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Pandas Profiling Demo
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Pandas Profiling: Automate your exploratory data analysis (EDA) analysis with one line of code!
- When I start working on any new dataset, I subconsciously follow the same set of EDA steps to understand the data better.
Enter Pandas profiling!
- Pandas profiling is an open-source Python library that automates many of those "best-known methods" in EDA to prepare a detailed interactive report with just 1 line of code!
- You can then click through the various tabs and analyze the results without manually creating everything yourself. What a time saver!
- Specifically, Pandas profiling automatically calculates column statistics, plots histograms, correlation coefficients, etc.
#datascience #datavisualization #dataanalysis #pandas #python
- When I start working on any new dataset, I subconsciously follow the same set of EDA steps to understand the data better.
Enter Pandas profiling!
- Pandas profiling is an open-source Python library that automates many of those "best-known methods" in EDA to prepare a detailed interactive report with just 1 line of code!
- You can then click through the various tabs and analyze the results without manually creating everything yourself. What a time saver!
- Specifically, Pandas profiling automatically calculates column statistics, plots histograms, correlation coefficients, etc.
#datascience #datavisualization #dataanalysis #pandas #python
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