Working with Complex JSON data structure using Python-Pandas -1

In this blog we going to discuss about working with json file and normalizing Json data using python pandas — json_normalize() function.

The input and output of this solution code is …

INPUT >> OUTPUT

Before getting into solution just want discuss few things..

Pandas ie, Panel Data is library is Used Extensively in Apache Spark,so for Big data work loads we can leverage the functionality of pandas.

json_normalize():-

This function is simple and effectively reduces the efforts to normalize the dataframe without having to Code multiple lines…

This Code might look naive but it serves the purpose.

Note:- If anyone has a better approach to generalizing this code happy to embed it in my script.

That’s all for now…Happy Learning….

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Sairamdgr8 -- An Aspiring Full Stack Data Engineer

Data Engineer @ AWS | SPARK | PYSPARK | SPARK SQL | enthusiast about #DataScience #ML Enthusiastic#NLP#DeepLearning #OpenCV-Face Recognition #ML deployment