Pandas Python Tutorial for Data Science - Part 2
How to use Pandas for Data Analysis ? What is Pandas DataFrame? In this tutorial, we will cover the fundamental concepts to use the Python Pandas DataFrame.
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Data Analytics Course Link:
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Please note that this video is Part 2. Part 1 Link:
• Pandas Tutorial for Data Analysis - P...
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.
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!
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 Python Tutorial for Data Science
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