# @aartii.py on Instagram

- **Type:** Video
- **Original URL:** https://www.instagram.com/p/DV8hCETj4ao
- **Gondola URL:** https://gondola.cc/posts/59916425-aartiipy-instagram
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/87ab512dfd.jpg
- **Posted:** 2026-03-16T12:40:39.000+00:00
- **Account Owner:** Aarti Sinha (@aartii.py) — https://gondola.cc/aartii.py

## Caption

Day 5 of 10 — halfway through. Today Python learned to read emotions. 🎬
 
I fed it movie reviews. It figured out if people were happy or angry.
Then I tested it on real Instagram comments.
The results were... interesting. 👀
 
How it works in 3 steps:
1️⃣ CountVectorizer converts text → numbers
2️⃣ Naive Bayes learns patterns of positive vs negative
3️⃣ New text → instant sentiment prediction
 
Where this runs in real life RIGHT NOW:
→ Zomato reading every restaurant review
→ Amazon flagging fake 5-star reviews
→ YouTube auto-moderating toxic comments
 
5 days left. Tomorrow we go INTERMEDIATE. It gets intense.
Comment ‘SENTIMENT’ for the full NLP code in your DMs 👇
 

MachineLearning  #Python  #SentimentAnalysis  #NLP  #NaturalLanguageProcessing  #NaiveBayes  TextClassification  DataScience  MLBeginner  PythonNLP  sklearn  100DaysOfCode  MLDay5  10DayChallenge  aartiipy  AIProjects  PythonTutorial  TextMining  DataScienceIndia  HalfwayThere

  sentiment analysis Python
🔑  NLP machine learning project
🔑  NLP beginner Python
🔑  MultinomialNB sklearn tutorial
🔑  CountVectorizer sklearn
🔑  opinion mining Python
🔑  Naive Bayes text classification
🔑  review sentiment AI
🔑  movie review sentiment Python
🔑  machine learning day 5
🔑  natural language processing beginner
🔑  NLP project 2026
🔑  text classification sklearn
🔑  text mining Python beginner
🔑  positive negative sentiment Python

## Stats

- **Views:** 660
- **Likes:** 0
- **Shares:** 0
- **Comments:** 17

## Tags

sentimentanalysis, naivebayes, nlp, python, naturallanguageprocessing

---
Copyright (c) Gondola