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  "Title": "Quality Control and Analysis of Massachusetts Water Quality Data",
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  "Description": "Methods for quality control and exploratory analysis of\nsurface water quality data collected in Massachusetts, USA.\nFunctions are developed to facilitate data formatting for the\nWater Quality Exchange Network\n<https://www.epa.gov/waterdata/water-quality-data-upload-wqx>\nand reporting of data quality objectives to state agencies.\nQuality control methods are from Massachusetts Department of\nEnvironmental Protection (2020)\n<https://www.mass.gov/orgs/massachusetts-department-of-environmental-protection>.",
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  "Date/Publication": "2026-05-05 14:16:44 UTC",
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        "tbl",
        "data.frame"
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        "Units of measure"
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      "table": true,
      "tojson": true
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      "object": "thresholdMWR",
      "class": [
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        "tbl",
        "data.frame"
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      "fields": [
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        "uom",
        "Fresh_1",
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      "table": true,
      "tojson": true
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      "page": "anlzMWRdate",
      "title": "Analyze trends by date in results file",
      "topics": [
        "anlzMWRdate"
      ]
    },
    {
      "page": "anlzMWRmap",
      "title": "Analyze results with maps",
      "topics": [
        "anlzMWRmap"
      ]
    },
    {
      "page": "anlzMWRoutlier",
      "title": "Analyze outliers in results file",
      "topics": [
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    },
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      "title": "Analyze outliers in results file for all parameters",
      "topics": [
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      ]
    },
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      "title": "Analyze seasonal trends in results file",
      "topics": [
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      "topics": [
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      "title": "Check water quality monitoring results",
      "topics": [
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    },
    {
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      "title": "Check site metadata file",
      "topics": [
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    },
    {
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      "title": "Check water quality exchange (wqx) metadata input",
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    },
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      "title": "Format data quality objective accuracy data",
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      "title": "Format data quality objective frequency and completeness data",
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      "title": "Format water quality monitoring results",
      "topics": [
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    },
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      "title": "Master parameter list and units for Characteristic Name column in results data",
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      "title": "Run quality control completeness checks for water quality monitoring results",
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      "title": "Run quality control frequency checks for water quality monitoring results",
      "topics": [
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      "title": "Create the quality control review report",
      "topics": [
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      "title": "Read data quality objectives for accuracy from an external file",
      "topics": [
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      "title": "Read censored data from an external file",
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      "title": "Read data quality objectives for frequency and completeness from an external file",
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      "title": "Read water quality monitoring results from an external file",
      "topics": [
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      "title": "Create and save tables in a single workbook for WQX upload",
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      "title": "Master thresholds list for analysis of results data",
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      "title": "Filter results data to surface measurements",
      "topics": [
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      "title": "Prep results data for frequency checks",
      "topics": [
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      "title": "Query NHD data from an ArcGIS REST service",
      "topics": [
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      "topics": [
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      "title": "Get threshold lines from thresholdMWR",
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      "title": "Format the title for analyze functions",
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