How to group Bar Charts in Python-Plotly? Last Updated : 28 Dec, 2022 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. Grouping Bar charts Grouping bar charts can be used to show multiple set of data items which are been compared with a single color which is used to indicate a specific series across all sets. Method 1: Using graph_objects class Example: Python3 import plotly.graph_objects as px import numpy # creating random data through randomint # function of numpy.random np.random.seed(42) random_x= np.random.randint(1,101,100) random_y= np.random.randint(1,101,100) x = ['A', 'B', 'C', 'D'] plot = px.Figure(data=[px.Bar( name = 'Data 1', x = x, y = [100, 200, 500, 673] ), px.Bar( name = 'Data 2', x = x, y = [56, 123, 982, 213] ) ]) plot.show() Output: Method 2: Using express class Example 1: Iris dataset Python3 import plotly.express as px df = px.data.iris() fig = px.bar(df, x="sepal_width", y="sepal_length", color="species", hover_data=['petal_width'], barmode = 'group') fig.show() Output: Example 2: Tips dataset Python3 import plotly.express as px df = px.data.tips() fig = px.bar(df, x="tota_bill", y="day", color="sex", barmode = 'group') fig.show() Output: Comment More infoAdvertise with us Next Article How to group Bar Charts in Python-Plotly? N nishantsundriyal98 Follow Improve Article Tags : Python Python-Plotly Practice Tags : python Similar Reads How to create Stacked bar chart in Python-Plotly? 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 2 min read How to change a color bar in Plotly in Python In this article, we will learn how to change a color bar in Plotly Python. Different types Color-Scale names for Plotlyaggrnyl    burginferno    plasma    rdpu     ylgnbu    mattergeyseragsunset   burgyl    jet      plotly3redorylorbr    solarpiygblackbodycividismagenta    pubu 2 min read Bar chart using Plotly in Python 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 librar 4 min read How to plot Bar Graph in Python using CSV file? CSV stands for "comma separated values", that means the values are distinguished by putting commas and newline characters. A CSV file provides a table like format that can be read by almost every spreadsheet reader like Microsoft Excel and Google Spreadsheet. A Bar Graph uses labels and values where 2 min read Create Error Bars in Plotly - Python Plotly is a Python library that 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 3 min read Like