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Don't print raw DataFrames.
Avi Chawla
Embedding the size component to a heatmap.
Avi Chawla
...in a single frame
Avi Chawla
4
Supercharge the describe method in Pandas. Skimpy is a lightweight tool for summarizing Pandas dataframes. In a single line of code, it generates a…
Avi Chawla
Summarytools is a simple EDA tool that gives a richer summary than describe() method. In a single line of code, it generates a standardized and…
Avi Chawla
2
Please watch a video version of this post for better understanding: Link. This is indeed one of the coolest and most useful Jupyter notebook-based data…
Avi Chawla
Most steps in a data analysis task stay the same across projects. Yet, manually digging into the data is tedious and time-consuming, which inhibits…
Avi Chawla
If you want to analyze your dataframe in a GUI-based application, try Pandas GUI. It provides an elegant GUI for viewing, filtering, sorting, describing…
Avi Chawla
The preliminary steps of any typical EDA task are often the same. Yet, across projects, we tend to write the same code to carry out these tasks. This…
Avi Chawla
The 𝐯𝐚𝐥𝐮𝐞_𝐜𝐨𝐮𝐧𝐭𝐬() method is commonly used to analyze categorical columns, but it has many limitations. For instance, if one wants to view…
Avi Chawla
Grouping, pivoting, and plotting are fundamental to almost every tabular data analysis task. Yet, across projects, we often write the same code over and…
Avi Chawla
Jupyter is a web-based IDE. Thus, whenever you print/display a DataFrame in Jupyter, it is rendered using HTML and CSS. This means you can style your…
Avi Chawla
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