Скачать или смотреть 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.

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Dataset - https://www.kaggle.com/datasets/mjlym...

Pandas Documentation - https://pandas.pydata.org/docs/user_g...
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🐼 Pandas Cheat Sheet - https://stan.store/KarinaDataScientis...

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Timestamps:
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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
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   • Exploratory Data Analysis in 20 Minutes  
   • Data Cleaning in Pandas in 20 minutes  
   • Why Polars is better than Pandas?  
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About me
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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.

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