This project was submitted as project "Wrangle and Analyze Data" for Udacity's Data Analyst Nanodegree program.

• wrangle_act.ipynb: code for gathering, assessing, cleaning, analyzing, and visualizing data
• wrangle_act.html: HMTL version of wrangle_act.ipynb
• wrangle_report.html: documentation for data wrangling steps: gather, assess, and clean
• wrangle_report.ipynb: source wrangle_report.html export
• act_report.html: documentation of analysis and insights into final data
• act_report.ipynb: source act_report.html export
• twitter_archive_enhanced.csv: file as given
• image_predictions.tsv: file downloaded programmatically
• tweet_json.txt: file constructed via API
• twitter_archive_master.csv: combined and cleaned data
• twitter_api_cleaned.csv: twitter API data saved as CSV

Ensure that you install the packages to run the Jupyter Nootebook.

Requirements generated for conda environment: conda list -e > conda_requirements.txt

Requirements generated using pip: pip freeze > pip_requirements.txt