An introductory-level guide to social network analysis with the supporting R code.
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Jun 2, 2025 - R
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education-research
Here are 15 public repositories matching this topic...
tool for extracting competency insights from natural, multi-speaker audio recordings
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Mar 11, 2025 - Python
Academic study project exploring software and hardware keystroke capture techniques for cybersecurity awareness, threat modeling, and defensive research. No malicious deployment intended.
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Dec 25, 2025 - Python
A research toolkit for generative AI-assisted analysis of Polish school statutes: structured data extraction, sentence extraction, keyword/citation pipelines, and context coding for auditable qualitative and quantitative outputs.
python nlp text-mining openai poland document-analysis education-research qualitative-research quantitative-research llm generative-ai
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Jan 6, 2026 - Python
Literature review project on the field of research on learning to teach with technology
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Sep 14, 2022 - R
Family as Faculty as Infrastructure Social Network Analysis.
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Dec 16, 2023 - R
A statistical analysis of CWUR university rankings (2012-2015) exploring correlation between education quality and global university rankings. Using R programming for data visualization and analysis, revealing significant correlation (rs = 0.633) with 45.72% variance explanation. Part of UH research project, featuring time-series analysis.
data-science statistical-analysis data-analysis r-programming correlation-analysis education-research
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Jan 16, 2025 - R
Random Forest vs nested logistic regression comparing predictors of AI adoption among K-12 educators (N=189). Beliefs about student learning dominate all predictors (importance=0.415). 97.3% accuracy, AUC=1.000. JASP for stats/ML, Python for visualization. DOI: 10.5281/zenodo.17519163
python data-science machine-learning random-forest scikit-learn data-visualization artificial-intelligence classification logistic-regression predictive-modeling mann-whitney model-comparison jasp education-research technology-adoption research-portfolio k12-education published-research teacher-perception
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Dec 11, 2025 - Python
Student-Well hosts a study analyzing the impact of mental health on students' academic performance, specifically looking at GPA correlations. Using Python for statistical analysis, it challenges prior research by demonstrating no negative correlation between mental health issues and academic success.
python statistical-analysis data-analysis academic-project mental-health education-research student-performance
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Dec 13, 2025 - HTML
GreatSchools school data scraper
python data scraper school greatschools web-scraping education-research real-estate-analysis school-ratings
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Dec 19, 2025
Ordinal regression and mediation analysis examining the gap between AI adoption and advocacy among K-12 educators. Part 3 of a three-paper series using JASP and Python. N=189 teachers in Jordan.
artificial-intelligence bootstrap-method mediation-analysis structural-equation-modeling ordinal-regression educational-technology jasp education-research technology-adoption ai-in-education diffusion-of-innovation proportional-odds k12-education teacher-technology
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Dec 12, 2025 - Python
Reporte resumen de las unidades educativas de Bolivia con proyecciones de la cantidad de unidades educativas y estudiantes para el año 2024 en base a datos del año 2020.
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Nov 29, 2024 - Jupyter Notebook
Hierarchical cluster analysis of AI implementation barriers among K-12 educators (N=189). Person-centered approach reveals 8 distinct constraint profiles with inverse cost-skill relationship (φ=-.246). JASP for statistics, Python for visualization. Published: DOI 10.5281/zenodo.17519099
python data-visualization seaborn artificial-intelligence statistical-analysis matplotlib cluster-analysis hierarchical-clustering educational-technology chi-square-test jasp implementation-science education-research survey-research data-sceince research-portfolio k12-education published-research barriers-to-adoption teacher-development
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Dec 12, 2025 - Python
This repository hosts a study analyzing the impact of mental health on students' academic performance, specifically looking at GPA correlations. Using Python for statistical analysis, it challenges prior research by demonstrating no negative correlation between mental health issues and academic success.
python data-analysis mental-health education-research academic-research student-performance statitstical-analysis
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Jun 15, 2024 - HTML
Methods and code to harmonize U.S. Title II teacher preparation data and merge with IPEDS institutional records using standardized and fuzzy text matching. Created as part of a larger teacher preparation research project at Craft Education, Western Governors University.
python reproducible-research jupyter-notebook open-data longitudinal-data crosswalk higher-education teacher-preparation ipeds data-harmonization education-data education-policy education-research google-colab-notebook teacher-workforce title-ii
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Mar 18, 2026 - Jupyter Notebook
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