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parse_ticker_dataframe: group dataframe by date
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@ -50,6 +50,14 @@ class Analyze(object):
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.rename(columns=columns)
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if 'BV' in frame:
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frame.drop('BV', 1, inplace=True)
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# group by date to eliminate duplicate ticks
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frame.groupby('date').agg({
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'volume': 'max',
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'open': 'first',
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'close': 'last',
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'high': 'max',
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'low': 'min',
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})
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frame['date'] = to_datetime(frame['date'], utc=True, infer_datetime_format=True)
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frame.sort_values('date', inplace=True)
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return frame
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