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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 16 new columns ({'insurance_amount_usd', 'license_type', 'state', 'zip', 'bond_amount_usd', 'bond_company', 'city', 'company_name', 'signal', 'license_status', 'insurance_company', 'license_effective_date', 'signal_date', 'insurance_expiration_date', 'county', 'license_expiration_date'}) and 23 missing columns ({'permit_number', 'market_value_usd', 'tract_median_home_value_usd', 'permit_class', 'tract_owner_occupied_pct', 'issue_date', 'in_100yr_floodplain', 'permit_type', 'expires_date', 'home_age_years', 'tract_median_household_income_usd', 'year_built', 'census_tract', 'fetched_at', 'property_file_use', 'job_address', 'flood_zone', 'code_cases_5yr', 'stalled_reason', 'valuation_usd', 'last_code_case_date', 'job_zip', 'permit_status'}).
This happened while the csv dataset builder was generating data using
hf://datasets/citysignalsdata/city-signals-free-samples/oregon-new-contractor-licenses-sample.csv (at revision 284870c717cbefdc2d9054c1e64f7936c2a544a6), ['hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/austin-stalled-permits-property-facts-sample.csv', 'hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/oregon-new-contractor-licenses-sample.csv', 'hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/sample-restaurant-signals-4-cities.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1856, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 811, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 822, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
company_name: string
city: string
county: string
state: string
zip: int64
license_type: string
license_status: string
license_effective_date: double
license_expiration_date: string
bond_company: string
bond_amount_usd: double
insurance_company: string
insurance_amount_usd: double
insurance_expiration_date: string
signal: string
signal_date: string
source_url: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2412
to
{'stalled_reason': Value('string'), 'permit_number': Value('string'), 'permit_class': Value('string'), 'permit_type': Value('string'), 'valuation_usd': Value('int64'), 'issue_date': Value('string'), 'expires_date': Value('string'), 'permit_status': Value('string'), 'job_address': Value('string'), 'job_zip': Value('int64'), 'market_value_usd': Value('int64'), 'year_built': Value('int64'), 'home_age_years': Value('int64'), 'code_cases_5yr': Value('int64'), 'last_code_case_date': Value('string'), 'census_tract': Value('int64'), 'tract_median_household_income_usd': Value('int64'), 'tract_median_home_value_usd': Value('int64'), 'tract_owner_occupied_pct': Value('float64'), 'flood_zone': Value('string'), 'in_100yr_floodplain': Value('string'), 'source_url': Value('string'), 'fetched_at': Value('string'), 'property_file_use': Value('string')}
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 1379, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 16 new columns ({'insurance_amount_usd', 'license_type', 'state', 'zip', 'bond_amount_usd', 'bond_company', 'city', 'company_name', 'signal', 'license_status', 'insurance_company', 'license_effective_date', 'signal_date', 'insurance_expiration_date', 'county', 'license_expiration_date'}) and 23 missing columns ({'permit_number', 'market_value_usd', 'tract_median_home_value_usd', 'permit_class', 'tract_owner_occupied_pct', 'issue_date', 'in_100yr_floodplain', 'permit_type', 'expires_date', 'home_age_years', 'tract_median_household_income_usd', 'year_built', 'census_tract', 'fetched_at', 'property_file_use', 'job_address', 'flood_zone', 'code_cases_5yr', 'stalled_reason', 'valuation_usd', 'last_code_case_date', 'job_zip', 'permit_status'}).
This happened while the csv dataset builder was generating data using
hf://datasets/citysignalsdata/city-signals-free-samples/oregon-new-contractor-licenses-sample.csv (at revision 284870c717cbefdc2d9054c1e64f7936c2a544a6), ['hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/austin-stalled-permits-property-facts-sample.csv', 'hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/oregon-new-contractor-licenses-sample.csv', 'hf://datasets/citysignalsdata/city-signals-free-samples@284870c717cbefdc2d9054c1e64f7936c2a544a6/sample-restaurant-signals-4-cities.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)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.
stalled_reason string | permit_number string | permit_class string | permit_type string | valuation_usd int64 | issue_date string | expires_date string | permit_status string | job_address string | job_zip int64 | market_value_usd int64 | year_built int64 | home_age_years int64 | code_cases_5yr int64 | last_code_case_date string | census_tract int64 | tract_median_household_income_usd int64 | tract_median_home_value_usd int64 | tract_owner_occupied_pct float64 | flood_zone string | in_100yr_floodplain string | source_url string | fetched_at string | property_file_use string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
expiring_soon | 2025-125199 BP | residential | Building Permit | 300,000 | 2025-11-07 | 2026-11-11 | Active | 504 LONE OAK DR | 78,704 | 956,010 | 1,959 | 67 | 0 | null | 48,453,002,323 | 83,839 | 668,300 | 32.5 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13591215 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-057721 BP | residential | Building Permit | 250,000 | 2026-05-19 | 2026-11-15 | Active | 1111 N WESTON LN BLDG BD | 78,746 | 15,875,763 | 1,960 | 66 | 0 | null | 48,453,001,912 | 208,931 | 1,565,300 | 66.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13700497 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2025-033273 BP | residential | Building Permit | 140,000 | 2025-05-29 | 2026-11-18 | Active | 6209 JOHN CHISUM LN | 78,749 | 551,627 | 1,988 | 38 | 2 | 2025-05-19 | 48,453,031,200 | 152,470 | 612,800 | 79.6 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13487004 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2025-065776 BP | residential | Building Permit | 125,000 | 2025-06-05 | 2026-11-03 | Active | 1200 BELMONT PKWY | 78,703 | 1,815,883 | 2,024 | 2 | 0 | null | 48,453,001,603 | 249,063 | 1,679,000 | 87.2 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13524594 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2023-097321 BP | residential | Building Permit | 82,585 | 2025-09-17 | 2026-10-28 | Active | 1408 BERKSHIRE DR | 78,723 | 771,902 | 2,022 | 4 | 0 | null | 48,453,002,104 | 135,833 | 526,100 | 54.3 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13184200 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-058976 BP | residential | Building Permit | 38,000 | 2026-05-12 | 2026-11-09 | Active | 9008 MARSH DR | 78,748 | 461,856 | 1,983 | 43 | 0 | null | 48,453,031,700 | 105,076 | 468,200 | 61.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13701940 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-061598 BP | residential | Building Permit | 7,263 | 2026-05-19 | 2026-11-16 | Active | 2624 MARIA ANNA RD | 78,703 | 1,457,184 | 1,979 | 47 | 0 | null | 48,453,001,604 | 243,177 | 1,746,000 | 88.9 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13704884 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2001-003301 BP | residential | Building Permit | 3,500 | 2026-04-30 | 2026-11-22 | Active | 2906 BURNING OAK DR | 78,704 | 611,219 | 1,963 | 63 | 0 | null | 48,453,001,304 | 151,023 | 963,200 | 47.7 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=682409 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-063490 BP | residential | Building Permit | 1 | 2026-05-22 | 2026-11-19 | Active | 7110 SHANNON DR | 78,724 | 293,251 | 1,995 | 31 | 0 | null | 48,453,002,222 | 82,121 | 368,400 | 60 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13706976 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-065097 BP | residential | Building Permit | 1 | 2026-05-22 | 2026-11-19 | Active | 8002 RICHARD KING TRL | 78,749 | 659,805 | 1,990 | 36 | 0 | null | 48,453,031,200 | 152,470 | 612,800 | 79.6 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13708884 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-062560 BP | residential | Building Permit | 1 | 2026-05-21 | 2026-11-18 | Active | 2710 GERAGHTY AVE | 78,757 | 667,354 | 1,952 | 74 | 0 | null | 48,453,001,501 | 162,787 | 790,200 | 84.6 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13705940 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2025-101070 BP | residential | Building Permit | 1 | 2026-05-21 | 2026-11-18 | Active | 4812 PELHAM DR | 78,727 | 451,740 | 1,982 | 44 | 1 | 2025-06-27 | 48,453,041,300 | 113,125 | 578,300 | 73.2 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13564576 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-064484 BP | residential | Building Permit | 1 | 2026-05-21 | 2026-11-18 | Active | 507 E 49TH ST | 78,751 | 1,779,396 | 2,018 | 8 | 0 | null | 48,453,000,304 | 95,143 | 949,700 | 29.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13708178 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-063579 BP | residential | Building Permit | 1 | 2026-05-21 | 2026-11-18 | Active | 8221 PHANTOM CANYON DR | 78,726 | 762,828 | 2,001 | 25 | 0 | null | 48,453,035,800 | 151,845 | 767,800 | 63.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13707065 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-063045 BP | residential | Building Permit | 1 | 2026-05-19 | 2026-11-16 | Active | 411 W 34TH ST | 78,705 | 1,382,515 | 1,930 | 96 | 0 | null | 48,453,000,500 | 55,664 | 757,800 | 23.9 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13706477 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2022-043771 BP | residential | Building Permit | 1 | 2026-05-19 | 2026-11-19 | Active | 609 ACADEMY DR | 78,704 | 905,642 | 1,945 | 81 | 0 | null | 48,453,001,401 | 149,318 | 1,067,100 | 40 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=12905611 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-045302 BP | residential | Building Permit | 1 | 2026-05-19 | 2026-11-16 | Active | 1503 CLIFFSIDE DR | 78,704 | 2,000,000 | 2,013 | 13 | 0 | null | 48,453,001,923 | 106,012 | 1,103,700 | 39.7 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13686163 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-055828 BP | residential | Building Permit | 1 | 2026-05-19 | 2026-11-16 | Active | 5605 CRAGGY PT | 78,731 | 1,423,974 | 1,985 | 41 | 0 | null | 48,453,030,700 | 189,688 | 926,600 | 92.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13698325 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-061176 BP | residential | Building Permit | 1 | 2026-05-18 | 2026-11-15 | Active | 10317 OLD MANCHACA RD | 78,748 | 431,725 | 2,001 | 25 | 0 | null | 48,453,031,900 | 114,643 | 543,500 | 68.7 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13704407 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-057109 BP | residential | Building Permit | 1 | 2026-05-15 | 2026-11-12 | Active | 4504 JINX AVE | 78,745 | 455,747 | 1,952 | 74 | 1 | 2026-04-18 | 48,453,002,002 | 122,019 | 612,200 | 69.9 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13699770 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-059520 BP | residential | Building Permit | 1 | 2026-05-15 | 2026-11-12 | Active | 3408 MOUNTAIN TOP CIR | 78,731 | 3,466,787 | 2,003 | 23 | 1 | 2025-09-16 | 48,453,000,102 | 187,578 | 1,251,300 | 92 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13702518 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-060270 BP | residential | Building Permit | 1 | 2026-05-14 | 2026-11-11 | Active | 4700 CAT MOUNTAIN DR | 78,731 | 1,608,397 | 1,974 | 52 | 0 | null | 48,453,030,700 | 189,688 | 926,600 | 92.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13703370 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-057222 BP | residential | Building Permit | 1 | 2026-05-12 | 2026-11-16 | Active | 408 W 33RD ST | 78,705 | 1,382,515 | 1,930 | 96 | 0 | null | 48,453,000,500 | 55,664 | 757,800 | 23.9 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13699902 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-058923 BP | residential | Building Permit | 1 | 2026-05-11 | 2026-11-08 | Active | 2609 BIRCHLEAF TRL | 78,748 | 434,256 | 1,999 | 27 | 0 | null | 48,453,037,200 | 134,623 | 436,700 | 86.3 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13701880 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
expiring_soon | 2026-046692 BP | residential | Building Permit | 1 | 2026-05-11 | 2026-11-08 | Active | 8901 TEXAS SUN DR | 78,748 | 417,362 | 1,981 | 45 | 0 | null | 48,453,002,423 | 128,940 | 411,000 | 70.8 | X | no | https://abc.austintexas.gov/web/permit/public-search-other?t_detail=1&t_selected_folderrsn=13687773 | 2026-10-24T16:50:35.541Z | Marketing use only. Not for credit, insurance, employment or housing/tenant decisions (FCRA). No owner names, phones or emails. Buyer handles its own TCPA / Do Not Call / CAN-SPAM compliance. |
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null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://data.oregon.gov/d/g77e-6bhs | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://data.oregon.gov/d/g77e-6bhs | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://data.oregon.gov/d/g77e-6bhs | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://data.oregon.gov/d/g77e-6bhs | null | null |
null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://data.oregon.gov/d/g77e-6bhs | null | null |
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City Signals Data: free samples
Small free samples from City Signals Data, cleaned weekly files built from official US city and state open-data portals.
Files:
austin-stalled-permits-property-facts-sample.csv: Austin, TX permits that stalled or are near expiry, with property facts.sample-restaurant-signals-4-cities.csv: restaurant changes (failed inspections, openings, ownership changes, closings) in Chicago, NYC, San Francisco and Austin.oregon-new-contractor-licenses-sample.csv: newly licensed Oregon contractors.
Full weekly files and more cities: building permit data, restaurant inspection data, new contractor licenses.
Questions or a custom city: hello@citysignalsdata.com
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