data analysis

data collection, wrangling, description by python.

dealing with any type of files through :

1)data collection.

2)data wrangling and deal with missed or duplicated data and incorrect types.

3) exploration of data:

- statically by describing its different statics and different pattern.

-visually by different methods like pie, bar, scattered matrix... etc.

then try to make expectations depending on this analysis and draw a conclusion that In line with the vision and ambition of the client.