Datasets:

infinite-dataset-hub
/

Integrator_Key_Transform_Predictive_Dataset

idx int64 0 99	label stringclasses 3 values	URL stringlengths 30 69	Key stringlengths 5 25	IntegratorKeyFunction stringlengths 4 29	TransformationFunction stringlengths 4 29	PredictiveOutcome stringlengths 12 36
0	E-Commerce	https://example.com/products?itemId=12345	itemId=12345	SHORTEN_KEY	ENCODE_BASE64	High Relevance Score
1	Content Management	https://cdn.example.com/…/12345/photo.jpg	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
2	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
3	E-Commerce	https://marketplace.example.com/product/12345	productId=12345	REPLACE_CHARS	HASH_MD5	Data Integrity Check
4	Content Management	https://storage.example.com/folder/12345/file.pdf	folder12345/file.pdf	FOLD_PATH	SLASH_REMOVE	File Accessibility
5	E-Commerce	https://www.example.com/cart?productId=67890	productId=67890	REPLACE_SPACES	SLASH_REMOVE	High Revenue Forecast
6	Content Management	https://cdn.example.com/…/12345/photo.jpg	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
7	Social Media	https://twitter.com/user/status/12345	status12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
8	E-Commerce	https://store.example.com/order?orderId=7890	orderId=7890	SHORTEN_KEY	HASH_SHA256	Predictive Order Cancellation
9	Content Management	https://cdn.example.com/blog/posts/2023/04/marketing-tips	2023-04-marketing-tips	REPLACE_SPACE	HYPHENATE	Content Organization Success
10	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
11	E-Commerce	https://marketplace.example.com/basket?cartId=67890	cartId=67890	REPLACE_SPACE_WITH_UNDERSCORE	REPLACE_SPACE_WITH_UNDERSCORE	Increased Cart Conversion
12	Content Management	https://library.example.com/books/12345	books/12345	SLASH_REMOVE	FOLD_PATH	User Engagement Prediction
13	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	REPLACE_CHARS	HASH_MD5	High Engagement Prediction
14	E-Commerce	https://specialoffers.example.com/promo?code=SP123	promo?code=SP123	ENCODE_HANDLE	HEX_ENCODE	High Customer Retention
15	E-Commerce	https://shop.example.com/details/product/67890	/product/67890	KEEP_PATH	NONE	Item Popularity High
16	Content Management	https://cdn.example.com/media/uploads/12345/video.mp4	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
17	Social Media	https://instagram.com/user/12345/photo/67890	photo67890	REPLACE_CHARS	HASH_SHA256	Medium Engagement Prediction
18	E-Commerce	https://online.example.com/cart?cartId=4567	cartId=4567	REPLACE_CHARS	URL_PARSE	Cart Checkout Process
19	Content Management	https://storage.example.…3/image12345.jpg	image12345	EXTRACT_ID	UUID_GENERATE	Asset Tracking
20	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
21	E-Commerce	https://retailer.example.com/product/67890	productId=67890	REPLACE_DOT_WITH_UNDERSCORE	REPLACE_DOT_WITH_UNDERSCORE	Improved Product Discoverability
22	Content Management	https://newsportal.example.com/article/12345	article/12345	REPLACE_CHARS	URL_TO_SLUG	News Article Popularity Forecast
23	Social Media	https://socialmedia.example.com/recommendations?profileId=67890	profileId=67890	REMOVE_SPECIAL_CHARS	URL_TO_SLUG	User Interest Prediction
24	E-Commerce	https://membership.example.com/join?userID=USR456	join?userID=USR456	REMOVE_SLASH	SUBSTRING	High Engagement Prediction
25	E-Commerce	https://www.example.com/cart?item=67890	item=67890	NONE	BASE64_ENCODE	Customer Satisfaction High
26	Content Management	https://cdn.example.com/media/uploads/12345/document.pdf	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
27	Social Media	https://facebook.com/page/post/12345	post12345	SHORTEN_KEY	ENCODE_BASE64	Low Engagement Prediction
28	E-Commerce	https://www.example.com/shop/category/books	category/books	FOLD_PATH	REPLACE_SLASH	Category Browsing
29	Content Management	https://api.contentplatform.com/section/5678	section5678	FOLD_PATH	SLASH_REMOVE	Section Navigation
30	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
31	E-Commerce	https://store.example.com/wishlist/67890	wishlistId=67890	REPLACE_SPECIAL_CHARS	SANITIZE_FOR_DB	Secure Wishlist Management
32	Content Management	https://multimedia.example.com/videos/12345/title.mp4	videos/12345/title.mp4	FOLD_PATH	REPLACE_CHARS_AND_SLASH	Video View Trends Prediction
33	Social Media	https://api.socialnetwork.com/connections?userId=12345&friendId=67890	friendId=67890	MERGE_KEYS	COMPRESS_STRING	Connection Strength Assessment
34	E-Commerce	https://newsletter.example.com/signup?email=user123	signup?email=user123	CONVERT_EMAIL	EMAIL_TO_LOWERCASE	Low Bounce Rate
35	E-Commerce	https://shop.example.com/cart?itemId=67890	itemId=67890	NONE	SORT_ASC	High Purchase Rate
36	Content Management	https://cdn.example.com/…/12345/audio.mp3	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
37	Social Media	https://linkedin.com/feed/posts/12345	feed12345	EXTRACT_PATH	URL_TO_SLUG	Medium Engagement Prediction
38	E-Commerce	https://shop.example.com/product/item?itemId=123456	itemId=123456	STANDARDIZE	UPPERCASE	Product Search Ranking
39	Content Management	https://storage.example.com/user/johndoe/documents/	documents/	REPLACE_CHARS	HASH_MD5	Document Authenticity
40	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
41	E-Commerce	https://vendor.example.com/offer/67890	offerId=67890	ENCODE_BASE64	ENCODE_BASE64	Encrypted Transaction Processing
42	Content Management	https://blog.example.com/posts/12345	posts/12345	REPLACE_CHARS	HASH_MD5	SEO Optimization Success Prediction
43	Social Media	https://feed.example.com/user/12345/stories	user=12345	FIND_REGEXP	EXTRACT_SUBSTRING	Story Content Match Prediction
44	E-Commerce	https://rewards.example.com/points?memberID=MEM789	points?memberID=MEM789	SHORTEN_ID	ALPHABETICAL_ORDER	Customer Loyalty Increase
45	E-Commerce	https://marketplace.example.com/item/67890	item/67890	REPLACE_CHARS	LOWER_CASE	Market Trend Analysis
46	Content Management	https://cdn.example.com/media/uploads/12345/presentation.pptx	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
47	Social Media	https://pinterest.com/pin/12345	pin12345	STANDARDIZE	HASH_MD5	High Engagement Prediction
48	E-Commerce	https://purchase.example.com/transaction?transactionId=9876	transactionId=9876	ENCODE_BASE64	URL_PARSE	Transaction Verification
49	Content Management	https://cdn.example.com/archive/files/	archive	REPLACE_SPACE	HYPHENATE	Archive Organization
50	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
51	E-Commerce	https://checkout.example.com/session/67890	sessionId=67890	CLEAN_UP_KEY	CLEAN_UP_KEY	Secure Session Handling
52	Content Management	https://archive.example.com/items/12345	items/12345	SLASH_REMOVE	ENCODE_BASE64	Digital Preservation Forecast
53	Social Media	https://api.socialshare.com/post/67890	postId=67890	REPLACE_CHARS	BASE64_ENCODE	Share Popularity Forecast
54	E-Commerce	https://cart.example.com/checkout?itemID=ITEM567	checkout?itemID=ITEM567	REPLACE_NUMBER	CAST_TO_STRING	High Conversion Rate
55	E-Commerce	https://www.example.com/checkout?cartId=67890	cartId=67890	NONE	REMOVE_SUFFIX	Checkout Efficiency High
56	Content Management	https://cdn.example.com/…illustration.png	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
57	Social Media	https://reddit.com/r/user/12345/comments/67890	comments67890	REPLACE_CHARS	URL_TO_SLUG	Medium Engagement Prediction
58	E-Commerce	https://reviews.example.com/product?reviewId=12345	reviewId=12345	SHORTEN_KEY	ENCODE_BASE64	Product Recommendation
59	Content Management	https://storage.example.com/reports/annual/2023/	2023-annual-report	FOLD_PATH	SLASH_REMOVE	Report Accessibility
60	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
61	E-Commerce	https://feedback.example.com/review/67890	reviewId=67890	FENCE_DOMAIN	FENCE_DOMAIN	Enhanced Customer Feedback
62	Content Management	https://contentstreaming.example.com/uploads/12345/title.mp4	title.mp4/12345	REPLACE_CHARS	URL_ENCODE	Streaming Engagement Estimation
63	Social Media	https://api.socialfeed.com/user/12345/activity	activityId=12345	STANDARDIZE	URL_TO_SLUG	Activity Trend Prediction
64	E-Commerce	https://wishlist.example.com/add?itemID=WL901	add?itemID=WL901	SHIFT_LEFT	CHAR_ARRAY	High Recommendation Potential
65	E-Commerce	https://shop.example.com/cart?q=67890	q=67890	REMOVE_QUERY	NONE	Targeted Advertising Success
66	Content Management	https://cdn.example.com/media/uploads/12345/blogpost.html	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
67	Social Media	https://tumblr.com/blog/user/post/12345	post12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
68	E-Commerce	https://cart.example.com/update?itemId=654321	itemId=654321	EXTRACT_PATH	BASE64_DECODE	Cart Update Success
69	Content Management	https://api.socialmedia.com/user/johndoe/posts	userId=johndoe	REPLACE_CHARS	URL_ENCODE	Social Media Posting
70	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
71	E-Commerce	https://api.example.com/inventory/67890	inventoryId=67890	SERIALIZE_KEY	SERIALIZE_KEY	Batch Inventory Management
72	Content Management	https://storage.example.com/folder/12345/documents/12345	folder/documents/12345	FOLD_PATH	REMOVE_SLASH	File Retrieval Efficiency Prediction
73	Social Media	https://api.socialgraph.com/followers/12345	followerId=12345	EXTRACT_PATH	SLASH_REMOVE	Follower Growth Projection
74	E-Commerce	https://support.example.com/contact?productID=PROD321	contact?productID=PROD321	APPEND_SUFFIX	STRING_APPEND	Increased Customer Support
75	E-Commerce	https://www.example.com/cart?order=67890	order=67890	NONE	REPLACE_CHARS	Customer Retention High
76	Content Management	https://cdn.example.com/media/uploads/12345/webinar.mp4	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
77	Social Media	https://snapchat.com/user/12345/stories/67890	story67890	REPLACE_CHARS	HASH_MD5	Low Engagement Prediction
78	E-Commerce	https://customer.example.com/profile?userId=123456	userId=123456	STANDARDIZE	URL_PARSE	Customer Personalization
79	Content Management	https://cdn.example.com/public/files/	public/files	REPLACE_CHARS	HASH_MD5	Public File Verification
80	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
81	E-Commerce	https://search.example.com/query/67890	query=67890	NORMALIZE_CASE	NORMALIZE_CASE	Uniform Search Results
82	Content Management	https://sitemap.example.com/12345	sitemap.xml/12345	REPLACE_CHARS	SLASH_REMOVE	XML Parsing Success Estimation
83	Social Media	https://api.socialinsights.com/user/12345/posts	postId=12345	REPLACE_CHARS	HASH_SHA256	Post Reach Prediction
84	E-Commerce	https://store.example.com/review?reviewID=REV654	review?reviewID=REV654	FLIP_ID	REVERSE_STRING	Improved Feedback Quality
85	E-Commerce	https://shop.example.com/cart?productId=67890	productId=67890	NONE	SHIFT_LEFT	Product Match Accuracy
86	Content Management	https://cdn.example.com/media/uploads/12345/whitepaper.pdf	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
87	Social Media	https://youtube.com/channel/user/12345/video/67890	video67890	SHORTEN_KEY	ENCODE_BASE64	High Engagement Prediction
88	E-Commerce	https://basket.example.com/order?orderId=789012	orderId=789012	FOLD_PATH	REPLACE_CHARS	Order Review
89	Content Management	https://storage.example.com/documents/	documents/	EXTRACT_ID	UUID_GENERATE	Document Uniqueness
90	Social Media	https://api.socialmedia.com/user/12345/posts	userId=12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
91	E-Commerce	https://cart.example.com/update/67890	cartUpdateId=67890	ENCODE_BASE64	ENCODE_BASE64	Encrypted Cart Update
92	Content Management	https://researcharchive.example.com/papers/12345	papers/12345	REPLACE_CHARS	SLASH_REMOVE_AND_HASH	Paper Accessibility Prediction
93	Social Media	https://api.socialads.com/user/12345/advertisements	adId=12345	REMOVE_SPECIAL_CHARS	URL_TO_SLUG	Ad Click Prediction
94	E-Commerce	https://checkout.example.com/confirm?orderID=ORD789	confirm?orderID=ORD789	SPLIT_ID	MIDDLE_DROP	Fast Order Processing
95	E-Commerce	https://marketplace.example.com/category/67890	category/67890	NONE	REPLACE_SPACES	Category Recommendation Precision
96	Content Management	https://cdn.example.com/media/uploads/12345/newsletter.pdf	12345	EXTRACT_PATH	BASE64_DECODE	Content Fetch Success
97	Social Media	https://medium.com/@user/12345	user12345	STANDARDIZE	URL_TO_SLUG	High Engagement Prediction
98	E-Commerce	https://api.example.com/inventory?productId=65432	productId=65432	REPLACE_CHARS	URL_PARSE	Inventory Status
99	Content Management	https://api.contentplatform.com/user/johndoe/	userjohndoe	REPLACE_CHARS	URL_ENCODE	User Profile Upload

Integrator_Key_Transform_Predictive_Dataset

tags: Predictive Modeling, URL Key Integration, Transformation Prediction

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'Integrator_Key_Transform_Predictive_Dataset' is a curated collection of text-based instances that showcase the use of URL keys in web integrations and the transformation functions applied to these keys to facilitate predictive modeling. Each entry in the dataset represents a real-world scenario or a case study where the key is transformed through a specific function to optimize the predictive modeling process. The dataset focuses on the effectiveness of these transformations and how they impact the performance of predictive algorithms. The 'label' column categorizes the entries based on the domain or application area they pertain to, such as e-commerce, content management, or social media.

CSV Content Preview:

label,URL,Key,IntegratorKeyFunction,TransformationFunction,PredictiveOutcome
"E-Commerce","https://example.com/products?itemId=12345","itemId=12345","SHORTEN_KEY","ENCODE_BASE64","High Relevance Score"
"Content Management","https://cdn.example.com/media/uploads/12345/photo.jpg","12345","EXTRACT_PATH","BASE64_DECODE","Content Fetch Success"
"Social Media","https://api.socialmedia.com/user/12345/posts","userId=12345","STANDARDIZE","URL_TO_SLUG","High Engagement Prediction"
"E-Commerce","https://marketplace.example.com/product/12345","productId=12345","REPLACE_CHARS","HASH_MD5","Data Integrity Check"
"Content Management","https://storage.example.com/folder/12345/file.pdf","folder12345/file.pdf","FOLD_PATH","SLASH_REMOVE","File Accessibility"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'URLs KEY Transform Integrator Key Funktion':

Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=URLs+KEY+Transform+Integrator+Key+Funktion&dataset=Integrator_Key_Transform_Predictive_Dataset&tags=Predictive+Modeling,+URL+Key+Integration,+Transformation+Prediction
Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub

Downloads last month: 6

Size of downloaded dataset files:

13 kB

Size of the auto-converted Parquet files:

10.2 kB

Number of rows:

100