assessments
zero-trust-maturity-assessments
Zero Trust Maturity Assessments
Note: This is an independent dataset based on publicly available CISA frameworks. It is not affiliated with, endorsed by, or sponsored by CISA, OMB, or any federal agency.
What This Is
I created this dataset while working on Zero Trust implementations and realized there was a huge gap: no public datasets exist for ZT maturity assessments.
This dataset contains 23 comprehensive Zero Trust assessments based on CISA's official Zero Trust… See the full description on the dataset page: https://huggingface.co/datasets/Reply2susi/zero-trust-maturity-assessments.speechmap-assessments
Speechmap collection
Datasets in this collection are derived from xlr8harder's Speechmap / llm-compliance project. Data has been indexed slightly differently, some columns have been added and others have been removed. Refer to the original Github repo for the full dataset.
The collection includes:
2.4k questions: speechmap-questions
274k responses: speechmap-responses
510k LLM-judge assessments: speechmap-assessments combining the original LLM-assessments from the llm-compliance… See the full description on the dataset page: https://huggingface.co/datasets/PITTI/speechmap-assessments.texas-teks-ultimate-real-data-enhanced-assessments-only
Texas TEKS Assessments - STAAR Aligned Questions
📋 Dual Licensing Model - Legal Framework
Based on software-legal-counsel agent recommendation for balancing public educational access with commercial attribution requirements.
⚖️ License Selection Guide
This dataset uses a dual licensing model to maximize educational accessibility while ensuring appropriate commercial attribution:
🎓 Educational/Research Use: CC BY 4.0
Use this license if you are:
🏫… See the full description on the dataset page: https://huggingface.co/datasets/RobworksSoftware/texas-teks-ultimate-real-data-enhanced-assessments-only.speechmap-assessments-v3
Speechmap collection
Datasets in this collection are derived from xlr8harder's Speechmap / llm-compliance project. Data has been indexed slightly differently, some columns have been added and others have been removed. Refer to the original Github repo for the full dataset.
The collection includes:
2.4k questions: speechmap-questions
369k responses: speechmap-responses
2.07m LLM-judge assessments: speechmap-assessments combining the original LLM-assessments from the llm-compliance… See the full description on the dataset page: https://huggingface.co/datasets/PITTI/speechmap-assessments-v3.agentic-benchmark-assessmentsarabic-dataset-quality-assessments
Arabic NLP Dataset Quality Assessments
تقييمات جودة شاملة لمجموعات البيانات العربية في معالجة اللغات الطبيعية
Dataset Summary
This dataset contains automated quality assessments of 331 Arabic NLP datasets from the Masader catalog. Each assessment evaluates a dataset across 7 quality dimensions using up to 500 data samples, producing detailed Arabic-language analysis including quality scores, statistical analysis, strengths, weaknesses, and usage recommendations.
The… See the full description on the dataset page: https://huggingface.co/datasets/SalahAbdoNLP/arabic-dataset-quality-assessments.