Update README.md

README.md

@@ -21,4 +21,33 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- image-classification
+language:
+- en
+tags:
+- fintwit
+- twitter
+- charts
+- financial
+- financial charts
+- finance
+- stocks
+- crypto
+- image
+pretty_name: FinTwit Charts
 ---
+
+## FinTwit 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 mainly of images that are financial charts about either cryptocurrency or stocks.
+This dataset can be used for a wide variety of tasks, such as image classification or feature extraction.
+
+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.