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Data Visualization with Python

Matplotlib

  • Introduction to Data Visualizaion
  • Intro to Data Visualization with Matplotlib
  • Data Visualization with Pandas and Matplotlib

Seaborn

  • Introduction to Seaborn
  • Distribution Plots
  • Categorical Data Plots
  • Matrix Plots
  • Grids
  • Regression Plots
  • Style and Color

Plotly

  • Overview of Plotly
  • Intro to Plotly Express

Cufflinks

  • Introduction to Cufflinks
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Contents
  • Import Libraries
  • Config
  • Enable Notebook Mode
  • Let’s a Create a Simple Plot

Introduction to Cufflinks¶

This library binds the power of plotly with the flexibility of pandas for easy plotting.

Import Libraries¶

import pandas as pd 
import numpy as np 
import cufflinks as cf 
import chart_studio.plotly as py
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot 

Config¶

cf.set_config_file(theme='ggplot',sharing='public',offline=True)

Enable Notebook Mode¶

 init_notebook_mode(connected=True)

Let’s a Create a Simple Plot¶

cf.datagen.lines().iplot(kind='scatter',xTitle='Dates',yTitle='Returns',title='Cufflinks - Line Chart')
Intro to Plotly Express

By Jubayer Hossain
© Copyright 2020.