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View Code? Open in Web Editor NEWHelper for Screening stocks that have been underrated but expected. The base data from pykrx
Helper for Screening stocks that have been underrated but expected. The base data from pykrx
[1/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 419.16, _last : 423.61, _lastlast : 426.47
2021-03-11 01:19:53
[2/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 202.67, _last : 130.54, _lastlast : 155.61
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[debug] _valid : 1, _year : 2019, _this : 8.45, _last : 6.05, _lastlast : 18.32
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[debug] _valid : 1, _year : 2019, _this : 248.93, _last : 184.2, _lastlast : 228.67
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 59.76, _last : 81.25, _lastlast : 86.76
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 176.3, _last : 153.39, _lastlast : 144.54
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[debug] _valid : 1, _year : 2019, _this : 652.62, _last : 306.01, _lastlast : 216.35
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 149.23, _last : 151.33, _lastlast : 127.77
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 177.18, _last : 166.78, _lastlast : 174.55
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 9.83, _last : 10.8, _lastlast : 12.25
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[debug] _valid : 1, _year : 2019, _this : 72.12, _last : 109.65, _lastlast : 41.95
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 68.91, _last : 91.0, _lastlast : 118.07
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[24/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 82.11, _last : 84.86, _lastlast : 78.66
2021-03-11 01:25:36
[25/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 99.58, _last : 112.12, _lastlast : 135.37
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 61.48, _last : 59.78, _lastlast : 54.99
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[debug] _valid : 1, _year : 2019, _this : 54.77, _last : 52.59, _lastlast : 62.04
2021-03-11 01:27:05
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[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
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[debug] _valid : 1, _year : 2019, _this : 198.76, _last : 170.95, _lastlast : 176.58
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[33/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 41.49, _last : 25.59, _lastlast : 35.19
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[debug] _valid : 1, _year : 2019, _this : 55.41, _last : 36.24, _lastlast : 37.56
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[35/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 124.91, _last : 115.02, _lastlast : 127.72
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[debug] _valid : 1, _year : 2019, _this : 217.91, _last : 231.98, _lastlast : 322.77
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[debug] _valid : 1, _year : 2019, _this : 217.23, _last : 231.44, _lastlast : 260.58
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[38/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 176.57, _last : 107.41, _lastlast : 112.77
2021-03-11 01:28:32
[39/898] Updating pykrx/financial_statement
[debug] _valid : 0, _year : 0, _this : 0, _last : 0, _lastlast : 0
2021-03-11 01:28:53
[40/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 79.01, _last : 61.9, _lastlast : 120.74
2021-03-11 01:29:04
[41/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 40.68, _last : 39.69, _lastlast : 40.23
2021-03-11 01:29:12
[42/898] Updating pykrx/financial_statement
[debug] _valid : 1, _year : 2019, _this : 93.07, _last : 112.69, _lastlast : 118.96
2021-03-11 01:29:20
[43/898] Updating pykrx/financial_statement
Traceback (most recent call last):
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/main.py", line 157, in
debt_ratio = get_debt_ratio(df)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/main.py", line 27, in get_debt_ratio
debtratio = fs_df.loc[
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 889, in getitem
return self._getitem_tuple(key)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 1069, in _getitem_tuple
return self._getitem_tuple_same_dim(tup)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 775, in _getitem_tuple_same_dim
retval = getattr(retval, self.name)._getitem_axis(key, axis=i)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 1113, in _getitem_axis
return self._getitem_iterable(key, axis=axis)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 1053, in _getitem_iterable
keyarr, indexer = self._get_listlike_indexer(key, axis, raise_missing=False)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 1266, in _get_listlike_indexer
self._validate_read_indexer(keyarr, indexer, axis, raise_missing=raise_missing)
File "/Users/yoonseo/Documents/Dev/DB/MongoDB_pykrx/ScreeingHelper/StoreStockData/venv/lib/python3.8/site-packages/pandas/core/indexing.py", line 1321, in _validate_read_indexer
raise KeyError(
KeyError: "Passing list-likes to .loc or [] with any missing labels is no longer supported. The following labels were missing: Index(['bfefrmtrm_amount'], dtype='object'). See https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#deprecate-loc-reindex-listlike"
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