8080labs

import plotly.graph_objs as go


def interactive_histogram(df, column_name):
    series = df[column_name]

    # Change size to anything you want in order to adjust the binwidth
    trace = go.Histogram(x=series, xbins={"size": None})
    figure_widget = go.FigureWidget(
        data=[trace],

8080labs

import plotly.graph_objs as go
import ipywidgets as widgets


def rebinnable_interactive_histogram(series, initial_bin_width=10):
    figure_widget = go.FigureWidget(
        data=[go.Histogram(x=series, xbins={"size": initial_bin_width})]
    )

    bin_slider = widgets.FloatSlider(

8080labs

def rebinnable_interactive_histogram(series, initial_bin_width=10):

8080labs

    figure_widget = go.FigureWidget(
        data=[go.Histogram(x=series, xbins={"size": initial_bin_width})]
    )

8080labs

    bin_slider = widgets.FloatSlider(
        value=initial_bin_width,
        min=1,
        max=30,
        step=1,
        description="Bin width:",
        readout_format=".0f",  # display as integer
    )

8080labs

    histogram_object = figure_widget.data[0]

8080labs

    def set_bin_size(change):
        histogram_object.xbins = {"size": change["new"]}

    # Call set_bin_size whenever the bin slider changes
    bin_slider.observe(set_bin_size, names="value")