Welcome to the Exploratory Data Analysis Accelerator!

Business Needs for a EDA Accelerator:

1.) Exploratory Data Analysis is the most crucial step in a data modelling exercise.

2.) Most of the real time data is not fit for modelling or analysis in its original form.

3.) Analysts use 70-80% of their time to explore the data at hand. It helps uncover patterns and insights from data which are otherwise not visible to the naked eye.

4.) Hence this accelerator will help save considerable effort and time.

Test the App

To test the app, you can simply select a pre-loaded dataset.
After which you can follow instructions from the next box.

How to use the Exploratory Analysis Accelerator:

1.) Start by uploading your csv file in the Side Menu Panel.

2.) The `Data Snapshot` Tab gives a high level insight of what the data looks like.Likewise the `Data Types and Summary` Tab gives extensive numerical and categorical summary of the data.

3.) Further,navigate to the `Missing value analysis and Imputation` Tab.Here the missing value summary can be viewed and values can be imputed by 0 if necessary.

4.) In the `Univariate data analysis` Tab, according to the selected variable type a set of plots will be suggested and can be explored.

5.) The `Bivariate and Multivariate Analysis' Tab contains various visual and numerical methods that are suggested based on 2 or 3 column selections.

Data Snapshot

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Numerical Columns

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Categorical Columns

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Missing values

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Missing values Plot

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Plot

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Plot Summary

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Plot

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Contingency Table

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Plot

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