The invention relates to a webpage browsing method and device based on data visualization, a computer device and a storage medium. The method comprises the following steps: when detecting a webpage browsing instruction, obtaining a browsing trend determination result carried by the page browsing instruction, and obtaining a corresponding to-be-browsed page resource according to the webpage browsing instruction, and respectively obtaining a first webview corresponding to the current page resource, a second webview corresponding to the second to-be-browsed page resource and a third webview corresponding to the third to-be-browsed page resource from the webview pool; according to a browsing trend determination result, starting the corresponding second webview or third webview, loading the second page resource to be browsed to the second webview to generate a second page, or loading the third page resource to be browsed to the third webview to generate a third page, and switching the current page to the second page or the third page. By the adoption of the method, the three webviews can be started at the same time, switching between the front page and the rear page of the current pagecan be directly conducted, it is not needed to wait for the same webview to load multiple pages, and the webpage loading speed is increased.