Python Data Visualization Guide for Plotly Bubble Maps, Scatterplots, Line Plots and Beyond!

Please reach out to Saniya with any and all questions you have and PLEASE SUBSCRIBE to Saniya's YouTube channel for more updates :) In short, we will learn how to use Python's Pandas and Plotly Express packages to better understand and visualize deforestation datasets (so we can eventually help protect Panda homes)). Please note this is for Python 3.

Please note Saniya plans to hopefully make more Python videos. Here, we learn Python Pandas and Plotly Express tools for interactive charts like:
* download python package (if module is not found), using pip install
* import plotly express as px
* fundamentals of data visualization
* subset dataframe based on criteria ( relational operators and .isin()).
* create columns in pandas
* rename columns in pandas
* get list of values from pandas column
* merge 2 dataframes together based on a common key
* what are stacked dataframes and what are long dataframes and why does this difference matter, especially if both represent the same data? Which type of dataframe is easier to work with for plotting? (Answer: long dataframes)
* construct Bubble Maps (and why the 3 letter country codes matter for these plots and how to approach the situation if you do not have that info in your data) and animation frames too!
* construct line charts in Python
* Why should we sort the date column before making our line chart (over time) in Python?
* adjust titles in plots
* add other neat frills like color and size to the plots
* interact with plotly plots to take pictures of the plot, hover over points, zoom in/out, etc.!
* troubleshoot some plotly express errors
* and beyond!

Timestamps:
00:00 Python Data Visualization Guide for Plotly Bubble Maps, Scatterplots, Line Plots and Beyond!
02:07 Recap of the previous video on Pandas dataframe commands for deforestion
02:25 Installing Python package (plotly) using pip
06:08 Loading in dataframe and adding new columns
09:15 Quick Intro to Plotly Open Source Graphing Library in Python
09:38 Plot Scatterplots in Plotly in Python
22:57 Plot Line Charts in Plotly in Python
31:48 Plot Bubble Map Charts in Plotly in Python (and adding animation)

[abhisheksingh]

could you please make a video on making dashboard with python it'll help alot

Thank You