How to Create Unclean Data Using Python & ChatGPT | Data Cleaning Practice for Beginners

How to Create Unclean Data Using Python & ChatGPT | Data Cleaning Practice for Beginners

Hi
I am Abhishek Jaiswal. Welcome to our YouTube channel @guideofmad

About this video-
Agar aap Data Analyst / Data Scientist banna chahte ho, toh sirf clean data par kaam karna kaafi nahi hai.
Is video mein aap seekhoge clean data ko intentionally unclean kaise banate hain, taaki aap real-world data cleaning practice kar sako.

🔹 Is Video Mein Kya Seekhenge?

✔ Clean dataset ko unclean kaise banaye
✔ Python pandas se missing values create karna
✔ Wrong spellings, extra spaces, duplicates banana
✔ Numeric column mein text inject karna
✔ ChatGPT ka smart use for practice data
✔ Beginner ke liye real-world data cleaning mindset

🔹 Important Clarification (Trust Builder)
⚠️ Data completely dummy & modified hai
⚠️ Dataset structure telecom churn se inspired hai
⚠️ Purpose sirf learning & practice hai

🔹 Yeh Video Kis Ke Liye Hai?
✅ Data Analyst Beginners
✅ Excel / SQL / Python learners
✅ Interview preparation
✅ Practice projects banane wale students


🔹 Tools Used
Python
Pandas
ChatGPT


Agar aapko real-world data analytics practice chahiye, toh channel ko subscribe karein 🚀


Thank you So much.

Queries Solve : -
unclean data python,
data cleaning practice,
python pandas data cleaning,
chatgpt for data analysis,
data analyst practice project,
how to create unclean data,
data cleaning interview preparation,
python pandas tutorial,
data analytics beginner,
data analyst roadmap,
telecom churn dataset practice,
messy data cleaning python,
clean data ko unclean kaise banaye,
python se unclean data create,
data cleaning practice kaise kare,
beginner data cleaning project,
chatgpt se data cleaning practice,
python data cleaning for beginners,
real world data cleaning practice,
messy data ko clean kaise kare,
data analyst interview practice python,
pandas data cleaning step by step,
practice dataset for data analyst,
data analytics practice project python,
unclean dataset banana python,
data quality issues practice,
missing values practice python,
duplicate data handling practice,
wrong data type cleaning python,
python se dummy data create,
chatgpt for data analyst practice,
data analyst practice roadmap,
guide of mad,
guide of mad excel


…………………………………………………………………………………………………………………………………

Other Channel links
Guide of mad - Excel
   / @guideofmadexcel  



Our social Links-
  / funofexcel  
  / guideofmad_  

Thanks for watching
Don't forget to - LIKE 👍 | SHARE 🤗 | COMMENT 💁 | SUBSCRIBE 🤓

YouTube -    / guideofmad  

#datatips
#guideofmad
#abhishekjaiswal
#dataanalytics