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YsfMO98
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morocco-1gb-real-data

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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 8 new columns ({'year', 'qty', 'trade_value_usd', 'net_weight_kg', 'flow', 'partner_code', 'hs_chapter', 'qty_unit'}) and 7 missing columns ({'precipitation_sum', 'date', 'temperature_2m_mean', 'wind_speed_10m_max', 'city', 'temperature_2m_max', 'temperature_2m_min'}).

This happened while the csv dataset builder was generating data using

hf://datasets/YsfMO98/morocco-1gb-real-data/comtrade_morocco_ag2.csv (at revision e5c202e4809b9101c22f207eafb8b4be0ed27ad5), ['hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/climate_morocco_cities.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/comtrade_morocco_ag2.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/education_real.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/geo/gadm41_MAR_shp.zip', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/geo\\gadm41_MAR_shp.zip', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/text\\yt_subs\\moroccan_darija_subtitles.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/wdi_morocco_full.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/wikidata_morocco.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 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, 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 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              year: int64
              flow: string
              partner_code: int64
              hs_chapter: int64
              trade_value_usd: double
              net_weight_kg: double
              qty: double
              qty_unit: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1214
              to
              {'city': Value('string'), 'date': Value('string'), 'temperature_2m_max': Value('float64'), 'temperature_2m_min': Value('float64'), 'temperature_2m_mean': Value('float64'), 'precipitation_sum': Value('float64'), 'wind_speed_10m_max': 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 1369, 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 948, 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 1694, 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 1850, 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 8 new columns ({'year', 'qty', 'trade_value_usd', 'net_weight_kg', 'flow', 'partner_code', 'hs_chapter', 'qty_unit'}) and 7 missing columns ({'precipitation_sum', 'date', 'temperature_2m_mean', 'wind_speed_10m_max', 'city', 'temperature_2m_max', 'temperature_2m_min'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/YsfMO98/morocco-1gb-real-data/comtrade_morocco_ag2.csv (at revision e5c202e4809b9101c22f207eafb8b4be0ed27ad5), ['hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/climate_morocco_cities.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/comtrade_morocco_ag2.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/education_real.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/geo/gadm41_MAR_shp.zip', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/geo\\gadm41_MAR_shp.zip', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/text\\yt_subs\\moroccan_darija_subtitles.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/wdi_morocco_full.csv', 'hf://datasets/YsfMO98/morocco-1gb-real-data@e5c202e4809b9101c22f207eafb8b4be0ed27ad5/wikidata_morocco.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.

city
string
date
string
temperature_2m_max
float64
temperature_2m_min
float64
temperature_2m_mean
float64
precipitation_sum
float64
wind_speed_10m_max
float64
Casablanca
1940-01-01
18.6
11.3
null
null
29.3
Casablanca
1940-01-02
17.5
15
16.2
25.3
33.2
Casablanca
1940-01-03
18.4
14.4
16.3
8.6
35.6
Casablanca
1940-01-04
17.6
13.4
14.9
1.7
28.4
Casablanca
1940-01-05
19.2
11.3
14.3
0
14.1
Casablanca
1940-01-06
18.1
9.2
12.7
0
7.7
Casablanca
1940-01-07
18.5
9.2
12.7
0
8
Casablanca
1940-01-08
18.7
8.3
12.6
0
8.3
Casablanca
1940-01-09
18.1
10.7
14.1
0.7
9.5
Casablanca
1940-01-10
17.3
10.7
14.5
0.2
7.9
Casablanca
1940-01-11
15.7
9.7
11.9
0.2
9.5
Casablanca
1940-01-12
13.9
8.7
10.5
3.7
22.1
Casablanca
1940-01-13
12.7
8.8
10.5
1.7
17.1
Casablanca
1940-01-14
15.4
7.8
10.9
0
13.7
Casablanca
1940-01-15
16.3
6.1
10.5
0
12.2
Casablanca
1940-01-16
15.2
5.7
10
0.2
10
Casablanca
1940-01-17
14.9
8.2
11
1.4
10.6
Casablanca
1940-01-18
15.6
6.6
10.3
0
14.5
Casablanca
1940-01-19
15.8
4.9
9.9
0
8.3
Casablanca
1940-01-20
15.4
9.7
12.2
1.8
15
Casablanca
1940-01-21
15.7
9.2
12.1
1.2
11.5
Casablanca
1940-01-22
14.9
10.6
12.5
6.8
26.4
Casablanca
1940-01-23
11.8
5.2
8.9
0
12.2
Casablanca
1940-01-24
12.5
2
6.8
0
9.8
Casablanca
1940-01-25
16.8
2.8
9.1
0
13.5
Casablanca
1940-01-26
18.3
6.1
11.6
0
13.9
Casablanca
1940-01-27
18.9
8.3
12.6
0
10.4
Casablanca
1940-01-28
19.3
7.1
12.4
0
9.4
Casablanca
1940-01-29
17.1
11
13.2
0
11.5
Casablanca
1940-01-30
16.9
8.6
12.1
0.2
10.2
Casablanca
1940-01-31
17.9
7.8
12.4
0
22.5
Casablanca
1940-02-01
15.6
11.7
13.7
14.7
32
Casablanca
1940-02-02
16.4
10.7
12.9
10.4
25.5
Casablanca
1940-02-03
18.5
8.3
12.7
0
16.2
Casablanca
1940-02-04
16.6
11.9
14
7.6
29.8
Casablanca
1940-02-05
16.1
10.3
13.5
1.5
22.3
Casablanca
1940-02-06
17.9
7.3
12
0
9.7
Casablanca
1940-02-07
20.1
7
12.5
0
10.4
Casablanca
1940-02-08
22.8
9.6
14.7
0
15.5
Casablanca
1940-02-09
21.3
10.5
14.8
0
13.9
Casablanca
1940-02-10
16.5
9.5
12.5
0.3
15.7
Casablanca
1940-02-11
18.3
8.2
12
0
10.9
Casablanca
1940-02-12
21.6
6.8
13.3
0
11.7
Casablanca
1940-02-13
26.5
12.1
17.4
0.1
26.3
Casablanca
1940-02-14
19.1
11.9
14.8
5.3
14.8
Casablanca
1940-02-15
16.1
12.2
13.6
8.5
18.6
Casablanca
1940-02-16
15.4
11
12.8
7
13.7
Casablanca
1940-02-17
17.6
6.8
11.7
0
14.3
Casablanca
1940-02-18
18.8
7.1
12.3
0
18.4
Casablanca
1940-02-19
21.9
7.9
13.5
0
10.5
Casablanca
1940-02-20
24.4
8.2
15.2
0
8.7
Casablanca
1940-02-21
25.9
9.7
17
0
11.5
Casablanca
1940-02-22
24
10.1
16.2
0
9.5
Casablanca
1940-02-23
19.3
11.4
14.7
0
12.7
Casablanca
1940-02-24
16.3
10.2
14
2
18.9
Casablanca
1940-02-25
16.6
8.3
12.2
0.2
12
Casablanca
1940-02-26
19.3
7.6
12.6
0
14.1
Casablanca
1940-02-27
18.8
9
13
0.2
10.2
Casablanca
1940-02-28
19.4
9.8
13.9
3.4
14.5
Casablanca
1940-02-29
16.3
11.3
13
18.8
21.2
Casablanca
1940-03-01
17.3
10.9
13.7
0.6
25.6
Casablanca
1940-03-02
19.8
10.7
14.5
0
14.8
Casablanca
1940-03-03
22.3
9.1
15.4
0
10.8
Casablanca
1940-03-04
21.4
13.2
16.5
0.1
12.3
Casablanca
1940-03-05
18.2
13
15.2
0.1
11.7
Casablanca
1940-03-06
18.9
12.3
14.7
0.2
17.2
Casablanca
1940-03-07
18.9
11.4
14.3
0
18.2
Casablanca
1940-03-08
20.5
11.5
15.1
0
10.8
Casablanca
1940-03-09
19.8
11
14.5
0
12.8
Casablanca
1940-03-10
22.3
9.3
15.2
0
11.9
Casablanca
1940-03-11
23.6
14.1
18
0
14
Casablanca
1940-03-12
23.3
11.7
16.9
1.1
11.9
Casablanca
1940-03-13
24.6
14.2
18.3
1.5
11.2
Casablanca
1940-03-14
23
12.5
16.7
0.1
12.7
Casablanca
1940-03-15
23.5
11.1
16.8
0
17.9
Casablanca
1940-03-16
24.4
12.9
17.5
0
18.7
Casablanca
1940-03-17
27
11.5
18.3
0
9.5
Casablanca
1940-03-18
30.7
15.7
21.4
0
11.8
Casablanca
1940-03-19
29
14.1
20.3
0
15
Casablanca
1940-03-20
28.3
12.8
19.4
0
14.2
Casablanca
1940-03-21
29.3
14.8
20.4
0
13.2
Casablanca
1940-03-22
26.6
12.3
18.3
0
13
Casablanca
1940-03-23
26.3
11.6
18
0
12.7
Casablanca
1940-03-24
22.2
12.9
16.7
0
16.7
Casablanca
1940-03-25
17.1
12.2
14.2
9.5
28.4
Casablanca
1940-03-26
16.7
11.4
13.7
8.2
27.4
Casablanca
1940-03-27
15.3
10.2
12.5
12.4
22.1
Casablanca
1940-03-28
16.2
9.7
12.3
6.3
21.1
Casablanca
1940-03-29
18.2
8.4
13
0
15.5
Casablanca
1940-03-30
18.1
5.9
12
0
14.5
Casablanca
1940-03-31
21.4
7.2
13.8
0
14.2
Casablanca
1940-04-01
19.5
10.3
14.3
0
14.3
Casablanca
1940-04-02
17.7
11.3
14.2
0
15.2
Casablanca
1940-04-03
21.2
9.9
15.4
0
19.6
Casablanca
1940-04-04
23.8
10.5
17
0
16.6
Casablanca
1940-04-05
25.2
10.5
17.5
0
15.5
Casablanca
1940-04-06
26.5
13.1
18.9
0
14.1
Casablanca
1940-04-07
25.3
11
17.5
0
19.1
Casablanca
1940-04-08
24.4
12.6
17.6
0
17
Casablanca
1940-04-09
23.5
11.4
16.8
0
18.4
End of preview.

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

Morocco 1GB Real Data Collection

~1.1 GB of real Morocco data across geography, language, elevation, climate, trade and economy. No synthetic data.

Contents

Folder Files Size Source
osm/ OSM PBF + shapefile (roads, buildings, POIs) ~700 MB Geofabrik
text/ Darija/FR press (267k articles), YouTube subtitles, Wikipedia, ASR ~275 MB Hugging Face community
geo/dem/ Copernicus DEM 30m (Casa, Marrakech, Tanger, Agadir) ~130 MB Copernicus AWS
geo/ GADM v4.1 admin boundaries (SHP + GeoPackage) ~11 MB GADM
*.csv Climate (15 cities), Comtrade HS chapters, WDI slice, education, Wikidata ~4 MB Open-Meteo, UN, WB, Wikidata

Fetchers: https://github.com/Youssef-AMARZOU/morocco-economic-pipeline/tree/main/zenml (fetch_geo.py, fetch_wdi_bulk.py, fetch_climate.py, fetch_comtrade.py, fetch_wikidata.py, fetch_education.py)

License: CC0-1.0 (bulk). Upstream sources keep their own licenses (ODbL for OSM).
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