license: mit
language:
- en
pretty_name: HW1 Text Dataset
Dataset Card for {{ pretty_name | default("Dataset Name", true) }}
This dataset covers 1000 locations at 5 universities with descriptions and reviews of locations based on my personal experience.
Dataset Details
Dataset Description
- Curated by: Carnegie Mellon University: 24-679
- Shared by [optional]: Devin DeCosmo
- Language(s) (NLP): English
- License: MIT
Dataset Sources [optional]
- Repository: {{ repo | default("[More Information Needed]", true)}}
Uses
The main use was to train text models to predict the specific university or location based on the personal text description.
Direct Use
The direct use would be analysis tasks to predict the location based off the text.
Out-of-Scope Use
Could be used for sentiment analysis and similar tasks.
Dataset Structure
This dataset consists of two splits An original split with 100 rows An artificial split with 1000 rows
The tasks fall into 4 categories based on the university
- CMU
- ASU
- Bucknell
- Duquesne
- UCSD
Dataset Creation
Source Data
Source data is personal statements and reviews from the owner.
Data Collection and Processing
Data was written by the creator of this dataset.
Who are the source data producers?
Data was initially produced by the owner.
Bias, Risks, and Limitations
This is a very small data set and will likely have issues with training and fitting, especially for more complex analysis.
Recommendations
This dataset probably has limited accuracy as a first draft but may be useful for learning how to train models.