python file to generate data

create_dataset.py

@@ -0,0 +1,20 @@
+from datasets import load_dataset
+
+
+def main():
+
+	raw_data = load_dataset("catalonia_independence", "spanish")
+	raw_data = raw_data.rename_column("LABEL", "label")
+	raw_data = raw_data.rename_column("TWEET", "text")
+	raw_data = raw_data.rename_column("id_str", "id")
+
+	labels = raw_data["train"].features["label"]
+
+
+	for split, dataset in raw_data.items():
+		dataset = dataset.map(lambda x: {"label_text": labels.int2str(x["label"])}, num_proc=4)
+		dataset.to_json(f"{split}.jsonl")
+
+if __name__ == "__main__":
+	main()
+