steamcyclone/Pill-Ideologies-New-Test

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Dataset Card for Dataset Name

This dataset aims to be a tool to help trace linguistic patterns in the reddit posts from members who partake in the internet centric pill ideologies, known as blackpill, red pill, blue pill.

Dataset Details

Dataset Description

A few of the major groups' posts have been coalesced into one dataset, all from different years. There are more than 200 posts per the major pill groups on reddit (red pill rebooted, blue pill, black pill, married red pill, red pill women, and feminism as a counterpoint of reference). The group of feminism was added as a juxtaposition against red pill women, in oder to allow researchers to explore those dichotomies. For researchers, the value will be in identifying or classifying the types of words that make one ideology more prominent than the other.

• Curated by: [steamcyclone]
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [steamcyclone]
• Language(s) (NLP): [EN]
• License: [CC]

Dataset Sources [optional]

• Repository: [This is the only source]

Uses

The main usage of this dataset is to study linguistic patterns. Running models and detecting word usage per groups, as well as overlaps across groups is an ideal use for this dataset. With the rise of the loneliness epidemic, any insights that come from this are welcome.

Direct Use

The suitable use cases are to multi-class classification, word clustering or semantic clustering per different groups, summarization modeling, text parsing, and any other natural language processing task.

[More Information Needed]

Out-of-Scope Use

This dataset is not meant to be utilized to demonize or mock certain online communities for the trials in life in which individuals find themselves. If the viewer's agenda is to push forward some misandrist or misogynistic agenda, please ignore this dataset.

[More Information Needed]

Dataset Structure

Currently, this dataset contains

• subreddit of the post : string,
• postid : string
• title of the post: string
• text of the post (where applicable) : string
• url (if something was embedded) : string\
• score : int32
• author : string
• date : int64

[More Information Needed]

Dataset Creation

Curation Rationale

With the rise of the loneliness epidemic and the radicalization of internet content pitting men and women against each other, it is important to seek understanding of the root of the problem. Depending on whom you ask, you'll get a plethora of answers. Jordan Peterson describes it as some type of post-modernist feminist liberalism problem. The Andrew Tates and other conservative archetypes blame the loss of traditionalism. Others blame dating apps and its selection bias effects. Within each of the major pill ideologies, with the exception of the BlackPill, men blame women, and women blame men.

Unfortunately, male spaces, as substantiated by research and media coverage, in recent years have only been able to exist on the internet, and counter-spaces have emerged to challenge the views held in the differing ideologies.

In short, according to archetypical definitions

• the red pill is the emancipation of the masculinity in a feminized age and understanding mating strategies with women.
• the blue pill is the satire of the red pill, often run by women.
• the black pill is meant to bridge the gaps across the red, pink, and blue pills in order to land on a ground truth.
• the pink pill is about improving the female image by augmenting sexual marketplace value.

[More Information Needed]

Source Data

Each record contains a reddit post, approximately 200 per group, and has a key title and a post with words to display the intended message by the author.

Data Collection and Processing

In progress.

However, the plan is to increase the amount of records and leverage the ChatGpt API to summarize the messages into categories. In addition, the dates have to be cleaned a little, in order to add use for researches. I am also not sure if I can retrieve comments per post, further augmenting the data.

[More Information Needed]

Who are the source data producers?

The producers of the data are the various redditors who have participated in these spaces.

[More Information Needed]

Annotations [optional]

An annotation that is not part of the collection will be the ChatGPT summarizations (future). The subreddit labels are merely the origins of the posts.

Annotation process

The origin of the posts are the labels of the records.

Who are the annotators?

I and the subreddit origin are the label annotators.

Personal and Sensitive Information

This dataset contains no personally identifiable information with the exception of embedded youtube links. Those links may lead to videos where the impact of the content is unknown.

Bias, Risks, and Limitations

A major caveat is that the pink pill and original red pill groups are shadow banned, impeding their scraping process. This is a flaw I recognize because the original red pill movement, which started in books by authors, propagated itself through its internet (reddit) variant, and it spawned all the other pills.

Another bias point is that there is more red pill content, as a means to compensate for the ban of the original red pill subreddit.

As such, I caution researchers to balance their datasets where necessary.

[More Information Needed]

Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. Remember that this dataset is not a tool for reckless and hateful political agendas.

Citation [optional]

BibTeX:

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APA:

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Glossary [optional]

Pill ideologies :

In short, according to archetypical definitions

• the red pill is the emancipation of the masculinity in a feminized age and understanding mating strategies with women.
• the blue pill is the satire of the red pill, often run by women.
• the black pill is meant to bridge the gaps across the red, pink, and blue pills in order to land on a ground truth.
• the pink pill is about improving the female image by augmenting sexual marketplace value.

Dataset Card Authors [optional]

steamcyclone, all the redditors from the subreddits in the authors columns.

Dataset Card Contact

• N/A