Py.Cafe

maxi.schulz/

iris-data-analysis-vizro-dash

Iris Data Analysis with Vizro and Dash

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  • app.py
  • requirements.txt
app.py
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import vizro.plotly.express as px
from vizro import Vizro
import vizro.models as vm


df = px.data.iris()

page = vm.Page(
    title="My first dashboard",
    components=[
        vm.Graph(id="scatter_chart", figure=px.scatter(df, x="sepal_length", y="petal_width", color="species")),
        vm.Graph(id="hist_chart", figure=px.histogram(df, x="sepal_width", color="species")),
    ],
    controls=[
        vm.Filter(column="species", selector=vm.Dropdown(value=["ALL"])),
    ],
)

page2 = vm.Page(
    title="My second dashboard",
    components=[
        vm.Graph(id="scatter_chart2", figure=px.scatter(df, x="sepal_length", y="petal_width", color="species")),
        vm.Graph(id="hist_chart2", figure=px.histogram(df, x="sepal_width", color="species")),
    ],
    controls=[
        vm.Filter(column="species", selector=vm.Dropdown(value=["ALL"])),
    ],
)

dashboard = vm.Dashboard(pages=[page, page2])
app = Vizro().build(dashboard).dash