1. Sentiment Analysis (Musk Tweets)

Recent Sentiment Data

Date Total Tweets Avg Sentiment Positive % Neutral % Negative %
16/08/2021 1 0.625 57.7% 42.3% 0.0%
15/08/2021 6 0.303 15.4% 83.9% 0.7%
14/08/2021 18 0.099 12.2% 83.2% 4.6%
13/08/2021 22 0.082 10.9% 83.6% 5.5%
12/08/2021 9 0.041 10.9% 84.0% 5.1%
11/08/2021 5 0.192 13.0% 84.9% 2.1%
10/08/2021 4 0.215 21.0% 79.0% 0.0%
09/08/2021 2 0.000 0.0% 100.0% 0.0%
07/08/2021 2 0.300 10.3% 89.7% 0.0%
06/08/2021 22 0.101 14.1% 83.3% 2.6%

Sentiment Components Analysis

Daily distribution of positive, neutral, and negative sentiment components from Musk's tweets.

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Extreme Sentiment Days Analysis

Analysis of days with the most extreme sentiment values in Musk's tweets.

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Sentiment Strength vs Price Volatility

Relationship between sentiment strength in Musk's tweets and price volatility.

2. Price Impact Analysis

Price Impact Data

Date Tweet Count Avg Sentiment Price Volume Daily Range
16/08/2021 1 0.625 $228.72 23103303 $11.04
15/08/2021 6 0.303 $0.00 0 $0.00
14/08/2021 18 0.099 $0.00 0 $0.00
13/08/2021 22 0.082 $239.05 16731467 $5.19
12/08/2021 9 0.041 $240.75 17681686 $7.80
11/08/2021 5 0.192 $235.94 9800558 $3.66
10/08/2021 4 0.215 $236.66 13432305 $4.90
09/08/2021 2 0.000 $237.92 14715349 $4.63
07/08/2021 2 0.300 $0.00 0 $0.00
06/08/2021 22 0.101 $233.03 15623049 $6.23

Price vs Sentiment Correlation

Correlation between Musk tweet sentiment and price movements.

Sentiment Lag Analysis

Analysis of delayed price reactions to Musk tweet sentiment changes.

3. Trading Activity Analysis

Trading Activity Data

Date Tweet Count Trading Volume Price Volatility Avg Sentiment
16/08/2021 1 23103303 $11.04 0.625
15/08/2021 6 0 $0.00 0.303
14/08/2021 18 0 $0.00 0.099
13/08/2021 22 16731467 $5.19 0.082
12/08/2021 9 17681686 $7.80 0.041
11/08/2021 5 9800558 $3.66 0.192
10/08/2021 4 13432305 $4.90 0.215
09/08/2021 2 14715349 $4.63 0.000
07/08/2021 2 0 $0.00 0.300
06/08/2021 22 15623049 $6.23 0.101

Trading Volume vs Tweet Activity

This chart displays trading volume and Musk tweet activity only for the 40 days with the most extreme average sentiment (20 highest and 20 lowest). The x-axis does not represent a continuous timeline, but rather highlights days with unusually high or low sentiment in Musk's tweets.

Volume vs Extreme Daily Sentiment

Analysis of trading volume in relation to extreme daily sentiment in Musk's tweets.

Price Volatility vs Sentiment

Analysis of price volatility in relation to Musk tweet sentiment changes.