Plotting graphs using Python's plotly and cufflinks module Last Updated : 04 Sep, 2024 Comments Improve Suggest changes Like Article Like Report plotly is a Python library which is used to design graphs, especially interactive graphs. It can plot various graphs and charts like histogram, barplot, boxplot, spreadplot and many more. It is mainly used in data analysis as well as financial analysis. plotly is an interactive visualization library. cufflinks connects plotly with pandas to create graphs and charts of dataframes directly. choropleth is used to describe geographical plotting of USA. choropleth is used in the plotting of world maps and many more. Let's plot different types of plots like boxplot, spreadplot, etc. using plotly and cufflinks. Command to install plotly:pip install cufflinks plotly Command to install cufflinks:pip install plotly Code #1: Show dataframe Python import pandas as pd import numpy as np import matplotlib.pyplot as plt %matplotlib inline from plotly import __version__ import cufflinks as cf from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot # to get the connection init_notebook_mode(connected=True) # plotly also serves online, # but we are using just a sample cf.go_offline() # creating dataframes df = pd.DataFrame(np.random.randn(100, 4), columns='A B C D'.split()) df2 = pd.DataFrame({'Category': ['A', 'B', 'C'], 'Values': [32, 43, 50]}) df2.head() Output:Code #2: Normal Plot Python # plotly function df.iplot() Output:Code #3: Scatter Plot Python # markers are made to point in the graph df.iplot(kind ='scatter', x ='A', y ='B', mode ='markers') Output:Code #4: Box Plot Python # boxplot df.iplot(kind ='box') Output:Code #5: Plot dataframes Python # creating dataframe with three axes df3 = pd.DataFrame({'x':[1, 2, 3, 4, 5], 'y':[10, 20, 30, 20, 10], 'z':[5, 4, 3, 2, 1]}) Output:Code #6: Surface plot Python # surface plot # colorscale:red(rd), yellow(yl), blue(bu) df3.iplot(kind ='surface', colorscale ='rdylbu') Output: Comment More infoAdvertise with us Next Article Plotting graphs using Python's plotly and cufflinks module aishwarya.27 Follow Improve Article Tags : Misc Python python-modules Practice Tags : Miscpython Similar Reads Python | Geographical plotting using plotly Geographical plotting is used for world map as well as states under a country. 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