Datasets:

electricsheepafrica
/

nigeria-education-counseling-records

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)

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)

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

Citation

@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 🇳🇬