The TIE Sentiment APIs
Investor sentiment, quantifiedSentiment is the leading indicator of cryptocurrency price movement and The TIE is at the forefront of analyzing investor emotions. Our APIs quantify investor sentiment to generate actionable data that drives alpha.
In exclusive partnership with Social Market Analytics (SMA), The TIE
has developed a comprehensive set of cryptocurrency sentiment metrics that drive
alpha. The TIE's APIs are powered by SMA’s proprietary sentiment engine used by the top quantitative
hedge funds and leading financial firms across traditional asset classes.
Our four distinct sentiment APIs for digital assets are built on the same technology that has been developed over the last eight years and have been refined to service digital asset investors.
Features and Benefits
Access: The TIE is the only digital asset company with access to the
full stream of 850 million tweets per day, leveraging SMA's exclusive partnership with Twitter.
Intelligent: Our natural language processor handles 83 overlapping tickers to distinguish between cryptocurrency and equity tweets.
Deep history: The TIE has out-of-sample Twitter data on cryptocurrencies going back to July 2017.
Comprehensive: Coverage on over 450 of the largest cryptocurrencies.
Lightning fast: Tweets are scored and sentiment metrics are delivered via API within 1/3rd of a second.
Quantified: Each word in each tweet is individually scored using a proprietary natural language processor leveraging machine learning technology developed over the last 7 years. The scores of each word are aggregated and each individual tweet is given a score. Tweet scores are aggregated at an individual coin level and sentiment scores are generated. Over 20 unique sentiment metrics are deliverable via API.
Optimized: The TIE has built on top of SMA's existing infrastructure to optimize topic models for digital assets.
The S-Factor Data Feed aggregates tweets and makes a comparison to a baseline to deliver over 20 metrics every minute. Snapshots can be requested at different cycles (5m, 15m, Hourly, Daily, etc.) Based on a 24-hour lookback with a 20-day baseline with decay.
Activity Data Feed
The Activity Data Feed isolates and aggregates information every minute and allows clients to create their own baselines and metrics. Ideal for both HFT for market-making and algorithmic execution and longer baselines for both trading and indices (Weekly, Monthly, Quarterly, Yearly).
Tweet Level Data Feed
The Tweet Level Data Feed delivers tweet level metrics from our NLP and Account Rating algorithm within 300 milliseconds of receiving a tweet from Twitter.
Lexical Data Feed
The Lexical Data Feed is an enhanced version of the Tweet Level feed, providing detailed scoring of every word in each tweet. This feed updates within 300 milliseconds of receiving a tweet from Twitter.
We are a team of data scientists, analysts, developers, and entrepreneurs dedicated to bringing trusted and transparent data to the cryptocurrency market. Join us for a fast-paced environment with flexibility and independence to work on new projects that move the crypto industry forward.See our career openings →