Initial data import (#1)

- Initial data import (5d7eddbc2d52ddfccf5ca5c4185dc6395e296de3)


Co-authored-by: Daniels Buls <SkyWater21@users.noreply.huggingface.co>

README.md

@@ -1,3 +1,88 @@
 ---
-license: apache-2.0
+language:
+- en
+license: cc-by-4.0
+task_categories:
+- text-classification
+dataset_info:
+  config_name: simplified_ekman
+  features:
+  - name: text
+    dtype: string
+  - name: labels
+    dtype:
+      class_label:
+        names:
+          '0': sadness
+          '1': joy
+          '2': love
+          '3': anger
+          '4': fear
+          '5': surprise
+  - name: labels_ekman
+    dtype:
+      class_label:
+        names:
+          '0': anger
+          '1': disgust
+          '2': fear
+          '3': joy
+          '4': sadness
+          '5': surprise
+          '6': neutral
+  splits:
+  - name: train
+    num_bytes: 71995184.8176143
+    num_examples: 333447
+  - name: validation
+    num_bytes: 8999425.091192849
+    num_examples: 41681
+  - name: test
+    num_bytes: 8999425.091192849
+    num_examples: 41681
+  download_size: 55584192
+  dataset_size: 89994035.0
+configs:
+- config_name: simplified_ekman
+  data_files:
+  - split: train
+    path: simplified_ekman/train-*
+  - split: validation
+    path: simplified_ekman/validation-*
+  - split: test
+    path: simplified_ekman/test-*
 ---
+The original dataset: https://www.kaggle.com/datasets/nelgiriyewithana/emotions
+
+The derived dataset contains mapping from original emotion classes to Ekman emotion classes.
+
+Column `labels` contain the following classes:
+```yaml
+0: sadness
+1: joy
+2: love
+3: anger
+4: fear
+5: surprise
+```
+
+Column `labels_ekman` contains the Ekman emotion classes:
+```yaml
+0: anger
+1: disgust - omitted in this dataset
+2: fear
+3: joy
+4: sadness
+5: surprise
+6: neutral - omitted in this dataset
+```
+which were mapped from the original classes as follows:
+```yaml
+Original -> Ekman
+sadness (0) -> sadness (4)
+joy (1) -> joy (3)
+love (2) -> joy (3)
+anger (3) -> anger (0)
+fear (4) -> fear (2)
+surprise (5) -> surprise (5)
+```

simplified_ekman/test-00000-of-00001.parquet

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+size 2603396

simplified_ekman/train-00000-of-00001.parquet

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+size 20678509

simplified_ekman/validation-00000-of-00001.parquet

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