Dash Chartjs Component

Chart.js is one the most popular javascript charting library. Dash Chartjs Component is a Dash component library that renders ChartJs React component inside Dash App.

Installation

pip install dash-chartjs

Prop List

id (str): The ID used to identify this component in Dash callbacks.

type (str): Chart.js chart type.

data (dict): The data object that is passed into the Chart.js chart.

options (dict): The options object that is passed into the Chart.js chart.

redraw (boolean): Teardown and redraw chart on every update.

toolbox (boolean): Toolbox with reset and download buttons for chart.

customJSFunctions (dict): Write custom JS functions in dict format.

customPlugins (dict): Write Plugins in dict format.

actions (dict): List of action objects with name and handler properties. Each action will be rendered as a button below the chart.

clickData (dict): clickData returns the datasetIndex and index of data point clicked.

style (dict): Defines CSS styles which will override styles previously set.

Basic Usage

from dash import dash,html
import pandas as pd
from dash_chartjs import ChartJs

app = dash.Dash(__name__,meta_tags=[{"name": "viewport", "content": "width=device-width, initial-scale=1"}])

df = pd.read_csv('https://raw.githubusercontent.com/JetBlack101/visitors-to-georgia-ts-analysis/main/Data/VisitorsToGeorgia_2011-2019.csv')

df['Date'] = pd.to_datetime(df['Date'])

x = df['Date']
y = df['Visitors']

data = {
    'labels': x,
    'datasets': [{
        'label': 'Visitors to Georgia',
        'data': y,
        'fill':'false',
        'borderColor': 'rgb(75, 192, 192)',
        'tension': 0.1
    }]
}
options = {
    'scales': {
        'x': {
            'type':'time'
        }
    },
    'plugins':{
        'zoom':{
            'zoom':{
                'wheel':{
                    'enabled': True
                },
            'mode':'xy'
            }
        }
    } 
}


app.layout = html.Div(
    [
        ChartJs(type='line',data=data,options=options)
    ]
)

if __name__ == '__main__':
    app.run_server(debug=False)

Demo

https://user-images.githubusercontent.com/31138706/192035295-0a10eb80-0881-443b-8ea8-7dfd98eb77f3.mp4

Additional Plugins Integrated

chartjs-plugin-zoom

chartjs-plugin-datalabels

Example

chartjs-plugin-annotation

Example

chartjs-chart-geo

Example

chartjs-chart-boxplot

Example

chartjs-chart-matrix

Example

chartjs-chart-treemap

Example

chartjs-chart-sankey

Example

chartjs-chart-graph

Example

chartjs-chart-pcp

Example