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His face says it all 😂 Embracing new tech is key. AI isn't just a buzzword, it's a game-changer for businesses. Knowing how AI works and can help your business can make you stand out from others.
Home / LinkedIn creators / Gina Acosta Gutiérrez
Gina Acosta Gutiérrez
Daily Posts and Resources on Data Science, Data Engineering, and AI 📚 | Mentor | Google WTM Ambassador
We read 78 of their posts. Here is what they actually do.
TechnologyEducationalPromise hooksProfessionals
linkedin.com/in/ginacostag ↗206KFollowers
0.6Posts / week
722Avg likes
276Median likes
37Avg comments
13K likesBest post
Engagement over time
Average likes per post, by month.
3.5likes / 1K followers
That puts them in the 58th percentile of the 1,360 creators we track in the 100K to 1M follower band. Reach is not the same as resonance, and this is the ratio that separates them.
2025-05Average likes per month2026-09
Their hooks, word for word
The opening line of their best-performing posts. This is what stops the scroll.
- His face says it all 😂13K likes
- 90% of Data Manipulation Made Easy with These Essential Pandas Commands 👇5K likes
- Explain to me how an API works like I'm 5 👇3.2K likes
- These Python commands cover 90% of data cleaning tasks you'll ever need 👇2.7K likes
- Cool visualization of 14 sorting algorithms in just 60 seconds1.5K likes
- Kaggle has launched their FREE "5-Day Gen AI Intensive Course with Google"!1.4K likes
Content pillars
What they post about, with a line from a real post as evidence.
- Free Technical Course Curations
Harvard, Stanford, and Kaggle lecture link roundups consistently drive over 1,000 likes.
- Python and Data Science Cheatsheets
Pandas manipulation and data cleaning command summaries repeated across multiple top posts.
- AI Fundamentals and Tool Directories
Top post aggregated foundational Gen AI resources and prompt engineering guides.
Signature moves and voice
The repeatable moves that show up across their best posts.
- Promise mastery of 90% of tasks using simple command lists.
- Curate free university course catalogs with direct resource links.
- Use pointing-down emojis to funnel attention into structured bullet lists.
Tone of voiceDirect, structured, and pragmatic with an encouraging educational focus.
What works for them
Patterns that separate their top posts from the rest.
- Exhaustive lists of free, branded university courses vastly outperform promotional thought leadership.
- High-utility Python cheatsheets with clean category breakdowns secure top-tier engagement.
- Short conversational prompts generate strong comment discussions with minimal text.
When they post
Every post, grouped by day of week.
Mon
465
Tue
367
Wed
298
Thu
699
Fri
551
Sat
993
Sun
3.2K
Posts publishedAverage likes
Best day is Thursday at 699 average likes. Wednesday is their weakest at 298.
What format works
Text, image, video or carousel, ranked by what actually lands for them.
| Format | Posts | Avg likes | |
|---|---|---|---|
| Video | 17 | 1.1K | |
| Carousel | 2 | 899 | |
| Image | 50 | 709 | |
| Text only | 9 | 51 |
Format fingerprint
How their posts are built, measured across every post we analysed.
Median length1,468 chars
Line breaksHigh
Bullet pointsMedium
EmojiHigh
HashtagsHigh
Outbound linksHigh
Reading levelGrade 3
Promo intensity2/10
Steal this
Moves you can apply to your own posts this week.
- Compile curated lists of free Ivy League courses with direct links.
- Structure coding cheat sheets around basic versus advanced operational workflows.
- Recycle proven, high-performing resource formats regularly to capture new followers.
Best-performing posts
Ranked by likes, across everything we analysed.
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90% of Data Manipulation Made Easy with These Essential Pandas Commands 👇 Every data project starts with data cleaning and manipulation. Here's a focused list of pandas commands that handle 90% of real-world tasks: The basics:
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Explain to me how an API works like I'm 5 👇 #data #programming #coding #tech
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These Python commands cover 90% of data cleaning tasks you'll ever need 👇 Data cleaning is a key step in any data project, and it often takes the most time. That’s why I made this cheatsheet with the most used Python commands for data cleaning to streamline your data prep.
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Cool visualization of 14 sorting algorithms in just 60 seconds Here's how some of the sorting algorithms in the video work: 👇 • Selection Sort - Finds smallest item in unsorted part - Moves it to sorted section - Repeats for remaining items • Insertion Sort - Takes one item at a time
Similar creators
Comparable follower counts, analysed the same way.
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Built from public LinkedIn posts, last refreshed 2026-10-24. Follower counts and engagement change over time. Gina Acosta Gutiérrez is not affiliated with 2pr.io.