@data.science.factory
Data Science Factory
Data Science and Machine Learning community Individual development plans 🧑💻 Data Science education 📚
@data.science.factory Profile Analysis Summary
Based on the last 12 posts
When we look at how data.science.factory's audience interacts with their content, we see an engagement rate of 2.24% — that's about 336 likes and 1 comments per post on average. This lines up well with the 2.5% average for accounts with 10K-100K followers — a solid, steady performance.
Looking at content mix, about 75% of recent posts are videos and 25% are photos. Interestingly, photo content tends to spark 11.8x more interaction than videos — worth noting for anyone studying this account's strategy.
On the posting side, new content shows up about every 66 days — a infrequent rhythm. Captions tend to be moderate-length, averaging around 267 characters.
Key Metrics
15.1K
Followers
5
Following
12
Total Posts
2.24%
Engagement Rate
336
Avg Likes
1
Avg Comments
Authority Score
Calculated from reach, engagement, content quality, and trust signals
Score Breakdown
15,059 followers
2.24% engagement rate
12 posts, 1 avg comments
3011.8:1 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
4K
Total Likes
15
Total Comments
Engagement Rate
Your engagement rate is 10% below the Micro (10K-100K) average. Consider experimenting with content formats, posting times, or engagement strategies.
Avg. Likes per Post
Your average likes are 83% below typical Micro (10K-100K) accounts. Focus on visual quality and trending topics.
Avg. Comments per Post
Your comments are 98% below the Micro (10K-100K) 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
0.0
Posts per day
0
Posts per week
Thursday
Most active day
Posts by Weekday
Top Performing Content
Today we are starting with a new rubric that will present the top of the most useful, popular, and i...
View on Instagram
Today we are going to focus on the Most popular Programming Languages for Data Science. #deeplearni...
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Today we are going to focus on the Most useful technical skills for Data Scientists. #deeplearning ...
View on InstagramAnalyzed 12 posts. Top content receives 1.8K likes on average.
Content Type Analysis
Content Distribution
Videos
Photos
Photos outperform videos by 983 avg engagements per post.
Engagement Trend
Overall Trend
DecreasingComparing 6 older posts to 6 recent posts. Overall engagement has decreased by <span class="font-medium text-red-400">89.8</span>%
Likes Trend
-89.8%
Before: 610 avg
After: 62 avg
Comments Trend
-84.6%
Before: 2 avg
After: 0 avg
Total Engagement
-89.8%
Before: 612 avg
After: 62 avg
Caption Length Analysis
Caption Length Distribution
Average caption length: 267 characters. Long captions (500+ chars) perform best with 1.8K avg engagements.
Hashtag Performance
With Hashtags
12
posts
Without Hashtags
0
posts
Most Used Hashtags
Average 12.7 hashtags per post. Posts with hashtags get 337 more avg engagements.
Growth Indicators
Account Classification
Small InfluencerWith 15.1K followers, this account falls in the Small category (10K-50K). Typical engagement for this tier: 3-5%
Following/Followers
0.000
ExcellentEngagement Rate
2.24%
Below averageTotal Followers
15.1K
Following 5- • Very influential - follows far fewer than followers
- • Engagement rate is below the 3-5% benchmark for small accounts
- • Average of 336 likes and 1 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.
Photography & Art
Focus on visual storytelling and artistic content
Entertainment & Music
Entertainment, music, and nightlife content
Nature & Environment
Posts featuring natural landscapes and wildlife
Travel & Adventure
Content related to travel destinations and adventures
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
10K-100K followers
Estimated based on average engagement × 3
Audience Summary
This established account shows average engagement with primarily English content. Average post reaches an estimated 1K accounts.
Best Time to Post
Best performing time: Saturday 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 @data.science.factory's recent content
@data.science.factory's engagement rate of 2.24% is average compared to similar accounts. This indicates a average 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 low with an average interval of 66 days between posts. low frequency typically leads to better audience retention.
Best performing photo generated 5.4x more engagement than average posts, suggesting strong resonance with specific content themes.
Caption strategy follows a moderate approach with an average of 267 characters. This moderate 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.