This project is a visual exploration of all the dialog in the TV show ‘The Office’. Utilising NLP techniques and other forms of linguistic analysis (such as the Flesch-Kincaid Grade Level Readability Test), I created a series of visualisations using the D3.js library to explore the data in depth.
The dataset comes courtesy of /umisunderstoodpoetry from /r/datasets on Reddit. All of the data preprocessing was done using Python, and done using Jupyter Notebooks. Libraries used for visualisation were D3.js and chroma.js for colour scales
- The link to the full visualisation is here
- A full writeup of the process for this project is available at my blog
