metadata

dataset_info:
  features:
    - name: 'Unnamed: 0'
      dtype: int64
    - name: subreddit
      dtype: string
    - name: created_utc
      dtype: int64
    - name: score
      dtype: int64
    - name: body
      dtype: string
    - name: predicted_language
      dtype: string
    - name: probability
      dtype: float64
    - name: year
      dtype: float64
    - name: day
      dtype: float64
    - name: month
      dtype: float64
    - name: time
      dtype: string
  splits:
    - name: train
      num_bytes: 1673066866
      num_examples: 4476667
  download_size: 969870210
  dataset_size: 1673066866

Dataset Card for "Reddit_fi_2006_2022"

Dataset Description

Repository: https://github.com/alexandrainst/ScandiReddit
Point of Contact: RASMUS
Size of csv filee on disk files: 1542.75 MB
Size of the generated parquet files: 970 MB

Dataset Summary

Reddit_fi is a filtered and post-processed corpus consisting of comments from Reddit.

Some words of caution at this stage however. Subreddits were not filtered as in ScandiReddit to filter out any specific subreddits that could have hate speech, toxicity, biased. Be careful when training language models with this data and curate you dataset properly.

All Reddit comments from January 2006 up until December 2022 were downloaded through PushShift, after which these were filtered based on the FastText language detection model by using confidence score of 70% was as a limit.

We also filter out shorter than 30 character messages based on body field.

Filtering disclaimer. Toxicity and bias

The dataset is provided as is and high likely includes toxic, biased etch. material. You should carefully curate this dataset for your needs. We evaluated subreddits with over 500 messages and decided to provide a list that based on our fast analysis should be filtered out:

[FinlandOnlyfans, Warframe, Finnishbitches, vitunluurangot, WTF, SaatananTeletapit, FinnishWhores, pics, iidapiiroinen123, okkamuretardi, FinnishGenderCritical, onlyfanssuomi, SuomiBannatut, jumalattaret, jumalattaret2, jumalattaretPro, HommaInAction, snappisensuroimaton]

Supported Tasks and Leaderboards

Training language models is the intended task for this dataset. You can also use this dataset for various data analysis things

Languages

The dataset is available in Finnish

Data Instances

An example from the dataset looks as follows.

{
 'subreddit': 'arkisuomi',
 'created_utc': 1671152007,
 'score': 1, 
 'body': 'oatlyn iKaffe on maitoa parempaa kahvissa, en jois pelkästään kuitenkaan',
 'predicted_language': '__label__fi',
 'probability': 0.9783772230148317,
 'year': 2022.0,
 'day': 16.0,
 'month': 12.0,
 'time': '00:53:27'}

Data Fields

The data fields are the same among all splits.

subreddit: string
created_utc: int`
predicted_language: a string
probability: a float64
'year': datetime
'day': datetime
'month': datetime
'time': datetime }

Language Distribution

fi: 4,476,667

Top-5 Subreddit Distribution

Suomi: 3 546 657
snappijuorut: 469 592
LakkoPostaukset: 64 198
snappisensuroimaton: 6 248
mina_irl: 2 828

Dataset Creation

Curation Rationale

The Scandinavian languages do not have that many open source social media datasets.

Source Data

The raw Reddit data was collected through PushShift.

Additional Information

Dataset Curators

Rasmus Toivanen curated this dataset.

Licensing Information

The dataset is licensed under the CC BY 4.0 license.