Telco Churn Data Exploration

Data Profiling is extremely helpful in understanding the data. Fire Insights provides a number of processors for users to profile their data.

Workflow for Data Profiling

Below is a workflow which profiles the Telco Churn Dataset.

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Input Telco Churn Data

The input dataset looks like below:

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Workflow Execution Result

When the above workflow is executed, it produces the below results. The good thing about Fire Insights is that the Data Profiling runs in a distributed fashion. So, whatever the number of records in the input dataset, it scales seamlessly.

Summary Statistics

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Counts by Churned Column

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Graph of counts of various attributes for Churned and Not Churned customers

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Correlation Matrix

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