Update README.md

README.md

@@ -1056,4 +1056,93 @@ configs:
 ---
 # Dataset Card for "EmotionAnalysisFinal"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+---
+# ---------- REQUIRED METADATA ----------
+license: cc-by-sa-4.0          # Change if your licence differs
+pretty_name: EmotionAnalysisFinal
+tags:
+  - semeval-2025-task-11
+  - cross-lingual-emotion-detection
+task_categories:
+  - text-classification
+task_ids:
+  - emotion-detection
+multilinguality:
+  - multilingual
+# List every language code that has a config
+language:
+  - afr   # Afrikaans
+  - arq   # Algerian Arabic
+  - amh   # Amharic
+  - chn   # Mandarin Chinese
+  - vmw   # Emakhuwa
+  - eng   # English
+  - deu   # German
+  - hau   # Hausa
+  - hin   # Hindi
+  - ibo   # Igbo
+  - ind   # Indonesian
+  - xho   # isiXhosa
+  - zul   # isiZulu
+  - jav   # Javanese
+  - kin   # Kinyarwanda
+  - mar   # Marathi
+  - ary   # Moroccan Arabic
+  - pcm   # Nigerian-Pidgin
+  - orm   # Oromo
+  - ptbr  # Portuguese (Brazil)
+  - ptmz  # Portuguese (Mozambique)
+  - ron   # Romanian
+  - rus   # Russian
+  - som   # Somali
+  - esp   # Spanish (LatAm)
+  - sun   # Sundanese
+  - swa   # Swahili
+  - swe   # Swedish
+  - tat   # Tatar
+  - tir   # Tigrinya
+  - ukr   # Ukrainian
+  - yor   # Yoruba
+
+# ---------- DATA FILE LOCATIONS ----------
+#  Only dev (=validation) and test splits are available for Track C.
+configs:
+{% for subset in [
+    "afr","arq","amh","chn","vmw","eng","deu","hau","hin",
+    "ibo","ind","xho","zul","jav","kin","mar","ary","pcm",
+    "orm","ptbr","ptmz","ron","rus","som","esp","sun","swa",
+    "swe","tat","tir","ukr","yor"
+] %}
+- config_name: {{ subset }}
+  data_files:
+    - split: validation   # dev split in the original release
+      path: data/{{ subset }}/dev.csv
+    - split: test
+      path: data/{{ subset }}/test.csv
+{% endfor %}
+---
+
+# Dataset Card for **EmotionAnalysisFinal**
+
+`EmotionAnalysisFinal` is the official release of the **SemEval-2025 Task 11, Track C** cross-lingual emotion-detection benchmark.  
+Each language-specific configuration contains:
+
+| Split        | # instances | Notes |
+|--------------|------------|-------|
+| `validation` | *≈1 000*    | Former “dev” split used during the task |
+| `test`       | *≈1 000*    | Gold labels released after evaluation  |
+
+The annotation schema is **multi-label** over six basic emotions: *anger, disgust, fear, joy, sadness,* and *surprise*.
+
+## Quick start
+
+```python
+from datasets import load_dataset
+
+# Load Yoruba test split
+ds_test = load_dataset(
+    "llama-lang-adapt/EmotionAnalysisFinal",
+    "yor",
+    split="test"
+)
+print(ds_test[0])