Update README.md

README.md

@@ -9,4 +9,25 @@ size_categories:
 task_categories:
 - tabular-classification
 - tabular-regression
----
+---
+
+# Palmer Penguins
+
+The Palmer penguins dataset by Allison Horst, Alison Hill, and Kristen Gorman was first made publicly available as an R package. 
+The goal of the Palmer Penguins dataset is to replace the highly overused Iris dataset for data exploration & visualization. 
+However, now you can use Palmer penguins on huggingface!
+
+![Penguins](https://camo.githubusercontent.com/81cc55ac4e8636f74967d555c89b3f4ec57135d55d3910f6fec5b26af2fcfa1e/68747470733a2f2f616c6c69736f6e686f7273742e6769746875622e696f2f70616c6d657270656e6775696e732f7265666572656e63652f666967757265732f6c7465725f70656e6775696e732e706e67)
+
+## License
+Data are available by CC-0 license in accordance with the Palmer Station LTER Data Policy and the LTER Data Access Policy for Type I data.
+
+## Bibliography
+Gorman KB, Williams TD, Fraser WR (2014) Ecological Sexual Dimorphism and Environmental Variability within a Community of Antarctic Penguins (Genus Pygoscelis). PLoS ONE 9(3): e90081. https://doi.org/10.1371/journal.pone.0090081
+
+See also:
+
+More information about the dataset is available in its official documentation.
+
+The Palmer penguins dataset in Python: https://github.com/mcnakhaee/palmerpenguins/
+The Palmer penguins dataset in Julia: https://github.com/devmotion/PalmerPenguins.jl