https://github.com/anasaito/mca_skill_enrichment
MCA skill enrichment (using ESCO skills)
https://github.com/anasaito/mca_skill_enrichment
Last synced: about 1 month ago
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MCA skill enrichment (using ESCO skills)
- Host: GitHub
- URL: https://github.com/anasaito/mca_skill_enrichment
- Owner: AnasAito
- Created: 2022-02-16T18:31:13.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2022-02-16T18:45:39.000Z (about 3 years ago)
- Last Synced: 2025-02-10T13:44:14.077Z (3 months ago)
- Language: Python
- Homepage:
- Size: 5.1 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# MCA skill enrichment (using ESCO skills)
## âšī¸ Overview :
- This repo contains a simple version of NESTA code to extract skills served as an independent package
- You can find an **Example notebook** that illustrate the enrichment of csv file containing
job descriptions from Rekrute.com
## đ How to run
- **Step 1** : clone the repo
- **Step 2** : install requirements (pickle,pandas , tqdm,spacy )
- **Step 3** : install spacy and en_core_web_sm (spacy NLP pipeline ) using this code
```cli
pip install -U pip setuptools wheel
pip install -U spacy
python -m spacy download en_core_web_sm
```
- **Step 4** : open Example.ipynb and explore it (code is documented)
## Notes :
- Data folder contains a toy dataset parsed from rekrute before enrichment (data/rekrute_data.csv) and after (data/rekrute_data_output.csv)