Data Analytics Projects

This repository contains various data analytics projects, each aimed at solving specific problems using different datasets and analytical techniques.

Projects

1. AQI (Air Quality Index)

• Description: Analysis and prediction of air quality index.
• Contents: Data preprocessing and exploratory data analysis.
• Files: AQI.ipynb, AirQuality.csv.

2. Bird Species Classification

• Description: Classification of bird species using body features.
• Contents: Data preprocessing, Visualization, data modelling and classication.
• Files: BirdSpeciesClassification.ipynb, test_set.csv, train_set.csv, training_target.csv.

3. Cricket World Cup 2023

• Description: Statistical analysis and predictions for the Cricket World Cup 2023.
• Contents: Data analysis, visualization and Power BI report.
• Files:
  • Cricket_WorldCup_2023.ipynb
  • Cricket_Data.csv
  • CSV/
    • AboutPlayer.csv
    • BattingSummary.csv
    • BowlingSummary.csv
    • MatchSummary.csv
  • Excel/
    • AboutPlayer.xlsx
    • BattingSummary.xlsx
    • BowlingSummary.xlsx
    • MatchSummary.xlsx
  • POWER BI REPORT.pdf
  • WorldCup.pbix

4. Temperature Prediction

• Description: Predicting temperature changes over time.
• Contents: Time series analysis and forecasting models.
• Files: TemperaturePrediction.ipynb, Temperature.csv.