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https://github.com/fer-aguirre/customized-headlines
Proof-of-concept to create customized headlines from news content based on demographic data.
https://github.com/fer-aguirre/customized-headlines
Last synced: 9 days ago
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Proof-of-concept to create customized headlines from news content based on demographic data.
- Host: GitHub
- URL: https://github.com/fer-aguirre/customized-headlines
- Owner: fer-aguirre
- License: mit
- Created: 2023-03-16T05:18:00.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-07-25T21:24:22.000Z (over 1 year ago)
- Last Synced: 2024-04-27T00:13:11.895Z (7 months ago)
- Language: Jupyter Notebook
- Size: 4.31 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Customized Headlines
A proof-of-concept to create customized headlines from news content based on demographic data.
### Data
News content data from a Mexican newsroom outlet from 10-01-22 to 03-01-23 and was collected with [MediaCloud](https://search.mediacloud.org/).
### Pre-processing
Data was cleanned with...
### Embeddings
Created by: Fer Aguirre
---
## Directory Structure
```
├── .gitignore
├── .gitsecret
│ ├── keys
│ │ ├── mapping.cfg
│ │ ├── pubring.kbx
│ │ ├── pubring.kbx~
│ │ └── trustdb.gpg
│ └── paths
│ └── mapping.cfg
├── LICENSE
├── Pipfile
├── Pipfile.lock
├── README.md
├── assets
├── config.ini.secret
├── customized_headlines
│ ├── __init__.py
│ ├── data
│ │ ├── __init__.py
│ │ ├── analyze.py
│ │ ├── export.py
│ │ ├── load.py
│ │ └── process.py
│ └── utils
│ ├── __init__.py
│ └── paths.py
├── data
│ ├── processed
│ │ ├── embeddings-t5.csv
│ │ └── news.csv
│ └── raw
│ └── milenio.csv
├── docs
│ ├── data-dictionary.md
│ └── references
├── notebooks
│ ├── 0.0-process-data.ipynb
│ ├── 0.1-webscraping.ipynb
│ ├── 0.2-clean-text.ipynb
│ ├── 1.0-embeddings.ipynb
│ ├── 1.1-embeddings.ipynb
│ └── 1.1-semantic-search.ipynb
├── outputs
│ ├── figures
│ └── tables
├── scripts
│ ├── api.py
│ └── app.py
└── setup.py
```
---
## License
This project is released under [MIT License](/LICENSE).
---
This repository was generated with [cookiecutter](https://github.com/cookiecutter/cookiecutter).