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The dataset generation failed because of a cast error
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 4 new columns ({'gender', 'race', 'encounter_id', 'age'}) and 114 missing columns ({'glyburide_metformin_Up', 'race_Hispanic', 'number_emergency_mean', 'A1Cresult_is_missing', 'number_outpatient', 'number_inpatient_sum', 'weight_25_50)', 'weight_125_150)', 'weight_150_175)', 'payer_code_is_missing', 'gender_Male', 'repaglinide_Up', 'insulin_Up', 'A1Cresult_Norm', 'repaglinide_No', 'pioglitazone_No', 'care_utilization_risk_score', 'bmi_overweight', 'insulin_Steady', 'glimepiride_pioglitazone_Steady', 'glimepiride_Steady', 'metformin_Up', 'number_outpatient_max', 'number_emergency', 'weight_is_missing', 'race_Caucasian', 'medical_specialty_is_missing', 'diag_2_cat_target_encoded', 'pioglitazone_Up', 'glyburide_metformin_Steady', 'diag_3_cat_target_encoded', 'race_Asian', 'weight_175_200)', 'med_diagnosis_interaction', 'glipizide_metformin_Steady', 'chlorpropamide_No', 'insulin_No', 'A1Cresult_8', 'age_bucket', 'number_inpatient_max', 'rosiglitazone_Up', 'acarbose_Up', 'glyburide_Steady', 'los_medication_interaction', 'nateglinide_Steady', 'glyburide_No', 'chlorpropamide_Up', 'number_emergency_max', 'bmi_underweight', 'nateglinide_No', 'medical_specialty_target_encoded', 'diag_3_target_encoded', 'total_visits', 'bmi_normal', 'medication_complexity_score', 'gender_Unknown_Invalid', 'diag_1_cat_target_encoded', 'bmi_obese', 'max_glu_serum_300', 'admission_type_id', 'tolazamide_Steady', 'number_outpatient_sum', 'chlorpropamide_Steady', 'race_is_missing', 'time_in_hospital', 'miglitol_No', 'num_lab_procedures', 'race_Other', 'glipizide_Steady', 'discharge_disposition_id', 'miglitol_Steady', 'metformin_pioglitazone_Steady', 'glimepiride_Up', 'number_inpatient', 'nateglinide_Up', 'diabetesMed_Yes', 'age_target_encoded', 'glyburide_Up', 'pioglitazone_Steady', 'miglitol_Up', 'weight_50_75)', 'metformin_Steady', 'number_inpatient_mean', 'glipizide_No', 'tolazamide_Up', 'diag_1_target_encoded', 'num_medications', 'max_glu_serum_Norm', 'number_diagnoses', 'target', 'metformin_rosiglitazone_Steady', 'change_No', 'repaglinide_Steady', 'number_emergency_sum', 'rosiglitazone_Steady', 'num_procedures', 'tolbutamide_Steady', 'admission_source_id', 'rosiglitazone_No', 'glyburide_metformin_No', 'diag_2_target_encoded', 'number_outpatient_mean', 'acetohexamide_Steady', 'weight_100_125)', 'metformin_No', 'unique_diagnosis_categories', 'weight_75_100)', 'acarbose_No', 'glimepiride_No', 'acarbose_Steady', 'payer_code_target_encoded', 'glipizide_Up', 'weight_0_25)', 'troglitazone_Steady'}).
This happened while the csv dataset builder was generating data using
hf://datasets/auphong2707/hospital-readmission-risk-data/splits/train_demographics.csv (at revision 4a61a3591f079628c72f5edbc7494ca7dda8741d)
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/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
race: string
gender: string
age: string
encounter_id: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 710
to
{'admission_type_id': Value('float64'), 'discharge_disposition_id': Value('float64'), 'admission_source_id': Value('float64'), 'time_in_hospital': Value('float64'), 'num_lab_procedures': Value('float64'), 'num_procedures': Value('float64'), 'num_medications': Value('float64'), 'number_outpatient': Value('float64'), 'number_emergency': Value('float64'), 'number_inpatient': Value('float64'), 'number_diagnoses': Value('float64'), 'A1Cresult_is_missing': Value('float64'), 'weight_is_missing': Value('float64'), 'race_is_missing': Value('float64'), 'medical_specialty_is_missing': Value('float64'), 'payer_code_is_missing': Value('float64'), 'unique_diagnosis_categories': Value('float64'), 'number_outpatient_mean': Value('float64'), 'number_outpatient_max': Value('float64'), 'number_outpatient_sum': Value('float64'), 'number_emergency_mean': Value('float64'), 'number_emergency_max': Value('float64'), 'number_emergency_sum': Value('float64'), 'number_inpatient_mean': Value('float64'), 'number_inpatient_max': Value('float64'), 'number_inpatient_sum': Value('float64'), 'total_visits': Value('float64'), 'medication_complexity_score': Value('float64'), 'care_utilization_risk_score': Value('float64'), 'age_bucket': Value('float64'), 'bmi_underweight': Value('float64'), 'bmi_normal': Value('float64'), 'bmi_overweight': Value('float64'), 'bmi_obese': Value('float64'), 'los_medication_interaction': Value('float64'), 'med_diagnosis_interaction': Value('float64'), 'race_Asian': Value('float64')
...
, 'pioglitazone_No': Value('float64'), 'pioglitazone_Steady': Value('float64'), 'pioglitazone_Up': Value('float64'), 'rosiglitazone_No': Value('float64'), 'rosiglitazone_Steady': Value('float64'), 'rosiglitazone_Up': Value('float64'), 'acarbose_No': Value('float64'), 'acarbose_Steady': Value('float64'), 'acarbose_Up': Value('float64'), 'miglitol_No': Value('float64'), 'miglitol_Steady': Value('float64'), 'miglitol_Up': Value('float64'), 'troglitazone_Steady': Value('float64'), 'tolazamide_Steady': Value('float64'), 'tolazamide_Up': Value('float64'), 'insulin_No': Value('float64'), 'insulin_Steady': Value('float64'), 'insulin_Up': Value('float64'), 'glyburide_metformin_No': Value('float64'), 'glyburide_metformin_Steady': Value('float64'), 'glyburide_metformin_Up': Value('float64'), 'glipizide_metformin_Steady': Value('float64'), 'glimepiride_pioglitazone_Steady': Value('float64'), 'metformin_rosiglitazone_Steady': Value('float64'), 'metformin_pioglitazone_Steady': Value('float64'), 'change_No': Value('float64'), 'diabetesMed_Yes': Value('float64'), 'age_target_encoded': Value('float64'), 'payer_code_target_encoded': Value('float64'), 'medical_specialty_target_encoded': Value('float64'), 'diag_1_target_encoded': Value('float64'), 'diag_2_target_encoded': Value('float64'), 'diag_3_target_encoded': Value('float64'), 'diag_1_cat_target_encoded': Value('float64'), 'diag_2_cat_target_encoded': Value('float64'), 'diag_3_cat_target_encoded': Value('float64'), 'target': 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 1339, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
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 4 new columns ({'gender', 'race', 'encounter_id', 'age'}) and 114 missing columns ({'glyburide_metformin_Up', 'race_Hispanic', 'number_emergency_mean', 'A1Cresult_is_missing', 'number_outpatient', 'number_inpatient_sum', 'weight_25_50)', 'weight_125_150)', 'weight_150_175)', 'payer_code_is_missing', 'gender_Male', 'repaglinide_Up', 'insulin_Up', 'A1Cresult_Norm', 'repaglinide_No', 'pioglitazone_No', 'care_utilization_risk_score', 'bmi_overweight', 'insulin_Steady', 'glimepiride_pioglitazone_Steady', 'glimepiride_Steady', 'metformin_Up', 'number_outpatient_max', 'number_emergency', 'weight_is_missing', 'race_Caucasian', 'medical_specialty_is_missing', 'diag_2_cat_target_encoded', 'pioglitazone_Up', 'glyburide_metformin_Steady', 'diag_3_cat_target_encoded', 'race_Asian', 'weight_175_200)', 'med_diagnosis_interaction', 'glipizide_metformin_Steady', 'chlorpropamide_No', 'insulin_No', 'A1Cresult_8', 'age_bucket', 'number_inpatient_max', 'rosiglitazone_Up', 'acarbose_Up', 'glyburide_Steady', 'los_medication_interaction', 'nateglinide_Steady', 'glyburide_No', 'chlorpropamide_Up', 'number_emergency_max', 'bmi_underweight', 'nateglinide_No', 'medical_specialty_target_encoded', 'diag_3_target_encoded', 'total_visits', 'bmi_normal', 'medication_complexity_score', 'gender_Unknown_Invalid', 'diag_1_cat_target_encoded', 'bmi_obese', 'max_glu_serum_300', 'admission_type_id', 'tolazamide_Steady', 'number_outpatient_sum', 'chlorpropamide_Steady', 'race_is_missing', 'time_in_hospital', 'miglitol_No', 'num_lab_procedures', 'race_Other', 'glipizide_Steady', 'discharge_disposition_id', 'miglitol_Steady', 'metformin_pioglitazone_Steady', 'glimepiride_Up', 'number_inpatient', 'nateglinide_Up', 'diabetesMed_Yes', 'age_target_encoded', 'glyburide_Up', 'pioglitazone_Steady', 'miglitol_Up', 'weight_50_75)', 'metformin_Steady', 'number_inpatient_mean', 'glipizide_No', 'tolazamide_Up', 'diag_1_target_encoded', 'num_medications', 'max_glu_serum_Norm', 'number_diagnoses', 'target', 'metformin_rosiglitazone_Steady', 'change_No', 'repaglinide_Steady', 'number_emergency_sum', 'rosiglitazone_Steady', 'num_procedures', 'tolbutamide_Steady', 'admission_source_id', 'rosiglitazone_No', 'glyburide_metformin_No', 'diag_2_target_encoded', 'number_outpatient_mean', 'acetohexamide_Steady', 'weight_100_125)', 'metformin_No', 'unique_diagnosis_categories', 'weight_75_100)', 'acarbose_No', 'glimepiride_No', 'acarbose_Steady', 'payer_code_target_encoded', 'glipizide_Up', 'weight_0_25)', 'troglitazone_Steady'}).
This happened while the csv dataset builder was generating data using
hf://datasets/auphong2707/hospital-readmission-risk-data/splits/train_demographics.csv (at revision 4a61a3591f079628c72f5edbc7494ca7dda8741d)
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
admission_type_id float64 | discharge_disposition_id float64 | admission_source_id float64 | time_in_hospital float64 | num_lab_procedures float64 | num_procedures float64 | num_medications float64 | number_outpatient float64 | number_emergency float64 | number_inpatient float64 | number_diagnoses float64 | A1Cresult_is_missing float64 | weight_is_missing float64 | race_is_missing float64 | medical_specialty_is_missing float64 | payer_code_is_missing float64 | unique_diagnosis_categories float64 | number_outpatient_mean float64 | number_outpatient_max float64 | number_outpatient_sum float64 | number_emergency_mean float64 | number_emergency_max float64 | number_emergency_sum float64 | number_inpatient_mean float64 | number_inpatient_max float64 | number_inpatient_sum float64 | total_visits float64 | medication_complexity_score float64 | care_utilization_risk_score float64 | age_bucket float64 | bmi_underweight float64 | bmi_normal float64 | bmi_overweight float64 | bmi_obese float64 | los_medication_interaction float64 | med_diagnosis_interaction float64 | race_Asian float64 | race_Caucasian float64 | race_Hispanic float64 | race_Other float64 | gender_Male float64 | gender_Unknown_Invalid float64 | weight_0_25) float64 | weight_100_125) float64 | weight_125_150) float64 | weight_150_175) float64 | weight_175_200) float64 | weight_25_50) float64 | weight_50_75) float64 | weight_75_100) float64 | max_glu_serum_300 float64 | max_glu_serum_Norm float64 | A1Cresult_8 float64 | A1Cresult_Norm float64 | metformin_No float64 | metformin_Steady float64 | metformin_Up float64 | repaglinide_No float64 | repaglinide_Steady float64 | repaglinide_Up float64 | nateglinide_No float64 | nateglinide_Steady float64 | nateglinide_Up float64 | chlorpropamide_No float64 | chlorpropamide_Steady float64 | chlorpropamide_Up float64 | glimepiride_No float64 | glimepiride_Steady float64 | glimepiride_Up float64 | acetohexamide_Steady float64 | glipizide_No float64 | glipizide_Steady float64 | glipizide_Up float64 | glyburide_No float64 | glyburide_Steady float64 | glyburide_Up float64 | tolbutamide_Steady float64 | pioglitazone_No float64 | pioglitazone_Steady float64 | pioglitazone_Up float64 | rosiglitazone_No float64 | rosiglitazone_Steady float64 | rosiglitazone_Up float64 | acarbose_No float64 | acarbose_Steady float64 | acarbose_Up float64 | miglitol_No float64 | miglitol_Steady float64 | miglitol_Up float64 | troglitazone_Steady float64 | tolazamide_Steady float64 | tolazamide_Up float64 | insulin_No float64 | insulin_Steady float64 | insulin_Up float64 | glyburide_metformin_No float64 | glyburide_metformin_Steady float64 | glyburide_metformin_Up float64 | glipizide_metformin_Steady float64 | glimepiride_pioglitazone_Steady float64 | metformin_rosiglitazone_Steady float64 | metformin_pioglitazone_Steady float64 | change_No float64 | diabetesMed_Yes float64 | age_target_encoded float64 | payer_code_target_encoded float64 | medical_specialty_target_encoded float64 | diag_1_target_encoded float64 | diag_2_target_encoded float64 | diag_3_target_encoded float64 | diag_1_cat_target_encoded float64 | diag_2_cat_target_encoded float64 | diag_3_cat_target_encoded float64 | target int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-0.709083 | -0.514945 | 0.308403 | -0.815502 | -0.258216 | -0.815974 | -0.381983 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.062039 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | -2.943529 | 3.186969 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.609185 | 0.47738 | 0.360753 | -0.748597 | 0.265682 | -0.303246 | 0.273766 | -0.023512 | -0.379226 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.815502 | -1.581986 | -0.815974 | -0.924724 | 0 | 0 | -0.632442 | -2.297329 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | -0.021036 | 0.192523 | -0.225438 | -0.632442 | -0.590287 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.354812 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -0.56444 | 0.47738 | 0.360753 | -0.65146 | -1.62966 | -0.785781 | -1.280895 | -0.808241 | 0.863451 | 0 |
-0.709083 | -0.514945 | 0.308403 | 1.261886 | 0.352754 | -0.181375 | -0.517669 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.191316 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | 0.919978 | 0.47738 | 0.360753 | -0.03267 | 0.62267 | 0.164622 | 0.972181 | -0.076726 | -0.379226 | 0 |
-0.709083 | 0.242026 | 0.308403 | -0.12304 | 0.098183 | -0.815974 | -1.196094 | 0 | 0 | 0.598302 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 1.290496 | 1.753248 | 0.609476 | 0.598302 | 1.456724 | 0.598302 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.800206 | -0.837702 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | -2.943529 | -0.313778 | 10.942531 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.609185 | 0.47738 | 0.186001 | -0.131532 | -0.434115 | 0.591422 | -0.068856 | 1.805231 | 0.012494 | 1 |
-0.709083 | -0.514945 | 0.062004 | -0.469271 | -0.207302 | -0.815974 | -1.331779 | 0 | 0 | -0.632442 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.311719 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | 0.609185 | 0.47738 | 0.360753 | 1.785484 | -1.62966 | -0.725466 | 0.273766 | -0.808241 | -0.379226 | 0 |
-0.709083 | -0.514945 | 0.308403 | -1.161733 | -0.920101 | -0.815974 | -1.87452 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | 6.60561 | 1.016933 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.484089 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -0.03996 | 0.47738 | 0.360753 | -0.189465 | -0.08282 | 1.247102 | 1.634854 | -0.101501 | -0.988726 | 0 |
0.675155 | -0.514945 | -1.169988 | -0.469271 | -2.040214 | -0.181375 | 0.567812 | 0 | 0 | -0.632442 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.306229 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -1.509502 | 0.646992 | -1.298083 | -0.426398 | 3.47168 | 0.387037 | -1.464264 | 5.163129 | 0.427649 | 0 |
0.675155 | -0.514945 | -1.169988 | -1.161733 | -0.716444 | 0.453224 | 1.110553 | 0 | 0 | 0.598302 | -2.817056 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.021036 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.053165 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | -12.003479 | 12.12847 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.609185 | 0.47738 | -0.109871 | -0.433047 | -1.62966 | -1.113872 | 0.273766 | -0.808241 | -0.988726 | 0 |
-0.709083 | -0.514945 | 0.308403 | 0.223192 | -0.003645 | -0.815974 | 2.060348 | 0 | 0 | 0.598302 | -0.21842 | -2.233773 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 1.233006 | 0.145635 | 0.598302 | 1.456724 | 0.598302 | -2.202074 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.118323 | 1.374376 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | -2.021053 | 2.129564 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.062527 | -1.066847 | 0.360753 | 1.656728 | -0.355155 | 0.363941 | -0.068856 | -0.898227 | -0.988726 | 1 |
2.751513 | -0.514945 | 2.772387 | -0.469271 | 1.523782 | 2.357021 | 0.839183 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 1.101457 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | -1.509502 | 0.47738 | -1.298083 | -0.789289 | -0.613392 | -0.565354 | 0.273766 | -0.076726 | 3.199852 | 0 |
-0.709083 | 0.431268 | 0.308403 | 0.915654 | 1.62561 | 0.453224 | -0.110613 | 0 | 0 | -0.632442 | 0.821035 | -2.233773 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.754558 | 0.196516 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.919978 | 0.47738 | 0.360753 | -0.626953 | 0.813985 | 2.092551 | 1.634854 | 5.163129 | 3.199852 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.12304 | 1.523782 | -0.815974 | 0.839183 | 0 | 0 | -0.632442 | 0.821035 | -2.233773 | 0.178431 | -0.151386 | 1.016933 | -0.807538 | -2.085039 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 1.101457 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | -4.321858 | 4.578134 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | 0.646992 | 0.360753 | 1.309804 | 0.414513 | 0.448806 | 0.273766 | -0.076726 | -0.379226 | 0 |
-0.709083 | -0.136459 | 0.308403 | 0.223192 | 0.963725 | -0.815974 | 0.025072 | 0 | 0 | -0.632442 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.118323 | -0.593512 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | -3.604897 | 3.700936 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.919978 | 0.47738 | 0.360753 | -0.045018 | -0.017985 | -1.102272 | -1.464264 | -0.898227 | -0.379226 | 0 |
-0.709083 | 0.431268 | 2.772387 | -1.161733 | -1.480158 | -0.815974 | 0.160757 | 0 | 0 | 1.829047 | 0.301308 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 1.233006 | 0.145635 | 1.829047 | -0.590287 | 1.829047 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 0.21088 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.609185 | 0.47738 | 0.360753 | 1.080966 | -0.400169 | 0.201805 | 0.273766 | -0.898227 | -0.379226 | 0 |
0.675155 | -0.514945 | -1.169988 | -0.815502 | -0.869187 | -0.181375 | 1.653293 | 0 | 0 | -0.632442 | -0.21842 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -2.085039 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 1.072729 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.919978 | 0.47738 | -0.109871 | -0.171753 | 0.265682 | -0.863485 | -0.068856 | -0.023512 | 0.012494 | 0 |
-0.016964 | -0.514945 | -1.169988 | 1.608117 | 0.149098 | -0.815974 | -0.110613 | 0 | 0 | 0.598302 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.665333 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | -2.021053 | 2.129564 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | -2.943529 | 3.186969 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.609185 | 0.47738 | 0.360753 | 1.138413 | -0.017985 | 0.201805 | -1.280895 | -0.898227 | -0.379226 | 0 |
-0.016964 | 0.431268 | -0.430793 | -0.12304 | 0.047269 | -0.181375 | 0.025072 | 0 | 0 | 0.598302 | 0.301308 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 0.095967 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | 0.47738 | 0.186001 | -0.040602 | 0.001069 | 2.20175 | -0.068856 | 0.988321 | 2.63685 | 0 |
-0.709083 | -0.514945 | 0.308403 | -1.161733 | -1.072844 | -0.815974 | -1.331779 | 0 | 0 | 1.829047 | -0.21842 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 2.227304 | 1.233006 | -0.039901 | 1.829047 | -0.590287 | 1.829047 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.139349 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | -2.943529 | 3.186969 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.609185 | 0.47738 | 0.360753 | -1.192954 | -1.62966 | -1.610238 | 0.273766 | -0.808241 | 0.012494 | 0 |
-0.709083 | 3.45915 | 0.308403 | 0.915654 | 0.250926 | -0.181375 | 0.160757 | 0 | 0 | -0.632442 | -0.21842 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | -2.202074 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.754558 | -0.03331 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | -4.321858 | 4.578134 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.062527 | 0.47738 | 0.360753 | 1.785484 | 0.265682 | 0.221112 | 0.273766 | -0.023512 | 0.012494 | 0 |
-0.709083 | 0.431268 | 0.308403 | 1.608117 | 1.727439 | -0.815974 | 0.025072 | 0 | 0 | -0.632442 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.593512 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | 0.609185 | 0.47738 | 0.360753 | 1.080966 | 0.000929 | -0.875045 | 0.273766 | -0.076726 | 0.012494 | 0 |
0.675155 | -0.136459 | -1.169988 | 0.223192 | 0.149098 | -0.181375 | 1.246238 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 1.477857 | 1.753248 | 1.537157 | -0.632442 | 1.456724 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.118323 | 1.489289 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | -1.066847 | 2.924156 | -0.701756 | 1.678411 | 0.221112 | 1.634854 | -0.076726 | 0.012494 | 0 |
-0.709083 | -0.136459 | 0.308403 | 0.915654 | 1.727439 | -0.815974 | 1.246238 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 1.489289 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | -3.604897 | 3.700936 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.919978 | 0.47738 | 0.360753 | 1.080966 | -0.355155 | 0.201805 | 0.273766 | -0.898227 | -0.379226 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.469271 | -0.003645 | 0.453224 | -0.924724 | 0 | 0 | -0.632442 | -0.738147 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -2.085039 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.96698 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | -4.321858 | 4.578134 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -1.509502 | 0.47738 | 0.186001 | 0.05182 | -0.359019 | -1.102272 | 0.273766 | -0.076726 | -0.379226 | 0 |
-0.016964 | 0.431268 | -1.169988 | 0.569423 | 0.352754 | 1.087823 | 1.246238 | 0 | 0 | -0.632442 | 0.821035 | -2.233773 | -5.604415 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.021036 | 0.192523 | -0.225438 | -0.632442 | 1.456724 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.436441 | 1.489289 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | -3.241355 | -0.2268 | -2.021053 | 2.129564 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | -3.604897 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | -2.895295 | -0.109871 | -0.792444 | 0.000929 | 0.175114 | -0.068856 | -0.076726 | -0.379226 | 0 |
-0.709083 | -0.514945 | 0.308403 | 0.223192 | 0.709154 | 0.453224 | -0.381983 | 0 | 0 | 1.829047 | 0.821035 | 0.447673 | -5.604415 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 1.477857 | 1.233006 | 0.145635 | 1.829047 | -0.590287 | 1.829047 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.062039 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | -3.867543 | 3.955732 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | 0.47738 | -0.109871 | 0.789812 | -1.230891 | -0.472373 | 0.972181 | -0.101501 | -0.938962 | 0 |
-0.016964 | 0.242026 | -0.184394 | 2.300579 | -0.054559 | -0.815974 | -0.381983 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 1.233006 | 0.516707 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.062039 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | -0.03996 | 0.47738 | 0.186001 | 0.301044 | -0.817113 | -1.113872 | -0.068856 | -0.023512 | -0.988726 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.469271 | 1.829267 | -0.815974 | -0.110613 | 0 | 0 | 0.598302 | -0.21842 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.234408 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | -2.644818 | 2.815858 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -1.509502 | 0.47738 | 0.360753 | -0.792444 | 0.000929 | -1.113872 | -0.068856 | -0.076726 | -0.988726 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.469271 | 0.760068 | 2.357021 | -1.467464 | 0 | 0 | -0.632442 | -1.777601 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.455361 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -0.03996 | 0.47738 | 0.360753 | 1.520824 | 0.557064 | -1.113872 | -0.944779 | -0.898227 | -0.988726 | 0 |
-0.709083 | 2.70218 | 0.308403 | -0.12304 | 0.861897 | -0.815974 | 0.296442 | 0 | 0 | 1.829047 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 1.852581 | 1.753248 | 1.537157 | 1.829047 | 1.456724 | 1.829047 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.800206 | 0.584348 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -1.509502 | 0.47738 | 0.360753 | -0.8119 | -0.345878 | 2.45066 | -1.280895 | -0.023512 | -0.988726 | 0 |
-0.016964 | 2.70218 | -0.430793 | 1.261886 | 0.607326 | 1.087823 | 2.196034 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 2.072676 | 2.39423 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | 0.47738 | 0.186001 | -0.454364 | 0.743868 | 0.448806 | -1.280895 | -0.898227 | -0.379226 | 0 |
2.059393 | -0.514945 | 2.772387 | 0.569423 | -1.683815 | -0.181375 | -0.924724 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 1.436441 | -0.579148 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | 8.956948 | -6.049096 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.56444 | -2.015577 | 0.146901 | -0.209822 | 1.953409 | 1.381456 | 0.972181 | -0.808241 | -0.988726 | 0 |
-0.709083 | 0.431268 | 0.308403 | 2.300579 | -0.207302 | 1.722422 | 0.974868 | 0 | 0 | 0.598302 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 1.230734 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | -3.867543 | 3.955732 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | -2.185052 | 0.360753 | -0.189465 | 1.268085 | 1.403924 | 1.634854 | -0.023512 | 0.012494 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.12304 | 0.149098 | -0.815974 | -0.246298 | 0 | 0 | -0.632442 | 0.821035 | -2.233773 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.800206 | 0.067239 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.609185 | 0.47738 | 0.146901 | -1.00793 | 0.265682 | 0.221112 | 1.634854 | -0.023512 | 0.012494 | 0 |
-0.709083 | -0.136459 | 0.308403 | -0.469271 | -0.258216 | -0.181375 | 0.432127 | 0 | 0 | 0.598302 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.021036 | 0.192523 | -0.225438 | 0.598302 | 1.456724 | 0.598302 | 1.454981 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.482088 | 0.713625 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.919978 | 0.47738 | 0.360753 | 1.571742 | 0.62267 | -1.344126 | 0.972181 | -0.076726 | -0.379226 | 0 |
0.675155 | -0.514945 | -1.169988 | -0.815502 | -1.480158 | 2.357021 | -0.381983 | 0 | 0 | 0.598302 | 0.821035 | 0.447673 | -5.604415 | -0.151386 | 1.016933 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -0.062039 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | -0.56444 | 0.47738 | -1.298083 | 1.543804 | 0.265682 | 2.013391 | 0.273766 | -0.023512 | -0.379226 | 1 |
-0.709083 | -0.514945 | 0.062004 | 1.954348 | -0.563702 | 0.453224 | 0.432127 | 0 | 0 | -0.632442 | -1.257874 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 2.708911 | -0.37805 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | -2.021053 | -0.46958 | 9.767043 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | -4.321858 | 4.578134 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -1.509502 | -2.015577 | 0.146901 | 0.789812 | -0.936842 | -1.113872 | 0.972181 | -0.023512 | -0.988726 | 0 |
-0.709083 | -0.514945 | 0.308403 | 0.915654 | 0.200012 | 0.453224 | 1.924663 | 0 | 0 | 1.829047 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 1.852581 | 1.753248 | 1.537157 | 1.829047 | -0.590287 | 1.829047 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 2.135676 | -0.080707 | -1.828423 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -1.509502 | 0.47738 | 0.360753 | 0.107122 | -0.215362 | 2.20175 | -0.395399 | -0.808241 | 2.63685 | 1 |
-0.709083 | 1.377481 | 0.308403 | -0.815502 | -0.30913 | -0.181375 | 0.432127 | 0 | 0 | 1.829047 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 2.227304 | 1.233006 | -0.039901 | 1.829047 | 1.456724 | 1.829047 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.163971 | 0.713625 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | 1.077904 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | 2.822635 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | 0.609185 | 0.47738 | -0.742529 | 0.732438 | 0.460683 | 0.904574 | -0.304111 | -0.076726 | 0.977034 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.12304 | 1.62561 | 1.087823 | -0.246298 | 0 | 0 | -0.632442 | 0.301308 | -2.233773 | 0.178431 | -0.151386 | -0.983349 | 1.238332 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | 1.456724 | -0.632442 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | 0.800206 | -0.133859 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.56444 | 0.47738 | 0.360753 | -0.315959 | 0.62267 | 0.769124 | 0.273766 | -0.076726 | -0.988726 | 0 |
-0.016964 | -0.514945 | -0.430793 | 0.569423 | 1.014639 | -0.815974 | -1.331779 | 0 | 0 | 0.598302 | -1.777601 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | 0.989063 | 0 | 0 | 0 | 0 | 0 | 0 | 0.728411 | 0.192523 | -0.225438 | 0.598302 | -0.590287 | 0.598302 | -0.983056 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.397904 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | -1.832414 | -0.56444 | -2.015577 | 0.655495 | -0.004021 | 0.044465 | -1.113872 | -0.068856 | 0.988321 | -0.988726 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.469271 | 1.676524 | -0.815974 | 0.025072 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 0.325793 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | -3.604897 | 3.700936 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | -1.077356 | 0.545728 | -0.03996 | 0.47738 | 0.360753 | 0.853177 | 0.537919 | 0.031484 | -0.068856 | 5.163129 | 0.012494 | 0 |
-0.016964 | 0.052783 | 0.308403 | -0.469271 | -2.142043 | -0.181375 | -1.196094 | 0 | 0 | -0.632442 | -0.738147 | 0.447673 | 0.178431 | -0.151386 | -0.983349 | -0.807538 | -0.547988 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | -1.139349 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | -3.604897 | 3.700936 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | 1.073017 | -0.65976 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.609185 | -1.066847 | 0.186001 | -0.615161 | -0.359019 | -1.102272 | -0.068856 | -0.076726 | -0.379226 | 0 |
-0.709083 | -0.514945 | 0.308403 | -0.469271 | -0.003645 | 1.722422 | 0.025072 | 0 | 0 | -0.632442 | 0.821035 | 0.447673 | 0.178431 | -0.151386 | 1.016933 | 1.238332 | -2.085039 | 0 | 0 | 0 | 0 | 0 | 0 | -0.770482 | -0.847959 | -0.410974 | -0.632442 | -0.590287 | -0.632442 | 0.235963 | -0.020865 | 0.092551 | -0.087398 | -0.021852 | -0.472264 | 0.325793 | -0.080707 | 0.54692 | -0.14379 | -0.124888 | -0.927727 | -0.00649 | -0.020865 | -0.078565 | -0.038052 | -0.018358 | -0.010598 | -0.030683 | -0.093929 | 0.136072 | -0.111645 | 0.165314 | 0.308513 | -0.2268 | 0.494792 | -0.46958 | -0.102385 | 0.122843 | -0.116197 | -0.03332 | 0.083735 | -0.081757 | -0.014512 | 0.028546 | -0.027797 | -0.005299 | 0.231382 | -0.21843 | -0.057408 | 0 | 0.378098 | -0.355132 | -0.086414 | 0.339728 | -0.313778 | -0.091387 | -0.01402 | 0.2774 | -0.270202 | -0.047148 | 0.258562 | -0.252798 | -0.04056 | 0.054763 | -0.053591 | -0.009913 | 0.018737 | -0.017172 | -0.005299 | -0.005299 | -0.020526 | -0.003747 | -0.931952 | 1.515702 | -0.354279 | 0.083309 | -0.082451 | -0.009178 | -0.010598 | -0.003747 | -0.005299 | -0.003747 | 0.928198 | 0.545728 | 0.609185 | 0.47738 | 0.360753 | -0.789289 | 0.414513 | -1.344126 | 0.273766 | -0.076726 | -0.379226 | 0 |
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Check out the documentation for more information.
Hospital Readmission Risk - Preprocessed Dataset
Dataset Description
This dataset contains preprocessed hospital readmission data for diabetic patients. The goal is to predict 30-day hospital readmissions to enable proactive interventions.
Dataset Summary
- Total samples: 101,766
- Features: 113
- Target: Binary (0=No readmission, 1=Readmission within 30 days)
- Class distribution: No readmission: 90,409 (88.8%), Readmission: 11,357 (11.2%)
Data Splits
- Training: 71,236 samples
- Validation: 15,265 samples
- Test: 15,265 samples
Preprocessing Applied
- Missing Value Handling: Median/mode imputation with group-wise strategies
- Data Validation: Value ranges, data types, and domain constraints checked
- Outlier Treatment: IQR-based winsorization
- Feature Engineering:
- Diagnosis code aggregation into clinical categories
- Utilization features (group-by statistics)
- Medication complexity scores
- Age/BMI categorical buckets
- Interaction features
- Encoding: One-hot (low-cardinality) + CV-safe target encoding (high-cardinality)
- Normalization: StandardScaler applied
Usage
import pandas as pd
# Load full dataset
data = pd.read_csv('hospital_readmission_full.csv')
X = data.drop('target', axis=1)
y = data['target']
# Or load splits
train = pd.read_csv('splits/train.csv')
val = pd.read_csv('splits/validation.csv')
test = pd.read_csv('splits/test.csv')
Citation
Original Dataset: Diabetes 130-US Hospitals for Years 1999-2008
UCI Machine Learning Repository
https://archive.ics.uci.edu/dataset/296/diabetes-130-us-hospitals-for-years-1999-2008
License
See original dataset license from UCI Machine Learning Repository.
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