Sentiment Analysis
Condense the company's investor communication into one number. Easily compare any company's sentiment over time and against peers
Peek Into the App
Take a look at the sentiment analysis of some of the top companies in the stock market, straight from the MarvinLabs app.
Sentiment scores can range from 0-100, with 0 being the most negative and 100 being the most positive score. The sentiment score is calculated weekly each Sunday.
Convert all text into a single number for easy comparison and trend spotting
Most analysts focus on numbers: we analyze the performance of companies by judging their revenue, margins, assets, or cash flow figures. We build models in spreadsheets, trying to understand the relationships between those figures. We value companies based on DCF analyses or multiples.
We’ve had good tools and systems helping us with our number obsession: from Bloomberg as a data vendor and Lotus 1-2-3 in the early days to Excel, databases, alternative data vendors, and so on nowadays.
We even took our obsession to company communication. We counted the numbers of “but”s in earnings calls. We had lists of “good” and “bad” words that we summed up to calculate sentiment. We even took to Twitter APIs and used models to derive sentiment from Tweets.
Check out our blog post discussing the development of the sentiment model and how it works in detail for a full background.