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import gradio as gr
from data import df
with gr.Blocks() as demo:
with gr.Row():
ethnicity = gr.Dropdown(["all", "white", "black", "asian"], value="all")
max_age = gr.Slider(18, 65, value=65)
def filtered_df(ethnic, age):
_df = df if ethnic == "all" else df[df["ethnicity"] == ethnic]
_df = _df[_df["age"] < age]
return _df
gr.ScatterPlot(filtered_df, inputs=[ethnicity, max_age], x="weight", y="height", title="Weight x Height")
gr.LinePlot(filtered_df, inputs=[ethnicity, max_age], x="age", y="height", title="Age x Height")
if __name__ == "__main__":
demo.launch() |