[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-504608-105":59,"doc-detail-504608-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","mcoe-basic-setup-for-projects-in-r","MCOE - Basic Setup for Projects in R","","MCOE provides a basic R project setup tailored for the Monterey County Office of Education, including utility functions frequently used when analyzing education data. The package supports checking membership against lists, rounding values in common “.5 rounds up” fashion, and generating district-consistent logos and graphics. It also offers helpers to switch between district names and County-District-School (CDS) codes, connect to local SQL tables, and produce coherent, thematically consistent ggplot visualizations.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/mcoe-basic-setup-for-projects-in-r/504608/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/mcoe-basic-setup-for-projects-in-r/504608.png","ImageObject",300,407,{"name":92,"@type":93},"Chumphorn","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-18","2026-10-03",true,{"@type":102,"interactionType":103,"userInteractionCount":34},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What does MCOE provide for Monterey County Office of Education projects in R?","Question",{"text":112,"@type":113},"MCOE delivers basic setup functions commonly used for analyzing education data, including membership checks, expected rounding behavior, district logos, and consistent graphing tools.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How does left_join_codebook help when working with MCOE SQL tables?",{"text":117,"@type":113},"It merges codebook descriptions from the MCOE ‘SQL’ tables so that labels are appended to the chosen field, returning a tibble with a ‘definition’ column.",{"name":119,"@type":110,"acceptedAnswer":120},"What can mcoe_sql_con be used for?",{"text":121,"@type":113},"mcoe_sql_con connects to the MCOE ‘SQL’ tables via a DBI database connection for downstream queries and analysis.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},504608,1791165568,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":34,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":44,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":144},2336475401981,"https://ap-avatar.wpscdn.com/avatar/22000c94efd8d5204d?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786935347598174694","Package ‘MCOE’  \nMay 7, 2026  \nType Package  \nTitle Creates New Folders and Loads Standard Practices for Monterey  \nCounty Office of Education Version 0.6.0  \nDescription Basic Setup for Projects in R for Monterey County Office of Education. It contains functions often used in the analysis of education data in the county office including see  \ning if an item is not in a list, rounding in the manner the general public expects, including logos for districts, switching between district names and their county-district-school codes, accessing the local 'SQL' table and making thematically consistent graphs.  \nLicense MIT + file LICENSE  \nURL [https://github.com/dobrowski/MCOE](https://github.com/dobrowski/MCOE)  \nBugReports [https://github.com/dobrowski/MCOE/issues](https://github.com/dobrowski/MCOE/issues)[ ](https://github.com/dobrowski/MCOE/issues)Depends R (>= 4.1.0)  \nImports DBI, dplyr, forcats, ggplot2, ggthemes, googlesheets4, keyring, magick, odbc, scales  \nSuggests testthat (>= 3.0.0) Config/testthat/edition 3 Encoding UTF-8 LazyData true RoxygenNote 7.3.3 NeedsCompilation no  \nAuthor David Dobrowski [aut, cre, cph]  \nMaintainer David Dobrowski \u003C[ddobrowski@montereycoe.org](ddobrowski@montereycoe.org)> Repository CRAN  \nDate/Publication 2025-11-10 23:30:02 UTC  \nContents  \nleft_join_codebook ..................................... 2  \nlollipop ........................................... 3  \nmcoe_d_logo ........................................ 3  \nmcoe_logo .......................................... 4  \nmcoe_logo_location ..................................... 4  \nmcoe_name ......................................... 5  \nmcoe_sql_con ........................................ 5  \nmcoe_theme ......................................... 6  \nmry.dist ........................................... 6  \nround2 ............................................ 7  \n%notin% .......................................... 7  \nIndex 9  \n\n| left_join_codebook | When using the MCOE ’SQL’ tables, it will merge codebook descrip tions from CDE |\n| --- | --- |\n\nDescription  \nWhen using the MCOE ’SQL’ tables, it will merge codebook descriptions from CDE  \nUsage  \nleft_join_codebook(df, tablename, field)  \nArguments  \ndf tablename field  \nlocal dataframe you want to append labels to which ’SQL’ table is the data from  \nwhich field in the table do you want the labels for  \nValue  \nAn ‘tibble‘ of the same type as ‘.data‘. The output has an one column names ‘definition‘ which contains labels for the passed argument ‘field‘.  \nExamples  \ntry(  \nsbac.filtered \u003C - tbl(con, \"CAASPP\") | >  \nhead(100) | >  \ncollect() | >  \nleft_join_codebook(\"CAASPP\", \"Subgroup_ID\")  \n)  \nlollipop 3  \n\n| lollipop | Graphing function to make lollipop bar graphs |\n| --- | --- |\n\nDescription  \nGraphing function to make lollipop bar graphs  \nUsage  \nlollipop(df, y_var, x_var, colorme)  \nArguments  \ndf dataframe source to graph  \ny_var variable for Y  \nx_var variable for X  \ncolorme color to make the bars  \nValue  \na ‘ggplot‘ class graph with horiztontal bars with circles at the end of the bars  \nExamples  \nlibrary(dplyr)  \ndf.example \u003C -dplyr::tribble(~name, ~rate, \"Nina\",32,\"David\",65)  \nlollipop(df = df.example, x_var = name, y_var = rate, colorme = \"pink\" )  \n\n| mcoe_d_logo | Given a CDS code, adds the district logo |\n| --- | --- |\n\nDescription  \nGiven a CDS code, adds the district logo  \nUsage  \nmcoe_d_logo(cds.number)  \nArguments  \ncds.number County-District-School code from California Department of Education  \n4 mcoe_logo_location  \nValue  \n‘mcoe_d_logo‘ an object of class ‘magick-image‘ from [magick::image_read()] which is an imagefile of the district logo  \nExamples  \ntry(mcoe_d_logo(\"27659870000000\"))  \n\n| mcoe_logo | Adds theMCOE logo |\n| --- | --- |\n\nDescription  \nAdds the MCOE logo  \nUsage  \nmcoe_logo()  \nValue  \n‘mcoe_logo‘ an object of class ‘magick-image‘ from [magick::image_read()] which is an image file of the MCOE logo  \nExamples  \nmcoe_logo()  \nmcoe_logo_location Given a CDS ","cbCaiu0QYxTauuCV","https://ap.wps.com/l/cbCaiu0QYxTauuCV","pdf",102244,"English","# left_join_codebook\n# lollipop\n# mcoe_d_logo\n# mcoe_logo\n# mcoe_logo_location\n# mcoe_name\n# mcoe_sql_con\n## mcoe_theme\n## mry.dist\n# round2\n# %notin%","[{\"question\":\"What does MCOE provide for Monterey County Office of Education projects in R?\",\"answer\":\"MCOE delivers basic setup functions commonly used for analyzing education data, including membership checks, expected rounding behavior, district logos, and consistent graphing tools.\"},{\"question\":\"How does left_join_codebook help when working with MCOE SQL tables?\",\"answer\":\"It merges codebook descriptions from the MCOE ‘SQL’ tables so that labels are appended to the chosen field, returning a tibble with a ‘definition’ column.\"},{\"question\":\"What can mcoe_sql_con be used for?\",\"answer\":\"mcoe_sql_con connects to the MCOE ‘SQL’ tables via a DBI database connection for downstream queries and analysis.\"}]","MCOE - Basic Setup for Projects in R | PDF",1791071072,23]