diff --git a/R/sysdata.rda b/R/sysdata.rda
index e84cdfe..b9989b2 100644
Binary files a/R/sysdata.rda and b/R/sysdata.rda differ
diff --git a/README.md b/README.md
index 9ad3dea..21c7f41 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# FreesearchR
+# FreesearchR
[](https://lifecycle.r-lib.org/articles/stages.html#experimental)
diff --git a/SESSION.md b/SESSION.md
index 0dcf745..674d463 100644
--- a/SESSION.md
+++ b/SESSION.md
@@ -40,12 +40,13 @@
|class |7.3-23 |2025-01-01 |CRAN (R 4.4.1) |
|classInt |0.4-11 |2025-01-08 |CRAN (R 4.4.1) |
|cli |3.6.4 |2025-02-13 |CRAN (R 4.4.1) |
+|clipr |0.8.0 |2022-02-22 |CRAN (R 4.4.1) |
|colorspace |2.1-1 |2024-07-26 |CRAN (R 4.4.1) |
|commonmark |1.9.5 |2025-03-17 |CRAN (R 4.4.1) |
|correlation |0.8.7 |2025-03-03 |CRAN (R 4.4.1) |
|crayon |1.5.3 |2024-06-20 |CRAN (R 4.4.1) |
-|credentials |2.0.2 |2024-10-04 |CRAN (R 4.4.1) |
|crosstalk |1.2.1 |2023-11-23 |CRAN (R 4.4.0) |
+|curl |6.2.2 |2025-03-24 |CRAN (R 4.4.1) |
|data.table |1.17.0 |2025-02-22 |CRAN (R 4.4.1) |
|datamods |1.5.3 |2024-10-02 |CRAN (R 4.4.1) |
|datawizard |1.0.2 |2025-03-24 |CRAN (R 4.4.1) |
@@ -65,10 +66,8 @@
|fastmap |1.2.0 |2024-05-15 |CRAN (R 4.4.1) |
|fontawesome |0.5.3 |2024-11-16 |CRAN (R 4.4.1) |
|forcats |1.0.0 |2023-01-29 |CRAN (R 4.4.0) |
-|FreesearchR |25.4.3 |NA |NA |
|fs |1.6.6 |2025-04-12 |CRAN (R 4.4.1) |
|generics |0.1.3 |2022-07-05 |CRAN (R 4.4.1) |
-|gert |2.1.5 |2025-03-25 |CRAN (R 4.4.1) |
|ggplot2 |3.5.2 |2025-04-09 |CRAN (R 4.4.1) |
|glue |1.8.0 |2024-09-30 |CRAN (R 4.4.1) |
|gt |1.0.0 |2025-04-05 |CRAN (R 4.4.1) |
@@ -85,11 +84,13 @@
|jquerylib |0.1.4 |2021-04-26 |CRAN (R 4.4.0) |
|jsonlite |2.0.0 |2025-03-27 |CRAN (R 4.4.1) |
|KernSmooth |2.23-26 |2025-01-01 |CRAN (R 4.4.1) |
+|keyring |1.3.2 |2023-12-11 |CRAN (R 4.4.0) |
|knitr |1.50 |2025-03-16 |CRAN (R 4.4.1) |
|later |1.4.2 |2025-04-08 |CRAN (R 4.4.1) |
|lattice |0.22-7 |2025-04-02 |CRAN (R 4.4.1) |
|lifecycle |1.0.4 |2023-11-07 |CRAN (R 4.4.1) |
|lme4 |1.1-37 |2025-03-26 |CRAN (R 4.4.1) |
+|magick |2.8.6 |NA |NA |
|magrittr |2.0.3 |2022-03-30 |CRAN (R 4.4.1) |
|MASS |7.3-65 |2025-02-28 |CRAN (R 4.4.1) |
|Matrix |1.7-3 |2025-03-11 |CRAN (R 4.4.1) |
@@ -103,6 +104,7 @@
|nloptr |2.2.1 |2025-03-17 |CRAN (R 4.4.1) |
|openssl |2.3.2 |2025-02-03 |CRAN (R 4.4.1) |
|openxlsx2 |1.14 |2025-03-20 |CRAN (R 4.4.1) |
+|pak |0.8.0.2 |2025-04-08 |CRAN (R 4.4.1) |
|parameters |0.24.2 |2025-03-04 |CRAN (R 4.4.1) |
|patchwork |1.3.0 |2024-09-16 |CRAN (R 4.4.1) |
|performance |0.13.0 |2025-01-15 |CRAN (R 4.4.1) |
@@ -110,6 +112,7 @@
|pillar |1.10.2 |2025-04-05 |CRAN (R 4.4.1) |
|pkgbuild |1.4.7 |2025-03-24 |CRAN (R 4.4.1) |
|pkgconfig |2.0.3 |2019-09-22 |CRAN (R 4.4.1) |
+|pkgdown |2.1.1 |2024-09-17 |CRAN (R 4.4.1) |
|pkgload |1.4.0 |2024-06-28 |CRAN (R 4.4.0) |
|processx |3.8.6 |2025-02-21 |CRAN (R 4.4.1) |
|profvis |0.4.0 |2024-09-20 |CRAN (R 4.4.1) |
@@ -146,7 +149,6 @@
|shinyTime |1.0.3 |2022-08-19 |CRAN (R 4.4.0) |
|shinyWidgets |0.9.0 |2025-02-21 |CRAN (R 4.4.1) |
|stringi |1.8.7 |2025-03-27 |CRAN (R 4.4.1) |
-|sys |3.4.3 |2024-10-04 |CRAN (R 4.4.1) |
|tibble |3.2.1 |2023-03-20 |CRAN (R 4.4.0) |
|tidyr |1.3.1 |2024-01-24 |CRAN (R 4.4.1) |
|tidyselect |1.2.1 |2024-03-11 |CRAN (R 4.4.0) |
@@ -156,7 +158,6 @@
|usethis |3.1.0 |2024-11-26 |CRAN (R 4.4.1) |
|vctrs |0.6.5 |2023-12-01 |CRAN (R 4.4.0) |
|vroom |1.6.5 |2023-12-05 |CRAN (R 4.4.0) |
-|whisker |0.4.1 |2022-12-05 |CRAN (R 4.4.1) |
|withr |3.0.2 |2024-10-28 |CRAN (R 4.4.1) |
|writexl |1.5.4 |2025-04-15 |CRAN (R 4.4.1) |
|xfun |0.52 |2025-04-02 |CRAN (R 4.4.1) |
diff --git a/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf b/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
index 7ea291b..f5bbfb7 100644
--- a/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
+++ b/inst/apps/FreesearchR/rsconnect/shinyapps.io/agdamsbo/freesearcheR.dcf
@@ -5,6 +5,6 @@ account: agdamsbo
server: shinyapps.io
hostUrl: https://api.shinyapps.io/v1
appId: 13611288
-bundleId: 10156735
+bundleId: 10164419
url: https://agdamsbo.shinyapps.io/freesearcheR/
version: 1
diff --git a/man/figures/logo.png b/man/figures/logo.png
new file mode 100644
index 0000000..66d85d6
Binary files /dev/null and b/man/figures/logo.png differ
diff --git a/vignettes/FreesearchR.Rmd b/vignettes/FreesearchR.Rmd
index 6e38bb7..fe57e98 100644
--- a/vignettes/FreesearchR.Rmd
+++ b/vignettes/FreesearchR.Rmd
@@ -69,13 +69,13 @@ This is the panel to get a good overview of your data, check data is classed and
Here, the data variables can be inspected with a simple visualisation and a few key measures. Also, data filtering is available at two levels:
- - Data type filtering allows to filter by variable [data type]()
+ - Data type filtering allows to filter by variable [data type](https://agdamsbo.github.io/FreesearchR/articles/data-types.html)
- Observations level filtering allow to filter data by variable
### Modify
-
+Re-class, rename, and relabel variables. Subset data, create new variables and reorder factor levels. Also, compare the modified dataset to the original and restore the original data.
## Evaluate