Summary Table

Key Twitter Metrics – March 2025
total_tweets avg_likes avg_comments avg_impressions avg_engagement
461 3028.2 81.4 310141.9 347

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
Thursday 12 20015.51
Friday 8 5000.08
Thursday 19 575.71
Friday 14 251.22
Friday 18 81.21
Thursday 10 7.03
Monday 13 5.20
Friday 11 4.93
Sunday 10 4.57
Thursday 8 4.38

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
episode office 0.96
hour office 0.84
episode hour 0.80
comments episode 0.78
episode reminder 0.78
episode guest 0.75
comments office 0.74
office reminder 0.74
guest office 0.71
contracts smart 0.71
guest space 0.71
guest reminder 0.71
cluster free 0.70
comments questions 0.70
focus running 0.70
index pi 0.68
beta private 0.68
endowment storage 0.68
fair launch 0.67
index permaweb 0.66

Top Correlated Words with Key Blockchain Terms

Top 20 Distinctive Keywords by Engagement Tier

Sentiment Analysis

Emotion Analysis