Datasets:
Small clarity fixes in Dataset Card
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README.md
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## Dataset Structure
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* **Jiggins_Zenodo_Img_Master.csv:** Information for the approximately 36,
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* **Jiggins_Zenodo_dorsal_Img_Master.csv:** Subset of 17,748 images from `Jiggins_Zenodo_Img_Master.csv` with a dorsal view of the butterflies (note that some have both dorsal and ventral). This subset includes 11,746 unique specimens. Image types and columns are the same as for the Master file.
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Data is pulled from the Zenodo Records in [`licenses.json`](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/metadata/licenses.json). This file also contains full citation information for all records.
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The original Master file, created by Christopher, was fed into notebook Data-gen-0-1, and further processed in Data-gen-0-2 and Data-gen-0-3. The next data generation step (deduplication by MD5) involved downloading all images in `Jiggins_Zenodo_Img_Master_3477891Patch.csv` (created in Data-gen-1-1). MD5s of all downloaded images were taken and the results were explored in the EDA-DL series of notebooks; information and conclusions from this EDA are documented in the [`deduplication_process` README](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/deduplication_process/README.md). The outline described there was then implemented in the [Data-gen-1-2 notebook](
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#### Initial Data Collection and Annotation
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## Dataset Structure
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* **Jiggins_Zenodo_Img_Master.csv:** Information for the approximately 36,000 unprocessed image files included in the Jiggins Heliconius Collection. Image types are `jpg`, `raw` (.CR2) and `tif`. `genus`, `species`, and `subspecies` are included columns.
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* **Jiggins_Zenodo_dorsal_Img_Master.csv:** Subset of 17,748 images from `Jiggins_Zenodo_Img_Master.csv` with a dorsal view of the butterflies (note that some have both dorsal and ventral). This subset includes 11,746 unique specimens. Image types and columns are the same as for the Master file.
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Data is pulled from the Zenodo Records in [`licenses.json`](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/metadata/licenses.json). This file also contains full citation information for all records.
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The [original Master file](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/metadata/Jiggins_Zenodo_Master.csv), created by Christopher Lawrence, was fed into notebook Data-gen-0-1, and further processed in Data-gen-0-2 and Data-gen-0-3. The next data generation step (deduplication by MD5) involved downloading all images in `Jiggins_Zenodo_Img_Master_3477891Patch.csv` (created in Data-gen-1-1). MD5s of all downloaded images were taken and the results were explored in the EDA-DL series of notebooks; information and conclusions from this EDA are documented in the [`deduplication_process` README](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/deduplication_process/README.md). The outline described there was then implemented in the [Data-gen-1-2 notebook](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/notebooks/Data-gen-1-2.ipynb), regenerating all current datasets. This notebook also has another round of taxonomic standardization so that all entries labeled only to the genus level are labeled as `<Genus> sp.` in both `Taxonomic_Name` and `species` columns, 4 entries with a non-butterfly genus name were noted and removed, as were 18 entries with `Unknown` as their taxonomic label.
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#### Initial Data Collection and Annotation
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