Datasets:

awacke1
/

NPI-20240107

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'SR.' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2116, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1963, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: 'SR.' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1524, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1099, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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NPI int64	EntityTypeCode int64	ReplacementNPI null	EmployerIdentificationNumberEIN null	ProviderOrganizationNameLegalBusinessName null	ProviderLastNameLegalName string	ProviderFirstName string	ProviderMiddleName string	ProviderNamePrefixText string	ProviderNameSuffixText null	ProviderCredentialText string	ProviderOtherOrganizationName null	ProviderOtherOrganizationNameTypeCode null	ProviderOtherLastName string	ProviderOtherFirstName string	ProviderOtherMiddleName null	ProviderOtherNamePrefixText null	ProviderOtherNameSuffixText null	ProviderOtherCredentialText null	ProviderOtherLastNameTypeCode float64	ProviderFirstLineBusinessMailingAddress string	ProviderSecondLineBusinessMailingAddress string	ProviderBusinessMailingAddressCityName string	ProviderBusinessMailingAddressStateName string	ProviderBusinessMailingAddressPostalCode string	ProviderBusinessMailingAddressCountryCodeIfoutsideUS string	ProviderBusinessMailingAddressTelephoneNumber float64	ProviderBusinessMailingAddressFaxNumber float64	ProviderFirstLineBusinessPracticeLocationAddress string	ProviderSecondLineBusinessPracticeLocationAddress string	ProviderBusinessPracticeLocationAddressCityName string	ProviderBusinessPracticeLocationAddressStateName string	ProviderBusinessPracticeLocationAddressPostalCode string	ProviderBusinessPracticeLocationAddressCountryCodeIfoutsideUS string	ProviderBusinessPracticeLocationAddressTelephoneNumber int64	ProviderBusinessPracticeLocationAddressFaxNumber float64	ProviderEnumerationDate string	LastUpdateDate string	NPIDeactivationReasonCode null	NPIDeactivationDate null	NPIReactivationDate null	ProviderGenderCode string	AuthorizedOfficialLastName null	AuthorizedOfficialFirstName null	AuthorizedOfficialMiddleName null	AuthorizedOfficialTitleorPosition null	AuthorizedOfficialTelephoneNumber null	HealthcareProviderTaxonomyCode null	ProviderLicenseNumber null	ProviderLicenseNumberStateCode null	HealthcareProviderPrimaryTaxonomySwitch null	HealthcareProviderTaxonomyCode.1 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1,023,012,358	1	null	null	null	KOMANDUR	REVATI	null	DR.	null	MD	null	null	null	null	null	null	null	null	null	PSC 10 BOX 1265	null	APO	AE	091420013	US	3,145,907,351	null	LANDSTUHL REGIONAL MEDICAL CENTER	UNIT 33100	APO	AE	09180	US	3,145,907,351	null	05/23/2005	03/08/2023	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	03/06/2023
1,912,900,390	1	null	null	null	FELLER	SHARON	PATRICIA	DR.	null	DDS	null	null	null	null	null	null	null	null	null	PSC 808 BOX 19	null	FPO	AE	096180001	US	null	null	US NAVAL HOSPITAL	VIA CONTRADA BOSCARIELLO	GRICIGNANO DI AVERSA	CE	81030	IT	818,116,000	null	05/31/2005	03/24/2022	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	03/24/2022
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1,861,498,545	1	null	null	null	AMSINK	LAURA	ELLEN	null	null	M.D.	null	null	null	null	null	null	null	null	null	UNIT 33100	null	APO	AE	091803100	US	3,145,908,567	null	UNIT 33100 BOX CMR402	null	APO	AE	091803100	US	3,145,908,567	null	06/27/2005	09/26/2022	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	09/26/2022
1,881,691,855	1	null	null	null	GOH	CHOON	TECK	DR.	null	D.M.D.	null	null	GOH	PETER	null	null	null	null	5	BFV DENTAL CLINIC MANNHEIM	UNIT 29940	APO	AE	09086	US	496,217,304,545	499,318,042,524	BFV DENTAL CLINIC	UNIT 29940	APO	AE	09086	US	496,217,304,545	499,318,042,524	07/05/2005	04/06/2009	null	null	null	M	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1,932,108,644	1	null	null	null	TRAVER	KAREN	S	null	null	RD	null	null	null	null	null	null	null	null	null	LANDSTUHL REGIONAL MEDICAL CENTER	ATTN: MCEUL-DCCS (CREDENTIALS) CMR 402	APO	AE	09180	DE	11,496,371,868,839	11,496,371,866,133	LANSTUHL REGIONAL MEDICAL CENTER	UNIT 21414, BOX 218	APO	AE	09705	BE	113,265,445,948	113,265,445,953	07/15/2005	07/08/2007	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	X	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1,235,139,494	1	null	null	null	JOYCE	KATHRYN	null	null	null	N.P	null	null	null	null	null	null	null	null	null	LANDSTUHL REGIONAL MEDICAL	UNIT 33100	APO	AE	09180	US	3,145,902,686	null	LANDSTUHL REGIONAL MEDICAL	UNIT 33100	APO	AE	091803100	US	3,145,902,686	null	07/28/2005	03/09/2023	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	03/07/2023
1,104,826,171	1	null	null	null	MUELLER	EMILY	EVANS	null	null	LCSW	null	null	EVANS	EMILY	null	null	null	null	1	CMR 467 BOX 1726	null	APO	AE	090960018	US	3,145,901,440	null	CMR 402	null	APO	AE	09180	US	3,145,901,440	null	07/29/2005	11/04/2022	null	null	null	F	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	11/04/2022
1,205,836,202	1	null	null	null	RIVERA	JUAN	PEDRO	DR.	null	M.D.	null	null	null	null	null	null	null	null	null	LANDSTUHL REGIONAL MEDICAL CENTER	UNIT 33100	APO	AE	091803100	US	3,145,905,837	null	LANDSTUHL REGIONAL MEDICAL CENTER	UNIT 33100	APO	AE	091803100	US	3,145,905,837	null	08/01/2005	08/14/2023	null	null	null	M	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	08/14/2023
1,326,049,842	1	null	null	null	LOWREY	DAVID	ALLEN	DR.	null	D.D.S.	null	null	null	null	null	null	null	null	null	USS EMORY S. LAND (AS 39)	null	FPO	AE	095452610	IT	390,789,798,574	null	USS EMORY S. LAND (AS 39)	null	FPO	AE	095452610	IT	390,789,798,574	null	08/09/2005	07/21/2022	null	null	null	M	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	X	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1,598,757,767	1	null	null	null	COX	E	DARRIN	DR.	null	M.D.	null	null	null	null	null	null	null	null	null	CMR 411	BOX 5695	APO	AE	09112	US	1,622,962,545	null	5005 N PIEDRAS ST	WBAMC DOS	EL PASO	TX	799205001	US	9,157,421,971	null	08/15/2005	04/17/2013	null	null	null	M	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	N	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
1,164,414,371	1	null	null	null	BURTON	BRET	DAVID	DR.	null	M.D.	null	null	null	null	null	null	null	null	null	UNIT 3865	null	APO	AE	09126	DE	1,149,656,169	3,409	UNIT 3865	null	APO	AE	09126	DE	1,149,656,169	3,409	08/16/2005	07/08/2007	null	null	null	M	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	X	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

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NPI and Identification 🆔 NPI: National Provider Identifier, a unique identification number for covered health care providers. 🧑 EntityTypeCode: Indicates whether the provider is an individual (1) or an organization (2). 🔁 ReplacementNPI: NPI that replaces a previous NPI, if applicable. 💼 EmployerIdentificationNumberEIN: Tax identification number for the provider, if they are an organization. Provider Names and Credentials 🏢 ProviderOrganizationNameLegalBusinessName: Legal business name of the provider, if an organization. 👨‍👩‍👧 ProviderLastNameLegalName: Last (family) name of the provider, if an individual. 📛 ProviderFirstName: First (given) name of the provider, if an individual. 🌟 ProviderMiddleName: Middle name of the provider, if applicable. 📌 ProviderNamePrefixText: Prefix to the provider's name (e.g., Dr., Mr., Ms.). 🏷️ ProviderNameSuffixText: Suffix to the provider's name (e.g., Jr., Sr., III). 🎓 ProviderCredentialText: Credentials of the provider (e.g., MD, DDS, RN). Other Provider Information 🏥 ProviderOtherOrganizationName: Other organization name used by the provider. 🔠 ProviderOtherOrganizationNameTypeCode: Type code for the other organization name. 🔄 ProviderOtherLastName: Other last name used by the provider. ➡️ ProviderOtherFirstName: Other first name used by the provider. 🆗 ProviderOtherMiddleName: Other middle name used by the provider. 🔼 ProviderOtherNamePrefixText: Other prefix to the provider's name. 🔽 ProviderOtherNameSuffixText: Other suffix to the provider's name. 📜 ProviderOtherCredentialText: Other credentials used by the provider. 🈯 ProviderOtherLastNameTypeCode: Type code for the other last name used. Business Mailing Address 📫 ProviderFirstLineBusinessMailingAddress: First line of the provider's business mailing address. 📬 ProviderSecondLineBusinessMailingAddress: Second line of the provider's business mailing address. 🏙️ ProviderBusinessMailingAddressCityName: City name of the provider's business mailing address. 📍 ProviderBusinessMailingAddressStateName: State name of the provider's business mailing address. 📮 ProviderBusinessMailingAddressPostalCode: Postal code of the provider's business mailing address. 🌍 ProviderBusinessMailingAddressCountryCodeIfoutsideUS: Country code if outside the U.S. 📞 ProviderBusinessMailingAddressTelephoneNumber: Telephone number for the business mailing address. 📠 ProviderBusinessMailingAddressFaxNumber: Fax number for the business mailing address. Business Practice Location Address 🏠 ProviderFirstLineBusinessPracticeLocationAddress: First line of the provider's business practice location address. 🏡 ProviderSecondLineBusinessPracticeLocationAddress: Second line of the provider's business practice location address. 🌆 ProviderBusinessPracticeLocationAddressCityName: City name of the provider's practice location. 🗺️ ProviderBusinessPracticeLocationAddressStateName: State name of the provider's practice location. 🛂 ProviderBusinessPracticeLocationAddressPostalCode: Postal code of the provider's practice location. 🌏 ProviderBusinessPracticeLocationAddressCountryCodeIfoutsideUS: Country code if the practice location is outside the U.S. 📲 ProviderBusinessPracticeLocationAddressTelephoneNumber: Telephone number for the practice location. 🖨️ ProviderBusinessPracticeLocationAddressFaxNumber: Fax number for the practice location. Dates and Status 📅 ProviderEnumerationDate: The date the provider was first added to the NPI registry. 🔄 LastUpdateDate: The date of the last update to the provider's information. ❌ NPIDeactivationReasonCode: Reason code for NPI deactivation, if applicable. 🔚 NPIDeactivationDate: Date of NPI deactivation, if applicable. 🔙 NPIReactivationDate: Date of NPI reactivation, if applicable. Provider Details Provider Details 🚹🚺 ProviderGenderCode: Gender code of the provider (if an individual). 👤 AuthorizedOfficialLastName: Last name of the authorized official. 👤 AuthorizedOfficialFirstName: First name of the authorized official. 👤 AuthorizedOfficialMiddleName: Middle name of the authorized official. 📝 AuthorizedOfficialTitleorPosition: Title or position of the authorized official. 📞 AuthorizedOfficialTelephoneNumber: Telephone number of the authorized official. Licensing and Taxonomy (For brevity, the descriptions for Healthcare Provider Taxonomy Codes, Provider License Numbers, and State Codes are grouped together due to their repetitive nature across multiple entries.)

🧬 HealthcareProviderTaxonomyCode: Code indicating the provider's specific type or classification of health care supply. 🔑 ProviderLicenseNumber: License number assigned to the provider. 🗺️ ProviderLicenseNumberStateCode: State code where the provider is licensed. 🔀 HealthcareProviderPrimaryTaxonomySwitch: Indicates if the taxonomy code is the provider's primary code. Other Identifiers (Repeated for multiple other identifiers with type codes, states, and issuers.)

🔖 OtherProviderIdentifier: Other identifiers used to identify the provider. 🆔 OtherProviderIdentifierTypeCode: Type code of the other identifier. 🗺️ OtherProviderIdentifierState: State code related to the other identifier. 🏢 OtherProviderIdentifierIssuer: Issuer of the other identifier. Organizational Details and Certification ❓ IsSoleProprietor: Indicates if the provider is a sole proprietor. 🏢 IsOrganizationSubpart: Indicates if the provider is a subpart of an organization. 🏢 ParentOrganizationLBN: Legal business name of the parent organization. 💼 ParentOrganizationTIN: Tax Identification Number of the parent organization. 📛 AuthorizedOfficialNamePrefixText: Prefix of the authorized official's name. 🏷️ AuthorizedOfficialNameSuffixText: Suffix of the authorized official's name. 🎓 AuthorizedOfficialCredentialText: Credentials of the authorized official. 🧩 HealthcareProviderTaxonomyGroup: Group taxonomy codes indicating shared characteristics. This comprehensive outline provides a detailed understanding of the data structure, making it easier for educators and students alike to navigate and utilize the information effectively in various learning scenarios.

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