Py.Cafe

huong-li-nguyen/

vizro-iris-visualization

Data Visualization with Vizro on IRIS dataset

DocsPricing
  • app.py
  • requirements.txt
app.py
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# Vizro is an open-source toolkit for creating modular data visualization applications.
# check out https://github.com/mckinsey/vizro for more info about Vizro
# and checkout https://vizro.readthedocs.io/en/stable/ for documentation.

import vizro.plotly.express as px
from vizro import Vizro
import vizro.models as vm

df = px.data.iris()

page = vm.Page(
    title="Vizro on PyCafe",
    components=[
        vm.Graph(id="scatter_chart", figure=px.violin(df, x="species", y="petal_width", color="species")),
        vm.Graph(id="hist_chart", figure=px.histogram(df, x="sepal_width", color="species")),
    ],
    controls=[vm.Filter(column="species"), vm.Filter(column="petal_length"), vm.Filter(column="sepal_width")],
)

dashboard = vm.Dashboard(pages=[page])
Vizro().build(dashboard).run()