Exploratory Data Analysis Python

Published on August 09, 2019:
In this video, we will learn about exploratory data analysis in Python. We need to do an initial data exploration in python before we start to import
the data and build our models.
We will learn to:
1. Import data from a csc file to a pandas dataframe
2. We will look at the data frame properties using the .info function
3. We will learn to look at the top n and the bottom n records
4. We will learn to add a new column to our data frame
5. We will learn to concatenate two data frames
6. We will lean to view data in specific columns


In the previous video, we learnt to use the environment variables for a data science project.
You might want to do data wrangling from multiple sources and do not want to have your stored credentials accidentally getting uploaded to a repository.
you can use environment variables. In this video, we will learn how to use environment variables.

Previous Video:
https://youtu.be/dv2uOuwt_vk


Additional Reading material:
Link to the python in the repository - https://bit.ly/2XkX7QK
File name is -EDA.py

You can download the dataset from the below location:
https://bit.ly/2aKeyjU


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Category: Science & Technology
License: Standard YouTube License