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Intro to Data Analysis / Visualization with Python, Matplotlib and Pandas | Matplotlib Tutorial [Video]

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Python data analysis / data science tutorial. Let’s go!

For more videos like this, I’d recommend my course here:
Sample data and sample code:

My explanation about Jupyter Notebook and Anaconda:

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Outline – check the comment section for a clickable version:
0:37: Why data visualization?
1:05: Why Python?
1:39: Why Matplotlib?
2:23: Installing Jupyter through Anaconda
3:20: Launching Jupyter

3:41: DEMO begins: create a folder and download data
4:27: Create a new Jupyter Notebook file
5:09: Importing libraries
6:04: Simple examples of how to use Matplotlib / Pyplot
7:21: Plotting multiple lines
8:46: Importing data from a CSV file
10:46: Plotting data you’ve imported
13:19: Using a third argument in the plot() function

13:42: A real analysis with a real data set – loading data
14:49: Isolating the data for the U.S. and China
16:29: Plotting US and China’s population growth
18:22: Comparing relative growths instead of the absolute amount
21:21: About how to get more …

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HOW INVOLVE ASIA "PAY PER CLICK" CAMPAIGN WORKS | AFFILIATE MARKETING TUTORIAL [Video]

Here is a tutorial how to search for "pay per click" campaign on Involve Asia. In this video, I'll also show how it works and how to look for advertisement that pays PPC. Involve Asia Sign Up Link: How Involve Asia Works (blog): Join our Facebook Group:#InvolveAsia #PayPerClick #Tutorial

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Digital Marketing

In this weeks Week in Review: Quibi shuts down just six months after launching, Google claims its seeing success from its sandbox experiments, and Snapchat sees growing revenues and user engagement. To receive an update on the industrys top stories every Friday, sign up to the weekly Video Round-Up.