☦️ OKN Social Media Intelligence Report

Generated: March 17, 2026 at 03:49 • 49 posts across 2 platforms
🚀 Growth: Strong Growth — OKN's social presence is growing well across key metrics.
📸

Instagram

34 posts

🤖 ML & AI Insights — Instagram

📊 What Drives Engagement GradientBoosting

Number of Hashtags39.6%
Single Image21.9%
Posting Hour17.8%
Day of Week8.5%
Caption Length4.7%
Carousel Post2.8%

🧠 Neural Network Predictor MLP (32→16→8)

Model: R² = -3.780 · CV R²: -9.512 — Poor fit — engagement appears highly unpredictable from available features

Posts that outperformed the model's prediction:

PostActualPredictedSurplus
[Pastoral Visit to Okinawa and Tokyo, Japan] From22.3%-3.1%+25.4%
바실로피타(Βασιλόπιτα)는 그리스의 정교회 전통에서 새해 첫날인 1월 1일, 성 바21.1%-4.0%+25.2%
Christmas in Seoul, Korea #orthodox #정교회 #orthod11.3%-10.6%+21.8%

Posts that underperformed their predicted potential:

PostActualPredictedDeficit
☦️ 성찬예배 이후의 예배 : «전례 후의 전례» 성 니콜라스 대성당에서 거행되는 성찬예배32.1%80.9%-48.8%
한국 정교회 대교구 주간 소식 (1월 11일) Weekly News of Orthodox 8.5%27.0%-18.5%
한국 정교회 대교구 주간 소식 (12월 21일) Weekly News of Orthodox7.8%25.0%-17.2%

🎯 Content Clusters KMeans

[TOP] Top Performers — 18 posts, 22.9% avg engagement
[AVG] Average — 4 posts, 22.4% avg engagement
[LOW] Needs Improvement — 12 posts, 12.4% avg engagement

📝 Caption & Hashtag Analysis TF-IDF NLP

"particular" (3 posts)+44% lift
"2026" (4 posts)+40% lift
"feast" (3 posts)+34% lift
"nicholas" (5 posts)+33% lift
"memory" (3 posts)+33% lift
"니콜라스" (6 posts)+32% lift

🔬 Engagement Drivers Statistical

Caption Lengthno strong effect (optimal: 140-260 characters)
Hashtagsfewer is better (optimal: ~0)
MultilingualNo significant difference (-19%)
EmojiHelps (+40%)
Weekend vs WeekdayWeekday better (WE:17.9% vs WD:20.2%)

📊 Account Data — Instagram

📈 Account Metrics (90 days)

18,777Reach
127,747Views
283New Followers
6,349Interactions
2,976Profile Visits

👥 Audience

🎵

TikTok

15 posts

🤖 ML & AI Insights — TikTok

📊 What Drives Engagement GradientBoosting

Caption Length28.2%
Day of Week24.3%
Multilingual Caption22.7%
Number of Hashtags17.3%
Uses Emoji4.4%
Weekend Post3.1%

🧠 Neural Network Predictor MLP (32→16→8)

Model: R² = -2.825 — Poor fit — engagement appears highly unpredictable from available features

Posts that outperformed the model's prediction:

PostActualPredictedSurplus
신현축일 대시과 Great Hours of the Forefeast of Theophan6.3%-8.9%+15.2%
Divine Liturgy at Orthodox Metropolis of Korea Sun11.7%-3.1%+14.8%
신현축일 Feast of Theophany Orthodox Metropolis of Kor6.5%-5.7%+12.2%

Posts that underperformed their predicted potential:

PostActualPredictedDeficit
신현축일 Feast of Theophany in Seoul, South Korea #the5.5%11.8%-6.2%
🎨 2026 Seminar on Byzantine Iconography Led by Pro6.7%10.1%-3.4%
Orthodox Metropolis of Korea Youth Winter Camp Pt.7.2%10.3%-3.1%

🎯 Content Clusters KMeans

[TOP] Top Performers — 2 posts, 14.8% avg engagement
[AVG] Average — 4 posts, 12.4% avg engagement
[LOW] Needs Improvement — 9 posts, 6.5% avg engagement

📝 Caption & Hashtag Analysis TF-IDF NLP

"니콜라스" (2 posts)+78% lift
"holy" (2 posts)+69% lift
"sunday" (6 posts)+64% lift
"liturgy" (3 posts)+59% lift
"divine" (2 posts)+51% lift
"cathedral" (3 posts)+36% lift

🔬 Engagement Drivers Statistical

Caption Lengthlonger is better (optimal: 140-260 characters)
Hashtagsfewer is better (optimal: ~0)
MultilingualNo significant difference (-10%)
EmojiHelps (+37%)
Weekend vs WeekdayWeekend better (WE:12.5% vs WD:8.7%)

📊 Account Data — TikTok

📈 Account Metrics (61 days)

436,482Views
3,107New Followers
64,016Interactions
6,698Profile Visits
0Final Followers

👥 Audience

🕐 Peak hours: 21:00 (924 active), 22:00 (894 active), 20:00 (869 active)

🔄 Cross-Platform Comparison

⚠️ Note: Instagram rate = interactions ÷ reach. TikTok rate = interactions ÷ views. Different denominators — not directly comparable.

PlatformPostsReachEngagementAvg RateBenchmarkvs Bench
📸 Instagram3426,1304,98619.1%2.0%+17.2%
🎵 TikTok15423,13359,9689.2%2.5%+6.7%

💡 Recommendations

🔴[Content] On Instagram, your best content type is 'short_video' with 20.5% avg engagement (8 posts). Create more of this.
🔴[Content] On TikTok, your best content type is 'short_video' with 9.2% avg engagement (15 posts). Create more of this.
🔴[Content] Viral content on Instagram is: short_video. Create more content in these formats.
🔴[Content] Viral content on TikTok is: short_video. Create more content in these formats.
🟡[Engagement] Comments-to-likes ratio is low. Try asking questions, running polls, or creating discussion-worthy content.
🟢[Timing] Not enough data per time slot to recommend posting hours yet. Keep adding weekly exports.
🟢[Platform] Instagram is outperforming industry benchmark by 17.2%! Keep up the great work.
🟢[Platform] TikTok is outperforming industry benchmark by 6.7%! Keep up the great work.
🟢[Growth] Instagram reach is growing! Keep up the momentum.
🟢[Growth] TikTok reach is growing! Keep up the momentum.
🟢[Methodology] Note: Instagram engagement rate uses reach as denominator; TikTok uses views. Direct rate comparison between platforms should be interpreted with this in mind.