Summary Table

Key Twitter Metrics – March 2025
total_tweets avg_likes avg_comments avg_impressions avg_engagement
104 58.4 9.7 10782 2.5

Top Keywords (March 2025)

TF-IDF by Post Type (March 2025)

Time-Based Analysis (March 2025)

Engagement Analysis

Comments Analysis

Likes Analysis

Impressions Analysis

TF-IDF by Week (Optional)

TF-IDF by Month (March vs. April)

Average Engagement by Day and Hour (Log Scale)

## [1] "C"

Top 10 Best Times to Post – Engagement Rate

Top 10 Best Times to Post – Engagement Rate
day hour mean_engagement
Monday 8 7.72
Wednesday 4 6.11
Tuesday 18 5.49
Monday 23 4.94
Sunday 0 4.44
Wednesday 20 4.07
Saturday 22 4.00
Thursday 19 3.72
Sunday 14 3.63
Wednesday 23 3.53

Engagement by Hour and Post Type

Top 10 Words Most Positively Correlated with Engagement Rate

Top 10 Words Most Negatively Correlated with Engagement Rate

Top 10 Bigrams Most Positively Correlated with Engagement

Top 10 Bigrams Most Negatively Correlated with Engagement

Top Hashtags by Engagement Rate

Engagement Rate Distribution by Post Type

Top 30 Words Most Positively Correlated with Each Other

Top 30 Words Most Positively Correlated with Each Other
word_a word_b correlation
cluster free 1.00
hyperbeam legacynet 0.64
legacynet nodes 0.61
compute free 0.56
cluster compute 0.56
free legacynet 0.53
cluster legacynet 0.53
nodes processes 0.47
free network 0.45
cluster network 0.45
free nodes 0.45
cluster nodes 0.45
free live 0.45
cluster live 0.45
ao core 0.44
hyperbeam nodes 0.44
legacynet processes 0.44
compute core 0.42
network nodes 0.40
network storage 0.40

Top Correlated Words with Key Blockchain Terms

Top 20 Distinctive Keywords by Engagement Tier

Sentiment Analysis

Emotion Analysis