Update README.md

README.md

@@ -32,3 +32,39 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+# Crowdflower Search Results Relevance
+
+* Original source: https://www.kaggle.com/c/crowdflower-search-relevance/overview
+* More detailed version: https://data.world/crowdflower/ecommerce-search-relevance
+
+## Citation
+```
+@misc{crowdflower-search-relevance,
+    author = {AaronZukoff, Anna Montoya, JustinTenuto, Wendy Kan},
+    title = {Crowdflower Search Results Relevance},
+    publisher = {Kaggle},
+    year = {2015},
+    url = {https://kaggle.com/competitions/crowdflower-search-relevance}
+}
+```
+
+## Code for generating data
+
+```python
+# ! unzip train.csv.zip
+# ! unzip test.csv.zip 
+
+
+df_comp = pd.concat([
+    pd.read_csv("./train.csv").assign(split="train"),
+    pd.read_csv("./test.csv").assign(split="test"),
+])
+
+dataset = DatasetDict(
+    train=Dataset.from_pandas(df_comp[df_comp["split"] == "train"].reset_index(drop=True)),
+    test=Dataset.from_pandas(df_comp[df_comp["split"] == "test"].reset_index(drop=True)),
+)
+
+dataset.push_to_hub("napsternxg/kaggle_crowdflower_ecommerce_search_relevance")
+```