python_dataengineer_hub
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@python_dataengineer_hub

Data Engineer

Public
12
Posts
5
Followers
0
Following

Python | Data Engineering Snowflake β€’ ETL β€’ Real Projects Helping you become job readyπŸš€

@python_dataengineer_hub Profile Analysis Summary

Based on the last 12 posts

When we look at how python_dataengineer_hub's audience interacts with their content, we see an engagement rate of 26.67% β€” that's about 1 likes and 0 comments per post on average. Compared to similar accounts in the 1K-10K follower range (where the average sits around 5%), this is 433% 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 pretty much every day β€” a highly consistent rhythm. Captions tend to be concise, averaging around 84 characters.

Key Metrics

5

Followers

0

Following

34

Total Posts

20.00%

Engagement Rate

1

Avg Likes

0

Avg Comments

Authority Score

44/100
Emerging

Calculated from reach, engagement, content quality, and trust signals

Score Breakdown

Reach
0/25

5 followers

Engagement
30/30

26.67% engagement rate

Content
2/20

34 posts, 0 avg comments

Growth
7/15

5.0:1 follower ratio

Trust
5/10

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

Compared to:Nano (1K-10K)

16

Total Likes

0

Total Comments

Engagement Rate

26.67%vs 5% (avg)
+433%

Your engagement rate is 433% above the Nano (1K-10K) average. This indicates strong audience connection and content resonance.

Avg. Likes per Post

1vs 500 (avg)
-100%

Your average likes are 100% below typical Nano (1K-10K) accounts. Focus on visual quality and trending topics.

Avg. Comments per Post

0vs 25 (avg)
-100%

Your comments are 100% below the Nano (1K-10K) 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

Average

0.9

Posts per day

Average

6

Posts per week

High consistency

Tuesday

Most active day

Posts by Weekday

M
T
W
T
F
S
S

Top Performing Content

Content
Video
Most Liked
30

Burned out Learning Data Engineering? #Dataengineer #Python #techtrends

View on Instagram
Content
Video
Most Comments
10

How to Become a top-tier Data Engineering in 6 Months. #dataengineer #python #snowflake #etl #techc...

View on Instagram
Content
Video
High Performer
20

Why You Should Stop Chasing the Data Engineer Title #DataEngineer #Python #TechCareers

View on Instagram
Performance Summary

Analyzed 12 posts. Top content receives 3 likes on average.

Content Type Analysis

Content Distribution

100%
Videos (12)Photos (0)

Videos

Better
Avg Likes1
Avg Comments0

Photos

Avg Likes0
Avg Comments0

Videos outperform photos by 1 avg engagements per post.

Engagement Trend

Overall Trend

Decreasing

Comparing 6 older posts to 6 recent posts. Overall engagement has decreased by <span class="font-medium text-red-400">22.2</span>%

Likes Trend

-22.2%

Before: 2 avg

After: 1 avg

Comments Trend

+0.0%

Before: 0 avg

After: 0 avg

Total Engagement

-22.2%

Before: 2 avg

After: 1 avg

Caption Length Analysis

Caption Length Distribution

No Caption
0 chars
Short
11
1-100 chars
Medium
1
101-500 chars
Long
500+ chars
ShortBest
Likes1
Comments0
Medium
Likes1
Comments0

Average caption length: 84 characters. Short captions (1-100 chars) perform best with 1 avg engagements.

Hashtag Performance

With Hashtags

11

posts

Avg Likes1
Avg Comments0
#Μ·

Without Hashtags

Better

1

posts

Avg Likes1
Avg Comments0

Most Used Hashtags

#dataengineerΓ—11#pythonΓ—10#techcareersΓ—7#snowflakeΓ—5#etlΓ—5#aiΓ—1#techtrendsΓ—1#sqlΓ—1

Average 3.4 hashtags per post. Posts without hashtags perform 0 better on average.

Growth Indicators

Account Classification

Micro Influencer
1K10K50K500K1M10M+

With 5 followers, this account falls in the Micro category (1K-10K). Typical engagement for this tier: 5-10%

Following/Followers

0.000

Excellent

Engagement Rate

26.67%

Above average

Total Followers

5

Following 0
Profile Insights
  • β€’ Very influential - follows far fewer than followers
  • β€’ Engagement rate is above the 5-10% benchmark for micro accounts
  • β€’ Average of 1 likes and 0 comments per post

Hashtags & Captions

Top Hashtags

#dataengineer(11)
#python(10)
#techcareers(7)
#snowflake(5)
#etl(5)
#ai(1)

Based on 12 recent posts

Top Caption Words

data(12)
engineering(5)
engineer(5)
become(3)
engineers(2)
stop(2)

Common words filtered out for relevance

Content Themes

Content Mood

Neutral & Informative75% dominant+Positive & Uplifting

The overall tone of this profile's content leans towards neutral & informative with elements of positive & uplifting.

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

English72%
Portuguese24%
German4%

Detected from 12 post captions

Audience Engagement

Engagement LevelVery High

Based on likes-to-followers ratio

Account SizeEmerging Creator

Under 1K followers

Est. Reach per Post4

Estimated based on average engagement Γ— 3

Audience Summary

This growing account shows very high engagement with primarily English content. Average post reaches an estimated 4 accounts.

Best Time to Post

Best performing time: Monday 4pm

Posts during this time get highest average engagement

12am
4am
8am
12pm
4pm
8pm
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Lower engagement
Higher engagement

Based on engagement patterns from 12 posts with timestamps.

AI-Powered Analysis Summary

Key insights and performance highlights based on @python_dataengineer_hub's recent content

@python_dataengineer_hub's engagement rate of 26.67% is excellent compared to similar accounts. This indicates a excellent 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 high with an average interval of 1 days between posts. high 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 minimal approach with an average of 84 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.

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