@python.science
Akshat & Sanskaar • AI Researchers!
I post on Coding, AI and AI Tools! 🧠• I post on AI and SuperIntelligence! 🚀• Generated 15M+ views for AI Brands! 📩• pythonscience1234@gmail.com
@python.science Profile Analysis Summary
Based on the last 12 posts
When we look at how python.science's audience interacts with their content, we see an engagement rate of 0.02% — that's about 36 likes and 37 comments per post on average. For accounts in the 100K-500K follower range, the typical rate is around 1.8%, so there's some room to grow here — but every audience is different.
Looking at content mix, about 75% of recent posts are videos and 25% are photos. Interestingly, photo content tends to spark 10.5x more interaction than videos — worth noting for anyone studying this account's strategy.
On the posting side, new content shows up about every 4 days — a moderately consistent rhythm. Captions tend to be concise, averaging around 82 characters.
Key Metrics
404.5K
Followers
8
Following
1.6K
Total Posts
0.02%
Engagement Rate
36
Avg Likes
37
Avg Comments
Authority Score
Calculated from reach, engagement, content quality, and trust signals
Score Breakdown
404,454 followers
0.02% engagement rate
1576 posts, 37 avg comments
50556.8:1 follower ratio
Building credibility
Authority Score is an estimated metric based on 12 recent posts and public profile data. It reflects potential influence and engagement quality.
Industry Benchmark
430
Total Likes
440
Total Comments
Engagement Rate
Your engagement rate is 99% below the Mid-tier (100K-500K) average. Consider experimenting with content formats, posting times, or engagement strategies.
Avg. Likes per Post
Your average likes are 100% below typical Mid-tier (100K-500K) accounts. Focus on visual quality and trending topics.
Avg. Comments per Post
Your comments are 85% below the Mid-tier (100K-500K) average. Try asking questions or creating discussion-worthy content.
Benchmarks are based on industry averages for accounts in similar follower tiers. Individual performance may vary based on niche, content type, and audience demographics.
Publishing Frequency
0.3
Posts per day
2
Posts per week
Thursday
Most active day
Posts by Weekday
Top Performing Content
Comment & get link directly in your DM!! . . . . . #python #programmer #college #coding
View on Instagram
Comment - n8n fastt Website - https://hostinger.com/ps10 Use code - ps10 . . . . . #programming #c...
View on InstagramAnalyzed 12 posts. Top content receives 441 likes on average.
Content Type Analysis
Content Distribution
Videos
Photos
Photos outperform videos by 204 avg engagements per post.
Engagement Trend
Overall Trend
IncreasingComparing 6 older posts to 6 recent posts. Overall engagement has increased by <span class="font-medium text-green-400">3022.2</span>%
Likes Trend
+0.0%
Before: -1 avg
After: 73 avg
Comments Trend
+1133.3%
Before: 6 avg
After: 68 avg
Total Engagement
+3022.2%
Before: 5 avg
After: 141 avg
Caption Length Analysis
Caption Length Distribution
Average caption length: 82 characters. Short captions (1-100 chars) perform best with 78 avg engagements.
Hashtag Performance
With Hashtags
12
posts
Without Hashtags
0
posts
Most Used Hashtags
Average 3.2 hashtags per post. Posts with hashtags get 73 more avg engagements.
Growth Indicators
Account Classification
Medium InfluencerWith 404.5K followers, this account falls in the Medium category (50K-500K). Typical engagement for this tier: 1-3%
Following/Followers
0.000
ExcellentEngagement Rate
0.02%
Below averageTotal Followers
404.5K
Following 8- • Very influential - follows far fewer than followers
- • Engagement rate is below the 1-3% benchmark for medium accounts
- • Average of 36 likes and 37 comments per post
Hashtags & Captions
Top Hashtags
Based on 12 recent posts
Top Caption Words
Common words filtered out for relevance
Content Themes
Content Mood
The overall tone of this profile's content leans towards neutral & informative with elements of romantic & emotional.
Entertainment & Music
Entertainment, music, and nightlife content
Themes and mood are estimated by analyzing keywords in 12 public post captions and hashtags.
Audience Insights
Limited Data Available: Detailed audience demographics (country, age, gender) are only accessible to account owners through Instagram Insights. The data below is estimated from public content analysis.
Content Languages
Detected from 12 post captions
Audience Engagement
Based on likes-to-followers ratio
100K-1M followers
Estimated based on average engagement × 3
Audience Summary
This established account shows low engagement with primarily English content. Average post reaches an estimated 108 accounts.
Best Time to Post
Best performing time: Thursday 12pm
Posts during this time get highest average engagement
Based on engagement patterns from 12 posts with timestamps.
AI-Powered Analysis Summary
Key insights and performance highlights based on @python.science's recent content
@python.science's engagement rate of 0.02% is low compared to similar accounts. This indicates a low level of audience interaction and content effectiveness.
Content strategy is 75% focused on videos, which appears to be the strongest performing format for this profile.
Posting consistency is medium with an average interval of 4 days between posts. medium frequency typically leads to better audience retention.
Best performing photo generated 6.3x more engagement than average posts, suggesting strong resonance with specific content themes.
Caption strategy follows a minimal approach with an average of 82 characters. This minimal style aligns well with audience expectations for this account type.
This analysis is generated from publicly available data and provides estimated insights. Actual performance metrics may vary.
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Important Notice
All insights shown here are estimated using publicly available data. This tool is not affiliated with Instagram or Meta and does not access private information. Analytics are provided for informational purposes only and may not reflect actual account performance.