Exploratory Data Analysis with Pandas & Python - Online Retail Dataset
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Code: https://github.com/martinbel/data-ana...
First video of the "Data Analysis with Python" video series.
This is a key skill to have for Data Analysis, Data Scientists and Data Engineers, you need to know Pandas very well to be effective.
In this series I'll work on concrete use cases. The idea is to learn by doing.
The series are targeted to intermediate/advanced users.
I hope you enjoy this series! Please subscribe and like the video to support the channel
Timeline:
0:00 Plan for today
0:40 Read the data
3:25 Dataset basic stats
4:50 Percentiles, Quartiles & Boxplot
8:25 Demand Curve Scatter Plot
10:25 Daily sales (groupby date)
12:32 Weekly Resampling a Time Series
13:30 GroupBy country
15:59 GroupBy & MultiIndex
18:43 Sales by Item analysis