@quant_research_decoded
Quant Decoded
A Quantitative Researcher (2022-present) pulling back the curtain on True Institutional-Grade Quantitative Models. Currently completing PhD
@quant_research_decoded Profile Analysis Summary
Based on the last 12 posts
When we look at how quant_research_decoded's audience interacts with their content, we see an engagement rate of 2.81% β that's about 1.2K likes and 41 comments per post on average. Compared to similar accounts in the 10K-100K follower range (where the average sits around 2.5%), this is 12% higher, which suggests a genuinely engaged community.
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 5 days β a moderately consistent rhythm. Captions tend to be detailed, averaging around 1521 characters.
Key Metrics
42.7K
Followers
1
Following
12
Total Posts
2.81%
Engagement Rate
1.2K
Avg Likes
41
Avg Comments
Authority Score
Calculated from reach, engagement, content quality, and trust signals
Score Breakdown
42,691 followers
2.81% engagement rate
12 posts, 41 avg comments
42691.0:1 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
13.9K
Total Likes
493
Total Comments
Engagement Rate
Your engagement rate is 12% above the Micro (10K-100K) average. This indicates strong audience connection and content resonance.
Avg. Likes per Post
Your average likes are 42% below typical Micro (10K-100K) accounts. Focus on visual quality and trending topics.
Avg. Comments per Post
Your comments are 49% 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
0.2
Posts per day
2
Posts per week
Monday
Most active day
Posts by Weekday
Top Performing Content
The red markers represent points where price is being pulled back toward the local equilibrium. Th...
View on Instagram
Comment paper for 3 papers that were looked at and recommended. Volatility Term Structure -> Local...
View on Instagram
Momentum vs Mean Reversion Continuous Field: Note both the above plot and below plot are in sync wi...
View on InstagramAnalyzed 12 posts. Top content receives 2.8K likes on average.
Content Type Analysis
Content Distribution
Videos
Photos
Videos outperform photos by 1.2K 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">5.8</span>%
Likes Trend
-5.4%
Before: 1.2K avg
After: 1.1K avg
Comments Trend
-17.4%
Before: 45 avg
After: 37 avg
Total Engagement
-5.8%
Before: 1.2K avg
After: 1.2K avg
Caption Length Analysis
Caption Length Distribution
Average caption length: 1521 characters. Long captions (500+ chars) perform best with 1.2K avg engagements.
Hashtag Performance
With Hashtags
12
posts
Without Hashtags
0
posts
Most Used Hashtags
Average 4.8 hashtags per post. Posts with hashtags get 1.2K more avg engagements.
Growth Indicators
Account Classification
Small InfluencerWith 42.7K followers, this account falls in the Small category (10K-50K). Typical engagement for this tier: 3-5%
Following/Followers
0.000
ExcellentEngagement Rate
2.81%
Below averageTotal Followers
42.7K
Following 1- β’ Very influential - follows far fewer than followers
- β’ Engagement rate is below the 3-5% benchmark for small accounts
- β’ Average of 1.2K likes and 41 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 romantic & emotional with elements of neutral & informative.
Business & Motivation
Entrepreneurship and motivational content
Family & Relationships
Content about family and relationships
Photography & Art
Focus on visual storytelling and artistic content
Lifestyle & Fashion
Content about lifestyle, fashion, and personal style
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 average engagement with primarily English content. Average post reaches an estimated 3.5K 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 @quant_research_decoded's recent content
@quant_research_decoded's engagement rate of 2.81% is average compared to similar accounts. This indicates a average 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 5 days between posts. medium frequency typically leads to better audience retention.
Best performing video generated 2.3x more engagement than average posts, suggesting strong resonance with specific content themes.
Caption strategy follows a detailed approach with an average of 1521 characters. This detailed 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.
Explore Similar Public Profiles
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.