Wrangling and Analyzing WeRateDogs Twitter Account Data

Wrangling (and analyzing and visualizing) a dataset which 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. Introduction We rate dog is a Twitter account with funny and interesting tweets of rating dogs we rate dogs

Overview
The project main objectives were:

Perform data wrangling (gathering, assessing, and cleaning) on the provided sources of data.
Store, analyze, and visualize the wrangled data.
Reporting on:
data wrangling efforts.
data analyses and visualizations. In addition, as per project specification, only original tweets/ratings that have images should be used in the analysis (no retweets nor replies). This project was completed as part of Udacity's Data Analysis Professional Nanodegree.
Datasets
twitter-archive-enhanced.csv provided from Udacity.
image-predictions.tsv Downloaded from this link
tweet_json.txt Gathered from twitter API.
twitter_archive_master.db database hold the cleaned combined dataset.
Reports
Wrangle report: documentation for data wrangling steps: gather, assess, and clean.
Act report: documentation of analysis and insights into final data.
Used Tools
Jupyter notebook
Python and it's libraries (pandas, numpy, matplotlib, requests, seaborn, tweepy, re, os, json)