WeRateDogs - Wrangling and analysis

Data wrangling and analysis of tweets by WeRateDogs® (@dog_rates)

How to use the project

1. Clone the project into your system.

git clone https://github.com/RayhaanPirani/weratedogs-wrangling-analysis.git

2. Open the Jupyter notebook wrangle_act.ipynb in a Jupyter environment with Python (3.6 or above) and the following libraries installed.

• numpy
• pandas
• matplotlib
• seaborn
• tweepy

3. An Anaconda installation, although not required, is strongly recommended.

The documentation, along with the analytics performed and visualizations plotted are provided in the Jupyter notebook along with the code.

The data is first gathered from different sources, after which, it is assessed to find out quality and tidiness issues. Eight quality issues and two tidiness issues were found during the analysis. Then, it is cleaned in steps and finally used to perform analysis. Five questions were answered during the analysis.