KishanMistri / Exploratory-Data-Analysis-EDA

Data Wrangling and small dataset insights

Exploratory-Data-Analysis-EDA

Data Wrangling and small dataset insights.

“Data is not always clean like Kaggle Dataset” - someone on the internet

Standard things to do:

1. Check data shape (num of Rows & Columns)
2. Check each data type of columns and missing values
3. Splitting values
4. Change the data type
5. Check the percentages of missing value
6. Summary Statistics
7. Check value counts for a specific column
8. Check duplicate values and deal with it
9. See the data distribution and data anomaly
10. Check the correlation between variables in the data
11. Based on above pointers, proceed to specific direction like
    • Start to replace, transform and modify the data to make it ready for further analysis.