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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 13 new columns ({'line_1_street_address', 'zip_code', 'city', 'brands', 'address_id', 'md_x', 'accuracy', 'relevance', 'safegraph_brand_ids', 'md_y', 'n', 'name', 'zip_query'}) and 16 missing columns ({'amount_water', 'zipname', 'tract', 'afact', 'amount_land', 'stab', 'census_block_group', 'longitude', 'county', 'pop10', 'intptlat', 'zcta5', 'latitude', 'cntyname', 'bg', 'intptlon'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LeonceNsh/tennessee-mobility-data/data/location-of-auto-businesses.csv (at revision ba5555fc33e943d32f59f1a66743c818791798d1)
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
line_1_street_address: string
state: string
zip_code: int64
city: string
safegraph_brand_ids: string
brands: string
n: int64
address_id: int64
accuracy: string
relevance: double
md_x: double
md_y: double
zip_query: int64
name: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1876
to
{'census_block_group': Value('int64'), 'amount_land': Value('int64'), 'amount_water': Value('int64'), 'latitude': Value('float64'), 'longitude': Value('float64'), 'county': Value('float64'), 'tract': Value('float64'), 'bg': Value('float64'), 'state': Value('float64'), 'zcta5': Value('float64'), 'stab': Value('string'), 'cntyname': Value('string'), 'zipname': Value('string'), 'intptlon': Value('float64'), 'intptlat': Value('float64'), 'pop10': Value('float64'), 'afact': Value('float64')}
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 13 new columns ({'line_1_street_address', 'zip_code', 'city', 'brands', 'address_id', 'md_x', 'accuracy', 'relevance', 'safegraph_brand_ids', 'md_y', 'n', 'name', 'zip_query'}) and 16 missing columns ({'amount_water', 'zipname', 'tract', 'afact', 'amount_land', 'stab', 'census_block_group', 'longitude', 'county', 'pop10', 'intptlat', 'zcta5', 'latitude', 'cntyname', 'bg', 'intptlon'}).
This happened while the csv dataset builder was generating data using
hf://datasets/LeonceNsh/tennessee-mobility-data/data/location-of-auto-businesses.csv (at revision ba5555fc33e943d32f59f1a66743c818791798d1)
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.
census_block_group int64 | amount_land int64 | amount_water int64 | latitude float64 | longitude float64 | county float64 | tract float64 | bg float64 | state float64 | zcta5 float64 | stab string | cntyname string | zipname string | intptlon float64 | intptlat float64 | pop10 float64 | afact float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
470,010,201,001 | 4,673,152 | 0 | 36.011491 | -84.254093 | 47,001 | 20,100 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.263116 | 36.004075 | 1,496 | 1 |
470,010,201,002 | 9,126,027 | 0 | 35.993169 | -84.291223 | 47,001 | 20,100 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.274058 | 35.999748 | 1,615 | 1 |
470,010,202,011 | 24,593,148 | 2,567,160 | 36.003286 | -84.201791 | 47,001 | 20,201 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.20972 | 36.015495 | 2,475 | 1 |
470,010,202,012 | 903,699 | 0 | 36.021602 | -84.217507 | 47,001 | 20,201 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.220675 | 36.02084 | 1,195 | 1 |
470,010,202,021 | 3,613,830 | 318,608 | 36.033284 | -84.206043 | 47,001 | 20,202 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.207257 | 36.034968 | 1,363 | 1 |
470,010,202,022 | 3,730,765 | 0 | 36.026338 | -84.228305 | 47,001 | 20,202 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.2299 | 36.024889 | 1,426 | 1 |
470,010,202,023 | 1,333,043 | 0 | 36.009853 | -84.24501 | 47,001 | 20,202 | 3 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.245046 | 36.010433 | 1,718 | 1 |
470,010,203,001 | 1,481,093 | 0 | 36.04366 | -84.22257 | 47,001 | 20,300 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.22094 | 36.04402 | 1,334 | 1 |
470,010,203,002 | 1,875,051 | 0 | 36.048172 | -84.226817 | 47,001 | 20,300 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.225689 | 36.048302 | 986 | 1 |
470,010,203,003 | 1,370,447 | 0 | 36.035823 | -84.232294 | 47,001 | 20,300 | 3 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.232293 | 36.035694 | 1,502 | 1 |
470,010,204,001 | 6,754,916 | 0 | 36.039342 | -84.252215 | 47,001 | 20,400 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.254316 | 36.040885 | 108 | 0.094406 |
470,010,204,001 | 6,754,916 | 0 | 36.039342 | -84.252215 | 47,001 | 20,400 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.2571 | 36.030961 | 1,036 | 0.905594 |
470,010,204,002 | 1,397,951 | 0 | 36.023807 | -84.259567 | 47,001 | 20,400 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.259887 | 36.023511 | 1,683 | 1 |
470,010,204,003 | 2,492,594 | 0 | 36.029644 | -84.243921 | 47,001 | 20,400 | 3 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.250961 | 36.024542 | 1,681 | 1 |
470,010,205,001 | 1,811,276 | 0 | 36.009946 | -84.28094 | 47,001 | 20,500 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.282957 | 36.009894 | 1,423 | 1 |
470,010,205,002 | 888,830 | 0 | 36.018994 | -84.274397 | 47,001 | 20,500 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.274263 | 36.019315 | 995 | 1 |
470,010,205,003 | 2,355,741 | 0 | 36.015679 | -84.291169 | 47,001 | 20,500 | 3 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.288966 | 36.014517 | 1,391 | 0.961964 |
470,010,205,003 | 2,355,741 | 0 | 36.015679 | -84.291169 | 47,001 | 20,500 | 3 | 47 | 37,840 | TN | Anderson | Oliver Springs, TN | -84.293812 | 36.021036 | 55 | 0.038036 |
470,010,206,001 | 2,308,592 | 0 | 36.000729 | -84.313785 | 47,001 | 20,600 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.313702 | 36.000014 | 1,495 | 1 |
470,010,206,002 | 1,494,689 | 0 | 36.005899 | -84.300318 | 47,001 | 20,600 | 2 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.298999 | 36.00424 | 932 | 1 |
470,010,207,001 | 210,552,281 | 0 | 36.167156 | -84.313861 | 47,001 | 20,700 | 1 | 47 | 37,710 | TN | Anderson | Briceville, TN | -84.274489 | 36.178575 | 511 | 0.537895 |
470,010,207,001 | 210,552,281 | 0 | 36.167156 | -84.313861 | 47,001 | 20,700 | 1 | 47 | 37,769 | TN | Anderson | Lake City, TN | -84.181191 | 36.217635 | 439 | 0.462105 |
470,010,207,002 | 17,925,645 | 0 | 36.158169 | -84.203053 | 47,001 | 20,700 | 2 | 47 | 37,710 | TN | Anderson | Briceville, TN | -84.194962 | 36.164161 | 481 | 0.669916 |
470,010,207,002 | 17,925,645 | 0 | 36.158169 | -84.203053 | 47,001 | 20,700 | 2 | 47 | 37,769 | TN | Anderson | Lake City, TN | -84.170823 | 36.197235 | 237 | 0.330083 |
470,010,208,001 | 19,068,426 | 497,573 | 36.224947 | -84.129105 | 47,001 | 20,800 | 1 | 47 | 37,769 | TN | Anderson | Lake City, TN | -84.137081 | 36.22473 | 1,766 | 1 |
470,010,208,002 | 2,561,142 | 0 | 36.213327 | -84.149201 | 47,001 | 20,800 | 2 | 47 | 37,769 | TN | Anderson | Lake City, TN | -84.149046 | 36.21527 | 1,334 | 1 |
470,010,208,003 | 14,896,034 | 153,543 | 36.194091 | -84.141261 | 47,001 | 20,800 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.145477 | 36.174217 | 74 | 0.04169 |
470,010,208,003 | 14,896,034 | 153,543 | 36.194091 | -84.141261 | 47,001 | 20,800 | 3 | 47 | 37,769 | TN | Anderson | Lake City, TN | -84.141109 | 36.190383 | 1,701 | 0.95831 |
470,010,209,011 | 7,000,586 | 0 | 36.198026 | -84.071626 | 47,001 | 20,901 | 1 | 47 | 37,828 | TN | Anderson | Norris, TN | -84.07354 | 36.195489 | 1,365 | 1 |
470,010,209,012 | 45,660,895 | 5,260,623 | 36.237568 | -84.043951 | 47,001 | 20,901 | 2 | 47 | 37,705 | TN | Anderson | Andersonville, TN | -84.026517 | 36.236444 | 1,927 | 0.967369 |
470,010,209,012 | 45,660,895 | 5,260,623 | 36.237568 | -84.043951 | 47,001 | 20,901 | 2 | 47 | 37,828 | TN | Anderson | Norris, TN | -84.055857 | 36.197602 | 65 | 0.032631 |
470,010,209,013 | 55,184,326 | 0 | 36.185565 | -84.001196 | 47,001 | 20,901 | 3 | 47 | 37,705 | TN | Anderson | Andersonville, TN | -84.020414 | 36.193734 | 1,142 | 0.460484 |
470,010,209,013 | 55,184,326 | 0 | 36.185565 | -84.001196 | 47,001 | 20,901 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.043876 | 36.174243 | 152 | 0.06129 |
470,010,209,013 | 55,184,326 | 0 | 36.185565 | -84.001196 | 47,001 | 20,901 | 3 | 47 | 37,754 | TN | Anderson | Heiskell, TN | -83.993074 | 36.169189 | 1,186 | 0.478226 |
470,010,209,021 | 11,788,431 | 55,227 | 36.181566 | -84.087628 | 47,001 | 20,902 | 1 | 47 | 37,705 | TN | Anderson | Andersonville, TN | -84.098032 | 36.192446 | 431 | 0.326763 |
470,010,209,021 | 11,788,431 | 55,227 | 36.181566 | -84.087628 | 47,001 | 20,902 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.073821 | 36.17679 | 888 | 0.673237 |
470,010,209,022 | 22,989,926 | 718,123 | 36.15809 | -84.103331 | 47,001 | 20,902 | 2 | 47 | 37,705 | TN | Anderson | Andersonville, TN | -84.091344 | 36.173451 | 66 | 0.026961 |
470,010,209,022 | 22,989,926 | 718,123 | 36.15809 | -84.103331 | 47,001 | 20,902 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.098402 | 36.15791 | 2,382 | 0.973039 |
470,010,209,023 | 23,594,555 | 232,450 | 36.135919 | -84.070698 | 47,001 | 20,902 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.082277 | 36.139856 | 449 | 0.533254 |
470,010,209,023 | 23,594,555 | 232,450 | 36.135919 | -84.070698 | 47,001 | 20,902 | 3 | 47 | 37,754 | TN | Anderson | Heiskell, TN | -84.06423 | 36.136687 | 393 | 0.466746 |
470,010,209,024 | 24,692,317 | 0 | 36.115908 | -84.055094 | 47,001 | 20,902 | 4 | 47 | 37,754 | TN | Anderson | Heiskell, TN | -84.057808 | 36.109958 | 1,206 | 1 |
470,010,210,001 | 84,935,847 | 0 | 36.093749 | -84.293193 | 47,001 | 21,000 | 1 | 47 | 37,710 | TN | Anderson | Briceville, TN | -84.245744 | 36.133387 | 149 | 0.086227 |
470,010,210,001 | 84,935,847 | 0 | 36.093749 | -84.293193 | 47,001 | 21,000 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.259858 | 36.08232 | 421 | 0.243634 |
470,010,210,001 | 84,935,847 | 0 | 36.093749 | -84.293193 | 47,001 | 21,000 | 1 | 47 | 37,840 | TN | Anderson | Oliver Springs, TN | -84.316527 | 36.077192 | 1,158 | 0.670139 |
470,010,210,002 | 27,344,760 | 0 | 36.067778 | -84.251608 | 47,001 | 21,000 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.253653 | 36.061871 | 1,308 | 1 |
470,010,210,003 | 9,882,113 | 0 | 36.035714 | -84.301814 | 47,001 | 21,000 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.278153 | 36.035971 | 677 | 0.37424 |
470,010,210,003 | 9,882,113 | 0 | 36.035714 | -84.301814 | 47,001 | 21,000 | 3 | 47 | 37,840 | TN | Anderson | Oliver Springs, TN | -84.320579 | 36.033854 | 1,132 | 0.62576 |
470,010,210,004 | 6,416,196 | 0 | 36.020074 | -84.317634 | 47,001 | 21,000 | 4 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.317897 | 36.00702 | 105 | 0.083135 |
470,010,210,004 | 6,416,196 | 0 | 36.020074 | -84.317634 | 47,001 | 21,000 | 4 | 47 | 37,840 | TN | Anderson | Oliver Springs, TN | -84.314071 | 36.02596 | 1,158 | 0.916864 |
470,010,211,001 | 14,507,281 | 301,852 | 36.080157 | -84.208976 | 47,001 | 21,100 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.202061 | 36.077247 | 877 | 0.601097 |
470,010,211,001 | 14,507,281 | 301,852 | 36.080157 | -84.208976 | 47,001 | 21,100 | 1 | 47 | 37,830 | TN | Anderson | Oak Ridge, TN | -84.212596 | 36.055075 | 582 | 0.398903 |
470,010,211,002 | 8,399,018 | 0 | 36.091177 | -84.167998 | 47,001 | 21,100 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.169327 | 36.08902 | 1,175 | 1 |
470,010,211,003 | 4,303,513 | 374,750 | 36.077657 | -84.159687 | 47,001 | 21,100 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.169205 | 36.073792 | 1,346 | 1 |
470,010,212,011 | 3,642,523 | 71,272 | 36.11822 | -84.135548 | 47,001 | 21,201 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.134191 | 36.114365 | 1,242 | 1 |
470,010,212,012 | 3,284,884 | 0 | 36.108441 | -84.152204 | 47,001 | 21,201 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.149664 | 36.107735 | 1,066 | 1 |
470,010,212,013 | 17,334,660 | 322,507 | 36.15466 | -84.140895 | 47,001 | 21,201 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.152899 | 36.129954 | 1,603 | 1 |
470,010,212,014 | 29,167,064 | 0 | 36.142768 | -84.179778 | 47,001 | 21,201 | 4 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.174492 | 36.143655 | 976 | 1 |
470,010,212,021 | 5,751,883 | 612,513 | 36.09574 | -84.111789 | 47,001 | 21,202 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.119266 | 36.107614 | 852 | 1 |
470,010,212,022 | 641,598 | 0 | 36.118393 | -84.123339 | 47,001 | 21,202 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.123637 | 36.118891 | 1,518 | 1 |
470,010,212,023 | 1,731,471 | 66,149 | 36.104729 | -84.132623 | 47,001 | 21,202 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.131738 | 36.107425 | 1,530 | 1 |
470,010,212,024 | 1,758,660 | 129,111 | 36.087862 | -84.142792 | 47,001 | 21,202 | 4 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.142602 | 36.089199 | 1,472 | 1 |
470,010,213,011 | 16,334,683 | 813,407 | 36.058192 | -84.168974 | 47,001 | 21,301 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.167279 | 36.051083 | 953 | 1 |
470,010,213,012 | 13,572,884 | 890,784 | 36.078411 | -84.128248 | 47,001 | 21,301 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.135537 | 36.076761 | 2,349 | 1 |
470,010,213,021 | 7,603,718 | 628,658 | 36.040992 | -84.149471 | 47,001 | 21,302 | 1 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.15306 | 36.035563 | 808 | 0.678421 |
470,010,213,021 | 7,603,718 | 628,658 | 36.040992 | -84.149471 | 47,001 | 21,302 | 1 | 47 | 37,849 | TN | Anderson | Powell, TN | -84.136528 | 36.041763 | 383 | 0.321579 |
470,010,213,022 | 10,950,954 | 878 | 36.061177 | -84.113212 | 47,001 | 21,302 | 2 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.11737 | 36.059077 | 623 | 0.348434 |
470,010,213,022 | 10,950,954 | 878 | 36.061177 | -84.113212 | 47,001 | 21,302 | 2 | 47 | 37,754 | TN | Anderson | Heiskell, TN | -84.091028 | 36.077752 | 42 | 0.02349 |
470,010,213,022 | 10,950,954 | 878 | 36.061177 | -84.113212 | 47,001 | 21,302 | 2 | 47 | 37,849 | TN | Anderson | Powell, TN | -84.116967 | 36.047005 | 1,123 | 0.628076 |
470,010,213,023 | 11,785,354 | 895,988 | 36.015436 | -84.11398 | 47,001 | 21,302 | 3 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.127413 | 36.018833 | 190 | 0.110081 |
470,010,213,023 | 11,785,354 | 895,988 | 36.015436 | -84.11398 | 47,001 | 21,302 | 3 | 47 | 37,849 | TN | Anderson | Powell, TN | -84.097297 | 36.022887 | 961 | 0.556778 |
470,010,213,023 | 11,785,354 | 895,988 | 36.015436 | -84.11398 | 47,001 | 21,302 | 3 | 47 | 37,931 | TN | Anderson | Knoxville, TN | -84.120086 | 36.0053 | 575 | 0.33314 |
470,010,213,024 | 11,747,665 | 836,188 | 36.015348 | -84.147633 | 47,001 | 21,302 | 4 | 47 | 37,716 | TN | Anderson | Clinton, TN | -84.1416 | 36.023391 | 710 | 0.403409 |
470,010,213,024 | 11,747,665 | 836,188 | 36.015348 | -84.147633 | 47,001 | 21,302 | 4 | 47 | 37,849 | TN | Anderson | Powell, TN | -84.126822 | 36.03063 | 686 | 0.389773 |
470,010,213,024 | 11,747,665 | 836,188 | 36.015348 | -84.147633 | 47,001 | 21,302 | 4 | 47 | 37,931 | TN | Anderson | Knoxville, TN | -84.14523 | 35.995426 | 364 | 0.206818 |
470,010,213,025 | 10,069,570 | 0 | 36.041558 | -84.08511 | 47,001 | 21,302 | 5 | 47 | 37,849 | TN | Anderson | Powell, TN | -84.083024 | 36.040374 | 911 | 1 |
470,019,801,001 | 44,007,137 | 3,977,390 | 35.964838 | -84.25501 | null | null | null | null | null | null | null | null | null | null | null | null |
470,039,501,001 | 106,818,853 | 51,264 | 35.628808 | -86.304359 | 47,003 | 950,100 | 1 | 47 | 37,018 | TN | Bedford | Beechgrove, TN | -86.257672 | 35.620323 | 72 | 0.049758 |
470,039,501,001 | 106,818,853 | 51,264 | 35.628808 | -86.304359 | 47,003 | 950,100 | 1 | 47 | 37,020 | TN | Bedford | Bell Buckle, TN | -86.333941 | 35.609515 | 1,306 | 0.902557 |
470,039,501,001 | 106,818,853 | 51,264 | 35.628808 | -86.304359 | 47,003 | 950,100 | 1 | 47 | 37,183 | TN | Bedford | Wartrace, TN | -86.267707 | 35.571159 | 69 | 0.047685 |
470,039,501,002 | 92,569,115 | 0 | 35.596963 | -86.424058 | 47,003 | 950,100 | 2 | 47 | 37,020 | TN | Bedford | Bell Buckle, TN | -86.422713 | 35.601941 | 1,155 | 0.519101 |
470,039,501,002 | 92,569,115 | 0 | 35.596963 | -86.424058 | 47,003 | 950,100 | 2 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.444113 | 35.586637 | 1,028 | 0.462022 |
470,039,501,002 | 92,569,115 | 0 | 35.596963 | -86.424058 | 47,003 | 950,100 | 2 | 47 | 37,183 | TN | Bedford | Wartrace, TN | -86.366285 | 35.572646 | 42 | 0.018876 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,020 | TN | Bedford | Bell Buckle, TN | -86.517955 | 35.630529 | 898 | 0.304613 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,034 | TN | Bedford | Chapel Hill, TN | -86.614173 | 35.659453 | 206 | 0.069878 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,060 | TN | Bedford | Eagleville, TN | -86.617465 | 35.682231 | 271 | 0.091927 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,153 | TN | Bedford | Rockvale, TN | -86.575184 | 35.689906 | 247 | 0.083786 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.489517 | 35.622663 | 134 | 0.045455 |
470,039,502,001 | 121,766,660 | 0 | 35.651751 | -86.557551 | 47,003 | 950,200 | 1 | 47 | 37,180 | TN | Bedford | Unionville, TN | -86.569468 | 35.645648 | 1,192 | 0.404342 |
470,039,502,002 | 53,299,120 | 128,084 | 35.578339 | -86.54239 | 47,003 | 950,200 | 2 | 47 | 37,020 | TN | Bedford | Bell Buckle, TN | -86.515813 | 35.592297 | 58 | 0.021371 |
470,039,502,002 | 53,299,120 | 128,084 | 35.578339 | -86.54239 | 47,003 | 950,200 | 2 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.526659 | 35.573624 | 1,353 | 0.498526 |
470,039,502,002 | 53,299,120 | 128,084 | 35.578339 | -86.54239 | 47,003 | 950,200 | 2 | 47 | 37,180 | TN | Bedford | Unionville, TN | -86.576678 | 35.587849 | 1,303 | 0.480103 |
470,039,502,003 | 57,311,458 | 572,709 | 35.593721 | -86.61577 | 47,003 | 950,200 | 3 | 47 | 37,034 | TN | Bedford | Chapel Hill, TN | -86.615401 | 35.610502 | 709 | 0.568564 |
470,039,502,003 | 57,311,458 | 572,709 | 35.593721 | -86.61577 | 47,003 | 950,200 | 3 | 47 | 37,180 | TN | Bedford | Unionville, TN | -86.602037 | 35.581641 | 538 | 0.431435 |
470,039,503,001 | 120,867,242 | 1,343,620 | 35.5006 | -86.601061 | 47,003 | 950,300 | 1 | 47 | 37,091 | TN | Bedford | Lewisburg, TN | -86.639002 | 35.50251 | 606 | 0.270777 |
470,039,503,001 | 120,867,242 | 1,343,620 | 35.5006 | -86.601061 | 47,003 | 950,300 | 1 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.578718 | 35.488977 | 1,632 | 0.729222 |
470,039,503,002 | 127,214,988 | 0 | 35.411714 | -86.571964 | 47,003 | 950,300 | 2 | 47 | 37,091 | TN | Bedford | Lewisburg, TN | -86.646813 | 35.433578 | 32 | 0.02473 |
470,039,503,002 | 127,214,988 | 0 | 35.411714 | -86.571964 | 47,003 | 950,300 | 2 | 47 | 37,144 | TN | Bedford | Petersburg, TN | -86.605112 | 35.403454 | 226 | 0.174652 |
470,039,503,002 | 127,214,988 | 0 | 35.411714 | -86.571964 | 47,003 | 950,300 | 2 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.562012 | 35.423932 | 1,036 | 0.800618 |
470,039,504,011 | 37,991,507 | 76,220 | 35.432813 | -86.494327 | 47,003 | 950,401 | 1 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.474435 | 35.451645 | 1,717 | 1 |
470,039,504,012 | 3,468,789 | 0 | 35.466685 | -86.4587 | 47,003 | 950,401 | 2 | 47 | 37,160 | TN | Bedford | Shelbyville, TN | -86.461022 | 35.468672 | 1,334 | 1 |
End of preview.
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
Tennessee Mobility Data
This dataset contains the data files for the Tennessee Mobility Analysis project.
Contents
Geographic Boundaries
- County Boundaries: Tennessee county shapefiles (FIPS code 47)
- HSA Boundaries: Hospital Service Area boundaries for Tennessee
- HRR Boundaries: Hospital Referral Region boundaries for Tennessee
Mobility Data
- tn_weekly_mobility_2019.parquet: SafeGraph weekly mobility data for Tennessee (2019)
- POI visit patterns
- Visitor counts
- Geographic information
Demographic Data
- cbg_geographic_data.csv: Census Block Group demographic and geographic data
- location-of-auto-businesses.csv: Auto business locations in Tennessee
Commuting Data
- location_zones.pkl: Commuting zone definitions
- trajectories_count.csv: Traffic trajectory data
Additional Files
- RDS files: R data structures for county information
- Shapefiles: Complete sets including .shp, .dbf, .prj, .shx files
Usage
This dataset is automatically used by the Tennessee Mobility Space.
To use it in your own project:
from huggingface_hub import hf_hub_download
# Download a specific file
file_path = hf_hub_download(
repo_id="LeonceNsh/tennessee-mobility-data",
filename="data/mobility/tn_weekly_mobility_2019.parquet",
repo_type="dataset"
)
# Load the data
import pandas as pd
df = pd.read_parquet(file_path)
License
The data is provided for educational and research purposes.
Citation
If you use this data, please cite:
- SafeGraph for mobility data
- US Census Bureau for demographic and geographic data
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