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jason1966
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usv-dataset

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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 9 new columns ({'Customer Name', 'Customer e-mail', 'Age', 'Country', 'Credit Card Debt', 'Net Worth', 'Gender', 'Car Purchase Amount', 'Annual Salary'}) and 4 missing columns ({'name', 'target', 'equipment', 'bodyPart'}).

This happened while the csv dataset builder was generating data using

hf://datasets/jason1966/usv-dataset/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv (at revision 5a99730437d5256285d7cae26f09a82b967a6668), [/tmp/hf-datasets-cache/medium/datasets/59850734939642-config-parquet-and-info-jason1966-usv-dataset-7caea590/hub/datasets--jason1966--usv-dataset/snapshots/5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv (origin=hf://datasets/jason1966/usv-dataset@5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv), /tmp/hf-datasets-cache/medium/datasets/59850734939642-config-parquet-and-info-jason1966-usv-dataset-7caea590/hub/datasets--jason1966--usv-dataset/snapshots/5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_customer-clustering/segmentation data.csv (origin=hf://datasets/jason1966/usv-dataset@5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_customer-clustering/segmentation data.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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Customer Name: string
              Customer e-mail: string
              Country: string
              Gender: int64
              Age: int64
              Annual Salary: double
              Credit Card Debt: double
              Net Worth: double
              Car Purchase Amount: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1361
              to
              {'name': Value('string'), 'target': Value('string'), 'bodyPart': Value('string'), 'equipment': Value('string')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, 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 1892, 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 9 new columns ({'Customer Name', 'Customer e-mail', 'Age', 'Country', 'Credit Card Debt', 'Net Worth', 'Gender', 'Car Purchase Amount', 'Annual Salary'}) and 4 missing columns ({'name', 'target', 'equipment', 'bodyPart'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jason1966/usv-dataset/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv (at revision 5a99730437d5256285d7cae26f09a82b967a6668), [/tmp/hf-datasets-cache/medium/datasets/59850734939642-config-parquet-and-info-jason1966-usv-dataset-7caea590/hub/datasets--jason1966--usv-dataset/snapshots/5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv (origin=hf://datasets/jason1966/usv-dataset@5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_car-purchasing-model/Car_Purchasing_Data.csv), /tmp/hf-datasets-cache/medium/datasets/59850734939642-config-parquet-and-info-jason1966-usv-dataset-7caea590/hub/datasets--jason1966--usv-dataset/snapshots/5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_customer-clustering/segmentation data.csv (origin=hf://datasets/jason1966/usv-dataset@5a99730437d5256285d7cae26f09a82b967a6668/datasets/dev0914sharma_customer-clustering/segmentation data.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.

name string	target string	bodyPart string	equipment string
lever seated hip abduction	abductors	upper legs	leverage machine
side hip abduction	abductors	upper legs	body weight
straight leg outer hip abductor	abductors	upper legs	body weight
side bridge hip abduction	abductors	upper legs	body weight
resistance band seated hip abduction	abductors	upper legs	resistance band
3/4 sit-up	abs	waist	body weight
45° side bend	abs	waist	body weight
air bike	abs	waist	body weight
alternate heel touchers	abs	waist	body weight
assisted hanging knee raise with throw down	abs	waist	assisted
assisted hanging knee raise	abs	waist	assisted
assisted lying leg raise with lateral throw down	abs	waist	assisted
assisted lying leg raise with throw down	abs	waist	assisted
assisted motion russian twist	abs	waist	medicine ball
barbell press sit-up	abs	waist	barbell
cable hip adduction	adductors	upper legs	cable
lever seated hip adduction	adductors	upper legs	leverage machine
butterfly yoga pose	adductors	upper legs	body weight
assisted side lying adductor stretch	adductors	upper legs	assisted
side plank hip adduction	adductors	upper legs	body weight
side lying hip adduction (male)	adductors	upper legs	body weight
barbell alternate biceps curl	biceps	upper arms	barbell
barbell curl	biceps	upper arms	barbell
barbell drag curl	biceps	upper arms	barbell
barbell lying preacher curl	biceps	upper arms	barbell
barbell preacher curl	biceps	upper arms	barbell
barbell prone incline curl	biceps	upper arms	barbell
barbell reverse curl	biceps	upper arms	barbell
barbell reverse preacher curl	biceps	upper arms	barbell
barbell seated close-grip concentration curl	biceps	upper arms	barbell
barbell standing close grip curl	biceps	upper arms	barbell
barbell seated calf raise	calves	lower legs	barbell
barbell standing leg calf raise	calves	lower legs	barbell
barbell standing rocking leg calf raise	calves	lower legs	barbell
circles knee stretch	calves	lower legs	body weight
donkey calf raise	calves	lower legs	body weight
dumbbell seated one leg calf raise	calves	lower legs	dumbbell
dumbbell single leg calf raise	calves	lower legs	dumbbell
dumbbell standing calf raise	calves	lower legs	dumbbell
lever seated calf raise	calves	lower legs	leverage machine
lever standing calf raise	calves	lower legs	leverage machine
jack burpee	cardiovascular system	cardio	body weight
mountain climber	cardiovascular system	cardio	body weight
run (equipment)	cardiovascular system	cardio	body weight
run	cardiovascular system	cardio	body weight
stationary bike walk	cardiovascular system	cardio	leverage machine
burpee	cardiovascular system	cardio	body weight
dumbbell burpee	cardiovascular system	cardio	dumbbell
stationary bike run v. 3	cardiovascular system	cardio	stationary bike
walk elliptical cross trainer	cardiovascular system	cardio	elliptical machine
walking on stepmill	cardiovascular system	cardio	stepmill machine
barbell front raise	delts	shoulders	barbell
barbell one arm snatch	delts	shoulders	barbell
barbell rear delt raise	delts	shoulders	barbell
barbell rear delt row	delts	shoulders	barbell
barbell seated behind head military press	delts	shoulders	barbell
barbell seated bradford rocky press	delts	shoulders	barbell
barbell seated overhead press	delts	shoulders	barbell
barbell skier	delts	shoulders	barbell
barbell standing bradford press	delts	shoulders	barbell
barbell standing front raise over head	delts	shoulders	barbell
barbell reverse wrist curl v. 2	forearms	lower arms	barbell
barbell reverse wrist curl	forearms	lower arms	barbell
barbell standing back wrist curl	forearms	lower arms	barbell
barbell wrist curl v. 2	forearms	lower arms	barbell
barbell wrist curl	forearms	lower arms	barbell
cable reverse wrist curl	forearms	lower arms	cable
cable standing back wrist curl	forearms	lower arms	cable
cable wrist curl	forearms	lower arms	cable
dumbbell lying pronation	forearms	lower arms	dumbbell
dumbbell lying supination	forearms	lower arms	dumbbell
barbell clean-grip front squat	glutes	upper legs	barbell
barbell deadlift	glutes	upper legs	barbell
barbell front chest squat	glutes	upper legs	barbell
barbell front squat	glutes	upper legs	barbell
barbell full squat	glutes	upper legs	barbell
barbell hack squat	glutes	upper legs	barbell
barbell jefferson squat	glutes	upper legs	barbell
barbell jump squat	glutes	upper legs	barbell
barbell lunge	glutes	upper legs	barbell
barbell lying lifting (on hip)	glutes	upper legs	barbell
assisted prone hamstring	hamstrings	upper legs	assisted
barbell good morning	hamstrings	upper legs	barbell
barbell straight leg deadlift	hamstrings	upper legs	barbell
dumbbell lying femoral	hamstrings	upper legs	dumbbell
inverse leg curl (bench support)	hamstrings	upper legs	body weight
kettlebell hang clean	hamstrings	upper legs	kettlebell
kick out sit	hamstrings	upper legs	body weight
lever kneeling leg curl	hamstrings	upper legs	leverage machine
lever lying leg curl	hamstrings	upper legs	leverage machine
lever seated leg curl	hamstrings	upper legs	leverage machine
alternate lateral pulldown	lats	back	cable
assisted parallel close grip pull-up	lats	back	leverage machine
assisted pull-up	lats	back	leverage machine
barbell pullover to press	lats	back	barbell
barbell decline bent arm pullover	lats	back	barbell
barbell decline wide-grip pullover	lats	back	barbell
barbell pullover	lats	back	barbell
cable bar lateral pulldown	lats	back	cable
cable cross-over lateral pulldown	lats	back	cable

End of preview.

Kaggle Top 1000 Small Datasets

1000 high-quality small datasets from Kaggle (~98MB total).

Usage

from huggingface_hub import snapshot_download
import pandas as pd

path = snapshot_download(repo_id="jason1966/usv-dataset", repo_type="dataset")
df = pd.read_csv(f"{path}/datasets/author_name/data.csv")

See metadata.json for dataset info.

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