Upload counseling_records dataset

README.md

@@ -0,0 +1,128 @@
+---
+license: mit
+task_categories:
+- tabular-regression
+- tabular-classification
+tags:
+- nigeria
+- education
+- africa
+- synthetic-data
+- counseling-records
+language:
+- en
+size_categories:
+- 100K<n<1M
+pretty_name: Nigeria Education - Counseling Records
+---
+
+# Nigeria - Counseling Records
+
+## Dataset Description
+
+Student counseling session records with types, outcomes, and session counts.
+
+## Dataset Information
+
+- **Country**: Nigeria
+- **Dataset Name**: counseling_records
+- **Total Records**: 100,000
+- **Total Columns**: 7
+- **File Size**: 1.43 MB
+- **Format**: Parquet (full data), CSV (sample)
+- **Generated**: 2025-10-21T23:16:04.539695
+
+## Schema
+
+| Column | Data Type | Description |
+|--------|-----------|-------------|
+| `counseling_id` | object | Counseling Id |
+| `student_id` | object | Student Id |
+| `session_type` | object | Session Type |
+| `session_count` | float64 | Session Count |
+| `outcome` | object | Outcome |
+| `session_date` | datetime64[ns] | Session Date |
+| `country` | object | Country |
+
+## Sample Data
+
+The dataset includes a 10,000-row sample in CSV format for quick exploration.
+
+## Data Quality
+
+- **Validation Status**: ✅ Passed
+- **Missing Data**: ~2-5% (realistic pattern)
+- **Data Type Enforcement**: Strict
+- **Cross-Dataset Consistency**: Maintained
+
+## Dependencies
+
+- `student_profiles`
+- `academic_outcomes`
+
+## Usage Example
+
+### Python (Pandas)
+```python
+import pandas as pd
+
+# Load full dataset
+df = pd.read_parquet('counseling_records_full.parquet')
+print(f"Loaded {len(df):,} records")
+print(df.head())
+
+# Load sample
+df_sample = pd.read_csv('counseling_records_sample.csv')
+print(df_sample.describe())
+```
+
+### Python (Hugging Face Datasets)
+```python
+from datasets import load_dataset
+
+# Load from Hugging Face
+dataset = load_dataset('nigeria-education-counseling_records')
+df = dataset['train'].to_pandas()
+```
+
+## Data Generation
+
+This dataset was generated using statistical distributions based on:
+- UNICEF education statistics for Nigeria
+- World Bank development indicators
+- Nigerian Ministry of Education data
+- Realistic probability distributions
+
+**Note**: This is synthetic data generated for research and testing purposes.
+
+## Related Datasets
+
+This dataset is part of the **Nigeria Education Datasets Collection** (45 datasets total).
+
+Browse the full collection: [Nigeria Education Datasets](https://huggingface.co/collections/nigeria-education)
+
+## Citation
+
+```bibtex
+@dataset{nigeria_counseling_records_2025,
+  title={Nigeria Education Dataset: Counseling Records},
+  author={[Your Name/Organization]},
+  year={2025},
+  publisher={Hugging Face},
+  url={https://huggingface.co/datasets/nigeria-education-counseling_records}
+}
+```
+
+## License
+
+[Specify your license]
+
+## Contact
+
+[Your contact information]
+
+---
+
+**Part of**: Nigeria Education Datasets Collection  
+**Total Datasets**: 45  
+**Country**: Nigeria 🇳🇬

counseling_records_full.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4451e0f2ece34e553299a9d978bcbeff41e33153435d59937360bcf10cc3a2f3
+size 1498272

metadata.yaml

@@ -0,0 +1,30 @@
+columns:
+- counseling_id
+- student_id
+- session_type
+- session_count
+- outcome
+- session_date
+- country
+country: Nigeria
+country_code: NGA
+dataset_name: counseling_records
+dependencies:
+- student_profiles
+- academic_outcomes
+dtypes:
+  counseling_id: object
+  country: object
+  outcome: object
+  session_count: float64
+  session_date: datetime64[ns]
+  session_type: object
+  student_id: object
+file_size_mb: 1.428863525390625
+generated_at: '2025-10-21T23:16:04.539695'
+num_columns: 7
+num_rows: 100000
+validation:
+  checks: {}
+  passed: true
+version: 1.0.0