Dataset Viewer
Auto-converted to Parquet
support_id
stringlengths
16
16
student_id
stringlengths
16
16
disability_type
stringclasses
6 values
support_service
stringclasses
5 values
service_hours_weekly
float64
1
20
progress_level
stringclasses
4 values
enrollment_date
timestamp[ns]date
2023-10-23 23:15:55
2025-10-21 23:15:55
country
stringclasses
1 value
NGA_SNS_00000000
NGA_STU_00015795
Learning Disability
Assistive Technology
17
Good
2024-02-20T23:15:55.089000
Nigeria
NGA_SNS_00000001
NGA_STU_00000860
Hearing Impairment
Tutoring
14
Excellent
2025-05-06T23:15:55.089000
Nigeria
NGA_SNS_00000002
NGA_STU_00076820
Learning Disability
Therapy
20
Excellent
2025-10-13T23:15:55.089000
Nigeria
NGA_SNS_00000003
NGA_STU_00054886
Autism Spectrum
Tutoring
10
Good
2024-06-19T23:15:55.089000
Nigeria
NGA_SNS_00000004
NGA_STU_00006265
Visual Impairment
IEP
5
Excellent
2024-02-23T23:15:55.089000
Nigeria
NGA_SNS_00000005
NGA_STU_00082386
Physical Disability
Assistive Technology
1
Satisfactory
2025-04-13T23:15:55.089000
Nigeria
NGA_SNS_00000006
NGA_STU_00037194
Physical Disability
Tutoring
2
Satisfactory
2024-08-05T23:15:55.089000
Nigeria
NGA_SNS_00000007
NGA_STU_00087498
Visual Impairment
IEP
6
Excellent
2025-05-13T23:15:55.089000
Nigeria
NGA_SNS_00000008
NGA_STU_00044131
Visual Impairment
IEP
19
Satisfactory
2025-05-25T23:15:55.089000
Nigeria
NGA_SNS_00000009
NGA_STU_00060263
Learning Disability
Accommodations
18
Satisfactory
2025-08-31T23:15:55.089000
Nigeria
NGA_SNS_00000010
NGA_STU_00016023
ADHD
Tutoring
16
Good
2025-10-09T23:15:55.089000
Nigeria
NGA_SNS_00000011
NGA_STU_00041090
ADHD
IEP
17
Good
2023-12-21T23:15:55.089000
Nigeria
NGA_SNS_00000012
NGA_STU_00067221
Physical Disability
Therapy
13
Satisfactory
2024-09-23T23:15:55.089000
Nigeria
NGA_SNS_00000013
NGA_STU_00064820
Learning Disability
IEP
12
Excellent
2024-05-19T23:15:55.089000
Nigeria
NGA_SNS_00000014
NGA_STU_00000769
Physical Disability
Assistive Technology
11
Satisfactory
2024-05-04T23:15:55.089000
Nigeria
NGA_SNS_00000015
NGA_STU_00059735
ADHD
Accommodations
11
Excellent
2025-07-02T23:15:55.089000
Nigeria
NGA_SNS_00000016
NGA_STU_00062955
Physical Disability
Therapy
2
Good
2024-06-16T23:15:55.089000
Nigeria
NGA_SNS_00000017
NGA_STU_00064925
ADHD
Accommodations
18
Good
2025-09-14T23:15:55.089000
Nigeria
NGA_SNS_00000018
NGA_STU_00067969
Learning Disability
Accommodations
11
Satisfactory
2024-02-02T23:15:55.089000
Nigeria
NGA_SNS_00000019
NGA_STU_00005311
Hearing Impairment
Assistive Technology
12
Good
2025-10-16T23:15:55.089000
Nigeria
NGA_SNS_00000020
NGA_STU_00083104
Hearing Impairment
Accommodations
11
Good
2025-08-04T23:15:55.089000
Nigeria
NGA_SNS_00000021
NGA_STU_00053707
Hearing Impairment
Assistive Technology
5
Good
2024-11-04T23:15:55.089000
Nigeria
NGA_SNS_00000022
NGA_STU_00085305
Learning Disability
IEP
20
Good
2024-07-12T23:15:55.089000
Nigeria
NGA_SNS_00000023
NGA_STU_00028693
ADHD
Assistive Technology
19
Excellent
2025-03-08T23:15:55.089000
Nigeria
NGA_SNS_00000024
NGA_STU_00071932
Learning Disability
Tutoring
11
Good
2025-09-02T23:15:55.089000
Nigeria
NGA_SNS_00000025
NGA_STU_00093016
Hearing Impairment
Assistive Technology
16
Needs Improvement
2024-04-05T23:15:55.089000
Nigeria
NGA_SNS_00000026
NGA_STU_00025658
Hearing Impairment
Therapy
9
Excellent
2024-03-04T23:15:55.089000
Nigeria
NGA_SNS_00000027
NGA_STU_00084478
Hearing Impairment
IEP
5
Good
2025-02-27T23:15:55.089000
Nigeria
NGA_SNS_00000028
NGA_STU_00018431
Autism Spectrum
Accommodations
5
Good
2025-06-08T23:15:55.089000
Nigeria
NGA_SNS_00000029
NGA_STU_00002747
ADHD
Therapy
5
Good
2024-08-30T23:15:55.089000
Nigeria
NGA_SNS_00000030
NGA_STU_00059150
Learning Disability
Tutoring
7
Excellent
2024-10-04T23:15:55.089000
Nigeria
NGA_SNS_00000031
NGA_STU_00065725
Physical Disability
IEP
15
Satisfactory
2023-12-06T23:15:55.089000
Nigeria
NGA_SNS_00000032
NGA_STU_00084654
ADHD
Therapy
15
Satisfactory
2024-11-18T23:15:55.089000
Nigeria
NGA_SNS_00000033
NGA_STU_00035773
Autism Spectrum
Tutoring
14
Satisfactory
2025-06-20T23:15:55.089000
Nigeria
NGA_SNS_00000034
NGA_STU_00067435
ADHD
Tutoring
10
Good
2025-10-05T23:15:55.089000
Nigeria
NGA_SNS_00000035
NGA_STU_00056886
Visual Impairment
IEP
2
null
2025-06-30T23:15:55.089000
Nigeria
NGA_SNS_00000036
NGA_STU_00066803
Hearing Impairment
IEP
17
Satisfactory
2024-01-03T23:15:55.089000
Nigeria
NGA_SNS_00000037
NGA_STU_00031551
Learning Disability
Accommodations
11
Good
2024-08-06T23:15:55.089000
Nigeria
NGA_SNS_00000038
NGA_STU_00011394
Physical Disability
IEP
1
Needs Improvement
2024-12-24T23:15:55.089000
Nigeria
NGA_SNS_00000039
NGA_STU_00069092
Learning Disability
Tutoring
14
Excellent
2024-03-20T23:15:55.089000
Nigeria
NGA_SNS_00000040
NGA_STU_00003890
Hearing Impairment
IEP
12
Satisfactory
2024-07-15T23:15:55.089000
Nigeria
NGA_SNS_00000041
NGA_STU_00041606
ADHD
IEP
16
Excellent
2024-07-21T23:15:55.089000
Nigeria
NGA_SNS_00000042
NGA_STU_00096276
Learning Disability
Tutoring
13
Good
2025-01-06T23:15:55.089000
Nigeria
NGA_SNS_00000043
NGA_STU_00080038
Physical Disability
Accommodations
5
Good
2025-08-08T23:15:55.089000
Nigeria
NGA_SNS_00000044
NGA_STU_00087313
Visual Impairment
IEP
10
Good
2024-02-26T23:15:55.089000
Nigeria
NGA_SNS_00000045
NGA_STU_00010627
Visual Impairment
Assistive Technology
12
Good
2024-09-27T23:15:55.089000
Nigeria
NGA_SNS_00000046
NGA_STU_00008792
Physical Disability
Assistive Technology
17
Good
2025-05-19T23:15:55.089000
Nigeria
NGA_SNS_00000047
NGA_STU_00073969
Learning Disability
Tutoring
19
Satisfactory
2025-03-25T23:15:55.089000
Nigeria
NGA_SNS_00000048
NGA_STU_00043001
Autism Spectrum
IEP
9
Excellent
2025-09-17T23:15:55.089000
Nigeria
NGA_SNS_00000049
NGA_STU_00076552
Learning Disability
Tutoring
11
Satisfactory
2024-04-27T23:15:55.089000
Nigeria
NGA_SNS_00000050
NGA_STU_00023897
Learning Disability
Accommodations
5
Excellent
2025-09-03T23:15:55.089000
Nigeria
NGA_SNS_00000051
NGA_STU_00068148
ADHD
IEP
18
Satisfactory
2024-03-22T23:15:55.089000
Nigeria
NGA_SNS_00000052
NGA_STU_00023483
Visual Impairment
Assistive Technology
null
Good
2024-05-08T23:15:55.089000
Nigeria
NGA_SNS_00000053
NGA_STU_00048555
Autism Spectrum
IEP
7
Good
2024-11-08T23:15:55.089000
Nigeria
NGA_SNS_00000054
NGA_STU_00017159
Autism Spectrum
IEP
13
Good
2024-12-20T23:15:55.089000
Nigeria
NGA_SNS_00000055
NGA_STU_00080077
ADHD
Assistive Technology
11
Good
2023-12-15T23:15:55.089000
Nigeria
NGA_SNS_00000056
NGA_STU_00035920
Learning Disability
Assistive Technology
4
Good
2024-06-11T23:15:55.089000
Nigeria
NGA_SNS_00000057
NGA_STU_00092067
Learning Disability
Accommodations
5
Good
2024-07-30T23:15:55.089000
Nigeria
NGA_SNS_00000058
NGA_STU_00067121
Learning Disability
Tutoring
10
Good
2025-03-09T23:15:55.089000
Nigeria
NGA_SNS_00000059
NGA_STU_00069479
Hearing Impairment
Tutoring
11
Satisfactory
2024-06-06T23:15:55.089000
Nigeria
NGA_SNS_00000060
NGA_STU_00089475
Learning Disability
Accommodations
5
Needs Improvement
2024-06-08T23:15:55.089000
Nigeria
NGA_SNS_00000061
NGA_STU_00019457
Physical Disability
IEP
8
Satisfactory
2025-01-08T23:15:55.089000
Nigeria
NGA_SNS_00000062
NGA_STU_00066557
Hearing Impairment
Accommodations
20
Good
2024-05-23T23:15:55.089000
Nigeria
NGA_SNS_00000063
NGA_STU_00077189
Learning Disability
IEP
7
Satisfactory
2024-11-22T23:15:55.089000
Nigeria
NGA_SNS_00000064
NGA_STU_00078953
Learning Disability
Tutoring
20
Good
2025-09-30T23:15:55.089000
Nigeria
NGA_SNS_00000065
NGA_STU_00052995
Hearing Impairment
Accommodations
7
Satisfactory
2024-08-27T23:15:55.089000
Nigeria
NGA_SNS_00000066
NGA_STU_00040757
Learning Disability
Tutoring
13
Excellent
2023-11-15T23:15:55.089000
Nigeria
NGA_SNS_00000067
NGA_STU_00009692
Hearing Impairment
Tutoring
20
Satisfactory
2023-11-06T23:15:55.089000
Nigeria
NGA_SNS_00000068
NGA_STU_00045758
Hearing Impairment
Tutoring
13
Good
2023-11-03T23:15:55.089000
Nigeria
NGA_SNS_00000069
NGA_STU_00072409
Learning Disability
IEP
5
Excellent
2025-02-10T23:15:55.089000
Nigeria
NGA_SNS_00000070
NGA_STU_00071211
Learning Disability
Therapy
13
Satisfactory
2024-11-27T23:15:55.089000
Nigeria
NGA_SNS_00000071
NGA_STU_00065697
Learning Disability
Tutoring
19
Satisfactory
2024-12-27T23:15:55.089000
Nigeria
NGA_SNS_00000072
NGA_STU_00037065
Visual Impairment
Tutoring
5
Satisfactory
2025-10-04T23:15:55.089000
Nigeria
NGA_SNS_00000073
NGA_STU_00092093
Physical Disability
Assistive Technology
11
Good
2024-04-24T23:15:55.089000
Nigeria
NGA_SNS_00000074
NGA_STU_00099299
Physical Disability
Therapy
19
Needs Improvement
2024-02-12T23:15:55.089000
Nigeria
NGA_SNS_00000075
NGA_STU_00032606
Learning Disability
Assistive Technology
8
Good
2024-09-11T23:15:55.089000
Nigeria
NGA_SNS_00000076
NGA_STU_00011534
Physical Disability
Accommodations
14
Satisfactory
2024-08-23T23:15:55.089000
null
NGA_SNS_00000077
NGA_STU_00094663
ADHD
Tutoring
15
Needs Improvement
2024-02-10T23:15:55.089000
Nigeria
NGA_SNS_00000078
NGA_STU_00040397
Learning Disability
Tutoring
10
Satisfactory
2025-08-18T23:15:55.089000
Nigeria
NGA_SNS_00000079
NGA_STU_00091387
ADHD
IEP
6
Satisfactory
2025-09-13T23:15:55.089000
Nigeria
NGA_SNS_00000080
NGA_STU_00001016
Autism Spectrum
Assistive Technology
13
Satisfactory
2024-04-28T23:15:55.089000
Nigeria
NGA_SNS_00000081
NGA_STU_00089789
Learning Disability
Tutoring
14
Good
2025-03-01T23:15:55.089000
Nigeria
NGA_SNS_00000082
NGA_STU_00055591
Hearing Impairment
Therapy
9
Satisfactory
2024-12-27T23:15:55.089000
Nigeria
NGA_SNS_00000083
NGA_STU_00089812
Learning Disability
Therapy
10
Good
2025-05-10T23:15:55.089000
Nigeria
NGA_SNS_00000084
NGA_STU_00023247
Learning Disability
IEP
1
Excellent
2024-08-05T23:15:55.089000
Nigeria
NGA_SNS_00000085
NGA_STU_00024300
Physical Disability
Accommodations
13
Good
2025-08-02T23:15:55.089000
Nigeria
NGA_SNS_00000086
NGA_STU_00074065
Physical Disability
Tutoring
14
Satisfactory
2025-04-13T23:15:55.089000
Nigeria
NGA_SNS_00000087
NGA_STU_00082798
Autism Spectrum
Accommodations
19
Good
2024-09-05T23:15:55.089000
Nigeria
NGA_SNS_00000088
NGA_STU_00009268
ADHD
Assistive Technology
2
Excellent
2024-10-10T23:15:55.089000
Nigeria
NGA_SNS_00000089
NGA_STU_00086807
ADHD
Accommodations
6
Good
2025-05-21T23:15:55.089000
Nigeria
NGA_SNS_00000090
NGA_STU_00012185
Learning Disability
IEP
4
Satisfactory
2025-05-06T23:15:55.089000
Nigeria
NGA_SNS_00000091
NGA_STU_00063704
Hearing Impairment
Therapy
9
Needs Improvement
2024-10-13T23:15:55.089000
Nigeria
NGA_SNS_00000092
NGA_STU_00086779
Visual Impairment
Assistive Technology
11
Needs Improvement
2025-09-12T23:15:55.089000
Nigeria
NGA_SNS_00000093
NGA_STU_00039099
Physical Disability
IEP
9
Satisfactory
2024-11-11T23:15:55.089000
Nigeria
NGA_SNS_00000094
NGA_STU_00008571
ADHD
IEP
17
Good
2024-04-22T23:15:55.089000
Nigeria
NGA_SNS_00000095
NGA_STU_00038044
Physical Disability
Tutoring
8
Needs Improvement
2024-09-20T23:15:55.089000
Nigeria
NGA_SNS_00000096
NGA_STU_00051214
Hearing Impairment
Assistive Technology
2
Satisfactory
2023-11-05T23:15:55.089000
Nigeria
NGA_SNS_00000097
NGA_STU_00061228
Visual Impairment
Assistive Technology
16
Excellent
2025-08-01T23:15:55.089000
Nigeria
NGA_SNS_00000098
NGA_STU_00048984
Learning Disability
Tutoring
1
Satisfactory
2025-07-29T23:15:55.089000
Nigeria
NGA_SNS_00000099
NGA_STU_00040774
Learning Disability
Assistive Technology
null
Satisfactory
2024-12-15T23:15:55.089000
Nigeria
End of preview. Expand in Data Studio

Nigeria - Special Needs Support

Dataset Description

Special education and disability support service records.

Dataset Information

  • Country: Nigeria
  • Dataset Name: special_needs_support
  • Total Records: 100,000
  • Total Columns: 8
  • File Size: 1.49 MB
  • Format: Parquet (full data), CSV (sample)
  • Generated: 2025-10-21T23:15:55.244385

Schema

Column Data Type Description
support_id object Support Id
student_id object Student Id
disability_type object Disability Type
support_service object Support Service
service_hours_weekly float64 Service Hours Weekly
progress_level object Progress Level
enrollment_date datetime64[ns] Enrollment 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

Usage Example

Python (Pandas)

import pandas as pd

# Load full dataset
df = pd.read_parquet('special_needs_support_full.parquet')
print(f"Loaded {len(df):,} records")
print(df.head())

# Load sample
df_sample = pd.read_csv('special_needs_support_sample.csv')
print(df_sample.describe())

Python (Hugging Face Datasets)

from datasets import load_dataset

# Load from Hugging Face
dataset = load_dataset('nigeria-education-special_needs_support')
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_special_needs_support_2025,
  title={Nigeria Education Dataset: Special Needs Support},
  author={[Your Name/Organization]},
  year={2025},
  publisher={Hugging Face},
  url={https://huggingface.co/datasets/nigeria-education-special_needs_support}
}

License

[Specify your license]

Contact

[Your contact information]


Part of: Nigeria Education Datasets Collection
Total Datasets: 45
Country: Nigeria 🇳🇬

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