Social Media Sentiment
Hourly Sentiment
Crypto Fear & Greed Index
We compute our Crypto Fear & Greed Index
from sentiments of 1+ million social media posts that are published each day about cryptocurrencies.
We use machine learning model for computation of posts sentiment.
Unlike some other indices we do not include prices/volatility because this is already captured in
prices itself.
Our Social Crypto
Fear & Greed Index is thus entirely based on opinions/sentiment of people towards cryptocurrencies
and we believe this "pure" aspect is a better way of measuring and capturing greed and fear in the
crypto markets.
We also offer more detailed and advanced indices that focus on social posts of only investors/traders and other indices that provide segmentation based on followers numbers (check sample charts below). These are available only to subscribers of our
Advanced and Professional Plans.
Influencer sentiment and social buzz indices
Our influencer indices are computed by segmenting social media tweets depending on the number of followers of the author, we distinguish between 3 group of authors:
- small following social media users - those that have less than 100 followers
- medium following social media users - those between 100 and 1000 followers
- large following social media users - those with more than 1000 followers
We then compute average sentiment and number of mentions from social media posts of each group of users, resulting in three sets of indices, shown in charts below.
Full history of Influencer Indices is available only to subscribers of our Advanced and Professional Plans.
Investor Sentiment Index
Our most advanced index is the Investor Sentiment Index which is based on
average sentiment of only those social posts that were published by investors/traders/hedge funds
and other professional investors.
Here is an example chart of Investor Sentiment Index:
Investor Sentiment Index is available only to subscribers of our Advanced and Professional Plans.
Share our Crypto Fear & Greed Index as Widget
We invite you to share our Crypto Fear & Greed Index image widget. Below you can find the snippet with the absolute path to our image widget that is refreshed daily and always up-to-date. You can display our Crypto Fear & Greed Index on your website by including the code below.
Crypto Fear & Greed Index
Social Crypto Fear & Greed Index
Crypto Fear & Greed Index captures positive and negative emotions of traders, investors and other
persons interested in cryptocurrency market. It is based on determination of sentiment polarity of social
media posts
that are published about Bitcoin, Altcoins, Defi coins and other cryptocurrencies.
Each day we determine
social media sentiment of millions of social media posts about the crypto ecosystem, using a
sentiment classification machine learning model.
We compute the Crypto Fear and Greed Index from the average sentiment of individual coins on a given day,
i.e. from individual BTC greed fear index, ETH greed fear index, etc. The index can take a value on a
scale
from 0 to 100. Based on value of index, the crypto market can be in five distinct market cycles or states:
extreme greed, greed, neutral, fear and extreme fear.
Crypto Fear and Greed Index provides an overview of the current sentiment and emotions of the market.
Extreme greed is often seen when investors have very optimistic views and have a tendency for extreme
bullish behaviour.
Extreme fear on the other hand can be observed on crashes but also on news or events with significant
negative impact, e.g. regulatory actions.
Product categorization
Our other platforms
Our company has developed several other AI driven platforms and apps. One of them is a service, based on machine learning, that classifies products into over 1000 different categories.
Taxonomy for this product categorization has several Tiers, or depths, from Tier 1 (20 categories9 to Tier 3 (with 1000+ categories).
Here is an example of product categorization of a few ecommerce texts (in format of product name, category):
Pajamas,Sleepwear & Loungewear
Outdoor Sofas,Outdoor Beds
Laptop Docking Stations,Computer Accessories
Pulse Oximeters,Medical Equipment
Foam Blocks,Building Toys
Cricket Bats,Cricket
Ping Pong Balls,Ping Pong
Aquarium Filters,Fish Supplies
Mop Heads & Refills,Floor & Steam Cleaners
Egg Replacers,Meat, Seafood & Eggs
VCRs,Video Players & Recorders
Darts,Throwing Darts
Bouncy Balls,Cotton Balls
Aquarium Stands,Fish Supplies
Wine,Wine Racks
Dried Fruits,Fruits & Vegetables
Product categorization has many applications and use cases.
It can be used to improve the filtering and discovery of products on online stores. Other use cases include apps and platforms which need the categorization of a large number of products or general ecommerce texts.
Another application of product categorization that we encountered was for classifying millions of ecommerce websites into predefined ecommerce classes.
Fear & Greed Index and Buzz of Cryptocurrencies
-
data delayed by 24 hours
(purchase plan for real-time access)
| Cryptocurrency | Symbol | Price | 24hr price %change | Social Buzz Momentum | Sentiment Momentum | Marketcap (mil. USD) |
|---|---|---|---|---|---|---|
| BTC | Bitcoin Fear and Greed Index | $26190.00 | -0.4 | -17.1 | -2.5 | 509861.1 |
| ETH | Ethereum Fear and Greed Index | $1591.88 | 0.3 | -149.8 | 29.5 | 190977.8 |
| USDT | Tether Fear and Greed Index | $1.000 | -0.0 | -170.2 | 56.0 | 83164.2 |
| BNB | Binance Coin Fear and Greed Index | $211.95 | 1.0 | -22.4 | 3.9 | 32562.1 |
| XRP | Ripple Fear and Greed Index | $0.501 | -0.7 | 79.0 | 35.3 | 26652.9 |
| USDC | USD Coin Fear and Greed Index | $0.501 | 0.0 | 256.1 | 62.2 | 25613.0 |
| ADA | Cardano Fear and Greed Index | $0.245 | 0.1 | 206.9 | 66.4 | 8575.3 |
| DOGE | Dogecoin Fear and Greed Index | $0.0605 | -0.6 | 1011.4 | 92.9 | 8518.5 |
| SOL | Solana Fear and Greed Index | $18.97 | -2.2 | 391.8 | 134.3 | 7820.7 |
| TRX | Tron Fear and Greed Index | $0.0845 | 0.0 | 9.8 | 40.8 | 7523.9 |