🇺🇸 English Version
This project performs a comprehensive Exploratory Data Analysis (EDA) on the global video game market (1980-2020). Using a Kaggle dataset containing 16,000+ records, I analyzed sales trends across different regions, genres, and platforms to extract business insights.
- Data Manipulation: Python (Pandas, NumPy)
- Visualization: Matplotlib, Seaborn
- Environment: Jupyter Notebook
The physical game market experienced a massive boom between 2005 and 2011, followed by a decline likely attributed to the shift toward digital distribution.
(Global sales evolution per year)
Action and Sports are the undisputed leaders in terms of volume, followed closely by Shooters.
)
(Total sales by Genre)
North America (NA) has historically been the largest market, followed by Europe. Japan represents a smaller but distinct market with unique preferences (Role-Playing games).
(Sales breakdown by Region: NA, EU, JP, Other)
The generation including the PS2, Xbox 360, PS3, and Wii remains the most successful in history in terms of physical software sales.
(Top 10 Platforms by Global Sales)
🇫🇷 Version Française
Analyse Exploratoire de Données (EDA) sur les ventes mondiales de jeux vidéo. L'objectif est de nettoyer les données, découvrir des tendances et communiquer des insights business.
- L'Âge d'Or (2005-2011) : L'industrie a connu un pic historique avant la transition vers le dématérialisé.
- Genres : Les jeux d'Action et de Sport dominent largement le marché mondial.
- Géographie : L'Amérique du Nord reste historiquement le plus gros consommateur de jeux physiques.
- Plateformes : La domination de la PS2 et de la génération Wii/PS3/Xbox360 reste inégalée.
analyse_ventes_jeux_video.ipynb: Le code complet (Nettoyage, Analyse, Visualisation).vgsales.csv: Le jeu de données source./images: Captures d'écran des graphiques.