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import bokeh.plotting as bp
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import bokeh.models as bm
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import bokeh.layouts as bl
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import bokeh.models as bm
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import bokeh.plotting as bp
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from pandas import DataFrame
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from pulkka.chart_utils import (
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gender_colormap,
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get_categorical_stats_plot,
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get_df_hover_tool,
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set_yaxis_cash,
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get_categorical_stats_plot,
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)
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from pulkka.column_maps import (
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IKA_COL,
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KAUPUNKI_COL,
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SUKUPUOLI_COL,
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TYOKOKEMUS_COL,
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VUOSITULOT_COL,
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KAUPUNKI_COL,
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IKA_COL,
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SUKUPUOLI_COL,
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)
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from pulkka.config import OUT_DIR
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from pulkka.data_ingest import read_data
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