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The dataset generation failed
Error code: DatasetGenerationError
Exception: ArrowInvalid
Message: Failed to parse string: 'Chatswood' as a scalar of type double
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 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
return array_cast(
^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1949, in array_cast
return array.cast(pa_type)
^^^^^^^^^^^^^^^^^^^
File "pyarrow/array.pxi", line 1135, in pyarrow.lib.Array.cast
File "/usr/local/lib/python3.12/site-packages/pyarrow/compute.py", line 412, in cast
return call_function("cast", [arr], options, memory_pool)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
pyarrow.lib.ArrowInvalid: Failed to parse string: 'Chatswood' 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 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 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
property_id int64 | locality string | postcode float64 | zone string | land_area float64 | property_type string | avg_price int64 | num_sales int64 | last_sale_price_x int64 | last_sale_date string | last_sale_price_y float64 | property_type_sale string | suburb string | total_sales float64 | median_price float64 | price_category string | market_heat string | growth_potential string | rental_yield_estimate float64 | days_on_market_avg float64 | auction_clearance_estimate float64 | family_friendly_score float64 | walkability_score float64 | cafe_culture_score float64 | school_rating string | crime_index float64 | gentrification_index float64 | nearest_station null | distance_to_station_km null | station_lines null | transport_score null | lat null | lon null | transport_category null | years_since_sale float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
63 | ABERDARE | 2,325 | A | 1,012 | null | 92,000 | 1 | 92,000 | 2020-08-28 | 380,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5 |
96 | CESSNOCK | 2,325 | A | null | null | 92,500 | 1 | 92,500 | 2003-09-10 | 260,000 | VACANT LAND | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 22 |
160 | ABERDARE | 2,325 | A | 736 | VACANT LAND | 27,500 | 1 | 27,500 | 2012-07-05 | 310,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 14 |
209 | CESSNOCK | 2,325 | B | 809 | RESIDENCE | 75,000 | 1 | 75,000 | 2017-03-31 | 285,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 9 |
290 | CESSNOCK | 2,325 | B | 848 | VACANT LAND | 75,000 | 1 | 75,000 | 1999-05-14 | 75,000 | VACANT LAND | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 27 |
317 | CESSNOCK | 2,325 | A | null | null | 90,000 | 1 | 90,000 | 2020-07-02 | 585,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 6 |
353 | ABERDARE | 2,325 | A | 529 | null | 100,000 | 1 | 100,000 | 2001-03-23 | 100,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
498 | ABERDARE | 2,325 | A | null | null | 76,500 | 1 | 76,500 | 2010-11-02 | 205,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 15 |
590 | CESSNOCK | 2,325 | null | null | RESIDENCE | 89,000 | 1 | 89,000 | 2023-03-31 | 340,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 3 |
595 | CESSNOCK | 2,325 | B | null | null | 92,500 | 1 | 92,500 | 2004-09-15 | 357,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 21 |
709 | CESSNOCK | 2,325 | A | 607 | null | 93,000 | 1 | 93,000 | 2014-07-02 | 265,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 12 |
748 | CESSNOCK | 2,325 | A | 506 | null | 117,000 | 1 | 117,000 | 2016-12-09 | 325,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 9 |
796 | ABERDARE | 2,325 | A | null | RESIDENCE | 70,000 | 1 | 70,000 | 2013-02-01 | 275,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 13 |
920 | CESSNOCK | 2,325 | A | null | null | 115,000 | 1 | 115,000 | 2001-02-27 | 115,000 | UNKNOWN | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
964 | CESSNOCK | 2,325 | A | null | null | 83,000 | 1 | 83,000 | 2001-02-01 | 83,000 | UNKNOWN | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
1,008 | CESSNOCK | 2,325 | A | 809 | RESIDENCE | 118,000 | 1 | 118,000 | 2006-02-08 | 180,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 20 |
1,016 | CESSNOCK | 2,325 | A | 405 | null | 66,000 | 1 | 66,000 | 2012-06-17 | 236,500 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 14 |
1,033 | CESSNOCK | 2,325 | A | null | RESIDENCE | 72,500 | 1 | 72,500 | 2000-04-08 | 72,500 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 26 |
1,065 | CESSNOCK | 2,325 | A | 576 | null | 50,000 | 1 | 50,000 | 2001-03-15 | 50,000 | UNKNOWN | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
1,079 | CESSNOCK | 2,325 | A | 660 | null | 60,000 | 1 | 60,000 | 2001-12-03 | 70,000 | VACANT LAND | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 24 |
1,099 | CESSNOCK | 2,325 | A | null | null | 99,000 | 1 | 99,000 | 2020-04-17 | 253,333 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 6 |
1,104 | CESSNOCK | 2,325 | A | 809 | null | 113,000 | 1 | 113,000 | 2001-01-29 | 113,000 | UNKNOWN | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
1,142 | CESSNOCK | 2,325 | A | 808 | RESIDENCE | 95,000 | 1 | 95,000 | 2014-12-03 | 330,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 11 |
1,186 | ABERDARE | 2,325 | A | 1,012 | RESIDENCE | 45,000 | 1 | 45,000 | 2004-03-10 | 257,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 22 |
1,203 | ABERDARE | 2,325 | A | 1,012 | null | 65,000 | 1 | 65,000 | 2024-10-09 | 570,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1 |
1,211 | ABERDARE | 2,325 | A | 1,012 | null | 95,000 | 1 | 95,000 | 2017-03-20 | 500,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
1,276 | CESSNOCK | 2,325 | A | 684 | VACANT LAND | 32,500 | 1 | 32,500 | 2001-08-14 | 33,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 24 |
1,281 | ABERDARE | 2,325 | A | 923 | null | 128,000 | 1 | 128,000 | 2011-09-01 | 365,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 14 |
1,343 | ABERDARE | 2,325 | A | 1,012 | RESIDENCE | 75,000 | 1 | 75,000 | 2009-11-24 | 175,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 16 |
1,410 | ABERDARE | 2,325 | A | null | null | 180,000 | 1 | 180,000 | 2001-05-16 | 180,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,445 | CESSNOCK | 2,325 | A | 3,263 | VACANT LAND | 120,000 | 1 | 120,000 | 2020-08-21 | 741,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 5 |
1,446 | CESSNOCK | 2,325 | A | 3,298 | VACANT LAND | 120,000 | 1 | 120,000 | 2012-06-05 | 125,000 | VACANT LAND | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 14 |
1,465 | CESSNOCK | 2,325 | A | 4,303 | VACANT LAND | 165,000 | 1 | 165,000 | 2001-03-20 | 165,000 | VACANT LAND | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
1,500 | ABERDARE | 2,325 | A | 506 | RESIDENCE | 73,000 | 1 | 73,000 | 2009-08-05 | 170,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 16 |
1,503 | ABERDARE | 2,325 | A | 544 | null | 92,000 | 1 | 92,000 | 2001-02-02 | 92,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,507 | CESSNOCK | 2,325 | O | 1 | RESIDENCE | 500,000 | 1 | 500,000 | 2004-12-03 | 339,999 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 21 |
1,509 | ABERDARE | 2,325 | A | null | RESIDENCE | 65,000 | 1 | 65,000 | 2015-08-20 | 272,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 10 |
1,520 | CESSNOCK | 2,325 | A | 443 | null | 49,000 | 1 | 49,000 | 2014-07-23 | 165,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 11 |
1,531 | CESSNOCK | 2,325 | A | null | null | 50,000 | 1 | 50,000 | 2014-03-13 | 380,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 12 |
1,545 | ABERDARE | 2,325 | A | 1,012 | null | 104,000 | 1 | 104,000 | 2006-06-13 | 265,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 20 |
1,546 | ABERDARE | 2,325 | A | 538 | RESIDENCE | 53,500 | 1 | 53,500 | 2001-03-23 | 53,500 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,574 | ABERDARE | 2,325 | A | 810 | null | 79,000 | 1 | 79,000 | 2000-11-15 | 79,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,616 | ABERDARE | 2,325 | B | null | null | 67,500 | 1 | 67,500 | 2006-12-14 | 930,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 19 |
1,617 | ABERDARE | 2,325 | A | 506 | null | 55,000 | 1 | 55,000 | 2011-06-03 | 273,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 15 |
1,640 | ABERDARE | 2,325 | A | null | RESIDENCE | 59,000 | 1 | 59,000 | 2007-01-19 | 52,500 | VACANT LAND | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 19 |
1,647 | ABERDARE | 2,325 | A | 1,012 | RESIDENCE | 118,000 | 1 | 118,000 | 2001-02-16 | 118,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,669 | ABERDARE | 2,325 | A | null | null | 64,000 | 1 | 64,000 | 2013-03-12 | 175,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 13 |
1,674 | ABERDARE | 2,325 | A | null | null | 126,841 | 1 | 126,841 | 2001-03-20 | 126,841 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,688 | ABERDARE | 2,325 | A | 1,012 | VACANT LAND | 39,000 | 1 | 39,000 | 2001-04-17 | 39,000 | VACANT LAND | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
1,737 | CESSNOCK | 2,325 | A | null | null | 130,000 | 1 | 130,000 | 2014-08-25 | 345,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 11 |
1,771 | CESSNOCK | 2,325 | A | null | RESIDENCE | 105,000 | 1 | 105,000 | 2014-10-22 | 305,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 11 |
1,905 | CESSNOCK | 2,325 | B | 436 | SHOP | 450,000 | 1 | 450,000 | 2003-09-02 | 465,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 22 |
1,944 | CESSNOCK | 2,325 | B | 1,284 | Other | 190,000 | 1 | 190,000 | 2005-10-11 | 500,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 20 |
1,945 | CESSNOCK | 2,325 | B | 1,592 | Other | 210,000 | 1 | 210,000 | 2001-05-01 | 210,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 25 |
1,950 | CESSNOCK | 2,325 | B | 2,448 | RESIDENCE | 455,000 | 1 | 455,000 | 2021-09-23 | 6,005,000 | OTHER | CESSNOCK | 7,396 | 245,000 | Affordable | Very Hot | Medium | 4 | 54 | 69 | 77 | 72 | 88 | C | 62 | 25 | null | null | null | null | null | null | null | 4 |
2,075 | ABERMAIN | 2,326 | A | null | RESIDENCE | 50,000 | 1 | 50,000 | 2010-10-15 | 178,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 15 |
2,153 | ABERMAIN | 2,326 | A | 405 | RESIDENCE | 48,000 | 1 | 48,000 | 2001-02-23 | 48,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,186 | ABERMAIN | 2,326 | A | 809 | null | 23,000 | 1 | 23,000 | 2013-03-07 | 400,000 | HOUSE | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 13 |
2,193 | ABERMAIN | 2,326 | A | 405 | RESIDENCE | 82,500 | 1 | 82,500 | 2017-02-02 | 232,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
2,198 | ABERMAIN | 2,326 | A | 582 | RESIDENCE | 97,500 | 1 | 97,500 | 2003-10-16 | 179,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 22 |
2,237 | ABERMAIN | 2,326 | A | 1,012 | RESIDENCE | 90,000 | 1 | 90,000 | 2024-10-14 | 560,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1 |
2,289 | ABERMAIN | 2,326 | A | 799 | RESIDENCE | 92,000 | 1 | 92,000 | 2001-05-04 | 92,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,342 | ABERMAIN | 2,326 | A | 722 | RESIDENCE | 76,500 | 1 | 76,500 | 2002-11-05 | 133,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 23 |
2,347 | ABERMAIN | 2,326 | A | null | null | 55,000 | 1 | 55,000 | 2000-02-13 | 55,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26 |
2,352 | ABERMAIN | 2,326 | A | null | null | 87,000 | 1 | 87,000 | 2014-10-31 | 297,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11 |
2,359 | ABERMAIN | 2,326 | A | 474 | null | 45,000 | 1 | 45,000 | 2024-08-14 | 480,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 1 |
2,369 | WESTON | 2,326 | A | null | null | 112,000 | 1 | 112,000 | 2001-05-11 | 112,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,420 | ABERMAIN | 2,326 | A | null | null | 84,000 | 1 | 84,000 | 2021-09-29 | 418,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 4 |
2,444 | ABERMAIN | 2,326 | A | 765 | VACANT LAND | 31,000 | 1 | 31,000 | 2003-01-07 | 150,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 23 |
2,480 | ABERMAIN | 2,326 | A | 817 | null | 60,000 | 1 | 60,000 | 2006-03-31 | 155,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 20 |
2,490 | ABERMAIN | 2,326 | A | 809 | null | 70,000 | 1 | 70,000 | 2005-01-31 | 166,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 21 |
2,533 | ABERMAIN | 2,326 | A | 1,463 | null | 105,000 | 1 | 105,000 | 2021-01-07 | 510,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 5 |
2,576 | ABERMAIN | 2,326 | A | 931 | null | 99,000 | 1 | 99,000 | 2005-06-21 | 200,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 20 |
2,583 | ABERMAIN | 2,326 | A | 931 | null | 131,500 | 1 | 131,500 | 2004-06-07 | 247,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 22 |
2,595 | ABERMAIN | 2,326 | A | null | null | 92,000 | 1 | 92,000 | 2001-04-27 | 92,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,694 | ABERMAIN | 2,326 | A | 602 | null | 105,000 | 1 | 105,000 | 2013-09-18 | 270,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 12 |
2,709 | ABERMAIN | 2,326 | A | 899 | RESIDENCE | 89,000 | 1 | 89,000 | 2001-04-19 | 89,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,751 | ABERMAIN | 2,326 | A | null | null | 53,500 | 1 | 53,500 | 2007-07-31 | 160,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 18 |
2,768 | ABERMAIN | 2,326 | A | null | null | 139,000 | 1 | 139,000 | 2001-04-26 | 139,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,783 | ABERMAIN | 2,326 | A | 809 | null | 109,000 | 1 | 109,000 | 2017-02-09 | 145,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
2,793 | ABERMAIN | 2,326 | A | 1,231 | RESIDENCE | 42,500 | 1 | 42,500 | 2001-04-03 | 42,500 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,836 | ABERMAIN | 2,326 | R | 1,075 | RESIDENCE | 53,000 | 1 | 53,000 | 2000-06-10 | 53,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 26 |
2,891 | ABERNETHY | 2,325 | A | 948 | null | 77,000 | 1 | 77,000 | 2024-05-24 | 710,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2 |
2,929 | ABERNETHY | 2,325 | R | 1,012 | null | 23,500 | 1 | 23,500 | 2000-12-12 | 23,500 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,958 | ELLALONG | 2,325 | A | 3,541 | VACANT LAND | 31,000 | 1 | 31,000 | 2011-12-15 | 111,000 | VACANT LAND | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 14 |
2,965 | ELLALONG | 2,325 | A | null | null | 167,000 | 1 | 167,000 | 2001-03-06 | 167,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
2,987 | ELLALONG | 2,325 | A | 1,752 | null | 130,000 | 1 | 130,000 | 2014-10-20 | 215,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11 |
3,019 | ELLALONG | 2,325 | A | 1,897 | VACANT LAND | 28,500 | 1 | 28,500 | 2001-05-29 | 28,500 | VACANT LAND | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,072 | ELLALONG | 2,325 | R | null | null | 40,000 | 1 | 40,000 | 2001-05-15 | 40,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,149 | BELLBIRD | 2,325 | A | 816 | RESIDENCE | 145,000 | 1 | 145,000 | 2024-05-16 | 685,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2 |
3,282 | BELLBIRD | 2,325 | A | null | null | 127,000 | 1 | 127,000 | 2001-04-18 | 127,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,286 | BELLBIRD | 2,325 | A | 1,220 | null | 59,500 | 1 | 59,500 | 2015-04-30 | 258,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11 |
3,372 | BELLBIRD | 2,325 | A | null | null | 129,000 | 1 | 129,000 | 2009-11-30 | 280,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 16 |
3,402 | BELLBIRD | 2,325 | A | 1,409 | RESIDENCE | 69,000 | 1 | 69,000 | 2017-03-08 | 225,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 9 |
3,417 | BELLBIRD | 2,325 | A | null | null | 35,000 | 1 | 35,000 | 2001-04-06 | 35,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,431 | BELLBIRD | 2,325 | A | null | RESIDENCE | 85,000 | 1 | 85,000 | 2001-05-31 | 85,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,477 | BELLBIRD HEIGHTS | 2,325 | A | null | null | 175,000 | 1 | 175,000 | 2001-03-13 | 175,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,484 | BELLBIRD HEIGHTS | 2,325 | A | null | null | 153,500 | 1 | 153,500 | 2014-10-28 | 350,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 11 |
3,488 | BELLBIRD HEIGHTS | 2,325 | A | null | null | 30,000 | 1 | 30,000 | 2001-02-22 | 30,000 | UNKNOWN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
3,547 | BELLBIRD | 2,325 | A | null | RESIDENCE | 94,000 | 1 | 94,000 | 2001-05-22 | 94,000 | OTHER | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 25 |
End of preview.
Housing NSW Dataset
Dataset Description
Comprehensive property market data for New South Wales, Australia.
Contents
- Property Sales (
nsw_property_sales_master.csv): 3.49M historical property transactions from 1990-2024 - Enriched Properties (
nsw_property_master_enriched.csv): 83.5K properties with detailed analytics including market indicators, demographic data, and transport accessibility - Rental Market (
nsw_rental_market_master.csv): 48.2K rental bond records with pricing data
Key Features
- Property prices and sale dates
- Property characteristics (bedrooms, bathrooms, land area)
- Location data (suburb, postcode, some with lat/lon)
- Market analytics (median prices, growth potential, rental yields)
- Demographic indicators (income, population)
- Transport accessibility scores
- School ratings and crime indices
Usage
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("thehooklab/housing-nsw")
# Access the data
sales_data = dataset['train'] # All data is in the 'train' split
Data Quality
- All numeric columns have been validated and non-numeric values converted to NaN
- String columns are properly encoded
- Files are tested for PyArrow compatibility
License
MIT License
Citation
If you use this dataset, please cite:
@dataset{housing_nsw_2024,
title={Housing NSW Dataset},
author={TheHookLab},
year={2024},
publisher={HuggingFace}
}
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