Text Classification Datasets
Collection
A curated collection of common datasets for text classification
•
12 items
•
Updated
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
topic-classification
Languages:
English
Size:
100K - 1M
License:
labels
class label 14
classes | title
stringlengths 2
171
| content
stringlengths 3
13.6k
| uid
int64 0
560k
| embedding_all-mpnet-base-v2
sequence | embedding_multi-qa-mpnet-base-dot-v1
sequence | embedding_all-MiniLM-L12-v2
sequence |
|---|---|---|---|---|---|---|
0Company
| E. D. Abbott Ltd | Abbott of Farnham E D Abbott Limited was a British coachbuilding business based in Farnham Surrey trading under that name from 1929. A major part of their output was under sub-contract to motor vehicle manufacturers. Their business closed in 1972. | 0 | [
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0Company
| Schwan-Stabilo | Schwan-STABILO is a German maker of pens for writing colouring and cosmetics as well as markers and highlighters for office use. It is the world's largest manufacturer of highlighter pens Stabilo Boss. | 1 | [
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0Company
| Q-workshop | Q-workshop is a Polish company located in Poznań that specializes in designand production of polyhedral dice and dice accessories for use in various games (role-playing gamesboard games and tabletop wargames). They also run an online retail store and maintainan active forum community.Q-workshop was established in 2001 by Patryk Strzelewicz – a student from Poznań. Initiallythe company sold its products via online auction services but in 2005 a website and online store wereestablished. | 2 | [
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0Company
| Marvell Software Solutions Israel | Marvell Software Solutions Israel known as RADLAN Computer Communications Limited before 2007 is a wholly owned subsidiary of Marvell Technology Group that specializes in local area network (LAN) technologies. | 3 | [
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0Company
| Bergan Mercy Medical Center | " Bergan Mercy Medical Center is a hospital located in Omaha Nebraska. It is part of the Alegent Hea(...TRUNCATED) | 4 | [0.016860414296388626,0.07927188277244568,0.010444067418575287,0.01372302882373333,-0.02484855614602(...TRUNCATED) | [-0.004525192081928253,0.08671631664037704,-0.12834346294403076,0.017522841691970825,-0.328798353672(...TRUNCATED) | [-0.0725972056388855,0.052939947694540024,-0.09145180881023407,0.008126393891870975,-0.0091320239007(...TRUNCATED) |
0Company
| The Unsigned Guide | " The Unsigned Guide is an online contacts directory and careers guide for the UK music industry. Fo(...TRUNCATED) | 5 | [0.046316079795360565,-0.035132043063640594,0.010454142466187477,-0.05077105760574341,0.003475389908(...TRUNCATED) | [0.3489001989364624,0.0172257162630558,-0.09037348628044128,-0.37682339549064636,-0.1548037081956863(...TRUNCATED) | [0.007966390810906887,-0.05982402712106705,-0.017796644940972328,0.04854133725166321,0.0204195827245(...TRUNCATED) |
0Company
| Rest of the world | " Within sports and games played at the international competitive level the Rest of the World refers(...TRUNCATED) | 6 | [0.04511619731783867,-0.03263237699866295,-0.005975842475891113,0.007091458886861801,-0.015378543175(...TRUNCATED) | [0.10965272039175034,-0.38995692133903503,-0.07931380718946457,0.24550408124923706,-0.32776576280593(...TRUNCATED) | [0.03592094033956528,-0.00845451932400465,-0.03066616877913475,-0.026734234765172005,0.0816414430737(...TRUNCATED) |
0Company
| Globoforce | " Globoforce is a multinational company co-headquartered in Southborough Massachusetts and Dublin Ir(...TRUNCATED) | 7 | [0.0910845398902893,0.020453866571187973,0.006606345996260643,-0.0229856688529253,-0.048122707754373(...TRUNCATED) | [0.3881394863128662,-0.08132505416870117,-0.11123262345790863,-0.06276530772447586,-0.17806370556354(...TRUNCATED) | [0.03914707154035568,-0.008570686914026737,-0.04312780871987343,-0.04397857189178467,0.0633946210145(...TRUNCATED) |
0Company
| Rompetrol | " The Rompetrol Group N.V. is a Romanian oil company that operates in many countries throughout Euro(...TRUNCATED) | 8 | [-0.006345259957015514,-0.00821494497358799,-0.022547578439116478,0.022739887237548828,0.03830313310(...TRUNCATED) | [-0.01894894614815712,-0.447669118642807,-0.09801291674375534,0.20189903676509857,0.1688788980245590(...TRUNCATED) | [0.003155685495585203,0.04987233132123947,-0.0658392608165741,-0.0812516137957573,-0.061759527772665(...TRUNCATED) |
0Company
| Wave Accounting | " Wave is the brand name for a suite of online small business software products. The legal company n(...TRUNCATED) | 9 | [0.022419992834329605,0.06881594657897949,-0.02361772581934929,-0.06177201122045517,-0.0151383839547(...TRUNCATED) | [0.2630615532398224,0.22269728779792786,-0.15619678795337677,-0.3797045946121216,-0.2163649499416351(...TRUNCATED) | [-0.038033295422792435,-0.0013056221650913358,-0.027392784133553505,-0.04418511688709259,-0.04732244(...TRUNCATED) |
End of preview. Expand
in Dataset Viewer.
This is the same dataset as dbpedia_14. The only differences are
Addition of a unique identifier,
uidAddition of the indices, that is 3 columns with the embeddings of 3 different sentence-transformers
all-mpnet-base-v2multi-qa-mpnet-base-dot-v1all-MiniLM-L12-v2
Renaming of the
labelcolumn tolabelsfor easier compatibility with the transformers library
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Size of the auto-converted Parquet files:
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Number of rows:
630,000