|
--- |
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dataset_info: |
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features: |
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- name: job_title |
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dtype: string |
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- name: city |
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dtype: string |
|
- name: function |
|
dtype: string |
|
- name: sector |
|
dtype: string |
|
- name: Expérience requise |
|
dtype: string |
|
- name: Région |
|
dtype: string |
|
- name: Niveau d'étude et formation |
|
dtype: string |
|
- name: Type de contrat |
|
dtype: string |
|
- name: Télétravail |
|
dtype: string |
|
- name: soft_skills |
|
dtype: string |
|
- name: Entreprise |
|
dtype: string |
|
- name: Poste |
|
dtype: string |
|
- name: Profil recherché |
|
dtype: string |
|
- name: Adresse |
|
dtype: string |
|
- name: recruiter_id |
|
dtype: string |
|
- name: job_offer_id |
|
dtype: int64 |
|
- name: Poste avec Management |
|
dtype: string |
|
- name: Qualités requises pour réussir dans ce rôle |
|
dtype: string |
|
- name: Ce que vous pouvez attendre de nous |
|
dtype: string |
|
- name: pub_date |
|
dtype: string |
|
- name: exp_date |
|
dtype: string |
|
- name: pub_date_day |
|
dtype: int64 |
|
- name: pub_date_month |
|
dtype: int64 |
|
- name: pub_date_year |
|
dtype: int64 |
|
- name: exp_date_day |
|
dtype: int64 |
|
- name: exp_date_month |
|
dtype: int64 |
|
- name: exp_date_year |
|
dtype: int64 |
|
- name: locations |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 297022334 |
|
num_examples: 102641 |
|
download_size: 71557440 |
|
dataset_size: 297022334 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Data Description |
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|
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The data is scraped from rekrute.com, which is a Moroccan job website. The available data contains job postings from 2005 to 2022. |
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The data contains myltiple feilds which pertain to job offers (e.g. job title, soft skills, job description, employer, sector, city) |
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|
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# Publications |
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|
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This data was used in the following publications: |
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|
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@article{fettach2024jobedkg, |
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title={JobEdKG: An uncertain knowledge graph-based approach for recommending online courses and predicting in-demand skills based on career choices}, |
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author={Fettach, Yousra and Bahaj, Adil and Ghogho, Mounir}, |
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journal={Engineering Applications of Artificial Intelligence}, |
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volume={131}, |
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pages={107779}, |
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year={2024}, |
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publisher={Elsevier} |
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} |
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