Update README.md

README.md

@@ -20,4 +20,56 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: mit
+task_categories:
+- image-classification
+- image-feature-extraction
+language:
+- en
+pretty_name: Stock Charts
+tags:
+- fintwit
+- twitter
+- charts
+- financial
+- financial charts
+- finance
+- stocks
+- crypto
+- image
+size_categories:
+- 1K<n<10K
 ---
+
+## Stock Charts
+
+This dataset is a collection of a sample of images from tweets that I scraped using my [Discord bot](https://github.com/StephanAkkerman/fintwit-bot) that keeps track of financial influencers on Twitter.
+The data consists of images that were part of tweets that mentioned a stock.
+This dataset can be used for a wide variety of tasks, such as image classification or feature extraction.
+
+### FinTwit Charts Collection
+This dataset is part of a larger collection of datasets, scraped from Twitter and labeled by a human (me). Below is the list of related datasets.
+- [Crypto Charts](huggingface.co/datasets/StephanAkkerman/crypto-charts): Images of financial charts of cryptocurrencies
+- [Stock Charts](https://huggingface.co/datasets/StephanAkkerman/stock-charts): Images of financial charts of stocks
+- [FinTwit Images](https://huggingface.co/datasets/StephanAkkerman/fintwit-images): Images that had no clear description, this contains a lot of non-chart images
+
+## Dataset Structure
+Each images in the dataset is structured as follows:
+
+- **Image**: The image of the tweet, this can be of varying dimensions.
+- **Label**: A numerical label indicating the category of the image, with '1' for charts, and '0' for non-charts.
+
+## Dataset Size
+The dataset comprises 5,203 images in total, categorized into:
+
+- 4,607 chart images
+- 596 non-chart images
+
+## Usage
+I used this dataset for training my [chart-recognizer model](https://huggingface.co/StephanAkkerman/chart-recognizer) for classifying if an image is a chart or not.
+
+## Acknowledgments
+We extend our heartfelt gratitude to all the authors of the original tweets.
+
+## License
+This dataset is made available under the MIT license, adhering to the licensing terms of the original datasets.