Dataset: Internal Link Accessibility Features and SERP Rankings
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This dataset supports our research into the relationship between the accessibility features of internal hyperlinks and website search engine result page (SERP) rankings. It comprises data points representing internal links from numerous websites, annotated with extracted accessibility metrics such as contrast_ratio (color contrast), text_clarity (link text specificity and conciseness), and is_unique (whether the link target is unique on the source page). Corresponding SERP ranks were obtained using the "site:" operator on Google and Bing to provide a baseline internal ranking. The dataset, available in CSV format, was generated through web scraping, feature calculation, and SERP data mapping, enabling further empirical studies on web accessibility and its potential connection to SEO performance. Access the dataset via the link below (maintained here for persistence).
git clone https://hf.co/datasets/goker/hyperlinks