Datasets:

weiqi001
/

bankruptcy-early-warning-data

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 5 new columns ({'missing_pct', 'attribute', 'short_name', 'family', 'definition'}) and 65 missing columns ({'Attr23', 'Attr40', 'Attr8', 'Attr43', 'Attr27', 'Attr37', 'Attr25', 'Attr48', 'Attr64', 'Attr22', 'bankrupt', 'Attr4', 'Attr50', 'Attr26', 'Attr61', 'Attr14', 'Attr35', 'Attr38', 'Attr21', 'Attr3', 'Attr62', 'Attr24', 'Attr17', 'Attr7', 'Attr55', 'Attr19', 'Attr51', 'Attr53', 'Attr30', 'Attr2', 'Attr12', 'Attr13', 'Attr32', 'Attr41', 'Attr45', 'Attr59', 'Attr34', 'Attr16', 'Attr18', 'Attr1', 'Attr57', 'Attr29', 'Attr60', 'Attr10', 'Attr9', 'Attr63', 'Attr11', 'Attr33', 'Attr5', 'Attr20', 'Attr39', 'Attr49', 'Attr56', 'Attr52', 'Attr36', 'Attr47', 'Attr58', 'Attr6', 'Attr31', 'Attr44', 'Attr15', 'Attr28', 'Attr42', 'Attr54', 'Attr46'}).

This happened while the csv dataset builder was generating data using

hf://datasets/weiqi001/bankruptcy-early-warning-data/data_dictionary.csv (at revision 81631edd957580410cb87e6b50218dd52b6205e4), ['hf://datasets/weiqi001/bankruptcy-early-warning-data@81631edd957580410cb87e6b50218dd52b6205e4/bankruptcy_year3.csv', 'hf://datasets/weiqi001/bankruptcy-early-warning-data@81631edd957580410cb87e6b50218dd52b6205e4/data_dictionary.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              attribute: string
              short_name: string
              definition: string
              family: string
              missing_pct: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 871
              to
              {'Attr1': Value('float64'), 'Attr2': Value('float64'), 'Attr3': Value('float64'), 'Attr4': Value('float64'), 'Attr5': Value('float64'), 'Attr6': Value('float64'), 'Attr7': Value('float64'), 'Attr8': Value('float64'), 'Attr9': Value('float64'), 'Attr10': Value('float64'), 'Attr11': Value('float64'), 'Attr12': Value('float64'), 'Attr13': Value('float64'), 'Attr14': Value('float64'), 'Attr15': Value('float64'), 'Attr16': Value('float64'), 'Attr17': Value('float64'), 'Attr18': Value('float64'), 'Attr19': Value('float64'), 'Attr20': Value('float64'), 'Attr21': Value('float64'), 'Attr22': Value('float64'), 'Attr23': Value('float64'), 'Attr24': Value('float64'), 'Attr25': Value('float64'), 'Attr26': Value('float64'), 'Attr27': Value('float64'), 'Attr28': Value('float64'), 'Attr29': Value('float64'), 'Attr30': Value('float64'), 'Attr31': Value('float64'), 'Attr32': Value('float64'), 'Attr33': Value('float64'), 'Attr34': Value('float64'), 'Attr35': Value('float64'), 'Attr36': Value('float64'), 'Attr37': Value('float64'), 'Attr38': Value('float64'), 'Attr39': Value('float64'), 'Attr40': Value('float64'), 'Attr41': Value('float64'), 'Attr42': Value('float64'), 'Attr43': Value('float64'), 'Attr44': Value('float64'), 'Attr45': Value('float64'), 'Attr46': Value('float64'), 'Attr47': Value('float64'), 'Attr48': Value('float64'), 'Attr49': Value('float64'), 'Attr50': Value('float64'), 'Attr51': Value('float64'), 'Attr52': Value('float64'), 'Attr53': Value('float64'), 'Attr54': Value('float64'), 'Attr55': Value('float64'), 'Attr56': Value('float64'), 'Attr57': Value('float64'), 'Attr58': Value('float64'), 'Attr59': Value('float64'), 'Attr60': Value('float64'), 'Attr61': Value('float64'), 'Attr62': Value('float64'), 'Attr63': Value('float64'), 'Attr64': Value('float64'), 'bankrupt': Value('int64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 5 new columns ({'missing_pct', 'attribute', 'short_name', 'family', 'definition'}) and 65 missing columns ({'Attr23', 'Attr40', 'Attr8', 'Attr43', 'Attr27', 'Attr37', 'Attr25', 'Attr48', 'Attr64', 'Attr22', 'bankrupt', 'Attr4', 'Attr50', 'Attr26', 'Attr61', 'Attr14', 'Attr35', 'Attr38', 'Attr21', 'Attr3', 'Attr62', 'Attr24', 'Attr17', 'Attr7', 'Attr55', 'Attr19', 'Attr51', 'Attr53', 'Attr30', 'Attr2', 'Attr12', 'Attr13', 'Attr32', 'Attr41', 'Attr45', 'Attr59', 'Attr34', 'Attr16', 'Attr18', 'Attr1', 'Attr57', 'Attr29', 'Attr60', 'Attr10', 'Attr9', 'Attr63', 'Attr11', 'Attr33', 'Attr5', 'Attr20', 'Attr39', 'Attr49', 'Attr56', 'Attr52', 'Attr36', 'Attr47', 'Attr58', 'Attr6', 'Attr31', 'Attr44', 'Attr15', 'Attr28', 'Attr42', 'Attr54', 'Attr46'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/weiqi001/bankruptcy-early-warning-data/data_dictionary.csv (at revision 81631edd957580410cb87e6b50218dd52b6205e4), ['hf://datasets/weiqi001/bankruptcy-early-warning-data@81631edd957580410cb87e6b50218dd52b6205e4/bankruptcy_year3.csv', 'hf://datasets/weiqi001/bankruptcy-early-warning-data@81631edd957580410cb87e6b50218dd52b6205e4/data_dictionary.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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Attr1 float64	Attr2 float64	Attr3 float64	Attr4 float64	Attr5 float64	Attr6 float64	Attr7 float64	Attr8 float64	Attr9 float64	Attr10 float64	Attr11 float64	Attr12 float64	Attr13 float64	Attr14 float64	Attr15 float64	Attr16 float64	Attr17 float64	Attr18 float64	Attr19 float64	Attr20 float64	Attr21 float64	Attr22 float64	Attr23 float64	Attr24 float64	Attr25 float64	Attr26 float64	Attr27 float64	Attr28 float64	Attr29 float64	Attr30 float64	Attr31 float64	Attr32 float64	Attr33 float64	Attr34 float64	Attr35 float64	Attr36 float64	Attr37 float64	Attr38 float64	Attr39 float64	Attr40 float64	Attr41 float64	Attr42 float64	Attr43 float64	Attr44 float64	Attr45 float64	Attr46 float64	Attr47 float64	Attr48 float64	Attr49 float64	Attr50 float64	Attr51 float64	Attr52 float64	Attr53 float64	Attr54 float64	Attr55 float64	Attr56 float64	Attr57 float64	Attr58 float64	Attr59 float64	Attr60 float64	Attr61 float64	Attr62 float64	Attr63 float64	Attr64 float64
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0.000595	0.22612	0.48839	3.1599	84.874	0.19114	0.004572	2.9881	1.0077	0.67566	0.004572	0.020219	0.030966	0.004572	2,094.1	0.1743	4.4225	0.004572	0.003592	53.881	0.67451	0.04061	0.000468	0.2347	0.67566	0.15672	0.32153	1.7107	4.622	0.036196	0.003592	65.345	5.5857	0.1796	0.04061	1.3425	null	0.67566	0.031907	0.84469	0.098528	0.031907	150.13	96.251	0.003168	2.329	54.296	0.005769	0.004533	3.1599	0.22612	0.17903	2.3667	2.3667	20,453	0.007639	0.000881	0.99236	0	6.7742	3.7922	64.846	5.6287	4.4581
0.024526	0.43236	0.27546	1.7833	-10.105	0.56944	0.024526	1.3057	1.0509	0.56453	0.024526	0.069747	0.036812	0.024526	3,299.4	0.11063	2.3129	0.024526	0.018876	86.317	0.62795	0.055446	0.018876	0.56944	0.56453	0.11063	0.44844	0.73869	4.26	0.28624	0.018876	103.81	3.5161	0.12824	0.055446	1.3068	3.9624	0.64524	0.042673	0.17826	0.1805	0.042673	158.55	72.237	0.079819	0.90954	90.707	0.032141	0.024737	1.4504	0.35164	0.2844	1.5139	1.7303	5,012.6	0.048398	0.043445	0.9516	0.14298	4.2286	5.0528	98.783	3.695	3.4844
0.18829	0.41504	0.34231	1.9279	-58.274	0	0.23358	1.4094	1.3393	0.58496	0.23881	0.63317	0.1878	0.23358	602.31	0.606	2.4094	0.23358	0.17441	140.86	1.2039	0.23493	0.14059	0	0.5725	0.49687	44.947	1.1853	4.6033	0.30691	0.17784	122.09	2.9897	2.6574	0.23635	1.3393	4.549	0.62769	0.17648	0.013769	0.054712	0.17542	192.45	51.585	0.36429	0.52685	171.05	0.21699	0.16203	1.7136	0.36891	0.33449	2.0256	2.1735	13,730	0.17648	0.32188	0.82635	0.073039	2.5912	7.0756	100.54	3.6303	4.6375
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0.11503	0.036659	0.92345	112.63	55.58	0	0.14215	26.279	0.44339	0.96334	0.1435	17.183	0.32533	0.14215	92.759	3.9349	27.279	0.14215	0.32061	19.801	0.82872	0.082265	0.25943	10.573	0.96082	3.195	61.21	13.526	4.339	-0.055356	0.32222	7.2995	50.003	11.284	0.029724	0.44339	58.907	0.97875	0.067038	108.44	0.014485	0.18554	28.536	8.7355	4.7821	109.72	21.224	0.080169	0.18081	25.416	0.008273	0.019999	14.11	14.336	20,158	0.067038	0.1194	0.75777	0.015995	18.433	41.783	6.8102	53.596	6.4942
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0.083519	0.40286	0.5838	2.694	35.966	0.63897	0.10728	1.4822	1.0475	0.59714	0.10728	0.31129	0.054553	0.10728	1,155.2	0.31597	2.4822	0.10728	0.045977	56.105	0.69907	0.09811	0.035793	0.79947	0.59714	0.25699	0.44045	8.1573	3.8571	0.11417	0.045977	56.473	6.4633	0.24353	0.09811	2.3426	9.7852	0.65536	0.042046	0.40927	0.11213	0.042046	123.17	67.061	0.23286	1.6532	58.773	0.078099	0.03347	2.3046	0.34464	0.15472	8.3437	9.1573	4,201	0.045381	0.13987	0.95462	0.09751	6.5056	5.4428	53.91	6.7706	32.604
0.083597	0.19199	0.1287	3.6396	105.17	0.26136	0.098854	4.2085	1.262	0.80801	0.098854	2.0274	0.29633	0.098854	659.63	0.55334	5.2085	0.098854	0.27573	45.981	0.96484	0.075537	0.23318	0.30662	0.80801	0.47388	2.6589	0.15647	5.1246	0.53541	0.27573	62.645	5.8265	0.39343	0.075537	0.38294	0.92361	0.95124	0.21069	0.056287	0.076122	0.21069	177.87	131.89	1.851	2.7133	58.027	0.068152	0.1901	0.92429	0.048758	0.17163	0.98233	1.1565	17,148	0.2076	0.10346	0.7924	0.17727	7.9381	2.7674	49.64	7.3529	0.43586
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0.0138	0.87373	-0.11986	0.86281	-125.35	-0.72145	0.0138	0.088591	0.91784	0.077405	0.0138	0.015794	0.020282	0.0138	15,069	0.024222	1.1445	0.0138	0.013225	96.118	0.33738	-0.14289	0.013225	-0.71961	0.077405	0.024222	-1.2568	-0.487	5.103	0.64605	0.013225	280.52	1.3012	-0.16354	-0.14289	1.2284	null	0.077405	-0.13693	0.22688	-0.21196	-0.13693	194.36	98.242	0.05022	0.54832	88.222	-0.15025	-0.14399	0.86281	0.87373	0.76855	0.31449	0.31449	-15,195	-0.08951	0.17828	1.0895	0	3.7974	3.7153	305.63	1.1943	4.2395
0.27548	0.22652	0.56308	3.4857	120.27	0.88543	0.34154	3.2368	1.2366	0.73323	0.34154	1.5077	0.2335	0.34154	209.41	1.743	4.4145	0.34154	0.20198	24.131	0.84647	0.33503	0.16291	1.1001	0.73323	1.4514	2.4502	2.6762	4.3354	-0.035694	0.20198	60.468	6.0362	1.479	0.33503	1.7206	null	0.73323	0.19813	1.3206	0.019178	0.19813	105.87	81.735	2.4642	2.9922	29.841	0.28173	0.16661	3.4857	0.22652	0.16567	3.4849	3.4849	12,188	0.19136	0.37571	0.80864	0	15.126	4.4656	48.897	7.4647	8.0368
-0.09388	0.24891	0.37417	2.5032	35.006	0.084199	-0.089098	3.0021	0.92569	0.74725	-0.089098	-0.35795	-0.022665	-0.089098	-2,643.1	-0.1381	4.0175	-0.089098	-0.058747	51.939	0.67631	-0.10201	-0.0619	0.13816	0.74725	-0.15731	-0.62264	0.99272	4.3735	0.039443	-0.058747	55.452	6.5822	-0.40983	-0.10201	1.5566	null	0.74725	-0.067262	0.7772	-0.17306	-0.067262	103.4	51.458	-0.435	1.6362	48.079	-0.15674	-0.10334	2.5032	0.24891	0.15192	1.9825	1.9825	8,843.1	-0.080281	-0.12563	1.0803	0	7.0274	7.0932	59.904	6.0931	4.0238
0.16545	0.25279	0.36511	2.4443	28.197	0	0.20354	2.9559	2.3641	0.74721	0.21397	0.80518	0.10169	0.20354	383.78	0.95106	3.9559	0.20354	0.086095	25.881	1.0213	0.20912	0.069985	null	0.70839	0.80038	20.047	0.95556	3.6151	0.076142	0.086198	42.869	8.5144	8.5144	0.21155	2.3641	null	0.74721	0.089482	0.41363	0.034254	0.088456	79.255	53.374	0.98698	1.7812	28.428	0.17225	0.072858	2.4443	0.25279	0.11745	1.9556	1.9556	1,505	0.089584	0.22143	0.91439	0	14.103	6.8386	39.028	9.3522	6.1873
0.090415	0.46854	0.44505	2.2061	37.257	0.005443	0.1136	1.1343	2.0398	0.53146	0.13782	0.30788	0.10493	0.1136	798.96	0.45684	2.1343	0.1136	0.055694	38.009	0.93002	0.1301	0.044325	null	0.4609	0.40735	5.3732	2.3933	4.1514	0.17349	0.058576	70.593	5.1705	4.072	0.13193	2.0398	135.07	0.53592	0.064679	0.43427	0.067743	0.063782	116.99	78.981	0.42565	1.6305	40.638	0.029661	0.014541	1.7374	0.36899	0.1934	2.858	2.882	6,306.8	0.064679	0.17012	0.94475	0.008381	9.6029	4.6214	66.027	5.5281	10.969
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0.001137	0.41424	0.22592	2.7898	63.683	0	0.004218	1.4141	0.71197	0.58576	0.04521	0.033416	0.045863	0.004218	4,630.4	0.078827	2.4141	0.004218	0.005924	50.646	0.48989	0.037063	0.001597	null	0.56995	0.071389	0.90415	0.34873	3.8011	0.57272	0.034665	68.096	5.3601	1.6334	0.035372	0.71197	0.88942	0.87062	0.049682	0.15018	0.21082	0.052056	170.82	120.17	0.01151	2.0072	53.294	0.008628	0.012118	0.85012	0.12623	0.18656	0.90416	1.3439	1,429.2	0.049682	0.001941	0.9942	0.48631	7.2069	3.0374	64.713	5.6403	1.099
0.029986	0.79448	-0.014255	0.97797	-39.996	-0.1195	0.029986	0.21561	1.084	0.1713	0.029986	0.046331	0.046267	0.029986	6,723.5	0.054287	1.2587	0.029986	0.032167	31.235	1.4875	0.04381	0.032167	-0.1195	0.1713	0.054287	0.50943	-0.038837	5.0929	0.85013	0.032167	274.69	1.3287	0.055144	0.04381	0.94078	3.7563	0.31857	0.046996	0.003134	0.45861	0.046996	247.04	215.8	0.37588	0.85472	33.859	0.030666	0.032896	0.79669	0.64721	0.75259	0.46671	0.86793	-1,765.4	0.077483	0.17505	0.92252	0.8597	11.686	1.6914	253.41	1.4403	2.5398
0.032767	0.30831	0.44764	2.4593	35.24	0.38454	0.032767	2.2435	2.7794	0.69169	0.095602	0.10682	0.020217	0.032767	2,002.7	0.18226	3.2435	0.032767	0.011789	20.339	null	0.029223	0.011789	null	0.46836	0.18226	0.46508	1.8225	2.4292	0.009008	0.011789	40.709	8.966	8.9203	0.029223	2.7794	null	0.69169	0.010514	1.0077	0.1952	0.010514	58.473	38.134	0.21156	1.9544	20.555	0.005799	0.002087	2.4468	0.30674	0.11153	2.8161	2.8161	120.26	0.010514	0.047372	0.98849	0	17.946	9.5715	40.281	9.0613	11.316
0.072227	0.35931	0.61677	2.8577	32.076	0	0.075139	1.7831	2.0079	0.64069	0.21893	0.22631	0.053658	0.075139	1,217.2	0.29986	2.7831	0.075139	0.037421	81.352	0.82257	0.071784	0.035971	null	0.61721	0.29175	0.49921	12.042	3.3282	0.17078	0.037421	62.993	5.7943	5.3541	0.084166	2.0079	null	0.64069	0.041917	0.051576	0.11474	0.03575	169.35	88.003	0.16139	1.5097	84.911	0.039181	0.019513	2.6406	0.33201	0.17258	12.509	12.509	1,313.3	0.041917	0.11273	0.9653	0	4.4867	4.1476	60.352	6.0478	39.204
0.27808	0.2215	0.72317	4.9888	122.53	0.020789	0.34692	3.5148	2.1362	0.7785	0.35334	1.9135	0.18083	0.34692	209.29	1.744	4.5148	0.34692	0.1624	21.963	1.3531	0.35305	0.13018	null	0.77157	1.4332	55	7.5704	3.8582	-0.034023	0.16456	37.242	9.8008	8.0223	0.35927	2.1362	20.975	0.8155	0.16818	1.6403	0.018815	0.16527	103.73	81.766	2.1633	4.2798	26.404	0.31368	0.14684	4.0835	0.1813	0.10203	8.1497	8.5369	5,216.9	0.16818	0.3572	0.83763	0.047519	16.619	4.464	30.978	11.782	22.362
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0.15079	0.5842	0.23091	1.4485	85.889	0	0.18543	0.71174	0.87949	0.4158	0.19444	0.36018	0.24102	0.18543	1,005.9	0.36285	1.7117	0.18543	0.21084	30.181	2.4729	0.19103	0.17146	null	0.37561	0.30356	21.206	0.90817	4.4726	0.66353	0.21402	272.5	1.3394	1.1804	0.18991	0.87949	null	0.4158	0.21593	0.001233	0.089501	0.21721	309.23	279.05	2.0735	1.3073	38.493	0.16449	0.18703	1.2765	0.51483	0.74658	1.6353	1.6353	6,854.9	0.21593	0.36266	0.79215	0	12.094	1.308	213.66	1.7083	3.459
0.006135	0.69489	0.29824	1.436	8.3128	0.13115	0.006135	0.43907	3.7178	0.30511	0.039223	0.008968	0.003916	0.006135	17,424	0.020949	1.4391	0.006135	0.00165	20.732	1.0269	0.039222	0.00165	null	0.25735	0.020949	1.1854	16.833	3.0199	0.15587	0.00355	68.043	5.3643	5.2805	0.048391	3.7178	71.069	0.31596	0.013016	0.17239	0.48617	0.01055	84.86	64.128	0.029051	1.1273	21.006	0.0308	0.008284	1.4136	0.68404	0.18642	17.221	17.833	312.25	0.013016	0.020107	0.99835	0.035562	17.605	5.6918	67.157	5.435	209.84
0.057159	0.72184	0.3841	1.6533	32.606	0	0.069934	0.38535	2.4997	0.27816	0.072379	0.11896	0.028446	0.069934	3,705.3	0.098507	1.3854	0.069934	0.027977	24.219	1.0284	0.068321	0.022866	null	0.17477	0.08081	27.942	13.713	4.9855	0.16046	0.028005	89.165	4.0935	3.3339	0.093169	2.4997	null	0.27816	0.037272	0.54618	0.34624	0.027331	95.041	70.822	0.34462	1.3712	25.156	0.067149	0.026862	1.3465	0.58789	0.24429	9.9308	9.9308	37,151	0.037272	0.20549	0.97232	0	15.071	5.1537	85.842	4.252	89.244
0.092539	0.15556	0.45342	4.2506	82.738	0.30143	0.11652	4.2779	1.091	0.66547	0.11652	0.83535	0.13948	0.11652	348.18	1.0483	6.4284	0.11652	0.099663	66.656	0.80316	0.11415	0.07915	0.3564	0.66547	0.89413	1.0652	1.1138	4.5369	-0.052424	0.099663	47.509	7.6828	0.73382	0.11415	1.2358	23.609	0.68154	0.097636	1.5855	0.031824	0.097636	116.06	49.399	0.43341	2.7199	72.721	0.067601	0.05782	3.8115	0.13949	0.13016	1.6347	1.6741	15,611	0.083394	0.13906	0.91661	0.024148	5.4759	7.3888	43.547	8.3818	2.872
0.26678	0.41576	0.62014	3.8908	64.833	0	0.33272	1.4052	1.7168	0.58424	0.33593	1.551	0.20188	0.33272	437.84	0.83364	2.4052	0.33272	0.1938	78.204	0.70047	0.33418	0.15539	null	0.40666	0.67505	103.84	3.7507	4.4496	0.2259	0.19388	56.947	6.4094	3.3071	0.34186	1.7168	null	0.58424	0.19913	0.16362	0.039818	0.19465	169.99	91.784	0.72525	2.1761	97.649	0.3203	0.18656	2.0076	0.21452	0.15602	3.5336	3.5336	17,461	0.19913	0.45663	0.81067	0	4.6673	3.9767	45.608	8.003	10.384
0.2108	0.13343	0.72364	6.4233	233.41	0.61529	0.23145	6.2283	1.2379	0.83105	0.23145	1.7346	0.22796	0.23145	191.4	1.907	7.4945	0.23145	0.20735	50.151	0.88209	0.21871	0.18886	0.74307	0.83105	1.7523	2.4255	5.0629	4.6401	-0.30815	0.20735	54.011	6.7578	1.6391	0.21871	1.1355	null	0.83105	0.19594	3.5821	0.018148	0.19594	123.97	73.815	1.3745	5.2739	62.082	0.1957	0.17533	6.4233	0.13343	0.14798	5.8144	5.8144	31,595	0.19217	0.25366	0.80783	0	7.278	4.9448	43.632	8.3655	7.8095
0.003892	0.8502	0.27146	1.3726	10.36	0	0.003892	0.1762	2.096	0.1498	0.011205	0.005342	0.001857	0.003892	79,735	0.004578	1.1762	0.003892	0.001857	35.78	1.485	0.011205	0.001857	null	0.012959	0.004578	1.5322	null	2.5627	0.27466	0.005346	127.26	2.868	2.4577	0.00653	2.096	6.5313	0.27146	0.003116	0.38482	2.5292	0.005346	125.32	89.539	0.018942	1.0906	35.892	0.011205	0.005346	1.1762	0.72854	0.34867	null	null	99.183	0.003116	0.02598	0.99815	0.81206	10.201	4.0764	126.87	2.877	null
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0.044384	1.0643	-0.5298	0.43939	-158.4	-0.52553	0.044384	-0.14114	1.0741	-0.15021	0.044384	0.046965	0.06554	0.044384	3,489.2	0.10461	0.93959	0.044384	0.026127	16.954	0.98457	0.12534	0.026127	-0.52553	-0.15021	0.10461	0.79254	-0.90601	4.0275	0.59029	0.026127	218.1	1.6735	0.11777	0.12534	1.82	2.8202	-0.030954	0.073786	0.12617	0.18196	0.073786	63.6	46.646	0.56251	0.35589	18.21	0.058392	0.034374	0.39015	0.94504	0.59754	-0.25687	-0.052934	-5,644	0.068995	-0.29548	0.931	-0.79393	21.529	7.8248	203.05	1.7975	2.905
0	0.61148	0.05413	1.089	null	0.097809	0	0.59015	null	0.36086	0	0	null	0	null	0	1.6354	0	null	null	0	0	null	0.11394	0.36086	0	null	0.16035	5.2454	null	null	null	0	0	0	0	127.35	0.36405	null	0.058708	null	null	null	null	0	0.66701	null	0	null	1.0833	0.60829	null	1.069	1.0784	9,524.6	null	0	null	0.008828	0	0	null	0	0
0.18976	0.7068	0.3507	1.6816	0.37986	0.43435	0.18976	0.41482	1.0769	0.2932	0.18976	0.3688	0.067832	0.18976	1,315.8	0.2774	1.4148	0.18976	0.065649	43.805	0.96816	0.20026	0.065649	0.43435	0.2932	0.2774	0.7461	2.6023	4.3833	0.19347	0.065649	69.971	5.2165	0.28333	0.20026	3.0345	2.6959	0.48546	0.069281	0.2887	0.11249	0.069281	90.499	46.695	0.54702	1.0074	47.174	0.19395	0.067098	1.2242	0.51454	0.1917	2.1756	3.6023	8,476.2	0.071424	0.64721	0.92858	0.65576	8.3324	7.8168	64.973	5.6177	21.449
-0.008338	0.665	0.14143	1.3044	-61.268	-0.009876	-0.008103	0.50376	0.92891	0.335	0.017461	-0.017443	0.000669	-0.008103	390,610	0.000934	1.5038	-0.008103	-0.008724	107.52	0.9144	0.009322	-0.008976	null	0.11917	0.000582	0.36466	0.35896	5.1419	0.70847	0.015626	187.59	1.9458	1.3593	0.024971	0.92891	2.5689	0.46438	0.026882	0.058228	1.2283	0.010036	227.49	119.97	-0.03047	0.71543	110.49	0.000598	0.000643	0.91127	0.46457	0.51394	0.85025	1.1786	19,610	0.026882	-0.024888	1.0086	0.38621	3.3947	3.0425	182.54	1.9995	2.3576
0.013141	0.38626	0.38047	2.243	44.2	0	0.013141	1.5889	0.88321	0.61374	0.015213	0.042933	0.055477	0.013141	2,877.4	0.12685	2.5889	0.013141	0.014879	107.62	null	0.007733	0.014879	null	0.49229	0.12685	3.7323	1.2139	3.9275	0.19605	0.015318	111.67	3.2684	2.59	-0.11722	0.88321	null	0.61374	-0.13272	0.70159	0.29538	0.008755	194.98	87.366	0.050464	1.3923	95.007	-0.028124	-0.031843	1.7774	0.30609	0.30596	1.9581	1.9581	3,220	-0.13272	0.021412	0.9872	0	3.3917	4.1778	126.5	2.8855	2.8178
0.30535	0.56153	0.42109	1.7499	46.308	0	0.36987	0.78084	3.2636	0.43847	0.36987	0.65867	0.11496	0.36987	546.27	0.66817	1.7808	0.36987	0.11333	1.8951	null	0.30924	0.093563	null	0.38969	0.55328	null	24.232	3.0107	-0.00698	0.11333	69.331	5.2646	5.2646	0.30736	3.2636	null	0.43847	0.094179	1.0843	0.059501	0.094755	41.8	39.905	18.02	1.7197	2.0922	0.30391	0.093121	1.7499	0.56153	0.18995	25.232	25.232	431.63	0.094179	0.69641	0.88893	0	192.6	9.1466	62.802	5.812	187.81
0.22373	0.3548	0.44368	7.4183	397.89	0	0.22373	1.8185	0.57182	0.6452	0.22377	3.2365	0.39126	0.22373	578.84	0.63057	2.8185	0.22373	0.39126	0	0.99383	0	0.39126	null	0.45728	0.63057	0	0.91068	3.726	0.50878	0.81404	62.878	5.8048	1.131	0.001182	0.57182	null	0.6452	0.002066	0.92656	null	0	286.45	286.45	null	7.4183	0	0	0	1.4453	0.069127	0.17227	1.3243	1.3243	2,361.1	0.29825	0.34676	0.70182	0	null	1.2742	44.125	8.272	1.1737
-0.013368	0.53747	0.18159	1.442	-70.563	-0.007756	-0.014792	0.85284	0.99898	0.45838	-0.014792	-0.036002	0.035496	-0.014792	5,527.7	0.066031	1.8606	-0.014792	-0.014795	130.28	0.62118	0.009644	-0.013371	-0.004364	0.45838	0.06868	0.096357	0.44559	4.0916	0.47171	-0.014795	149.84	2.4359	0.017943	0.009644	1.0179	1.8608	0.58498	0.009646	0.18714	0.29487	0.009646	188.22	57.937	-0.03746	0.5734	130.15	-0.040638	-0.040646	1.1023	0.41087	0.41052	1.1247	1.4354	2,242.3	-0.001026	-0.029165	1.001	0.27621	2.8016	6.3	149.99	2.4334	2.4533
0.19187	0.66413	0.032727	1.0551	-31.647	0.12649	0.23794	0.49122	1.0998	0.32623	0.23794	0.40083	0.10142	0.23794	917.36	0.39788	1.5057	0.23794	0.091328	33.315	1.107	0.24222	0.073642	0.15416	0.32623	0.3285	1.0225	0.087586	4.299	0.24596	0.091328	91.463	3.9907	0.36472	0.24222	2.6133	5.5107	0.39674	0.092971	0.040722	0.081313	0.092971	84.362	51.047	0.80683	0.65454	36.64	0.21592	0.082876	0.94311	0.59362	0.25058	0.87308	1.0618	651.55	0.090741	0.58813	0.90926	0.21613	10.956	7.1503	83.163	4.389	6.9727
0.15671	0.62779	0.34361	1.5528	18.86	0.022427	0.15671	0.59288	2.3051	0.37221	0.18077	0.25213	0.069611	0.15671	1,428.1	0.25559	1.5929	0.15671	0.067986	36.468	0.95314	0.1732	0.067986	null	0.26993	0.25559	7.2011	9.8641	4.0694	0.11074	0.068023	107.61	3.3918	3.3582	0.19686	2.3051	266.61	0.37496	0.085403	0.60426	0.11826	0.07514	93.358	56.89	0.68046	1.1823	39.873	0.16946	0.073515	1.5374	0.62156	0.29482	10.685	10.764	4,031.6	0.085403	0.42104	0.93257	0.007405	10.009	6.4159	98.421	3.7086	66.173
0.11996	0.45114	0.32298	1.737	34.704	0.29632	0.14407	1.159	1.101	0.52288	0.14407	0.32874	0.118	0.14407	980.27	0.37235	2.2166	0.14407	0.10121	23.013	0.99548	0.12436	0.084271	0.34497	0.52288	0.31891	0.96181	1.3526	4.9038	0.31538	0.10121	123.72	2.9503	0.27565	0.12436	1.476	52.073	0.53577	0.08736	0.25803	0.10003	0.08736	166.19	143.18	1.3366	1.5322	25.337	0.10045	0.070563	1.6873	0.43824	0.33895	2.1898	2.2438	25,883	0.091716	0.22942	0.90828	0.024661	15.861	2.5493	112.37	3.2482	5.9616
0.053587	0.84297	0.076598	1.1222	-35.767	-0.000843	0.096387	0.18629	0.84375	0.15703	0.11189	0.15373	0.17134	0.096387	2,128.3	0.1715	1.1863	0.096387	0.11424	62.354	0.98251	0.11189	0.06351	null	0.052744	0.12073	7.2157	0.2584	3.9704	0.95018	0.11924	314	1.1624	0.86457	0.11495	0.84375	2.7661	0.35928	0.13623	0.065918	0.17554	0.13261	286.48	224.13	0.37177	0.89227	72.189	0.063704	0.075501	0.83464	0.62697	0.86028	0.52976	1.212	715.55	0.13623	0.34124	0.88578	1.2879	5.8537	1.6285	271.22	1.3457	2.8464
-0.10531	1.3869	-0.45142	0.66571	-121.54	-0.53754	-0.083138	-0.27897	2.4805	-0.3869	-0.027417	-0.061567	-0.025487	-0.083138	-8,007.2	-0.045584	0.72103	-0.083138	-0.033516	48.863	0.98568	-0.02782	-0.042456	null	-0.64092	-0.061573	-0.49928	-4.4677	4.0935	0.55535	-0.016937	197.1	1.8518	1.8031	-0.02016	2.4805	108.15	-0.38166	-0.008127	0.046937	-5.85	-0.011216	122.95	74.089	-0.31714	0.4198	48.469	-0.047738	-0.019245	0.64818	1.3504	0.54	-3.8292	-3.7773	-5,598	-0.008127	0.2722	1.0334	-0.013547	7.4699	4.9265	198.7	1.8369	24.55
-0.11261	0.51954	0.28006	1.5391	-8.8207	0	-0.10437	0.92478	2.3215	0.48046	-0.085078	-0.20089	-0.022231	-0.10437	-3,674.3	-0.09934	1.9248	-0.10437	-0.044957	52.002	null	-0.085083	-0.048507	null	0.42635	-0.1152	-4.4102	1.3975	3.8773	0.22115	-0.036739	78.776	4.6334	4.6334	-0.085675	2.3215	null	0.48046	-0.036904	0.025286	-0.53577	-0.036649	123.65	71.648	-0.34047	0.90243	50.151	-0.13784	-0.059375	1.5391	0.51954	0.21583	2.3975	2.3975	2,111.5	-0.036904	-0.23438	1.0449	0	7.019	5.0943	81.683	4.4685	11.584
0.25668	0.2232	0.70151	4.2887	22.344	0.072159	0.25668	3.4803	3.1471	0.7768	0.26332	1.2033	0.096296	0.25668	268.83	1.3578	4.4803	0.25668	0.08156	58.771	1.0398	0.26274	0.08156	null	0.32884	1.3578	39.548	8.2349	3.3574	-0.006455	0.081987	26.962	13.538	12.938	0.25939	3.1471	null	0.7768	0.082423	1.228	0.024069	0.083487	75.721	16.95	0.50653	1.9131	64.05	0.21637	0.068752	4.0987	0.21331	0.073868	9.1188	9.1188	1,597.5	0.082423	0.33043	0.91897	0	6.2105	21.534	24.739	14.754	36.943
0.13784	0.10333	0.18507	2.9628	213.96	0	0.13809	8.6781	0.5031	0.89667	0.13815	1.4646	0.4082	0.13809	183.64	1.9876	9.6781	0.13809	0.27448	0	2.1896	0.12659	0.27398	null	0.81862	1.9851	2,348.7	0.25681	4.6371	-0.26471	0.27459	91.403	3.9933	3.644	0.12659	0.5031	null	0.89667	0.25162	2.5219	0.017766	0.25162	30.163	30.163	null	2.9628	0	0.059321	0.11791	2.7036	0.094287	0.25042	1.2443	1.2443	8,024.3	0.25162	0.15373	0.73176	0	null	12.101	68.405	5.3359	0.69813
0.87355	0.1174	0.77804	7.7424	332.04	0.77113	0.87355	7.5176	1.6158	0.8826	0.87642	7.5701	0.55803	0.87355	47.525	7.6801	8.5176	0.87355	0.54063	25.04	1.2804	0.87142	0.54063	null	0.8826	7.6801	303.91	7.3014	3.7545	-0.12561	0.54063	56.252	6.4886	6.3776	0.86705	1.6158	null	0.8826	0.53661	2.7982	0.004351	0.53931	128.88	103.84	7.8806	6.7818	54.035	0.84329	0.5219	7.61	0.1154	0.15412	8.2825	8.2825	4,420.8	0.53661	0.98975	0.46283	0	14.577	3.515	26.067	14.002	15.163
0.11783	0.19053	0.56692	3.9755	66.587	0.37618	0.14685	4.1815	1.1028	0.79669	0.14685	0.77074	0.11627	0.14685	316.13	1.1546	5.2486	0.14685	0.077613	44.371	1.0528	0.15595	0.062279	0.47109	0.79669	1.0023	0.90903	2.3373	5.3915	-0.049466	0.077613	40.535	9.0046	0.81854	0.15595	1.9808	null	0.79669	0.082427	1.6651	0.027343	0.082427	84.923	40.552	0.51231	2.7683	48.934	0.082822	0.043774	3.9755	0.19053	0.11105	3.2845	3.2845	139,660	0.093245	0.1479	0.90676	0	8.2261	9.0008	36.755	9.9305	7.8004
0.12206	0.199	0.53199	3.697	108.33	0.36838	0.15042	3.6738	1.1391	0.73109	0.15042	0.76254	0.16658	0.15042	377.46	0.96699	5.0251	0.15042	0.1302	51.165	0.92207	0.15269	0.10566	0.45271	0.73109	0.82452	1.5055	1.9649	4.8707	0.15943	0.1302	70.991	5.1415	0.76726	0.15269	1.1804	324.72	0.73284	0.13217	0.46806	0.033602	0.13217	201.24	150.07	0.75376	2.876	58.28	0.11067	0.095797	3.6645	0.19726	0.1945	2.7002	2.7067	39,500	0.12209	0.16696	0.87791	0.00239	7.1338	2.4322	62.324	5.8565	4.2668
0.17609	0.14372	0.095422	1.6701	-220.85	0.32483	0.19712	5.7745	1.2614	0.82989	0.19712	1.3842	0.80496	0.19712	253.46	1.4401	6.9582	0.19712	0.76667	302.78	1.7253	0.20359	0.6849	0.34916	0.82989	1.2938	9.9885	0.1252	3.7222	0.53525	0.76667	255.02	1.4313	1.4166	0.20359	0.41076	18.737	0.8312	0.79183	0.050817	0.022138	0.79183	327.36	24.573	0.82563	0.17237	381.94	0.19374	0.75355	1.6548	0.14241	0.69868	1.0889	1.0906	503.31	0.20725	0.21219	0.79275	0.001579	1.2055	14.854	202.17	1.8055	0.33734
0.14234	0.58871	0.17675	1.3002	-16.549	0.19156	0.1737	0.55174	1.0855	0.32482	0.1737	0.29505	0.062556	0.1737	997.35	0.36597	1.6986	0.1737	0.050433	32.981	1.4339	0.15041	0.041328	0.23804	0.32482	0.31271	0.47407	0.75359	5.004	0.16208	0.050433	67.726	5.3894	0.25549	0.15041	3.5113	null	0.32482	0.043671	0.06788	0.10072	0.043671	76.885	43.905	0.45738	0.7716	35.801	0.10866	0.031549	1.3002	0.58871	0.18555	1.3849	1.3849	17,836	0.078791	0.43822	0.92121	0	11.067	8.3134	62.39	5.8503	14.685
0.029271	0.27401	-0.088058	0.39234	-81.942	0.093308	0.035916	1.5849	1.0987	0.43429	0.035916	0.24785	0.17077	0.035916	1,145.3	0.3187	3.6494	0.035916	0.070235	1.732	0.97783	0.048787	0.057241	0.1246	0.43429	0.29445	1.0482	-0.093366	5.184	0.53321	0.070235	113.65	3.2117	0.17805	0.048787	0.52143	0.4216	0.56339	0.095405	0.035178	0.089907	0.095405	36.943	35.211	12.063	0.37559	1.903	-0.002626	-0.005135	0.20749	0.14491	0.31136	0.46047	0.59735	-13,452	0.089849	0.0674	0.91015	0.29727	210.74	10.366	103.43	3.5288	0.5422
0.097222	0.77982	0.11668	1.1496	1.3692	0.03942	0.097222	0.24744	1.0505	0.19296	0.097222	0.12467	0.054853	0.097222	2,037.9	0.1791	1.2823	0.097222	0.038182	15.406	1.2238	0.12289	0.038182	0.03942	0.19296	0.1791	0.50703	1.1274	4.642	0.30145	0.038182	117.43	3.1081	0.15759	0.12289	2.549	null	0.19296	0.048265	0.015909	0.15506	0.048265	126.73	111.33	0.9046	1.0118	16.185	0.080448	0.031595	1.1496	0.77982	0.32174	1.8644	1.8644	5,117.4	0.048092	0.50385	0.95191	0	23.691	3.2786	111.79	3.2652	24.602
0.033205	0.45523	0.16709	1.367	-444.22	0	0.033205	1.1967	1.4079	0.54477	0.05624	0.072941	0.32682	0.033205	361.12	1.0107	2.1967	0.033205	0.023585	81.383	1.1478	0	0.023585	null	0.50063	1.0107	0	0.4424	4.1747	0.31878	0.060002	300.37	1.2152	1.2152	0.022157	1.4079	null	0.54477	0.015738	0.033868	0.035544	0	157.34	75.959	0.10578	0.67747	207.12	-0.42691	-0.30323	1.367	0.45523	0.82293	1.4424	1.4424	2,498.3	0.60708	0.060952	0.42444	0	4.4849	4.8052	118.02	3.0927	3.7276
0.028909	0.92269	-0.25912	0.68437	-105.25	0	0.026652	0.083793	2.0514	0.077314	0.057397	0.032464	0.06053	0.026652	2,712.2	0.13458	1.0838	0.026652	0.012992	50.251	0.98561	0.05725	0.014092	null	0.03416	0.13702	1.8621	-0.59139	4.6939	0.41031	0.024036	153.43	2.3789	2.1167	0.09842	2.0514	4.2471	0.1431	0.047976	0.099749	0.19872	0.027907	85.396	35.145	0.10236	0.34035	52.783	-0.040271	-0.019631	0.60892	0.82097	0.42036	0.17645	0.32661	-12,806	0.047976	0.37391	0.98707	0.85094	7.2636	10.385	146.07	2.4988	4.682
0.046585	0.74612	0.21103	1.3663	-45.173	-0.16891	0.044852	0.30425	1.0959	0.22701	0.044852	0.077862	0.084355	0.044852	2,548.3	0.14323	1.3403	0.044852	0.035404	99.864	0.92721	0.098254	0.036771	-0.17065	0.22701	0.14555	0.84994	0.99118	4.2665	0.52153	0.035404	181.88	2.0068	0.13169	0.098254	1.2788	2.59	0.39707	0.077555	0.15118	0.15305	0.077555	201.67	101.81	0.1344	0.76463	109.44	0.036238	0.028604	1.0549	0.57605	0.49831	1.0662	1.8649	3,897.7	0.087522	0.20521	0.91248	0.74916	3.655	3.5851	165.96	2.1993	5.9503
0.15619	0.25631	0.68104	3.6571	82.215	0.15619	0.19401	2.7911	1.13	0.7154	0.19401	0.75693	0.1114	0.19401	442.05	0.82569	3.9015	0.19401	0.10212	57.228	null	0.19766	0.082213	0.19401	0.7154	0.67814	1.1757	10.871	4.0528	0.081708	0.10212	55.646	6.5593	0.77117	0.19766	1.9167	null	0.7154	0.10404	0.40699	0.039143	0.10404	160.04	102.82	0.52436	2.4949	64.669	0.18004	0.094763	3.6571	0.25631	0.15245	11.42	11.42	7,691.4	0.11507	0.21833	0.88493	0	6.378	3.55	49.243	7.4123	30.327
-0.15729	1.1095	-0.63877	0.4206	-236.38	-0.87427	-0.10123	-0.098729	1.1121	-0.10954	-0.10115	-0.091825	-0.052708	-0.10123	-6,908.8	-0.052831	0.90127	-0.10123	-0.091026	45.069	0.58193	-0.15683	-0.14143	null	-0.15108	-0.10335	-1,749.8	-1.1911	4.0806	0.95728	-0.090946	315.75	1.156	1.1486	-0.1623	1.1121	null	-0.10954	-0.14594	0.070447	-0.32382	-0.14102	126.7	81.626	-1.1454	0.29604	39.329	-0.19945	-0.17933	0.41792	1.1025	0.86506	-0.20426	-0.20426	-7,690	-0.14594	1.4358	1.0863	0	8.0987	4.4716	361.82	1.0088	2.0738
0.027226	0.40699	0.36142	1.888	18.542	-0.12053	0.032353	0.65204	1.0022	0.26537	0.032353	0.079494	0.018081	0.032353	2,101.5	0.17369	2.457	0.032353	0.008275	14.508	1.0373	0.02523	0.006964	-0.13443	0.26537	0.16109	0.064669	1.5606	3.8719	0.025458	0.008275	38.077	9.5858	0.061991	0.02523	3.9541	null	0.26537	0.006453	0.77276	0.2105	0.006453	42.375	27.867	0.1752	1.5062	14.539	-0.013107	-0.003352	1.888	0.40699	0.10432	1.1459	1.1459	2,691	0.002148	0.10259	0.99785	0	25.159	13.098	37.995	9.6064	16.882
0.15249	0.57565	0.20026	1.5882	11.381	0.40533	0.19131	0.71303	1.2016	0.41045	0.19131	0.56196	0.16303	0.19131	952.08	0.38337	1.7372	0.19131	0.14133	43.952	0.92771	0.21956	0.11265	0.50291	0.41045	0.31593	1.9489	0.43602	4.6687	0.32915	0.14133	110.3	3.3091	0.38141	0.21956	1.3744	1.6058	0.64567	0.1622	0.38973	0.076026	0.1622	110.02	66.069	0.9355	1.1095	52.811	0.19018	0.1405	0.93929	0.34044	0.30219	0.89365	1.4058	9,339.7	0.16775	0.3715	0.83225	0.57305	8.3046	5.5245	91.797	3.9762	2.9472
0.12196	0.047472	0.51637	11.877	189.57	0	0.14971	20.065	1.1122	0.95253	0.14987	3.1537	0.1511	0.14971	103.11	3.54	21.065	0.14971	0.13462	2.8992	0.82195	0.13256	0.10966	null	0.92714	2.9553	853.21	1.1839	3.2944	-0.27261	0.13462	17.685	20.639	20.639	0.13237	1.1122	null	0.95253	0.11902	7.4129	0.010487	0.11919	69.554	66.655	13.806	11.691	3.2909	0.11422	0.1027	11.877	0.047472	0.048452	2.1839	2.1839	1,017	0.11902	0.12803	0.86747	0	125.9	5.4759	15.58	23.427	2.5499
0.006884	0.10481	0.65085	7.2099	387.45	-0.002377	0.010436	8.3239	1.0485	0.87242	0.010436	0.099577	0.075279	0.010436	895.31	0.40768	9.5412	0.010436	0.018387	56.257	0.75914	-0.012808	0.012128	0.014319	0.87242	0.37378	-0.23658	2.6637	5.0483	-0.69218	0.018387	70.665	5.1652	-0.1222	-0.012808	0.6062	null	0.87242	-0.022565	4.8963	0.17685	-0.022565	155.93	99.676	0.078687	6.3752	58.984	-0.045099	-0.079457	7.2099	0.10481	0.1936	3.5705	3.5705	72,745	0.04623	0.007891	0.95377	0	6.488	3.6618	67.398	5.4156	2.3229
0.025032	0.71981	-0.25936	0.63279	-69.393	0	0.014763	0.38925	1.7493	0.28019	0.035691	0.020902	0.048826	0.014763	3,076.2	0.11865	1.3893	0.014763	0.00844	11.749	1.034	0.035524	0.01431	null	0.099807	0.13292	1.6975	-0.46896	6.1795	0.40745	0.019866	150.8	2.4204	2.375	0.039687	1.7493	null	0.28019	0.022688	0.010372	0.22599	0.020308	91.731	79.982	0.44456	0.55307	12.022	-0.035121	-0.020078	0.62092	0.70631	0.41315	0.50662	0.50662	-392,140	0.022688	0.089341	0.99157	0	31.066	4.5635	147.38	2.4766	3.1629
0.070801	0.065172	0.51074	8.8368	211.09	0.2338	0.090058	14.252	1.1091	0.92881	0.090058	1.3819	0.09826	0.090058	254.4	1.4348	15.344	0.090058	0.094637	0	1.3134	0.071481	0.0744	0.29233	0.92881	1.1393	0.83314	1.2043	4.9308	-0.4588	0.094637	27.725	13.165	1.0968	0.071481	0.9721	null	0.92881	0.075115	7.8478	0.028595	0.075115	24.723	24.723	null	8.8368	0	0.068033	0.071492	8.8368	0.065172	0.07596	2.1901	2.1901	43,549	0.098408	0.076228	0.90159	0	null	14.764	24.997	14.602	2.2439
1.9002	0.36354	0.49533	2.3625	102.55	0	1.9002	1.7507	3.9464	0.63646	1.9006	5.227	0.5071	1.9002	66.306	5.5048	2.7507	1.9002	0.48151	0.53785	1.4909	0	0.48151	null	1.9002	5.5048	0	3.5097	3.4291	0.071004	0.96301	74.21	4.9185	4.9185	0.004977	3.9464	null	0.63646	0.001261	0.25378	0.11999	0	70.903	70.365	326.77	2.3465	1.1871	-0.101	-0.025591	2.3625	0.36354	0.20332	4.5097	4.5097	1,330.5	0.54691	2.9857	0.45366	0	678.63	5.1873	33.624	10.855	27.963
0.022422	0.15122	0.65026	5.3002	126.28	0.36086	0.026635	5.5968	1.0026	0.84633	0.026635	0.17614	0.069637	0.026635	576.29	0.63336	6.6131	0.026635	0.019366	0	0.43395	0.048243	0.016303	0.43384	0.84633	0.6055	0.35168	3.2755	3.0286	-0.094021	0.019366	40.236	9.0716	0.31903	0.048243	1.4299	null	0.84633	0.035077	3.1336	0.042353	0.035077	86.949	86.949	null	5.3002	0	-0.020896	-0.015194	5.3002	0.15122	0.11023	4.2631	4.2631	694.57	0.002587	0.026493	0.99741	0	null	4.1979	40.132	9.0951	6.9278
0.026141	0.29891	0.19164	1.6512	26.162	0.24829	0.03274	2.0495	1.0476	0.61261	0.03274	0.11126	0.033753	0.03274	1,716.6	0.21263	3.3455	0.03274	0.017387	2.2444	1.1946	0.023773	0.013883	0.30085	0.61261	0.19056	0.13225	0.37279	4.5938	0.12696	0.017387	59.753	6.1085	0.079533	0.023773	1.9329	102.32	0.61725	0.012625	0.37893	0.18001	0.012625	72.574	70.329	2.2577	1.6119	2.3511	-0.007045	-0.003741	1.6256	0.29427	0.16371	1.1917	1.2007	7,521.8	0.045393	0.042672	0.95461	0.007567	162.63	5.1899	57.041	6.3989	3.6629
0.079069	0.2525	0.20476	1.9896	74.219	0.46655	0.10108	2.9603	1.0709	0.7475	0.10108	0.48856	0.13455	0.10108	781.61	0.46699	3.9603	0.10108	0.11534	13.94	0.57785	0.095101	0.090222	0.59307	0.7475	0.3798	1.1621	0.34804	4.4949	0.27749	0.11534	92.285	3.9552	0.37663	0.095101	0.94029	8.294	0.79309	0.10851	0.074234	0.074165	0.10851	165.05	151.11	2.3623	1.8279	14.929	0.078269	0.089309	1.6303	0.20691	0.25283	1.2705	1.348	6,399	0.066233	0.10578	0.93377	0.061002	26.184	2.4154	86.172	4.2357	1.4896
0.04555	0.33135	0.39134	2.1865	92.711	0.16046	0.057686	1.8193	1.0313	0.60284	0.057686	0.1749	0.055999	0.057686	1,650.2	0.22119	3.0179	0.057686	0.044076	5.133	0.99531	0.051745	0.034803	0.20683	0.60284	0.18456	0.40774	1.4035	5.0504	0.10445	0.044076	94.861	3.8477	0.15616	0.051745	1.3354	459.93	0.60436	0.039536	0.74215	0.16175	0.039536	132.86	127.72	2.4748	2.1307	5.2936	0.03614	0.027613	2.1764	0.32983	0.25989	2.162	2.1674	43,953	0.030345	0.07556	0.96966	0.002535	71.108	2.8578	91.983	3.9681	4.6937
-0.19418	0.21817	0.29621	2.4268	4.4549	0	-0.19418	3.5835	0.79488	0.78183	-0.19111	-0.9353	-0.2003	-0.19418	-500.15	-0.72978	4.5835	-0.19418	-0.24429	128.18	0.83729	-0.19653	-0.24429	null	0.63833	-0.72978	-64.099	0.59699	3.3856	0.18897	-0.24215	53.612	6.8081	6.4785	-0.61856	0.79488	null	0.78183	-0.77817	0.32735	-0.04501	-0.24725	200.14	71.958	-0.6956	1.0822	72.087	-0.2315	-0.29123	2.3093	0.20761	0.14688	1.5757	1.5757	719.73	-0.77817	-0.24836	1.1587	0	2.8475	5.0724	95.332	3.8287	1.602
0.019972	0.24418	0.50272	4.1275	169.52	0	0.019972	3.0954	1.3004	0.75582	0.020308	0.12425	0.19802	0.019972	346.1	1.0546	4.0954	0.019972	0.015358	45.973	0.78291	0	0.015358	null	0.70589	1.0546	0	1.4938	4.1078	0.11347	0.034828	68.779	5.3068	3.4935	0.06618	1.3004	6.5621	0.83197	0.050891	0.90656	0.034265	0	145.32	99.345	0.12193	3.1085	70.085	-0.23754	-0.18266	2.7171	0.16074	0.18844	2.2459	2.4721	6,444.1	0.34404	0.026424	0.66873	0.10074	7.9394	3.6741	45.117	8.0901	3.8641
0.065628	0.57413	0.20916	1.3643	-121.49	-0.24835	0.065628	0.74178	1.1936	0.42587	0.072238	0.11431	0.083465	0.065628	2,103.5	0.17352	1.7418	0.065628	0.054984	177.16	1.2461	0.072238	0.054984	null	0.23702	0.17352	10.929	0.96514	3.3259	0.46875	0.054984	184.63	1.977	1.977	0.058546	1.1936	null	0.42587	0.049051	0.027961	0.18015	0.060522	234.62	57.464	0.11328	0.35526	186.3	0.038244	0.032041	1.3643	0.57413	0.50582	1.9651	1.9651	443	0.049051	0.1541	0.94564	0	2.0603	6.3518	175.57	2.0789	5.5076
-0.18897	1.0897	-0.45872	0.57904	-109.73	-0.14013	-0.16698	-0.082315	2.4455	-0.089699	-0.11564	-0.15323	-0.040466	-0.16698	-4,019.2	-0.090815	0.91768	-0.16698	-0.068279	51.725	0.47473	-0.14723	-0.077271	null	-0.33081	-0.11099	-2.8679	-1.2431	3.0949	0.44461	-0.068279	146.26	2.4955	2.4955	-0.27389	2.4455	null	-0.089699	-0.112	0.004824	-0.45857	-0.060203	93.392	41.666	-0.54526	0.26101	46.516	-0.21524	-0.088016	0.57904	1.0897	0.40071	-0.24307	-0.24307	-570.76	-0.112	2.1067	1.0641	0	7.0565	8.7601	162.64	2.2442	6.627
-0.29886	0.74248	-0.13242	0.59126	-106.14	-0.22575	-0.25436	0.34684	0.83421	0.25752	-0.24348	-0.78515	-0.21698	-0.25436	-1,497.2	-0.24379	1.3468	-0.25436	-0.30491	64.744	0.98041	-0.24351	-0.35825	null	-0.52461	-0.30372	-22.385	-0.16379	4.7088	0.8892	-0.29412	107.35	3.4	1.4835	-0.26726	0.83421	1.5318	0.28597	-0.32037	0.07232	-0.14544	-0.29191	73.559	8.8145	-2.0197	0.1345	49.035	-0.31687	-0.37984	0.25798	0.32397	0.29412	0.31854	0.35372	-6,772.2	-0.32037	-1.1605	1.2898	0.11046	5.6376	41.409	141.75	2.575	1.0319
0.079489	0.72868	-0.046478	0.83775	-43.143	0	0.098783	0.37234	1.733	0.27132	0.11578	0.34485	0.065406	0.098783	2,346.4	0.15555	1.3723	0.098783	0.057	30.265	null	0.11558	0.045867	null	0.079489	0.12908	6.7988	-0.061153	3.2937	0.42028	0.066784	64.639	5.6468	2.2198	0.1155	1.733	0.2177	0.71355	0.066645	0.007857	0.18663	0.066693	50.068	19.803	0.55316	0.33609	32.426	0.10101	0.058287	0.32932	0.28645	0.17709	0.35698	0.93885	-91.403	0.066645	0.29298	0.94312	1.63	12.06	18.432	60.331	6.05	2.2802
-0.010051	0.5457	-0.0015	0.99725	-31.118	0.12076	-0.010051	0.83252	3.3555	0.4543	0.001436	-0.018418	0.018141	-0.010051	3,272.1	0.11155	1.8325	-0.010051	-0.002995	30.751	1.0311	-0.009643	-0.002995	null	0.41104	0.11155	-0.83944	-0.003292	3.1421	0.15898	-0.000632	58.857	6.2015	6.2015	-0.028665	3.3555	null	0.4543	-0.008543	0.026475	0.29683	-0.002874	57.625	26.874	-0.035553	0.4792	30.491	-0.080565	-0.02401	0.99725	0.5457	0.16125	0.99671	0.99671	-2.081	-0.008543	-0.022123	1.003	0	11.869	13.582	59.359	6.149	7.3617
0.11807	0.13469	0.57656	5.2805	198.37	0.36458	0.14687	6.4242	1.1759	0.86531	0.14687	1.0904	0.18239	0.14687	285.81	1.2771	7.4242	0.14687	0.15573	56.873	1.1297	0.13952	0.12519	0.45308	0.86531	1.0633	1.7395	1.9968	4.5675	-0.077745	0.15573	61.296	5.9547	1.0358	0.13952	0.95319	null	0.86531	0.14793	1.5555	0.026893	0.14793	194.18	137.31	0.80347	4.1895	66.875	0.11437	0.12127	5.2805	0.13469	0.16793	2.9968	2.9968	21,298	0.14956	0.13645	0.85044	0	6.4178	2.6583	52.129	7.0019	3.2663
0.033372	0.089748	0.10903	2.2789	-2.6961	0.28508	0.033372	10.142	0.28484	0.91025	0.052224	0.39147	0.15117	0.033372	760.79	0.47976	11.142	0.033372	0.11716	141.63	null	0.045276	0.11716	null	0.53576	0.47976	2.4017	0.13531	4.2841	0.27291	0.11748	82.834	4.4064	4.1854	-0.090799	0.28484	null	0.91025	-0.31878	0.1555	0.054431	0.15895	231.96	90.333	0.30195	0.98243	107.4	0.035591	0.12495	2.1647	0.085248	0.22694	1.1297	1.1297	2,097.1	-0.31878	0.036663	0.92596	0	2.5771	4.0406	109.24	3.3413	0.35351
0.009846	0.18284	0.62466	5.3631	82.637	-1.9323	0.009846	4.4692	1.8046	0.81716	0.013688	0.068774	0.043921	0.009846	842.01	0.43349	5.4692	0.009846	0.005456	61.803	0.72929	0	0.005456	null	-1.9138	0.43349	0	2.6906	3.6876	-0.079915	0.010912	36.087	10.115	7.9199	0.025777	1.8046	34.913	0.8304	0.014284	2.3028	0.087803	0	88.62	26.817	0.032224	3.2289	77.018	-0.069413	-0.038465	4.1994	0.14317	0.098868	3.5197	3.5767	3,042.4	0.19755	0.012049	0.80879	0.016203	5.9059	13.611	28.958	12.605	7.7728
-0.032907	0.47585	0.52423	2.1019	0.094584	0	-0.032907	1.1015	2.4769	0.52415	-0.027863	-0.069166	-0.009241	-0.032907	-7,588	-0.048102	2.1015	-0.032907	-0.013285	71.643	0.79325	0	-0.013285	null	0.31111	-0.048102	0	null	2.606	0.19211	-0.026571	99.524	3.6674	3.6669	0.055382	2.4769	null	0.52415	0.022359	0.079022	1.5833	0	141.82	70.177	-0.067685	1.08	101.7	-0.010018	-0.004044	2.1015	0.47577	0.27267	null	null	211.62	0.29555	-0.062781	0.70651	0	5.0947	5.2011	70.11	5.2061	null
-0.02861	0.39896	0.023525	1.1198	-8.7809	0	-0.02861	1.5065	0.53491	0.60104	-0.023229	-0.14573	0.019246	-0.02861	14,145	0.025804	2.5065	-0.02861	-0.053484	23.166	0.98298	-0.024084	-0.053484	null	0.5798	0.025804	-4.4766	0.030154	3.8769	0.5093	-0.051816	116.45	3.1345	1.5424	-0.080422	0.53491	5.9456	0.63231	-0.15035	0.66302	0.89731	-0.045024	61.192	38.027	-0.8427	0.9469	20.138	-0.062988	-0.11775	0.55103	0.19631	0.31904	0.77041	0.81048	177.18	-0.15035	-0.0476	1.0482	0.052018	15.756	9.5986	133.96	2.7248	0.68564
0.043926	0.64876	0.11837	1.1964	-92.069	0	0.04686	0.54141	1.3879	0.35124	0.13604	0.077772	0.063155	0.04686	2,701.5	0.13511	1.5414	0.04686	0.033763	108.93	0.73442	0.13601	0.031649	null	0.20873	0.13059	1.5251	0.42411	3.8125	0.45534	0.053222	175.09	2.0846	1.9361	0.13186	1.3879	6.635	0.39747	0.095009	0.052701	0.12231	0.097995	181.23	72.307	0.10605	0.50902	120.36	0.095214	0.068602	1.1112	0.60253	0.4797	1.2585	1.4241	768.68	0.095009	0.12506	0.96646	0.1316	3.3509	5.0479	158.46	2.3035	4.9729
-0.005205	1.1837	-0.19294	0.80885	-182.03	-0.32286	-0.005205	-0.15519	0.89293	-0.1837	0.002887	-0.005157	0.013838	-0.005205	34,965	0.010439	0.84481	-0.005205	-0.005829	32.48	2.69	-0.007348	-0.005829	null	-0.26545	0.010439	-0.90809	-1.051	4.7865	1.2528	0.003233	435.7	0.83773	0.71435	0.047361	0.89293	4.3889	-0.01579	0.05304	0.20932	3.8633	-0.008229	247.36	214.88	-0.065504	0.73012	34.3	-0.02491	-0.027896	0.68971	1.0094	1.1937	-1.0006	-0.086009	-11,801	0.05304	0.028334	1.0057	-0.91405	11.238	1.6986	412.59	0.88466	4.8639
0.21549	0.23845	0.47704	3.1732	108.63	0	0.24987	3.1938	1.1146	0.76155	0.25468	1.1383	0.25098	0.24987	311.13	1.1732	4.1938	0.24987	0.22418	71.079	0.76133	0.22611	0.19334	null	0.57906	1.029	47.008	1.5721	3.9979	0.012859	0.2285	89.871	4.0614	3.7389	0.22304	1.1146	30.859	0.77709	0.20011	1.021	0.03105	0.20287	154.72	83.638	0.99284	2.1844	88.861	0.19624	0.17607	2.9212	0.21951	0.24622	2.5097	2.5609	4,747	0.20011	0.28296	0.78201	0.020404	5.1351	4.364	71.887	5.0774	3.6731
0.062551	0.6977	0.14985	1.2226	-25.494	-0.021321	0.062551	0.43329	1.5736	0.3023	0.073597	0.092931	0.03975	0.062551	4,071.2	0.089654	1.4333	0.062551	0.03975	34.394	1.031	0	0.03975	null	0.041231	0.089654	0	0.84639	3.5832	0.44332	0.091412	250.73	1.4558	1.4044	0.034522	1.5736	null	0.3023	0.021938	0.10556	null	0	174.4	140.01	0.42184	1.0023	55.235	0	0	1.1795	0.6731	0.68692	1.7074	1.7074	573.99	0.37731	0.20692	0.63096	0	10.612	2.607	156.13	2.3378	8.8879
0.064749	0.1279	0.30487	3.4763	67.259	0.19044	0.096424	6.2752	1.1145	0.80258	0.096424	0.78318	0.10684	0.096424	320.82	1.1377	7.8187	0.096424	0.070801	22.443	0.76215	0.13741	0.047543	0.26165	0.80258	0.89004	1.1245	0.53298	4.0761	-0.058734	0.070801	36.774	9.9255	1.0744	0.13741	1.3738	72.003	0.80736	0.1009	1.7047	0.022547	0.1009	58.454	36.012	0.77323	2.7961	25.012	0.088326	0.064855	3.3463	0.12312	0.10075	1.4031	1.4114	3,632.8	0.10272	0.080676	0.89728	0.005957	16.264	10.136	32.996	11.062	2.3809
0.041206	0.35793	0.53112	2.4839	148.6	0.052317	0.061969	0.64918	1.0414	0.23236	0.061969	0.17313	0.063981	0.061969	1,850.9	0.1972	2.7939	0.061969	0.056171	3.5699	1.102	0.050649	0.037351	0.084826	0.23236	0.13919	0.4781	4.7869	4.8326	-0.22725	0.056171	123.32	2.9598	0.14151	0.050649	1.123	null	0.23236	0.045911	1.9423	0.19856	0.045911	64.128	60.559	3.8189	2.4537	3.7176	0.042034	0.038101	2.4839	0.35793	0.33786	2.0942	2.0942	36,125	0.039721	0.17734	0.96028	0	102.24	6.0272	118.42	3.0822	9.9431
0.021097	0.26577	0.19009	1.7584	-7.6569	0.17999	0.028085	2.2191	1.0386	0.58977	0.028085	0.11206	0.11986	0.028085	829.32	0.44012	3.7626	0.028085	0.02878	77.269	0.70824	0.032003	0.021619	0.23014	0.58977	0.41382	0.3406	0.33988	4.8759	0.25288	0.02878	97.361	3.7489	0.12041	0.032003	1.0073	15.466	0.60491	0.032794	0.082147	0.072279	0.032794	157.14	79.871	0.10212	0.93417	80.251	-0.056883	-0.058289	1.6583	0.25063	0.26674	1.0545	1.0816	14,283	0.037161	0.035771	0.96284	0.025669	4.7238	4.5698	93.743	3.8936	1.7449
0.006086	0.27595	0.1021	1.8243	-27.158	0.12171	0.006822	2.1479	1.0095	0.59273	0.006822	0.055074	0.18348	0.006822	1,473.5	0.24771	3.6238	0.006822	0.01831	122.39	0.57022	0.014685	0.016336	0.14944	0.59273	0.24505	0.39789	0.13191	4.7293	0.69513	0.01831	122.5	2.9797	0.053215	0.014685	0.40146	0.66433	0.74482	0.039416	0.14007	0.11903	0.039416	204.38	81.99	0.048717	0.81572	123.55	-0.046851	-0.12575	0.81886	0.12386	0.33561	0.76577	0.96226	5,474.4	0.009363	0.010268	0.99064	0.25659	2.9822	4.4518	121.35	3.0078	0.48132
-0.1705	0.84118	0.1601	1.1925	-17.76	-0.31543	-0.1705	0.1888	3.9772	0.15882	0.032197	-0.20505	-0.041463	-0.1705	-1,861.9	-0.19604	1.1888	-0.1705	-0.04287	31.707	0.85129	0.03071	-0.04287	null	-0.47838	-0.19604	0.15151	19.046	3.1169	0.17206	-0.04287	76.659	4.7613	4.7065	0.018139	3.9772	null	0.15882	0.004561	0.20024	0.77226	0.007722	75.722	44.015	-0.49351	0.77704	0.004561	0.025112	0.006314	1.1788	0.8315	0.21002	18.894	18.894	209.55	0.004561	-1.0736	1.0425	0	11.512	8.2926	76.309	4.7832	473.14
-0.023698	0.47004	0.049963	1.6445	-33.285	0	-0.023698	1.1275	0.36978	0.52996	0.011289	-0.3057	0.029571	-0.023698	15,690	0.023264	2.1275	-0.023698	-0.064088	72.219	0.4352	0.011289	-0.064088	null	0.49573	0.023264	0.32267	0.057263	3.1697	1.2183	0.03053	77.934	4.6834	0.77242	0.006712	0.36978	0.13839	0.92248	0.01815	0.34445	0.34118	0.03053	99.48	27.261	-0.32391	0.70071	73.554	-0.023344	-0.063129	0.27122	0.077522	0.21352	0.60739	1.0573	73.855	0.01815	-0.044717	1.0632	0.74065	5.0541	13.389	76.52	4.77	0.42381
0.04204	0.74571	0.24657	1.3307	-176.54	-0.04282	0.04204	0.341	2.2543	0.25429	0.067003	0.056375	0.1241	0.04204	972.93	0.37516	1.341	0.04204	0.018649	148.57	3.5662	0	0.018649	null	-0.000781	0.37516	0	31.957	2.8944	0.31918	0.039426	166.83	2.1878	2.1878	0.010941	2.2543	null	0.25429	0.004854	0.051785	0.10456	0	154.41	5.8374	0.045814	0.10013	205.29	-0.23772	-0.10545	1.3307	0.74571	0.45707	32.957	32.957	193.34	0.27628	0.16532	0.7409	0	2.4567	62.528	120.74	3.023	292.16
0.059282	0.73069	0.10729	1.1578	-16.032	0	0.074992	0.36857	2.398	0.26931	0.089625	0.1103	0.051412	0.074992	2,163.3	0.16873	1.3686	0.074992	0.031273	25.092	0.64446	0.086553	0.024721	null	0.22959	0.14722	5.915	0.50419	3.4979	0.24441	0.037375	106.9	3.4145	3.1772	0.076424	2.398	12.259	0.32008	0.03187	0.27689	0.18062	0.036094	91.165	66.073	0.3596	0.91534	25.918	0.038259	0.015955	1.0774	0.67992	0.29287	1.2656	1.5042	337.65	0.03187	0.22012	0.96899	0.18851	14.546	5.5242	103.49	3.5269	11.269
0.011815	0.30627	0.27954	2.1622	21.869	0.044401	0.027491	2.1736	1.1473	0.66572	0.054657	0.11429	0.060489	0.027491	1,610.8	0.2266	3.2651	0.027491	0.023961	10.399	1.2799	0.048898	0.010298	0	0.65567	0.17542	1.7999	0.58245	5.2529	0.26694	0.023961	87.098	4.2368	3.3274	0.13934	1.1473	7.4137	0.73146	0.12145	0.78231	0.11242	0.042619	105.59	95.19	0.36148	2.0263	11.707	0.006989	0.006091	1.6981	0.24053	0.23603	1.3871	1.5241	2.1622	0.12145	0	0.89097	0.098751	35.101	3.8344	76.52	4.77	2.3906
0.13638	0.29757	0.70243	3.3605	53.066	-0.071121	0.16838	2.3605	2.6876	0.70243	0.16954	0.56584	0.062649	0.16838	645.06	0.56584	3.3605	0.16838	0.062649	44.782	0.83292	0.16089	0.050743	null	0.54361	0.4583	138.4	null	2.6742	-0.10942	0.063082	42.981	8.4921	8.4921	0.16062	2.6876	null	0.70243	0.059763	1.9889	0.061651	0.059863	55.432	10.65	0.41359	2.2524	47.628	0.16089	0.059863	3.3605	0.29757	0.11776	null	null	331.72	0.059762	0.19415	0.93756	0	8.1506	34.273	40.413	9.0318	null

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weiqi001/bankruptcy-early-warning-data

The processed table behind the Corporate Bankruptcy Early-Warning System.

Derived from UCI ML Repository dataset 365 by src/prepare_data.py: the 3year.arff ARFF file parsed to CSV, with rows carrying no usable ratios dropped. No values are imputed or transformed here - that happens inside the model pipeline, so this file is the raw analysis table.


Rows	10,503 firm-years
Columns	65 (64 ratios + target)
Target	`bankrupt` - filed within 3 years
Positives	495 (4.71%)
Missing cells	9,888
SHA-256	`16aee66f41ae1417e0bbcee72ac2e5521736dfe98463888fff6e9f5345b048dc`

data_dictionary.csv gives the financial definition, family and missing rate of every ratio.

Caveat

Polish filings, bankrupt firms 2000-2012 and survivors 2007-2013. Absolute default rates are calibrated to that population and should not be read as current rates for another market.

Citation

Zieba, M., Tomczak, S. K., & Tomczak, J. M. (2016). Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction. Expert Systems with Applications, 58, 93-101.

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Total file size:

5.2 MB