diff --git a/renv.lock b/renv.lock
index ff82042..13aa59e 100644
--- a/renv.lock
+++ b/renv.lock
@@ -9,6 +9,13 @@
     ]
   },
   "Packages": {
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+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Hash": "85bf3bd8fa58da21a22d84fd4f4ef0a8"
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     "BH": {
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       "Version": "1.81.0-1",
@@ -16,6 +23,32 @@
       "Repository": "CRAN",
       "Hash": "68122010f01c4dcfbe58ce7112f2433d"
     },
+    "DT": {
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+      "Version": "0.18",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "crosstalk",
+        "htmltools",
+        "htmlwidgets",
+        "jsonlite",
+        "magrittr",
+        "promises"
+      ],
+      "Hash": "a7d6660c869d4f41f856504828af4645"
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+    "KernSmooth": {
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+      "Version": "2.23-20",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats"
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+      "Hash": "8dcfa99b14c296bc9f1fd64d52fd3ce7"
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       "Version": "7.3-58.3",
@@ -58,6 +91,60 @@
       ],
       "Hash": "94b0a21c13933f61cf6272a192964624"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R.methodsS3",
+        "R.oo",
+        "R.utils",
+        "digest",
+        "utils"
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+      "Hash": "fe539ca3f8efb7410c3ae2cf5fe6c0f8"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
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+      "Hash": "278c286fd6e9e75d0c2e8f731ea445c8"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R.methodsS3",
+        "methods",
+        "utils"
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+      "Hash": "a0900a114f4f0194cf4aa8cd4a700681"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+        "R.methodsS3",
+        "R.oo",
+        "methods",
+        "tools",
+        "utils"
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       "Version": "2.5.1",
@@ -89,6 +176,16 @@
       ],
       "Hash": "e749cae40fa9ef469b6050959517453c"
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+    "SQUAREM": {
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+      "Version": "2021.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
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+      "Hash": "0cf10dab0d023d5b46a5a14387556891"
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       "Version": "1.1.0",
@@ -215,6 +312,56 @@
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       "Hash": "9fe98599ca456d6552421db0d6772d8f"
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+      "Hash": "b7d8d8ee39869c18d8846a184dd8a1af"
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+      "Version": "0.33",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "R",
+        "htmltools",
+        "jquerylib",
+        "knitr",
+        "rmarkdown",
+        "tinytex",
+        "xfun",
+        "yaml"
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+      "Hash": "948ba48e07aa772d3e5564ce8c0a7896"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "stats"
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+      "Hash": "9a052fbcbe97a98ceb18dbfd30ebd96e"
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+      "Hash": "d69a786e85775b126bddbee185ae6084"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "976cf154dfb043c012d87cddd8bca363"
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@@ -304,6 +451,19 @@
       ],
       "Hash": "147e4db6909d8814bb30f671b49d7e06"
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+      "Version": "7.3-19",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+        "R",
+        "stats",
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+      "Hash": "1593b7beb067c8381c0d24e38bd778e0"
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       "Version": "3.6.0",
@@ -325,6 +485,30 @@
       ],
       "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
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+      "Version": "2.1.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats",
+        "utils"
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+      "Hash": "5edbbabab6ce0bf7900a74fd4358628e"
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@@ -346,6 +530,16 @@
       "Repository": "CRAN",
       "Hash": "b6e3e947d1d7ebf3d2bdcea1bde63fe7"
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+      "Version": "0.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+      "Hash": "31d77b09f63550cee9ecb5a08bf76e8f"
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@@ -382,6 +576,33 @@
       ],
       "Hash": "e8a1e41acf02548751f45c718d55aa6a"
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+      "Version": "1.3.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+        "curl",
+        "jsonlite",
+        "openssl",
+        "sys"
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+      "Hash": "93762d0a34d78e6a025efdbfb5c6bb41"
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+      "Version": "1.1.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R6",
+        "htmltools",
+        "jsonlite",
+        "lazyeval"
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+      "Hash": "2b06f9e415a62b6762e4b8098d2aecbc"
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       "Version": "5.0.0",
@@ -392,6 +613,94 @@
       ],
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+      "Version": "1.1.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+        "crayon",
+        "desc",
+        "remotes",
+        "withr"
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+      "Hash": "53cbed70a2f7472d48fb6aef08442f25"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "cli",
+        "rprojroot",
+        "utils"
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+      "Hash": "6b9602c7ebbe87101a9c8edb6e8b6d21"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "desc",
+        "ellipsis",
+        "fs",
+        "lifecycle",
+        "memoise",
+        "miniUI",
+        "pkgbuild",
+        "pkgdown",
+        "pkgload",
+        "profvis",
+        "rcmdcheck",
+        "remotes",
+        "rlang",
+        "roxygen2",
+        "rversions",
+        "sessioninfo",
+        "stats",
+        "testthat",
+        "tools",
+        "urlchecker",
+        "usethis",
+        "utils",
+        "withr"
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+      "Hash": "ea5bc8b4a6a01e4f12d98b58329930bb"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "tibble"
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+      "Hash": "9ddedef46959baad2080047a1b0117fe"
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+      "Version": "0.3.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "crayon",
+        "methods",
+        "stats",
+        "tools",
+        "utils"
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+      "Hash": "bcaa8b95f8d7d01a5dedfd959ce88ab8"
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       "Version": "0.6.31",
@@ -403,6 +712,26 @@
       ],
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     },
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+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "brio",
+        "desc",
+        "digest",
+        "evaluate",
+        "fansi",
+        "memoise",
+        "rlang",
+        "vctrs",
+        "withr",
+        "yaml"
+      ],
+      "Hash": "79bf3f66590752ffbba20f8d2da94c7c"
+    },
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       "Version": "1.1.0",
@@ -426,6 +755,33 @@
       ],
       "Hash": "d3c34618017e7ae252d46d79a1b9ec32"
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+    "easyalluvial": {
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+      "Version": "0.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "RColorBrewer",
+        "dplyr",
+        "forcats",
+        "ggalluvial",
+        "ggplot2",
+        "ggridges",
+        "gridExtra",
+        "magrittr",
+        "progress",
+        "progressr",
+        "purrr",
+        "randomForest",
+        "recipes",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyr"
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+      "Hash": "668679c89154380feeeaa10c4a1db653"
+    },
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@@ -454,6 +810,25 @@
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       "Hash": "057a7a9d41635ca4f9a27cbcdce6512e"
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+    "envsetup": {
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+      "Version": "0.0.1.9000",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteUsername": "pharmaverse",
+      "RemoteRepo": "envsetup",
+      "RemoteRef": "main",
+      "RemoteSha": "9ae5f2141c819c1eec8bd8f4ce01d7167cb9d657",
+      "RemoteHost": "api.github.com",
+      "Requirements": [
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+        "fs",
+        "purrr",
+        "rlang",
+        "usethis"
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+      "Hash": "3b06e3490fcfca41a7e8caff7741078e"
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@@ -501,6 +876,18 @@
       "Repository": "CRAN",
       "Hash": "f7736a18de97dea803bde0a2daaafb27"
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+      "Version": "0.5.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "htmltools",
+        "rlang"
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+      "Hash": "e80750aec5717dedc019ad7ee40e4a7c"
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@@ -517,6 +904,19 @@
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       "Hash": "1a0a9a3d5083d0d573c4214576f1e690"
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+      "Version": "0.8-84",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods",
+        "stats",
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@@ -553,17 +953,49 @@
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-    "ggplot2": {
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+    "gert": {
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+      "Version": "1.9.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "MASS",
-        "R",
-        "cli",
-        "glue",
-        "grDevices",
+        "askpass",
+        "credentials",
+        "openssl",
+        "rstudioapi",
+        "sys",
+        "zip"
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+      "Hash": "9122b3958e749badb5c939f498038b57"
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+      "Version": "0.12.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "dplyr",
+        "ggplot2",
+        "lazyeval",
+        "rlang",
+        "stats",
+        "tidyr",
+        "tidyselect"
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+      "Hash": "8e8537ec2a70017be8e5e20b1bbf4e98"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "MASS",
+        "R",
+        "cli",
+        "glue",
+        "grDevices",
         "grid",
         "gtable",
         "isoband",
@@ -578,6 +1010,47 @@
       ],
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "ggplot2",
+        "grid",
+        "plyr",
+        "scales",
+        "withr"
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "gitcreds",
+        "httr2",
+        "ini",
+        "jsonlite",
+        "rlang"
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+      "Hash": "03533b1c875028233598f848fda44c4c"
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+      "Version": "0.1.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
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+      "Hash": "ab08ac61f3e1be454ae21911eb8bc2fe"
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@@ -589,6 +1062,13 @@
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "be6a2b3529928bd803d1c437d1d43152"
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@@ -603,6 +1083,32 @@
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "base64enc",
+        "bitops",
+        "checkmate",
+        "commonmark",
+        "dplyr",
+        "fs",
+        "ggplot2",
+        "glue",
+        "htmltools",
+        "magrittr",
+        "rlang",
+        "sass",
+        "scales",
+        "stringr",
+        "tibble",
+        "tidyselect"
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@@ -678,6 +1184,36 @@
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+      "Version": "1.6.1",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "grDevices",
+        "htmltools",
+        "jsonlite",
+        "knitr",
+        "rmarkdown",
+        "yaml"
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+      "Requirements": [
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+        "promises",
+        "utils"
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@@ -693,6 +1229,37 @@
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+      "Source": "Repository",
+      "Repository": "CRAN",
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+        "R",
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+        "glue",
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+        "openssl",
+        "rappdirs",
+        "rlang",
+        "withr"
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@@ -718,6 +1285,29 @@
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+        "prodlim",
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@@ -826,6 +1416,17 @@
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+      "Hash": "1ab6223d3670fac7143202cb6a2d43d5"
+    },
     "tibble": {
       "Package": "tibble",
       "Version": "3.2.0",
@@ -1466,6 +2717,20 @@
       ],
       "Hash": "79540e5fcd9e0435af547d885f184fd5"
     },
+    "timeDate": {
+      "Package": "timeDate",
+      "Version": "3043.102",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "fde4fc571f5f61978652c229d4713845"
+    },
     "timechange": {
       "Package": "timechange",
       "Version": "0.2.0",
@@ -1518,6 +2783,61 @@
       ],
       "Hash": "b2e1cbce7c903eaf23ec05c58e59fb5e"
     },
+    "unrtf": {
+      "Package": "unrtf",
+      "Version": "1.4.2",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "sys"
+      ],
+      "Hash": "66d37f62b336141168d924aa1ebc4c7e"
+    },
+    "urlchecker": {
+      "Package": "urlchecker",
+      "Version": "1.0.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "curl",
+        "tools",
+        "xml2"
+      ],
+      "Hash": "409328b8e1253c8d729a7836fe7f7a16"
+    },
+    "usethis": {
+      "Package": "usethis",
+      "Version": "2.1.6",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "clipr",
+        "crayon",
+        "curl",
+        "desc",
+        "fs",
+        "gert",
+        "gh",
+        "glue",
+        "jsonlite",
+        "lifecycle",
+        "purrr",
+        "rappdirs",
+        "rlang",
+        "rprojroot",
+        "rstudioapi",
+        "stats",
+        "utils",
+        "whisker",
+        "withr",
+        "yaml"
+      ],
+      "Hash": "a67a22c201832b12c036cc059f1d137d"
+    },
     "utf8": {
       "Package": "utf8",
       "Version": "1.2.3",
@@ -1598,6 +2918,23 @@
       ],
       "Hash": "7015a74373b83ffaef64023f4a0f5033"
     },
+    "waldo": {
+      "Package": "waldo",
+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "cli",
+        "diffobj",
+        "fansi",
+        "glue",
+        "methods",
+        "rematch2",
+        "rlang",
+        "tibble"
+      ],
+      "Hash": "035fba89d0c86e2113120f93301b98ad"
+    },
     "webshot": {
       "Package": "webshot",
       "Version": "0.5.4",
@@ -1611,6 +2948,26 @@
       ],
       "Hash": "cfd9342c76693ae53108a474aafa1641"
     },
+    "websocket": {
+      "Package": "websocket",
+      "Version": "1.4.1",
+      "Source": "Repository",
+      "Repository": "RSPM",
+      "Requirements": [
+        "AsioHeaders",
+        "R6",
+        "cpp11",
+        "later"
+      ],
+      "Hash": "76e0d400757e318cca33def29ccebbc2"
+    },
+    "whisker": {
+      "Package": "whisker",
+      "Version": "0.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c6abfa47a46d281a7d5159d0a8891e88"
+    },
     "withr": {
       "Package": "withr",
       "Version": "2.5.0",
@@ -1646,11 +3003,37 @@
       ],
       "Hash": "40682ed6a969ea5abfd351eb67833adc"
     },
+    "xmlparsedata": {
+      "Package": "xmlparsedata",
+      "Version": "1.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "45e4bf3c46476896e821fc0a408fb4fc"
+    },
+    "xopen": {
+      "Package": "xopen",
+      "Version": "1.0.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "processx"
+      ],
+      "Hash": "6c85f015dee9cc7710ddd20f86881f58"
+    },
     "xportr": {
       "Package": "xportr",
       "Version": "0.2.0",
-      "Source": "Repository",
-      "Repository": "RSPM",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteUsername": "atorus-research",
+      "RemoteRepo": "xportr",
+      "RemoteRef": "main",
+      "RemoteSha": "cd4da91e9e05e5d846567bdeb6fdad43a8b61fec",
+      "RemoteHost": "api.github.com",
       "Requirements": [
         "cli",
         "dplyr",
@@ -1665,7 +3048,19 @@
         "tidyselect",
         "tm"
       ],
-      "Hash": "b419aa9b9bbd9ebfe3b298e2b0d4943c"
+      "Hash": "ddef81e9a7f78f06689dbe983a339959"
+    },
+    "xtable": {
+      "Package": "xtable",
+      "Version": "1.8-4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "stats",
+        "utils"
+      ],
+      "Hash": "b8acdf8af494d9ec19ccb2481a9b11c2"
     },
     "yaml": {
       "Package": "yaml",
@@ -1673,6 +3068,35 @@
       "Source": "Repository",
       "Repository": "CRAN",
       "Hash": "0d0056cc5383fbc240ccd0cb584bf436"
-    }
+    },
+    "zip": {
+      "Package": "zip",
+      "Version": "2.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c42bfcec3fa6a0cce17ce1f8bc684f88"
+    },
+    "pilot3utils": {
+  "Package": "pilot3utils",
+  "Version": "0.0.1",
+  "Source": "GitHub",
+  "RemoteType": "github",
+  "RemoteHost": "api.github.com",
+  "RemoteUsername": "RConsortium",
+  "RemoteRepo": "submissions-pilot3-utilities",
+  "RemoteRef": "main",
+  "RemoteSha": "4ab5217c50d9fa93b96b70ee304136937c838b12",
+  "Requirements": [
+    "R",
+    "admiraldev",
+    "dplyr",
+    "emmeans",
+    "glue",
+    "stringr",
+    "tibble",
+    "tidyr"
+  ],
+  "Hash": "5f45bb5b7e40deded8044673361babbf"
+}
   }
-}
\ No newline at end of file
+}