Pandas Tutorial for Data Analysis - Part 1

Опубликовано: 22 Октябрь 2019
на канале: Yiannis Pitsillides

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How to use Pandas in python? What is Pandas? In this tutorial, we will cover everything a beginner should know when it comes to Pandas. The Pandas library is a powerful tool for multiple phases of the data science workflow; hence every data analyst /scientist should know how to use it.

Support the channel on Patreon:
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Data Analytics Course Link:
http://ipidata.teachable.com/

I will also provide the raw data & python notebook in case you want to practice exactly what I am showing in the tutorial; which is the best way of learning!

Part 2 Link:
TBC

What is Pandas?
Pandas is a python package / library
Pandas is a library for data manipulation and analysis
Two main data structures: the Series and DataFrame

Tutorial Overview:

Video 1
1. What is a Panda's Series
2. What is a Dataframe
3. Creating DataFrames
4. Loading a CSV into a DataFrame
5. Basic methods for investigating/viewing a DataFrame

Video 2
1. Column Filtering
2. Row Filtering
3. Filtering / Slicing
4. Sorting the DF
5. Summarising / Aggregating Data
6. Creating New Calculated Fields

Data Analytics Course Link: http://ipidata.teachable.com/

Link to download Raw Data and Python Notebook:
https://github.com/Pitsillides91/Pyth...

Link to download and install Python:
   • How to Download PYTHON for FREE

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Pandas Tutorial for Data Analysis