Summary Table

Key Twitter Metrics – March 2025
total_tweets avg_likes avg_comments avg_impressions avg_engagement
632 91.9 7.5 11393.8 6.6

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
Friday 17 626.52
Thursday 6 9.62
Friday 3 8.87
Saturday 19 6.67
Wednesday 22 6.61
Tuesday 9 6.36
Monday 11 5.98
Monday 5 5.64
Thursday 10 5.13
Wednesday 10 5.12

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
index pi 0.86
cloud network 0.73
fair launch 0.71
cloud permanent 0.70
isn’t it’s 0.63
network permanent 0.60
index permaweb 0.58
core services 0.53
day pi 0.51
permaweb pi 0.50
fair index 0.49
arns names 0.49
ecosystem index 0.48
nodes services 0.47
core nodes 0.44
data storage 0.43
free services 0.43
node nodes 0.42
it’s we’re 0.41
day index 0.41

Top Correlated Words with Key Blockchain Terms

Top 20 Distinctive Keywords by Engagement Tier

Sentiment Analysis

Emotion Analysis