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davidwisdom
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reddit-randomness

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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 6 new columns ({'creation_date', 'date_accessed', 'subscribers', 'current_users', 'appearances', 'time_accessed_UTC'}) and 1 missing columns ({'response_code'}).

This happened while the csv dataset builder was generating data using

hf://datasets/davidwisdom/reddit-randomness/summary.csv (at revision 01740f7cd9ffa5855819bd828d5dcb03578abf0e)

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
              subreddit: string
              subscribers: int64
              current_users: int64
              creation_date: string
              date_accessed: string
              time_accessed_UTC: string
              appearances: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1127
              to
              {'subreddit': Value(dtype='string', id=None), 'response_code': Value(dtype='int64', 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 6 new columns ({'creation_date', 'date_accessed', 'subscribers', 'current_users', 'appearances', 'time_accessed_UTC'}) and 1 missing columns ({'response_code'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/davidwisdom/reddit-randomness/summary.csv (at revision 01740f7cd9ffa5855819bd828d5dcb03578abf0e)
              
              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)

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subreddit string	response_code int64
changemyview	302
Terraform	302
lostpause	302
USPS	302
MaliciousCompliance	302
BATProject	302
obs	302
apple	302
IndoorGarden	302
Dimension20	302
honkaiimpact3	302
chimebank	302
confusing_perspective	302
geopolitics	302
awardtravel	302
Home	302
AmITheDevil	302
runescape	302
benzodiazepines	302
interactivebrokers	302
Nootropics	302
2007scape	302
thesopranos	302
HottestFemaleAthletes	302
SuddenlyGay	302
QuotesPorn	302
formula1	302
Genshin_Impact	302
Hairloss	302
SomethingWasWrong	302
maryland	302
RPI	302
inkarnate	302
distantsocializing	302
clevercomebacks	302
OnlyFans	302
Discord_Bots	302
UniUK	302
CalamityMod	302
HealthAnxiety	302
CrucibleGuidebook	302
oilpen	302
Chonkers	302
yorku	302
reactiongifs	302
ClassyPornstars	302
MxRMods	302
trashy	302
Porsche	302
Drugs	302
oneplus	302
youseeingthisshit	302
DestinyFashion	302
fastfood	302
Aphantasia	302
FPSAimTrainer	302
CFA	302
comedyhomicide	302
discordapp	302
FedEx	302
TeslaModelY	302
NYStateOfMind	302
beer	302
SubredditDrama	302
SUMC	302
Techno	302
USC	302
AskVet	302
GreenBayPackers	302
FanTheories	302
WidescreenWallpaper	302
PS4Pro	302
datascience	302
French	302
ModernWarzone	302
kitchener	302
CrazyIdeas	302
JuiceWRLD	302
adhdwomen	302
lebanon	302
tasker	302
learnjava	302
halifax	302
kitchener	302
AWSCertifications	302
Music	302
AltStore	302
Beastars	302
malegrooming	302
kansascity	302
japanlife	302
ContraPoints	302
canberra	302
imaginarymaps	302
Tetris	302
BMW	302
travisscott	302
Crunchyroll	302
fightporn	302
Webull	302

End of preview.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Reddit Randomness Dataset

A dataset I created because I was curious about how "random" r/random really is. This data was collected by sending GET requests to https://www.reddit.com/r/random for a few hours on September 19th, 2021. I scraped a bit of metadata about the subreddits as well. randomness_12k_clean.csv reports the random subreddits as they happened and summary.csv lists some metadata about each subreddit.

The Data

`randomness_12k_clean.csv`

This file serves as a record of the 12,055 successful results I got from r/random. Each row represents one result.

Fields

subreddit: The name of the subreddit that the scraper recieved from r/random (string)
response_code: HTTP response code the scraper recieved when it sent a GET request to /r/random (int, always 302)

`summary.csv`

As the name suggests, this file summarizes randomness_12k_clean.csv into the information that I cared about when I analyzed this data. Each row represents one of the 3,679 unique subreddits and includes some stats about the subreddit as well as the number of times it appears in the results.

Fields

subreddit: The name of the subreddit (string, unique)
subscribers: How many subscribers the subreddit had (int, max of 99_886)
current_users: How many users accessed the subreddit in the past 15 minutes (int, max of 999)
creation_date: Date that the subreddit was created (YYYY-MM-DD or Error:PrivateSub or Error:Banned)
date_accessed: Date that I collected the values in subscribers and current_users (YYYY-MM-DD)
time_accessed_UTC: Time that I collected the values in subscribers and current_users, reported in UTC+0 (HH:MM:SS)
appearances: How many times the subreddit shows up in randomness_12k_clean.csv (int, max of 9)

Missing Values and Quirks

In the summary.csv file, there are three missing values. After I collected the number of subscribers and the number of current users, I went back about a week later to collect the creation date of each subreddit. In that week, three subreddits had been banned or taken private. I filled in the values with a descriptive string.

SomethingWasWrong (Error:PrivateSub)
HannahowoOnlyfans (Error:Banned)
JanetGuzman (Error:Banned)

I think there are a few NSFW subreddits in the results, even though I only queried r/random and not r/randnsfw. As a simple example, searching the data for "nsfw" shows that I got the subreddit r/nsfwanimegifs twice.

License

This dataset is made available under the Open Database License: http://opendatacommons.org/licenses/odbl/1.0/. Any rights in individual contents of the database are licensed under the Database Contents License: http://opendatacommons.org/licenses/dbcl/1.0/

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