text stringlengths 7 34.2k | label int64 0 391 | label_string stringclasses 169
values |
|---|---|---|
stack exchange network consists qa community including stack overflow largest trusted online community developer learn share knowledge build career available stack overflow team ai feature work search ide chat ask question find answer collaborate work stack overflow team explore team team qa work connect share knowledg... | 373 | Hobbies & Interests > Arts & Crafts |
rachel seis taste home editorial process updated sep woo doggie delicious hot dog recipe go way beyond traditional topping baked hot dog recipe appeal kid age even husband allan admits enjoying every bite like dip ketchup mustard linda young longmont colorado go recipe dont feel like making best hot dog joint every sta... | 362 | Hobbies & Interests > Antiques |
avis car sale glendale brand blvd direction glendale ca start buying process online customize payment one accommodates budget pricing always fair competitive transparent financing tailored enjoy month mile limited warranty plus month roadside assistance avis car sale take pride offering wide selection highquality relia... | 172 | Automotive > Coupe |
cart empty shop creative creative No Description | 362 | Hobbies & Interests > Antiques |
credit card loan banking mortgage insurance credit monitoring personal finance small business tax help low credit score investing select credit card find credit card best credit card best reward credit card best travel credit card best apr credit card best balance transfer credit card best cash back credit card best cr... | 33 | Personal Finance > Financial Planning |
purchase link site may earn affiliate commission detail melody pittman updated want explore america southeast interested urban adventure check charleston nashville atlanta outdoorsy kinda family head great smoky mountain youre beach wont go wrong north carolina florida youll find shebuystravels ultimate southeast usa r... | 175 | Travel > Adventure Travel |
online course great way people share knowledge today theyre one common tool used learning online school university youll find wide range platform allow expert like build sell online course online learning pretty limited personal professional development occurred inclassroom training today thats case highspeed internet ... | 2 | Arts & Entertainment > Fine Art |
foreign student france fall semester france every french region specificity studying france discover diverse country rich multicultural history tv program discover french higher education overview agenda last video european research council erc released list laureate team synergy grant call project part horizon europe ... | 185 | Travel > Hotels |
stack exchange network consists qa community including stack overflow largest trusted online community developer learn share knowledge build career suppose im aspiring mathematiciantobe started research although really love found one disturbing point there always pressure discovering something new im mathematical resea... | 363 | Hobbies & Interests > Collecting |
communication excellence year counting toastmaster expressing better practicing evaluating fun club environment shining around world findvisit club findvisit club findvisit club search toastmaster worldclass speaker next event accredited speaker world champion present well mentor others advance career inpersonhybrid cl... | 5 | Arts & Entertainment > Music & Audio |
supported feature compatible plugins integration third party headless cm apis service publish host site click gitlab page free setup deployment hosting choice download website file supported service box ftp sftp gitlab page come check road map insert code website head custom code block add html cs javascript need use s... | 120 | Technology & Computing > Computing |
titlemax give option get cash need quickly fill form top page get title loan personal loan process started online titlemax approve quickly title loan personal loan youll cash little minute ver en espaol may look like titlemax business loan car title u much deeper business helping people whether thats allcreditwelcome p... | 38 | Personal Finance > Options |
fastpaced mobile gaming world nothing disrupts immersive experience intrusive ad whether quest fantasy land solving tricky puzzle ad pull moment ruin fun thats weve compiled list best mobile game without ad game offer uninterrupted gameplay ensuring fully enjoy gaming session without constant interruption download gens... | 174 | Automotive > Diesel |
linuxlinks linux portal site last updated may simulation video game sims describe wide range video game generally designed closely emulate real life activity example genre include operating copy reallife vehicle participating recreating historical event sims differ pc game raison dtre isnt always entertain least primar... | 166 | Automotive > Vintage Cars |
black friday sale africa tour browse compare adventure tour company find perfect tour next actionpacked adventure looking something bit different average vacation adventure tour thing satisfy wanderlust jampacked activity whitewater rafting ziplining trekking scuba diving adventure guaranteed get heart pumping pulse ra... | 172 | Automotive > Coupe |
donate search return result givewells main site givewell blog currently hiring outreach role open considering general application exceptional candidate feel outstanding qualification dont fit one role listed please submit information talent pool givewell committed supporting team member wellbeing professional growth pr... | 252 | Business > Logistics |
small home improvement take care home change old handle knob add safety product help protect love give furniture makeover oil stain little extra love easily turn home decoration project family activity whether youre doityourself newbie home improvement master new trixig tool put handy handyman ideal fixing assembling r... | 12 | Home & Garden > Home Theater |
sitewide code needed free standard shipping u order four allnew base framesquestionmarkcircle eyeglass eyeglass sunglass sunglass top frame top frame collection limited edition collabs accessory refer friend explore new arrival dive newest collection top frame curated unique personality preference classic elegance cont... | 125 | Technology & Computing > Email |
man meditating alone cave near mecca received religious vision vision laid foundation new religion year man name muhammad belief system arose muhammad idea became basis one world widely practiced religion islam muhammad born around city mecca located arabian peninsula parent died muhammad six raised grandfather uncle f... | 226 | Religion & Spirituality > Islam |
wallethub make easy compare personal loan rate online excellent credit disclosure lendingclub representative example payment term personal loan follows borrower receives loan term month interest rate origination fee apr example borrower receive make monthly payment loan amount range loan term length range month month a... | 38 | Personal Finance > Options |
learn personalized counseling either minute session team consists usbased therapist rated star patient psychiatric consultation medicine management offered minute initial visit minute followup clinical expert variety different specialty anxiety depression relationship issue emdr cbt lgbtq ptsd trauma stress register ap... | 298 | Health & Fitness > Exercise |
voice malheur county hiring srci ontario hiring permanent fulltime maintenance specialist paying annually great benefit see full detail apply httpsbitlyndlti hiring srci ontario hiring permanent fulltime maintenance operation supervisor paying annually great benefit see full detail apply httpsbitlyyuwjj maintenance ass... | 297 | Family & Parenting > Eldercare |
compare product view site compare product view site view site elegant fleet private jet designed fit wide range mission requirement uncompromising style comfort reliability rugged flexible legendary turboprop configurable requirement put renowned payload one caravan work leader pilot training recreation aircraft cessna... | 172 | Automotive > Coupe |
ideation software development design generative ai data maintenance cooperation model industry case study mobilefirst supporting ubs designer banking app redesign speeding mercks process month hour ai rd assistant project learn join netguru contact u blog step step guide derisking product globalization lidl kaufland le... | 172 | Automotive > Coupe |
week donald trump transition kept record setting pace top cabinet pick named backdrop calm consensus knife adviser briefing amid scramble parachute ally plum job winning helped make everything better bit still politics always score settle ax grind said source familiar working trump inner circle inscription discovered m... | 53 | Science > Physics |
design thinking methodology provides solutionbased approach solving problem extremely useful used tackle complex problem illdefined unknownbecause serf understand human need involved reframe problem humancentric way create numerous idea brainstorming session adopt handson approach prototyping testing know apply five st... | 351 | Food & Drink > Vegan |
capital one financial corporation american bank holding company founded july specializing credit card auto loan banking saving account headquartered tyson virginia operation primarily united state th largest bank united state total asset december update third largest issuer visa mastercard credit card one largest car f... | 227 | Religion & Spirituality > Judaism |
university new south wale kensington australia field chief editor frontier nutrition frontier nutrition broadscope multidisciplinary journal covering field st century food science nutrition impact human health journal included pubmed central scopus doaj among others led field chief editor johannes le coutre university ... | 375 | Hobbies & Interests > Painting |
classmate earned thousand raiseme turn go sign free highlight hard work inside outside classroom keep portfolio date latest greatestand see scholarship stack find bestfit college raiseme earned susquehanna university found raiseme helpful really didnt direction towards school cost huge concern going raiseme opened eye ... | 283 | Education > College Administration |
new scam targeting website owner threatens legal action alleged infringement scammer claim image displayed site site infringing scammer instructs victim click link see image supposedly infringe scammer link either lead phishing site victim tricked handing money information downloads malware spotted scam comparitech pos... | 175 | Travel > Adventure Travel |
something went wrong wait moment try People can be allergic to any food proteins. It does not make sense to list allergens for food proteins as the manufactured ingredient list can change. There are labeling laws now in place in the U.S. which manufacturers are working to comply with... | 331 | Health & Fitness > Allergies |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
IAB Taxonomy Multilingual Content Dataset
Dataset Description
This dataset contains multilingual text data for IAB (Interactive Advertising Bureau) taxonomy classification.
The data files (train.csv, val.csv) were generated by processing, cleaning, and restructuring data file from the IAB-Taxonomy URL Content Dataset originally published on Kaggle.
The accompanying processing scripts and JSON mapping files are provided to support the data preparation and model training workflow.
Source Data & Attribution
This dataset is a derivative work based on the following:
- Original Dataset: IAB-Taxonomy URL Content Dataset
- Original Author: Ishikaaaaaathakur on Kaggle
License
The data files (train.csv, val.csv) are derivative works licensed under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0), in accordance with the original dataset's license.
Dataset Structure
Data Files
train.csv: Training data with text content and IAB labels.val.csv: Validation data.
Reference Files
iab_taxonomy.json: Complete IAB Taxonomy v2 reference.dataset_to_iab_mapping.json: Mapping from original dataset categories to IAB codes.label_map.json: Label mappings for model training.id_to_label_map.json: ID to label mappings.code_to_label_map.json: IAB code to label mappings.label_to_code_map.json: Label to IAB code mappings.
Languages Supported
- English
- German
- French
Usage
To load this dataset from Hugging Face:
from datasets import load_dataset
dataset = load_dataset("VALUABLY-net/iab-taxonomy-multilang-content")
print(dataset)
Label Information
The dataset uses IAB Tier 2 categories (392 labels total). Each sample is assigned a single IAB code for multi-class classification.
- Downloads last month
- 8