2020-11-12 00:05:36 +00:00
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import pyarrow
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import altair as alt
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alt.data_transformers.disable_max_rows()
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alt.data_transformers.enable('data_server')
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import pandas as pd
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from numpy import random
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import numpy as np
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from sklearn.manifold import TSNE
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2020-11-12 00:38:22 +00:00
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pd.read_feather("tsne_subreddit_fit.feather")
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2020-11-12 00:05:36 +00:00
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slider = alt.binding_range(min=1,max=100,step=1,name='zoom: ')
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selector = alt.selection_single(name='zoomselect',fields=['zoom'],bind='scales',init={'zoom':1})
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xrange = plot_data.x.max()-plot_data.x.min()
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yrange = plot_data.y.max()-plot_data.y.min()
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chart = alt.Chart(plot_data).mark_text().encode(
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alt.X('x',axis=alt.Axis(grid=False)),
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alt.Y('y',axis=alt.Axis(grid=False)),
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text='subreddit')
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#chart = chart.add_selection(selector)
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chart = chart.configure_view(
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continuousHeight=xrange/20,
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continuousWidth=yrange/20
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)
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amount_shown = lambda zoom: {'width':xrange/zoom,'height':yrange/zoom}
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alt.data_transformers.enable('default')
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chart = chart.properties(width=1000,height=1000)
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chart = chart.interactive()
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chart.save("test_tsne_whole.html")
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chart = chart.properties(width=10000,height=10000)
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chart.save("test_tsne_whole.svg")
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