https://github.com/vincent-devine/datascience
Project carried out at ISART Digital. The project aims to teach the profession of a data analyst
https://github.com/vincent-devine/datascience
data-science python
Last synced: 10 months ago
JSON representation
Project carried out at ISART Digital. The project aims to teach the profession of a data analyst
- Host: GitHub
- URL: https://github.com/vincent-devine/datascience
- Owner: Vincent-Devine
- License: mit
- Created: 2025-09-19T07:54:23.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-09-26T15:27:11.000Z (10 months ago)
- Last Synced: 2025-09-26T17:35:56.102Z (10 months ago)
- Topics: data-science, python
- Language: Python
- Homepage:
- Size: 4.59 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# DataScience
Project carried out at ISART Digital.
The project aims to teach the profession of a data analyst.
Average temperature between 15°C and 20°C
## Execute project
```sh
streamlit run DataScience.py
```
or
```sh
py -m streamlit run DataScience.py
```
## Topic
You are a data analyst in a company of your choice. You are asked to perform a data analysis to address a specific problem.
### Company
We are a marketing conseling company. Our clients give us products as well as their target audience and specificities. We then concel them on where in France their product would be the most successful.
### Issue
How to identify which county would have the biggest sell potential for a product depending on social economic datas and environmental.
## Data sets used
- [Socio-professional category by department](https://public.opendatasoft.com/explore/dataset/demographyref-france-pop-active-csp-activite-departement-millesime/export/?flg=fr-fr&disjunctive.reg_code&disjunctive.dep_code&disjunctive.dep_name&disjunctive.year&disjunctive.reg_name&refine.year=2019&sort=dep_code&dataChart=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%3D)
- [Median income by department](https://www.observatoire-des-territoires.gouv.fr/mediane-du-revenu-disponible-par-uc)
- [Average temperature by department](https://www.data.gouv.fr/datasets/temperature-quotidienne-departementale-depuis-janvier-2018/)
- [Average age by gender by department](https://www.data.gouv.fr/datasets/population-2020-selon-lage-insee-en-10-tranches/)
## Technology
- Python
### Libraries used
- streamlit
- pandas
- plotly.express
- numpy
## Credits
- DEVINE Vincent
- GOUPIL Kristian
- LISE Omaya