Created
December 17, 2019 08:48
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Dash plotly - interactive histogram with fitted line on top with a slider
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import plotly.graph_objs as go | |
import plotly.figure_factory as ff | |
import numpy as np | |
data = [30.2049, 51.3693, 51.8094, 30.5573, 56.8151, 45.9166, 56.2858, 55.4125, 72.8778, | |
39.7996, 34.8203, 36.8362, 39.9959, 54.7995, 52.5158, 40.6841, 61.3939, 48.5818, | |
41.4944, 71.5607, 49.0913, 57.7985, 70.2787, 45.2226, 55.7449, 69.0475, 33.9624, | |
51.3384, 53.1948, 46.1682, 66.5202, 37.0265, 48.0182, 44.2164, 56.9336, 69.7961, | |
48.6728, 44.5923, 33.2164, 41.8337,56.7741, 35.6030, 33.9237, 41.5178, 50.4453, | |
29.0570, 33.0124, 58.6281, 39.2005, 42.9119] | |
hist_data = [data] | |
group_labels = ['distplot'] | |
f = ff.create_distplot(hist_data, group_labels, bin_size=5, show_rug=False) | |
fig = go.FigureWidget(f) # you can replace FigureWidget with Figure alternatively | |
fig.data[0].marker.line = dict( color = 'black',width = 2) | |
fig.data[1].line.color = 'red' | |
fig.layout.sliders = [dict( | |
active = 4, | |
currentvalue = {"prefix": "bin size: "}, | |
pad = {"t": 20}, | |
steps = [dict(label = i, method = 'restyle', args = ['xbins.size', i]) for i in range(1,20)] | |
)] | |
fig | |
Distplot_with_slider |
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