Exploring a hosing dataset to find insights, trend and feature correlations among categories and numerical variables.
Insight extraction was executed on two different datasets. the result is presented in a notebook and follows with a pdf document.
Notebook for first dataset Housing Price python script
Notebook on second dataset Meter Price python script
- Data import and preprocessing
- Init exploration and analysis
- Deep Exploration and Cluster analysis
- Outlier Detection and analysis
- Analysis and technical modelling
- Feature Importance
- Predictive Modelling
- Forecast
git clone https://github.com/kennedyCzar/DATA-MINING-AND-INSGIGHT-EXPLORATION
