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  license: mit
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  task_categories:
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  - image-classification
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- pretty_name: FinTwit Charts
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  dataset_info:
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  features:
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  - name: image
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  - image
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  ---
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- ## FinTwit Charts
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  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.
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- The data consists mainly of images that are financial charts about either cryptocurrency or stocks.
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  This dataset can be used for a wide variety of tasks, such as image classification or feature extraction.
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  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.
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  ## Acknowledgments
 
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  license: mit
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  task_categories:
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  - image-classification
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+ pretty_name: Crypto Charts
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  dataset_info:
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  features:
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  - name: image
 
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  - image
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  ---
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+ ## Crypto Charts
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  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.
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+ The data consists mainly of images that are cryptocurrency charts.
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  This dataset can be used for a wide variety of tasks, such as image classification or feature extraction.
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+ ### FinTwit Charts Collection
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+ 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.
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+ - [Crypto Charts](huggingface.co/datasets/StephanAkkerman/crypto-charts): Images of financial charts of cryptocurrencies
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+ - [Stock Charts](https://huggingface.co/datasets/StephanAkkerman/stock-charts): Images of financial charts of stocks
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+ - [FinTwit Images](https://huggingface.co/datasets/StephanAkkerman/fintwit-images): Images that had no clear description, this contains a lot of non-chart images
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+
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+ ## Dataset Structure
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+ Each images in the dataset is structured as follows:
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+
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+ Image: The image of the tweet, this can be of varying dimensions.
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+ Label: A numerical label indicating the category of the image, with '1' for charts, and '0' for non-charts.
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+
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+ ## Dataset Size
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+ The dataset comprises 4,880 images in total, categorized into:
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+
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+ 4,051 chart images
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+ 829 non-chart images
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+
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+ ## Usage
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  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.
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  ## Acknowledgments