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