wrangle-weratedogs-dataset

A data wrangling project done as part of Udacity DAND.

WeRateDogs downloaded their Twitter archive and sent it to Udacity via email exclusively for you to use in this project. This archive contains basic tweet data (tweet ID, timestamp, text, etc.) for all 5000+ of their tweets as they stood on August 1, 2017.

Tasks Carried out as part of the Data wrangling, which consists of:

• Gathering data.
• Assessing data
• Cleaning data
• Storing, analyzing, and visualizing your wrangled data
• Reporting on
  1. your data wrangling efforts and
  2. your data analyses and visualizations

Contents:

wrangle_report.pdf

Data wrangling report

act_report.pdf

Analysis report on the dataset

image-predictions.tsv

Image prediction alogrithm results datasets for the tweets with images of dogs.

tweet-json.txt

The tweets json data sourced from Twitter API

twitter-archive-enhanced.csv

The WeRateDogs Twitter archive

wrangle_act.ipynb

Jupyter notebook with code written as part of the data wrangling process

Any Suggestions for improve are welcomed