The dataset that you will be wrangling (and analyzing and visualizing) is the tweet archive of Twitter user @dog_rates, also known as WeRateDogs. WeRateDogs is a Twitter account that rates people's dogs with a humorous comment about the dog. These ratings almost always have a denominator of 10. The numerators, though? Almost always greater than 10. 11/10, 12/10, 13/10, etc. Why? Because "they're good dogs Brent." WeRateDogs has over 4 million followers and has received international media coverage. You can download the dataset from Kaggle

• Perform data wrangling
• Analyze, visualize and store the wrangled data
• Report the insights and visualization

    import os
    import requests
    import pandas as pd
    import numpy as np
    import matplotlib.pyplot as plt
    import seaborn as sns
    import json 

• Importing Enhanced Twitter Archieve
• Downloading The Tweet Image Prediction
• Getting Tweet Data from Twitter API

• Visual Assessment
• Programmatic Assessment

• Quality Issues
• Tidiness Issues