Basic Guide to Pandas in 20 min. Python for Beginners скачать в хорошем качестве

Basic Guide to Pandas in 20 min. Python for Beginners

This video is an introduction to Pandas. We will work with Customer dataset. We will discuss how to read file, view statistics, check for duplicates, how to group, pivot, sort data, create bins using .cut and how to create a simple bar chart. ---------------------- Dataset - https://www.kaggle.com/datasets/mjlym... Pandas Documentation - https://pandas.pydata.org/docs/user_g... ---------------------- 🐼 Pandas Cheat Sheet - https://stan.store/KarinaDataScientis... 💻 Data Analysis with Python Masterclass - https://stan.store/KarinaDataScientis... 💌 Join my newsletter and get access to various freebies - https://stan.store/KarinaDataScientist 🧠 AI to help you analyse your data - https://powerdrill.ai/?via=karina-sam... ---------------------- Timestamps: ---------------------- 00:00 Intro 00:41 How to install library 01:16 Import library 01:40 Read file 02:19 Print top rows of dataset 03:50 Read file parameters 05:05 Read bottom rows 05:35 Check missing values 06:02 View basic statistics .describe 07:07 .shape 07:24 .len, .size 07:35 Column labels 07:56 Rename columns 08:45 Create a new column 09:40 Filter data 10:30 Filter multiple conditions 11:50 Sort data 12:24 Group by 14:00 Pivot 15:40 Binning with .cut 17:48 Creating a visual 🎥 Other videos you might be interested in ----------------------    • Exploratory Data Analysis in 20 Minutes      • Data Cleaning in Pandas in 20 minutes      • Why Polars is better than Pandas?   ---------------------- About me ---------------------- Hi, my name is Karina and I'm a finance person turned data person. My mission is to transform intimidating tech into accessible tools. I aim to empower 1 million people to harness the power of AI, Python, SQL, and Excel to work smarter, not harder. Contact ---------------------- Youtube: youtube comments are by far the best way to get a response from me! email for business inquiries only: karinadatascientist@gmail.com ---------------------- Social Media: ---------------------- TikTok:   / karinadatascientist   Instagram:   / karinadatascientist   Linkedin:   / karina-samsonova