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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 14 new columns ({'cc_cold', 'ca_moon_phase_that_uses', 'presence_of_pest_disease', 'cc_sunny', 'cc_gales', 'other_crops_description_use_of_other_crops', 'cc_hailstorms', 'coffee_grower_name', 'cc_drought', 'cc_heat', 'cc_rains', 'cc_cloudy_mist', 'bioaggressors', 'ca_description_use_ancestral_knowledge'}) and 8 missing columns ({'survey_date', 'farm', 'pl_prod_work_abrev', 'age', 'temperature', 'pl_productive_work', 'rainfall_intensity', 'Bioaggressors'}).
This happened while the csv dataset builder was generating data using
hf://datasets/juanvalencia10/Qualitative_dataset/Processed Dataset.csv (at revision 3610129907d3bcf62d97bc0fce2cfb8b4a5a7da9)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
coffee_grower_name: string
gender: string
crop_hectares : string
survey_month: string
survey_week: string
production_arrangement: string
crop_phenology: string
soil_level: string
variety: string
cc_heat: string
cc_cold: string
cc_sunny: string
cc_rains: string
cc_drought: string
cc_gales: string
cc_hailstorms: string
cc_cloudy_mist: string
lp_nutrition_cultivation: string
lp_rere: string
lp_zoqueo: string
lp_fungicide_use: string
lp_pesticide_use: string
lp_crop_rotation: string
lp_intercalation_crops: string
lp_weed_control: string
other_banana_crops: string
other_tomato_crops: string
other_corn_crops: string
other_bean_crops: string
other_crops_description_use_of_other_crops: string
ca_use_ancestral_knowledge: string
ca_moon_phase_that_uses: string
ca_description_use_ancestral_knowledge: string
ie_close_by_rivers: string
ie_other_external_conditions: string
ie_animals_around_crop: string
bioaggressors: string
presence_of_pest_disease: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 5293
to
{'farm': Value(dtype='string', id=None), 'age': Value(dtype='int64', id=None), 'gender': Value(dtype='string', id=None), 'crop_hectares ': Value(dtype='float64', id=None), 'survey_date': Value(dtype='string', id=None), 'survey_month': Value(dtype='string', id=None), 'survey_week': Value(dtype='int64', id=None), 'production_arrangement': Value(dtype='string', id=None), 'crop_phenology': Value(dtype='string', id=None), 'soil_level': Value(dtype='string', id=None), 'variety': Value(dtype='string', id=None), 'temperature': Value(dtype='string', id=None), 'rainfall_intensity': Value(dtype='string', id=None), 'lp_nutrition_cultivation': Value(dtype='string', id=None), 'lp_rere': Value(dtype='string', id=None), 'lp_zoqueo': Value(dtype='string', id=None), 'lp_fungicide_use': Value(dtype='string', id=None), 'lp_pesticide_use': Value(dtype='string', id=None), 'lp_crop_rotation': Value(dtype='string', id=None), 'lp_intercalation_crops': Value(dtype='string', id=None), 'lp_weed_control': Value(dtype='string', id=None), 'pl_productive_work': Value(dtype='string', id=None), 'pl_prod_work_abrev': Value(dtype='string', id=None), 'other_banana_crops': Value(dtype='string', id=None), 'other_tomato_crops': Value(dtype='string', id=None), 'other_corn_crops': Value(dtype='string', id=None), 'other_bean_crops': Value(dtype='string', id=None), 'ca_use_ancestral_knowledge': Value(dtype='string', id=None), 'ie_close_by_rivers': Value(dtype='string', id=None), 'ie_other_external_conditions': Value(dtype='string', id=None), 'ie_animals_around_crop': Value(dtype='string', id=None), 'Bioaggressors': Value(dtype='string', id=None)}
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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, 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 14 new columns ({'cc_cold', 'ca_moon_phase_that_uses', 'presence_of_pest_disease', 'cc_sunny', 'cc_gales', 'other_crops_description_use_of_other_crops', 'cc_hailstorms', 'coffee_grower_name', 'cc_drought', 'cc_heat', 'cc_rains', 'cc_cloudy_mist', 'bioaggressors', 'ca_description_use_ancestral_knowledge'}) and 8 missing columns ({'survey_date', 'farm', 'pl_prod_work_abrev', 'age', 'temperature', 'pl_productive_work', 'rainfall_intensity', 'Bioaggressors'}).
This happened while the csv dataset builder was generating data using
hf://datasets/juanvalencia10/Qualitative_dataset/Processed Dataset.csv (at revision 3610129907d3bcf62d97bc0fce2cfb8b4a5a7da9)
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.
farm string | age int64 | gender string | crop_hectares float64 | survey_date string | survey_month string | survey_week int64 | production_arrangement string | crop_phenology string | soil_level string | variety string | temperature string | rainfall_intensity string | lp_nutrition_cultivation string | lp_rere string | lp_zoqueo string | lp_fungicide_use string | lp_pesticide_use string | lp_crop_rotation string | lp_intercalation_crops string | lp_weed_control string | pl_productive_work string | pl_prod_work_abrev string | other_banana_crops string | other_tomato_crops string | other_corn_crops string | other_bean_crops string | ca_use_ancestral_knowledge string | ie_close_by_rivers string | ie_other_external_conditions null | ie_animals_around_crop string | Bioaggressors string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Farm 01 | 52 | M | 2.5 | 8/9/2020 | 20-Sep | 1 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Windstorms | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Berry blotch |
Farm 01 | 52 | M | 2.5 | 15/9/2020 | 20-Sep | 2 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Hailstorms | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Berry blotch |
Farm 01 | 52 | M | 2.5 | 22/9/2020 | 20-Sep | 3 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Windstorms | no | no | yes | no | no | no | no | no | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Berry blotch |
Farm 01 | 52 | M | 2.5 | 29/9/2020 | 20-Sep | 4 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Hailstorms | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Berry blotch |
Farm 02 | 48 | F | 4 | 9/9/2020 | 20-Sep | 1 | Under shadow conditions | Flowering | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 49 | F | 4 | 16/9/2020 | 20-Sep | 2 | Under shadow conditions | Flowering | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 50 | F | 4 | 23/9/2020 | 20-Sep | 3 | Under shadow conditions | Flowering | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 51 | F | 4 | 30/9/2020 | 20-Sep | 4 | Under shadow conditions | Flowering | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 9/9/2020 | 20-Sep | 1 | Under free shadow exposure | Flowering | level curved slope | Castillo | Cold | Rains | yes | no | no | yes | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 16/9/2020 | 20-Sep | 2 | Under free shadow exposure | Flowering | level curved slope | Castillo | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 23/9/2020 | 20-Sep | 3 | Under free shadow exposure | Flowering | level curved slope | Castillo | Cold | Rains | yes | no | no | yes | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 30/9/2020 | 20-Sep | 4 | Under free shadow exposure | Flowering | level curved slope | Castillo | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 07 | 72 | F | 1 | 9/9/2020 | 20-Sep | 1 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | no | no | no | no | null | Cows | Brown-eye spot |
Farm 07 | 72 | F | 1 | 16/9/2020 | 20-Sep | 2 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | no | no | no | no | null | Cows | Brown-eye spot |
Farm 07 | 72 | F | 1 | 23/9/2020 | 20-Sep | 3 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | no | no | no | no | null | Cows | Brown-eye spot |
Farm 07 | 72 | F | 1 | 30/9/2020 | 20-Sep | 4 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | no | no | no | no | null | Cows | Brown-eye spot |
Farm 08 | 36 | M | 7 | 22/9/2020 | 20-Sep | 3 | Under free sun exposure | Flowering | level curved slope | Caturra | Cold | Rains | no | no | no | no | no | no | yes | no | Weeds control | WC | yes | yes | no | yes | no | yes | null | Dogs | Aggressive weeds |
Farm 08 | 36 | M | 7 | 29/9/2020 | 20-Sep | 4 | Under free sun exposure | Flowering | level curved slope | Caturra | Cold | Rains | no | yes | no | no | no | no | yes | yes | Weeds control | WC | yes | yes | no | yes | no | yes | null | Dogs | Aggressive weeds |
Farm 01 | 52 | M | 2.5 | 6/10/2020 | 20-Oct | 1 | Under free shadow exposure | Flowering | flat | Caturra | Heat | Dry | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 13/10/2020 | 20-Oct | 2 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 20/10/2020 | 20-Oct | 3 | Under free shadow exposure | Flowering | flat | Caturra | Heat | Dry | no | no | no | no | no | no | no | yes | Weeds control | WC | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 27/10/2020 | 20-Oct | 4 | Under free shadow exposure | Flowering | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 8/12/2020 | 20-Dec | 1 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 15/12/2020 | 20-Dec | 2 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Weeds control | WC | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 22/12/2020 | 20-Dec | 3 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | no | no | yes | no | no | no | no | no | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 29/12/2020 | 20-Dec | 4 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 2/2/2021 | 21-Feb | 1 | Under free shadow exposure | Fruit ripening | flat | Caturra | Heat | Dry | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 9/2/2021 | 21-Feb | 2 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 16/2/2021 | 21-Feb | 3 | Under free shadow exposure | Fruit ripening | flat | Caturra | Heat | Dry | no | no | no | no | no | no | no | yes | Weeds control | WC | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 23/2/2021 | 21-Feb | 4 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Pesticides use | PU | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 9/3/2021 | 21-Mar | 1 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | yes | no | yes | yes | yes | Weeds control | WC | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 16/3/2021 | 21-Mar | 2 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | yes | no | yes | yes | yes | Weeds control | WC | yes | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 23/3/2021 | 21-Mar | 3 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | yes | no | no | yes | yes | Weeds control | WC | no | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 30/3/2021 | 21-Mar | 4 | Under free shadow exposure | Fruit ripening | flat | Caturra | Cold | Rains | yes | no | no | yes | no | no | yes | yes | Intercropping | IC | no | no | yes | no | no | yes | null | Dogs | Brown-eye spot |
Farm 02 | 48 | F | 4 | 10/3/2021 | 21-Mar | 1 | Under shadow conditions | Fruit ripening | level curved slope | Tabi | Cold | Rains | yes | no | no | yes | no | yes | yes | yes | Intercropping | IC | no | yes | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 48 | F | 4 | 17/3/2021 | 21-Mar | 2 | Under shadow conditions | Fruit ripening | level curved slope | Tabi | Cold | Rains | yes | no | no | yes | no | yes | yes | yes | Intercropping | IC | no | yes | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 48 | F | 4 | 24/3/2021 | 21-Mar | 3 | Under shadow conditions | Fruit ripening | level curved slope | Tabi | Cold | Rains | yes | no | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 48 | F | 4 | 31/3/2021 | 21-Mar | 4 | Under shadow conditions | Fruit ripening | level curved slope | Tabi | Cold | Rains | yes | no | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 06 | 54 | F | 4 | 8/3/2021 | 21-Mar | 1 | Under free shadow exposure | Fruit ripening | level curved slope | Tabi | Cold | Rains | no | no | no | yes | no | no | yes | no | Fungicides use | FU | no | no | no | no | no | no | null | Dogs | Brown-eye spot |
Farm 06 | 54 | F | 4 | 15/3/2021 | 21-Mar | 2 | Under free shadow exposure | Fruit ripening | level curved slope | Tabi | Cold | Rains | no | no | no | yes | no | yes | yes | no | Fungicides use | FU | no | yes | no | no | no | no | null | Dogs | Brown-eye spot |
Farm 06 | 54 | F | 4 | 22/3/2021 | 21-Mar | 3 | Under free shadow exposure | Fruit ripening | level curved slope | Tabi | Cold | Rains | no | no | no | yes | no | yes | yes | no | Fungicides use | FU | no | yes | no | no | no | no | null | Dogs | Brown-eye spot |
Farm 06 | 54 | F | 4 | 29/3/2021 | 21-Mar | 4 | Under free shadow exposure | Fruit ripening | level curved slope | Tabi | Cold | Rains | no | no | no | yes | no | yes | yes | no | Fungicides use | FU | no | yes | no | no | no | no | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 6/4/2021 | 21-Apr | 1 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | no | yes | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 13/4/2021 | 21-Apr | 2 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | no | yes | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 20/4/2021 | 21-Apr | 3 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | no | yes | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 27/4/2021 | 21-Apr | 4 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | no | yes | no | yes | no | no | yes | yes | Fungicides use | FU | no | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 7/4/2021 | 21-Apr | 1 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | yes | yes | yes | Fungicides use | FU | no | yes | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 14/4/2021 | 21-Apr | 2 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | yes | yes | yes | Fungicides use | FU | no | yes | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 21/4/2021 | 21-Apr | 3 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | yes | yes | yes | Fungicides use | FU | no | yes | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 28/4/2021 | 21-Apr | 4 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | yes | yes | yes | Fungicides use | FU | no | yes | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 7/4/2021 | 21-Apr | 1 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | no | yes | no | no | no | no | yes | yes | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 14/4/2021 | 21-Apr | 2 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | no | yes | no | no | no | no | yes | yes | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 21/4/2021 | 21-Apr | 3 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | no | yes | no | no | no | no | yes | yes | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 28/4/2021 | 21-Apr | 4 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | no | yes | no | no | no | no | yes | yes | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
Farm 05 | 36 | M | 2 | 6/4/2021 | 21-Apr | 1 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | yes | Crop nutrition | CN | no | no | no | no | no | yes | null | Cows | Brown-eye spot |
Farm 05 | 36 | M | 2 | 13/4/2021 | 21-Apr | 2 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | yes | Crop nutrition | CN | no | no | no | no | no | yes | null | Cows | Brown-eye spot |
Farm 05 | 36 | M | 2 | 20/4/2021 | 21-Apr | 3 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | yes | Crop nutrition | CN | no | no | no | no | no | yes | null | Cows | Brown-eye spot |
Farm 05 | 36 | M | 2 | 27/4/2021 | 21-Apr | 4 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | yes | Crop nutrition | CN | no | no | no | no | no | yes | null | Cows | Brown-eye spot |
Farm 06 | 54 | F | 4 | 5/4/2021 | 21-Apr | 1 | Under free shadow exposure | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | no | yes | no | Fungicides use | FU | no | no | no | no | no | no | null | Dogs | Coffee berry borer |
Farm 06 | 54 | F | 4 | 12/4/2021 | 21-Apr | 2 | Under free shadow exposure | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | no | yes | no | Fungicides use | FU | no | no | no | no | no | no | null | Dogs | Coffee berry borer |
Farm 06 | 54 | F | 4 | 19/4/2021 | 21-Apr | 3 | Under free shadow exposure | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | no | yes | no | Fungicides use | FU | no | no | no | no | no | no | null | Dogs | Coffee berry borer |
Farm 06 | 54 | F | 4 | 26/4/2021 | 21-Apr | 4 | Under free shadow exposure | Harvest | level curved slope | Tabi | Cold | Rains | no | yes | no | yes | no | no | yes | no | Fungicides use | FU | no | no | no | no | no | no | null | Dogs | Coffee berry borer |
Farm 08 | 36 | M | 7 | 6/4/2021 | 21-Apr | 1 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | yes | yes | no | Crop nutrition | CN | yes | yes | no | yes | no | yes | null | Dogs | Brown-eye spot |
Farm 08 | 36 | M | 7 | 13/4/2021 | 21-Apr | 2 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | yes | yes | no | Crop nutrition | CN | yes | yes | no | yes | no | yes | null | Dogs | Brown-eye spot |
Farm 08 | 36 | M | 7 | 20/4/2021 | 21-Apr | 3 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | yes | yes | no | Crop nutrition | CN | yes | yes | no | yes | no | yes | null | Dogs | Brown-eye spot |
Farm 08 | 36 | M | 7 | 27/4/2021 | 21-Apr | 4 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | yes | yes | no | Crop nutrition | CN | yes | yes | no | yes | no | yes | null | Dogs | Brown-eye spot |
Farm 01 | 52 | M | 2.5 | 4/5/2021 | 21-May | 1 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 11/5/2021 | 21-May | 2 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 18/5/2021 | 21-May | 3 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | no | no | yes | no | no | no | no | no | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 25/5/2021 | 21-May | 4 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Crop nutrition | CN | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 5/5/2021 | 21-May | 1 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 49 | F | 4 | 12/5/2021 | 21-May | 2 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 50 | F | 4 | 19/5/2021 | 21-May | 3 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 02 | 51 | F | 4 | 26/5/2021 | 21-May | 4 | Under shadow conditions | Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | no | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 5/5/2021 | 21-May | 1 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | yes | no | no | yes | no | no | no | no | Fungicides use | FU | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 12/5/2021 | 21-May | 2 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 19/5/2021 | 21-May | 3 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | yes | no | no | yes | no | no | no | no | Fungicides use | FU | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 04 | 46 | F | 3.8 | 26/5/2021 | 21-May | 4 | Under free shadow exposure | Harvest | level curved slope | Castillo | Cold | Rains | yes | no | no | no | no | no | no | no | Crop nutrition | CN | no | no | no | no | yes | yes | null | Cats and Dogs | Brown-eye spot |
Farm 05 | 36 | M | 2 | 4/5/2021 | 21-May | 1 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | no | Collection and review | CR | no | yes | no | no | no | yes | null | Cows | Coffee berry borer |
Farm 05 | 36 | M | 2 | 11/5/2021 | 21-May | 2 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | no | no | no | no | yes | no | Collection and review | CR | no | yes | no | no | no | yes | null | Cows | Coffee berry borer |
Farm 05 | 36 | M | 2 | 18/5/2021 | 21-May | 3 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | yes | no | no | no | yes | yes | Collection and review | CR | no | yes | no | no | no | yes | null | Cows | Coffee berry borer |
Farm 05 | 36 | M | 2 | 25/5/2021 | 21-May | 4 | Under free shadow exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | no | yes | no | no | no | yes | no | Collection and review | CR | no | yes | no | no | no | yes | null | Cows | Coffee berry borer |
Farm 07 | 72 | F | 1 | 5/5/2021 | 21-May | 1 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Collection and review | CR | yes | no | no | no | no | no | null | Cows | Coffee berry borer |
Farm 07 | 72 | F | 1 | 12/5/2021 | 21-May | 2 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Collection and review | CR | yes | no | no | no | no | no | null | Cows | Coffee berry borer |
Farm 07 | 72 | F | 1 | 19/5/2021 | 21-May | 3 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | yes | Collection and review | CR | yes | no | no | no | no | no | null | Cows | Coffee berry borer |
Farm 07 | 72 | F | 1 | 26/5/2021 | 21-May | 4 | Under free shadow exposure | Harvest | flat | Caturra | Cold | Rains | yes | no | no | no | no | no | no | no | Collection and review | CR | yes | no | no | no | no | no | null | Cows | Coffee berry borer |
Farm 08 | 36 | M | 7 | 4/5/2021 | 21-May | 1 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | no | no | no | no | no | no | yes | no | Collection and review | CR | yes | yes | no | yes | no | yes | null | Dogs | Coffee berry borer |
Farm 08 | 36 | M | 7 | 11/5/2021 | 21-May | 2 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | yes | yes | no | no | no | no | yes | yes | Collection and review | CR | yes | yes | no | yes | no | yes | null | Dogs | Coffee berry borer |
Farm 08 | 36 | M | 7 | 18/5/2021 | 21-May | 3 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | no | no | no | no | no | no | yes | no | Collection and review | CR | yes | yes | no | yes | no | yes | null | Dogs | Coffee berry borer |
Farm 08 | 36 | M | 7 | 25/5/2021 | 21-May | 4 | Under free sun exposure | Harvest | level curved slope | Caturra | Cold | Rains | no | yes | no | no | no | no | yes | yes | Collection and review | CR | yes | yes | no | yes | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 8/6/2021 | 21-Jun | 1 | Under free shadow exposure | Post-Harvest | flat | Caturra | Heat | Dry | no | yes | no | no | no | no | no | yes | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 15/6/2021 | 21-Jun | 2 | Under free shadow exposure | Post-Harvest | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 22/6/2021 | 21-Jun | 3 | Under free shadow exposure | Post-Harvest | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 01 | 52 | M | 2.5 | 29/6/2021 | 21-Jun | 4 | Under free shadow exposure | Post-Harvest | flat | Caturra | Cold | Rains | no | yes | no | no | yes | no | no | yes | Collection and review | CR | yes | no | yes | no | no | yes | null | Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 9/6/2021 | 21-Jun | 1 | Under shadow conditions | Post-Harvest | level curved slope | Tabi | Sunny | Dry | yes | no | no | no | no | no | no | yes | Collection and review | CR | no | no | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 16/6/2021 | 21-Jun | 2 | Under shadow conditions | Post-Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | yes | Collection and review | CR | no | no | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 23/6/2021 | 21-Jun | 3 | Under shadow conditions | Post-Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | yes | Collection and review | CR | no | no | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 02 | 48 | F | 4 | 30/6/2021 | 21-Jun | 4 | Under shadow conditions | Post-Harvest | level curved slope | Tabi | Cold | Rains | yes | no | no | no | no | no | no | yes | Collection and review | CR | no | no | no | no | no | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 9/6/2021 | 21-Jun | 1 | Under free shadow exposure | Post-Harvest | level curved slope | Castillo | Sunny | Dry | no | no | no | yes | no | no | no | no | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
Farm 04 | 46 | F | 3.8 | 16/6/2021 | 21-Jun | 2 | Under free shadow exposure | Post-Harvest | level curved slope | Castillo | Sunny | Dry | no | no | no | yes | no | no | no | no | Collection and review | CR | no | no | no | no | yes | yes | null | Cats and Dogs | Coffee berry borer |
End of preview.
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This document is a novel qualitative dataset for coffee pest detection based on the ancestral knowledge of coffee growers of the Department of Cauca, Colombia. Data has been obtained from survey applied to coffee growers of the association of agricultural producers of Cajibio – ASPROACA (Asociación de productores agropecuarios de Cajibio). The dataset contains a total of 432 records and 41 variables collected weekly during September 2020 - August 2021. The qualitative dataset consists of weather conditions (temperature and rainfall intensity), productive activities (e.g., biopesticides control, polyculture, ancestral knowledge, crop phenology, zoqueo, productive arrangement and intercropping), external conditions (animals close to the crop and water sources) and coffee bioaggressors (e.g., brown-eye spot, coffee berry borer, etc.). This dataset can provide to researchers the opportunity to find patterns for coffee crop protection from ancestral knowledge not detected for real-time agricultural sensors (meteorological stations, crop drone images, etc.). So far, there has not been found a set of data with similar characteristics of qualitative value expresses the empirical knowledge of coffee growers used to see causal behaviors of trigger pests and diseases in coffee crops.
license: cc-by-4.0
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