Add data

create_dataset.py

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+from datasets import DatasetDict, load_dataset
+
+
+def main():
+    label2id = {"positive": 2, "neutral": 1, "negative": 0}
+    train_dset = load_dataset("csv", data_files="raw_data/train.csv", split="train")
+    train_dset = train_dset.remove_columns(["selected_text"])
+    test_dset = load_dataset("csv", data_files="raw_data/train.csv", split="train")
+    raw_dset = DatasetDict()
+    raw_dset["train"] = train_dset
+    raw_dset["test"] = test_dset
+
+    for split, dset in raw_dset.items():
+        dset = dset.rename_column("sentiment", "label_text")
+        dset = dset.map(lambda x: {"label": label2id[x["label_text"]]}, num_proc=8)
+        dset.to_json(f"{split}.jsonl")
+
+
+if __name__ == "__main__":
+    main()

test.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:088f0450a3f18fbd3768548b666cbf0e00b0e71a835f88dc4f6408156d1e7710
+size 5277301

train.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:750bbef4e42ca44a0a6fef4625748f75014d15e128fb6b18752d34f64a4681bc
+size 3743264