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  "Title": "Multiple Time Series Scanner",
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  "Authors@R": "c(\nperson(c(\"T.\", \"Phuong\"), \"Quan\", email = \"phuongquan567@outlook.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0001-8566-1817\")),\nperson(family = \"University of Oxford\", role = \"cph\"),\nperson(family = \"National Institute for Health Research (NIHR)\", role = \"fnd\"),\nperson(\"Rodrigo\", \"Pires\", role = \"rev\"),\nperson(\"Margaret\", \"Siple\", role = \"rev\")\n)",
  "Description": "Generate interactive html reports that enable quick visual\nreview of multiple related time series stored in a data frame.\nFor static datasets, this can help to identify any temporal\nartefacts that may affect the validity of subsequent analyses.\nFor live data feeds, regularly scheduled reports can help to\npro-actively identify data feed problems or unexpected trends\nthat may require action. The reports are self-contained and\nshareable without a web server.",
  "URL": "https://github.com/ropensci/mantis,\nhttps://ropensci.github.io/mantis/",
  "BugReports": "https://github.com/ropensci/mantis/issues",
  "License": "GPL (>= 3)",
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  "Repository": "https://ropensci.r-universe.dev",
  "Date/Publication": "2026-03-26 03:12:26 UTC",
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  "Maintainer": "T. Phuong Quan <phuongquan567@outlook.com>",
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mantis.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
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  "_realowner": "ropensci",
  "_cranurl": true,
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    },
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    "alert_below",
    "alert_custom",
    "alert_difference_above_perc",
    "alert_difference_below_perc",
    "alert_equals",
    "alert_missing",
    "alert_rules",
    "alertspec",
    "bespoke_rmd_alert_results",
    "bespoke_rmd_initialise_widgets",
    "bespoke_rmd_output",
    "inputspec",
    "mantis_alerts",
    "mantis_report",
    "outputspec_interactive",
    "outputspec_static_heatmap",
    "outputspec_static_multipanel"
  ],
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    {
      "name": "example_data",
      "title": "Example data frame containing multiple time series in long format",
      "object": "example_data",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "timepoint",
        "item",
        "value",
        "tab"
      ],
      "rows": 3903,
      "table": true,
      "tojson": true
    },
    {
      "name": "example_prescription_numbers",
      "title": "Example data frame containing numbers of antibiotic prescriptions in long format",
      "object": "example_prescription_numbers",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "PrescriptionDate",
        "Antibiotic",
        "Spectrum",
        "NumberOfPrescriptions",
        "Location"
      ],
      "rows": 9855,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "alert_rule_types",
      "title": "Built-in alert rules",
      "topics": [
        "alert_above",
        "alert_below",
        "alert_custom",
        "alert_difference_above_perc",
        "alert_difference_below_perc",
        "alert_equals",
        "alert_missing",
        "alert_rule_types"
      ]
    },
    {
      "page": "alert_rules",
      "title": "Create set of alert rules",
      "topics": [
        "alert_rules"
      ]
    },
    {
      "page": "alertspec",
      "title": "Specify alerting rules to be run on the data and displayed in the report",
      "topics": [
        "alertspec"
      ]
    },
    {
      "page": "bespoke_rmd_alert_results",
      "title": "Dynamically generate a table containing alert results for an rmd chunk",
      "topics": [
        "bespoke_rmd_alert_results"
      ]
    },
    {
      "page": "bespoke_rmd_initialise_widgets",
      "title": "Initialise HTML widgets",
      "topics": [
        "bespoke_rmd_initialise_widgets"
      ]
    },
    {
      "page": "bespoke_rmd_output",
      "title": "Dynamically generate mantis output for an rmd chunk",
      "topics": [
        "bespoke_rmd_output"
      ]
    },
    {
      "page": "example_data",
      "title": "Example data frame containing multiple time series in long format",
      "topics": [
        "example_data"
      ]
    },
    {
      "page": "example_prescription_numbers",
      "title": "Example data frame containing numbers of antibiotic prescriptions in long format",
      "topics": [
        "example_prescription_numbers"
      ]
    },
    {
      "page": "inputspec",
      "title": "Specify relevant columns in the source data frame",
      "topics": [
        "inputspec"
      ]
    },
    {
      "page": "mantis_alerts",
      "title": "Generate a data frame containing alert results",
      "topics": [
        "mantis_alerts"
      ]
    },
    {
      "page": "mantis_report",
      "title": "Create an interactive time series report from a data frame",
      "topics": [
        "mantis_report"
      ]
    },
    {
      "page": "outputspec_interactive",
      "title": "Specify output options for an interactive report",
      "topics": [
        "outputspec_interactive"
      ]
    },
    {
      "page": "outputspec_static_heatmap",
      "title": "Specify output options for a static report containing heatmaps",
      "topics": [
        "outputspec_static_heatmap"
      ]
    },
    {
      "page": "outputspec_static_multipanel",
      "title": "Specify output options for a static report containing a panel of plots.",
      "topics": [
        "outputspec_static_multipanel"
      ]
    }
  ],
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    "zoo"
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      "source": "bespoke-reports.Rmd",
      "filename": "bespoke-reports.html",
      "title": "Creating bespoke reports",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "Adding mantis content",
        "Extra requirements for interactive reports"
      ],
      "created": "2024-12-19 18:04:50",
      "modified": "2025-09-23 15:24:48",
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      "filename": "mantis.html",
      "title": "Get started with mantis",
      "engine": "knitr::rmarkdown",
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        "Data format",
        "Specifying the data columns",
        "Specifying the timepoint unit",
        "Generating a report",
        "Interactive plots",
        "Static plots",
        "Heatmap",
        "Multipanel"
      ],
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      "filename": "alert-rules.html",
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        "Built-in rules",
        "Custom rules",
        "Applying different rules to different time series",
        "Walkthrough"
      ],
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      "modified": "2025-09-23 15:24:48",
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  "_indexed": true,
  "_nocasepkg": "mantis",
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