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Mohamedanis.benlasmar@esprit.tnLotfi.ncib@esprit.tn ahmed.rebai@esprit.tn
AutoEDA using dataprep and pandas-profiling
Plan
1
▪ Data Analytics Life cycle
▪ Exploratory Data Analysis EDA
▪ Exploratory data analysis Using Python Libraries
▪ How to install and use dataprep.eda
▪ How to install and use pandas-profiling
▪ Conclusion
Data Analytics Life cycle
2
3
Exploratory Data Analysis EDA
Exploratory data analysis Using Python Libraries
4
5
Exploratory data analysis Using Python Libraries
6
Exploratory data analysis Using Python Libraries
7
Exploratory data analysis Using Python Libraries
8
How to install and use dataprep.eda
9
How to install and use dataprep.eda
10
How to install and use pandas-profiling
Conclusion
11
When using pandas_profiling,
dataprep.eda…
When using pandas, seaborn,
matplotlib…

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