Keyword Search Results and Page Summaries
Explore keyword search results with page titles, URLs, summaries, search ranks, and status fields, including records for unavailable pages and keywords with no results.
I need this data: Explore keyword search results with page titles, URLs, summaries, search ranks, and status fields, including records for unavailable pages and keywords with no results.
One message. 2 summaries, 7 columns.
Latest results
2 summaries, refreshed manually
| Row# | Open row | |||||||
|---|---|---|---|---|---|---|---|---|
| 1 | urban gardening | Environmental and social drivers of urban garden biodiversity: a PRISMA-ScR review | This scoping review synthesizes 30 studies on how environmental conditions and gardeners’ social and management choices shape biodiversity in urban gardens. Larger, structurally diverse gardens with varied plants and connections to natural habitats often support more species, while intensive maintenance and pesticide use can harm biodiversity; the authors note geographic and taxonomic gaps and call for integrated, inclusive garden planning and further research. | 1 | summarized | — | View row | |
| 2 | urban gardening | Urban Agriculture | The USDA Climate Hubs page describes urban agriculture—from community gardens and rooftop farms to indoor growing—as a way to supplement local food supplies and support climate resilience. It can shorten food supply chains and emissions, store carbon, reduce urban heat, improve food access and biodiversity, and strengthen community education, though land costs and limited city guidance can hinder its growth. | 2 | summarized | — | View row |
Data sources
Produced by pipeline v1Operate a site this data was read from? Report a problem or request removal.
About this dataset
This dataset contains results from keyword searches and summaries of result pages. The keyword dataset is editable, and the number of results per keyword and summary length can be adjusted. Each run replaces the saved results.
What you can use it for
Use the records to review search results by keyword, inspect result titles and URLs, and browse available page summaries. Status and error fields can help identify records associated with unavailable pages or keywords with no results.
Coverage
Coverage depends on the keywords and settings used for each run. Records are retained for unavailable pages and keywords with no results.
Data pipeline
How Jsonify collects this data
Jason, Jsonify's AI data engineer, built this pipeline from a plain-language brief. It runs the same steps every time: read the sources, extract the fields, check every row, publish the dataset. When a source changes and a step fails, Jason diagnoses the failure, repairs the pipeline and verifies a sample before it resumes, so the dataset keeps its shape without anyone babysitting it.
- 01 · input
Keywords
Editable dataset with a keyword column. Blank rows are ignored…
- 02
Read Keywords
Read the keyword column, remove blank entries and combine…
- 03 · fan out
Search Keywords
Search the web for each keyword and keep up to the selected…
- 04
Expand URLs
Turn search results into individual pages while keeping a…
- 05 · fan out
Summarize Pages
Read each result page and write a concise summary grounded in…
- 06
Check Results
Confirm that at least one discovered page was summarized and…
- 07 · output
Summaries
Latest keyword search results and source-grounded page…
2 summaries · v1
Keywords
Editable dataset with a keyword column. Blank rows are ignored and duplicate keywords are searched once.
Keywords
Editable dataset with a keyword column. Blank rows are ignored and duplicate keywords are searched once.
Read Keywords
Read the keyword column, remove blank entries and combine duplicate keywords.
Per input record: Search Keywords
Search the webSearch the web for each keyword and keep up to the selected number of distinct result URLs.
Expand URLs
Turn search results into individual pages while keeping a visible record of keywords with no results.
Per input record: Summarize Pages
Read web contentLlmRead each result page and write a concise summary grounded in that page, marking inaccessible pages clearly.
Check Results
Confirm that at least one discovered page was summarized and preserve unavailable-page and no-results records.
Summaries
Latest keyword search results and source-grounded page summaries, including explicit unavailable and no-results records.
Column explanations
keyword: Search keyword associated with the record. result_title: Title of the search result. result_url: URL of the search result. summary: Summary of the result page. search_rank: Search result rank. status: Record status; specific status values are not defined. error: Error information; specific error meanings are not defined.
History
Versions, repairs and quality checks
Every activated version of the pipeline, the recorded outcome of each repair, the latest quality checks on published data, and what the dataset does not cover.
Version history
- v1
Created an on-demand keyword search pipeline with an editable keyword dataset, adjustable result counts and page summaries. Unavailable pages and searches without results are shown explicitly.
Repairs
When a source changes and a step fails, Jason's repair and its outcome are recorded here.
Quality checks
- v1Inconclusive
Both delivered rows passed structural checks and agree with the inspected live page content. Input-keyword completeness and selected result-count compliance could not be verified.
Limitations
Each run replaces the previously saved results. The meanings of individual status values and error details are unspecified.
Using this data
Licence
Frequently asked questions
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