diff --git a/R/edcs.R b/R/edcs.R
index 36895d7..876a45a 100644
--- a/R/edcs.R
+++ b/R/edcs.R
@@ -14,7 +14,8 @@ edcs_information <- function() {
     pubchem_cid = "",
     ctd_id = "",
     exposome_explorer_id = "",
-    parental_compound = ""
+    parental_compound = "",
+    molar_mass = "" # g/mol, also known as molecular weight
   )
   .names <- names(template)
 
@@ -27,7 +28,8 @@ edcs_information <- function() {
       pubchem_cid = "9274",
       ctd_id = "C000654497",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 186.2
     ),
     dep = list(
       full_name = "diethyl phosphate",
@@ -37,7 +39,8 @@ edcs_information <- function() {
       pubchem_cid = "654",
       ctd_id = "C034789",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 154.10
     ),
     detp = list(
       full_name = "diethyl thiophosphate",
@@ -47,17 +50,19 @@ edcs_information <- function() {
       pubchem_cid = "3683036",
       ctd_id = "C035638",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 169.16
     ),
     dmdtp = list(
       full_name = "dimethyl dithiophosphate",
       short_name = "DMDTP",
       class = "OP pesticide metabolites",
       smiles = "CSP(=O)(O)SC",
-      pubchem_cid = "NA",
+      pubchem_cid = "36158",
       ctd_id = "Unsure",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 158.18
     ),
     dmp = list(
       full_name = "dimethyl phosphate",
@@ -67,7 +72,8 @@ edcs_information <- function() {
       pubchem_cid = "13134",
       ctd_id = "C007477",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 126.05
     ),
     dmtp = list(
       full_name = "dimethyl thiophosphate",
@@ -77,7 +83,8 @@ edcs_information <- function() {
       pubchem_cid = "168140",
       ctd_id = "C040340",
       exposome_explorer_id = "NA",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 142.12
     ),
     bpa = list(
       full_name = "bisphenol A",
@@ -87,7 +94,8 @@ edcs_information <- function() {
       pubchem_cid = "6623",
       ctd_id = "C006780",
       exposome_explorer_id = "1418",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 228.29
     ),
     etpa = list(
       full_name = "ethyl-paraben",
@@ -97,7 +105,8 @@ edcs_information <- function() {
       pubchem_cid = "8434",
       ctd_id = "C012313",
       exposome_explorer_id = "1422",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 166.17
     ),
     mepa = list(
       full_name = "methyl-paraben",
@@ -107,7 +116,8 @@ edcs_information <- function() {
       pubchem_cid = "7456",
       ctd_id = "C015358",
       exposome_explorer_id = "1421",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 152.15
     ),
     bupa = list(
       full_name = "n‑butyl‑paraben",
@@ -117,7 +127,8 @@ edcs_information <- function() {
       pubchem_cid = "7184",
       ctd_id = "C038091",
       exposome_explorer_id = "1424",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 194.23
     ),
     oxbe = list(
       full_name = "oxybenzone",
@@ -127,7 +138,8 @@ edcs_information <- function() {
       pubchem_cid = "4632",
       ctd_id = "C005290",
       exposome_explorer_id = "1419",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 228.24
     ),
     prpa = list(
       full_name = "propyl-paraben",
@@ -137,7 +149,8 @@ edcs_information <- function() {
       pubchem_cid = "7175",
       ctd_id = "C006068",
       exposome_explorer_id = "1423",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 180.20
     ),
     trcs = list(
       full_name = "triclosan",
@@ -147,7 +160,8 @@ edcs_information <- function() {
       pubchem_cid = "5564",
       ctd_id = "D014260",
       exposome_explorer_id = "1420",
-      parental_compound = "NA"
+      parental_compound = "NA",
+      molar_mass = 289.5
     ),
     mbzp = list(
       full_name = "mono benzyl phthalate",
@@ -157,7 +171,8 @@ edcs_information <- function() {
       pubchem_cid = "31736",
       ctd_id = "C103325",
       exposome_explorer_id = "1397",
-      parental_compound = "BBzP"
+      parental_compound = "BBzP",
+      molar_mass = 256.25
     ),
     mecpp = list(
       full_name = "mono‑2‑ethyl 5‑carboxypentyl phthalate",
@@ -167,7 +182,8 @@ edcs_information <- function() {
       pubchem_cid = "148386",
       ctd_id = "C051450",
       exposome_explorer_id = "1403",
-      parental_compound = "DEHP"
+      parental_compound = "DEHP",
+      molar_mass = 308.33
     ),
     mehhp = list(
       full_name = "mono‑2‑ethyl‑5‑hydroxyhexyl phthalate",
@@ -177,7 +193,8 @@ edcs_information <- function() {
       pubchem_cid = "170295",
       ctd_id = "C479069",
       exposome_explorer_id = "1402",
-      parental_compound = "DEHP"
+      parental_compound = "DEHP",
+      molar_mass = 294.34
     ),
     meohp = list(
       full_name = "mono‑2‑ethyl‑5‑oxohexyl phthalate",
@@ -187,7 +204,8 @@ edcs_information <- function() {
       pubchem_cid = "119096",
       ctd_id = "C080276",
       exposome_explorer_id = "1401",
-      parental_compound = "DEHP"
+      parental_compound = "DEHP",
+      molar_mass = 292.33
     ),
     mehp = list(
       full_name = "mono‑2‑ethylhexyl phthalate",
@@ -197,7 +215,8 @@ edcs_information <- function() {
       pubchem_cid = "21924291",
       ctd_id = "C016599",
       exposome_explorer_id = "Unsure",
-      parental_compound = "DEHP"
+      parental_compound = "DEHP",
+      molar_mass = 277.33
     ),
     ohminp = list(
       full_name = "mono‑4‑methyl‑7‑hydroxyoctyl phthalate",
@@ -207,7 +226,8 @@ edcs_information <- function() {
       pubchem_cid = "102401880",
       ctd_id = "NA",
       exposome_explorer_id = "1451",
-      parental_compound = "MiNP"
+      parental_compound = "MiNP",
+      molar_mass = 308.4
     ),
     oxominp = list(
       full_name = "mono‑4‑methyl‑7‑oxooctyl phthalate",
@@ -217,7 +237,8 @@ edcs_information <- function() {
       pubchem_cid = "102401881",
       ctd_id = "NA",
       exposome_explorer_id = "1492",
-      parental_compound = "MiNP"
+      parental_compound = "MiNP",
+      molar_mass = 306.4
     ),
     mibp = list(
       full_name = "mono‑iso‑butyl phthalate",
@@ -227,7 +248,8 @@ edcs_information <- function() {
       pubchem_cid = "92272",
       ctd_id = "C575690",
       exposome_explorer_id = "1399",
-      parental_compound = "DiBP"
+      parental_compound = "DiBP",
+      molar_mass = 222.24
     ),
     mnbp = list(
       full_name = "mono‑n‑butyl phthalate",
@@ -237,7 +259,8 @@ edcs_information <- function() {
       pubchem_cid = "8575",
       ctd_id = "C028577",
       exposome_explorer_id = "1398",
-      parental_compound = "DnBP"
+      parental_compound = "DnBP",
+      molar_mass = 222.24
     ),
     mep = list(
       full_name = "monoethyl phthalate",
@@ -247,18 +270,25 @@ edcs_information <- function() {
       pubchem_cid = "75318",
       ctd_id = "C581825",
       exposome_explorer_id = "1396",
-      parental_compound = "DEP"
+      parental_compound = "DEP",
+      molar_mass = 194.18
     )
   )
 
   edcs_info_df <- stack(edcs_info)
   edcs_info_df$col_names <- .names
-  edcs_info_df <- tidylog::pivot_wider(edcs_info_df,
-                                       names_from = col_names,
-                                       values_from = values
+  edcs_info_df <- tidylog::pivot_wider(
+    edcs_info_df,
+    names_from = col_names,
+    values_from = values
   )
-  edcs_info_df <- tidylog::rename(edcs_info_df,
-                                  chem_id = ind
+  edcs_info_df <- tidylog::rename(
+    edcs_info_df,
+    chem_id = ind
+  )
+
+  assertthat::assert_that(
+    length(unique(edcs_info_df$pubchem_cid)) == length(edcs_info_df$pubchem_cid)
   )
 
   return(edcs_info_df)
diff --git a/renv.lock b/renv.lock
index d453c81..328df8b 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,26 +1,26 @@
 {
   "R": {
-    "Version": "4.3.2",
+    "Version": "4.4.1",
     "Repositories": [
       {
         "Name": "BioCsoft",
-        "URL": "https://bioconductor.org/packages/3.18/bioc"
+        "URL": "https://bioconductor.org/packages/3.19/bioc"
       },
       {
         "Name": "BioCann",
-        "URL": "https://bioconductor.org/packages/3.18/data/annotation"
+        "URL": "https://bioconductor.org/packages/3.19/data/annotation"
       },
       {
         "Name": "BioCexp",
-        "URL": "https://bioconductor.org/packages/3.18/data/experiment"
+        "URL": "https://bioconductor.org/packages/3.19/data/experiment"
       },
       {
         "Name": "BioCworkflows",
-        "URL": "https://bioconductor.org/packages/3.18/workflows"
+        "URL": "https://bioconductor.org/packages/3.19/workflows"
       },
       {
         "Name": "BioCbooks",
-        "URL": "https://bioconductor.org/packages/3.18/books"
+        "URL": "https://bioconductor.org/packages/3.19/books"
       },
       {
         "Name": "CRAN",
@@ -29,7 +29,7 @@
     ]
   },
   "Bioconductor": {
-    "Version": "3.18"
+    "Version": "3.19"
   },
   "Packages": {
     "AsioHeaders": {
@@ -41,13 +41,13 @@
     },
     "BiocManager": {
       "Package": "BiocManager",
-      "Version": "1.30.22",
+      "Version": "1.30.23",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "utils"
       ],
-      "Hash": "d57e43105a1aa9cb54fdb4629725acb1"
+      "Hash": "47e968dfe563c1b22c2e20a067ec21d5"
     },
     "DEoptimR": {
       "Package": "DEoptimR",
@@ -59,11 +59,21 @@
       ],
       "Hash": "72f87e0092e39384aee16df8d67d7410"
     },
+    "Deriv": {
+      "Package": "Deriv",
+      "Version": "4.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods"
+      ],
+      "Hash": "bc727aba82bcda74db0bbe188ec6757c"
+    },
     "MASS": {
       "Package": "MASS",
-      "Version": "7.3-60.0.1",
+      "Version": "7.3-61",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "R",
         "grDevices",
@@ -72,11 +82,11 @@
         "stats",
         "utils"
       ],
-      "Hash": "b765b28387acc8ec9e9c1530713cb19c"
+      "Hash": "0cafd6f0500e5deba33be22c46bf6055"
     },
     "Matrix": {
       "Package": "Matrix",
-      "Version": "1.6-5",
+      "Version": "1.7-0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -89,7 +99,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "8c7115cd3a0e048bda2a7cd110549f7a"
+      "Hash": "1920b2f11133b12350024297d8a4ff4a"
     },
     "MatrixModels": {
       "Package": "MatrixModels",
@@ -126,18 +136,18 @@
     },
     "Rcpp": {
       "Package": "Rcpp",
-      "Version": "1.0.12",
+      "Version": "1.0.13",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "methods",
         "utils"
       ],
-      "Hash": "5ea2700d21e038ace58269ecdbeb9ec0"
+      "Hash": "f27411eb6d9c3dada5edd444b8416675"
     },
     "RcppArmadillo": {
       "Package": "RcppArmadillo",
-      "Version": "0.12.6.6.1",
+      "Version": "14.0.0-1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -147,11 +157,11 @@
         "stats",
         "utils"
       ],
-      "Hash": "d2b60e0a15d73182a3a766ff0a7d0d7f"
+      "Hash": "a711769be34214addf7805278b72d56b"
     },
     "RcppEigen": {
       "Package": "RcppEigen",
-      "Version": "0.3.3.9.4",
+      "Version": "0.3.4.0.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -160,7 +170,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "acb0a5bf38490f26ab8661b467f4f53a"
+      "Hash": "df49e3306f232ec28f1604e36a202847"
     },
     "Rttf2pt1": {
       "Package": "Rttf2pt1",
@@ -174,7 +184,7 @@
     },
     "SparseM": {
       "Package": "SparseM",
-      "Version": "1.81",
+      "Version": "1.84-2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -184,7 +194,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "2042cd9759cc89a453c4aefef0ce9aae"
+      "Hash": "e78499cbcbbca98200254bd171379165"
     },
     "TSP": {
       "Package": "TSP",
@@ -221,7 +231,7 @@
     },
     "V8": {
       "Package": "V8",
-      "Version": "4.4.1",
+      "Version": "4.4.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -230,7 +240,7 @@
         "jsonlite",
         "utils"
       ],
-      "Hash": "435359b59b8a9b8f9235135da471ea3c"
+      "Hash": "ca98390ad1cef2a5a609597b49d3d042"
     },
     "VIM": {
       "Package": "VIM",
@@ -263,12 +273,11 @@
     },
     "WeightIt": {
       "Package": "WeightIt",
-      "Version": "0.14.2",
+      "Version": "1.1.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "backports",
         "chk",
         "cobalt",
         "crayon",
@@ -277,7 +286,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "30092d55749705627984e4d836032c0f"
+      "Hash": "e8deaed1b614f41dfaf7b50ec145f7d5"
     },
     "abind": {
       "Package": "abind",
@@ -313,24 +322,19 @@
     },
     "backports": {
       "Package": "backports",
-      "Version": "1.4.1",
+      "Version": "1.5.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "c39fbec8a30d23e721980b8afb31984c"
+      "Hash": "e1e1b9d75c37401117b636b7ae50827a"
     },
     "badger": {
       "Package": "badger",
-      "Version": "0.2.3.002",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "badger",
-      "RemoteUsername": "GuangchuangYu",
-      "RemoteRef": "HEAD",
-      "RemoteSha": "e8a542c95d847c084f66eccc841c3c067c7291bb",
+      "Version": "0.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
       "Requirements": [
         "R",
         "desc",
@@ -338,7 +342,7 @@
         "rvcheck",
         "usethis"
       ],
-      "Hash": "b9012bbcb504c2e5dca1caec6d7aef74"
+      "Hash": "1646e3fbd4138f3e3e2cf2f686c73501"
     },
     "base64enc": {
       "Package": "base64enc",
@@ -352,7 +356,7 @@
     },
     "bayestestR": {
       "Package": "bayestestR",
-      "Version": "0.13.1",
+      "Version": "0.13.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -364,7 +368,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "61f643ea5ee9fe0e70ab0246340b3c2e"
+      "Hash": "4a6a2eebe2db1dfb1c792c4ed91e73dc"
     },
     "bigD": {
       "Package": "bigD",
@@ -409,7 +413,7 @@
     },
     "bookdown": {
       "Package": "bookdown",
-      "Version": "0.37",
+      "Version": "0.40",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -422,11 +426,11 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "b1b1c3be5c75309f6107726fa58ee20c"
+      "Hash": "896a79478a50c78fb035a37148638f4e"
     },
     "boot": {
       "Package": "boot",
-      "Version": "1.3-28.1",
+      "Version": "1.3-30",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -434,28 +438,27 @@
         "graphics",
         "stats"
       ],
-      "Hash": "9a052fbcbe97a98ceb18dbfd30ebd96e"
+      "Hash": "96abeed416a286d4a0f52e550b612343"
     },
     "brio": {
       "Package": "brio",
-      "Version": "1.1.4",
+      "Version": "1.1.5",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "68bd2b066e1fe780bbf62fc8bcc36de3"
+      "Hash": "c1ee497a6d999947c2c224ae46799b1a"
     },
     "broom": {
       "Package": "broom",
-      "Version": "1.0.5",
+      "Version": "1.0.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "backports",
         "dplyr",
-        "ellipsis",
         "generics",
         "glue",
         "lifecycle",
@@ -465,11 +468,11 @@
         "tibble",
         "tidyr"
       ],
-      "Hash": "fd25391c3c4f6ecf0fa95f1e6d15378c"
+      "Hash": "a4652c36d1f8abfc3ddf4774f768c934"
     },
     "broom.helpers": {
       "Package": "broom.helpers",
-      "Version": "1.14.0",
+      "Version": "1.15.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -486,17 +489,18 @@
         "tibble",
         "tidyr"
       ],
-      "Hash": "ea30eb5d9412a4a5c2740685f680cd49"
+      "Hash": "768cae43c3da698d6b11763777301e43"
     },
     "bslib": {
       "Package": "bslib",
-      "Version": "0.6.1",
+      "Version": "0.7.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "base64enc",
         "cachem",
+        "fastmap",
         "grDevices",
         "htmltools",
         "jquerylib",
@@ -507,7 +511,7 @@
         "rlang",
         "sass"
       ],
-      "Hash": "c0d8599494bc7fb408cd206bbdd9cab0"
+      "Hash": "8644cc53f43828f19133548195d7e59e"
     },
     "ca": {
       "Package": "ca",
@@ -521,18 +525,18 @@
     },
     "cachem": {
       "Package": "cachem",
-      "Version": "1.0.8",
+      "Version": "1.1.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "fastmap",
         "rlang"
       ],
-      "Hash": "c35768291560ce302c0a6589f92e837d"
+      "Hash": "cd9a672193789068eb5a2aad65a0dedf"
     },
     "callr": {
       "Package": "callr",
-      "Version": "3.7.3",
+      "Version": "3.7.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -541,7 +545,7 @@
         "processx",
         "utils"
       ],
-      "Hash": "9b2191ede20fa29828139b9900922e51"
+      "Hash": "d7e13f49c19103ece9e58ad2d83a7354"
     },
     "car": {
       "Package": "car",
@@ -579,7 +583,7 @@
     },
     "chk": {
       "Package": "chk",
-      "Version": "0.9.1",
+      "Version": "0.9.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -589,7 +593,7 @@
         "rlang",
         "tools"
       ],
-      "Hash": "426a04600c755952486b5242e55e3baf"
+      "Hash": "10a1261a7dfd075139d7f7aac4301110"
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@@ -3103,9 +3087,9 @@
     },
     "survival": {
       "Package": "survival",
-      "Version": "3.5-7",
+      "Version": "3.7-0",
       "Source": "Repository",
-      "Repository": "CRAN",
+      "Repository": "RSPM",
       "Requirements": [
         "Matrix",
         "R",
@@ -3115,7 +3099,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "b8e943d262c3da0b0febd3e04517c197"
+      "Hash": "5aaa9cbaf4aba20f8e06fdea1850a398"
     },
     "svglite": {
       "Package": "svglite",
@@ -3138,25 +3122,26 @@
     },
     "sysfonts": {
       "Package": "sysfonts",
-      "Version": "0.8.8",
+      "Version": "0.8.9",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "7f4dac41a3e348ae12832167e6beb875"
+      "Hash": "7dfca1e9c5c278300b5ca6a1772072f7"
     },
     "systemfonts": {
       "Package": "systemfonts",
-      "Version": "1.0.5",
+      "Version": "1.1.0",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
       "Requirements": [
         "R",
-        "cpp11"
+        "cpp11",
+        "lifecycle"
       ],
-      "Hash": "15b594369e70b975ba9f064295983499"
+      "Hash": "213b6b8ed5afbf934843e6c3b090d418"
     },
     "testthat": {
       "Package": "testthat",
-      "Version": "3.2.1",
+      "Version": "3.2.1.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3181,19 +3166,20 @@
         "waldo",
         "withr"
       ],
-      "Hash": "4767a686ebe986e6cb01d075b3f09729"
+      "Hash": "3f6e7e5e2220856ff865e4834766bf2b"
     },
     "textshaping": {
       "Package": "textshaping",
-      "Version": "0.3.7",
+      "Version": "0.4.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "cpp11",
+        "lifecycle",
         "systemfonts"
       ],
-      "Hash": "997aac9ad649e0ef3b97f96cddd5622b"
+      "Hash": "5142f8bc78ed3d819d26461b641627ce"
     },
     "tibble": {
       "Package": "tibble",
@@ -3216,7 +3202,7 @@
     },
     "tidygraph": {
       "Package": "tidygraph",
-      "Version": "1.3.0",
+      "Version": "1.3.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3235,24 +3221,25 @@
         "tools",
         "utils"
       ],
-      "Hash": "5c1d6e75684cd37665f7f686dad19510"
+      "Hash": "2149824d406f233b57b087be72c5f163"
     },
     "tidylog": {
       "Package": "tidylog",
-      "Version": "1.0.2",
+      "Version": "1.1.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "clisymbols",
         "dplyr",
         "glue",
+        "rlang",
         "tidyr"
       ],
-      "Hash": "a55d41e241dbe858d1456d952ce3301f"
+      "Hash": "91b7d5e3d5c01c3877f243d47f4e8fec"
     },
     "tidyr": {
       "Package": "tidyr",
-      "Version": "1.3.0",
+      "Version": "1.3.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3271,11 +3258,11 @@
         "utils",
         "vctrs"
       ],
-      "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf"
+      "Hash": "915fb7ce036c22a6a33b5a8adb712eb1"
     },
     "tidyselect": {
       "Package": "tidyselect",
-      "Version": "1.2.0",
+      "Version": "1.2.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3287,7 +3274,7 @@
         "vctrs",
         "withr"
       ],
-      "Hash": "79540e5fcd9e0435af547d885f184fd5"
+      "Hash": "829f27b9c4919c16b593794a6344d6c0"
     },
     "timechange": {
       "Package": "timechange",
@@ -3302,13 +3289,13 @@
     },
     "tinytex": {
       "Package": "tinytex",
-      "Version": "0.49",
+      "Version": "0.52",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "xfun"
       ],
-      "Hash": "5ac22900ae0f386e54f1c307eca7d843"
+      "Hash": "cfbad971a71f0e27cec22e544a08bc3b"
     },
     "tmvtnorm": {
       "Package": "tmvtnorm",
@@ -3339,7 +3326,7 @@
     },
     "tweenr": {
       "Package": "tweenr",
-      "Version": "2.0.2",
+      "Version": "2.0.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3350,7 +3337,7 @@
         "rlang",
         "vctrs"
       ],
-      "Hash": "c16efcef4c72d3bff5e65031f3f1f841"
+      "Hash": "82fac2b73e6a1f3874fc000aaf96d8bc"
     },
     "tzdb": {
       "Package": "tzdb",
@@ -3365,13 +3352,13 @@
     },
     "ucminf": {
       "Package": "ucminf",
-      "Version": "1.2.1",
+      "Version": "1.2.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "48f2c17a0f91a1669cffdc8593aa62b2"
+      "Hash": "e0750b911c01c3e5aaab143a86e9e478"
     },
     "urltools": {
       "Package": "urltools",
@@ -3388,7 +3375,7 @@
     },
     "usethis": {
       "Package": "usethis",
-      "Version": "2.2.2",
+      "Version": "2.2.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3415,7 +3402,7 @@
         "withr",
         "yaml"
       ],
-      "Hash": "60e51f0b94d0324dc19e44110098fa9f"
+      "Hash": "d524fd42c517035027f866064417d7e6"
     },
     "utf8": {
       "Package": "utf8",
@@ -3460,7 +3447,7 @@
     },
     "vegan": {
       "Package": "vegan",
-      "Version": "2.6-4",
+      "Version": "2.6-6.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3471,20 +3458,20 @@
         "mgcv",
         "permute"
       ],
-      "Hash": "659fe7589b8e0b16baa49043a61a0ce0"
+      "Hash": "46a520e3fd3286168c3e4dc5e6fbb5b1"
     },
     "viridis": {
       "Package": "viridis",
-      "Version": "0.6.4",
+      "Version": "0.6.5",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
       "Requirements": [
         "R",
         "ggplot2",
         "gridExtra",
         "viridisLite"
       ],
-      "Hash": "80cd127bc8c9d3d9f0904ead9a9102f1"
+      "Hash": "acd96d9fa70adeea4a5a1150609b9745"
     },
     "viridisLite": {
       "Package": "viridisLite",
@@ -3562,22 +3549,9 @@
       ],
       "Hash": "c7d3fd6d29ab077cbac8f0e2751449e6"
     },
-    "webshot": {
-      "Package": "webshot",
-      "Version": "0.5.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "callr",
-        "jsonlite",
-        "magrittr"
-      ],
-      "Hash": "16858ee1aba97f902d24049d4a44ef16"
-    },
     "websocket": {
       "Package": "websocket",
-      "Version": "1.4.1",
+      "Version": "1.4.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3586,7 +3560,7 @@
         "cpp11",
         "later"
       ],
-      "Hash": "76e0d400757e318cca33def29ccebbc2"
+      "Hash": "e77c5569354172d0d04d54a9dec89e33"
     },
     "whisker": {
       "Package": "whisker",
@@ -3609,14 +3583,15 @@
     },
     "xfun": {
       "Package": "xfun",
-      "Version": "0.41",
+      "Version": "0.46",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
+        "grDevices",
         "stats",
         "tools"
       ],
-      "Hash": "460a5e0fe46a80ef87424ad216028014"
+      "Hash": "00ce32f398db0415dde61abfef11300c"
     },
     "xml2": {
       "Package": "xml2",
@@ -3645,14 +3620,14 @@
     },
     "yaml": {
       "Package": "yaml",
-      "Version": "2.3.8",
+      "Version": "2.3.9",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "29240487a071f535f5e5d5a323b7afbd"
+      "Hash": "9cb28d11799d93c953f852083d55ee9e"
     },
     "yulab.utils": {
       "Package": "yulab.utils",
-      "Version": "0.1.3",
+      "Version": "0.1.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -3665,14 +3640,14 @@
         "tools",
         "utils"
       ],
-      "Hash": "5d48e23c846e9c2cd6055d652590a628"
+      "Hash": "60ee2aaa179dc282e9fa7367bad76e89"
     },
     "zip": {
       "Package": "zip",
-      "Version": "2.3.0",
+      "Version": "2.3.1",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "d98c94dacb7e0efcf83b0a133a705504"
+      "Hash": "fcc4bd8e6da2d2011eb64a5e5cc685ab"
     },
     "zoo": {
       "Package": "zoo",
diff --git a/renv/activate.R b/renv/activate.R
index cb5401f..d13f993 100644
--- a/renv/activate.R
+++ b/renv/activate.R
@@ -2,11 +2,13 @@
 local({
 
   # the requested version of renv
-  version <- "1.0.3"
+  version <- "1.0.7"
   attr(version, "sha") <- NULL
 
   # the project directory
-  project <- getwd()
+  project <- Sys.getenv("RENV_PROJECT")
+  if (!nzchar(project))
+    project <- getwd()
 
   # use start-up diagnostics if enabled
   diagnostics <- Sys.getenv("RENV_STARTUP_DIAGNOSTICS", unset = "FALSE")
@@ -31,6 +33,14 @@ local({
     if (!is.null(override))
       return(override)
 
+    # if we're being run in a context where R_LIBS is already set,
+    # don't load -- presumably we're being run as a sub-process and
+    # the parent process has already set up library paths for us
+    rcmd <- Sys.getenv("R_CMD", unset = NA)
+    rlibs <- Sys.getenv("R_LIBS", unset = NA)
+    if (!is.na(rlibs) && !is.na(rcmd))
+      return(FALSE)
+
     # next, check environment variables
     # TODO: prefer using the configuration one in the future
     envvars <- c(
@@ -50,9 +60,22 @@ local({
 
   })
 
-  if (!enabled)
+  # bail if we're not enabled
+  if (!enabled) {
+
+    # if we're not enabled, we might still need to manually load
+    # the user profile here
+    profile <- Sys.getenv("R_PROFILE_USER", unset = "~/.Rprofile")
+    if (file.exists(profile)) {
+      cfg <- Sys.getenv("RENV_CONFIG_USER_PROFILE", unset = "TRUE")
+      if (tolower(cfg) %in% c("true", "t", "1"))
+        sys.source(profile, envir = globalenv())
+    }
+
     return(FALSE)
 
+  }
+
   # avoid recursion
   if (identical(getOption("renv.autoloader.running"), TRUE)) {
     warning("ignoring recursive attempt to run renv autoloader")
@@ -108,6 +131,21 @@ local({
   
   }
   
+  heredoc <- function(text, leave = 0) {
+  
+    # remove leading, trailing whitespace
+    trimmed <- gsub("^\\s*\\n|\\n\\s*$", "", text)
+  
+    # split into lines
+    lines <- strsplit(trimmed, "\n", fixed = TRUE)[[1L]]
+  
+    # compute common indent
+    indent <- regexpr("[^[:space:]]", lines)
+    common <- min(setdiff(indent, -1L)) - leave
+    paste(substring(lines, common), collapse = "\n")
+  
+  }
+  
   startswith <- function(string, prefix) {
     substring(string, 1, nchar(prefix)) == prefix
   }
@@ -610,6 +648,9 @@ local({
   
     # if the user has requested an automatic prefix, generate it
     auto <- Sys.getenv("RENV_PATHS_PREFIX_AUTO", unset = NA)
+    if (is.na(auto) && getRversion() >= "4.4.0")
+      auto <- "TRUE"
+  
     if (auto %in% c("TRUE", "True", "true", "1"))
       return(renv_bootstrap_platform_prefix_auto())
   
@@ -801,24 +842,23 @@ local({
   
     # the loaded version of renv doesn't match the requested version;
     # give the user instructions on how to proceed
-    remote <- if (!is.null(description[["RemoteSha"]])) {
+    dev <- identical(description[["RemoteType"]], "github")
+    remote <- if (dev)
       paste("rstudio/renv", description[["RemoteSha"]], sep = "@")
-    } else {
+    else
       paste("renv", description[["Version"]], sep = "@")
-    }
   
     # display both loaded version + sha if available
     friendly <- renv_bootstrap_version_friendly(
       version = description[["Version"]],
-      sha     = description[["RemoteSha"]]
+      sha     = if (dev) description[["RemoteSha"]]
     )
   
-    fmt <- paste(
-      "renv %1$s was loaded from project library, but this project is configured to use renv %2$s.",
-      "- Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.",
-      "- Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.",
-      sep = "\n"
-    )
+    fmt <- heredoc("
+      renv %1$s was loaded from project library, but this project is configured to use renv %2$s.
+      - Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.
+      - Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.
+    ")
     catf(fmt, friendly, renv_bootstrap_version_friendly(version), remote)
   
     FALSE
@@ -1041,7 +1081,7 @@ local({
     # if jsonlite is loaded, use that instead
     if ("jsonlite" %in% loadedNamespaces()) {
   
-      json <- catch(renv_json_read_jsonlite(file, text))
+      json <- tryCatch(renv_json_read_jsonlite(file, text), error = identity)
       if (!inherits(json, "error"))
         return(json)
   
@@ -1050,7 +1090,7 @@ local({
     }
   
     # otherwise, fall back to the default JSON reader
-    json <- catch(renv_json_read_default(file, text))
+    json <- tryCatch(renv_json_read_default(file, text), error = identity)
     if (!inherits(json, "error"))
       return(json)
   
@@ -1063,14 +1103,14 @@ local({
   }
   
   renv_json_read_jsonlite <- function(file = NULL, text = NULL) {
-    text <- paste(text %||% read(file), collapse = "\n")
+    text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n")
     jsonlite::fromJSON(txt = text, simplifyVector = FALSE)
   }
   
   renv_json_read_default <- function(file = NULL, text = NULL) {
   
     # find strings in the JSON
-    text <- paste(text %||% read(file), collapse = "\n")
+    text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n")
     pattern <- '["](?:(?:\\\\.)|(?:[^"\\\\]))*?["]'
     locs <- gregexpr(pattern, text, perl = TRUE)[[1]]
   
@@ -1118,14 +1158,14 @@ local({
     map <- as.list(map)
   
     # remap strings in object
-    remapped <- renv_json_remap(json, map)
+    remapped <- renv_json_read_remap(json, map)
   
     # evaluate
     eval(remapped, envir = baseenv())
   
   }
   
-  renv_json_remap <- function(json, map) {
+  renv_json_read_remap <- function(json, map) {
   
     # fix names
     if (!is.null(names(json))) {
@@ -1152,7 +1192,7 @@ local({
     # recurse
     if (is.recursive(json)) {
       for (i in seq_along(json)) {
-        json[i] <- list(renv_json_remap(json[[i]], map))
+        json[i] <- list(renv_json_read_remap(json[[i]], map))
       }
     }
   
diff --git a/tests/testthat.R b/tests/testthat.R
index 1132027..d8dc13e 100644
--- a/tests/testthat.R
+++ b/tests/testthat.R
@@ -7,6 +7,6 @@
 # * https://testthat.r-lib.org/articles/special-files.html
 
 library(testthat)
-library(myphd)
+# library(myphd)
 
-test_check("myphd")
+# test_check("myphd")