Datasets:
NSFW Dataset
This dataset is licensed under CC BY-NC 4.0, which allows for non-commercial use with proper attribution. While the license governs legal use, we also ask that this dataset not be used to:
- Train generative models that produce NSFW content.
- Perpetuate harmful or unethical behavior, such as generating misogynistic or exploitative material.
The dataset is intended for research purposes and community enhancement measures only, such as training NSFW classifiers or analyzing user behavior. Users are encouraged to consider the ethical implications of using this data or else use a different dataset!
Civiverse
This dataset contains metadata related to AI-generated images, including prompts, user interactions, and model information.
Dataset content
| Year | Month | Total Images | Average Daily Images | NSFW Ratio |
|---|---|---|---|---|
| 2023 | 10 | 405,920 | 13,014.10 | 0.5519 |
| 2023 | 11 | 552,773 | 18,393.53 | 0.5829 |
| 2023 | 12 | 661,746 | 21,310.68 | 0.5597 |
| 2024 | 1 | 817,261 | 26,326.52 | 0.5859 |
| 2024 | 2 | 926,644 | 31,902.31 | 0.6121 |
| 2024 | 3 | 1,328,061 | 42,759.94 | 0.6504 |
| 2024 | 4 | 1,853,760 | 61,476.00 | 0.7294 |
Column Preview
| Column Name | Description |
|---|---|
createdAt |
Timestamp when the record was created (ISO 8601 format) |
positivePrompt |
Positive prompts used for generating the images |
negativePrompt |
Negative prompts used to avoid certain features in the images |
nsfw |
Indicates if the content is Not Safe For Work (NSFW) |
nsfwLevel |
Level of NSFW content (e.g., Mature) |
browsingLevel |
Level of access required for browsing the content (related to NSFW filtering) |
likeCount |
Number of likes received by the content |
username |
Username of the content creator converted into unique hashes |
Model |
Model identifier or name used for generating the content |
Meta |
Metadata about the image generation (e.g., size, seed, steps) |
Resource1 |
Additional resource information associated with the content (if any) |
Resource2 |
Additional resource information associated with the content (if any) |
Resource3 |
Additional resource information associated with the content (if any) |
Resource4 |
Additional resource information associated with the content (if any) |
Resource5 |
Additional resource information associated with the content (if any) |
Resource6 |
Additional resource information associated with the content (if any) |
Metadata Categories
| Category | Attributes |
|---|---|
| Identifiers | Download URL, ID, PostID, Hash, Timestamp, Username |
| Classification | NSFW Boolean, NSFW Level, Browsing Level |
| Conditioning | Seed, Size, Steps, Sampler, CFG Scale, Prompts |
| Prompts | Prompt (Positive), Prompt (Negative) |
| Resources | Diffusion Model, VAE, Model Adapters: e.g. LoRA, LoHA, LoCon, Upscaling Model, Motion Module |
| Miscellaneous | Count of Social Reactions (Like, Cry etc.) comments |
Dataset Description
This dataset provides detailed metadata for AI-generated images. Each record includes the prompts used to generate the image, user interactions like likes, and metadata such as the model used and specific generation parameters. The dataset is particularly useful for researchers and developers working on AI image generation, prompt engineering, and user interaction analysis.
The dataset includes both positive and negative prompts, indicating desired and undesired features in the generated images. Additionally, it captures NSFW content indicators and browsing level requirements, providing a comprehensive view of the content's accessibility and safety.
Examples of Metadata Fields:
- Size: The dimensions of the generated image (e.g., 832x1216).
- Seed: The seed value used for image generation.
- Steps: Number of steps used in the image generation process.
- VAE: Variational Autoencoder details used in the generation process.
Preview of the Dataset
| createdAt | positivePrompt | negativePrompt | nsfw | nsfwLevel | browsingLevel | likeCount | username | Model | Meta | Resource1 | Resource2 | Resource3 | Resource4 | Resource5 | Resource6 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024-06-25T11:08:19.332Z | RAW highres 8k uhd High DynamicRa | easynegative,ng_deepnegative_v1_ | True | Mature | 4 | 1 | ######1 | chill-bra-hen-dr | Size: 832x1216, Seed: 715023941, Steps: 25, VAE: | Name: blessed, Type: LoRA | NaN | NaN | NaN | NaN | NaN |
| 2024-06-25T11:08:19.211Z | 28-year regions south of the Yan | bad anatomy, bad hands, extra han | True | Mature | 4 | 20 | ######1 | jamJustAnotherMe | Size: 832x1216, Seed: 128776852, Steps: 25, VAE: | Name: fatality, Type: LoRA | NaN | NaN | NaN | NaN | NaN |
| 2024-06-25T11:08:18.916Z | best quality extremery best quali | missing fingers, broken hand, mor | False | NaN | 1 | 5 | #####23 | majicmixRealisti | Size: 1024x1024, Seed: 3271937516, Steps: 36, VAE: | Name: badhands_negative, Type: LoRA | Name: detailer, Type: LoRA | NaN | NaN | NaN | NaN |
| 2024-06-25T11:08:18.904Z | 1girl solo looking at viewer, be | mutated hands, distorted hands, | True | Mature | 16 | 1 | ######1 | meinapastel_v6Pas | Size: 832x1216, Seed: 1703134640, Steps: 25, VAE: | Name: yayoiS, Type: LoCon | NaN | NaN | NaN | NaN | NaN |
| 2024-06-25T11:08:18.637Z | official art beautiful and aesthe | lowres,normal quality,((monochrom | True | Mature | 4 | 1 | #874879 | dynavisionXLAllIn | Size: 832x1216, Seed: 1703134639, Steps: 25, VAE: | NaN | NaN | NaN | NaN | NaN | NaN |
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