How to Do Data Exploration stepbystep tutorial on reallife dataset

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=OY4eQrekQvs

🐼 All you need to know about Pandas in one place! Download my Pandas Cheat Sheet (free) - https://misraturp.gumroad.com/l/pandascs • 👇Learn how to complete your first real-world data science project • Hands-on Data Science course • https://www.misraturp.com/hods • In this video we learn how to explore a real-life 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? • ========================== • 🐥 Twitter - / misraturp • 🔗 LinkedIn - / misraturp • 📹 YouTube - / @misraturp • 🌎 Website - https://misraturp.com/ • Courses resources • ============================ • 📙 Fundamentals of Deep Learning in 25 pages • https://misraturp.gumroad.com/l/fdl • 👩‍💻 Hands-on Data Science: Complete your first portfolio project • 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 Kick-starter mini-course (FREE) • https://misraturp.gumroad.com/l/kick-... • 🐼 Pandas cheat sheet (FREE) • https://misraturp.gumroad.com/l/pandascs • 📝 NNs hyperparameters cheat sheet (FREE) • https://misraturp.gumroad.com/l/hcs

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