Scrappy Web Search
The Search-Difference Engine)
What difference does it make?
Tired of the same old textual search snippets? The Search-Difference Engine (aka Visual "Diff" Search) provides a new way of presenting search results via images and differentiating terms, with titles included as well. This format makes it much easier for you to scan the search results to find items of interest compared to traditional search snippets. For more details of a particular item, just hover the mouse over the info icon for that cell (visible when mouse is over the cell). For an illustration, see the popup snippet in the bottom right corner of the example results in the following Help section.
Enter the search query using keywords just as you would for Google, and then click search or press the enter key. (You can also use special operators, such as '−keyword' and 'site:name'.) The result will be in a tabular format, as in the example below, where each image serves as a convenient handle for moving, resizing, etc. Click the info icon in upper left corner to see the traditional search snippet. The popup snippet will change when a different cell is hovered over, and it will go away after a few seconds when the mouse is moved away from the cell. Click the pin icon to keep the snippet always visible.
Each cell can be resized, moved or deleted independent of the others. To resize, click-and-drag from the lower righthand corner. To move, click-and-drag from the image. To delete, click the x icon in the upper righthand corner. The following example is the result of such cell modifications; it also illustrates how hovering works.
By the way, there's an esoteric option to use to avoid getting flagged by bot filters.
The fine print
note: This is a beta release that only supports a limited number of searches, due to the cost of search calls and to the computing infrastructure.
Using your own API key will allow for more searches: this is specified in the advanced options section above.
Copyright (c) 2017-2023 ScrappyCito, LLC
Patent Allowance: US16/041,730
Portions copyright (c) 1998-2023 Google, Inc.
Portions copyright (c) 2004-2023 Jooble, Inc.
Portions copyright (c) 2003-2023 SciPy
Portions copyright (c) 2003-2023 NumPy
Portions copyright (c) 2007-2023 scikit-learn
Portions copyright (c) 2016 elzilrac (e.g., tf-idf package)
Portions copyright (c) 2015 shyyko.serhiy (e.g., Rulez.js for debugging)
Portions copyright (c) 2023 www.companyofanimals.us (categorization images)
Portions copyright (c) 2023 pixabay.com (categorization images)
Portions copyright (c) 2023 shutterstock.com (categorization images)
Portions copyright (c) 2023 vecteezy.com (gallery and related images)
Portions copyright (c) 2009-2023 Radim Řehůřek (e.g., gensim)
Portions copyright (c) 2016 yrq110 (e.g., sample Google API usage)
Portions copyright (c) 2001-2023 Wikimedia Foundation (e.g., Wikipedia for text categorization)
Portions copyleft (ɔ) 1983-2023 GNU (e.g., invaluable GNU/Linux toolset used during development)
Modified source and data (as per licensing of above):