Datasets:

dmit-fyi
/

brainprint-benchmarks

id int64 1 20	profile stringlengths 9 15	assessment_type stringclasses 6 values	brain_print_score int64 75 90	cognitive_profile_score int64 72 92	learning_style_score int64 80 90	personality_insight_score int64 76 88	career_pathway_score int64 74 92	leadership_workplace_score int64 70 94	overall_brainprint_index int64 75 87	priority_action stringclasses 3 values	logical_math_score int64 77 99	linguistic_score int64 72 92	spatial_visual_score int64 80 94	interpersonal_score int64 78 91	age_group stringlengths 7 11	notes stringlengths 22 37
1	Arjun Sharma	student-dmit	88	85	82	78	90	80	84	Personality Insight	91	85	82	80	Grade 10	Strong STEM brainprint profile
2	Priya Nair	student-dmit	85	80	88	82	86	78	83	Leadership Workplace	86	80	88	85	Grade 11	Creative and linguistic dominant
3	Rahul Mehta	adult-dmit	82	88	80	76	84	85	83	Personality Insight	94	88	80	78	Adult 25-35	Analytical cognitive dominance
4	Sneha Patel	career-dmit	90	86	84	80	92	82	86	Personality Insight	92	86	84	82	Grade 12	Science stream recommended
5	Kiran Kumar	leadership-dmit	84	82	80	85	86	92	85	Cognitive Profile	88	82	80	88	Adult 35-45	High leadership quotient
6	Meena Iyer	early-dmit	78	75	85	80	76	72	78	Leadership Workplace	80	75	88	82	Age 6-10	Visual-spatial intelligence peak
7	Vikram Singh	entrepreneur-dmit	86	90	82	78	88	88	85	Personality Insight	97	90	82	80	Adult 25-35	Logical entrepreneur profile
8	Deepa Rao	student-dmit	80	78	86	84	82	76	81	Leadership Workplace	84	78	90	87	Grade 9	Interpersonal and linguistic strength
9	Aditya Joshi	adult-dmit	88	92	84	80	90	86	87	Personality Insight	99	92	84	82	Adult 30-40	Top cognitive adult profile
10	Riya Desai	career-dmit	82	80	88	82	84	78	82	Leadership Workplace	86	80	92	85	Grade 12	Commerce stream alignment
11	Suresh Pillai	leadership-dmit	86	84	80	82	88	94	86	Cognitive Profile	90	84	80	85	Adult 40-50	Senior leadership brainprint
12	Ananya Krishnan	student-dmit	84	80	90	86	82	76	83	Leadership Workplace	86	80	94	89	Grade 11	Arts and design preference
13	Rohit Verma	adult-dmit	80	86	82	76	84	82	82	Personality Insight	92	86	82	78	Adult 28-38	Tech sector cognitive fit
14	Kavya Menon	early-dmit	75	72	82	78	74	70	75	Leadership Workplace	77	72	86	80	Age 8-12	Musical and kinesthetic strength
15	Sanjay Nambiar	entrepreneur-dmit	90	88	84	80	92	90	87	Personality Insight	95	88	84	82	Adult 30-40	High entrepreneurship index
16	Pooja Sharma	student-dmit	86	82	84	88	88	80	85	Cognitive Profile	88	82	88	91	Grade 12	Interpersonal leadership strength
17	Nikhil Raj	career-dmit	84	90	80	76	86	82	83	Personality Insight	97	90	80	78	Grade 12	Engineering stream fit
18	Swati Pillai	adult-dmit	82	80	86	84	84	80	83	Cognitive Profile	86	80	90	87	Adult 25-35	Creative professional profile
19	Manoj Kumar	leadership-dmit	88	86	82	80	90	92	86	Personality Insight	92	86	82	82	Adult 45-55	Executive leadership brainprint
20	Divya Krishnan	student-dmit	85	82	88	82	86	78	84	Leadership Workplace	88	82	92	85	Grade 10	Spatial and linguistic intelligence

DMIT BrainPrint Analytics Benchmarks

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.

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

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 — Guided by Mrs. Priyanka Swain, Founder of Merit Teacher

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