@python_expert

Profile Analysis

Python • Data Science • AI 🚀 • Audit Report

Performance Score99.8

Data FreshnessLive

+12% vs Market

53.67%

Engagement Rate

Calculated from 12 recent posts. This score indicates high audience interaction and content quality.

Performance

800

Average Interactions

2Avg Comments

800Avg Likes

Content Format Analysis

Image Posts

Video Posts (Reels)

100%

"The profile demonstrates a video-heavy content strategy, optimize for reach."

GROWTH PREDICTION

Projected Growth

8.4k/mo

Positive Trend

Based on current performance metrics, this profile is expected to grow by 2.1% in the next 30 days.

Category Benchmarks

Global Comparison

VS. Industry Average (Science, Technology & Engineering)

Top 5% Performance

Follower HealthElite

94/ 100

Content QualityVery High

88/ 100

Growth VelocityElite

91/ 100

PROFILE REPORT

Account Verified

Analytics report generated for this Instagram profile. Data fetched from public sources.

Followers

1,493

Posts Analyzed

Efficiency

High

High Engagement Posts

Why it worked

"High engagement rate detected in early hours."

Why it worked

"Strong audience resonance with visual style."

Why it worked

"Effective use of trending keywords and hashtags."

Analyzed: 240 PostsReport Generated • 6/5/2026

Engagement Velocity

Interaction Trend (Last 12 Posts)

1,592Avg Interactions

+14592.3%

Peak: 8,793

Older ContentMost Recent

Audience Pulse

Rising Interest

Content performance shows strong upward momentum. Recent posts are outperforming historical averages.

Interaction Gap

Low Delta

The spread between likes and comments is within healthy platform benchmarks (1:40 ratio).

Posting Frequency & Timing

Daily Average

0.0

Posts / Day

Weekly Average

Posts / Week

Medium Consistency

Saturday

Peak Posting Day

Sun

2 Posts

Mon

1 Posts

Tue

0 Posts

Wed

1 Posts

Thu

2 Posts

Fri

1 Posts

Sat

5 Posts

Your posting consistency is calculated as medium. On average, you publish 0.0 posts per day. Historically, your posts published on Saturday receive the highest engagement.

Hashtag Performance

MOST USED TAGS

The hashtags most frequently associated with this profile's content strategy.

#coding7 Posts

#programming7 Posts

#developer6 Posts

#ai5 Posts

#python3 Posts

ENGAGEMENT LEADERS

Tags that drive the highest average likes and comments per post.

#business

Impact Factor

8.8k

Avg Eng.

#devops

Impact Factor

0.4k

Avg Eng.

#cybersecurity

Impact Factor

0.4k

Avg Eng.

#security

Impact Factor

0.4k

Avg Eng.

Caption & Length Analysis

Caption Length Distribution

NONE (0 CHARS)0 Posts

SHORT (1-100)1 Posts

MEDIUM (101-500)2 Posts

LONG (500+)9 Posts

SHORT

Likes13

Comments0

MEDIUM

Likes5

Comments0

LONG

Likes1,063

Comments2

Peak Performance

The average caption length is 720 characters. Posts with LONG captions (500+) receive the most engagement, averaging about 1065 likes/comments per post.

Media Effectiveness

Format Performance

Average engagement per post type.

Single Image

801

Strategy Insight

Automated Analysis

Single images remain your most effective format. High-quality static visuals resonate best with your followers.

Performance Distribution

Post Performance Zones

Based on 12 Analyzed Posts

Underperforming(< 401)

10 Posts

Consistent(401 - 1,202)

1 Posts

High Performing(1,202 - 2,003)

0 Posts

Viral Outliers(> 2,003)

1 Posts

Viral Potential

8.3% Chance

Approximately 1 out of every 10 posts significantly outperform the average engagement baseline.

Consistency Score

8.3% Stable

Most content falls within the expected engagement range, indicating a reliable audience response.

Activity Heatmap

24-Hour Engagement Cycle

High Impact

Low Activity

12h

16h

20h

Best Time to Post

Night

Your audience is most active during the night (12AM - 6AM). Posts published in this window receive 1,197 average interactions.

Morning

Afternoon

Evening

In-Depth Profile Analysis: @python_expert

Expert Review • June 5, 2026 • Based on 12 Recent Posts

Executive Overview

@python_expert (Python • Data Science • AI 🚀) operates as a emerging creator within the Science, Technology & Engineering category, commanding an audience of 1,493 followers while following 448 accounts — yielding a follower-to-following ratio of 3.3:1. This solid ratio reflects a healthy balance between community engagement and audience magnetism. With a total of 240 published posts and a performance score of 99.8/100, this account ranks in the top 0.1% of all Instagram profiles analyzed on our platform.

Engagement Rate

53.67%

exceptional

Avg. Likes / Post

800

9,594 total

Avg. Comments / Post

21 total

Posts / Week

0.3

12 analyzed

Engagement Breakdown

Across the 12 most recent posts, @python_expert has accumulated a combined total of 9,594 likes and 21 comments, translating to an average of 800 likes and 2 comments per post. The resulting engagement rate of 53.67% is considered exceptional for a profile of this size. The likes-to-comments ratio stands at 400:1, which is typical for very large accounts where the sheer volume of likes far outpaces comments. This is standard behavior for celebrity-level profiles where passive engagement (likes) dominates.

Content Strategy & Format Mix

The content portfolio shows a deliberate distribution: 0 image posts (0%) and 12 video/Reels posts (100%). This video-dominant strategy aligns with Instagram's current algorithmic preferences, which heavily favor Reels content in the Explore feed. By prioritizing short-form video, @python_expert is maximizing discoverability and reach potential across non-follower audiences.

Publishing Schedule & Timing Patterns

Analysis of post timestamps reveals that @python_expert publishes at an average frequency of 0.3 posts per week. The most active publishing window falls around 2:00 AM UTC, with Saturday being the preferred day for sharing new content. This selective posting frequency suggests a quality-over-quantity approach, where each post is carefully curated before publication. While less frequent posting can reduce algorithmic exposure, it often results in higher per-post engagement when the content resonates strongly.

Peak Posting Time

2:00 AM UTC

Most Active Day

Saturday

Weekly Output

0.3 posts/wk

Audience Quality & Growth Signals

Several indicators point to the overall health and authenticity of @python_expert's audience. The follower-to-following ratio of 3.3:1 reflects a community-oriented approach where the account actively engages with peers in the space. The engagement rate of 53.67% across 1,493 followers is remarkably strong for this audience size. Industry benchmarks typically place profiles with over 100K followers at 1-3% engagement, making this performance noteworthy and suggestive of a deeply loyal audience base. The average comment volume of 2 per post further validates that the audience is not merely passive — they are actively contributing to discussions, which Instagram's algorithm weights heavily as a quality signal.

Analyst Verdict

@python_expert demonstrates the hallmarks of a highly optimized Instagram presence. With exceptional engagement (53.67%), a video-forward content strategy, and a publishing cadence of 0.3 posts per week, the profile is exceptionally well-positioned for continued growth and brand partnership opportunities. The performance score of 99.8/100 places this account in an elite tier among the millions of profiles tracked in our analytics index.

emerging creator53.67% Engagement0.3 posts/wk100% Video Mix400:1 Like/CommentPeak: 2:00 AMScience, Technology & Engineering

PRIVACY STATUS: ANONYMOUS

Your view of @python_expert is completely private. No interaction traces are left on the Instagram servers.

SECURE CONNECTION

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Analytics FAQ

Frequently Asked Questions

Common questions about our Instagram analytics methodology and profile reporting.

How accurate is the analysis for @python_expert?

Our analytics engine processes public Instagram data with high precision. Engagement metrics are calculated based on the 12 most recent posts to ensure relevance.

Is @python_expert notified of this view?

No. Pikory allows you to view profiles anonymously. Your identity is never revealed to the account owner.

What is the Performance Score?

The 99.8 Performance Score for @python_expert is a metric that combines engagement rate (53.67%), posting frequency, and audience growth trends.

Follower Quality Analysis?

We analyze growth trends and engagement patterns to determine if a profile's growth is organic. This profile shows indications of high-quality organic growth.