SMS Sentiment

What it does

Ever wanted to know how the tone of your text messages conversation changes over time?

Upload a copy of your text messages and get easy to read chart(s) on how ML models view each person's sentiment over time!

How I built it

Wrote a backend in Express.js to parse and format incoming XML documents that contain SMS data. The SMS content is then either fed into Google's natural langauge API or TF.js pretrained text analysis models to get a sentiment score for each text.

These sentiment scores are sent to the front-end app which graphs the info for a cool visualization.

Built With

• chart.js
• express.js
• fast-xml-parser
• javascript
• tensorflow.js