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

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

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

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

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/