pandas_eda-0.7.0.tar.gz

## pandas EDA Big Data? Machine Learning? You work with your data - Manipulating it, merging, pivot and more. But what happened in between? Did you get a lot of nans? Maybe duplicated values? You constantly need to check your data status, But you cannot do values_counts, isna and all those stuffs every second... **pandas_eda** is an **Exploratory Data Analysis** tool that will show you status and frequent values for each column! You will be focused on what you have on the spot. **Demo** is the best way to understand: [](https://youtu.be/kHT6MshXb04) **install:** ```shell pip install pandas_eda ``` **usage:** ```python import pandas as pd import pandas_eda from time import sleep # dummy data df = pd._testing.makeMixedDataFrame() # or your data... # df = pd.read_excel('whatever.xlsx') # show original data df.eda() # can use this at debug mode too! # manipulation #1 df.A += 10 df.eda() # yes, you can open multiple EDA windows! # manipulation #2 df.loc[df.B==1, 'A'] -= 30 df.eda() sleep(600) # just that ending script will end the eda too, so delaying the exit. no need at jupyter ``` **note:** If you're running on remote machine, the eda will be opened on the remote... **alternatives:** After starting this tool I've found 2 cool alternatives: * [sweetviz](https://pypi.org/project/sweetviz) <ul>Has a nice interactive report.</ul> * [mito](https://www.trymito.io/) <ul>Great for new table that needs also cleaning.<br> Works only at jupyter.</ul>