---
# ---------- REQUIRED METADATA ----------
license: cc-by-sa-4.0
pretty_name: EmotionAnalysisFinal
tags:
  - semeval-2025-task-11
  - cross-lingual-emotion-detection
task_categories:
  - text-classification
task_ids:
  - multi-label-classification # Corrected
multilinguality:
  - multilingual
language:
  - afr
  - amh
  - arq
  - ary
  - chn
  - deu
  - eng
  - esp
  - hau
  - hin
  - ibo
  - ind
  - jav
  - kin
  - mar
  - orm
  - pcm
  - ron
  - rus
  - som
  - sun
  - swa
  - swe
  - tat
  - tir
  - ukr
  - vmw
  - xho
  - yor
  - zul

# ---------- DATA FILE LOCATIONS ----------
# This block is good for documentation and Hub UI understanding.
# If a .py loading script (e.g., emotion_analysis_final.py) exists in the repo,
# it will take precedence for `load_dataset`.
# Paths are relative to the root of the dataset repository.
configs:
- config_name: afr
  data_files:
    - split: validation
      path: afr/validation-* 
    - split: test
      path: afr/test-*
- config_name: amh
  data_files:
    - split: validation
      path: amh/validation-*
    - split: test
      path: amh/test-*
- config_name: arq
  data_files:
    - split: validation
      path: arq/validation-*
    - split: test
      path: arq/test-*
- config_name: ary
  data_files:
    - split: validation
      path: ary/validation-*
    - split: test
      path: ary/test-*
- config_name: chn
  data_files:
    - split: validation
      path: chn/validation-*
    - split: test
      path: chn/test-*
- config_name: deu
  data_files:
    - split: validation
      path: deu/validation-*
    - split: test
      path: deu/test-*
- config_name: eng
  data_files:
    - split: validation
      path: eng/validation-*
    - split: test
      path: eng/test-*
- config_name: esp
  data_files:
    - split: validation
      path: esp/validation-*
    - split: test
      path: esp/test-*
- config_name: hau
  data_files:
    - split: validation
      path: hau/validation-*
    - split: test
      path: hau/test-*
- config_name: hin
  data_files:
    - split: validation
      path: hin/validation-*
    - split: test
      path: hin/test-*
- config_name: ibo
  data_files:
    - split: validation
      path: ibo/validation-*
    - split: test
      path: ibo/test-*
- config_name: ind
  data_files:
    - split: validation
      path: ind/validation-*
    - split: test
      path: ind/test-*
- config_name: jav
  data_files:
    - split: validation
      path: jav/validation-*
    - split: test
      path: jav/test-*
- config_name: kin
  data_files:
    - split: validation
      path: kin/validation-*
    - split: test
      path: kin/test-*
- config_name: mar
  data_files:
    - split: validation
      path: mar/validation-*
    - split: test
      path: mar/test-*
- config_name: orm
  data_files:
    - split: validation
      path: orm/validation-*
    - split: test
      path: orm/test-*
- config_name: pcm
  data_files:
    - split: validation
      path: pcm/validation-*
    - split: test
      path: pcm/test-*
- config_name: ron
  data_files:
    - split: validation
      path: ron/validation-*
    - split: test
      path: ron/test-*
- config_name: rus
  data_files:
    - split: validation
      path: rus/validation-*
    - split: test
      path: rus/test-*
- config_name: som
  data_files:
    - split: validation
      path: som/validation-*
    - split: test
      path: som/test-*
- config_name: sun
  data_files:
    - split: validation
      path: sun/validation-*
    - split: test
      path: sun/test-*
- config_name: swa
  data_files:
    - split: validation
      path: swa/validation-*
    - split: test
      path: swa/test-*
- config_name: swe
  data_files:
    - split: validation
      path: swe/validation-*
    - split: test
      path: swe/test-*
- config_name: tat
  data_files:
    - split: validation
      path: tat/validation-*
    - split: test
      path: tat/test-*
- config_name: tir
  data_files:
    - split: validation
      path: tir/validation-*
    - split: test
      path: tir/test-*
- config_name: ukr
  data_files:
    - split: validation
      path: ukr/validation-*
    - split: test
      path: ukr/test-*
- config_name: vmw
  data_files:
    - split: validation
      path: vmw/validation-*
    - split: test
      path: vmw/test-*
- config_name: xho
  data_files:
    - split: validation
      path: xho/validation-*
    - split: test
      path: xho/test-*
- config_name: yor
  data_files:
    - split: validation
      path: yor/validation-*
    - split: test
      path: yor/test-*
- config_name: zul
  data_files:
    - split: validation
      path: zul/validation-*
    - split: test
      path: zul/test-*
---

# Dataset Card for **EmotionAnalysisFinal**

`EmotionAnalysisFinal` is the official dataset for **SemEval-2025 Task 11, Track C: Cross-lingual Emotion Detection in Social Media Text**.
This dataset comprises multilingual social media posts annotated for six basic emotions: anger, disgust, fear, joy, sadness, and surprise.
The annotation schema is multi-label.

Each language-specific configuration (subset) contains `validation` and `test` splits.

| Split        | Original Source | Notes                                      |
|--------------|-----------------|--------------------------------------------|
| `validation` | `dev` CSV files | Used as development set during the task    |
| `test`       | `test` CSV files| Gold labels released after task evaluation |

## Languages and Configuration Names

The dataset supports the following languages, accessible via their ISO 639-3 or custom codes as configuration names (which correspond to the `name` parameter in `load_dataset` if using the accompanying Python loading script, or the second argument if loading via metadata only):

`afr, amh, arq, ary, chn, deu, eng, esp, hau, hin, ibo, ind, jav, kin, mar, orm, pcm, ron, rus, som, sun, swa, swe, tat, tir, ukr, vmw, xho, yor, zul`

## How to Use

Load a specific language and split using `load_dataset`:

```python
from datasets import load_dataset

# Example: Load the Yoruba test split
repo_id = "llama-lang-adapt/EmotionAnalysisFinal"
lang_code = "yor" # Replace with desired language code
split_name = "test" # Or "validation"

# If a .py loading script (e.g., emotion_analysis_final.py) is present in the repo,
# 'load_dataset' will use it. The 'name' parameter corresponds to the config name.
ds = load_dataset(
    repo_id,
    name=lang_code,  # Configuration name (language code)
    split=split_name
)

# Print the first example
print(f"First example from {lang_code} {split_name} split:")
if len(ds) > 0:
    print(ds[0])
else:
    print("Dataset is empty or loading failed for the split.")

# Example: Load the Afrikaans validation split
ds_afr_val = load_dataset(repo_id, name="afr", split="validation")
print(f"\nFirst example from afr validation split:")
if len(ds_afr_val) > 0:
    print(ds_afr_val[0])
else:
    print("Dataset is empty or loading failed for the split.")