Summary Table

Key Twitter Metrics – July 2025
total_tweets avg_likes avg_comments avg_impressions avg_engagement
1819 10.4 1.1 7529 11.8

Top Keywords (July 2025)

TF-IDF by Post Type (July 2025)

Time-Based Analysis (July 2025)

Engagement Analysis

Comments Analysis

Likes Analysis

Impressions Analysis

TF-IDF by Week (Optional)

TF-IDF by Month (July vs. June)

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
Sunday 18 1800.00
Saturday 14 161.44
Monday 14 153.76
Saturday 16 132.73
Wednesday 7 125.81
Wednesday 10 102.53
Monday 17 81.15
Monday 18 46.04
Wednesday 14 24.59
Tuesday 19 21.61

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
年 | 香港 | 1.00 |
中心 | 去 | 1.00 |
dr tl 1.00
日 | 月 | 1.00 |
月 | 香港 | 0.99 |
日 | 香港 | 0.99 |
年 | 月 | 0.99 |
年 | 日 | 0.99 |
建 | 构 | 0.96 |
化 | 去 | 0.94 |
中心 | 化 | 0.94 |
代 | 币 | 0.91 |
月 | 的 | 0.90 |
日 | 的 | 0.90 |
讯 | 香港 | 0.90 |
年 | 讯 | 0.90 |
的 | 香港 | 0.89 |
年 | 的 | 0.89 |
月 | 讯 | 0.88 |
日 | 讯 | 0.88 |

Top Correlated Words with Key Blockchain Terms

Top 20 Distinctive Keywords by Engagement Tier

Sentiment Analysis

Emotion Analysis