As Data Engineers, We Need To Create A Table In Our Database That Matches Our Schema For Invalid Records So That We Can Store Them, Review Them, And Process Them Later.

The complete data set is available via the api. Cryptocurrencies with the most bullish or bearish takes in the coinmarketcap community. The underlying data is collected from twitter, reddit and bitcointalk and updates every hour.

Hover over the score in the top graph to see the topics trending at that time. Mar 7, 2025santiment's social sentiment tracker found that traders’ discussions about ether on various social media channels like x, reddit and telegram are more bearish compared to other. Feb 27, 2021with all the flip-flopping of sentiment at the drop of a dime, i thought it might be worthwhile to have an actual discussion on what we believe the market will do based on real evidence.

Aug 18, 2025the comments reflect a stark shift in sentiment, demonstrating the fragile psychology that drives crypto markets where bullish and bearish narratives can quickly unravel. Mar 1, 2025the overall trend for ethereum remains cautiously bullish, especially with the potential for an etf and network improvements. Sentiment indicates whether most users posting on a symbol’s stream over the last 24 hours are bearish or bullish.

The chart displays bitcoin's price, highlighting its position on the fear and greed scale.