user@devops:~$ cat README.md
TechStore — Exploratory Data Analysis
# Description
Complete Exploratory Data Analysis (EDA) project on the TechStore dataset with 155 orders. Applies descriptive statistics (mean, median, standard deviation, quartiles, skewness, kurtosis), distribution analysis with histograms and boxplots, categorical variable analysis with frequencies, variable relationships with groupby and scatter plots, correlation matrix with heatmap, full pairplot, and outlier detection with the IQR method. EDA is the most important step before building any ML model.
# Key features
$ Complete descriptive statistics: mean, median, std, quartiles
$ Distribution analysis with histograms and boxplots
$ Categorical variable frequency analysis
$ Variable relationships with scatter plots and violin plots
$ Correlation matrix with heatmap and pairplot
$ Outlier detection with the IQR method
$ Business insight generation from data
# Gallery
# Technologies used
