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A No-code Tool To Understand Your Data Quickly
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 gets repetitive and time-consuming.
Instead, use 𝐩𝐚𝐧𝐝𝐚𝐬-𝐩𝐫𝐨𝐟𝐢𝐥𝐢𝐧𝐠. It automatically generates a standardized report for data understanding in no time. Its intuitive UI makes this effortless and quick.
The report includes the dimension of the data, missing value stats, and column data types. What's more, it also shows the data distribution, the interaction and correlation between variables, etc.
Lastly, the report also includes alerts, which can be extremely useful during analysis/modeling.
Read more: Documentation.
View a video version of this post on LinkedIn: Post Link.
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The code snippets for the posts I have shared here are now available on GitHub. Check out this repository: GitHub.