Analytics
Content & Subscription Data Visualization Report

Content & Subscription Data Visualization Report

Period: Articles (Apr–Jul 2025) / Subscription (until 2025-07-20)

1. Monthly Article Volume

Trend Interpretation
  • Peak article output observed in May (7 articles) and July (6 articles); indicating high content activity.
  • Article count in April and June shows slight decline but maintains continuity.
Operational Advice
  1. Maintain at least 5 articles per month for consistent traffic and visibility.
  2. Consider planning themed content or campaigns in months with lower output to drive engagement.

2. Likes, Comments & Total Interactions Trend

Trend Interpretation
  • Total engagement fluctuates; a sharp interaction peak occurs on July 19.
  • Comments are concentrated on a few highly engaging articles, with most articles getting few or no comments.
  • Likes show low but stable base levels, with irregular peaks.
Operational Advice
  1. Analyze high-interaction articles for content type and timing; replicate successful patterns.
  2. Increase comment prompts; try interactive initiatives like “leave a comment to win” to boost activity.

3. Word Count Range & Mean Engagement

Trend Interpretation
  • Articles over 900 words achieve the highest average engagement; short articles have almost no engagement.
  • 700–900 word articles perform moderately.
Operational Advice
  1. Prioritize deep, long-form content for stronger audience engagement.
  2. Short articles can be used as light or interactive pieces, but most articles should be high-quality long reads.

4. Interaction Types Ratio

Trend Interpretation
  • Likes/reactions make up nearly 87% of total interactions, with comments (including replies) less than 15%.
  • Comment participation is relatively low, showing an imbalanced engagement structure.
Operational Advice
  1. End articles with discussion questions and encourage readers to comment.
  2. Test community interactions such as Q&A, AMA, or small giveaways to promote comment culture.

5. Top 5 High-Engagement Articles

Trend Interpretation
  • Top 5 articles far outperform average; topics focus on emotion, personal growth, and men’s mental health.
  • High engagement is typically linked to article length and experience sharing.
Operational Advice
  1. Continue to explore resonant topics and increase proportion of high-engagement content.
  2. Regularly review and analyze top articles to build reusable templates for future high-engagement writing.

6. Daily Subscription Growth Trend

Trend Interpretation
  • Subscription growth accelerated after May 2025, peaking on multiple days in June-July.
  • Significant daily increases near mid-July; content volume closely correlated with subscription spikes.
Operational Advice
  1. Launch subscription campaigns aligned with high-content periods to accelerate subscriber acquisition.
  2. Leverage peak or event days with subscription popups or strong guidance to improve conversion rates.
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