---
license: mit
tags:
- dmit
- dermatoglyphics
- multiple-intelligence
- fingerprint-analysis
- brainprint
- cognitive-profiling
- learning-style
- career-guidance
- dmit-fyi
- merit-teacher
pretty_name: DMIT BrainPrint Analytics Benchmarks
size_categories:
- n<1K
---

# DMIT BrainPrint Analytics Benchmarks

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21721771.svg)](https://doi.org/10.5281/zenodo.21721771)

Benchmark dataset of 20 DMIT assessment cases with individual scores for BrainPrint, cognitive profile, learning style, personality insight, career pathway, and leadership & workplace signals.

Guided by Mrs. Priyanka Swain, Founder of Merit Teacher. Built by [DMIT.fyi](https://dmit.fyi).

## Dataset Description

This dataset contains benchmark data for an intelligent assessment platform supporting fingerprint analysis, cognitive profiling, learning preferences, personality insights, and career guidance through Dermatoglyphics Multiple Intelligence Testing.

## Columns

| Column | Type | Description |
|--------|------|-------------|
| id | integer | Case ID |
| profile | string | Individual profile name |
| assessment_type | string | Type of DMIT assessment |
| brain_print_score | integer | BrainPrint fingerprint score (0-100) |
| cognitive_profile_score | integer | Cognitive profile score (0-100) |
| learning_style_score | integer | Learning style score (0-100) |
| personality_insight_score | integer | Personality insight score (0-100) |
| career_pathway_score | integer | Career pathway score (0-100) |
| leadership_workplace_score | integer | Leadership and workplace score (0-100) |
| overall_brainprint_index | integer | Overall BrainPrint index (0-100) |
| priority_action | string | Lowest scoring signal to act on first |
| logical_math_score | integer | Logical-Mathematical intelligence score |
| linguistic_score | integer | Linguistic intelligence score |
| spatial_visual_score | integer | Spatial-Visual intelligence score |
| interpersonal_score | integer | Interpersonal intelligence score |
| age_group | string | Age group or grade level |
| notes | string | Assessment notes |

## Score Interpretation

| Score | Status | Action |
|-------|--------|--------|
| 0-30 | Critical | Immediate DMIT assessment required |
| 31-60 | At Risk | Active guidance and profiling needed |
| 61-80 | Healthy | On track with targeted development |
| 81-100 | Excellent | Strong brainprint — leverage strengths |

## Usage

```python
import pandas as pd
df = pd.read_csv("dmit_benchmarks.csv")
print(df.head())
```

## Citation

DMIT.fyi — Merit Teacher. (2026). DMIT BrainPrint Analytics. Zenodo. https://doi.org/10.5281/zenodo.21721771

## Links

| Platform | URL |
|----------|-----|
| Website | https://dmit.fyi |
| GitHub | https://github.com/dmit-fyi/dmit-brainprint-analytics |
| NPM | https://npmjs.com/package/@dmit-fyi/brainprint-analytics |
| PyPI | https://pypi.org/project/dmit-brainprint-analytics |
| Zenodo | https://doi.org/10.5281/zenodo.21721771 |
| Medium | https://medium.com/@dmit-fyi |
| Quora | https://www.quora.com/profile/Dmit-Fyi |
| SlideShare | https://www.slideshare.net/slideshow/dmit-fyi-understanding-dermatoglyphics-multiple-intelligence-testing-dmit/288912143 |
| Pinterest | https://www.pinterest.com/DMITfyi/_profile/ |

## License

MIT — [DMIT.fyi](https://dmit.fyi) — Guided by Mrs. Priyanka Swain, Founder of Merit Teacher