Update README.md

README.md

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 ---
 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