diff --git a/index.html b/index.html index 0509300..172c747 100644 --- a/index.html +++ b/index.html @@ -62,6 +62,10 @@

the FreesearchR-tool is online and accessible here: link to the app freely hosted on shinyapps.io. All feedback is welcome and can be shared as a GitHub issue.

Initiatives for funding continued development of the tool and surrounding initiatives is ongoing.

+

Motivation +

+
+

Install locally

The FreesearchR-tool can also be launched locally. Any data.frame available in the global environment will be accessible from the interface.

diff --git a/pkgdown.yml b/pkgdown.yml index f4e6f47..9948425 100644 --- a/pkgdown.yml +++ b/pkgdown.yml @@ -3,7 +3,7 @@ pkgdown: 2.1.1 pkgdown_sha: ~ articles: FreesearchR: FreesearchR.html -last_built: 2025-04-14T09:35Z +last_built: 2025-04-14T10:38Z urls: reference: https://agdamsbo.github.io/FreesearchR/reference article: https://agdamsbo.github.io/FreesearchR/articles diff --git a/reference/data_type.html b/reference/data_type.html index 49366b1..d6df5ba 100644 --- a/reference/data_type.html +++ b/reference/data_type.html @@ -1,5 +1,7 @@ -Data type assessment — data_type • FreesearchR +Data type assessment. — data_type • FreesearchR Skip to contents @@ -31,13 +33,14 @@
-

Data type assessment

+

Data type assessment.

Source: R/regression_model.R
data_type.Rd
-

Data type assessment

+

These are more overall than the native typeof. This is used to assess a more +meaningful "clinical" data type.

@@ -50,7 +53,7 @@
data
-

data

+

vector or data.frame. if data frame, each column is evaluated.

@@ -96,6 +99,15 @@ #> $carb #> [1] "categorical" #> +mtcars |> + default_parsing() |> + data_type() +#> mpg cyl disp hp drat +#> "continuous" "categorical" "continuous" "continuous" "continuous" +#> wt qsec vs am gear +#> "continuous" "continuous" "dichotomous" "dichotomous" "categorical" +#> carb +#> "categorical" c(1, 2) |> data_type() #> [1] "dichotomous" 1 |> data_type() @@ -106,6 +118,8 @@ #> [1] "continuous" factor(letters[1:20]) |> data_type() #> [1] "categorical" +as.Date(1:20) |> data_type() +#> [1] "datetime"
diff --git a/reference/index.html b/reference/index.html index 881d986..386e579 100644 --- a/reference/index.html +++ b/reference/index.html @@ -194,7 +194,19 @@ data_type() -
Data type assessment
+
Data type assessment.
+
+ + data_type_filter() + +
+
Filter function to filter data set by variable type
+
+ + data_types() + +
+
Recognised data types from data_type
default_format_arguments() diff --git a/search.json b/search.json index effb0f7..00d27bb 100644 --- a/search.json +++ b/search.json @@ -1 +1 @@ -[{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement agdamsbo@clin.au.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. 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General Public Licenses designed make sure freedom distribute copies free software (charge wish), receive source code can get want , can change software use pieces new free programs, know can things. Developers use General Public Licenses protect rights two steps: (1) assert copyright software, (2) offer License gives legal permission copy, distribute /modify software. secondary benefit defending users’ freedom improvements made alternate versions program, receive widespread use, become available developers incorporate. Many developers free software heartened encouraged resulting cooperation. However, case software used network servers, result may fail come . GNU General Public License permits making modified version letting public access server without ever releasing source code public. 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See the GNU Affero General Public License for more details. You should have received a copy of the GNU Affero General Public License along with this program. If not, see ."},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":null,"dir":"","previous_headings":"","what":"Questions and answers","title":"Questions and answers","text":"complete instructions set also available, collection questions answers project use FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"are-you-keeping-the-uploaded-data","dir":"","previous_headings":"","what":"Are you keeping the uploaded data?","title":"Questions and answers","text":"! uploaded data deleted session ends, stored analyses immediately deleted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"how-do-i-merge-multiple-datasets","dir":"","previous_headings":"","what":"How do I merge multiple datasets?","title":"Questions and answers","text":"can merge multiple sheets ods xls(x) files import common key variable present selected sheets. Multiple file upload/merge currently supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":null,"dir":"","previous_headings":"","what":"Project roadmap","title":"Project roadmap","text":"current state app considered experimental, lot things still changing. , however, usable state, basic functions available user. (actual list quite long growing) planned features improvements: Additional study designs regression models (expansion regression analysis functionality put hold now focus basic use-cases): Cross-sectional data analyses Longitudinal data analyses Survival analysis Stratified analyses detailed variable browser Add histograms data distribution. 2025-01-16 Option edit labels. 2025-01-16 output controls Theming output tables “JAMA” theme new standard. Select analyses include report. Includes characteristics table regression table present. analyses intended report now. Export modified data. 2025-01-16 Include reproducible code steps (maybe , steps, final dataset can exported) 2025-04-10 Modify factor levels Factor level modifications possible converting factors numeric > cutting numeric desired fixed values. 2024-12-12 options date/datetime/time grouping/factoring. Included weekday month-options. 2024-12-12 Graphs plots Correlation matrix plot data exploration 2025-2-20 Grotta bars ordianl outcomes (sankey) 2025-3-17 Coefficient plotting regression analyses (forest plot) 2025-2-20 Documentation: Complete getting started page describing functionality. Streamlined functions documentation New features: Merge data multiple sources (great feature, highest importance) Additional plot types (missingness, others…)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"getting-started-with-freesearchr","dir":"Articles","previous_headings":"","what":"Getting started with FreesearchR","title":"FreesearchR","text":"simple walk-trough basic instructions functions FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"launching","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Launching","title":"FreesearchR","text":"easiest way get started launch hosted version app shinyapps.io (click link). Additionally option run app locally access data current working environment. , open R (RStudio similar), run following code install latest version FreesearchR launch app: small note, standalone Windows app version drawing board well, time frame available.","code":"require(\"pak\") pak::pak(\"agdamsbo/FreesearchR\") library(FreesearchR) FreesearchR::launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"importing-data","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Importing data","title":"FreesearchR","text":"app “Import”, three options available importing data: file upload, REDCap server export local sample data. choosing data source, can set threshold filter data completenes manually specify variables include analyses.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"file-upload","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"File upload","title":"FreesearchR","text":"Currently several data file formats supported easy import (csv, txt, xls(x), ods, rds, dta). importing workbooks (xls(x) ods), prompted specify sheet(s) import. choosing multiple sheets, automatically merged common variable(s), please make sure key variables correctly named identically. notification posted error success. succesfull import data can previewed directly clicking “click see data” notification.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"redcap-server-export","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"REDCap server export","title":"FreesearchR","text":"Export data directly REDCap server. need first generate API-token (see instruction) REDCap. Make sure necessary rights . Please don’t store API-key device unless encrypted keyring, may compromise data safety. Log REDCap server retrieve token needed. Type correct webaddress REDCap server. module validate information can click “Connect”. unfold options preview data dictionary (main database metadata), choose fields/variables download well filtering options.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"local-or-sample-data","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"Local or sample data","title":"FreesearchR","text":"opening online hosted app, mainly testing purposes. running app locally R computer, find data.frames current environment . extends possible uses app allow quick easy data insights code generation basic plotting fine tune.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"evaluate","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Evaluate","title":"FreesearchR","text":"panel allows basic data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"characteristics","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Characteristics","title":"FreesearchR","text":"Create classical baseline characteristics table optional data stratification comparisons.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"correlation-matrix","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Correlation matrix","title":"FreesearchR","text":"Visualise variable correlations get suggestions exclude highly correlated variables.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"visuals","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Visuals","title":"FreesearchR","text":"number plotting options visualise different aspects data. available plot types listed. Export plots directly sidebar easily adjusted plot dimensions next publication. Also copy code generate plot R-environment fine tune small details.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"regression","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Regression","title":"FreesearchR","text":"section intended simple explorative analyses proof--concept now. complex regression analyses probably just write code .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"table","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Table","title":"FreesearchR","text":"Generate simple regression models get results nice table. also included exported report.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"plots","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Plots","title":"FreesearchR","text":"Plot coefficients regression models forest plot. Choose model(s) include.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"checks","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Checks","title":"FreesearchR","text":"Check model assumptions visually. Supported checks can chosen.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"report","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Report","title":"FreesearchR","text":"Download nice report baseline characteristics regression model results. Choose MS Word LibreOffice format.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"data","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Data","title":"FreesearchR","text":"Export modified dataset different formats.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"code","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Code","title":"FreesearchR","text":"See code snippets different steps data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2025). FreesearchR: Browser Based Data Analysis. R package version 25.4.3, https://github.com/agdamsbo/FreesearchR.","code":"@Manual{, title = {FreesearchR: Browser Based Data Analysis}, author = {Andreas Gammelgaard Damsbo}, year = {2025}, note = {R package version 25.4.3}, url = {https://github.com/agdamsbo/FreesearchR}, }"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"freesearchr","dir":"","previous_headings":"","what":"Browser Based Data Analysis","title":"Browser Based Data Analysis","text":"package backbone FreesearchR, free open-source browser based data exploration analysis tool clinicians researchers publication ready output. package FreesearchR-tool part larger initiative democratize health data analysis remove barriers clinicians engage health research. FreesearchR-tool online accessible : link app freely hosted shinyapps.io. feedback welcome can shared GitHub issue. Initiatives funding continued development tool surrounding initiatives ongoing.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"install-locally","dir":"","previous_headings":"","what":"Install locally","title":"Browser Based Data Analysis","text":"FreesearchR-tool can also launched locally. data.frame available global environment accessible interface.","code":"require(\"devtools\") devtools::install_github(\"agdamsbo/FreesearchR\") library(FreesearchR) # By loading mtcars to the environment, it will be available # in the interface like any other data.frame data(mtcars) launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Browser Based Data Analysis","text":"Please note FreesearchR project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert class grid column to icon — add_class_icon","title":"Convert class grid column to icon — add_class_icon","text":"Convert class grid column icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert class grid column to icon — add_class_icon","text":"","code":"add_class_icon(grid, column = \"class\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert class grid column to icon — add_class_icon","text":"grid grid column column","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert class grid column to icon — add_class_icon","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert class grid column to icon — add_class_icon","text":"","code":"mtcars |> overview_vars() |> toastui::datagrid() |> add_class_icon() {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"dichotomous\",\"dichotomous\",\"continuous\",\"continuous\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"class\",\"type\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\"class\",\"name\":\"class\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"},\"type\":\"datagrid.renderer.format\",\"options\":{\"formatted\":[\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\",\"<\\/i>\"]}},\"width\":60},{\"header\":\"type\",\"name\":\"type\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"name\",\"name\":\"name\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"n_missing\",\"name\":\"n_missing\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"p_complete\",\"name\":\"p_complete\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"n_unique\",\"name\":\"n_unique\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"vals\",\"name\":\"vals\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}}],\"bodyHeight\":\"fitToParent\",\"draggable\":false,\"usageStatistics\":false,\"contextMenu\":null,\"rowHeight\":\"auto\"},\"theme\":\"clean\",\"themeOptions\":{\"cell\":{\"normal\":{\"showHorizontalBorder\":true}}},\"language\":\"en\",\"languageOptions\":[],\"filters\":false,\"rowAttributes\":[],\"validationInput\":false,\"dataAsInput\":false,\"dragInput\":false},\"evals\":[\"options.columns.0.renderer.type\"],\"jsHooks\":[]}"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.html","id":null,"dir":"Reference","previous_headings":"","what":"Add sparkline to datagrid — add_sparkline","title":"Add sparkline to datagrid — add_sparkline","text":"Add sparkline datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Add sparkline to datagrid — add_sparkline","text":"","code":"add_sparkline( grid, column = \"vals\", color.main = \"#2a8484\", color.sec = \"#84EF84\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Add sparkline to datagrid — add_sparkline","text":"grid grid column clumn transform","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Add sparkline to datagrid — add_sparkline","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Add sparkline to datagrid — add_sparkline","text":"","code":"grid <- mtcars |> default_parsing() |> overview_vars() |> toastui::datagrid() |> add_sparkline() grid {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"factor\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"logical\",\"logical\",\"factor\",\"factor\"],[\"continuous\",\"categorical\",\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"continuous\",\"dichotomous\",\"dichotomous\",\"categorical\",\"categorical\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[\"6\",\"6\",\"4\",\"6\",\"8\",\"6\",\"8\",\"4\",\"4\",\"6\",\"6\",\"8\",\"8\",\"8\",\"8\",\"8\",\"8\",\"4\",\"4\",\"4\",\"4\",\"8\",\"8\",\"8\",\"8\",\"4\",\"4\",\"4\",\"8\",\"6\",\"8\",\"4\"],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[false,false,true,true,false,true,false,true,true,true,true,false,false,false,false,false,false,true,true,true,true,false,false,false,false,true,false,true,false,false,false,true],[true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,true,true,true,false,false,false,false,false,true,true,true,true,true,true,true],[\"4\",\"4\",\"4\",\"3\",\"3\",\"3\",\"3\",\"4\",\"4\",\"4\",\"4\",\"3\",\"3\",\"3\",\"3\",\"3\",\"3\",\"4\",\"4\",\"4\",\"3\",\"3\",\"3\",\"3\",\"3\",\"4\",\"5\",\"5\",\"5\",\"5\",\"5\",\"4\"],[\"4\",\"4\",\"1\",\"1\",\"2\",\"1\",\"4\",\"2\",\"2\",\"4\",\"4\",\"3\",\"3\",\"3\",\"4\",\"4\",\"4\",\"1\",\"2\",\"1\",\"1\",\"2\",\"2\",\"4\",\"2\",\"1\",\"2\",\"2\",\"4\",\"6\",\"8\",\"2\"]]],\"colnames\":[\"class\",\"type\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\"class\",\"name\":\"class\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"type\",\"name\":\"type\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"name\",\"name\":\"name\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"n_missing\",\"name\":\"n_missing\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"p_complete\",\"name\":\"p_complete\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"n_unique\",\"name\":\"n_unique\",\"sortable\":true,\"align\":\"right\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"vals\",\"name\":\"vals\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"},\"type\":\"datagrid.renderer.htmlwidgets\",\"options\":{\"rendered\":[\"
<\\/div>\\n