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---
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
- **Point of Contact:** [RASMUS](https://www.linkedin.com/in/rasmustoivanen/)
- **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](https://reddit.com/).
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](https://files.pushshift.io/reddit/comments/), 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.
This project was inspired by https://huggingface.co./datasets/alexandrainst/scandi-reddit creator https://www.saattrupdan.com/. Kudos to you!
### 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 Finnish language does not have that many open source social media datasets. One notable dataset is Suomi24 but it has restricted access.
### Source Data
The raw Reddit data was collected through [PushShift](https://files.pushshift.io/reddit/comments/).
## Additional Information
### Dataset Curators
[Rasmus Toivanen](https://www.linkedin.com/in/rasmustoivanen/)
curated this dataset.
### Licensing Information
The dataset is licensed under the [CC BY 4.0
license](https://creativecommons.org/licenses/by/4.0/). |