{"accessLevel": "public", "bureauCode": ["020:00"], "contactPoint": {"fn": "Jesse Sayles", "hasEmail": "mailto:sayles.jesse@epa.gov"}, "description": "The data represent web-scraping of hyperlinks from a selection of environmental stewardship organizations that were identified in the 2017 NYC Stewardship Mapping and Assessment Project (STEW-MAP) (USDA 2017). There are two data sets: 1) the original scrape containing all hyperlinks within the websites and associated attribute values (see \"README\" file); 2) a cleaned and reduced dataset formatted for network analysis. \n\nFor dataset 1: Organizations were selected from from the 2017 NYC Stewardship Mapping and Assessment Project (STEW-MAP) (USDA 2017), a publicly available, spatial data set about environmental stewardship organizations working in New York City, USA (N = 719). To create a smaller and more manageable sample to analyze,  all organizations\u00a0that intersected\u00a0(i.e., worked entirely within or overlapped) the NYC borough\u00a0of Staten Island were selected for a geographically bounded sample. Only organizations with working websites and that the web scraper could access were retained for the study (n = 78). The websites were scraped between 09 and 17 June 2020 to a maximum search depth of ten using the snaWeb package (version 1.0.1, Stockton 2020) in the R computational language environment (R Core Team 2020).\n\nFor dataset 2: The complete scrape results were cleaned, reduced, and formatted as a standard edge-array (node1, node2, edge attribute) for network analysis. See \"READ ME\" file for further details. \n\nReferences:\nR Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/. Version 4.0.3.\n\nStockton, T. (2020). snaWeb Package: An R package for finding and building social networks for a website, version 1.0.1.\n\nUSDA Forest Service. (2017). Stewardship Mapping and Assessment Project (STEW-MAP). New York City Data Set. Available online at https://www.nrs.fs.fed.us/STEW-MAP/data/. \n\nThis dataset is associated with the following publication:\nSayles, J., R. Furey, and M. Ten Brink. How deep to dig: effects of web-scraping search depth on hyperlink network analysis of environmental stewardship organizations.   Applied Network Science. Springer Nature, New York, NY,  7: 36, (2022).", "distribution": [{"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1522542/NYC%20Staten%20Island%20STEW-MAP%20hyperlink%20webscrape_README.txt", "mediaType": "text/plain", "title": "NYC Staten Island STEW-MAP hyperlink webscrape_README.txt"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1522542/NYC%20Staten%20Island%20STEW_MAP%20hyperlink%20webscrape_all.csv", "mediaType": "application/vnd.ms-excel", "title": "NYC Staten Island STEW_MAP hyperlink webscrape_all.csv"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1522542/NYC%20Staten%20Island%20STEW_MAP%20hyperlnk%20webscrape%20reduced%20network%20dataset_Metadata.txt", "mediaType": "text/plain", "title": "NYC Staten Island STEW_MAP hyperlnk webscrape reduced network dataset_Metadata.txt"}, {"downloadURL": "https://pasteur.epa.gov/uploads/10.23719/1522542/NYC%20Staten%20Island%20STEW_MAP%20hyperlink%20webscrape%20reduced%20network%20dataset_revised.csv", "mediaType": "text/csv", "title": "NYC Staten Island STEW_MAP hyperlink webscrape reduced network dataset_revised.csv"}], "identifier": "https://doi.org/10.23719/1522542", "keyword": ["Social network analysis", "SNA", "hyperlink networks", "web-scraping", "environmental governance", "decision support tools", "environmental stewardship"], "license": "https://pasteur.epa.gov/license/sciencehub-license-non-epa-generated.html", "modified": "2021-05-26", "programCode": ["020:000"], "publisher": {"name": "U.S. EPA Office of Research and Development (ORD)", "subOrganizationOf": {"name": "U.S. Environmental Protection Agency", "subOrganizationOf": {"name": "U.S. Government"}}}, "references": ["https://doi.org/10.1007/s41109-022-00472-0"], "rights": null, "title": "NYC STEW-MAP Staten Island organizations' website hyperlink webscrape"}