MATCH: Deterministic, Local-First Website Quality Checks — Simple by Design, Extensible by ArchitectureA free and open-source Chrome extension that turns noisy web testing into a clear, reference-based heatmap, with a plugin metric system built for growth and academic-scale analysis. →GCreated by Goker4 days ago·(Updated 4 days ago)web qualityaccessibilityseotestingopen sourcechrome extensionresearchthesisCODES
MATCH: Deterministic, Local-First Website Quality Checks — Simple by Design, Extensible by ArchitectureA free and open-source Chrome extension that turns noisy web testing into a clear, reference-based heatmap, with a plugin metric system built for growth and academic-scale analysis. →GCreated by Goker4 days ago·(Updated 4 days ago)web qualityaccessibilityseotestingopen sourcechrome extensionresearchthesisCODES
Dataset: Multi-Engine SERP Propagation and Feature Signals from News-Derived Queries (Google, Brave, Mojeek)Reproducible SERP dataset built from news-derived queries across Google, Brave, and Mojeek (rank 1–20). Includes keyword seeds, indexed SERP outputs, and a derived feature table (86,563 records; 2026-02-22 snapshot) →GCreated by Goker9 days ago·(Updated 9 days ago)serp datasetcomparative search enginesranking factorsseo datatechnical seothesisDATASETS
Dataset: Multi-Engine SERP Propagation and Feature Signals from News-Derived Queries (Google, Brave, Mojeek)Reproducible SERP dataset built from news-derived queries across Google, Brave, and Mojeek (rank 1–20). Includes keyword seeds, indexed SERP outputs, and a derived feature table (86,563 records; 2026-02-22 snapshot) →GCreated by Goker9 days ago·(Updated 9 days ago)serp datasetcomparative search enginesranking factorsseo datatechnical seothesisDATASETS
SERP Profiler Kit: Python Tools for SERP Data Collection and Data Acquisition and Analysis ScriptsAn end-to-end research toolkit for profiling and analyzing search engine results pages (SERPs) →GCreated by Goker292 days ago·(Updated 9 days ago)serp analysispythonsearch engine scraperfeature engineeringcontent extractiontrafilaturasentence-bertthesisCODES
SERP Profiler Kit: Python Tools for SERP Data Collection and Data Acquisition and Analysis ScriptsAn end-to-end research toolkit for profiling and analyzing search engine results pages (SERPs) →GCreated by Goker292 days ago·(Updated 9 days ago)serp analysispythonsearch engine scraperfeature engineeringcontent extractiontrafilaturasentence-bertthesisCODES
Dataset: Technical and Content Attributes of Google & Bing SERPs for Discount QueriesA large-scale dataset of Google and Bing search results with technical and content features for ranking analysis. →GCreated by Goker296 days ago·(Updated 161 days ago)serp datasetcomparative search enginesranking factorsseo datatechnical seothesisDATASETS
Dataset: Technical and Content Attributes of Google & Bing SERPs for Discount QueriesA large-scale dataset of Google and Bing search results with technical and content features for ranking analysis. →GCreated by Goker296 days ago·(Updated 161 days ago)serp datasetcomparative search enginesranking factorsseo datatechnical seothesisDATASETS
Dataset: Internal Link Accessibility Features and SERP RankingsThis dataset supports our research into the relationship between the accessibility features of internal hyperlinks and website search engine result page (SERP) →GCreated by Goker304 days ago·(Updated 161 days ago)datasetweb accessibilitygooglebingserpseothesisDATASETS
Dataset: Internal Link Accessibility Features and SERP RankingsThis dataset supports our research into the relationship between the accessibility features of internal hyperlinks and website search engine result page (SERP) →GCreated by Goker304 days ago·(Updated 161 days ago)datasetweb accessibilitygooglebingserpseothesisDATASETS
Dataset: Labeled Website Screenshots for Overlay DetectionThis dataset facilitates research on automatically detecting overlays (like pop-ups, cookie banners, ads) in website screenshots, a common challenge in web data →GCreated by Goker656 days ago·(Updated 161 days ago)datasetimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisDATASETS
Dataset: Labeled Website Screenshots for Overlay DetectionThis dataset facilitates research on automatically detecting overlays (like pop-ups, cookie banners, ads) in website screenshots, a common challenge in web data →GCreated by Goker656 days ago·(Updated 161 days ago)datasetimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisDATASETS
Pre-trained ResNet50 Model for Website Screenshot Overlay DetectionThis post provides access to the pre-trained deep learning model that achieved the highest accuracy in our study on detecting overlays (pop-ups, banners, etc. →GCreated by Goker656 days ago·(Updated 161 days ago)modelimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisMODELS
Pre-trained ResNet50 Model for Website Screenshot Overlay DetectionThis post provides access to the pre-trained deep learning model that achieved the highest accuracy in our study on detecting overlays (pop-ups, banners, etc. →GCreated by Goker656 days ago·(Updated 161 days ago)modelimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisMODELS
Open-Source Code for Overlay Detection in Website Screenshots using Deep LearningWe provide the open-source Python code used to train and evaluate deep learning models for detecting overlays in website screenshots, as presented in our ICAR'1 →GCreated by Goker656 days ago·(Updated 161 days ago)codingimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisCODES
Open-Source Code for Overlay Detection in Website Screenshots using Deep LearningWe provide the open-source Python code used to train and evaluate deep learning models for detecting overlays in website screenshots, as presented in our ICAR'1 →GCreated by Goker656 days ago·(Updated 161 days ago)codingimage classificationdeep learningcomputer visionscreenshot analysisoverlay detectionresnet50thesisCODES
