Datasets:

dmit-fyi
/

brainprint-benchmarks

	---
	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