NSF Research Award Abstracts 1990-2003
Donated on 11/17/2003
This data set consists of (a) 129,000 abstracts describing NSF awards for basic research, (b) bag-of-word data files extracted from the abstracts, (c) a list of words used for indexing the bag-of-word
Dataset Characteristics
Text
Subject Area
Other
Associated Tasks
-
Feature Type
-
# Instances
129000
# Features
-
Dataset Information
Additional Information
The abstracts, one per file, were furnished by the NSF (National Science Foundation). A sample abstract is shown in the next section. The bag-of-word data was produced by automatically processing the abstracts with a text analyzer called NSFAbst, built using VisualText. While most fields of the output are very accurate, the authors were not extracted from the Investigator: field with 100% accuracy, due to wide variability in that field. The word list came from a separate process, and may not include all the words of interest in the abstracts.
Has Missing Values?
No
Dataset Files
| File | Size |
|---|---|
| nsfawards.data.html | 5.8 KB |
| nsfawards.html | 1.4 KB |
| nsfabs_part1_out.zip | 57 Bytes |
| nsfabs_part2_out.zip | 57 Bytes |
| nsfabs_part3_out.zip | 57 Bytes |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset nsf_research_award_abstracts_1990_2003 = fetch_ucirepo(id=134) # data (as pandas dataframes) X = nsf_research_award_abstracts_1990_2003.data.features y = nsf_research_award_abstracts_1990_2003.data.targets # metadata print(nsf_research_award_abstracts_1990_2003.metadata) # variable information print(nsf_research_award_abstracts_1990_2003.variables)
Pazzani, M. & Meyers, A. (2003). NSF Research Award Abstracts 1990-2003 [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C55C9N.
Creators
Michael Pazzani
Amnon Meyers
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.