This scatter plot shows the relationship between the number of positive sentiment posts on Reddit and the QQQ price change on the same day. We're looking to see if days with more positive posts tend to have larger price movements, which could indicate that Reddit sentiment has an immediate impact on market movements.
This visualization examines whether stronger sentiment correlates with more volatile price movements. The daily price range (High - Low) is used as a measure of volatility. We're investigating if stronger sentiment leads to more dramatic price swings during the trading day.
This chart explores the relationship between Reddit discussion activity (total comments) and QQQ trading volume. We're looking to see if increased discussion on Reddit correlates with higher trading volume, which could indicate that Reddit activity influences market participation.
This stacked bar chart shows the daily distribution of sentiment components (positive, neutral, and negative) with the QQQ price overlaid as a line. We're examining how the balance of different sentiment types relates to price movements and whether certain sentiment patterns tend to precede price changes.
This scatter plot investigates whether highly upvoted posts have predictive power for next-day price movements. We're looking to see if posts that gain more traction (higher scores) tend to be followed by larger price changes, which could indicate that popular posts have more influence on market movements.
This visualization focuses on days with the highest and lowest sentiment values, comparing them to next-day price changes. The point size represents the number of posts that day. We're investigating whether extreme sentiment days (both positive and negative) tend to predict significant price movements, and if the volume of posts affects this relationship.