@mlwithpython
CODE | ML | PYTHON
Daily Machine Learning Contentπ₯ Providing Roadmaps and Tips On ML FOLLOW To Learn #machinelearning For Free Dm for Business Inqueries π°πΈ
@mlwithpython Profile Analysis Summary
Based on the last 12 posts
When we look at how mlwithpython's audience interacts with their content, we see an engagement rate of 0.22% β that's about 144 likes and 1 comments per post on average. For accounts in the 10K-100K follower range, the typical rate is around 2.5%, so there's some room to grow here β but every audience is different.
Looking at content mix, about 100% of recent posts are videos and 0% are photos.
On the posting side, new content shows up about every 4 days β a moderately consistent rhythm. Captions tend to be moderate-length, averaging around 354 characters.
Key Metrics
64.9K
Followers
567
Following
1.7K
Total Posts
0.22%
Engagement Rate
144
Avg Likes
1
Avg Comments
Authority Score
Calculated from reach, engagement, content quality, and trust signals
Score Breakdown
64,904 followers
0.22% engagement rate
1674 posts, 1 avg comments
114.5:1 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
1.7K
Total Likes
11
Total Comments
Engagement Rate
Your engagement rate is 91% below the Micro (10K-100K) average. Consider experimenting with content formats, posting times, or engagement strategies.
Avg. Likes per Post
Your average likes are 93% below typical Micro (10K-100K) accounts. Focus on visual quality and trending topics.
Avg. Comments per Post
Your comments are 99% 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
0.3
Posts per day
2
Posts per week
Tuesday
Most active day
Posts by Weekday
Top Performing Content
πππ Follow @mlwithpython for more! Credit: @hackjunction - - - #programming #program #coding #c...
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πππ Follow @mlwithpython for more! Credit: @sundayochuko_ - - - #programming #program #coding #...
View on Instagram
πππ Follow @mlwithpython for more! Credit: @hardcorecoder - - - #programming #program #coding #...
View on InstagramAnalyzed 12 posts. Top content receives 305 likes on average.
Content Type Analysis
Content Distribution
Videos
Photos
Videos outperform photos by 145 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">17.8</span>%
Likes Trend
-18.0%
Before: 158 avg
After: 130 avg
Comments Trend
+20.0%
Before: 1 avg
After: 1 avg
Total Engagement
-17.8%
Before: 159 avg
After: 131 avg
Caption Length Analysis
Caption Length Distribution
Average caption length: 354 characters. Medium captions (101-500 chars) perform best with 145 avg engagements.
Hashtag Performance
With Hashtags
12
posts
Without Hashtags
0
posts
Most Used Hashtags
Average 30.0 hashtags per post. Posts with hashtags get 145 more avg engagements.
Growth Indicators
Account Classification
Medium InfluencerWith 64.9K followers, this account falls in the Medium category (50K-500K). Typical engagement for this tier: 1-3%
Following/Followers
0.009
ExcellentEngagement Rate
0.22%
Below averageTotal Followers
64.9K
Following 567- β’ Very influential - follows far fewer than followers
- β’ Engagement rate is below the 1-3% benchmark for medium accounts
- β’ Average of 144 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 energetic & driven with elements of romantic & emotional.
Not enough content to determine themes. Analysis requires posts with captions.
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 Γ 3
Audience Summary
This established account shows low engagement with primarily English content. Average post reaches an estimated 432 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 @mlwithpython's recent content
@mlwithpython's engagement rate of 0.22% is low compared to similar accounts. This indicates a low level of audience interaction and content effectiveness.
Content strategy is 100% 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 video generated 2.1x more engagement than average posts, suggesting strong resonance with specific content themes.
Caption strategy follows a moderate approach with an average of 354 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.