Create README.md

README.md

@@ -0,0 +1,54 @@
+# Running Speed Dataset
+
+## Dataset Description
+
+This **placeholder** dataset maps running distances to typical running speeds, providing a simple relationship between meters covered and miles per hour (mph). The dataset can be used for:
+- Analyzing the relationship between distance and running speed
+- Training basic regression models
+- Educational purposes in data science
+
+## Dataset Structure
+
+The dataset is a simple CSV file with two columns:
+- `meters`: Distance covered in meters
+- `mph`: Corresponding speed in miles per hour
+
+### Data Fields
+
+- `meters` (float): The distance a person runs, measured in meters
+- `mph` (float): The corresponding speed, measured in miles per hour
+
+### Data Splits
+
+The dataset consists of a single training split with no test/validation splits provided.
+
+## Dataset Creation
+
+### Source Data
+
+The data represents typical running speeds across different distances, compiled to demonstrate the general trend that running speed tends to decrease as distance increases.
+
+### Annotations
+
+This dataset contains no annotations as it is a simple numerical mapping.
+
+## Additional Information
+
+### License
+MIT License
+
+### Citation
+If you use this dataset, please cite:
+```
+@dataset{running_speed_2025,
+  author       = {Sean Payne},
+  title        = {Running Speed Dataset},
+  month        = {1},
+  year         = {2025},
+  publisher    = {Hugging Face},
+  url          = {https://huggingface.co/datasets/spayno/running_speed}
+}
+```
+
+### Contributions
+Feel free to contribute to this dataset by opening a pull request.