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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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