[ { "dim_process": 18, "seq_idx": 0, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 13.0, 13.0, 13.0, 13.0, 13.0, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 6.142857142857143, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 6, 5, 12, 4, 12, 1, 6, 5, 6, 1, 12, 4, 1, 5, 2, 6, 13, 1, 5, 6, 6, 9, 5, 12, 1, 11, 12, 6, 4, 1, 3, 5, 13, 11, 9, 12, 1, 13, 5, 6, 5, 13, 6, 12, 5, 1, 13 ], "type_text": [ "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Automotive", "Pet Supplies", "Industrial and Scientific", "Patio Lawn and Garden", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Industrial and Scientific", "Office Products", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Arts Crafts and Sewing", "Automotive", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Automotive", "Industrial and Scientific", "Automotive", "Patio Lawn and Garden", "Industrial and Scientific", "Sports and Outdoors", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories submitted at the start, with all categories represented equally. After approximately three weeks, there is a second wave of reviews that again includes multiple categories but shows a slight increase in frequency. A significant gap follows, leading to a third cluster of reviews around the 10-14 week mark, where categories such as Tools and Home Improvement and Automotive are frequently reviewed. The final entries show a continuation of the trend with a mix of categories, particularly focusing on Automotive and Industrial and Scientific, indicating ongoing engagement with these product types. Overall, the timing of reviews suggests initial broad engagement, followed by concentrated activity in later weeks with certain categories becoming more prominent." }, { "dim_process": 18, "seq_idx": 1, "seq_len": 40, "time_since_start": [ 0.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.857142857142857, 6.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.857142857142858, 11.0, 11.285714285714286, 11.285714285714286, 11.571428571428571, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 14.142857142857142, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 20.571428571428573, 21.0, 21.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 2.142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 3.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 4.142857142857143, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the initial weeks. The reviews for \"Books\" cluster heavily within the first 16 weeks, with a notable peak around the 4 to 5-week mark. The \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline, with several occurring later in the sequence, particularly after the 20-week mark. Overall, the trend indicates a strong initial engagement with books, followed by occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 2, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 12.571428571428571, 13.0, 13.142857142857142, 13.857142857142858, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.714285714285714, 17.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 4.714285714285714 ], "type_event": [ 14, 14, 14, 14, 14, 5, 14, 10, 12, 5, 12, 14, 14, 12, 14, 14, 14, 14, 14, 12, 6, 5, 4, 14, 10, 14, 1, 14, 0, 14, 14, 5, 12, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Automotive", "Movies and TV", "Books", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Industrial and Scientific", "Automotive", "Electronics", "Movies and TV", "Books", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Automotive", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews predominantly features the \"Movies and TV\" category, with a significant number of reviews submitted consistently throughout the timeline. Reviews for \"Automotive,\" \"Sports and Outdoors,\" and \"Books\" appear intermittently, primarily clustered around the 4 to 10-week mark. There is a noticeable increase in the frequency of \"Movies and TV\" reviews as time progresses, particularly after the 5-week point, leading to a peak in activity around the 15-week mark. Overall, the trend indicates a strong and sustained focus on \"Movies and TV,\" with other categories appearing less frequently and primarily in the earlier weeks." }, { "dim_process": 18, "seq_idx": 3, "seq_len": 46, "time_since_start": [ 0.0, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.571428571428571, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.571428571428571, 13.0, 14.0, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.142857142857142, 16.285714285714285, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.571428571428573, 18.571428571428573, 18.714285714285715, 19.428571428571427, 21.285714285714285, 21.285714285714285, 21.428571428571427, 22.0, 23.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in clusters, particularly within the first 24 weeks, with several weeks featuring multiple reviews. The \"Kindle Store\" category appears less frequently and is interspersed among the reviews for \"Books,\" primarily occurring after several weeks of book reviews. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews emerging at specific intervals rather than consistently throughout the timeline." }, { "dim_process": 18, "seq_idx": 4, "seq_len": 43, "time_since_start": [ 0.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.857142857142858, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 17.428571428571427, 18.571428571428573, 18.714285714285715, 19.857142857142858, 21.0 ], "time_since_last_event": [ 0.0, 4.285714285714286, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 3.7142857142857144, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 11, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews for \"Books\" and \"Kindle Store\" appear closely together, with a notable clustering of \"Books\" reviews occurring between weeks 4 and 9. As the timeline progresses, \"Kindle Store\" reviews become more frequent, particularly noticeable in the later weeks, while \"Books\" reviews continue to be submitted regularly throughout the sequence. Overall, the trend indicates a shift towards more \"Kindle Store\" reviews in the latter part of the timeline, while \"Books\" remains a consistent category throughout." }, { "dim_process": 18, "seq_idx": 5, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.857142857142857, 5.857142857142857, 5.857142857142857, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.428571428571429, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.857142857142858, 18.857142857142858, 18.857142857142858, 18.857142857142858, 18.857142857142858, 20.0, 20.0, 20.285714285714285, 22.714285714285715, 22.714285714285715, 22.857142857142858, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 5.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 5.571428571428571, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 4.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 2.4285714285714284, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 12, 4, 0, 1, 11, 9, 7, 4, 6, 5, 1, 13, 7, 15, 2, 3, 2, 1, 11, 11, 12, 7, 8, 12, 4, 2, 1, 13, 4, 2, 2, 9, 1, 15, 11, 12, 11, 4, 11, 4, 4, 4 ], "type_text": [ "Sports and Outdoors", "Electronics", "Other", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Electronics", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Arts Crafts and Sewing", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Sports and Outdoors", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Patio Lawn and Garden", "Electronics", "Pet Supplies", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Home and Kitchen", "Electronics", "Electronics", "Electronics" ], "description": "The sequence of product reviews begins with a focus on Sports and Outdoors and Electronics in the initial weeks. A cluster of reviews across various categories, including Tools and Home Improvement, Home and Kitchen, and Grocery and Gourmet Food, occurs around the fifth week. As time progresses, there is a notable increase in the frequency of reviews in categories such as Pet Supplies and Electronics, particularly around the twelfth week. The sequence shows a sustained interest in Home and Kitchen items, with several reviews submitted in that category around the twentieth week, while Electronics reviews peak towards the end of the sequence. Overall, the reviews demonstrate a pattern of clustering in specific categories at different intervals, with a gradual expansion into a wider range of categories over time." }, { "dim_process": 18, "seq_idx": 6, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.571428571428571, 10.142857142857142, 11.285714285714286, 11.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 17.0, 17.142857142857142, 18.0, 18.428571428571427, 19.142857142857142, 19.285714285714285, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in clusters, particularly in the earlier weeks, with a notable concentration of \"Books\" reviews before the introduction of \"Kindle Store\" reviews. The \"Kindle Store\" reviews appear less frequently and tend to emerge intermittently throughout the sequence, particularly after several weeks of \"Books\" reviews. Overall, the trend indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews appearing primarily as secondary events." }, { "dim_process": 18, "seq_idx": 7, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.142857142857142, 9.0, 10.142857142857142, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.714285714285714, 13.142857142857142, 15.142857142857142, 15.142857142857142, 15.571428571428571, 16.0, 16.285714285714285, 17.285714285714285, 18.142857142857142, 18.428571428571427, 19.0, 21.142857142857142, 23.571428571428573, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 2.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 2.4285714285714284, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are clustered within the first few weeks, primarily in the \"Books\" category, with occasional entries for the \"Kindle Store\" starting around week 4. As time progresses, there are periodic entries for the \"Kindle Store,\" but the majority of reviews remain concentrated in the \"Books\" category throughout the sequence. Notably, reviews for the \"Kindle Store\" tend to appear more frequently in the latter part of the timeline, indicating a gradual increase in activity within that category." }, { "dim_process": 18, "seq_idx": 8, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 6.142857142857143, 7.0, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.714285714285714, 11.285714285714286, 11.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 16.0, 19.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 3.0 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, which occurs frequently throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently but are interspersed among the book reviews, particularly at the beginning and later stages of the timeline. Initially, there is a higher frequency of reviews submitted in the first few weeks, with a notable clustering of book reviews around the second and third weeks. As time progresses, the reviews continue to trend towards the \"Books\" category, with occasional submissions for the \"Kindle Store\" appearing at regular intervals. The overall trend indicates a sustained interest in books, with Kindle Store reviews serving as supplementary entries." }, { "dim_process": 18, "seq_idx": 9, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 2.2857142857142856, 3.4285714285714284, 4.0, 5.0, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.714285714285714, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.857142857142858, 15.0, 15.0, 16.0, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.142857142857142, 18.142857142857142, 19.0, 19.0, 20.0, 20.0, 20.0, 21.714285714285715, 22.142857142857142, 22.142857142857142, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 1.0, 1.1428571428571428, 0.5714285714285714, 1.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.8571428571428571, 0.0, 0.0, 1.1428571428571428, 1.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.5714285714285714, 2.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 1.0, 0.0, 0.0, 1.7142857142857142, 0.42857142857142855, 0.0, 1.0, 0.0 ], "type_event": [ 10, 8, 10, 10, 11, 0, 11, 15, 10, 11, 4, 9, 1, 11, 10, 11, 8, 11, 4, 15, 10, 11, 11, 11, 10, 1, 1, 11, 6, 1, 10, 1, 11, 15, 4, 11, 6, 11, 13, 1, 10, 9, 11, 6, 11, 9, 1, 13, 1, 11, 11, 1, 15, 11, 8, 10, 14, 1, 13, 16 ], "type_text": [ "Books", "Toys and Games", "Books", "Books", "Home and Kitchen", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Electronics", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Books", "Office Products", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Books", "Movies and TV", "Tools and Home Improvement", "Patio Lawn and Garden", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of reviews across various categories, with a notable focus on \"Home and Kitchen\" and \"Books.\" The earliest reviews predominantly feature \"Books\" and \"Toys and Games,\" while \"Home and Kitchen\" reviews begin to cluster around week 5 and continue to appear frequently throughout the sequence. There is a gradual increase in the diversity of categories reviewed, with \"Tools and Home Improvement\" and \"Clothing Shoes and Jewelry\" gaining prominence in the later weeks. Additionally, certain categories like \"Industrial and Scientific\" and \"Patio Lawn and Garden\" emerge later in the sequence, indicating a broader exploration of product types over time." }, { "dim_process": 18, "seq_idx": 10, "seq_len": 73, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.714285714285714, 7.857142857142857, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.0, 16.142857142857142, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 18.714285714285715, 19.857142857142858, 20.0, 20.571428571428573, 22.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks and continuing with a high frequency. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often following clusters of book reviews. Notably, there are periods where multiple \"Kindle Store\" reviews are submitted in close succession, particularly around the 11-week mark and again in the later weeks. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews occurring sporadically but clustering at certain intervals." }, { "dim_process": 18, "seq_idx": 11, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.714285714285714, 9.0, 9.142857142857142, 10.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.571428571428571, 15.0, 15.285714285714286, 16.285714285714285, 17.857142857142858, 18.142857142857142, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.0, 1.5714285714285714, 0.2857142857142857, 4.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a dominant focus on the \"Books\" category, with a significant number of reviews concentrated in the early weeks, particularly within the first 16 weeks. There are a few instances of reviews for \"Kindle Store\" and \"Patio Lawn and Garden,\" which appear later in the timeline but are less frequent. A notable shift occurs around week 22, where a review for \"Clothing Shoes and Jewelry\" is submitted, indicating a diversification in the user's review activity after a long period primarily dedicated to books. Overall, the reviews are heavily clustered in the first half of the timeline, with a gradual decrease in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 12, "seq_len": 54, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.0, 2.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.142857142857142, 20.714285714285715, 22.142857142857142, 23.285714285714285, 23.857142857142858, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716, 1.4285714285714286, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted in close succession over the initial weeks. Reviews primarily cluster within the first 18 weeks, with a notable peak in frequency around the 5 to 12-week mark. After this period, there is a gradual decline in review submissions, with a few isolated reviews continuing into the 24-week timeframe. The only deviation occurs at the 14.14-week mark with a review in the \"Kindle Store\" category, but it is immediately followed by more reviews in the \"Books\" category. Overall, the trend indicates a strong and sustained interest in books, particularly in the early weeks." }, { "dim_process": 18, "seq_idx": 13, "seq_len": 78, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.0, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.285714285714285, 19.285714285714285, 21.0, 21.285714285714285, 23.0, 23.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 1.7142857142857142, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the initial weeks. The \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks, particularly after several \"Books\" reviews have been submitted. There is a single instance of a review in the \"Toys and Games\" category, which occurs later in the sequence. Overall, the trend indicates a strong and sustained engagement with books, with occasional reviews of Kindle Store products interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 14, "seq_len": 53, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 6.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.571428571428571, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.714285714285714, 14.857142857142858, 15.0, 16.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 19.285714285714285, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.2857142857142858, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 1.0, 4.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the initial weeks. The \"Kindle Store\" reviews begin to appear around the fourth week and increase in frequency, especially between weeks 7 and 14. After week 14, there is a notable resurgence in \"Books\" reviews, while \"Kindle Store\" reviews continue to be submitted at a steady pace. Overall, \"Books\" reviews are more frequent early on, with \"Kindle Store\" reviews becoming more prominent in the middle to later sections of the timeline." }, { "dim_process": 18, "seq_idx": 15, "seq_len": 57, "time_since_start": [ 0.0, 0.8571428571428571, 1.5714285714285714, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.0, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.142857142857142, 19.571428571428573, 19.571428571428573, 21.142857142857142, 22.428571428571427, 22.571428571428573, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 1.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, typically occurring after several weeks of book-related reviews. There is a noticeable clustering of reviews in the earlier weeks, particularly within the first 20 weeks, with a gradual tapering off in frequency as the sequence progresses. Overall, the majority of reviews are concentrated in the first half of the timeline, with a sustained but less frequent engagement with the \"Kindle Store\" category." }, { "dim_process": 18, "seq_idx": 16, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.571428571428571, 7.714285714285714, 8.142857142857142, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.571428571428571, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.714285714285714, 15.0, 15.857142857142858, 16.142857142857142, 17.0, 17.142857142857142, 17.285714285714285, 18.428571428571427, 19.571428571428573, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, typically emerging at intervals rather than in clusters. Notably, the user submits multiple reviews in close succession, especially within the first 14 weeks, before continuing with a steady pace of reviews for both categories. Overall, the trend indicates a strong preference for reviewing books, with occasional reviews of the Kindle Store appearing at specific points." }, { "dim_process": 18, "seq_idx": 17, "seq_len": 117, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.0, 3.0, 3.0, 3.0, 3.0, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 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8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.571428571428571, 9.714285714285714, 10.0, 10.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 2.142857142857143, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 11, 2, 15, 10, 2, 9, 2, 7, 10, 4, 11, 2, 15, 8, 15, 4, 11, 9, 15, 4, 10, 11, 2, 15, 7, 12, 13, 8, 2, 4, 1, 11, 10, 11, 4, 17, 14, 4, 9, 11, 0, 10, 11, 4, 12, 11, 10, 15, 0, 2, 8, 11, 9, 10, 0, 12, 15, 11, 2, 0, 11, 11, 0, 17, 2, 0, 9, 2, 0, 4, 11, 15, 0, 2, 11, 6, 9, 2, 2, 0, 10, 5, 10, 15, 0, 6, 12, 2, 0, 2, 15, 14, 12, 11, 17, 4, 9, 0, 0, 9, 11, 15, 3, 2, 2, 13, 15, 12, 11, 0, 2, 15, 11, 11, 0, 9, 12 ], "type_text": [ "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Office Products", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Electronics", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Books", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Patio Lawn and Garden", "Toys and Games", "Pet Supplies", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Movies and TV", "Electronics", "Office Products", "Home and Kitchen", "Other", "Books", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Office Products", "Books", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Other", "Home and Kitchen", "Home and Kitchen", "Other", "Cell Phones and Accessories", "Pet Supplies", "Other", "Office Products", "Pet Supplies", "Other", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Home and Kitchen", "Industrial and Scientific", "Office Products", "Pet Supplies", "Pet Supplies", "Other", "Books", "Automotive", "Books", "Clothing Shoes and Jewelry", "Other", "Industrial and Scientific", "Sports and Outdoors", "Pet Supplies", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Office Products", "Other", "Other", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Pet Supplies", "Pet Supplies", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Other", "Office Products", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed at the start, with a notable focus on Home and Kitchen, Pet Supplies, and Clothing Shoes and Jewelry. Over time, there is a gradual increase in the diversity of categories, with Electronics and Books becoming more prominent around the third week. As the sequence progresses, reviews for Pet Supplies remain consistently frequent, while other categories such as Office Products and Sports and Outdoors appear more sporadically. Towards the later weeks, there is a noticeable clustering of reviews across multiple categories, including a significant presence of Other and Home and Kitchen reviews, indicating a broadening of interests as time goes on." }, { "dim_process": 18, "seq_idx": 18, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.714285714285714, 6.285714285714286, 6.714285714285714, 8.142857142857142, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.714285714285714, 13.285714285714286, 14.0, 15.0, 16.0, 16.428571428571427, 16.714285714285715, 17.428571428571427, 18.571428571428573, 18.714285714285715, 19.142857142857142, 19.428571428571427, 20.714285714285715, 22.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews focused solely on books, with no diversification into other categories. The reviews are submitted at regular intervals, predominantly clustered within the first 20 weeks, with a notable peak in frequency occurring between weeks 0 and 5. After week 20, the frequency of reviews begins to taper off, with fewer submissions noted in the later weeks, indicating a gradual decline in activity over time. Overall, the reviews are concentrated in the early part of the timeline, with a steady but decreasing rate of submissions as time progresses." }, { "dim_process": 18, "seq_idx": 19, "seq_len": 45, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 4.571428571428571, 5.0, 5.857142857142857, 6.0, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 12.857142857142858, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.0, 17.0, 21.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 4.0, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" appear less frequently and tend to cluster around specific points, particularly in the early and later parts of the sequence. Initially, the user primarily reviews books, with a gradual introduction of Kindle Store reviews, which then become more frequent towards the end of the timeline. Overall, the trend indicates a sustained interest in books with intermittent engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 20, "seq_len": 106, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 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"Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears frequently and consistently throughout the timeline, particularly between the first and twenty-fifth week. Initial reviews are primarily from the \"Kindle Store,\" but as time progresses, there is a noticeable shift towards a higher frequency of \"Books\" reviews, especially from the second week onward. The \"Kindle Store\" reviews tend to cluster in the earlier weeks, with sporadic appearances later, while \"Books\" reviews are more evenly distributed, with some clusters occurring in the later weeks as well. Overall, the trend indicates a strong and sustained engagement with \"Books\" over time, with intermittent reviews of \"Kindle Store\" and a few instances of other categories." }, { "dim_process": 18, "seq_idx": 21, "seq_len": 106, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 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0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the early weeks. Reviews for \"Books\" dominate the timeline, with occasional entries for the \"Kindle Store\" interspersed throughout, particularly around the 5-week mark and again between weeks 11 and 14. The frequency of \"Kindle Store\" reviews appears to increase slightly in the later weeks, but the overall trend shows a sustained interest in \"Books\" throughout the entire period, with only brief interruptions for \"Kindle Store\" entries." }, { "dim_process": 18, "seq_idx": 22, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858, 19.0, 22.0, 24.0, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 3.0, 2.0, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user is predominantly focused on the \"Books\" category, with reviews consistently submitted over an extended period. The reviews begin at week 0 and continue to be submitted at regular intervals, particularly in the initial weeks, with a noticeable clustering of reviews occurring in the first 18 weeks. After this period, there is a gradual decline in the frequency of submissions, with fewer reviews submitted in the later weeks, particularly after week 19. Overall, the trend indicates a high level of activity in the early stages, followed by a tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 23, "seq_len": 45, "time_since_start": [ 0.0, 1.1428571428571428, 1.8571428571428572, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.571428571428571, 8.571428571428571, 9.0, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.0, 14.428571428571429, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 17.0, 17.142857142857142, 17.857142857142858, 18.285714285714285, 18.857142857142858, 22.0, 23.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 3.142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over time. The reviews begin at week zero and continue to be submitted predominantly in the following weeks, showing a steady pattern of activity without any significant breaks or shifts to other categories. The frequency of reviews appears to cluster within the first 18 weeks, after which there is a noticeable drop in the rate of submissions, with only a few reviews appearing in the subsequent weeks. Overall, the trend indicates a sustained engagement with books early on, tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 24, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 8.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.857142857142858, 8.857142857142858, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.857142857142858, 10.857142857142858, 12.428571428571429, 12.714285714285714, 14.0, 14.714285714285714, 15.142857142857142, 15.428571428571429, 17.571428571428573, 17.571428571428573, 17.571428571428573, 17.571428571428573, 19.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 1.4285714285714286, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 1.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 2.142857142857143, 0.0, 0.0, 0.0, 1.4285714285714286 ], "type_event": [ 11, 15, 11, 15, 1, 12, 15, 13, 15, 11, 0, 15, 13, 2, 15, 15, 10, 15, 3, 10, 11, 12, 15, 15, 11, 9, 10, 12, 10, 9, 10, 7, 15, 13, 10, 1, 15, 7, 1, 10, 7, 10, 12, 11, 11, 0, 15, 1, 0 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Books", "Sports and Outdoors", "Books", "Office Products", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other" ], "description": "The sequence of product reviews shows an initial focus on Home and Kitchen items, followed by a notable increase in Clothing, Shoes, and Jewelry reviews over time. Reviews for Tools and Home Improvement, as well as Sports and Outdoors, appear intermittently but cluster around the 2 to 15-week mark. The user also exhibits a consistent interest in Books, with multiple reviews concentrated between weeks 5 and 14. Towards the later part of the sequence, there is a resurgence of reviews in Home and Kitchen and a continued presence of Clothing, Shoes, and Jewelry, alongside some reviews in Other categories." }, { "dim_process": 18, "seq_idx": 25, "seq_len": 56, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.714285714285714, 5.0, 5.285714285714286, 6.0, 6.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.857142857142858, 11.285714285714286, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.857142857142858, 16.428571428571427, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.714285714285715, 19.0, 20.714285714285715, 21.0, 21.142857142857142, 22.0, 22.428571428571427, 22.857142857142858, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.5714285714285714, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 25 weeks. Most reviews are submitted in close succession, particularly in the initial weeks, indicating a high frequency of activity early on. The only notable deviation occurs at week 15 and week 22, where reviews for the \"Kindle Store\" category are introduced, but these remain infrequent compared to the overwhelming number of \"Books\" reviews. Overall, the trend indicates a sustained engagement with books throughout the observed period, with a slight introduction of Kindle Store reviews at specific points." }, { "dim_process": 18, "seq_idx": 26, "seq_len": 82, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 15.857142857142858, 18.857142857142858, 22.0, 23.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.857142857142857, 3.0, 3.142857142857143, 1.0, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the earlier weeks, with a noticeable increase in frequency at specific intervals. The majority of reviews are submitted in the initial weeks, with a gradual tapering off as time progresses, although reviews continue to be submitted sporadically even in the later weeks. Overall, the pattern indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 27, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 1.2857142857142858, 1.2857142857142858, 2.857142857142857, 3.0, 4.0, 5.0, 5.0, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.0, 11.857142857142858, 12.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.285714285714285, 17.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 1.5714285714285714, 0.14285714285714285, 1.0, 1.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.8571428571428571, 1.5714285714285714, 4.142857142857143 ], "type_event": [ 10, 0, 7, 9, 10, 10, 10, 9, 1, 10, 1, 17, 10, 10, 17, 10, 1, 17, 9, 17, 0, 10, 10, 11, 10, 10, 3, 10, 10, 11, 10, 10, 10, 2, 0, 10, 8, 10, 10, 11 ], "type_text": [ "Books", "Other", "Grocery and Gourmet Food", "Office Products", "Books", "Books", "Books", "Office Products", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Books", "Books", "Cell Phones and Accessories", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Office Products", "Cell Phones and Accessories", "Other", "Books", "Books", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Pet Supplies", "Other", "Books", "Toys and Games", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Books, Other, and Grocery and Gourmet Food, all occurring within the first week. As time progresses, there is a noticeable increase in the frequency of Books reviews, particularly between weeks 1 and 15, where they dominate the sequence. Office Products and Tools and Home Improvement reviews emerge around weeks 1 to 6, while Cell Phones and Accessories reviews cluster between weeks 5 and 7. Home and Kitchen reviews appear later, predominantly around weeks 9 and 22. Overall, the trend shows a strong early emphasis on Books, with other categories appearing in clusters at specific intervals." }, { "dim_process": 18, "seq_idx": 28, "seq_len": 57, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.714285714285714, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.0, 17.0, 18.428571428571427, 18.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.4285714285714286, 0.42857142857142855, 3.5714285714285716 ], "type_event": [ 0, 0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 10, 0, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 0, 0, 10, 0, 0, 10, 0, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 0, 10, 0, 10, 10, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Books", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Books", "Other", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Other", "Books", "Other", "Other", "Books", "Other", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Other", "Books", "Books", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly clustered within the first 18 weeks. Initial reviews include a mix of \"Other\" and \"Books,\" but as time progresses, reviews for \"Books\" become more frequent, especially between weeks 4 and 15. The \"Other\" category appears intermittently throughout the timeline, often following clusters of \"Books\" reviews, particularly in the later weeks. Overall, the trend indicates a strong emphasis on \"Books\" early on, with \"Other\" reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 29, "seq_len": 121, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.714285714285714, 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17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.571428571428573, 18.714285714285715, 19.0, 20.285714285714285, 20.714285714285715, 20.857142857142858, 22.428571428571427, 22.714285714285715, 23.857142857142858, 24.0, 24.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 2, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, especially in the initial weeks. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. Over time, there is a noticeable increase in the frequency of \"Kindle Store\" reviews, particularly in the later weeks, suggesting a gradual shift in review focus. Additionally, a single review for \"Pet Supplies\" appears amidst the predominantly book-related reviews, indicating a brief diversification in the review categories. Overall, the pattern indicates a strong preference for books early on, with increasing engagement with the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 30, "seq_len": 48, "time_since_start": [ 0.0, 1.0, 1.0, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.0, 5.857142857142857, 6.285714285714286, 7.0, 7.0, 7.571428571428571, 8.571428571428571, 11.714285714285714, 12.0, 12.857142857142858, 13.285714285714286, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.285714285714285, 20.285714285714285, 20.285714285714285, 21.0, 21.714285714285715, 21.714285714285715, 22.285714285714285, 22.714285714285715, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.5714285714285714, 1.0, 3.142857142857143, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.0, 2.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 11, 10, 10, 3, 10, 10, 4, 0, 10, 10, 10, 10, 12, 10, 10, 12, 10, 12, 12, 15, 10, 10, 10, 10, 10, 10, 10, 10, 7, 11, 10, 10, 10, 10, 10, 11, 10, 17, 10, 4, 10, 12, 7, 1, 10, 11 ], "type_text": [ "Books", "Books", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Electronics", "Other", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Books", "Electronics", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with multiple reviews concentrated within the first three weeks. As time progresses, there is a gradual introduction of reviews from other categories such as \"Home and Kitchen,\" \"Sports and Outdoors,\" and \"Electronics,\" particularly around the 5 to 7-week mark. The reviews for \"Books\" continue to dominate the sequence, with notable clusters occurring between weeks 11 and 14, followed by a resurgence of reviews in the later weeks. Overall, \"Books\" consistently appears throughout the timeline, while other categories are more sporadically reviewed, indicating a preference for books over time." }, { "dim_process": 18, "seq_idx": 31, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.0, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 12.0, 13.0, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.714285714285715, 20.0, 20.571428571428573, 20.714285714285715, 21.428571428571427, 23.714285714285715, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 2.2857142857142856, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a few entries in the \"Kindle Store.\" Initially, reviews for both categories appear closely together, but as time progresses, there is a noticeable clustering of \"Books\" reviews, particularly in the early weeks. The \"Kindle Store\" reviews are less frequent and tend to occur at specific intervals, primarily after several weeks of predominantly \"Books\" reviews. Overall, the trend indicates a consistent engagement with \"Books\" throughout the timeline, with \"Kindle Store\" reviews interspersed at longer intervals." }, { "dim_process": 18, "seq_idx": 32, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 1.0, 1.5714285714285714, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 6.0, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.142857142857142, 17.0, 19.571428571428573, 21.142857142857142, 21.571428571428573, 21.571428571428573, 21.714285714285715, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 2.5714285714285716, 1.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" category appears less frequently and is clustered primarily in the earlier and later parts of the timeline, with a notable increase in frequency around the 21-week mark. Overall, the majority of reviews occur in the \"Books\" category, with several reviews submitted in close succession, particularly in the initial weeks and again towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 33, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.5714285714285716, 2.5714285714285716, 3.7142857142857144, 3.7142857142857144, 5.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 9.285714285714286, 10.142857142857142, 10.571428571428571, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 16.714285714285715, 17.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 21.0, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.5714285714285714, 0.0, 1.1428571428571428, 0.0, 1.4285714285714286, 1.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 3.5714285714285716, 0.7142857142857143, 1.0, 0.0, 0.0, 0.0, 2.5714285714285716, 1.1428571428571428 ], "type_event": [ 1, 2, 12, 15, 7, 11, 15, 15, 4, 15, 6, 13, 11, 15, 2, 15, 11, 4, 7, 0, 12, 2, 15, 11, 2, 15, 17, 6, 7, 0, 2, 15, 11, 15, 9, 7, 0, 7, 15, 7, 12, 2, 15, 13, 15 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Patio Lawn and Garden", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Industrial and Scientific", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, primarily focusing on tools, pet supplies, sports, clothing, and groceries. Over time, there is a noticeable increase in reviews for \"Clothing Shoes and Jewelry,\" which appears frequently throughout the sequence, particularly clustered around the 2 to 6-week mark. The reviews for \"Home and Kitchen\" also show consistent submissions, especially in the early weeks and again around the 12-week mark. As the timeline progresses, there is a shift towards more varied categories like \"Industrial and Scientific\" and \"Cell Phones and Accessories,\" with a resurgence of reviews in the \"Grocery and Gourmet Food\" category towards the later weeks. The reviews demonstrate a pattern of clustering around specific categories at different intervals, with certain categories consistently appearing throughout the sequence." }, { "dim_process": 18, "seq_idx": 34, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.0, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.0, 14.714285714285714, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.571428571428573, 18.714285714285715, 19.714285714285715, 20.571428571428573, 20.714285714285715, 21.571428571428573, 21.714285714285715, 21.857142857142858, 22.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a consistent frequency of reviews submitted over time. Most reviews cluster within the initial weeks, with a noticeable peak in activity occurring between the first and fourth weeks. A single review in the \"Kindle Store\" category appears later in the timeline, around the eighth week, but the overall trend remains heavily focused on \"Books.\" After the initial surge, reviews continue to be submitted at a steady pace, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 35, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.857142857142857, 7.0, 8.285714285714286, 8.285714285714286, 8.857142857142858, 9.428571428571429, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.857142857142858, 12.142857142857142, 13.428571428571429, 13.857142857142858, 14.857142857142858, 16.571428571428573, 17.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 1.0, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 0.42857142857142855, 1.0, 1.7142857142857142, 0.42857142857142855 ], "type_event": [ 10, 16, 0, 16, 10, 10, 16, 0, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 0, 16, 16, 10, 16, 16, 16, 10, 16, 10, 14, 11, 0, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Other", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Other", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Movies and TV", "Home and Kitchen", "Other", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, including Books and Kindle Store, all submitted within the first few weeks. As time progresses, there is a noticeable increase in reviews for the Kindle Store, particularly after the initial period, indicating a trend towards more frequent reviews in this category. Additionally, Books reviews continue to be submitted consistently throughout the timeline, with several clusters appearing at different intervals. Towards the later part of the timeline, reviews for Movies and TV, Home and Kitchen, and Other categories emerge, indicating a diversification in the user's review activity. Overall, Kindle Store reviews tend to occur more frequently in the middle to later stages, while Books reviews are consistently present throughout the sequence." }, { "dim_process": 18, "seq_idx": 36, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.428571428571429, 6.0, 6.428571428571429, 7.142857142857143, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.428571428571429, 12.285714285714286, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 14.571428571428571, 15.571428571428571, 16.714285714285715, 18.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.0, 1.1428571428571428, 1.7142857142857142, 4.428571428571429 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 5, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Automotive", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews clustered in the initial weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store,\" which occurs intermittently but begins to appear more regularly after the first few weeks. The \"Books\" category continues to dominate throughout the timeline, with a consistent pattern of reviews submitted over several weeks. Additionally, a single review for the \"Automotive\" category appears later in the sequence, indicating a shift in focus, but the majority of reviews remain centered on books and the Kindle Store. Overall, the trend shows a sustained interest in books, with Kindle Store reviews emerging as a secondary focus over time." }, { "dim_process": 18, "seq_idx": 37, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.2857142857142856, 2.7142857142857144, 3.0, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.0, 13.857142857142858, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.714285714285715, 20.0, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted over a span of time. Most reviews occur within the first 20 weeks, with a noticeable clustering of submissions in the early weeks, particularly between weeks 0 and 10. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring after the first 12 weeks. Overall, the trend indicates a strong focus on \"Books\" with sporadic entries for \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 38, "seq_len": 42, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 5.0, 5.428571428571429, 6.0, 7.0, 8.0, 8.142857142857142, 9.0, 10.0, 10.142857142857142, 11.0, 11.142857142857142, 12.0, 13.142857142857142, 13.571428571428571, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 15.285714285714286, 15.857142857142858, 16.285714285714285, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 19.0, 19.428571428571427, 22.142857142857142, 22.714285714285715, 23.285714285714285, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.0, 1.0, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 2.7142857142857144, 0.5714285714285714, 0.5714285714285714, 1.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week zero and continue steadily, with a notable frequency in the early weeks, particularly between weeks one and five. The pattern shows a consistent submission of reviews throughout the timeline, with no significant gaps or shifts in product category, indicating a sustained engagement with books over the entire period. Overall, the reviews are clustered closely together, particularly in the initial weeks, suggesting a focused interest in this category." }, { "dim_process": 18, "seq_idx": 39, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.714285714285714, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.714285714285714, 8.0, 9.0, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 14.714285714285714, 15.571428571428571, 16.0, 17.142857142857142, 17.285714285714285, 20.714285714285715, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 3.4285714285714284, 0.5714285714285714 ], "type_event": [ 10, 12, 10, 10, 10, 10, 3, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 16, 8, 10, 14, 4, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Kindle Store", "Toys and Games", "Books", "Movies and TV", "Electronics", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with numerous entries consistently throughout the timeline, particularly concentrated in the early weeks. Other categories, such as \"Sports and Outdoors,\" \"Arts Crafts and Sewing,\" and \"Kindle Store,\" appear in the initial weeks but are less frequent. A notable clustering of reviews occurs around the 10-week mark, where multiple categories are reviewed simultaneously, including \"Movies and TV,\" \"Electronics,\" and \"Toys and Games.\" After this point, the focus returns predominantly to \"Books,\" with reviews continuing to be submitted over the following weeks, indicating a sustained interest in this category." }, { "dim_process": 18, "seq_idx": 40, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 3.0, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.571428571428571, 15.142857142857142, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.857142857142858, 21.285714285714285, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 2.4285714285714284, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviewing books over time, with a high frequency of reviews submitted in the initial weeks. The reviews are clustered primarily within the first 18 weeks, with a notable peak in the frequency of submissions occurring between weeks 1 and 10. After week 18, there is a significant reduction in the number of reviews, with only a few submissions occurring in the later weeks, indicating a shift in activity. Overall, the trend indicates a concentrated period of engagement with books early on, followed by a tapering off of review activity." }, { "dim_process": 18, "seq_idx": 41, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.428571428571429, 11.0, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.0, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.0, 17.857142857142858, 18.0, 18.285714285714285, 18.714285714285715, 18.714285714285715, 21.714285714285715, 21.857142857142858, 22.142857142857142, 22.285714285714285, 22.571428571428573, 22.714285714285715, 23.0, 23.428571428571427, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 3.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After several weeks of predominantly reviewing books, there is a shift to the \"Kindle Store\" category, which sees clustered reviews occurring in the later stages of the timeline. The reviews for \"Books\" continue to be submitted alongside the \"Kindle Store\" reviews, indicating a sustained interest in both categories, with a notable increase in \"Kindle Store\" reviews occurring after a significant period of reviewing books. Overall, the pattern shows an initial concentration on books followed by a gradual introduction and clustering of Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 42, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 4.428571428571429, 4.571428571428571, 5.428571428571429, 6.285714285714286, 6.857142857142857, 7.714285714285714, 7.714285714285714, 8.428571428571429, 9.0, 9.714285714285714, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.142857142857142, 15.285714285714286, 16.571428571428573, 16.857142857142858, 18.571428571428573, 19.428571428571427, 19.714285714285715, 19.857142857142858, 21.0, 21.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.0, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 3.4285714285714284 ], "type_event": [ 14, 14, 14, 14, 10, 14, 14, 14, 14, 16, 10, 10, 16, 14, 10, 10, 16, 14, 14, 10, 14, 14, 14, 16, 16, 16, 14, 14, 14, 10, 14, 16, 10, 14, 10, 14, 14, 14, 14, 10, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Kindle Store", "Kindle Store", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews begins with a strong focus on the \"Movies and TV\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of reviews for \"Books\" and \"Kindle Store,\" particularly around the 2-week mark and continuing to increase in frequency. The reviews for \"Movies and TV\" continue to dominate, with clusters occurring at various points throughout the timeline, particularly noticeable after the 11-week mark. Overall, while \"Movies and TV\" remains the primary category throughout, there are notable periods where \"Books\" and \"Kindle Store\" reviews emerge, particularly in the middle and later parts of the sequence." }, { "dim_process": 18, "seq_idx": 43, "seq_len": 81, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 9.285714285714286, 9.285714285714286, 9.714285714285714, 10.428571428571429, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.428571428571429, 12.714285714285714, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.428571428571427, 18.285714285714285, 18.571428571428573, 18.571428571428573, 18.571428571428573, 19.0, 19.285714285714285, 19.285714285714285, 20.0, 20.142857142857142, 20.142857142857142, 20.285714285714285, 20.571428571428573, 21.857142857142858, 22.285714285714285, 22.571428571428573, 23.0, 23.428571428571427, 23.571428571428573, 24.142857142857142, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 1.2857142857142858, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 17, 12, 10, 15, 7, 11, 0, 2, 10, 12, 10, 9, 9, 12, 10, 1, 17, 10, 7, 10, 15, 8, 15, 12, 15, 8, 10, 12, 15, 2, 10, 11, 7, 8, 10, 15, 10, 7, 10, 15, 12, 15, 10, 10, 11, 15, 10, 8, 12, 10, 10, 10, 15, 10, 8, 10, 11, 0, 10, 11, 11, 8, 0, 1, 10, 1, 11, 11, 11, 8, 8, 2, 11, 10, 11, 11, 12, 10, 2, 0, 15 ], "type_text": [ "Cell Phones and Accessories", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Pet Supplies", "Books", "Sports and Outdoors", "Books", "Office Products", "Office Products", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Sports and Outdoors", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Books", "Home and Kitchen", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Other", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Books", "Pet Supplies", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories, with certain types appearing more frequently over time. Initially, reviews for categories like Cell Phones and Accessories, Sports and Outdoors, and Books are clustered early in the timeline, while Clothing Shoes and Jewelry also appears consistently throughout. As time progresses, there is a notable increase in reviews for Home and Kitchen and Toys and Games, particularly in the later weeks. Books remain a recurring theme throughout the entire sequence, indicating sustained interest, while other categories like Pet Supplies and Other show sporadic appearances. Overall, the sequence reflects a gradual expansion of review categories with certain clusters of activity around specific types." }, { "dim_process": 18, "seq_idx": 44, "seq_len": 109, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 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22.142857142857142, 24.285714285714285, 24.714285714285715, 25.142857142857142, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which occurs consistently throughout the timeline, particularly in the initial weeks. The \"Kindle Store\" category appears less frequently and is interspersed among the book reviews, primarily emerging after the first five weeks. There are clusters of reviews for both categories, with a notable concentration of \"Books\" reviews in the early to mid-period, while \"Kindle Store\" reviews begin to appear more regularly after the fifth week and continue to be submitted alongside book reviews. Overall, the trend shows a strong focus on books, with occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 45, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.0, 12.571428571428571, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.142857142857142, 14.571428571428571, 15.0, 15.714285714285714, 16.0, 16.142857142857142, 21.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 5.285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a span of several weeks. The reviews predominantly occur in the early weeks, with a notable cluster of activity in the first 16 weeks. There are two instances of reviews for the \"Kindle Store,\" both occurring later in the timeline, specifically at weeks 5.71 and 14.14. Overall, the trend indicates a strong preference for reviewing books, particularly concentrated in the initial weeks, with fewer reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 46, "seq_len": 86, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 20.0, 20.285714285714285, 21.285714285714285, 22.142857142857142, 23.285714285714285, 23.714285714285715, 24.142857142857142, 24.857142857142858, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 15, 10, 15, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with an initial focus on clothing and jewelry, followed closely by books. Over time, the reviews heavily favor books, with a significant concentration of submissions occurring in the book category throughout the majority of the timeline. Kindle Store reviews appear intermittently, primarily clustered around the 1.86-week mark and later around the 15-week mark, but these are less frequent compared to the dominant book reviews. Overall, the trend indicates a strong and sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 47, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 3.5714285714285716, 4.285714285714286, 5.142857142857143, 5.571428571428571, 6.285714285714286, 7.857142857142857, 8.714285714285714, 8.857142857142858, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.142857142857142, 12.571428571428571, 12.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.428571428571427, 18.0, 18.142857142857142, 18.714285714285715, 19.428571428571427, 19.714285714285715, 20.285714285714285, 20.714285714285715, 21.0, 22.571428571428573, 22.857142857142858, 23.142857142857142, 25.0, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 3.142857142857143, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.0, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with an initial focus on books, with several reviews submitted in the early weeks. As time progresses, there is a noticeable increase in reviews for the Kindle Store, particularly after the first few weeks, indicating a shift in focus. The reviews for books continue to be submitted throughout the sequence, but there are distinct clusters of Kindle Store reviews that appear more frequently in the later weeks. Overall, the trend shows a gradual transition from a predominance of book reviews to a more balanced presence of Kindle Store reviews as the timeline advances." }, { "dim_process": 18, "seq_idx": 48, "seq_len": 44, "time_since_start": [ 0.0, 1.4285714285714286, 1.5714285714285714, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.0, 5.714285714285714, 5.857142857142857, 6.285714285714286, 7.0, 7.857142857142857, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.142857142857142, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 16.857142857142858, 18.142857142857142, 19.857142857142858, 20.142857142857142, 21.0 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 3.2857142857142856, 1.2857142857142858, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After several weeks, there is a shift to include reviews for the \"Kindle Store,\" which occurs in clusters around the third week. Following this, the user returns to reviewing \"Books,\" with a consistent pattern of submissions extending over several weeks. The reviews predominantly remain in the \"Books\" category throughout the timeline, with only intermittent reviews for the \"Kindle Store\" appearing later in the sequence. Overall, the trend shows a sustained interest in \"Books,\" with the \"Kindle Store\" reviews occurring more sporadically." }, { "dim_process": 18, "seq_idx": 49, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 3.0, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 12.0, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.714285714285714, 15.0, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 18.428571428571427, 19.285714285714285, 22.0, 22.571428571428573, 22.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.7142857142857144, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with several entries occurring in the first few weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the second and later weeks, with a notable increase in frequency after the first month. The only non-book-related review, categorized as \"Clothing Shoes and Jewelry,\" occurs later in the timeline. Overall, the trend indicates a consistent preference for \"Books\" throughout the sequence, with \"Kindle Store\" reviews interspersed at various intervals." }, { "dim_process": 18, "seq_idx": 50, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714, 3.857142857142857, 4.571428571428571, 5.142857142857143, 5.428571428571429, 6.0, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.714285714285714, 10.142857142857142, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 14.285714285714286, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.571428571428573, 21.142857142857142, 22.428571428571427, 22.571428571428573, 23.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.2857142857142856, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 2.5714285714285716, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over time. The user begins with a few reviews in the \"Kindle Store\" early on, but the majority of entries are concentrated in the \"Books\" category, particularly in the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store,\" but these are less frequent compared to the continuous stream of \"Books\" reviews. Overall, the reviews cluster primarily within the first 18 weeks, with a notable shift to \"Kindle Store\" reviews occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 51, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.0, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.428571428571429, 12.571428571428571, 14.0, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.0, 18.0, 20.714285714285715, 23.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 2.7142857142857144, 3.142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with frequent submissions occurring in clusters throughout the weeks. The \"Kindle Store\" category appears intermittently, primarily in the early stages and again around the 6-week mark, but remains less frequent compared to \"Books.\" The reviews are predominantly concentrated within the first 12 weeks, with a noticeable decline in frequency after that, particularly beyond the 16-week mark. Overall, the pattern indicates a strong preference for reviewing books, with occasional reviews of Kindle Store products interspersed." }, { "dim_process": 18, "seq_idx": 52, "seq_len": 45, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.428571428571429, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.428571428571429, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.571428571428571, 11.285714285714286, 11.857142857142858, 12.0, 12.0, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.857142857142858, 16.0, 16.0, 16.714285714285715, 17.0, 19.857142857142858, 20.142857142857142, 21.714285714285715, 22.0, 22.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 0.0, 0.7142857142857143, 0.2857142857142857, 2.857142857142857, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Books in the initial weeks, with early reviews predominantly in this category. As time progresses, there is a noticeable increase in the frequency of reviews in the Kindle Store, particularly around the 2 to 4-week mark, followed by a return to Books. The reviews show a pattern of alternating between the two categories, with Books generally being reviewed more frequently than Kindle Store items. In the latter part of the sequence, there is a significant clustering of Kindle Store reviews, particularly between weeks 19 and 23, indicating a shift in focus towards this category as time advances." }, { "dim_process": 18, "seq_idx": 53, "seq_len": 97, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.285714285714286, 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23.285714285714285, 23.571428571428573, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a significant number of reviews submitted over the initial weeks. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around specific weeks, but they remain less frequent compared to \"Books.\" As time progresses, there is a gradual increase in the frequency of reviews, with \"Books\" continuing to dominate the review submissions throughout the timeline, while \"Kindle Store\" entries appear sporadically, often following periods of concentrated \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 54, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 7.142857142857143, 8.428571428571429, 9.142857142857142, 10.0, 10.285714285714286, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 14.0, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.428571428571427, 20.0, 21.571428571428573, 22.142857142857142, 23.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 2.0, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 1.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books" ], "description": "The sequence of product reviews shows a strong and consistent focus on the \"Books\" category, with reviews predominantly clustered in the early weeks and continuing throughout the timeline. The first review outside of the \"Books\" category occurs significantly later in the sequence, specifically at week 3.29, indicating a brief exploration of the \"Kindle Store.\" A notable shift occurs at week 23.43, where the user reviews a product in the \"Tools and Home Improvement\" category, suggesting a diversification in review topics after a prolonged period dedicated to books. Overall, the majority of reviews are concentrated in the \"Books\" category, with only two instances of reviews in other categories appearing much later in the timeline." }, { "dim_process": 18, "seq_idx": 55, "seq_len": 106, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 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21.428571428571427, 22.714285714285715, 23.0, 23.857142857142858, 24.0, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 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0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is predominantly focused on the \"Books\" category, with a consistent pattern of submissions occurring over time. Reviews for \"Books\" are submitted regularly from the beginning of the timeline, with a notable increase in frequency during the initial weeks. The \"Kindle Store\" category appears intermittently, primarily clustered around the 13-week mark and again at the 18-week mark, with a few additional entries later in the sequence. Overall, the reviews show a sustained interest in \"Books,\" while \"Kindle Store\" reviews are less frequent and occur later in the timeline." }, { "dim_process": 18, "seq_idx": 56, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.857142857142857, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.0, 7.0, 7.0, 7.571428571428571, 8.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.285714285714286, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.571428571428573, 17.571428571428573, 18.428571428571427, 21.0, 21.0, 21.428571428571427, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 2.5714285714285716, 0.0, 0.42857142857142855, 1.7142857142857142 ], "type_event": [ 7, 11, 15, 12, 15, 11, 11, 10, 15, 11, 0, 13, 11, 1, 11, 9, 11, 11, 1, 15, 9, 9, 11, 13, 11, 11, 13, 15, 12, 17, 7, 11, 4, 1, 9, 6, 11, 1, 15, 1, 10, 11, 13, 1, 11, 11, 1, 13, 3, 6, 3, 11, 15, 11, 9, 3, 11, 3, 12 ], "type_text": [ "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Industrial and Scientific", "Arts Crafts and Sewing", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Home and Kitchen", "Arts Crafts and Sewing", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with several categories being reviewed simultaneously at the start, primarily in Grocery and Gourmet Food, Home and Kitchen, Clothing Shoes and Jewelry, and Sports and Outdoors. As time progresses, there is a notable increase in reviews for Home and Kitchen, which continues to dominate the later weeks, alongside a gradual emergence of other categories such as Tools and Home Improvement and Arts Crafts and Sewing. Reviews appear to cluster around the 12-week mark, where a diverse range of categories is represented, before returning to a focus on Home and Kitchen and Tools and Home Improvement in subsequent weeks. Towards the end of the sequence, there is a resurgence of reviews in Arts Crafts and Sewing and a final entry for Sports and Outdoors, indicating a varied but clustered pattern of review submissions over time." }, { "dim_process": 18, "seq_idx": 57, "seq_len": 79, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.0, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.285714285714286, 8.571428571428571, 9.285714285714286, 9.714285714285714, 9.714285714285714, 10.0, 10.0, 10.142857142857142, 10.571428571428571, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 18.0, 18.714285714285715, 18.857142857142858, 20.0, 20.142857142857142, 20.142857142857142, 21.571428571428573, 21.714285714285715, 23.142857142857142, 23.285714285714285, 24.142857142857142, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 1.4285714285714286, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster in specific periods, often following clusters of \"Books\" reviews. As the timeline progresses, there is a noticeable pattern of alternating between the two categories, with \"Books\" reviews generally occurring more often than \"Kindle Store\" reviews, especially in the initial phases. Towards the end of the sequence, there is a slight increase in \"Kindle Store\" reviews, suggesting a potential shift in focus." }, { "dim_process": 18, "seq_idx": 58, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 2.4285714285714284, 2.7142857142857144, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 5.0, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.571428571428571, 9.0, 9.428571428571429, 10.142857142857142, 11.0, 12.0, 12.285714285714286, 12.714285714285714, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 18.142857142857142, 18.428571428571427, 18.857142857142858, 19.571428571428573, 20.0, 21.142857142857142, 21.571428571428573, 23.142857142857142, 23.428571428571427, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.7142857142857144, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 15, 0, 10, 17, 7, 10, 10, 1, 11, 10, 6, 15, 10, 10, 13, 11, 12, 10, 10, 12, 10, 12, 10, 10, 12, 10, 2, 2, 10, 10, 10, 10, 10, 1, 17, 1, 0, 1, 10, 10, 10, 15, 11, 13, 1, 17, 15, 17, 15, 10, 13 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Books", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Books", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on books, which appear frequently throughout the timeline. Initially, the user reviews clothing, other items, and books, with a gradual introduction of categories like tools and home improvement and sports and outdoors in the following weeks. As time progresses, there is a clustering of reviews in the books category, particularly between weeks 2 and 12, while the reviews for tools and home improvement also increase significantly in later weeks. Towards the end of the sequence, there is a resurgence of clothing and patio lawn and garden reviews, indicating a varied interest in product categories over the entire period." }, { "dim_process": 18, "seq_idx": 59, "seq_len": 63, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 3.0, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 6.0, 6.428571428571429, 7.428571428571429, 7.571428571428571, 8.142857142857142, 9.0, 9.428571428571429, 10.0, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.571428571428571, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.714285714285715, 19.285714285714285, 19.428571428571427, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 1.5714285714285714, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks and continuing at a high frequency. The first review is for \"Toys and Games\" shortly after the initial submission, but this category is revisited only once more after several weeks. Other categories, such as \"Kindle Store\" and \"Other,\" appear sporadically, mainly clustered around the later weeks of the sequence. Overall, the reviews are heavily concentrated in the \"Books\" category, with a gradual introduction of other categories as time progresses, but they remain infrequent compared to the dominant trend." }, { "dim_process": 18, "seq_idx": 60, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 5.142857142857143, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.285714285714286, 12.0, 13.714285714285714, 14.285714285714286, 15.714285714285714, 15.857142857142858, 16.857142857142858, 18.0, 19.428571428571427, 19.714285714285715, 19.857142857142858, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.7142857142857142, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 1.0, 1.1428571428571428, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 4.142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a noticeable shift towards the \"Kindle Store\" category, particularly around the 1.43 to 3.86-week mark, where reviews for both categories occur closely together. After a period of predominantly \"Books\" reviews, there is a resurgence of \"Kindle Store\" reviews around the 19-week mark, followed by a return to \"Books\" reviews. Overall, the sequence shows a trend of early emphasis on \"Books,\" with intermittent reviews for \"Kindle Store,\" and a later clustering of \"Kindle Store\" reviews before returning to \"Books.\"" }, { "dim_process": 18, "seq_idx": 61, "seq_len": 48, "time_since_start": [ 0.0, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 3.0, 3.2857142857142856, 4.285714285714286, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.0, 14.857142857142858, 14.857142857142858, 15.0, 17.0, 17.714285714285715, 18.714285714285715, 22.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 2.0, 0.7142857142857143, 1.0, 3.5714285714285716, 1.8571428571428572 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 5 to 7-week mark, indicating a clustering of these reviews during this period. After a period of consistent \"Books\" reviews, there are sporadic \"Kindle Store\" reviews interspersed throughout the timeline, especially towards the later weeks. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing more frequently in specific clusters." }, { "dim_process": 18, "seq_idx": 62, "seq_len": 67, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.571428571428571, 6.0, 6.428571428571429, 6.857142857142857, 7.714285714285714, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.0, 18.0, 19.142857142857142, 20.285714285714285, 21.142857142857142, 21.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, primarily clustered between the first and second months. The frequency of reviews remains high for \"Books,\" which dominate the sequence, while \"Kindle Store\" reviews appear less frequently and tend to occur later in the timeline. Overall, the pattern indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews serving as occasional diversions throughout the review period." }, { "dim_process": 18, "seq_idx": 63, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 4.0, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.571428571428571, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 14.285714285714286, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 6.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently from the start and continue to be the primary focus throughout the timeline. The first reviews in the \"Kindle Store\" category appear after several weeks, indicating a slight shift in the user's review pattern. As time progresses, there is a noticeable clustering of \"Kindle Store\" reviews, particularly in the later weeks, suggesting an increased engagement with this category. Overall, the reviews begin with a strong emphasis on \"Books\" and gradually incorporate more \"Kindle Store\" entries, particularly in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 64, "seq_len": 94, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.857142857142857, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 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10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The \"Kindle Store\" reviews appear less frequently and are mostly clustered around certain points, particularly in the earlier weeks and again towards the end of the sequence. Initially, there is a mix of both categories, but as time progresses, the reviews become increasingly concentrated in the \"Books\" category, with only occasional entries for the \"Kindle Store.\" Overall, the trend indicates a sustained interest in books, with intermittent reviews for the Kindle Store throughout the timeline." }, { "dim_process": 18, "seq_idx": 65, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.714285714285714, 7.285714285714286, 8.0, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.857142857142858, 9.857142857142858, 11.285714285714286, 11.571428571428571, 12.428571428571429, 13.428571428571429, 13.428571428571429, 14.285714285714286, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.428571428571427, 17.428571428571427, 17.714285714285715, 17.714285714285715, 20.142857142857142, 20.714285714285715, 21.857142857142858, 21.857142857142858, 22.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 1.0, 0.0, 0.8571428571428571, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 2.4285714285714284, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 11, 4, 7, 4, 7, 1, 1, 11, 7, 11, 11, 5, 15, 5, 1, 5, 1, 1, 2, 1, 10, 1, 1, 11, 1, 11, 1, 4, 6, 12, 11, 15, 5, 1, 0, 5, 15, 4, 11, 13, 4, 1 ], "type_text": [ "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Electronics", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Pet Supplies", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Other", "Automotive", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with categories related to Home and Kitchen and Electronics, with early reviews clustered within the first week. Grocery and Gourmet Food reviews appear shortly after, followed by a series of reviews for Tools and Home Improvement that occur more frequently in the later weeks. As time progresses, the user diversifies into Automotive, Clothing Shoes and Jewelry, and other categories, with a notable concentration of reviews for Tools and Home Improvement around the 9 to 12-week mark. The sequence concludes with a mix of reviews across various categories, including a resurgence of Electronics and Home and Kitchen reviews in the later weeks." }, { "dim_process": 18, "seq_idx": 66, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 1.7142857142857142, 2.2857142857142856, 4.0, 4.0, 5.0, 5.857142857142857, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.0, 10.0, 11.0, 11.0, 11.714285714285714, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 19.714285714285715, 21.857142857142858, 23.571428571428573, 24.0, 24.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 1.7142857142857142, 0.0, 1.0, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 1.0, 1.0, 0.0, 0.7142857142857143, 1.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 2.142857142857143, 1.7142857142857142, 0.42857142857142855, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which is consistently reviewed in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly after the first few weeks. The reviews for both categories tend to cluster, with several instances of both \"Books\" and \"Kindle Store\" reviews occurring in close succession during the later weeks. Overall, the pattern shows an initial emphasis on \"Books,\" followed by a shift towards more frequent reviews of the \"Kindle Store\" as time advances." }, { "dim_process": 18, "seq_idx": 67, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 8.0, 8.714285714285714, 9.142857142857142, 9.857142857142858, 10.0, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.0, 13.142857142857142, 14.142857142857142, 15.285714285714286, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 19.285714285714285, 20.142857142857142, 20.142857142857142, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.0, 1.1428571428571428, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 0.0, 1.7142857142857142 ], "type_event": [ 10, 10, 7, 10, 9, 10, 7, 1, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 3, 10, 9, 3, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 4, 10, 7, 11, 10, 10, 16, 10, 10, 10, 10, 10, 11, 10, 8, 10, 4, 7 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Books", "Office Products", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Office Products", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Toys and Games", "Books", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews submitted consistently over time, particularly in the early weeks and continuing throughout the sequence. Other categories such as \"Grocery and Gourmet Food,\" \"Office Products,\" and \"Arts Crafts and Sewing\" appear intermittently but cluster around specific weeks, particularly in the earlier and mid-sequence. Notably, the reviews for \"Electronics\" and \"Home and Kitchen\" emerge later in the timeline, indicating a gradual diversification of review categories as time progresses. Overall, the pattern reveals a predominant focus on books, with occasional reviews in other categories that tend to appear in clusters rather than evenly spaced." }, { "dim_process": 18, "seq_idx": 68, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 4.428571428571429, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.714285714285714, 7.142857142857143, 7.857142857142857, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.142857142857142, 13.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 17.0, 17.428571428571427, 18.428571428571427, 21.857142857142858, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 1.0, 3.4285714285714284, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over a span of several weeks. Most reviews occur in the initial weeks, with a notable cluster of activity between weeks 0 and 18, after which there is a significant gap before a review in the \"Kindle Store\" category at week 21. The reviews continue with additional entries in the \"Books\" category after the Kindle Store review, indicating a sustained interest in books throughout the sequence." }, { "dim_process": 18, "seq_idx": 69, "seq_len": 53, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.714285714285715, 19.571428571428573, 19.857142857142858, 20.428571428571427, 21.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted consistently over time. The first review appears shortly after the start of the timeline, and there is a notable cluster of \"Books\" reviews in the initial weeks, followed by a gradual introduction of \"Kindle Store\" reviews starting around the third week. \"Kindle Store\" reviews appear sporadically, interspersed among the \"Books\" reviews, particularly in the later weeks, indicating a slight increase in diversity of review categories as time progresses. Overall, the trend shows a strong initial emphasis on \"Books\" with occasional shifts to \"Kindle Store\" reviews as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 70, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 10.857142857142858, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.428571428571429, 16.428571428571427, 16.714285714285715, 17.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 6.571428571428571 ], "type_event": [ 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a steady increase in reviews over time, particularly in the early weeks. The \"Kindle Store\" reviews are interspersed throughout but appear less frequently compared to \"Books.\" Notably, there are clusters of \"Books\" reviews occurring at various intervals, especially around the 3 to 5-week mark and again towards the end of the sequence. The \"Kindle Store\" reviews tend to appear more frequently in the latter half of the timeline, suggesting a potential shift in focus as time progresses." }, { "dim_process": 18, "seq_idx": 71, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 4.428571428571429, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.0, 11.0, 11.0, 11.0, 11.0, 11.0, 13.0, 13.0, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.857142857142858, 19.285714285714285, 22.142857142857142, 22.142857142857142, 23.0, 23.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 4.428571428571429, 6.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 5.142857142857143, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 2.857142857142857, 0.0, 0.8571428571428571, 0.0 ], "type_event": [ 11, 9, 5, 4, 11, 7, 14, 9, 1, 0, 10, 0, 5, 11, 11, 1, 2, 12, 4, 10, 14, 7, 13, 1, 10, 11, 6, 14, 13, 11, 11, 0, 11, 1, 11, 11, 11, 0, 11, 5 ], "type_text": [ "Home and Kitchen", "Office Products", "Automotive", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Movies and TV", "Office Products", "Tools and Home Improvement", "Other", "Books", "Other", "Automotive", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Electronics", "Books", "Movies and TV", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Tools and Home Improvement", "Books", "Home and Kitchen", "Industrial and Scientific", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Automotive" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Home and Kitchen, Office Products, Automotive, and Electronics. After an initial period of varied reviews, there is a notable clustering of reviews around the 10-week mark, with multiple categories being reviewed simultaneously, particularly in Home and Kitchen, Movies and TV, and Office Products. Following this peak, there is a gradual increase in Home and Kitchen reviews over the subsequent weeks, with additional reviews for Tools and Home Improvement and Other categories appearing intermittently. The trend continues with a predominance of Home and Kitchen reviews, culminating in a series of reviews in that category as the timeline progresses towards the 23-week mark." }, { "dim_process": 18, "seq_idx": 72, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.142857142857143, 4.0, 4.142857142857143, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.714285714285714, 7.142857142857143, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.571428571428571, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 17.142857142857142, 18.857142857142858, 19.142857142857142, 20.0, 21.0, 21.142857142857142, 22.285714285714285, 23.142857142857142, 23.285714285714285, 25.142857142857142, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time. The first review occurs at the beginning of the timeline, and reviews in this category continue to dominate throughout, with only a few instances of reviews in the \"Kindle Store\" category appearing intermittently. Notably, reviews are clustered closely together, particularly in the early weeks, with a gradual increase in the frequency of submissions before stabilizing. The pattern indicates a sustained interest in books, with the \"Kindle Store\" reviews appearing primarily at specific intervals rather than frequently." }, { "dim_process": 18, "seq_idx": 73, "seq_len": 87, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.428571428571429, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.857142857142858, 18.857142857142858, 19.0, 19.285714285714285, 19.571428571428573, 19.714285714285715, 19.857142857142858, 21.0, 21.285714285714285, 21.714285714285715, 22.428571428571427, 24.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 2.4285714285714284, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster around specific points, particularly after the initial weeks. There is a notable increase in the variety of reviews in the later weeks, with both categories appearing simultaneously, indicating a potential overlap in interests. Overall, the trend indicates a sustained engagement with books, with intermittent reviews for the Kindle Store primarily occurring after the first few weeks." }, { "dim_process": 18, "seq_idx": 74, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 4.142857142857143, 5.0, 5.714285714285714, 5.857142857142857, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.571428571428571, 9.571428571428571, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.142857142857142, 17.428571428571427, 17.428571428571427, 20.285714285714285, 20.285714285714285, 20.571428571428573, 21.142857142857142, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 2.2857142857142856, 0.0, 2.857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 3.142857142857143, 0.5714285714285714 ], "type_event": [ 7, 2, 15, 9, 1, 11, 1, 10, 9, 11, 10, 5, 8, 10, 11, 11, 0, 7, 2, 7, 2, 11, 9, 10, 10, 0, 7, 7, 11, 15, 12, 10, 3, 7, 15, 10, 7, 0, 4, 3, 0, 0, 3, 8, 3, 8, 2, 11, 12, 11 ], "type_text": [ "Grocery and Gourmet Food", "Pet Supplies", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Books", "Office Products", "Home and Kitchen", "Books", "Automotive", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Office Products", "Books", "Books", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Other", "Electronics", "Arts Crafts and Sewing", "Other", "Other", "Arts Crafts and Sewing", "Toys and Games", "Arts Crafts and Sewing", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable clustering of certain categories. Initially, reviews for Grocery and Gourmet Food, Pet Supplies, and Clothing Shoes and Jewelry appear early in the timeline, followed by a gradual increase in reviews for Home and Kitchen and Books. As time progresses, there is a distinct resurgence of Grocery and Gourmet Food reviews, along with a consistent presence of Books. Toward the later stages, a significant number of reviews for Arts Crafts and Sewing and Toys and Games emerge, indicating a shift in focus. Overall, the sequence demonstrates a pattern of varied interests with certain categories experiencing multiple reviews at different intervals." }, { "dim_process": 18, "seq_idx": 75, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.5714285714285716, 4.0, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.571428571428571, 7.142857142857143, 7.285714285714286, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.0, 15.0, 15.571428571428571, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.714285714285715, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.571428571428573, 19.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 4.857142857142857 ], "type_event": [ 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on books, with multiple reviews submitted in the initial weeks. Kindle Store reviews appear intermittently, often following clusters of book reviews. As time progresses, there is a noticeable trend of increasing frequency in both categories, particularly with books dominating the earlier weeks and Kindle Store reviews becoming more prominent in the later weeks. Overall, the reviews show a pattern of clustering around books at the start, gradually integrating more Kindle Store reviews as time goes on, particularly in the later stages of the timeline." }, { "dim_process": 18, "seq_idx": 76, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.0, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 9.142857142857142, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.714285714285715, 17.714285714285715, 20.428571428571427, 20.571428571428573, 20.714285714285715, 21.0, 21.142857142857142, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 2.7142857142857144, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 4.142857142857143, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 2.7142857142857144, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 7, 10, 7, 11, 9, 12, 11, 12, 15, 5, 7, 12, 2, 15, 10, 12, 10, 11, 10, 10, 7, 12, 10, 12, 11, 8, 10, 10, 12, 15, 11, 10, 10, 11, 10, 10, 8, 2, 11, 13, 12, 4, 12, 10, 11, 7, 10, 10, 0, 11, 12, 15, 11, 10 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Other", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews begins with an initial focus on Grocery and Gourmet Food, followed by a gradual introduction of other categories such as Books and Home and Kitchen within the first few weeks. As time progresses, there is a noticeable clustering of reviews related to Sports and Outdoors, particularly in the mid to later weeks. Books consistently appear throughout the timeline, with a significant concentration of reviews occurring in the later weeks, while Home and Kitchen also shows a steady presence. Other categories, such as Clothing Shoes and Jewelry, Pet Supplies, and Toys and Games, appear intermittently but do not dominate the review timeline." }, { "dim_process": 18, "seq_idx": 77, "seq_len": 42, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 10.571428571428571, 10.857142857142858, 10.857142857142858, 12.285714285714286, 13.285714285714286, 13.571428571428571, 14.285714285714286, 15.142857142857142, 15.857142857142858, 17.142857142857142, 17.142857142857142, 20.285714285714285, 23.285714285714285, 24.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.0, 1.4285714285714286, 1.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 1.2857142857142858, 0.0, 3.142857142857143, 3.0, 1.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 0, 10, 0, 10, 0, 0, 10, 10, 0, 10, 0, 0, 10, 0, 10, 10, 10, 4, 4, 10, 10, 4, 10, 0, 4, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 0, 14, 0, 10, 10 ], "type_text": [ "Books", "Books", "Other", "Books", "Other", "Books", "Other", "Other", "Books", "Books", "Other", "Books", "Other", "Other", "Books", "Other", "Books", "Books", "Books", "Electronics", "Electronics", "Books", "Books", "Electronics", "Books", "Other", "Electronics", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Movies and TV", "Other", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with numerous reviews submitted throughout the timeline, particularly clustered in the early weeks and continuing steadily into later weeks. \"Other\" reviews appear intermittently, often following or preceding \"Books\" reviews, suggesting a pattern of mixed content. The \"Electronics\" category is introduced around the seventh week, with reviews occurring in clusters, while the \"Movies and TV\" category appears later in the sequence. Overall, the trend indicates a predominant engagement with \"Books,\" with other categories appearing less frequently and primarily in the middle to later stages of the timeline." }, { "dim_process": 18, "seq_idx": 78, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.7142857142857144, 4.0, 4.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 8.714285714285714, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.571428571428571, 12.142857142857142, 12.714285714285714, 13.714285714285714, 14.0, 14.714285714285714, 14.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.571428571428573, 17.714285714285715, 18.0, 18.714285714285715, 18.857142857142858, 19.0, 19.714285714285715, 20.857142857142858, 21.857142857142858, 22.0, 22.142857142857142, 23.0, 23.857142857142858, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted within the first 24 weeks. The reviews for books are clustered heavily in the earlier weeks, particularly between weeks 0 and 18, with a noticeable drop in frequency after week 19. A single review for the \"Kindle Store\" appears at week 14, and one review for \"Clothing Shoes and Jewelry\" is submitted at week 19, indicating a brief diversification before returning to books. Overall, the trend indicates a strong preference for books, with minimal engagement in other categories." }, { "dim_process": 18, "seq_idx": 79, "seq_len": 47, "time_since_start": [ 0.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.428571428571429, 10.571428571428571, 17.0 ], "time_since_last_event": [ 0.0, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 6.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 11, 2, 12, 11, 10, 10, 2, 0, 14, 10, 12, 10, 2, 0, 9, 0, 4, 10, 4, 11, 0, 10, 10, 10, 9, 10, 4, 10, 4, 7, 11, 17, 9, 10, 7, 14, 9, 11, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Other", "Movies and TV", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Other", "Office Products", "Other", "Electronics", "Books", "Electronics", "Home and Kitchen", "Other", "Books", "Books", "Books", "Office Products", "Books", "Electronics", "Books", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Cell Phones and Accessories", "Office Products", "Books", "Grocery and Gourmet Food", "Movies and TV", "Office Products", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category in the initial weeks, with multiple reviews submitted within a short timeframe. As time progresses, there is a diversification of categories, including \"Home and Kitchen,\" \"Pet Supplies,\" and \"Sports and Outdoors,\" which cluster around the third to fourth week. The reviews for \"Electronics\" and \"Office Products\" appear later in the timeline, particularly between weeks six and eight. Towards the end of the sequence, there is a notable review for \"Clothing Shoes and Jewelry\" at week seventeen, indicating a shift in focus after a prolonged period of reviewing other categories. Overall, the trend reflects an initial concentration on books followed by a gradual expansion into various other categories over time." }, { "dim_process": 18, "seq_idx": 80, "seq_len": 90, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 6.0, 6.142857142857143, 6.571428571428571, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.0, 11.142857142857142, 11.142857142857142, 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0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 3.2857142857142856, 0.8571428571428571, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline. The \"Kindle Store\" reviews appear less frequently but tend to cluster around certain periods, particularly after several \"Books\" reviews. Initially, the user primarily reviews \"Books,\" with a gradual introduction of \"Kindle Store\" reviews starting around week 1. Over time, there is a noticeable increase in \"Kindle Store\" reviews, especially in the later weeks, indicating a shift in the user's review patterns." }, { "dim_process": 18, "seq_idx": 81, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 4.0, 5.0, 5.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 11.0, 12.0, 13.0, 13.142857142857142, 14.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.0, 18.285714285714285, 19.142857142857142, 21.428571428571427, 23.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 1.0, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 2.2857142857142856, 1.8571428571428572, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over time, especially in the initial weeks. A notable shift occurs around the 7-week mark, where a few reviews for the Kindle Store are introduced, but the focus quickly returns to books. The pattern shows that book reviews continue to be submitted regularly, with some clustering of reviews occurring in specific weeks, particularly between the 15 to 19-week range. The trend indicates a sustained interest in books throughout the sequence, with intermittent mentions of the Kindle Store." }, { "dim_process": 18, "seq_idx": 82, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.857142857142858, 12.0, 12.0, 13.714285714285714, 14.0, 14.857142857142858, 15.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.0, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 9.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 11, 2, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a significant concentration of reviews occurring in the initial weeks. Reviews for \"Books\" are consistently submitted, particularly from the start up to week 10, after which there is a notable shift with reviews for \"Kindle Store\" appearing. Around week 6, there is a brief introduction of reviews in the \"Patio Lawn and Garden\" and \"Grocery and Gourmet Food\" categories, but these are infrequent compared to the dominant \"Books\" reviews. After week 10, the frequency of \"Books\" reviews continues, with some intermittent entries in other categories, leading to a resurgence of \"Books\" reviews towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 83, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.7142857142857142, 2.0, 2.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 6.0, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.714285714285715, 19.142857142857142, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong and consistent focus on the \"Books\" category, with the majority of reviews submitted over an extended period. Initial reviews occur predominantly in the first few weeks, with a notable cluster of reviews around the 0 to 3-week mark. The only significant deviation from the \"Books\" category occurs at the 6.71-week mark, where a review for \"Home and Kitchen\" is submitted, followed by two reviews in the \"Kindle Store\" category later in the sequence. Overall, the trend indicates a sustained interest in books throughout the timeline, with reviews consistently appearing at regular intervals." }, { "dim_process": 18, "seq_idx": 84, "seq_len": 112, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 3.2857142857142856, 3.2857142857142856, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.714285714285714, 5.714285714285714, 6.285714285714286, 6.714285714285714, 7.0, 7.0, 7.0, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.714285714285714, 9.714285714285714, 10.0, 10.0, 10.0, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 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22.428571428571427, 23.0, 23.142857142857142, 23.285714285714285, 23.571428571428573, 23.857142857142858, 23.857142857142858, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.0, 1.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 12, 10, 1, 10, 7, 11, 11, 9, 10, 15, 7, 12, 9, 12, 10, 12, 12, 8, 15, 10, 10, 12, 10, 11, 12, 12, 10, 11, 12, 7, 15, 10, 2, 11, 8, 12, 15, 3, 10, 13, 12, 10, 10, 12, 10, 7, 10, 12, 10, 15, 8, 8, 7, 10, 11, 8, 7, 12, 10, 10, 8, 10, 12, 11, 10, 8, 10, 10, 12, 10, 10, 12, 10, 2, 10, 6, 10, 7, 10, 8, 2, 10, 10, 2, 10, 15, 2, 2, 12, 4, 1, 11, 11, 11, 15, 2, 7, 12, 11, 12, 15, 15, 15, 7, 8, 12, 12, 0, 0, 2, 11, 1 ], "type_text": [ "Sports and Outdoors", "Books", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Office Products", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Books", "Sports and Outdoors", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Books", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Patio Lawn and Garden", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Books", "Toys and Games", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Toys and Games", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Books", "Industrial and Scientific", "Books", "Grocery and Gourmet Food", "Books", "Toys and Games", "Pet Supplies", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Sports and Outdoors", "Sports and Outdoors", "Other", "Other", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a diverse range of categories over time, with notable clusters of reviews in specific categories. Initially, the user reviews categories such as Sports and Outdoors, Books, and Tools and Home Improvement, with a gradual increase in the frequency of reviews for Books and Sports and Outdoors as time progresses. There are several instances of clustering around the Home and Kitchen and Toys and Games categories, particularly in the later weeks. The reviews also demonstrate a consistent interest in Grocery and Gourmet Food and Clothing Shoes and Jewelry, which appear frequently throughout the timeline. Overall, the sequence reflects a pattern of increasing engagement with certain categories as time advances, particularly Books and Sports and Outdoors." }, { "dim_process": 18, "seq_idx": 85, "seq_len": 98, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 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16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the entire timeline, often in clusters. The \"Kindle Store\" reviews appear less frequently but tend to occur in specific clusters, particularly at the beginning and later stages of the timeline. Initially, there is a mix of both categories, but over time, the frequency of \"Books\" reviews increases, while \"Kindle Store\" reviews become more concentrated in certain periods, particularly towards the end of the sequence. Overall, the trend indicates a strong and sustained interest in \"Books\" with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 86, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 2.0, 2.0, 2.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.285714285714286, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 16.0, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.428571428571427, 18.285714285714285, 19.285714285714285, 23.285714285714285, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 1.0, 4.0, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 4, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on books, with multiple reviews concentrated in the initial weeks. Electronics reviews appear sporadically around the second week and again later in the sequence. After a consistent pattern of book reviews, there is a slight diversification with reviews in arts, crafts, and sewing, as well as clothing, shoes, and jewelry occurring later in the timeline. Overall, the majority of reviews cluster around books, particularly in the earlier weeks, with other categories appearing less frequently and primarily in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 87, "seq_len": 49, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.142857142857142, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 15.571428571428571, 16.428571428571427, 16.571428571428573, 17.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 3.0, 0.8571428571428571, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 12 weeks. The user begins with a series of reviews for books, followed by a few reviews for the \"Kindle Store\" around the 2-3 week mark. After a brief interval of Kindle reviews, the user returns to reviewing books extensively, with a few isolated instances of reviews in other categories, such as \"Clothing Shoes and Jewelry.\" The pattern indicates that the user primarily engages with books early on, with a gradual introduction of Kindle reviews, before returning to a strong emphasis on books throughout the timeline." }, { "dim_process": 18, "seq_idx": 88, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.8571428571428572, 3.0, 3.857142857142857, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.857142857142858, 10.857142857142858, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.857142857142858, 14.0, 14.571428571428571, 14.857142857142858, 15.857142857142858, 16.857142857142858, 17.142857142857142, 17.857142857142858, 17.857142857142858, 18.857142857142858, 19.857142857142858, 20.285714285714285, 20.285714285714285, 20.857142857142858, 21.285714285714285, 22.0, 22.142857142857142, 22.857142857142858, 23.857142857142858, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 0.8571428571428571, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 1.0, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.0, 1.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 15, 2, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered within the first 25 weeks. The user primarily submits reviews for books in the early weeks, with a notable peak in activity around the 5 to 10-week mark. There is a slight diversification in categories around the 20-week mark, with reviews for \"Clothing Shoes and Jewelry\" and \"Pet Supplies\" appearing simultaneously. However, the trend quickly returns to book reviews, which continue to dominate the sequence through to the 25-week point." }, { "dim_process": 18, "seq_idx": 89, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 8.0, 8.285714285714286, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 16.714285714285715, 17.571428571428573, 18.142857142857142, 19.0, 19.714285714285715, 20.428571428571427, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.4285714285714284, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 3.5714285714285716 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, notably after several weeks of predominantly \"Books\" reviews. As the sequence progresses, there is a gradual increase in \"Kindle Store\" reviews, particularly in the later weeks, indicating a shift in focus. Overall, the majority of reviews are concentrated in the \"Books\" category, especially in the initial weeks, with \"Kindle Store\" reviews emerging more prominently in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 90, "seq_len": 85, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.428571428571427, 19.571428571428573, 20.428571428571427, 21.142857142857142, 21.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently over the entire timeframe. The reviews for \"Books\" appear in clusters, particularly in the early weeks, with a sustained frequency throughout the sequence. Reviews for the \"Kindle Store\" category start appearing later in the timeline, with a noticeable increase in frequency after the 4-week mark. Additionally, there are brief mentions of other categories like \"Home and Kitchen\" and \"Clothing Shoes and Jewelry,\" but these are infrequent and occur alongside the dominant \"Books\" reviews. Overall, the sequence shows a strong emphasis on book reviews, with a gradual introduction of Kindle-related reviews as time progresses." }, { "dim_process": 18, "seq_idx": 91, "seq_len": 155, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.857142857142857, 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11 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Tools and Home Improvement", "Pet Supplies", "Books", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Books", "Toys and Games", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Office Products", "Pet Supplies", "Pet Supplies", "Automotive", "Books", "Home and Kitchen", "Office Products", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Office Products", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Toys and Games", "Books", "Books", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Office Products", "Books", "Sports and Outdoors", "Books", "Office Products", "Patio Lawn and Garden", "Books", "Other", "Home and Kitchen", "Sports and Outdoors", "Books", "Toys and Games", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Toys and Games", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Toys and Games", "Other", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, which are frequently submitted throughout the timeline, particularly clustered in the early and later weeks. Home and Kitchen items appear regularly, especially in the initial weeks and again towards the end. Other categories like Clothing Shoes and Jewelry, Tools and Home Improvement, and Sports and Outdoors also appear but with less frequency, often interspersed among the reviews for books and home-related products. Notably, there are clusters of reviews for Toys and Games and Office Products in the middle of the timeline, indicating varied interests over time." }, { "dim_process": 18, "seq_idx": 92, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 19.428571428571427, 19.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 3.2857142857142856, 0.14285714285714285, 5.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent frequency of reviews submitted over time. The reviews for \"Books\" occur primarily in clusters, particularly in the earlier weeks, with a noticeable continuation of this trend throughout the timeline. The \"Kindle Store\" reviews appear sporadically, mostly interspersed among the \"Books\" reviews, and tend to occur later in the sequence, suggesting a gradual introduction of reviews for this category. Overall, the majority of reviews are concentrated in the first half of the timeline, with fewer reviews submitted in the later weeks." }, { "dim_process": 18, "seq_idx": 93, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 2.2857142857142856, 2.4285714285714284, 4.0, 4.285714285714286, 5.0, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.285714285714286, 13.0, 13.142857142857142, 14.0, 14.714285714285714, 15.142857142857142, 15.285714285714286, 16.285714285714285, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 19.571428571428573, 21.0, 21.428571428571427, 21.857142857142858, 23.0, 24.142857142857142, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly focused on Books, which continue to be submitted consistently over the first several weeks. A notable trend is the concentration of Book reviews, which dominate the early timeline and continue to appear frequently throughout the sequence. There are brief interludes where reviews for the Kindle Store appear, particularly after several weeks of Book reviews, and one review for Toys and Games is submitted around the 11-week mark. Overall, the pattern shows a strong preference for Book reviews, with Kindle Store reviews occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 94, "seq_len": 53, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.571428571428571, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 9.285714285714286, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.0, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.142857142857142, 15.0, 15.571428571428571, 16.0, 16.428571428571427, 17.428571428571427, 17.714285714285715, 18.428571428571427, 19.285714285714285, 20.142857142857142, 21.142857142857142, 22.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the initial weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often following clusters of book reviews. There is a general trend of increasing review activity in the early weeks, with a notable concentration of reviews occurring between weeks 0 and 14, after which the frequency of reviews remains relatively steady but with fewer peaks. The pattern indicates that the user primarily engages with book-related content, with occasional reviews of the Kindle Store interjected throughout the sequence." }, { "dim_process": 18, "seq_idx": 95, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.571428571428571, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 8.714285714285714, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 11.714285714285714, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 17.571428571428573, 19.714285714285715, 19.714285714285715, 19.857142857142858, 21.0, 21.857142857142858, 22.857142857142858, 23.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 1.7142857142857142, 1.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 2.142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 1.0, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 2, 7, 2, 0, 7, 12, 11, 7, 2, 7, 0, 7, 7, 8, 7, 7, 2, 7, 7, 4, 2, 3, 7, 7, 2, 4, 2, 2, 0, 7, 7, 2, 7, 2, 7, 0, 2, 7, 5, 7, 11, 7, 7, 11, 7, 7, 7, 2, 17, 5, 0, 7, 7, 7, 11, 6, 7, 7, 7, 2, 7, 2, 7, 7, 7, 7, 7, 7 ], "type_text": [ "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Electronics", "Pet Supplies", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Electronics", "Pet Supplies", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Cell Phones and Accessories", "Automotive", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a focus on Pet Supplies and Grocery and Gourmet Food, with both categories receiving early attention. As time progresses, Grocery and Gourmet Food consistently dominates the review submissions, particularly in the later weeks, while Pet Supplies also maintains a steady presence. Other categories, such as Electronics, Automotive, and Home and Kitchen, appear intermittently, often clustered around specific weeks. Overall, there is a clear trend of increasing frequency in Grocery and Gourmet Food reviews, particularly after the initial weeks, while Pet Supplies reviews appear more sporadically throughout the sequence." }, { "dim_process": 18, "seq_idx": 96, "seq_len": 93, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 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10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed over the initial 25 weeks, with a notable cluster of reviews occurring in the first 20 weeks. The \"Kindle Store\" category appears intermittently, with its first reviews starting around week 5 and continuing to appear alongside \"Books\" reviews. The frequency of \"Kindle Store\" reviews increases slightly in the later weeks, but \"Books\" remains the primary focus throughout the entire sequence. Overall, the reviews are heavily concentrated in the early to mid-weeks, with a gradual introduction of the \"Kindle Store\" category." }, { "dim_process": 18, "seq_idx": 97, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 2.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.0, 7.0, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.714285714285714, 9.714285714285714, 19.142857142857142, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.857142857142858, 21.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 2.7142857142857144, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 9.428571428571429, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714 ], "type_event": [ 5, 0, 6, 0, 4, 6, 12, 13, 5, 1, 3, 4, 4, 5, 0, 0, 1, 0, 5, 5, 0, 4, 1, 14, 0, 0, 5, 15, 0, 1, 5, 4, 6, 5, 5, 14, 1, 15, 5, 5, 5 ], "type_text": [ "Automotive", "Other", "Industrial and Scientific", "Other", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Automotive", "Tools and Home Improvement", "Arts Crafts and Sewing", "Electronics", "Electronics", "Automotive", "Other", "Other", "Tools and Home Improvement", "Other", "Automotive", "Automotive", "Other", "Electronics", "Tools and Home Improvement", "Movies and TV", "Other", "Other", "Automotive", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Automotive", "Electronics", "Industrial and Scientific", "Automotive", "Automotive", "Movies and TV", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Automotive", "Automotive", "Automotive" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, predominantly in Automotive, Other, and Industrial and Scientific, all submitted within the first week. As time progresses, there is a notable increase in Automotive reviews, particularly around the 7-week mark and again at approximately 19 weeks, where multiple reviews in this category are recorded in close succession. Electronics and Tools and Home Improvement reviews appear intermittently, with a slight increase in frequency around the 7-week mark. The reviews show a pattern of clustering in specific categories at various intervals, particularly Automotive, which consistently appears both early and later in the sequence." }, { "dim_process": 18, "seq_idx": 98, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.0, 6.857142857142857, 7.857142857142857, 8.0, 8.857142857142858, 9.0, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.571428571428571, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.285714285714285, 19.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in the early weeks, particularly within the first 18 weeks, with a notable clustering of reviews in the first few weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline, primarily occurring after several weeks of book reviews. There is a gradual decline in the frequency of book reviews as time progresses, with the last review in the sequence being a \"Kindle Store\" review occurring significantly later than the majority of the book reviews." }, { "dim_process": 18, "seq_idx": 99, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.285714285714286, 5.714285714285714, 6.428571428571429, 7.142857142857143, 7.714285714285714, 8.571428571428571, 8.714285714285714, 9.0, 12.142857142857142, 14.714285714285714, 16.0, 17.714285714285715, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.0, 19.428571428571427, 20.428571428571427, 22.0, 22.428571428571427, 22.857142857142858, 22.857142857142858, 23.857142857142858, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 3.142857142857143, 2.5714285714285716, 1.2857142857142858, 1.7142857142857142, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 1.0, 0.8571428571428571, 0.0 ], "type_event": [ 15, 15, 11, 17, 11, 1, 12, 15, 12, 8, 10, 3, 0, 10, 11, 8, 9, 11, 15, 15, 11, 10, 3, 15, 7, 8, 11, 1, 12, 11, 11, 15, 11, 0, 7, 7, 11, 10, 6, 0, 0, 6, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Books", "Arts Crafts and Sewing", "Other", "Books", "Home and Kitchen", "Toys and Games", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Industrial and Scientific", "Other", "Other", "Industrial and Scientific", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows an initial focus on Clothing, Shoes and Jewelry, followed by a diverse range of categories including Home and Kitchen, Cell Phones, and Tools within the first few weeks. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly around weeks 5 to 22. The user also revisits Clothing, Shoes and Jewelry multiple times throughout the sequence, with peaks in reviews around weeks 6 and 24. Additionally, there is a gradual introduction of other categories such as Toys and Games, Books, and Grocery and Gourmet Food, which appear more frequently in the later stages of the timeline." }, { "dim_process": 18, "seq_idx": 100, "seq_len": 67, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.714285714285715, 19.142857142857142, 20.857142857142858, 23.857142857142858, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 3.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in the early weeks and continuing steadily over time. There is a notable spike in reviews around the 2 to 3-week mark, followed by a gradual increase in frequency until around the 18-week point. A single review for the \"Kindle Store\" category occurs at approximately 20 weeks, after which the user returns to submitting reviews for \"Books.\" The pattern indicates a sustained interest in books with a slight diversification into the Kindle Store, followed by a return to the primary category." }, { "dim_process": 18, "seq_idx": 101, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 3.0, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 7.0, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.0, 10.142857142857142, 10.714285714285714, 11.0, 12.0, 12.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 15.0, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 21.0, 21.142857142857142, 22.0, 23.0, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 11, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted throughout the entire timeline. The reviews for \"Books\" begin at the start of the sequence and continue to be submitted regularly, with a notable cluster of reviews occurring in the early weeks and maintaining frequency up to the later weeks. There are a few instances of reviews for other categories, such as \"Movies and TV,\" \"Home and Kitchen,\" and \"Tools and Home Improvement,\" which occur at the 9.29-week mark, but these are isolated events compared to the overwhelming number of reviews for \"Books.\" Overall, the trend indicates a sustained interest in books with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 102, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.714285714285714, 4.857142857142857, 6.142857142857143, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 8.714285714285714, 9.0, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 12.714285714285714, 13.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.428571428571427, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.285714285714285, 18.285714285714285, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.0, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 15, 10, 11, 10, 10, 15, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 1, 4 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews concentrated in the first few weeks. After several weeks of predominantly reviewing books, there is a slight diversification into other categories, such as \"Clothing Shoes and Jewelry\" and \"Home and Kitchen,\" which occur around the 6 to 11-week mark. The reviews for \"Books\" continue to dominate throughout the sequence, with sporadic entries from other categories appearing primarily in the later weeks. Notably, the review for \"Electronics\" occurs much later in the timeline, indicating a shift in focus after an extended period of reviewing books." }, { "dim_process": 18, "seq_idx": 103, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.285714285714286, 4.571428571428571, 5.714285714285714, 6.285714285714286, 6.285714285714286, 7.428571428571429, 8.0, 8.285714285714286, 10.0, 12.0, 12.0, 12.0, 13.0, 15.0, 15.0, 15.0, 16.0, 16.142857142857142, 16.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.857142857142858, 20.0, 20.142857142857142, 20.428571428571427, 21.0, 22.714285714285715, 23.0, 23.0, 24.0, 24.571428571428573, 25.0, 25.142857142857142, 25.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.0, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 2.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.0, 1.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 12, 7, 11, 0, 10, 15, 10, 8, 15, 12, 10, 10, 11, 11, 12, 10, 10, 10, 10, 11, 10, 0, 10, 15, 11, 10, 10, 15, 10, 10, 12, 15, 9, 15, 9, 10, 15, 10, 11, 7, 15, 10, 9, 10, 10, 11, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Office Products", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Office Products", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews concentrated in the first few weeks. After this period, there is a noticeable diversification into other categories such as \"Sports and Outdoors,\" \"Grocery and Gourmet Food,\" and \"Home and Kitchen,\" all occurring around the same time in week two. The reviews for \"Books\" continue to be prominent throughout the sequence, with clusters appearing at various intervals. Other categories like \"Clothing Shoes and Jewelry\" and \"Office Products\" also emerge later in the timeline, indicating a gradual expansion of review topics over time, particularly around weeks 15 to 25." }, { "dim_process": 18, "seq_idx": 104, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.142857142857142, 14.0, 14.142857142857142, 17.0, 17.428571428571427, 18.0, 19.0, 19.142857142857142, 19.285714285714285, 21.285714285714285, 21.428571428571427, 22.0, 23.142857142857142, 24.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 2.857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 2.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with numerous reviews submitted over a span of several weeks. The reviews begin at week 0 and continue to cluster heavily around the early weeks, with a noticeable concentration of reviews in the first 14 weeks. The \"Kindle Store\" category appears less frequently, with reviews submitted at specific intervals, primarily around weeks 8 and 24. Overall, the trend shows a strong preference for reviewing books, with occasional entries for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 105, "seq_len": 77, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.714285714285714, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.571428571428573, 18.285714285714285, 18.571428571428573, 19.285714285714285, 19.714285714285715, 20.0, 20.285714285714285, 22.857142857142858, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with reviews occurring at regular intervals over time. The reviews begin at week 0 and continue steadily, with a notable increase in frequency during the early weeks, particularly within the first 20 weeks. As time progresses, there are clusters of reviews, especially around weeks 10 to 20, followed by a gradual tapering off in frequency towards the end of the sequence, indicating a sustained interest in reviewing books throughout the observed period." }, { "dim_process": 18, "seq_idx": 106, "seq_len": 141, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.0, 3.0, 3.0, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.857142857142857, 4.857142857142857, 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0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 3, 7, 12, 11, 7, 6, 9, 15, 15, 1, 10, 12, 12, 1, 10, 11, 1, 11, 9, 10, 12, 1, 12, 9, 11, 8, 8, 12, 10, 15, 10, 12, 12, 12, 1, 12, 15, 12, 12, 1, 9, 11, 12, 12, 11, 1, 9, 11, 10, 1, 12, 2, 12, 7, 10, 10, 15, 0, 8, 11, 15, 12, 11, 15, 12, 15, 10, 15, 9, 11, 11, 9, 4, 10, 3, 15, 15, 10, 3, 10, 11, 9, 10, 10, 2, 12, 12, 10, 10, 9, 10, 15, 12, 7, 15, 10, 11, 12, 10, 9, 7, 1, 15, 10, 7, 2, 11, 5, 10, 12, 3, 14, 11, 10, 10, 8, 0, 8, 15, 11, 11, 0, 11, 14, 11, 7, 1, 11, 11, 11, 11, 0, 11, 4, 11, 10, 2, 7 ], "type_text": [ "Books", "Books", "Books", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Office Products", "Home and Kitchen", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Home and Kitchen", "Office Products", "Electronics", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Office Products", "Books", "Books", "Pet Supplies", "Sports and Outdoors", "Sports and Outdoors", "Books", "Books", "Office Products", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Office Products", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Automotive", "Books", "Sports and Outdoors", "Arts Crafts and Sewing", "Movies and TV", "Home and Kitchen", "Books", "Books", "Toys and Games", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Movies and TV", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Electronics", "Home and Kitchen", "Books", "Pet Supplies", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a notable clustering of events around specific categories, particularly \"Books,\" \"Sports and Outdoors,\" and \"Home and Kitchen.\" Initially, the user predominantly reviews \"Books,\" with a gradual introduction of other categories like \"Arts Crafts and Sewing\" and \"Grocery and Gourmet Food.\" As time progresses, there is a noticeable increase in reviews for \"Sports and Outdoors,\" which peaks around the mid-sequence, while \"Home and Kitchen\" reviews become more frequent towards the later weeks. Additionally, \"Clothing Shoes and Jewelry\" and \"Office Products\" appear consistently throughout the timeline, indicating a sustained interest in these categories. Overall, the reviews exhibit a trend of diversification over time, with certain categories experiencing bursts of activity at different points." }, { "dim_process": 18, "seq_idx": 107, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 6.285714285714286, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 8.285714285714286, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.142857142857142, 12.0, 13.142857142857142, 13.428571428571429, 14.0, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.0, 15.142857142857142, 16.0, 17.0, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.142857142857142, 19.0, 19.714285714285715, 22.285714285714285, 22.571428571428573, 23.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 2.2857142857142856, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.7142857142857143, 2.5714285714285716, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 15, 10, 11, 10, 10, 11, 7, 4, 10, 10, 10, 12, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 7, 11, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 8, 8, 0, 10, 11, 11, 10, 10, 11 ], "type_text": [ "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Books", "Books", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Toys and Games", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews submitted in this category occurring consistently throughout the timeline, particularly in the early weeks. Other categories, such as \"Home and Kitchen,\" \"Grocery and Gourmet Food,\" and \"Clothing Shoes and Jewelry,\" appear sporadically, primarily clustered around the 1 to 5-week mark and then again around the 19 to 24-week mark. \"Toys and Games\" reviews are limited to a brief cluster around the 17 to 18-week period. Overall, the trend indicates a predominant focus on books, with other categories being reviewed less frequently and in specific time frames." }, { "dim_process": 18, "seq_idx": 108, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.428571428571427, 17.428571428571427, 19.285714285714285, 19.857142857142858, 20.142857142857142, 20.714285714285715, 20.714285714285715, 21.0, 21.142857142857142, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed over a significant period, especially in the early weeks. There is a gradual introduction of reviews in the \"Kindle Store\" category starting around the eighth week, with a few instances of overlap with \"Books.\" The reviews for \"Books\" continue to dominate the sequence, with notable clusters occurring throughout the timeline, while \"Kindle Store\" reviews appear less frequently and tend to emerge later in the sequence. Overall, the pattern shows a sustained focus on \"Books\" with intermittent entries for \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 109, "seq_len": 62, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.857142857142857, 5.285714285714286, 6.0, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 9.0, 9.142857142857142, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 14.0, 14.142857142857142, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.142857142857142, 17.0, 17.857142857142858, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 19.285714285714285, 19.428571428571427, 20.0, 20.857142857142858, 22.0, 22.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a lengthy period. The reviews for \"Books\" occur frequently, especially in the early weeks, with a notable clustering of reviews in the first 20 weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed within the overall timeline, primarily occurring at specific intervals, suggesting they are secondary to the user's primary interest in \"Books.\" Overall, the trend indicates a sustained engagement with the \"Books\" category, with occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 110, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.857142857142857, 4.571428571428571, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.714285714285714, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 11.571428571428571, 12.714285714285714, 12.857142857142858, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 19.714285714285715, 20.142857142857142, 20.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 22 weeks. The reviews are submitted consistently, particularly in the earlier weeks, with a noticeable clustering of reviews in the first 10 weeks. After this initial period, the frequency of reviews begins to decrease, with longer intervals between submissions observed in the later weeks. Overall, the trend indicates a high volume of book reviews concentrated in the first half of the timeline, followed by a gradual tapering off in activity." }, { "dim_process": 18, "seq_idx": 111, "seq_len": 80, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.428571428571429, 7.428571428571429, 7.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.857142857142858, 15.142857142857142, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 19.285714285714285, 22.142857142857142, 22.428571428571427, 22.714285714285715, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 1.0 ], "type_event": [ 10, 10, 10, 10, 12, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 17, 14, 15, 16, 7, 4, 1, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Movies and TV", "Clothing Shoes and Jewelry", "Kindle Store", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the earlier weeks. There is a notable cluster of reviews for \"Books\" occurring from the start and continuing with high frequency for several weeks. Other categories, such as \"Sports and Outdoors,\" \"Kindle Store,\" and various others, appear sporadically, primarily concentrated around the 6 to 7-week mark. After this period, the reviews return to a strong emphasis on \"Books,\" with only occasional reviews in other categories. The pattern indicates that the user primarily engages with books over time, with brief diversions into other product categories." }, { "dim_process": 18, "seq_idx": 112, "seq_len": 67, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.714285714285714, 9.0, 9.428571428571429, 9.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. The reviews for \"Books\" dominate the early part of the timeline, with a few instances of \"Grocery and Gourmet Food\" and \"Kindle Store\" appearing around the 1.86 and 4.29-week marks, respectively. After a prolonged period of reviewing books, there is a notable shift with a single review in the \"Clothing Shoes and Jewelry\" category occurring much later in the timeline, indicating a clear pattern of clustering around book reviews initially, followed by a shift to other categories after a substantial duration." }, { "dim_process": 18, "seq_idx": 113, "seq_len": 181, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 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"Books", "Kindle Store", "Movies and TV", "Books", "Tools and Home Improvement", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Kindle Store", "Other", "Movies and TV", "Books", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Books", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong and consistent focus on the \"Books\" category, which dominates the early and later parts of the timeline. The \"Kindle Store\" reviews appear intermittently throughout the sequence, often clustering around the same periods as the \"Books\" reviews. Other categories such as \"Movies and TV\" and \"Other\" are less frequent and tend to appear sporadically, primarily in the middle of the timeline. Overall, the trend indicates a sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 114, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 2.0, 2.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 7.0, 7.714285714285714, 7.857142857142857, 8.571428571428571, 9.0, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 14.0, 14.857142857142858, 15.714285714285714, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.571428571428573, 19.0, 19.142857142857142, 19.714285714285715, 20.857142857142858, 21.0, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 3.4285714285714284, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store\" occurring early in the timeline. Most reviews are concentrated within the first 24 weeks, with a notable clustering of reviews in the initial weeks, particularly between weeks 0 and 12. After this period, the frequency of reviews remains steady but less clustered, with a gradual continuation of reviews primarily in the \"Books\" category throughout the timeline. Overall, the pattern indicates a strong and sustained engagement with books over time, with minimal variation in category." }, { "dim_process": 18, "seq_idx": 115, "seq_len": 170, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.428571428571429, 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"Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Kindle Store", "Other", "Books", "Other", "Movies and TV", "Books", "Arts Crafts and Sewing", "Electronics", "Grocery and Gourmet Food", "Toys and Games", "Books", "Tools and Home Improvement", "Books", "Books", "Toys and Games", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Electronics", "Movies and TV", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Other", "Books", "Other", "Toys and Games", "Other", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Movies and TV", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing", "Home and Kitchen", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Electronics", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Movies and TV", "Automotive", "Office Products", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Grocery and Gourmet Food", "Movies and TV", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Industrial and Scientific", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, with a notable emphasis on \"Other\" and \"Clothing Shoes and Jewelry.\" As time progresses, there is a significant clustering of reviews around the \"Books\" category, particularly between weeks 11 and 18, indicating a peak in activity for this category. Additionally, \"Toys and Games\" and \"Home and Kitchen\" categories show consistent engagement throughout the sequence, with multiple entries occurring in various weeks. Towards the later weeks, there is a resurgence of reviews in \"Clothing Shoes and Jewelry,\" alongside a steady presence of \"Movies and TV,\" suggesting a continued interest in these categories as time unfolds." }, { "dim_process": 18, "seq_idx": 116, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.714285714285714, 7.0, 8.285714285714286, 11.142857142857142, 11.142857142857142, 13.571428571428571, 13.571428571428571, 16.0, 16.0, 16.0, 19.428571428571427, 19.714285714285715, 19.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 2.857142857142857, 0.0, 2.4285714285714284, 0.0, 2.4285714285714284, 0.0, 0.0, 3.4285714285714284, 0.2857142857142857, 0.0, 2.4285714285714284 ], "type_event": [ 15, 1, 9, 1, 4, 4, 5, 9, 11, 12, 1, 15, 4, 5, 8, 12, 4, 0, 8, 8, 17, 4, 5, 5, 15, 11, 12, 8, 12, 8, 4, 1, 8, 11, 5, 1, 8, 8, 1, 8, 12, 8, 13, 11, 8, 8, 9, 5, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Electronics", "Electronics", "Automotive", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Automotive", "Toys and Games", "Sports and Outdoors", "Electronics", "Other", "Toys and Games", "Toys and Games", "Cell Phones and Accessories", "Electronics", "Automotive", "Automotive", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Electronics", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Toys and Games", "Toys and Games", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Patio Lawn and Garden", "Home and Kitchen", "Toys and Games", "Toys and Games", "Office Products", "Automotive", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed early on, particularly in clothing, tools, and office products. As time progresses, there is a noticeable clustering of reviews in the electronics and automotive categories around the three to four-week mark. Following this, toys and games reviews become prominent, especially between weeks four and eight, indicating a strong focus on this category. Towards the later stages, there is a resurgence of reviews in home and kitchen products, alongside continued engagement with toys and games, as well as some reviews in patio, lawn, and garden products. Overall, the review pattern shows a mix of early diversity followed by concentrated periods of specific categories, particularly toys and games." }, { "dim_process": 18, "seq_idx": 117, "seq_len": 83, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.714285714285714, 15.0, 15.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 17.0, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 19.428571428571427, 20.0, 20.0, 20.142857142857142, 20.714285714285715, 21.142857142857142, 21.285714285714285, 22.0, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Books\" occur frequently, particularly in the early weeks, with a few instances of \"Kindle Store\" reviews interspersed throughout the timeline. Notably, reviews for \"Kindle Store\" tend to cluster at specific intervals, primarily appearing after several weeks of consistent book reviews. Overall, the pattern indicates a sustained engagement with books, with occasional diversions into the Kindle Store category." }, { "dim_process": 18, "seq_idx": 118, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 4.0, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 13.142857142857142, 13.571428571428571, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.0, 18.142857142857142, 18.428571428571427, 19.285714285714285, 20.857142857142858, 21.142857142857142, 25.142857142857142, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 4.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a strong focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 20 weeks. Reviews for \"Books\" are consistently submitted throughout this period, with a few reviews for \"Kindle Store\" interspersed at specific intervals. The \"Home and Kitchen\" category appears early in the sequence, but the majority of reviews are dedicated to \"Books,\" particularly between weeks 0 and 20. After week 20, the frequency of reviews decreases, with only a few additional submissions for \"Books\" and \"Kindle Store\" noted in the later weeks." }, { "dim_process": 18, "seq_idx": 119, "seq_len": 44, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.428571428571429, 11.857142857142858, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.714285714285714, 17.142857142857142, 17.571428571428573, 18.142857142857142, 18.714285714285715, 19.428571428571427, 21.714285714285715 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 2.4285714285714284, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 2.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single review for the \"Kindle Store\" occurring early in the timeline. Most reviews are clustered within the first 10 weeks, demonstrating a high frequency of submissions during this initial period. After week 10, there is a noticeable decrease in the frequency of reviews, with fewer submissions occurring in the subsequent weeks, particularly after week 14. Overall, the trend indicates a strong early engagement with books, followed by a gradual decline in review activity over time." }, { "dim_process": 18, "seq_idx": 120, "seq_len": 91, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 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"Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews are less frequent and tend to cluster around specific points, primarily appearing after several \"Books\" reviews. Over time, the frequency of both categories remains relatively stable, with \"Books\" reviews continuing to dominate the sequence, while \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. The trend indicates a sustained engagement with books, with occasional interactions with the Kindle Store." }, { "dim_process": 18, "seq_idx": 121, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.571428571428571, 9.142857142857142, 10.0, 10.285714285714286, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 15.0, 15.857142857142858, 16.714285714285715, 17.0, 17.285714285714285, 17.571428571428573, 18.857142857142858, 19.0, 20.857142857142858, 21.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.8571428571428572, 1.0, 1.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly focused on Books. The initial reviews are concentrated within the first few weeks, with a notable cluster of Book reviews occurring between weeks 1 and 6. As time progresses, the frequency of Book reviews continues, with several clusters appearing at roughly 11 weeks and again around 17 weeks. The sequence concludes with a review in the Kindle Store after a lengthy period of Book reviews, indicating a return to the Kindle Store category after an extended focus on Books." }, { "dim_process": 18, "seq_idx": 122, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.7142857142857142, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 6.571428571428571 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856 ], "type_event": [ 1, 11, 0, 2, 11, 9, 10, 11, 7, 17, 2, 15, 15, 11, 2, 9, 1, 5, 4, 17, 17, 7, 15, 10, 4, 2, 12, 4, 1, 15, 10, 15, 11, 4, 17, 7, 2, 12, 1, 11 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Other", "Pet Supplies", "Home and Kitchen", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Automotive", "Electronics", "Cell Phones and Accessories", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Electronics", "Pet Supplies", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews shows that the user begins by reviewing items in the Tools and Home Improvement category, followed by a diverse range of categories including Home and Kitchen, Other, and Pet Supplies within the first week. As time progresses, reviews become more clustered around the 2 to 3-week mark, with multiple categories such as Clothing Shoes and Jewelry, Electronics, and Pet Supplies being reviewed in close succession. The user continues to review a variety of categories, with a noticeable increase in the frequency of reviews around the 2.43 to 3.29-week timeframe. Finally, there is a significant gap before a review is submitted again in the Home and Kitchen category at the 6.57-week mark, indicating a lull in activity after the earlier cluster of reviews." }, { "dim_process": 18, "seq_idx": 123, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 2.5714285714285716, 2.7142857142857144, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 18.0, 18.0, 18.0, 19.428571428571427, 19.714285714285715, 20.0, 20.0, 20.0, 20.0, 20.0, 20.857142857142858, 21.714285714285715, 21.857142857142858, 22.0, 22.0, 23.0, 24.0, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 2.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.5714285714285714, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.714285714285714, 0.0, 0.0, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 1.0, 0.0 ], "type_event": [ 6, 7, 1, 6, 11, 14, 4, 12, 1, 5, 13, 0, 9, 5, 14, 5, 4, 5, 5, 7, 15, 8, 11, 1, 11, 3, 6, 0, 2, 5, 11, 4, 1, 15, 6, 1, 11, 11, 4, 5, 5, 2 ], "type_text": [ "Industrial and Scientific", "Grocery and Gourmet Food", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Movies and TV", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Other", "Office Products", "Automotive", "Movies and TV", "Automotive", "Electronics", "Automotive", "Automotive", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Industrial and Scientific", "Other", "Pet Supplies", "Automotive", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Electronics", "Automotive", "Automotive", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories in the initial weeks, with a notable concentration of reviews in Industrial and Scientific, Grocery and Gourmet Food, and Tools and Home Improvement occurring early on. As time progresses, there is a shift towards more specific categories like Automotive and Home and Kitchen, which appear multiple times in clusters around the 5 to 7-week mark. Later in the sequence, around the 18 to 24-week period, there is a resurgence of reviews in Home and Kitchen and Automotive, indicating a pattern of revisiting these categories. Overall, the review activity shows a trend of initial variety followed by concentrated clusters in specific categories over time." }, { "dim_process": 18, "seq_idx": 124, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 4.0, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.285714285714285, 17.428571428571427, 18.857142857142858, 20.285714285714285, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 20 weeks. The reviews predominantly occur in clusters, particularly in the early weeks, with a notable concentration of activity between weeks 0 and 12. There is a single review for the \"Kindle Store\" category at week 5.86, which is the only deviation from the pattern of reviewing books. After week 12, the frequency of reviews appears to taper off slightly, but reviews continue to be submitted regularly up to week 20." }, { "dim_process": 18, "seq_idx": 125, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.0, 1.0, 1.4285714285714286, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.857142857142857, 4.0, 4.0, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 8.142857142857142, 8.571428571428571, 8.857142857142858, 10.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.714285714285714, 14.285714285714286, 14.571428571428571, 16.428571428571427, 16.428571428571427, 16.428571428571427, 18.285714285714285, 18.428571428571427, 20.571428571428573, 20.714285714285715, 20.714285714285715, 21.857142857142858, 22.142857142857142, 24.0, 24.0, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 3.2857142857142856, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.0, 0.0, 1.8571428571428572, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.0, 1.1428571428571428, 0.2857142857142857, 1.8571428571428572, 0.0, 0.0, 0.42857142857142855 ], "type_event": [ 15, 10, 2, 0, 3, 15, 3, 0, 15, 4, 11, 9, 0, 13, 0, 17, 7, 7, 0, 7, 15, 9, 17, 10, 13, 10, 4, 15, 7, 15, 11, 17, 12, 15, 11, 9, 4, 11, 0, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Other", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Other", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Office Products", "Other", "Patio Lawn and Garden", "Other", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Cell Phones and Accessories", "Books", "Patio Lawn and Garden", "Books", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Electronics", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with initial reviews primarily concentrated in clothing, books, and pet supplies. As time progresses, there is a noticeable increase in reviews for electronics and home-related products, particularly around the 4-week mark and again at the 20-week mark. Reviews for clothing consistently appear throughout the timeline, with multiple entries clustered around the beginning and later periods. Grocery and gourmet food reviews emerge significantly after the 8-week mark, indicating a trend towards more food-related products in the latter half of the sequence. Overall, the review pattern reflects a gradual expansion into various categories, with certain types of products being revisited multiple times." }, { "dim_process": 18, "seq_idx": 126, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 12, 7, 0, 2, 11, 9, 4, 15, 4, 9, 8, 5, 15, 0, 1, 11, 5, 6, 3, 11, 1, 12, 15, 11, 9, 17, 6, 4, 15, 1, 8, 6, 15, 11, 3, 12, 1, 13, 15, 13, 1, 11, 0, 6, 5, 4, 2, 12, 8 ], "type_text": [ "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Home and Kitchen", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Toys and Games", "Automotive", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Industrial and Scientific", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Cell Phones and Accessories", "Industrial and Scientific", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Other", "Industrial and Scientific", "Automotive", "Electronics", "Pet Supplies", "Sports and Outdoors", "Toys and Games" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, indicating a broad interest in various products. As time progresses, the reviews continue to cluster around specific categories, particularly in the second week, where there is a notable increase in the frequency of reviews across multiple categories. By the end of the sequence, there is a consistent pattern of reviews in categories such as Clothing Shoes and Jewelry, Home and Kitchen, and Tools and Home Improvement, suggesting a sustained engagement with these areas. Overall, the reviews show a trend of increasing activity and category focus over time." }, { "dim_process": 18, "seq_idx": 127, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.285714285714286, 6.285714285714286, 6.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.285714285714286, 11.0, 11.428571428571429, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.0, 13.857142857142858, 14.0, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.0, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.428571428571427, 18.0, 18.0, 18.571428571428573, 18.571428571428573, 19.428571428571427, 20.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.5714285714285714, 1.8571428571428572 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster around specific intervals, often following or coinciding with \"Books\" reviews. Over time, there is a gradual increase in the frequency of \"Kindle Store\" reviews, especially noted in the later weeks of the sequence. Overall, the reviews reflect a consistent engagement with books, interspersed with periodic reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 128, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 2.5714285714285716, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 6.142857142857143, 7.428571428571429, 8.714285714285714, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.142857142857142, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.571428571428571, 13.0, 13.0, 13.0, 13.0, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.857142857142858, 16.857142857142858, 17.857142857142858, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 21.0, 21.428571428571427, 21.428571428571427, 21.428571428571427, 22.0, 22.0, 22.0, 22.857142857142858, 22.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 2.0, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.0, 1.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 11, 10, 13, 9, 1, 3, 10, 10, 9, 11, 13, 10, 9, 10, 16, 4, 10, 10, 12, 16, 15, 13, 1, 11, 7, 4, 0, 16, 11, 15, 17, 13, 9, 5, 13, 15, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Office Products", "Tools and Home Improvement", "Arts Crafts and Sewing", "Books", "Books", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Office Products", "Books", "Kindle Store", "Electronics", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Other", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Patio Lawn and Garden", "Office Products", "Automotive", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews clustered in the early weeks. After several weeks of predominantly reviewing books, there is a notable shift around the 12-week mark, where reviews diversify significantly across various categories such as \"Home and Kitchen,\" \"Office Products,\" and \"Patio Lawn and Garden,\" all occurring simultaneously. Following this diversification, reviews in the \"Kindle Store\" reappear intermittently, while other categories like \"Clothing Shoes and Jewelry\" and \"Electronics\" emerge later in the sequence, indicating a gradual expansion of interests over time. Overall, the trend shows an initial concentration on books, followed by a broadening of review categories in the subsequent weeks." }, { "dim_process": 18, "seq_idx": 129, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.571428571428571, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.142857142857142, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.0, 17.857142857142858, 18.0, 19.857142857142858, 21.0, 22.142857142857142, 23.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 1.0, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of weeks. The first review occurs at the start of the timeline, and the majority of reviews are clustered in the initial 18 weeks, with a noticeable shift to other categories occurring after that period. A single review for \"Electronics\" appears around the 7-week mark, followed by a review for \"Toys and Games\" at week 19, and a review for \"Clothing Shoes and Jewelry\" at week 24, indicating a gradual diversification in review categories after a sustained focus on books." }, { "dim_process": 18, "seq_idx": 130, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 6.428571428571429, 6.714285714285714, 6.714285714285714, 6.857142857142857, 6.857142857142857, 8.0, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.571428571428571, 14.857142857142858, 15.285714285714286, 17.285714285714285, 17.571428571428573, 18.571428571428573, 18.857142857142858, 19.0, 19.714285714285715, 19.714285714285715, 20.714285714285715, 20.714285714285715, 20.857142857142858, 21.0, 21.142857142857142, 24.142857142857142, 24.285714285714285, 24.428571428571427, 24.714285714285715, 24.857142857142858, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.42857142857142855, 2.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews for \"Books\" are clustered in the early weeks, with a gradual introduction of \"Kindle Store\" reviews starting around the second week. As time progresses, \"Books\" reviews continue to dominate, but \"Kindle Store\" reviews appear intermittently, particularly around the 6-week mark and again in the later weeks. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, while \"Kindle Store\" reviews are less frequent and appear more sporadically." }, { "dim_process": 18, "seq_idx": 131, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 6.0, 6.714285714285714, 7.0, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.714285714285714, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 12.0, 13.142857142857142, 13.571428571428571, 14.0, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.571428571428573, 17.714285714285715, 19.0, 19.428571428571427, 20.142857142857142, 23.0, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 2.857142857142857, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. The user primarily submits reviews for books for an extended period, with only a few instances of reviews for the \"Kindle Store\" category appearing intermittently. The reviews for the Kindle Store begin to emerge around the 4-week mark and reappear again at the 24-week mark, suggesting a slight diversification in review categories but still predominantly centered around books throughout the majority of the timeline. Overall, the pattern indicates a strong and sustained engagement with book reviews, with Kindle Store reviews occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 132, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 11.857142857142858, 11.857142857142858, 12.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.8571428571428572, 0.0, 0.0, 0.0, 5.714285714285714, 0.0, 0.14285714285714285 ], "type_event": [ 14, 10, 8, 14, 11, 14, 0, 14, 8, 17, 14, 8, 0, 1, 4, 4, 3, 11, 0, 8, 0, 14, 15, 0, 8, 10, 12, 0, 14, 10, 11, 9, 14, 10, 8, 7, 0, 0, 8, 8 ], "type_text": [ "Movies and TV", "Books", "Toys and Games", "Movies and TV", "Home and Kitchen", "Movies and TV", "Other", "Movies and TV", "Toys and Games", "Cell Phones and Accessories", "Movies and TV", "Toys and Games", "Other", "Tools and Home Improvement", "Electronics", "Electronics", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Toys and Games", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Books", "Sports and Outdoors", "Other", "Movies and TV", "Books", "Home and Kitchen", "Office Products", "Movies and TV", "Books", "Toys and Games", "Grocery and Gourmet Food", "Other", "Other", "Toys and Games", "Toys and Games" ], "description": "The sequence of product reviews begins with a focus on Movies and TV, Books, and Toys and Games, all submitted within the first week. As time progresses, there is a notable increase in the variety of categories, particularly around the second week, where multiple reviews across different categories such as Electronics and Tools and Home Improvement are submitted. The reviews continue to diversify through the third and fourth weeks, with a mix of Other, Clothing, and Home and Kitchen categories appearing. A significant gap follows until the eleventh week, where the user returns primarily to Toys and Games, indicating a clustering of reviews in specific periods with a notable lull in activity in between." }, { "dim_process": 18, "seq_idx": 133, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.5714285714285716, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 5.285714285714286, 5.714285714285714, 6.0, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.857142857142858, 12.0, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 20.142857142857142, 24.142857142857142, 24.285714285714285, 24.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 4.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The reviews for \"Kindle Store\" appear sporadically and generally cluster around specific intervals, particularly after several weeks of predominantly \"Books\" reviews. There is a noticeable trend where \"Books\" reviews are submitted more frequently in the earlier weeks, while \"Kindle Store\" reviews tend to occur later in the sequence, particularly after the 10-week mark. Overall, the user primarily engages with \"Books\" in the initial phases, with intermittent reviews for \"Kindle Store\" interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 134, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.571428571428571, 5.0, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 11.0, 11.428571428571429, 11.571428571428571, 12.571428571428571, 13.0, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.571428571428573, 18.0, 20.571428571428573, 22.142857142857142, 22.571428571428573, 22.857142857142858, 22.857142857142858, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 2.5714285714285716, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. There is a notable introduction of \"Kindle Store\" reviews at specific intervals, primarily occurring after several weeks of exclusively reviewing books. The reviews for \"Books\" are clustered heavily in the earlier part of the timeline, while the \"Kindle Store\" reviews appear intermittently, suggesting a slight diversification in review categories as time progresses. Overall, the trend indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 135, "seq_len": 50, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.571428571428571, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.857142857142858, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 17.142857142857142, 19.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 2.7142857142857144, 4.285714285714286 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Early on, there is a mix of reviews for both \"Books\" and \"Kindle Store,\" but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly in the initial weeks. Reviews for the \"Kindle Store\" appear intermittently, mostly clustered around the first few weeks and again at the end of the sequence. Overall, the trend indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews occurring less frequently and primarily in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 136, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 2.0, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 12.142857142857142, 13.0, 13.285714285714286, 13.428571428571429, 14.285714285714286, 16.0, 17.571428571428573, 18.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 1.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books. Reviews are submitted frequently in the initial weeks, with a notable cluster of activity occurring between weeks 0 and 14, where multiple reviews are recorded in close succession. After week 14, there is a noticeable decrease in the frequency of reviews, with only a few submissions occurring in the later weeks, indicating a shift in the review pattern over time. Overall, the majority of reviews are concentrated in the earlier part of the timeline, with a gradual decline in activity as time progresses." }, { "dim_process": 18, "seq_idx": 137, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.0, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.857142857142857, 7.714285714285714, 9.0, 9.142857142857142, 9.857142857142858, 10.714285714285714, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.285714285714286, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.428571428571427, 19.0, 19.285714285714285, 20.285714285714285, 20.571428571428573, 21.428571428571427, 22.857142857142858, 24.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 2.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 11, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 3 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted early on and continuing consistently throughout the timeline. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the 1.71 to 12.29 week period and again at the 17.29 week mark. Other categories, such as \"Home and Kitchen\" and \"Arts Crafts and Sewing,\" are reviewed less frequently and appear later in the timeline. Overall, the trend indicates a strong preference for reviewing books, particularly in the initial weeks, with occasional reviews for Kindle products and other categories appearing after a notable gap." }, { "dim_process": 18, "seq_idx": 138, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 2.0, 2.142857142857143, 2.857142857142857, 3.7142857142857144, 3.7142857142857144, 4.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 9.0, 9.0, 9.0, 9.0, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.428571428571429, 11.428571428571429, 11.428571428571429, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.0, 15.857142857142858, 15.857142857142858, 15.857142857142858, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.714285714285715, 18.714285714285715, 19.857142857142858, 20.571428571428573, 21.428571428571427, 22.285714285714285, 22.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.0, 1.0, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.0, 0.0, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 1.1428571428571428, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.0, 1.4285714285714286 ], "type_event": [ 10, 15, 10, 10, 12, 15, 8, 10, 15, 15, 8, 9, 10, 10, 10, 11, 10, 12, 0, 11, 3, 8, 15, 8, 8, 12, 3, 10, 9, 14, 10, 15, 12, 10, 1, 15, 12, 11, 10, 15, 8, 0, 2, 0, 10, 11, 15, 15, 10, 7, 2, 10, 15, 8, 10, 11, 11, 8, 9, 8, 15, 10 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Books", "Books", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Arts Crafts and Sewing", "Books", "Office Products", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Other", "Pet Supplies", "Other", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Office Products", "Toys and Games", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with multiple entries occurring at various intervals throughout the timeline. Clothing, Shoes and Jewelry also features prominently, with reviews clustered around the early and later periods. There is a notable increase in the variety of categories being reviewed around the 9-week mark, where multiple categories are addressed simultaneously. Additionally, Toys and Games and Home and Kitchen reviews appear more frequently in the later weeks, indicating a trend toward diversifying the types of products reviewed as time progresses. Overall, the sequence reflects a gradual expansion in the range of categories reviewed, with a sustained focus on books throughout." }, { "dim_process": 18, "seq_idx": 139, "seq_len": 93, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.714285714285715, 18.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 4.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 2, 7, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks and continuing with high frequency over the entire period. The \"Kindle Store\" category appears intermittently, primarily clustered around the 2.43 to 3.71 week range and again at the later stages, specifically around weeks 12.86 and 17.71. Other categories, such as \"Pet Supplies,\" \"Grocery and Gourmet Food,\" and \"Sports and Outdoors,\" are reviewed less frequently and appear in isolated instances. Overall, the trend indicates a strong and sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 140, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 3.0, 3.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.285714285714286, 12.857142857142858, 14.857142857142858, 16.0, 17.0, 17.142857142857142, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 21.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.0, 1.1428571428571428, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.857142857142857, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a high frequency of reviews submitted in the early weeks, particularly within the first 12 weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific periods, notably around weeks 1 to 3 and again from weeks 9 to 12, as well as a later cluster around weeks 17 to 23. Overall, the reviews for \"Books\" are consistently submitted throughout the timeline, while \"Kindle Store\" reviews are more sporadic and occur primarily in the early and later parts of the sequence." }, { "dim_process": 18, "seq_idx": 141, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.4285714285714284, 3.7142857142857144, 4.0, 4.571428571428571, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.857142857142857, 7.0, 7.428571428571429, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.285714285714286, 12.142857142857142, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.714285714285715, 16.714285714285715, 17.142857142857142, 18.0, 19.714285714285715, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted over a span of several weeks. Initially, reviews are clustered closely together, particularly in the first few weeks, showing a high frequency of submissions. As time progresses, there are occasional reviews for the \"Kindle Store,\" which appear later in the sequence, specifically after a significant number of \"Books\" reviews have been submitted. Overall, the pattern indicates a sustained interest in \"Books\" throughout the timeline, with a gradual introduction of \"Kindle Store\" reviews occurring at intervals." }, { "dim_process": 18, "seq_idx": 142, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.2857142857142856, 3.0, 3.2857142857142856, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.285714285714286, 5.714285714285714, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 8.285714285714286, 8.714285714285714, 9.285714285714286, 9.714285714285714, 10.0, 10.285714285714286, 10.285714285714286, 10.714285714285714, 11.0, 11.714285714285714, 12.0, 12.285714285714286, 13.0, 13.285714285714286, 13.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.285714285714285, 16.714285714285715, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, particularly clustered in the initial weeks. There is a notable concentration of book reviews in the first 18 weeks, with a gradual tapering off towards the end of the sequence. A single review for the Kindle Store occurs at week 10, but it is surrounded by multiple book reviews, indicating that the user primarily focuses on books. The review activity remains steady, with no significant gaps in the early weeks, and a longer gap appears before the final review at week 23." }, { "dim_process": 18, "seq_idx": 143, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.7142857142857142, 2.0, 2.0, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.857142857142857, 6.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 8.285714285714286, 9.142857142857142, 9.285714285714286, 9.285714285714286, 10.285714285714286, 10.428571428571429, 11.714285714285714, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.285714285714286, 15.428571428571429, 16.428571428571427, 16.428571428571427, 16.571428571428573, 19.428571428571427, 23.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 1.0, 0.0, 0.14285714285714285, 2.857142857142857, 3.857142857142857, 0.2857142857142857 ], "type_event": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews begins with a series of submissions concentrated in the initial weeks, with multiple reviews occurring at 0.0 weeks and then continuing at a steady pace throughout the first 16 weeks. There is a noticeable clustering of reviews around the 2 to 5-week mark, after which the frequency of submissions gradually decreases. The later weeks see fewer reviews, with some periods of inactivity followed by isolated submissions extending up to 23 weeks. Overall, the majority of reviews are submitted in the earlier part of the timeline, with diminishing activity as time progresses." }, { "dim_process": 18, "seq_idx": 144, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 2.0, 2.2857142857142856, 3.0, 3.4285714285714284, 3.857142857142857, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.714285714285714, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 16.0, 16.142857142857142, 18.0, 18.714285714285715, 19.0, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, with a noticeable clustering of events occurring primarily within the first 14 weeks. After this period, there are fewer reviews, indicating a potential shift in activity, but the reviews continue to be submitted intermittently up to week 19. Overall, the trend highlights a sustained interest in books, with a gradual decrease in the frequency of submissions as time progresses." }, { "dim_process": 18, "seq_idx": 145, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.0, 12.0, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 9.571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 3.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 4, 15, 13, 6, 11, 7, 11, 13, 12, 3, 4, 15, 11, 9, 12, 11, 2, 4, 9, 10, 15, 4, 13, 9, 12, 7, 5, 8, 16, 11, 11, 14, 15, 16, 4, 11, 7, 13, 4, 0 ], "type_text": [ "Electronics", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Industrial and Scientific", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Arts Crafts and Sewing", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Electronics", "Office Products", "Books", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Office Products", "Sports and Outdoors", "Grocery and Gourmet Food", "Automotive", "Toys and Games", "Kindle Store", "Home and Kitchen", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Kindle Store", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Electronics", "Other" ], "description": "The sequence of product reviews begins with a concentration of reviews across various categories occurring simultaneously at the start. After the initial reviews, there is a notable clustering of reviews around the two-week mark, particularly in categories such as Home and Kitchen, Electronics, and Sports and Outdoors. Following a significant gap, reviews re-emerge around the twelve-week mark, with a diverse range of categories being represented, including Books and Movies and TV. The final set of reviews occurs around the fifteen-week mark, where Electronics and Home and Kitchen are again prominent, indicating a recurring focus on these categories throughout the sequence." }, { "dim_process": 18, "seq_idx": 146, "seq_len": 75, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.285714285714286, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 15.142857142857142, 15.571428571428571, 15.571428571428571, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.0, 17.857142857142858, 18.142857142857142, 19.428571428571427, 20.0, 21.428571428571427, 21.428571428571427, 22.571428571428573, 23.0, 24.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 1.4285714285714286, 0.0, 1.1428571428571428, 0.42857142857142855, 1.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted in this category throughout the timeline. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the earlier weeks and then again at various intervals, indicating a secondary interest. The majority of reviews are concentrated in the first half of the timeline, with a gradual tapering off in frequency as time progresses. Overall, the pattern suggests a strong initial engagement with books, followed by intermittent reviews of the Kindle Store alongside continued reviews of books." }, { "dim_process": 18, "seq_idx": 147, "seq_len": 95, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 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"Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over an extended period. Most reviews occur in the early weeks, with a gradual decline in frequency as time progresses, although reviews continue to be submitted intermittently even in later weeks. A notable shift occurs around the 18-week mark, where a review is submitted under the \"Kindle Store\" category, but this is followed by additional reviews in the \"Books\" category. Overall, the reviews are concentrated primarily within the first 18 weeks, with some clustering of reviews occurring before the 10-week mark." }, { "dim_process": 18, "seq_idx": 148, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 3.0, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 6.0, 6.428571428571429, 7.142857142857143, 7.428571428571429, 7.714285714285714, 10.571428571428571, 10.857142857142858, 11.428571428571429, 12.285714285714286, 12.285714285714286, 14.428571428571429, 15.0, 15.0, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.857142857142858, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.714285714285715, 21.428571428571427, 22.142857142857142, 23.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 2.857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.0, 2.142857142857143, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 1.0, 1.7142857142857142, 0.7142857142857143, 1.4285714285714286, 1.2857142857142858 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. The first review in the \"Kindle Store\" category appears at the very beginning and is followed by a series of \"Books\" reviews that cluster heavily in the initial weeks. The reviews continue to be submitted at a steady pace, with a few additional \"Kindle Store\" reviews interspersed among the ongoing \"Books\" reviews, particularly around the 12-week and 15-week marks. Overall, the trend indicates a sustained interest in \"Books\" over time, with occasional reviews of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 149, "seq_len": 134, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 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0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Reviews for \"Books\" are submitted frequently, particularly in the earlier weeks, while \"Kindle Store\" reviews appear less frequently and tend to cluster in specific periods, often following a series of \"Books\" reviews. As the timeline progresses, there is a gradual increase in the occurrence of \"Kindle Store\" reviews, but they remain secondary to the overall volume of \"Books\" reviews throughout the sequence." }, { "dim_process": 18, "seq_idx": 150, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 5.857142857142857, 5.857142857142857, 6.571428571428571, 7.0, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.571428571428571, 11.571428571428571, 12.0, 12.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.571428571428573, 17.428571428571427, 20.428571428571427, 21.285714285714285, 22.857142857142858, 22.857142857142858, 23.428571428571427, 24.142857142857142, 24.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 5.142857142857143, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 3.0, 0.8571428571428571, 1.5714285714285714, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews occurring in the early weeks. Reviews for the \"Kindle Store\" category begin to appear around the 5.86-week mark and continue to intersperse with \"Books\" reviews throughout the timeline. There is a noticeable clustering of \"Books\" reviews, particularly in the first half of the sequence, while \"Kindle Store\" reviews tend to appear more frequently in the latter half. Overall, the pattern indicates an initial emphasis on \"Books,\" gradually integrating \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 151, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.7142857142857142, 2.0, 2.0, 2.857142857142857, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.714285714285714, 6.428571428571429, 7.0, 7.857142857142857, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 13.428571428571429, 14.0, 14.857142857142858, 14.857142857142858, 15.428571428571429, 16.0, 17.142857142857142, 17.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 20.0, 21.142857142857142, 21.857142857142858, 22.0, 22.428571428571427, 22.571428571428573, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.0, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category are less frequent and tend to cluster at specific intervals, often following periods of multiple \"Books\" reviews. There is a noticeable pattern of increased activity in both categories during the initial weeks, with a gradual continuation of \"Books\" reviews that extends into later weeks, while \"Kindle Store\" reviews appear intermittently. Overall, the reviews demonstrate a strong preference for \"Books,\" with \"Kindle Store\" reviews appearing as secondary and more sporadic." }, { "dim_process": 18, "seq_idx": 152, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.0, 6.428571428571429, 7.428571428571429, 7.428571428571429, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.0, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.428571428571427, 18.857142857142858, 19.142857142857142, 19.571428571428573, 19.857142857142858, 20.0, 20.142857142857142, 21.142857142857142, 21.142857142857142, 22.142857142857142, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 1.4285714285714286, 1.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 1.0, 2.857142857142857, 0.2857142857142857 ], "type_event": [ 15, 7, 0, 10, 15, 9, 12, 7, 1, 8, 1, 1, 10, 10, 1, 9, 11, 8, 17, 12, 15, 5, 11, 1, 11, 1, 11, 10, 12, 5, 12, 10, 10, 10, 9, 10, 10, 7, 10, 17, 10, 7, 7, 10, 7, 15, 10, 12, 0, 10, 12, 15, 9, 10, 0, 11, 10, 11, 8, 15, 15, 10, 15, 0, 5, 12, 10, 15, 0, 1, 7, 1, 12, 7, 11, 1, 12, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Books", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Toys and Games", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Books", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Toys and Games", "Cell Phones and Accessories", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Books", "Books", "Books", "Office Products", "Books", "Books", "Grocery and Gourmet Food", "Books", "Cell Phones and Accessories", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Other", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Office Products", "Books", "Other", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Other", "Automotive", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews shows a varied pattern across different categories over time. Initially, reviews for Clothing, Shoes and Jewelry, and Grocery and Gourmet Food appear early, with a noticeable clustering of reviews in these categories during the first few weeks. As time progresses, there is an increase in reviews for Books, particularly around the 9 to 14-week mark, alongside a consistent presence of Tools and Home Improvement reviews. Towards the later weeks, there is a notable concentration of reviews in Home and Kitchen, with several reviews appearing in this category around the 21-week mark. Overall, the sequence reflects a progression from diverse early reviews to more concentrated categories as time advances." }, { "dim_process": 18, "seq_idx": 153, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.857142857142857, 7.0, 8.714285714285714, 9.142857142857142, 11.0, 11.285714285714286, 11.714285714285714, 12.0, 12.428571428571429, 13.0, 13.142857142857142, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.571428571428573, 19.857142857142858, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 2.2857142857142856, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 17 weeks, with a notable cluster of \"Books\" reviews in the early weeks, particularly between weeks 0 and 5. The \"Kindle Store\" reviews appear infrequently, primarily at weeks 2.43, 5.86, and 17.57, indicating they are less common compared to the \"Books\" reviews. After week 17, the frequency of reviews remains steady but less intense, with the majority still being for \"Books.\"" }, { "dim_process": 18, "seq_idx": 154, "seq_len": 54, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 8.0, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 2.5714285714285716, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 5.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. There are two notable instances of reviews for the \"Kindle Store,\" occurring at approximately 3.57 weeks and 14.43 weeks, indicating a slight clustering of these reviews. Overall, the reviews are concentrated in the early weeks, with a gradual tapering off as time progresses, and the last review appears significantly later at around 24.43 weeks." }, { "dim_process": 18, "seq_idx": 155, "seq_len": 90, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 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TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Movies and TV\" category, with a significant number of reviews submitted in close succession during the initial weeks. After a period of concentrated activity on \"Movies and TV,\" there are sporadic entries in the \"Other\" category, primarily occurring after several weeks of continuous reviews. The pattern shows that reviews for \"Movies and TV\" continue to dominate throughout the timeline, with occasional clusters of \"Other\" reviews interspersed, particularly around the 4-week mark and again at the 11-week and 14-week marks. Overall, the trend indicates a strong preference for reviewing \"Movies and TV\" early on, with intermittent shifts to \"Other\" reviews occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 156, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.857142857142857, 3.0, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 6.428571428571429, 6.571428571428571, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 19.285714285714285, 19.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted over a span of time. Initially, reviews are clustered closely together, particularly within the first few weeks, before gradually spacing out. A notable shift occurs around week 14, where a review for the \"Kindle Store\" category is submitted, followed by another in week 19, but the majority of reviews remain focused on \"Books\" throughout the timeline. The trend indicates a sustained interest in books, with intermittent reviews for the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 157, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 2.0, 2.142857142857143, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 7.0, 7.142857142857143, 8.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 13.142857142857142, 13.857142857142858, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.857142857142858, 21.0, 21.142857142857142, 21.428571428571427, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 9, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Office Products", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over time. Reviews for \"Books\" are predominantly clustered in the early weeks, with a notable concentration around weeks 0 to 11. The \"Kindle Store\" reviews appear intermittently, primarily after the initial surge of book reviews, while a single review for \"Clothing Shoes and Jewelry\" and one for \"Office Products\" occur later in the sequence. Overall, the trend indicates a sustained interest in books, with other categories introduced sporadically." }, { "dim_process": 18, "seq_idx": 158, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.7142857142857142, 2.2857142857142856, 5.0, 5.571428571428571, 6.285714285714286, 6.285714285714286, 8.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.857142857142858, 10.428571428571429, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.428571428571429, 12.142857142857142, 12.714285714285714, 13.285714285714286, 14.142857142857142, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.285714285714285, 17.428571428571427, 17.428571428571427, 18.714285714285715, 21.714285714285715, 22.0, 23.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.0, 0.5714285714285714, 2.7142857142857144, 0.5714285714285714, 0.7142857142857143, 0.0, 1.8571428571428572, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 1.2857142857142858, 3.0, 0.2857142857142857, 1.0 ], "type_event": [ 14, 17, 9, 15, 15, 17, 10, 5, 4, 11, 1, 5, 15, 7, 10, 4, 2, 8, 11, 9, 7, 7, 12, 15, 2, 0, 10, 10, 10, 10, 5, 9, 8, 9, 8, 14, 2, 7, 10, 10, 10, 14, 7, 11, 11, 6, 11 ], "type_text": [ "Movies and TV", "Cell Phones and Accessories", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Books", "Automotive", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Automotive", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Electronics", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Pet Supplies", "Other", "Books", "Books", "Books", "Books", "Automotive", "Office Products", "Toys and Games", "Office Products", "Toys and Games", "Movies and TV", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Books", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen" ], "description": "The sequence of product reviews begins with categories like Movies and TV and Cell Phones and Accessories in the first week, followed by a gradual diversification into other categories such as Office Products and Clothing Shoes and Jewelry in the subsequent weeks. A notable clustering of reviews occurs around the ninth week, where multiple categories are reviewed simultaneously, including Automotive, Electronics, and Grocery and Gourmet Food. As time progresses, there is a significant increase in reviews for Books, particularly between weeks 12 and 15, while Home and Kitchen categories see a resurgence in reviews towards the later weeks. The sequence concludes with a review in the Industrial and Scientific category after a series of reviews focused on Home and Kitchen." }, { "dim_process": 18, "seq_idx": 159, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.714285714285714, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.0, 11.142857142857142, 11.285714285714286, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 16.142857142857142, 17.285714285714285, 17.857142857142858, 18.857142857142858, 19.428571428571427, 21.0, 22.0, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 0.5714285714285714, 1.0, 0.5714285714285714, 1.5714285714285714, 1.0, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at week zero and continue steadily, with a notable increase in frequency during the initial weeks, particularly within the first 15 weeks. After week 15, the reviews maintain a relatively consistent pace, with occasional clusters of submissions. A single review for the Kindle Store appears at week 14.57, but the overall trend remains heavily focused on books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 160, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 5.571428571428571, 6.857142857142857, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.571428571428571, 15.0, 16.428571428571427, 17.142857142857142, 17.285714285714285, 19.428571428571427, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 2.142857142857143, 1.2857142857142858 ], "type_event": [ 4, 14, 14, 14, 14, 14, 14, 14, 14, 14, 15, 10, 12, 0, 13, 4, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 9, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Other", "Patio Lawn and Garden", "Electronics", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Office Products", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a clear initial focus on the \"Movies and TV\" category, with multiple reviews submitted in quick succession during the first few weeks. After a period of concentrated activity in this category, the user begins to diversify their reviews around the seventh week, incorporating categories such as \"Clothing Shoes and Jewelry,\" \"Books,\" and \"Sports and Outdoors.\" Following this diversification, the user returns to reviewing \"Movies and TV\" more frequently, with a notable clustering of reviews in this category that continues for several weeks. Overall, the trend indicates a strong initial emphasis on \"Movies and TV,\" followed by a brief exploration of other categories, before returning to a dominant focus on \"Movies and TV\" for the remainder of the sequence." }, { "dim_process": 18, "seq_idx": 161, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 4.714285714285714, 5.142857142857143, 6.0, 6.714285714285714, 7.0, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 12.714285714285714, 13.0, 13.857142857142858, 14.0, 15.0, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 18.428571428571427, 19.571428571428573, 20.285714285714285, 21.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions, with all reviews categorized under \"Books.\" The reviews are predominantly clustered within the initial weeks, with a notable frequency of submissions occurring in the first 18 weeks. After this period, there is a gradual decrease in the frequency of reviews, although submissions continue at a slower pace up to week 22. The overall trend indicates a strong initial engagement with the product category, followed by a tapering off of activity over time." }, { "dim_process": 18, "seq_idx": 162, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.285714285714286, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.571428571428571, 20.285714285714285, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 2.142857142857143, 0.0, 0.0, 0.14285714285714285, 7.714285714285714, 0.0 ], "type_event": [ 15, 0, 11, 7, 14, 11, 0, 7, 15, 1, 15, 14, 12, 10, 8, 11, 7, 0, 15, 14, 15, 14, 9, 7, 12, 11, 1, 0, 9, 15, 7, 15, 7, 15, 15, 11, 15, 7, 11, 15, 3, 3, 1, 11, 11, 6, 15, 11, 15, 12 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Movies and TV", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Books", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Other", "Office Products", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories submitted within the first week, including Clothing Shoes and Jewelry, Other, Home and Kitchen, and Grocery and Gourmet Food. After a brief period, a second wave of reviews occurs around week 2.5, featuring a wider range of categories, particularly Movies and TV, and a continuation of previously reviewed categories. A notable increase in review activity occurs around week 5.5, where multiple categories are revisited, especially Clothing Shoes and Jewelry and Movies and TV. The reviews continue to be submitted sporadically over the following weeks, with a significant focus on Clothing Shoes and Jewelry and Home and Kitchen, culminating in a final set of reviews around week 20, which includes a return to Sports and Outdoors. Overall, there is a trend of clustering in the earlier weeks, followed by a more varied distribution of categories as time progresses." }, { "dim_process": 18, "seq_idx": 163, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.4285714285714284, 4.571428571428571, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.857142857142857, 6.285714285714286, 8.571428571428571, 9.0, 9.428571428571429, 9.428571428571429, 9.857142857142858, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.571428571428571, 13.142857142857142, 14.571428571428571, 14.714285714285714, 17.428571428571427, 17.571428571428573, 18.285714285714285, 18.285714285714285, 19.285714285714285, 21.571428571428573, 21.571428571428573, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 1.7142857142857142, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 2.2857142857142856, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.0, 1.5714285714285714, 1.4285714285714286, 0.14285714285714285, 2.7142857142857144, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 2.2857142857142856, 0.0, 0.0, 0.2857142857142857 ], "type_event": [ 2, 12, 7, 11, 12, 1, 11, 10, 9, 5, 9, 0, 5, 5, 5, 4, 9, 7, 0, 10, 9, 3, 2, 12, 10, 1, 7, 0, 11, 12, 5, 0, 12, 7, 15, 15, 5, 1, 11, 9 ], "type_text": [ "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Books", "Office Products", "Automotive", "Office Products", "Other", "Automotive", "Automotive", "Automotive", "Electronics", "Office Products", "Grocery and Gourmet Food", "Other", "Books", "Office Products", "Arts Crafts and Sewing", "Pet Supplies", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Office Products" ], "description": "The sequence of product reviews shows that the user initially submitted reviews across various categories, including Pet Supplies, Sports and Outdoors, Grocery and Gourmet Food, and Home and Kitchen, all within the first week. As time progressed, there was a noticeable clustering of reviews in the Automotive and Office Products categories around the 2 to 6-week mark. Later, from weeks 9 to 14, the user returned to review Books, followed by a mix of categories including Sports and Outdoors and Grocery and Gourmet Food, with a gradual increase in reviews for Clothing Shoes and Jewelry towards the end of the sequence. Overall, the reviews appear to be more concentrated in specific categories at different intervals, with a tendency for the user to revisit certain categories multiple times." }, { "dim_process": 18, "seq_idx": 164, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.0, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.714285714285714, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.285714285714286, 15.142857142857142, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.857142857142858, 18.285714285714285, 19.142857142857142, 20.428571428571427, 20.857142857142858, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few instances of reviews in the \"Kindle Store.\" Most reviews are concentrated within the first few weeks, particularly in the initial three weeks, after which the frequency remains steady but less intense. There is a notable absence of reviews in certain periods, with clusters of reviews primarily occurring in the early weeks and then continuing at a slower pace throughout the following weeks. Overall, the trend indicates a strong initial engagement with books, followed by sustained but less frequent activity over time." }, { "dim_process": 18, "seq_idx": 165, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 2.0, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.714285714285714, 8.857142857142858, 10.142857142857142, 10.714285714285714, 11.0, 11.714285714285714, 12.0, 12.857142857142858, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 20.428571428571427, 22.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 3.4285714285714284, 2.2857142857142856, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 9, 4, 10, 11, 10, 10, 10, 11, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Office Products", "Electronics", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted consistently in the initial weeks. As time progresses, there is a slight diversification in categories, with reviews for \"Pet Supplies,\" \"Office Products,\" \"Electronics,\" and \"Home and Kitchen\" appearing around the 5 to 7-week mark, but the majority of reviews remain in \"Books.\" After this period of diversification, the user returns to primarily reviewing \"Books,\" with a few entries for the \"Kindle Store\" later in the sequence. Overall, the trend shows a sustained interest in \"Books,\" with a brief exploration of other categories before returning to the primary focus." }, { "dim_process": 18, "seq_idx": 166, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 7.285714285714286, 8.0, 9.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 11.142857142857142, 11.714285714285714, 12.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 19.285714285714285, 21.142857142857142, 22.142857142857142, 22.857142857142858, 23.285714285714285, 23.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.8571428571428572, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals throughout the timeline. The reviews cluster primarily within the first few weeks, with a notable frequency of submissions occurring in the initial 17 weeks. There is a gradual increase in the time between reviews as the sequence progresses, indicating a trend toward less frequent submissions over time. Overall, the reviews maintain a steady rhythm, predominantly concentrated in the earlier part of the timeline." }, { "dim_process": 18, "seq_idx": 167, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 1.0, 1.0, 2.0, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 10.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 1.0, 2.5714285714285716, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858 ], "type_event": [ 17, 12, 11, 15, 8, 15, 1, 12, 3, 12, 8, 15, 15, 1, 12, 15, 15, 9, 15, 15, 5, 14, 1, 14, 13, 12, 11, 9, 0, 8, 6, 4, 1, 0, 0, 15, 17, 14, 15, 12, 0, 0 ], "type_text": [ "Cell Phones and Accessories", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Automotive", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Other", "Toys and Games", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Other", "Other", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Movies and TV", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Cell Phones and Accessories, Sports and Outdoors, and Home and Kitchen. As time progresses, there is a noticeable clustering of reviews in the Clothing Shoes and Jewelry category, particularly around the 5 to 8-week mark. Additionally, multiple reviews for Movies and TV, Tools and Home Improvement, and Sports and Outdoors appear between weeks 7 and 8, indicating a peak in activity during this period. The final reviews continue to show a mix of categories but maintain a consistent presence of Clothing Shoes and Jewelry. Overall, the user\u2019s review activity shows early diversity followed by a concentration in specific categories over time." }, { "dim_process": 18, "seq_idx": 168, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 2.0, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 5.0, 5.285714285714286, 6.142857142857143, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.571428571428571, 16.857142857142858, 17.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews submitted over time. The reviews for \"Kindle Store\" appear less frequently and are primarily clustered around specific weeks, notably at the beginning, mid, and towards the end of the sequence. The initial reviews are predominantly for \"Books,\" with a notable increase in frequency during the early weeks, followed by a consistent pattern of reviews for \"Books\" interspersed with occasional \"Kindle Store\" submissions. Overall, the trend indicates a sustained interest in \"Books\" throughout the sequence, with \"Kindle Store\" reviews occurring at intervals." }, { "dim_process": 18, "seq_idx": 169, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.714285714285714, 10.0, 11.0, 11.714285714285714, 12.285714285714286, 13.0, 14.0, 14.285714285714286, 14.714285714285714, 15.0, 15.714285714285714, 17.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 4.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with a high frequency of reviews occurring in the first 15 weeks. Reviews are clustered closely together, particularly in the initial weeks, suggesting a concentrated period of activity. After week 15, there is a notable shift to a longer interval before the next review, which occurs in the Kindle Store after a significant gap. Overall, the trend indicates a strong initial engagement with books followed by a transition to a different category later in the timeline." }, { "dim_process": 18, "seq_idx": 170, "seq_len": 142, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 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0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on two categories: Books and Kindle Store. Initially, reviews for Books are more frequent, with a gradual increase in Kindle Store reviews over time. As the sequence progresses, there is a notable clustering of Kindle Store reviews in the later weeks, particularly after the 20-week mark, indicating a shift in focus. Overall, the trend suggests that while Books dominate the earlier submissions, Kindle Store reviews become more prevalent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 171, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.0, 11.142857142857142, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 18.285714285714285, 19.142857142857142, 20.0, 21.857142857142858, 22.285714285714285, 23.142857142857142, 23.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 2.0 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear sporadically, primarily clustered at the beginning and interspersed at various points, but they are less frequent than \"Books\" reviews. The initial weeks feature a mix of both categories, but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly in the later weeks, indicating a trend toward a stronger emphasis on this category over time. Overall, the reviews demonstrate a clear pattern of sustained engagement with \"Books,\" with \"Kindle Store\" reviews serving as occasional interjections." }, { "dim_process": 18, "seq_idx": 172, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 4.142857142857143, 5.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 17.142857142857142, 18.285714285714285, 18.714285714285715, 19.428571428571427, 20.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in the initial 20 weeks. The reviews cluster closely together, particularly within the first 15 weeks, where multiple entries occur within short intervals. After week 20, there is a notable shift as the user submits a review for \"Electronics\" at week 23, indicating a transition to a different product category following an extended period of reviewing books." }, { "dim_process": 18, "seq_idx": 173, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 6.285714285714286, 7.0, 7.142857142857143, 7.857142857142857, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.571428571428571, 13.0, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.0, 18.571428571428573, 19.0, 19.428571428571427, 19.857142857142858, 20.714285714285715, 21.0, 21.571428571428573, 21.857142857142858, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 0, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 17, 16, 16, 10, 16, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Cell Phones and Accessories", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, which occurs frequently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews appear more sporadically but tend to cluster around specific periods, particularly after the first few weeks. There is a notable increase in \"Books\" reviews as the timeline progresses, with several clusters of reviews occurring in the later weeks. Additionally, a single review in the \"Other\" category appears around the two-week mark, while \"Cell Phones and Accessories\" is reviewed shortly after, indicating a brief diversification in the types of products reviewed. Overall, the trend indicates a strong preference for reviewing books, with intermittent reviews of Kindle-related products." }, { "dim_process": 18, "seq_idx": 174, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 6.571428571428571, 6.571428571428571, 6.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 8.857142857142858, 11.0, 11.0, 11.0, 11.0, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 4.714285714285714, 0.0, 0.0, 0.0, 6.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 11, 7, 7, 6, 11, 5, 15, 17, 17, 11, 8, 7, 0, 12, 5, 4, 2, 15, 1, 12, 7, 5, 5, 12, 13, 11, 13, 1, 0, 12, 13, 11, 12, 5, 4, 1, 11, 0, 12, 4, 1, 7 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Industrial and Scientific", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Cell Phones and Accessories", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Automotive", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Automotive", "Automotive", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Other", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with early submissions in the Home and Kitchen and Grocery and Gourmet Food categories, followed by a mix of reviews across various categories within the first few weeks. As time progresses, there is a noticeable clustering of reviews around the 3.86-week mark, particularly in categories such as Cell Phones and Accessories, Toys and Games, and Sports and Outdoors. The reviews then show a pattern of returning to certain categories like Automotive and Sports and Outdoors around the 6.57-week and 8.57-week marks, with a gradual increase in the variety of categories reviewed. By the later weeks, particularly around the 21.86-week mark, there is a significant concentration of reviews in Home and Kitchen, Other, Sports and Outdoors, Electronics, Tools and Home Improvement, and Grocery and Gourmet Food, indicating a diverse range of interests maintained over time." }, { "dim_process": 18, "seq_idx": 175, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.857142857142857, 4.142857142857143, 4.142857142857143, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.571428571428571, 8.571428571428571, 9.428571428571429, 10.0, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.714285714285714, 13.571428571428571, 14.0, 14.857142857142858, 17.857142857142858, 18.714285714285715, 18.714285714285715, 19.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 2.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 2.5714285714285716, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.8571428571428572, 0.42857142857142855, 0.8571428571428571, 3.0, 0.8571428571428571, 0.0, 0.8571428571428571 ], "type_event": [ 11, 11, 8, 11, 12, 9, 3, 15, 7, 11, 11, 15, 11, 1, 11, 15, 1, 0, 15, 8, 8, 15, 8, 9, 4, 12, 11, 11, 15, 15, 8, 11, 5, 15, 11, 4, 8, 14, 11, 8 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Office Products", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Toys and Games", "Movies and TV", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews begins with a focus on the Home and Kitchen category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable diversification into other categories such as Toys and Games, Clothing Shoes and Jewelry, and Sports and Outdoors, particularly around the 2 to 8-week mark. Reviews for Toys and Games appear more frequently in the later weeks, especially between the 7 and 19-week periods, indicating a clustering of reviews in this category. Additionally, the Home and Kitchen category continues to receive attention throughout the timeline, with reviews consistently appearing at various intervals." }, { "dim_process": 18, "seq_idx": 176, "seq_len": 93, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.857142857142857, 8.285714285714286, 8.428571428571429, 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"Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The reviews for \"Books\" occur frequently, especially in the earlier weeks, while reviews for the \"Kindle Store\" are less frequent and tend to cluster at specific intervals. Notably, there are several periods where the reviews for \"Kindle Store\" appear, primarily after the initial weeks, suggesting a shift in focus but still maintaining a strong emphasis on \"Books\" throughout the sequence. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing intermittently." }, { "dim_process": 18, "seq_idx": 177, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 9.142857142857142, 9.428571428571429, 10.0, 10.0, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 18.571428571428573, 20.0, 21.571428571428573, 22.0, 22.285714285714285, 22.428571428571427, 23.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572 ], "type_event": [ 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user predominantly reviewing books, with Kindle Store reviews appearing intermittently. Initially, reviews of books are more frequent, particularly in the first half of the timeline, with a notable increase in Kindle Store reviews occurring around the 1.5 to 3-week mark. As time progresses, there is a gradual shift towards more frequent Kindle Store reviews, especially in the latter part of the sequence, while book reviews remain prevalent throughout. Overall, books are reviewed more consistently, while Kindle Store reviews tend to cluster in specific periods, particularly towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 178, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.0, 13.0, 13.857142857142858, 14.0, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.857142857142858, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 4.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 1.71-week mark and continuing to cluster in the later weeks. The reviews for \"Books\" remain frequent throughout, with some periods showing a mix of both categories, but \"Books\" consistently appears more often than \"Kindle Store.\" Overall, the trend indicates an initial preference for \"Books,\" followed by a gradual increase in \"Kindle Store\" reviews as the timeline advances." }, { "dim_process": 18, "seq_idx": 179, "seq_len": 57, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.4285714285714286, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.428571428571429, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.714285714285714, 16.571428571428573, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.142857142857142, 19.571428571428573, 20.571428571428573, 21.714285714285715, 21.857142857142858, 22.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" with a few reviews for the \"Kindle Store\" occurring later in the timeline. The reviews are submitted consistently over time, with a notable concentration of entries occurring within the first 18 weeks. After this initial period, the frequency of reviews appears to decrease, with some clustering around specific weeks. The transition to reviewing the \"Kindle Store\" happens towards the latter part of the sequence, indicating a shift in focus after a sustained period of reviewing books." }, { "dim_process": 18, "seq_idx": 180, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 2.0, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.571428571428571, 7.857142857142857, 8.285714285714286, 9.428571428571429, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 11.285714285714286, 11.571428571428571, 13.857142857142858, 14.0, 14.0, 14.571428571428571, 15.142857142857142, 15.857142857142858, 15.857142857142858, 16.714285714285715, 16.857142857142858, 17.0, 17.571428571428573, 18.0, 18.285714285714285, 19.0, 19.0, 19.428571428571427, 20.428571428571427, 20.857142857142858, 21.428571428571427, 21.714285714285715, 21.857142857142858, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.2857142857142858, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 2.2857142857142856, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 2.0, 0.14285714285714285 ], "type_event": [ 12, 4, 12, 4, 15, 1, 11, 12, 11, 1, 1, 13, 13, 13, 11, 11, 10, 13, 13, 15, 14, 9, 12, 5, 11, 13, 7, 13, 5, 6, 11, 8, 13, 5, 8, 7, 11, 13, 14, 7, 11, 13, 7, 11, 15, 11, 1, 11 ], "type_text": [ "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Automotive", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Patio Lawn and Garden", "Automotive", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Sports and Outdoors and Electronics early on, with multiple reviews in these categories occurring within the first few weeks. As time progresses, there is a noticeable shift towards Home and Kitchen products, which see a cluster of reviews around the 6 to 11-week mark. Additionally, Patio Lawn and Garden reviews emerge prominently after the 4-week mark and continue to appear frequently, particularly between weeks 14 and 21. Towards the latter part of the sequence, there is a mix of reviews across various categories, including a resurgence in Clothing Shoes and Jewelry and a consistent presence of Grocery and Gourmet Food reviews. Overall, the sequence shows a gradual diversification of review categories over time, with certain categories clustering in specific periods." }, { "dim_process": 18, "seq_idx": 181, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 4.571428571428571, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.857142857142858, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.0, 16.714285714285715, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.857142857142858, 20.571428571428573, 21.428571428571427, 22.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.8571428571428571, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. There are two instances where reviews for the \"Kindle Store\" category are noted, occurring at the 6.86-week and 14.86-week marks, indicating a slight diversification in review topics. Overall, the reviews are heavily clustered in the earlier weeks, particularly between weeks 0 and 18, with a gradual tapering off as time progresses. The user maintains a steady frequency of reviews throughout the observed period, predominantly centered on books." }, { "dim_process": 18, "seq_idx": 182, "seq_len": 46, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.857142857142858, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.857142857142858, 16.857142857142858, 17.142857142857142, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 4.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over an extended period. The first review occurs shortly after the start of the timeline, with a notable cluster of reviews in the early weeks, particularly within the first 5 weeks. The \"Kindle Store\" reviews appear less frequently, primarily occurring at the beginning and later in the sequence, indicating a trend of concentrated book reviews interspersed with occasional Kindle Store reviews. Overall, the majority of reviews are submitted within the first 17 weeks, with a significant gap before the final \"Kindle Store\" review at week 21." }, { "dim_process": 18, "seq_idx": 183, "seq_len": 73, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.0, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.714285714285714, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.285714285714285, 17.0, 17.285714285714285, 17.571428571428573, 17.571428571428573, 18.285714285714285, 19.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 0, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Other", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the early and mid-periods of the timeline, with multiple reviews clustered closely together. The \"Kindle Store\" reviews appear less frequently but tend to emerge in clusters, often following or interspersed with \"Books\" reviews. As the timeline progresses, there is a noticeable increase in \"Kindle Store\" reviews, particularly in the later weeks, indicating a shift in review activity. Additionally, a single review in the \"Other\" category appears around the midpoint, but the overall pattern remains heavily weighted towards \"Books\" and \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 184, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 5.142857142857143, 5.428571428571429, 6.428571428571429, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.714285714285714, 12.0, 12.857142857142858, 13.0, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.714285714285715, 17.0, 17.714285714285715, 18.0, 18.428571428571427, 19.0, 19.571428571428573, 20.571428571428573, 22.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 1.4285714285714286, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin shortly after the initial timestamp and occur frequently in the early weeks, with a notable cluster of activity within the first 20 weeks. As time progresses, the frequency of reviews appears to decrease slightly, but reviews continue to be submitted consistently up to the 22-week mark, indicating sustained engagement with the product category throughout the observed period." }, { "dim_process": 18, "seq_idx": 185, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 2.0, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.714285714285714, 4.857142857142857, 6.714285714285714, 7.428571428571429, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 10.714285714285714, 11.142857142857142, 11.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 16.0, 16.0, 16.571428571428573, 17.285714285714285, 17.285714285714285, 17.714285714285715, 18.714285714285715, 19.0, 19.0, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.428571428571427, 19.571428571428573, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 5.142857142857143, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 14, 11, 10, 10, 16, 14, 14, 14, 11, 15, 1, 11, 5, 4, 2, 17, 14, 14, 14, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Home and Kitchen", "Books", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Electronics", "Pet Supplies", "Cell Phones and Accessories", "Movies and TV", "Movies and TV", "Movies and TV", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and a series of book reviews, which dominate the early weeks. As time progresses, there is a noticeable shift toward reviews in the Movies and TV category, which start appearing around the 16-week mark and continue to increase in frequency. Additionally, multiple reviews across various categories such as Home and Kitchen, Clothing, and Electronics cluster around the 19-week period. Toward the end of the sequence, there is a return to reviewing both Movies and TV and Books, indicating a mix of interests. Overall, the trend shows an initial concentration on books, followed by a diversification into other categories, particularly Movies and TV." }, { "dim_process": 18, "seq_idx": 186, "seq_len": 46, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 6.0, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.571428571428571, 11.142857142857142, 11.571428571428571, 12.571428571428571, 12.714285714285714, 13.0, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.428571428571427, 17.142857142857142, 17.428571428571427, 18.142857142857142, 21.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 3.4285714285714284, 2.5714285714285716 ], "type_event": [ 10, 10, 11, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 7, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline, particularly in the early weeks and continuing throughout the sequence. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the first few weeks and again towards the end. The \"Home and Kitchen\" and \"Grocery and Gourmet Food\" categories are less frequent, with their reviews occurring only once each in the early part of the timeline. Overall, there is a clear trend of increasing engagement with the \"Books\" category over time, with a few scattered reviews for other categories." }, { "dim_process": 18, "seq_idx": 187, "seq_len": 74, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.0, 3.2857142857142856, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.714285714285714, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.0, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.0, 11.428571428571429, 12.857142857142858, 13.0, 13.0, 13.0, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.571428571428571, 13.571428571428571, 14.285714285714286, 14.285714285714286, 14.571428571428571, 15.142857142857142, 15.428571428571429, 17.285714285714285, 17.714285714285715, 17.857142857142858, 19.0, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.857142857142858, 19.857142857142858, 20.714285714285715, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.0 ], "type_event": [ 10, 11, 12, 10, 11, 7, 12, 0, 10, 9, 10, 11, 4, 10, 12, 9, 1, 8, 8, 10, 10, 11, 10, 9, 10, 5, 11, 1, 10, 12, 11, 12, 10, 8, 12, 1, 11, 10, 11, 10, 10, 9, 12, 10, 10, 11, 10, 10, 10, 15, 12, 10, 7, 15, 10, 8, 11, 10, 15, 12, 15, 11, 12, 10, 8, 8, 12, 8, 11, 4, 10, 8, 11, 10 ], "type_text": [ "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Books", "Office Products", "Books", "Home and Kitchen", "Electronics", "Books", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Toys and Games", "Toys and Games", "Books", "Books", "Home and Kitchen", "Books", "Office Products", "Books", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Books", "Toys and Games", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Office Products", "Sports and Outdoors", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Books", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Electronics", "Books", "Toys and Games", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, which appears frequently throughout the timeline, especially in the early weeks and continues to be a significant focus later on. Home and Kitchen reviews also occur regularly, often clustering around the same periods as book reviews. Sports and Outdoors reviews are prevalent as well, particularly emerging in the middle weeks and continuing to appear towards the end. Other categories, such as Toys and Games and Clothing Shoes and Jewelry, show more sporadic appearances, indicating they are less prioritized compared to the main categories of books and home-related products. Overall, the reviews exhibit a trend of clustering around specific categories while maintaining a steady presence of books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 188, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 7.0, 9.428571428571429, 10.0, 11.571428571428571, 12.571428571428571, 12.571428571428571, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.0, 16.0, 16.0, 21.428571428571427, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 2.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 2.4285714285714284, 0.5714285714285714, 1.5714285714285714, 1.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 5.428571428571429, 0.8571428571428571 ], "type_event": [ 9, 10, 11, 16, 10, 9, 11, 1, 7, 11, 9, 7, 9, 11, 16, 10, 2, 3, 10, 9, 15, 11, 7, 4, 10, 10, 10, 10, 10, 7, 14, 11, 10, 9, 16, 9, 12, 10, 14, 10, 12, 4, 9, 11, 4, 15, 7 ], "type_text": [ "Office Products", "Books", "Home and Kitchen", "Kindle Store", "Books", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Kindle Store", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Movies and TV", "Home and Kitchen", "Books", "Office Products", "Kindle Store", "Office Products", "Sports and Outdoors", "Books", "Movies and TV", "Books", "Sports and Outdoors", "Electronics", "Office Products", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a cluster of reviews in the categories of Office Products, Books, and Home and Kitchen, all submitted within the initial week. As time progresses, there is a notable increase in the variety of categories reviewed, particularly around the 5-week mark, where multiple categories are represented simultaneously. The frequency of book reviews peaks significantly between weeks 7 and 12, indicating a concentrated interest in this category. Later in the sequence, reviews for Office Products and other categories such as Sports and Outdoors and Electronics emerge, suggesting a diversification in the user's review patterns. Overall, the timeline shows an initial focus on a few categories, followed by a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 189, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.285714285714286, 10.0, 10.285714285714286, 11.0, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.571428571428571, 14.142857142857142, 14.714285714285714, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.714285714285715, 18.0, 19.285714285714285, 19.857142857142858, 19.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.0, 2.2857142857142856 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few instances of reviews for the \"Kindle Store\" and \"Other\" categories. Most reviews occur in the first half of the timeline, with a notable clustering of reviews in the early weeks and a gradual tapering off as the timeline progresses. The user primarily reviews books throughout the entire period, with the first mention of the Kindle Store occurring shortly after the initial reviews. The only non-book review appears later in the sequence, indicating a strong preference for books over other categories." }, { "dim_process": 18, "seq_idx": 190, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.0, 8.0, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.0, 11.0, 11.0, 11.0, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.0, 15.0, 15.0, 15.0, 18.142857142857142, 18.142857142857142, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.7142857142857143, 5.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0 ], "type_event": [ 7, 1, 2, 4, 8, 11, 9, 8, 13, 7, 4, 16, 10, 8, 1, 12, 14, 15, 9, 11, 17, 7, 6, 3, 7, 1, 11, 4, 11, 7, 6, 3, 12, 4, 7, 4, 5, 12, 17, 4, 7 ], "type_text": [ "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Toys and Games", "Home and Kitchen", "Office Products", "Toys and Games", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Electronics", "Kindle Store", "Books", "Toys and Games", "Tools and Home Improvement", "Sports and Outdoors", "Movies and TV", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Industrial and Scientific", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Arts Crafts and Sewing", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Electronics", "Automotive", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start, including Grocery and Gourmet Food, Tools and Home Improvement, and Electronics. After a brief pause, there is a cluster of reviews around the second week, primarily in Toys and Games and Grocery and Gourmet Food. A significant gap follows until the tenth week, where a large number of reviews across multiple categories are submitted, indicating a peak in activity. This pattern of clustered reviews continues with additional submissions in the eleventh and fourteenth weeks, primarily focused on Grocery and Gourmet Food and Electronics, before tapering off again with fewer reviews in the eighteenth week. Overall, the trend shows initial diversity, followed by periods of clustering and a focus on specific categories over time." }, { "dim_process": 18, "seq_idx": 191, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.142857142857142, 9.571428571428571, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.714285714285714, 13.714285714285714, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 18.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over time. The reviews predominantly cluster in the early weeks, particularly within the first 18 weeks, with only a few instances of reviews in the \"Kindle Store\" category appearing intermittently. Notably, the first \"Kindle Store\" review occurs around the 0.86-week mark, followed by additional reviews in this category at 13.71 weeks and 15.14 weeks, indicating that these reviews are less frequent compared to the dominant \"Books\" reviews. Overall, the trend reveals a strong preference for reviewing books, with Kindle Store reviews occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 192, "seq_len": 54, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 17.285714285714285, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10.285714285714286, 0.0 ], "type_event": [ 15, 0, 13, 0, 1, 0, 13, 15, 0, 1, 0, 11, 4, 15, 1, 11, 14, 15, 10, 9, 0, 1, 8, 15, 1, 2, 4, 11, 0, 12, 7, 13, 10, 11, 15, 5, 7, 3, 9, 15, 1, 0, 9, 7, 11, 13, 15, 1, 7, 8, 9, 2, 13, 0 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Other", "Tools and Home Improvement", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Other", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Office Products", "Other", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Home and Kitchen", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Toys and Games", "Office Products", "Pet Supplies", "Patio Lawn and Garden", "Other" ], "description": "The sequence of product reviews begins with a focus on Clothing, Shoes, and Jewelry, alongside Other categories, occurring in the initial weeks. As time progresses, there is a noticeable expansion into various categories, particularly Tools and Home Improvement, which appears consistently in the early to mid-period. By the third week, there is a significant clustering of reviews across multiple categories, including Home and Kitchen, Electronics, and Books. In the later weeks, reviews continue to diversify, with a sustained interest in Clothing, Tools, and Grocery categories, culminating in a final review on Patio, Lawn, and Garden after a significant gap. Overall, the review activity shows a trend of increasing variety over time, with certain categories appearing more frequently in specific periods." }, { "dim_process": 18, "seq_idx": 193, "seq_len": 118, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.0, 3.0, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.714285714285714, 4.714285714285714, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.142857142857142, 10.0, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 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Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Toys and Games", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and 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TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Movies and TV\" category, which occur frequently throughout the timeline, especially in the latter half of the sequence. The \"Clothing Shoes and Jewelry\" category also appears consistently, particularly in the early to mid-period, with a noticeable clustering of reviews in this category before and after the 10-week mark. Other categories, such as \"Books,\" \"Toys and Games,\" \"Home and Kitchen,\" and \"Sports and Outdoors,\" are less frequent and tend to appear sporadically, often interspersed among the more dominant categories. Overall, the review activity shows a clear trend of increased engagement with \"Movies and TV\" as time progresses, while \"Clothing Shoes and Jewelry\" maintains a steady presence throughout." }, { "dim_process": 18, "seq_idx": 194, "seq_len": 72, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.857142857142857, 3.857142857142857, 4.428571428571429, 8.0, 8.857142857142858, 8.857142857142858, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 13.285714285714286, 13.285714285714286, 14.0, 14.0, 14.0, 14.0, 14.428571428571429, 15.714285714285714, 16.142857142857142, 17.0, 17.0, 18.428571428571427, 18.571428571428573, 19.285714285714285, 19.285714285714285, 19.571428571428573, 20.0, 20.0, 20.714285714285715, 21.857142857142858, 21.857142857142858, 22.0, 23.0, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.285714285714285, 23.428571428571427, 24.0, 24.142857142857142, 24.142857142857142, 24.571428571428573, 24.571428571428573, 24.571428571428573, 25.0, 25.0, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 1.5714285714285714, 0.0, 0.5714285714285714, 3.5714285714285716, 0.8571428571428571, 0.0, 1.0, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.8571428571428571, 0.0, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 4, 0, 10, 7, 6, 10, 9, 6, 7, 12, 13, 2, 13, 1, 0, 7, 11, 4, 10, 15, 2, 12, 7, 11, 7, 5, 10, 12, 7, 7, 0, 12, 9, 10, 12, 15, 7, 12, 11, 12, 1, 8, 2, 8, 10, 10, 7, 12, 11, 11, 8, 7, 11, 7, 11, 10, 1, 11, 2, 8, 8, 12, 0, 2, 2, 12, 11, 8, 11, 12, 7 ], "type_text": [ "Books", "Electronics", "Other", "Books", "Grocery and Gourmet Food", "Industrial and Scientific", "Books", "Office Products", "Industrial and Scientific", "Grocery and Gourmet Food", "Sports and Outdoors", "Patio Lawn and Garden", "Pet Supplies", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Automotive", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Office Products", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Toys and Games", "Pet Supplies", "Toys and Games", "Books", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Other", "Pet Supplies", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Books and Electronics, occurring early on. As time progresses, there is a noticeable clustering of Grocery and Gourmet Food and Sports and Outdoors reviews, particularly around the 1.29 to 14-week mark. Later in the sequence, there is a shift towards more frequent reviews in Home and Kitchen, Toys and Games, and Pet Supplies, with several reviews concentrated in these categories around the 20 to 25-week period. Overall, the timing reflects an initial variety that transitions into specific categories being reviewed more consistently over time." }, { "dim_process": 18, "seq_idx": 195, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.0, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.428571428571429, 11.428571428571429, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.428571428571427, 17.285714285714285, 17.714285714285715, 18.428571428571427, 19.714285714285715, 20.571428571428573, 20.714285714285715, 21.285714285714285, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over time, especially in the earlier weeks. The first review appears within the first week, and reviews in this category continue to be submitted frequently, with clusters of reviews occurring at various intervals. The \"Kindle Store\" reviews are less frequent and appear later in the sequence, primarily concentrated around the 5th week and again in the 20th to 23rd weeks. Overall, the majority of reviews are for books, with a noticeable shift towards the Kindle Store towards the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 196, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 4.285714285714286, 6.0, 6.0, 8.0, 8.0, 8.0, 8.428571428571429, 8.857142857142858, 8.857142857142858, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.142857142857142, 13.142857142857142, 13.571428571428571, 16.714285714285715, 17.285714285714285, 17.285714285714285, 17.285714285714285, 19.142857142857142, 19.285714285714285, 19.285714285714285, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.428571428571427, 20.428571428571427, 20.428571428571427, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 1.7142857142857142, 1.7142857142857142, 0.0, 2.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 2.0, 0.42857142857142855, 3.142857142857143, 0.5714285714285714, 0.0, 0.0, 1.8571428571428572, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 3.7142857142857144 ], "type_event": [ 9, 0, 0, 12, 15, 0, 15, 7, 15, 15, 11, 0, 12, 15, 15, 0, 15, 15, 11, 7, 0, 0, 15, 15, 15, 11, 4, 15, 0, 15, 7, 0, 11, 15, 0, 13, 15, 11, 0, 15 ], "type_text": [ "Office Products", "Other", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows that the user submitted reviews across various categories, with a notable emphasis on \"Clothing Shoes and Jewelry,\" which appears frequently throughout the timeline. Initial reviews are concentrated within the first few weeks, with a mix of categories including \"Other\" and \"Sports and Outdoors.\" As time progresses, reviews for \"Clothing Shoes and Jewelry\" continue to dominate, particularly around the 8-week mark and again at later intervals. Other categories such as \"Home and Kitchen\" and \"Grocery and Gourmet Food\" appear intermittently, often clustered around specific weeks, while \"Electronics\" is reviewed later in the sequence. Overall, there is a clear trend of increasing frequency in reviews for \"Clothing Shoes and Jewelry\" as the timeline advances." }, { "dim_process": 18, "seq_idx": 197, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 2.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.714285714285714, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.714285714285714, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.714285714285714, 13.714285714285714, 16.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 5.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 1.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 2.2857142857142856 ], "type_event": [ 11, 11, 9, 8, 10, 7, 11, 10, 11, 9, 10, 11, 8, 7, 11, 9, 7, 11, 0, 9, 7, 7, 10, 11, 7, 0, 11, 11, 7, 0, 7, 7, 11, 7, 10, 7, 7, 9, 10, 7, 7 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Office Products", "Toys and Games", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Home and Kitchen", "Office Products", "Books", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Office Products", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows an initial cluster of reviews predominantly in the Home and Kitchen category, occurring within the first week. Following this, there is a mix of categories, including Office Products, Toys and Games, and Books, also concentrated in the early weeks. As time progresses, particularly around the 7-week mark, there is a notable increase in reviews across multiple categories, with a significant focus on Grocery and Gourmet Food. The reviews continue to trend towards Grocery and Gourmet Food in the later weeks, indicating a sustained interest in this category, while other categories like Books and Office Products appear intermittently. Overall, the timeline reflects a shift from a diverse range of categories in the beginning to a more concentrated focus on Grocery and Gourmet Food as time progresses." }, { "dim_process": 18, "seq_idx": 198, "seq_len": 57, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 5.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.714285714285714, 15.285714285714286, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.714285714285715, 18.0, 18.857142857142858, 19.142857142857142, 21.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 2.2857142857142856, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted within the first few weeks. As the timeline progresses, there is a brief introduction of \"Kindle Store\" reviews around the third week, but the majority of reviews continue to be concentrated in the \"Books\" category. The frequency of reviews remains consistent over time, with a notable cluster of reviews occurring between weeks 0 and 19, predominantly in the \"Books\" category, while the \"Kindle Store\" reviews appear sporadically. Overall, the pattern indicates a sustained interest in \"Books\" throughout the timeline, with a few instances of \"Kindle Store\" reviews interspersed." }, { "dim_process": 18, "seq_idx": 199, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 3.142857142857143, 5.142857142857143, 5.714285714285714, 8.142857142857142, 8.142857142857142, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.428571428571429, 16.0, 16.0, 16.0, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.571428571428573, 24.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 2.142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 2.0, 0.5714285714285714, 2.4285714285714284, 0.0, 1.4285714285714286, 0.0, 0.0, 0.8571428571428571, 5.571428571428571, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 6.571428571428571, 0.0 ], "type_event": [ 10, 8, 11, 10, 10, 3, 11, 10, 11, 8, 1, 4, 3, 12, 15, 5, 6, 11, 3, 11, 10, 10, 10, 3, 11, 10, 7, 3, 1, 16, 9, 15, 10, 8, 11, 9, 7, 1, 12, 8 ], "type_text": [ "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Electronics", "Arts Crafts and Sewing", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Industrial and Scientific", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Books", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Tools and Home Improvement", "Kindle Store", "Office Products", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games" ], "description": "The sequence of product reviews begins with a cluster of reviews in the first two weeks, primarily focused on Books, Toys and Games, and Home and Kitchen. As time progresses, there is a notable increase in the variety of categories reviewed around the 2 to 3-week mark, with multiple categories being addressed simultaneously. Reviews for Books continue to appear periodically, with significant clusters around the 5 and 8-week marks. Later in the sequence, around the 16-week mark, there is a resurgence of reviews across multiple categories, including Tools and Home Improvement, Office Products, and Grocery and Gourmet Food, indicating a broader range of interests. The sequence concludes with reviews for Sports and Outdoors and Toys and Games at the 24-week mark, suggesting a return to certain categories after a period of diverse reviews." }, { "dim_process": 18, "seq_idx": 200, "seq_len": 49, "time_since_start": [ 0.0, 1.5714285714285714, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.5714285714285716, 3.7142857142857144, 5.428571428571429, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 5.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.714285714285714, 9.571428571428571, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.571428571428571, 12.857142857142858, 14.142857142857142, 14.285714285714286, 15.285714285714286, 17.0, 17.714285714285715, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 19.857142857142858, 20.857142857142858, 21.571428571428573, 21.571428571428573, 21.571428571428573, 21.714285714285715, 22.285714285714285, 22.714285714285715, 22.857142857142858, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 1.8571428571428572, 1.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.0, 1.7142857142857142, 0.7142857142857143, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 1.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285 ], "type_event": [ 10, 13, 10, 0, 11, 10, 11, 10, 7, 12, 0, 11, 13, 11, 7, 0, 0, 0, 0, 1, 10, 10, 5, 0, 11, 9, 7, 7, 15, 7, 7, 13, 11, 7, 11, 13, 0, 2, 10, 0, 10, 0, 13, 7, 7, 7, 11, 5, 0 ], "type_text": [ "Books", "Patio Lawn and Garden", "Books", "Other", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Other", "Other", "Other", "Tools and Home Improvement", "Books", "Books", "Automotive", "Other", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Pet Supplies", "Books", "Other", "Books", "Other", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Automotive", "Other" ], "description": "The sequence of product reviews shows a consistent engagement with the \"Books\" category, with multiple entries occurring primarily in the early stages and again around the 19-week mark. The user also demonstrates a notable interest in \"Home and Kitchen\" products, with reviews clustered around weeks 3 to 6 and again around weeks 17 to 23. \"Grocery and Gourmet Food\" reviews appear frequently, particularly from weeks 5 to 22, indicating a sustained focus on this category. Additionally, there is a significant cluster of \"Other\" category reviews around weeks 7 to 8 and again at weeks 20 to 23, suggesting varied interests in that time frame. Overall, the user exhibits a pattern of reviewing specific categories at different intervals, with \"Books,\" \"Home and Kitchen,\" and \"Grocery and Gourmet Food\" being the most prominent." }, { "dim_process": 18, "seq_idx": 201, "seq_len": 59, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.285714285714286, 7.714285714285714, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.285714285714286, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.142857142857142, 16.0, 16.142857142857142, 16.285714285714285, 17.571428571428573, 18.142857142857142, 19.428571428571427, 19.428571428571427, 20.714285714285715, 22.0, 22.571428571428573, 23.285714285714285, 24.571428571428573, 25.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 1.2857142857142858, 0.0, 1.2857142857142858, 1.2857142857142858, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over a lengthy period. The first review occurs at the beginning of the timeline, with a notable concentration of book reviews in the initial weeks, particularly within the first 15 weeks. The \"Kindle Store\" reviews appear less frequently, with the first instance occurring around week 4 and subsequent reviews clustered around weeks 19 and 25. Overall, the trend indicates a sustained interest in books, with occasional reviews of the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 202, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.0, 1.5714285714285714, 2.0, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.857142857142857, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 11.0, 12.0, 14.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.428571428571429, 16.0, 16.428571428571427, 16.857142857142858, 17.0, 17.428571428571427, 18.428571428571427, 21.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.0, 1.0, 2.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 2.5714285714285716, 4.428571428571429 ], "type_event": [ 10, 14, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 2, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Pet Supplies", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the timeline, with numerous entries clustered primarily between the first and eighth weeks. Other categories, such as \"Movies and TV,\" \"Clothing Shoes and Jewelry,\" \"Patio Lawn and Garden,\" \"Pet Supplies,\" and \"Kindle Store,\" appear sporadically and are limited in number compared to the extensive reviews of books. Notably, the reviews for books continue consistently throughout the timeline, with a few gaps, while other categories are reviewed only once or twice and generally occur later in the sequence." }, { "dim_process": 18, "seq_idx": 203, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.8571428571428572, 2.0, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.285714285714286, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 17.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 19.571428571428573, 19.857142857142858, 22.714285714285715, 22.857142857142858, 23.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 2.857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. The \"Kindle Store\" category appears less frequently, primarily clustered around specific weeks, particularly after the first week. Notably, the reviews for \"Books\" continue to be submitted regularly, with some periods showing clusters of reviews, while the \"Kindle Store\" reviews tend to occur at more spaced intervals, suggesting a pattern of sustained engagement with books followed by occasional interactions with the Kindle Store." }, { "dim_process": 18, "seq_idx": 204, "seq_len": 45, "time_since_start": [ 0.0, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.142857142857143, 4.142857142857143, 5.571428571428571, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.142857142857143, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.428571428571429, 15.285714285714286, 15.285714285714286, 15.285714285714286, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.285714285714285, 18.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 2.7142857142857144, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.4285714285714286, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 5.857142857142857, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 5.142857142857143 ], "type_event": [ 15, 15, 10, 0, 1, 15, 14, 8, 11, 10, 9, 1, 11, 12, 11, 10, 15, 14, 17, 8, 2, 0, 0, 1, 2, 12, 10, 4, 5, 10, 11, 5, 10, 2, 1, 11, 10, 2, 11, 5, 2, 7, 15, 1, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Toys and Games", "Home and Kitchen", "Books", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Cell Phones and Accessories", "Toys and Games", "Pet Supplies", "Other", "Other", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Books", "Electronics", "Automotive", "Books", "Home and Kitchen", "Automotive", "Books", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Books", "Pet Supplies", "Home and Kitchen", "Automotive", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews shows an initial focus on Clothing, Shoes, and Jewelry, with several reviews in this category occurring early on. As time progresses, there is a noticeable diversification into various categories, particularly around the third week, where multiple reviews are submitted simultaneously across different types, including Books, Tools, and Home Improvement. The reviews continue to cluster around the sixth week, with a peak in activity across several categories, including Home and Kitchen and Pet Supplies. Later in the sequence, there is a re-emergence of reviews in the Automotive and Grocery categories, indicating a shift in focus, while the Home and Kitchen category remains consistently reviewed throughout the timeline. Overall, the review activity demonstrates a trend of increasing variety and frequency over time, with certain categories receiving concentrated attention during specific periods." }, { "dim_process": 18, "seq_idx": 205, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 3.142857142857143, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.0, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.857142857142858, 12.428571428571429, 13.0, 13.142857142857142, 13.571428571428571, 13.571428571428571, 14.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.0, 17.142857142857142, 17.142857142857142, 17.857142857142858, 18.142857142857142, 20.571428571428573, 21.142857142857142, 21.285714285714285, 22.428571428571427, 23.142857142857142, 24.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.0, 0.7142857142857143, 0.2857142857142857, 2.4285714285714284, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 1.4285714285714286, 0.8571428571428571 ], "type_event": [ 9, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 3, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of categories, including Office Products and Books, but quickly shifts to a predominant focus on Books. Over time, there is a notable clustering of reviews for Books, particularly in the early weeks, with multiple reviews submitted in close succession. The Kindle Store reviews appear intermittently, often following clusters of Book reviews, suggesting a pattern where the user tends to review Books more frequently, with Kindle Store reviews serving as occasional interludes. As the timeline progresses, the frequency of Book reviews remains high, with a consistent pattern of reviewing occurring throughout the sequence, while reviews for other categories appear less frequently." }, { "dim_process": 18, "seq_idx": 206, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.571428571428571, 6.142857142857143, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 15.0, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 17.142857142857142, 17.714285714285715, 18.142857142857142, 20.285714285714285, 22.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 2.142857142857143, 1.8571428571428572, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 13, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Patio Lawn and Garden", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring at regular intervals over time. The reviews are primarily clustered within the first 18 weeks, with a notable shift occurring around week 17 when a review for the Kindle Store is submitted. Following this, there is a brief introduction of a review in the Patio Lawn and Garden category at week 20, before the user returns to submitting additional book reviews in the subsequent weeks. Overall, the trend indicates a strong focus on books throughout the timeline, with only a few diversions into other categories." }, { "dim_process": 18, "seq_idx": 207, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 4.0, 4.428571428571429, 5.285714285714286, 6.142857142857143, 6.714285714285714, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.0, 10.142857142857142, 11.714285714285714, 12.285714285714286, 13.285714285714286, 13.857142857142858, 14.142857142857142, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.0, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Clothing Shoes and Jewelry", "Other", "Other", "Kindle Store", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews begins with a series of reviews categorized as \"Other,\" which dominate the early weeks. As time progresses, there is a notable clustering of reviews around the 7 to 9-week mark, with a specific review for \"Clothing Shoes and Jewelry\" appearing at week 7. The sequence continues with a mix of \"Other\" reviews, with a single review for the \"Kindle Store\" occurring at week 9. Overall, the majority of reviews are categorized as \"Other,\" with only a few instances of specific categories appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 208, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.714285714285714, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.0, 9.0, 9.571428571428571, 11.0, 11.0, 11.857142857142858, 11.857142857142858, 13.0, 13.0, 13.714285714285714, 14.428571428571429, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.714285714285715, 16.714285714285715, 18.571428571428573, 18.571428571428573, 19.857142857142858, 23.428571428571427, 23.428571428571427, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 1.4285714285714286, 0.0, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 1.8571428571428572, 0.0, 1.2857142857142858, 3.5714285714285716, 0.0, 0.5714285714285714, 0.5714285714285714 ], "type_event": [ 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions over time, with both \"Kindle Store\" and \"Books\" categories being reviewed. Initially, reviews are submitted in close succession, with a slight preference for \"Books\" in the early weeks. As time progresses, the frequency of reviews remains steady, with occasional clusters of both categories appearing together. Notably, there are periods where \"Kindle Store\" reviews are more prominent, particularly in the later weeks, but overall, both categories are reviewed regularly throughout the timeline." }, { "dim_process": 18, "seq_idx": 209, "seq_len": 55, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.857142857142857, 4.285714285714286, 5.285714285714286, 6.0, 6.142857142857143, 6.571428571428571, 10.571428571428571, 10.714285714285714, 11.285714285714286, 13.285714285714286, 13.428571428571429, 14.0, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.0, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.0, 18.0, 18.428571428571427, 18.571428571428573, 18.857142857142858, 19.0, 20.142857142857142, 20.857142857142858, 21.285714285714285, 21.285714285714285, 21.285714285714285, 21.428571428571427, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.285714285714285, 22.571428571428573, 22.714285714285715, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 4.0, 0.14285714285714285, 0.5714285714285714, 2.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855 ], "type_event": [ 16, 1, 14, 10, 10, 0, 11, 7, 1, 0, 0, 11, 0, 10, 10, 7, 10, 10, 10, 16, 10, 10, 14, 16, 14, 10, 16, 10, 2, 7, 16, 10, 7, 10, 10, 14, 14, 10, 16, 10, 16, 14, 14, 12, 16, 16, 12, 1, 11, 6, 14, 16, 16, 16, 14 ], "type_text": [ "Kindle Store", "Tools and Home Improvement", "Movies and TV", "Books", "Books", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other", "Other", "Home and Kitchen", "Other", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Kindle Store", "Movies and TV", "Books", "Kindle Store", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Kindle Store", "Kindle Store", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Movies and TV", "Kindle Store", "Kindle Store", "Kindle Store", "Movies and TV" ], "description": "The sequence of product reviews shows an initial focus on a variety of categories, with early reviews predominantly in the Kindle Store, Tools and Home Improvement, and Movies and TV. As time progresses, there is a noticeable increase in reviews related to Books, particularly around the 6 to 18-week mark, indicating a strong interest in that category. Additionally, reviews for Movies and TV cluster around the later weeks, particularly between 18 and 24 weeks, while other categories such as Grocery and Gourmet Food and Sports and Outdoors appear intermittently throughout the timeline. Overall, the trend highlights a significant engagement with Books and Movies and TV as time advances." }, { "dim_process": 18, "seq_idx": 210, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.142857142857142, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.714285714285714, 16.285714285714285, 16.285714285714285, 19.285714285714285, 19.857142857142858, 21.428571428571427, 21.571428571428573, 21.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.0, 3.0, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted at relatively short intervals during the initial weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster at specific points, primarily after several \"Books\" reviews. Over time, there is a gradual increase in the intervals between reviews, particularly noticeable in the later weeks, while the majority of reviews remain concentrated in the earlier part of the timeline. Overall, the user exhibits a strong preference for reviewing books, with Kindle Store reviews interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 211, "seq_len": 65, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 3.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.0, 18.0, 18.142857142857142, 19.142857142857142, 20.142857142857142, 20.428571428571427, 22.857142857142858, 23.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear intermittently, often following clusters of \"Books\" reviews. Notably, the early weeks feature a higher frequency of \"Books\" reviews, while \"Kindle Store\" reviews begin to increase in frequency around the 1.43-week mark and continue to appear periodically throughout the sequence. Overall, the trend indicates a strong initial emphasis on \"Books,\" with \"Kindle Store\" reviews becoming more prominent in later weeks." }, { "dim_process": 18, "seq_idx": 212, "seq_len": 94, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 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0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 2.2857142857142856, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 0, 15, 10, 10, 10, 15, 3, 10, 10, 10, 10, 7, 10, 1, 10, 1, 10, 10, 10, 9, 11, 10, 10, 10, 10, 9, 10, 10, 10, 10, 15, 12, 10, 9, 11, 0, 17, 10, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 15, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 11, 15, 10, 10, 10, 0, 9, 10, 8, 10, 10, 10, 3, 10, 1, 11, 11, 11, 3, 0, 11, 0 ], "type_text": [ "Books", "Books", "Books", "Other", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Office Products", "Home and Kitchen", "Other", "Cell Phones and Accessories", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Other", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Other", "Office Products", "Books", "Toys and Games", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Other", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently throughout the timeline, particularly in the early weeks and continuing at regular intervals. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Office Products,\" appear intermittently, often clustered in specific weeks, but are less frequent than book reviews. Notably, there are several instances of reviews for \"Other\" categories, which occur at various points, suggesting occasional diversions from the primary focus on books. The sequence also indicates that reviews for \"Home and Kitchen\" products tend to cluster later in the timeline, particularly in the final weeks." }, { "dim_process": 18, "seq_idx": 213, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.571428571428571, 4.857142857142857, 5.0, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.571428571428571, 12.142857142857142, 12.142857142857142, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 18.714285714285715, 18.714285714285715, 19.0, 21.142857142857142, 21.857142857142858, 21.857142857142858, 23.142857142857142, 23.428571428571427, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 3.0, 0.0, 0.2857142857142857, 2.142857142857143, 0.7142857142857143, 0.0, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 14, 15, 16, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Movies and TV", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with a significant number of reviews for Books occurring in the initial weeks. As time progresses, the frequency of reviews remains high for Books, with intermittent reviews for the Kindle Store. A notable shift occurs around week 7, where a review for Grocery and Gourmet Food is introduced, followed by a return to Books. Towards the latter part of the timeline, there is a clustering of reviews for the Kindle Store, indicating a concentration of activity in that category. Overall, Books dominate the early and middle periods, while the Kindle Store sees increased activity in the later weeks." }, { "dim_process": 18, "seq_idx": 214, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 6.142857142857143, 7.571428571428571, 8.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.428571428571427, 20.0, 20.142857142857142, 22.714285714285715, 23.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.5714285714285716, 1.4285714285714286, 0.7142857142857143, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 2.5714285714285716, 0.2857142857142857, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over an extended period, with reviews occurring in a relatively steady manner. The reviews are predominantly clustered within the first 18 weeks, with a notable concentration of activity in the initial weeks. After week 18, there is a slight shift as reviews for the Kindle Store begin to appear, although books remain the dominant category throughout. The frequency of reviews appears to taper off after week 24, indicating a decline in review activity over time." }, { "dim_process": 18, "seq_idx": 215, "seq_len": 61, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 22.571428571428573, 23.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 1.8571428571428572, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 4.714285714285714, 0.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 14, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Movies and TV", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. The initial reviews include a mix of \"Books\" and \"Kindle Store,\" but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly in the first 14 weeks. After week 14, there is a brief introduction of reviews in \"Clothing Shoes and Jewelry,\" \"Movies and TV,\" and \"Electronics,\" but these are followed by a return to predominantly \"Books\" reviews. Overall, the trend indicates a sustained interest in \"Books\" throughout the sequence, with other categories appearing sporadically and clustered around specific weeks." }, { "dim_process": 18, "seq_idx": 216, "seq_len": 65, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.571428571428573, 20.0, 20.714285714285715, 20.714285714285715, 20.857142857142858, 21.0, 22.285714285714285, 22.714285714285715, 23.0, 23.142857142857142, 23.428571428571427, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear less frequently and are interspersed among the more numerous \"Books\" reviews, often occurring after longer periods of activity in the \"Books\" category. The reviews cluster heavily in the earlier weeks, particularly within the first 15 weeks, with a noticeable decline in frequency as time progresses, although \"Books\" reviews continue to be submitted throughout the entire sequence. The \"Kindle Store\" reviews tend to occur at intervals, suggesting a pattern of occasional engagement with that category amidst a sustained interest in \"Books.\"" }, { "dim_process": 18, "seq_idx": 217, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 4.142857142857143, 5.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.571428571428571, 12.0, 12.0, 12.714285714285714, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.857142857142858, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.714285714285715, 19.428571428571427, 20.142857142857142, 20.285714285714285, 20.571428571428573, 21.0, 21.0, 21.714285714285715, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which are submitted consistently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews are less frequent and tend to cluster at specific intervals, appearing primarily after several reviews of books have been submitted. Notably, there are bursts of activity with multiple reviews occurring in close succession, particularly in the early and later parts of the timeline, while the \"Kindle Store\" reviews tend to occur after longer spans of time between book reviews." }, { "dim_process": 18, "seq_idx": 218, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.285714285714286, 5.285714285714286, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 11.0, 11.0, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 13.0, 13.714285714285714, 13.714285714285714, 14.857142857142858, 14.857142857142858, 15.0, 15.0, 18.285714285714285, 18.285714285714285, 18.714285714285715, 19.142857142857142, 19.285714285714285, 19.285714285714285, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 2.0, 0.0, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 3.2857142857142856, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855 ], "type_event": [ 9, 0, 4, 0, 15, 1, 4, 15, 11, 4, 4, 4, 1, 0, 15, 4, 0, 0, 15, 4, 11, 6, 5, 8, 1, 8, 10, 2, 4, 15, 4, 2, 11, 1, 4, 11, 0, 11, 8, 4, 10, 1, 4, 0, 15, 13, 15, 13, 5, 4, 8, 8 ], "type_text": [ "Office Products", "Other", "Electronics", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Electronics", "Electronics", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Electronics", "Other", "Other", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Toys and Games", "Tools and Home Improvement", "Toys and Games", "Books", "Pet Supplies", "Electronics", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Other", "Home and Kitchen", "Toys and Games", "Electronics", "Books", "Tools and Home Improvement", "Electronics", "Other", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Automotive", "Electronics", "Toys and Games", "Toys and Games" ], "description": "The sequence of product reviews shows a diverse range of categories submitted over time, with a notable clustering of reviews in the early weeks. Initially, reviews for \"Other,\" \"Electronics,\" and \"Clothing Shoes and Jewelry\" appear closely together. As time progresses, there is a shift towards a more varied selection, including categories like \"Home and Kitchen,\" \"Toys and Games,\" and \"Automotive,\" with multiple reviews for \"Electronics\" concentrated in the early to mid-period. Towards the later weeks, categories such as \"Patio Lawn and Garden\" and \"Books\" emerge, indicating a gradual expansion of interests over time." }, { "dim_process": 18, "seq_idx": 219, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.857142857142858, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.714285714285715, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews consistently submitted over time. The initial reviews include a few from the \"Kindle Store,\" but these are sparse compared to the numerous \"Books\" reviews that dominate the timeline. The reviews are primarily clustered in the early weeks, with a gradual tapering off as time progresses, although reviews continue to be submitted consistently throughout the entire period. There is a notable increase in the frequency of reviews in certain weeks, particularly in the first half of the timeline, before stabilizing into a more regular pattern." }, { "dim_process": 18, "seq_idx": 220, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 4.571428571428571, 5.0, 5.857142857142857, 6.714285714285714, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.0, 9.285714285714286, 10.285714285714286, 10.714285714285714, 12.714285714285714, 13.571428571428571, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.714285714285715, 16.857142857142858, 17.142857142857142, 18.0, 18.857142857142858, 19.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 2.0, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.0, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The first review occurs shortly after the start of the timeline, and the majority of reviews cluster within the first 20 weeks, with a notable increase in frequency during this period. There are only two instances of reviews in the \"Kindle Store,\" which occur later in the sequence, indicating that most reviews are concentrated in the early weeks and primarily focused on books. Overall, the review activity appears to taper off after the 20-week mark, with a significant gap before the final reviews are submitted." }, { "dim_process": 18, "seq_idx": 221, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 4.0, 4.857142857142857, 5.142857142857143, 5.142857142857143, 10.857142857142858, 11.0, 12.0, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.571428571428571, 15.571428571428571, 15.571428571428571, 16.142857142857142, 18.0, 18.0, 18.0, 18.0, 18.0, 18.0, 19.285714285714285, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 2.5714285714285716, 0.8571428571428571, 0.2857142857142857, 0.0, 5.714285714285714, 0.14285714285714285, 1.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.5714285714285714, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 2.857142857142857 ], "type_event": [ 5, 10, 9, 12, 8, 4, 15, 11, 1, 0, 0, 3, 4, 15, 12, 13, 10, 11, 8, 1, 5, 10, 15, 4, 5, 1, 11, 15, 5, 12, 1, 6, 12, 13, 1, 12, 1, 12, 17, 12, 1, 4, 15, 8, 9, 12, 10, 4, 1, 4, 4, 11, 8, 0, 15, 12, 12, 17 ], "type_text": [ "Automotive", "Books", "Office Products", "Sports and Outdoors", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Other", "Other", "Arts Crafts and Sewing", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Automotive", "Books", "Clothing Shoes and Jewelry", "Electronics", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Sports and Outdoors", "Books", "Electronics", "Tools and Home Improvement", "Electronics", "Electronics", "Home and Kitchen", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted all at once, indicating an initial burst of activity across various types. After this initial phase, there is a noticeable clustering of reviews in the Sports and Outdoors category, which appears frequently at various intervals. Over time, reviews for Tools and Home Improvement also become prominent, particularly in the later weeks. The Electronics category shows a gradual increase in reviews, particularly in the later stages of the sequence, while other categories like Clothing Shoes and Jewelry and Books appear intermittently throughout the timeline. Overall, the sequence reflects a pattern of early diversity followed by specific category clustering as time progresses." }, { "dim_process": 18, "seq_idx": 222, "seq_len": 56, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.857142857142857, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.857142857142857, 6.857142857142857, 9.142857142857142, 10.142857142857142, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 17.714285714285715, 19.0, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 22.428571428571427, 22.428571428571427, 22.428571428571427, 23.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 2.2857142857142856, 1.0, 3.5714285714285716, 0.0, 0.0, 0.0, 0.0, 4.0, 1.2857142857142858, 0.2857142857142857, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 2, 9, 15, 11, 0, 11, 9, 2, 15, 17, 2, 10, 2, 15, 17, 13, 12, 10, 2, 12, 4, 15, 2, 10, 15, 13, 12, 11, 15, 0, 17, 4, 5, 7, 10, 9, 11, 2, 10, 2, 8, 12, 9, 15, 4, 2, 11, 0, 8, 4, 13, 12, 8, 11, 5, 11 ], "type_text": [ "Pet Supplies", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Home and Kitchen", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Pet Supplies", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Patio Lawn and Garden", "Sports and Outdoors", "Books", "Pet Supplies", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Cell Phones and Accessories", "Electronics", "Automotive", "Grocery and Gourmet Food", "Books", "Office Products", "Home and Kitchen", "Pet Supplies", "Books", "Pet Supplies", "Toys and Games", "Sports and Outdoors", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Home and Kitchen", "Other", "Toys and Games", "Electronics", "Patio Lawn and Garden", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Automotive", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with initial reviews occurring within the first week across various categories such as Pet Supplies, Office Products, and Clothing Shoes and Jewelry. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen and Pet Supplies categories, particularly around the 6-week mark and again around the 19-week mark. Later reviews, particularly after the 13-week point, include a significant number of Toys and Games, Sports and Outdoors, and Electronics, indicating a shift in focus. Overall, the reviews demonstrate a pattern of varied interests with certain categories receiving more attention at specific intervals." }, { "dim_process": 18, "seq_idx": 223, "seq_len": 41, "time_since_start": [ 0.0, 9.0, 9.0, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.714285714285714, 11.0, 11.0, 11.428571428571429, 11.428571428571429, 12.142857142857142, 12.857142857142858, 13.0, 13.0, 13.857142857142858, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.571428571428571, 16.285714285714285, 16.428571428571427, 17.0, 17.571428571428573, 17.857142857142858, 19.0, 21.142857142857142, 21.571428571428573, 21.714285714285715, 22.0, 22.571428571428573, 22.571428571428573, 23.142857142857142, 24.0, 24.285714285714285, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 9.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 0.8571428571428571, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 0, 0, 0, 0, 10, 0, 0, 10, 14, 0, 10, 0, 14, 0, 0, 0, 0, 0, 0, 0, 10, 14, 14, 0, 0, 0, 0, 0, 0, 0, 0, 14, 14, 0, 0, 0, 0, 0, 0, 0, 14 ], "type_text": [ "Other", "Other", "Other", "Other", "Books", "Other", "Other", "Books", "Movies and TV", "Other", "Books", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV" ], "description": "The sequence of product reviews begins with a series of \"Other\" category reviews concentrated in the initial weeks, particularly around the 0 to 10-week mark. As time progresses, there is a noticeable increase in reviews for \"Books\" and \"Movies and TV,\" particularly around the 10 to 15-week period. The frequency of \"Movies and TV\" reviews appears to rise significantly after the 15-week mark, while \"Other\" reviews continue to be submitted throughout the sequence, often clustering in the earlier weeks. Overall, the pattern indicates a transition from predominantly \"Other\" reviews to a more diverse range of categories, especially \"Movies and TV,\" as time advances." }, { "dim_process": 18, "seq_idx": 224, "seq_len": 53, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.857142857142857, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 12.0, 12.714285714285714, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.857142857142858, 16.285714285714285, 17.0, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 18.571428571428573, 18.714285714285715, 19.0, 20.0, 21.142857142857142, 22.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.7142857142857143, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The first review occurs at the start of the timeline, with a notable cluster of reviews concentrated within the first 10 weeks. The \"Kindle Store\" category is introduced at week 8 and appears intermittently, primarily around weeks 8, 9, 13, and 17. After week 10, the frequency of reviews remains steady, with a gradual continuation of \"Books\" reviews leading up to week 24, indicating sustained engagement with this category throughout the sequence." } ]