1. Sentiment Analysis

Date Total Posts Positive Negative Neutral Avg Sentiment Total Comments Avg Score
16/08/2021 10 9 1 0 0.274 300 72.7
15/08/2021 10 9 1 0 0.242 12,626 2,428.6
14/08/2021 10 1 4 5 -0.092 4,069 3,610.1
13/08/2021 10 5 2 3 0.125 39,724 3,386.7
12/08/2021 10 7 1 2 0.195 32,144 2,617.1
11/08/2021 10 5 1 4 0.169 28,550 4,267.2
10/08/2021 10 6 2 2 0.192 30,965 1,304.0
09/08/2021 10 5 0 5 0.153 26,518 5,908.7
08/08/2021 10 5 0 5 0.135 12,182 5,939.7
07/08/2021 10 0 3 7 -0.058 3,874 6,826.5

Sentiment Distribution Over Time

This stacked area chart shows how sentiment distribution changes over time.

Sentiment Score Distribution

This histogram shows the distribution of sentiment scores across all posts.

Sentiment vs Post Score

This scatter plot shows the relationship between post scores and sentiment.

2. Trading Activity Analysis

Date Posts Comments Avg Score Trading Volume Price Range Price Change %
16/08/2021 10 300 72.7 35,044,107 $5.32 0.36%
15/08/2021 10 12,626 2,428.6 0 $0.00 0.00%
14/08/2021 10 4,069 3,610.1 0 $0.00 0.00%
13/08/2021 10 39,724 3,386.7 19,336,190 $1.78 0.25%
12/08/2021 10 32,144 2,617.1 26,003,877 $3.60 0.50%
11/08/2021 10 28,550 4,267.2 34,249,812 $3.81 -0.52%
10/08/2021 10 30,965 1,304.0 35,130,796 $3.94 -0.66%
09/08/2021 10 26,518 5,908.7 25,960,245 $1.88 0.06%
08/08/2021 10 12,182 5,939.7 0 $0.00 0.00%
07/08/2021 10 3,874 6,826.5 0 $0.00 0.00%

Volume vs Reddit Activity

This dual-axis chart compares trading volume with Reddit activity.

Price Volatility vs Sentiment

This scatter plot shows the relationship between price volatility and sentiment.

Trading Volume Distribution

This box plot shows the distribution of trading volume by sentiment.

3. Price Impact Analysis

Date Avg Sentiment Posts Open Close Price Change % Volume
16/08/2021 0.274 10 $367.67 $368.98 0.36% 35,044,107
15/08/2021 0.242 10 $0.00 $0.00 0.00% 0
14/08/2021 -0.092 10 $0.00 $0.00 0.00% 0
13/08/2021 0.125 10 $367.89 $368.82 0.25% 19,336,190
12/08/2021 0.195 10 $365.69 $367.53 0.50% 26,003,877
11/08/2021 0.169 10 $368.14 $366.21 -0.52% 34,249,812
10/08/2021 0.192 10 $369.26 $366.84 -0.66% 35,130,796
09/08/2021 0.153 10 $368.52 $368.73 0.06% 25,960,245
08/08/2021 0.135 10 $0.00 $0.00 0.00% 0
07/08/2021 -0.058 10 $0.00 $0.00 0.00% 0

Price vs Sentiment Correlation

This dual-axis chart shows the relationship between QQQ price and sentiment.

Next-Day Price Change vs Sentiment

This scatter plot shows if sentiment predicts next-day price movements.

Sentiment Lag Analysis

This heatmap shows how sentiment impacts price over multiple days.