{
  "dataset": "DePaul Resource Map",
  "kind": "publication_evidence",
  "site": "https://depaul-resource-map.org/",
  "about": "Counts from works on the Resource Map whose full text was read. Software, funder, and place figures are documented mentions in that text, not a census of operational campus services. Join place names to resources.json for page URLs, access, and verification.",
  "report_url": "https://depaul-resource-map.org/explore/reports/",
  "generated": "2026-10-05",
  "title": "What publications show",
  "summary": "A plain-language look at what DePaul papers and theses on this map say about tools, funding, and places — using only works we have been able to read in full.",
  "denominator": {
    "n_on_map": 920,
    "n_read": 648,
    "n_unread": 272,
    "via_theses": 44,
    "methods_inventory": 324,
    "names_mapped_resource": 217,
    "software_family_any": 258
  },
  "pies": [
    {
      "id": "years",
      "title": "When these works were published",
      "slices": [
        {
          "label": "2021–2023",
          "value": 185,
          "pct": 28.5
        },
        {
          "label": "2024–2026",
          "value": 139,
          "pct": 21.5
        },
        {
          "label": "2018–2020",
          "value": 138,
          "pct": 21.3
        },
        {
          "label": "2015–2017",
          "value": 85,
          "pct": 13.1
        },
        {
          "label": "2010–2014",
          "value": 59,
          "pct": 9.1
        },
        {
          "label": "Before 2010",
          "value": 41,
          "pct": 6.3
        },
        {
          "label": "Year unknown",
          "value": 1,
          "pct": 0.2
        }
      ]
    },
    {
      "id": "types",
      "title": "Kinds of work",
      "slices": [
        {
          "label": "Peer-reviewed articles and papers",
          "value": 580,
          "pct": 89.5
        },
        {
          "label": "Theses and dissertations",
          "value": 44,
          "pct": 6.8
        },
        {
          "label": "Conference papers",
          "value": 24,
          "pct": 3.7
        }
      ]
    },
    {
      "id": "colleges",
      "title": "College or school",
      "slices": [
        {
          "label": "CSH",
          "value": 381,
          "pct": 58.8
        },
        {
          "label": "CDM",
          "value": 213,
          "pct": 32.9
        },
        {
          "label": "Author not yet linked",
          "value": 14,
          "pct": 2.2
        },
        {
          "label": "Business",
          "value": 11,
          "pct": 1.7
        },
        {
          "label": "Communication",
          "value": 9,
          "pct": 1.4
        },
        {
          "label": "University centers",
          "value": 8,
          "pct": 1.2
        },
        {
          "label": "LAS",
          "value": 7,
          "pct": 1.1
        },
        {
          "label": "More than one college",
          "value": 2,
          "pct": 0.3
        },
        {
          "label": "College not yet clear",
          "value": 2,
          "pct": 0.3
        },
        {
          "label": "Theatre",
          "value": 1,
          "pct": 0.2
        }
      ]
    },
    {
      "id": "methods",
      "title": "Software and research tools named",
      "slices": [
        {
          "label": "Names software or tools",
          "value": 324,
          "pct": 50.0
        },
        {
          "label": "Reviewed; none named",
          "value": 308,
          "pct": 47.5
        },
        {
          "label": "Not yet checked for tools",
          "value": 16,
          "pct": 2.5
        }
      ]
    },
    {
      "id": "funding",
      "title": "Funding named in the text",
      "slices": [
        {
          "label": "Names a funder or award",
          "value": 195,
          "pct": 30.1
        },
        {
          "label": "No funder named",
          "value": 453,
          "pct": 69.9
        }
      ]
    }
  ],
  "bars": [
    {
      "id": "software",
      "title": "Software and tools named most often",
      "rows": [
        {
          "label": "Scientific computing (Python, R, MATLAB, …)",
          "value": 105
        },
        {
          "label": "Statistics software (SPSS, SAS, Stata, …)",
          "value": 76
        },
        {
          "label": "Surveys and data capture (Qualtrics, REDCap)",
          "value": 41
        },
        {
          "label": "Version control and sharing (GitHub, Zenodo, OSF)",
          "value": 46
        },
        {
          "label": "Chemistry modeling (Gaussian)",
          "value": 36
        },
        {
          "label": "Spreadsheets",
          "value": 20
        },
        {
          "label": "AI writing or coding assistants",
          "value": 9
        },
        {
          "label": "Geographic information systems (GIS)",
          "value": 5
        },
        {
          "label": "Cloud computing",
          "value": 5
        },
        {
          "label": "High-performance computing",
          "value": 7
        },
        {
          "label": "Shared or campus data storage",
          "value": 6
        }
      ]
    },
    {
      "id": "external-funders",
      "title": "External sponsors named most often",
      "rows": [
        {
          "label": "National Science Foundation (NSF)",
          "value": 77
        },
        {
          "label": "National Institutes of Health (NIH)",
          "value": 67
        },
        {
          "label": "Department of Energy (DOE)",
          "value": 29
        },
        {
          "label": "NASA",
          "value": 27
        },
        {
          "label": "U.S. Department of Education",
          "value": 11
        },
        {
          "label": "Department of Defense / DARPA",
          "value": 7
        },
        {
          "label": "Award number found in the text",
          "value": 67
        }
      ]
    },
    {
      "id": "internal-funders",
      "title": "DePaul internal programs named",
      "rows": [
        {
          "label": "University Research Council (URC)",
          "value": 16
        },
        {
          "label": "Faculty Summer Research Grant (FSRG)",
          "value": 9
        },
        {
          "label": "DePaul funding (unnamed program)",
          "value": 4
        },
        {
          "label": "RFUMS collaborative pilot",
          "value": 3
        },
        {
          "label": "URC with award number",
          "value": 3
        },
        {
          "label": "Graduate Research Fund",
          "value": 1
        },
        {
          "label": "Competitive Research Grant",
          "value": 1
        },
        {
          "label": "CSH Undergraduate Summer Research Program",
          "value": 1
        },
        {
          "label": "Academic Growth and Innovation Fund (AGIF)",
          "value": 1
        },
        {
          "label": "Undergraduate Research Assistant Program (URAP)",
          "value": 1
        }
      ]
    },
    {
      "id": "places",
      "title": "Kinds of places named on this map",
      "rows": [
        {
          "label": "External facilities and partners",
          "value": 100
        },
        {
          "label": "Campus centers and institutes",
          "value": 106
        },
        {
          "label": "Campus shops and shared infrastructure",
          "value": 9
        },
        {
          "label": "Campus laboratories",
          "value": 17
        }
      ]
    }
  ],
  "top_resources": [
    {
      "resource": "Center for Community Research",
      "pubs": 76,
      "kind": "On campus"
    },
    {
      "resource": "Argonne National Laboratory",
      "pubs": 25,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Advanced Photon Source (APS) — Argonne National Laboratory",
      "pubs": 22,
      "kind": "Outside DePaul"
    },
    {
      "resource": "National Radio Astronomy Observatory (NRAO)",
      "pubs": 19,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Rush University",
      "pubs": 13,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Spallation Neutron Source (SNS) — Oak Ridge National Laboratory",
      "pubs": 11,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Steans Center for Community-Based Service Learning",
      "pubs": 11,
      "kind": "On campus"
    },
    {
      "resource": "Chemistry Core Instrumentation & Machine Shop",
      "pubs": 9,
      "kind": "On campus"
    },
    {
      "resource": "University of Illinois Urbana-Champaign",
      "pubs": 8,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Center for Web Intelligence",
      "pubs": 7,
      "kind": "On campus"
    },
    {
      "resource": "Northwestern University Genomics Core Facility",
      "pubs": 7,
      "kind": "Outside DePaul"
    },
    {
      "resource": "Business Education in Technology & Analytics (BETA) Hub",
      "pubs": 7,
      "kind": "On campus"
    }
  ]
}