All you need to know about Pandas in one place! Download my Pandas Cheat Sheet (free) https://misraturp.gumroad.com/l/pandascs'>https://misraturp.gumroad.com/l/pandascs

Learn how to complete your first realworld data science project
Handson Data Science course
https://www.misraturp.com/hods'>https://www.misraturp.com/hods

In this video we learn how to explore a reallife dataset from NYC using Python and Pandas. We will dive deep into the data and find out potential problems, issues to fix and extract insights from it.

If you’d like to follow along, find the data here: https://data.cityofnewyork.us/Environ...

NYC Open Data https://opendata.cityofnewyork.us/

00:00 Welcome
00:34 Some notes on data exploration
01:15 Dataset explanations
05:26 First look into our dataset
06:58 Understanding columns
09:22 Filtering out the unnecessary columns
11:45 Missing value check
12:49 Numerical values check
15:08 Outliers check
19:57 Categorical values check
24:57 Explore distribution of binary columns
26:40 Summary

Keep in touch?
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LinkedIn   / misraturp  
YouTube    / @misraturp  
Website https://misraturp.com/

Courses & resources
============================
Fundamentals of Deep Learning in 25 pages
https://misraturp.gumroad.com/l/fdl

‍ Handson Data Science: Complete your first portfolio project
https://www.misraturp.com/hods'>https://www.misraturp.com/hods

Streamlit template
https://misraturp.gumroad.com/l/stemp

Deep Learning 101 with Python and Keras (FREE)
   • 50 Days of Deep Learning  

‍♀ Data Science Kickstarter minicourse (FREE)
https://misraturp.gumroad.com/l/kick...

Pandas cheat sheet (FREE)
https://misraturp.gumroad.com/l/pandascs'>https://misraturp.gumroad.com/l/pandascs

NNs hyperparameters cheat sheet (FREE)
https://misraturp.gumroad.com/l/hcs