Base r reorder

The first argument is “country”, the variable we want to reorder, the second argument is lifeExp, the variable we want to reorder by and third argument is “year”, the variable corresponding to the group we want to reorder within. In addition to reorder_within () function, we also use scale_x_reordered () to make the reorder complete.29 May 2021 ... In this video I show you the best way to reorder factors in R.You can use a simple trick with arrange and mutate or use stats::reorder() ...Reorder Columns¶ ... In a Prepare recipe (or a Visual Analysis in the Lab), use the Move columns processor to alter the order of columns. This processor can be ...How to order boxes in boxplots by the medians of a numerical variable in a dataframe in base R You can reorder the levels of DATA$word according to their median. The - before DATA$duration is to sort it in descending order. DATA$word <- reorder (DATA$word, -DATA$duration, FUN = median) boxplot (DATA$duration ~ DATA$group + DATA$word, xaxt="n",In this tutorial you’ll learn how to order a table by frequency in R. Table of contents: 1) Creating Example Data. 2) Example 1: Sort Table in Increasing Order Using Base R. 3) Example 2: Sort Table in Decreasing Order Using Base R. 4) Example 3: Sort Table in Decreasing Order Using dplyr Package.1 You are not reordering. You are assigning the values B, D, ... – Sotos Feb 27, 2019 at 10:23 Add a comment 1 Answer Sorted by: 2 You need to change the Group.1 column to factor. After that, you can use order to re-order the rows based on Group.1 as follows.Change column order Source: R/relocate.R Use relocate () to change column positions, using the same syntax as select () to make it easy to move blocks of columns at once. Usage relocate(.data, ..., .before = NULL, .after = NULL) Arguments .data A data frame, data frame extension (e.g. a tibble), or a lazy data frame (e.g. from dbplyr or dtplyr).Reorder or Rearrange the column of dataframe in R Reorder or Rearrange the column of the dataframe in R, is accomplished either by column name or by column position. Re ordering by column name and column position are two prominent ways of rearranging the columns in R. Other ways we could think of are Rearranging column in alphabetical order. This post is dedicated to boxplot ordering in base R. It describes 3 common use cases of reordering issue with code and explanation. Boxplot Section Boxplot pitfalls Reordering category by median The most common need is to reorder categories by increasing median.NOTES: transform() is a function in base R. id is a unique identifier (e.g., SubID) for each baseball player. More detail on this example can be found in the published article on plyr from the plyr website. save image from webcam javascriptHow do I sort a data frame in Base R? Sorting data frames in base R is the same as sorting by using the order() function. You can also use factor() to reorder variables in R to your desired arrangement.The reorder point (ROP) is the level of inventory which triggers an action to replenish that particular inventory stock. It is a minimum amount of an item ...That means we need to reorder the data itself (the rows), not the factor levels, in order to reorder the plot. I use the arrange function from the dplyr package to reorder the data so that ggplot2 will encounter the data levels in the correct order and thus plot as expected. Note that base R 's order can be used to reorder the data rows as well.In this tutorial you’ll learn how to order a table by frequency in R. Table of contents: 1) Creating Example Data. 2) Example 1: Sort Table in Increasing Order Using Base R. 3) Example 2: Sort Table in Decreasing Order Using Base R. 4) Example 3: Sort Table in Decreasing Order Using dplyr Package. Please remember to measure your available space before ordering. Dimensions: Height 50, Width 120, Depth 40 cm * Please note: to minimise the risk of damage to the furniture or your property, handles will be fitted to the inside of the drawers. Assembly: Ready Assembled Depth: 40 CM Height: 50 CM Material Content: solid Oak and Pine Width: 120 CM12 Feb 2021 ... Occasionally you may want to re-order the levels of some factor variable in R. Fortunately this is easy to do using the following syntax:7 Jul 2021 ... How to indicate the ordering of a boxplot manually in the R programming language. what to do near bremerton ferry terminal Description Function takes a hierarchical clustering tree from hclust and a vector of values and reorders the clustering tree in the order of the supplied vector, maintaining the constraints on the tree. This is a method of generic function reorder and an alternative to reordering a "dendrogram" object with reorder.dendrogram Usage Arguments7 Jul 2021 ... How to indicate the ordering of a boxplot manually in the R programming language.Feb 12, 2021 · Occasionally you may want to re-order the levels of some factor variable in R. Fortunately this is easy to do using the following syntax: factor_variable <- factor(factor_variable, levels=c ('this', 'that', 'those', ...)) The following example show how to use this function in practice. Example: Reorder Factor Levels in R Sorting a boxplot based on median value How to change the order of boxplot in R? Ggplot: how to show boxplots in a given order? ggplot2 reorder my boxplot by 80th perce If we then want to create a barplot in R and order the bars based on the factor levels of region, we can use the following syntax: #re-order data frame based on factor levels for …base R, if you design a new graphic, it's composed of raw plot elements like points and lines, and it's hard to design new components that combine with existing plots. In ggplot2, the expressions used to...Reorder Boxplot in Base R & ggplot2 (2 Examples) | Change Ordering | Reorder Factor Levels of Data indiana irp login Be able to load a tabular dataset using base R functions ... Be able to manipulate a factor, including subsetting and reordering.Feb 28, 2019 · I would like to reorder the rows in a data frame by the content of a certain column. However, when I do so the values in that column are reordered, but the corresponding values remain at the same place. To give an example: Reorder Boxplot in Base R & ggplot2 (2 Examples) | Change Ordering | Reorder Factor Levels of Data nuxt 3 configI think the factor approach is best - you wouldn't have to explicitly add another column if not required though, e.g.: - df.gat [order (factor (df.gat$Tests, c ("NL","MV","ML"))), ] – thelatemail Jun 9, 2020 at 21:46 Add a comment 0 If I am understanding you correctly, you simply want to reorder the columns of your dataframe. How to order boxes in boxplots by the medians of a numerical variable in a dataframe in base R You can reorder the levels of DATA$word according to their median. The - before DATA$duration is to sort it in descending order. DATA$word <- reorder (DATA$word, -DATA$duration, FUN = median) boxplot (DATA$duration ~ DATA$group + DATA$word, xaxt="n",There are two easy ways to sort a data frame by date in R: Method 1: User order () from base R #sort from least recent to most recent df [order(as.Date(df$date, format="%m/%d/%Y")),] #sort from most recent to least recent df [rev(order(as.Date(df$date, format="%m/%d/%Y"))),] Method 2: Use functions from the lubridate and dplyr packagesPackage. $25. Basic 1 Base Art. $65. Standard 1 Base Art with 30 Traits. $100. Premium 1 Base art with 50 traits. 1 Base character with simple background. BF + 30sets of elements 1 BF + (10 clothes, 10 eyewear, 10 headware, 10 expresion, 10 accessories) +.Reorder Boxplot in Base R & ggplot2 (2 Examples) | Change Ordering | Reorder Factor Levels of DataIn this tutorial you’ll learn how to order a table by frequency in R. Table of contents: 1) Creating Example Data. 2) Example 1: Sort Table in Increasing Order Using Base R. 3) Example 2: Sort Table in Decreasing Order Using Base R. 4) Example 3: Sort Table in Decreasing Order Using dplyr Package. On the other hand, the sort function will return by default the vector ordered in ascending order. However, you can also obtain the same result as the one with ...Description The levels of a factor are re-ordered so that the level specified by ref is first and the others are moved down. This is useful for contr.treatment contrasts which take the first level as the reference. Usage relevel (x, ref, …) Arguments x an unordered factor. ref the reference level, typically a string. …12 Feb 2021 ... Occasionally you may want to re-order the levels of some factor variable in R. Fortunately this is easy to do using the following syntax:1 Nov 2022 ... Set a basic reordering reminder in a spreadsheet. Reorder points are vital to keeping your business running smoothly, but they'll only work if ...Please remember to measure your available space before ordering. Dimensions: Height 50, Width 120, Depth 40 cm * Please note: to minimise the risk of damage to the furniture or your property, handles will be fitted to the inside of the drawers. Assembly: Ready Assembled Depth: 40 CM Height: 50 CM Material Content: solid Oak and Pine Width: 120 CM saying macbeth in a theater This is a method of generic function reorder and an alternative to reordering a "dendrogram" object with ... These functions should really be in base R.plot (Result, type="bar", group.order = xnames) where xnames is a vector of column names, which are sorted properly. Also, note that the function plot (..) in your code is called from the package...The first argument is “country”, the variable we want to reorder, the second argument is lifeExp, the variable we want to reorder by and third argument is “year”, the variable corresponding to the group we want to reorder within. In addition to reorder_within () function, we also use scale_x_reordered () to make the reorder complete.In R, we can easily sort a vector of continuous variable or factor variable. Arranging the data can be of ascending or descending order. Syntax: sort (x, decreasing = FALSE, na.last = TRUE): Argument: x: A vector containing continuous or factor variable decreasing: Control for the order of the sort method. By default, decreasing is set to `FALSE`.WebNow, I want to reorder the bars according to data$cat. Following the link I mentioned above, I tried the accepted answer but got an error: num2 <- factor (num, labels = as.character (cat)) Error in factor (num, labels = as.character (cat)) : invalid 'labels'; length 10 should be 1 or 9 Then I also tried the other answer there: WebReordering factor gives different results, depending on which packages are loaded. This happens because: gmodels imports gdata. gdata creates a new method for reorder.factor. Start a clean session. Then: methods ("reorder") [1] reorder.default* reorder.dendrogram*. Now load gdata (or load gmodels, which has the same effect):1) Reorder or Rearrange the rows of the dataframe in ascending order using dplyr arrange () Re order rows of the dataframe is accomplished using arrange () Function as shown below. arrange () Function rearranges the rows of the dataframe in ascending order as shown below 1 2 3 4 5 # Reorder the rows of the dataframe in ascending order aurora fast iptv How to reorder the columns / variables of a data frame - 4 R programming examples - Base R vs. dplyr Package - Reproducible R code.The reorder function is generic (see help (reorder) ), but in this context needs: x, in this case the factor; X, a numeric value of the same length as x; and FUN, a function to be applied to X and computed by level of the x, which determines the levels order, by default increasing. The result is the same factor with its levels reordered.1) Example Data & Basic Plot 2) Modify Input Data Frame for Reordered Boxplot 3) Example 1: Draw Boxplot with Manually Specified Order Using Base R 4) Example 2: Draw Boxplot with Manually Specified Order Using ggplot2 Package 5) Video, Further Resources & Summary Let’s take a look at some R codes in action. Example Data & Basic Plot Product (business) In marketing, a product is an object, or system, or service made available for consumer use as of the consumer demand; it is anything that can be offered to a market to satisfy the desire or need of a customer. [1] In retailing, products are often referred to as merchandise, and in manufacturing, products are bought as raw ...Since ROP also helps you determine your customer's demand, you cannot afford to have faulty information. If you end up with faulty information and base your ROP ...Sorting a boxplot based on median value How to change the order of boxplot in R? Ggplot: how to show boxplots in a given order? ggplot2 reorder my boxplot by 80th perceBase R introduced the data.frame class in the year 1997, which was based on S-PLUS before it. To re-order data by reference, instead of querying data in specific order, we use set* functions.If we then want to create a barplot in R and order the bars based on the factor levels of region, we can use the following syntax: #re-order data frame based on factor levels for … relocatable homes for sale lake macquarie Method 3: the reorder () function of base R In case your an unconditional user of the good old R, here is how to control the order using the reorder () function inside a with () call: 1) Creating Example Data 2) Example 1: Sort Table in Increasing Order Using Base R 3) Example 2: Sort Table in Decreasing Order Using Base R 4) Example 3: Sort Table in Decreasing Order Using dplyr Package 5) Video & Further Resources Let’s dive right into the examples… Creating Example Data This tutorial describes how to reorder (i.e., sort) rows, in your data table, by the value of one or more columns (i.e., variables). You will learn how to easily: Sort a data frame rows in ascending order (from low to high) using the R function arrange () [ dplyr package] Sort rows in descending order (from high to low) using arrange () in ...Base R introduced the data.frame class in the year 1997, which was based on S-PLUS before it. To re-order data by reference, instead of querying data in specific order, we use set* functions.Sensitivity Analysis Total inventory cost relatively insensitive to order quantities Actual order quantity: Q Q is a multiple b of the optimal order quantity Q*. For a given b, the quantity ordered is Q = bQ*.Dumb question possibly but want to ask before ordering. I want the base Sektion for the toe kick, and then sit a wall cabinet right on top of it, screwed into it if possible, anybody done this or know if any mods are necessary to do this? Vote. 0. 0 comments.WebWebReorder Columns¶ ... In a Prepare recipe (or a Visual Analysis in the Lab), use the Move columns processor to alter the order of columns. This processor can be ...How to indicate the ordering of a boxplot manually in the R programming language. More details: https://statisticsglobe.com/reorder-boxplot-in-rR code of thi...Web 7ft pencil christmas tree As shown in Figure 1, we have created a Base R boxplot with default ordering of the boxes using the previously shown syntax. We might now change the ordering of our boxes according to the median values using the group_order object that we have created before: boxplot ( data$value ~ group_reorder) # Draw reordered boxplotТелефон или почта. Пароль. Войти РегистрацияBase Reordering Website Tool. I made a website that allows you to visually reorder your bases as they are shown in the teleporter UI. All you need is the PersistentPlayerBases JSON section from your save file. Copy and paste it into the textbox, then just drag and drop the elements to the position where you would like them to be.R Documentation: Reorder Levels of Factor Description. The levels of a factor are re-ordered so that the level specified by ref is first and the others are moved down. This is useful for contr.treatment contrasts which take the first level as the reference. UsageRecency = days from today or some cutoff to the most recent past order for a customer. Average reorder = average days between orders for a customer for the date range used for analysis.WebWeb best radio stations in houston Reorder Boxplot in Base R & ggplot2 (2 Examples) | Change Ordering | Reorder Factor Levels of DataDescription Sort (or order) a vector or factor (partially) into ascending or descending order. For ordering along more than one variable, e.g., for sorting data frames, see order . Usage sort (x, decreasing = FALSE, ...)Back to Home Page. LOG IN 0 ITEMS. SendIn this post, I will show how to create the specific object classes for the statnet suite of packages with the network package, as well as for igraph and tidygraph, which is based on the igraph implementation. jamaica funeral home facebook Occasionally you may want to re-order the levels of some factor variable in R. Fortunately this is easy to do using the following syntax: factor_variable <- factor(factor_variable, levels=c ('this', 'that', 'those', ...)) The following example show how to use this function in practice. Example: Reorder Factor Levels in R4 Answers Sorted by: 21 You just need to specify the levels of your factor in the order you want. So here I create a new variable x1 x1 = factor (x, levels=c ("B", "C", "A")) where R> x1 [1] B B B A A A C C C Levels: B C A The plot function now works as expected. plot (y ~ x1) Share Follow answered May 16, 2013 at 12:59 csgillespieMethod 3: the reorder () function of base R In case your an unconditional user of the good old R, here is how to control the order using the reorder () function inside a with () call:How to reorder the columns / variables of a data frame - 4 R programming examples - Base R vs. dplyr Package - Reproducible R code.WebUsing the select (), colnames (), and order () function in base R, we can rearrange the column name of a data frame. Use the above sales_data frame for illustration purposes. # Rearrange the column name in alphabetical order sales_data %>% select (order(colnames(sales_data)))If we then want to create a barplot in R and order the bars based on the factor levels of region, we can use the following syntax: #re-order data frame based on factor levels for …Package. $25. Basic 1 Base Art. $65. Standard 1 Base Art with 30 Traits. $100. Premium 1 Base art with 50 traits. 1 Base character with simple background. BF + 30sets of elements 1 BF + (10 clothes, 10 eyewear, 10 headware, 10 expresion, 10 accessories) +.Dec 02, 2013 · reorder is a generic function. The "default" method treats its first argument as a categorical variable, and reorders its levels based on the values of a second variable, usually numeric. Note : Reordering levels, not the values of the factor variable ( group in your case). Compare: levels (stest$group) [1] "James" "Jane" "John" with a vector of values to be reordered The function returns the position of the matches (indices) with respect to the second vector, which can be used to re-order it so that it matches the order in the first vector. Let’s use match () on the first and second vectors we created. match(first,second) [1] 4 1 5 2 3 Description The levels of a factor are re-ordered so that the level specified by ref is first and the others are moved down. This is useful for contr.treatment contrasts which take the first level as the reference. Usage relevel (x, ref, …) Arguments x an unordered factor. ref the reference level, typically a string. …Sorting a boxplot based on median value How to change the order of boxplot in R? Ggplot: how to show boxplots in a given order? ggplot2 reorder my boxplot by 80th perceBase Reordering Website Tool I made a website that allows you to visually reorder your bases as they are shown in the teleporter UI. All you need is the PersistentPlayerBases JSON section from your save file. Copy and paste it into the textbox, then just drag and drop the elements to the position where you would like them to be. We can also use reorder() function from base R to reorder the boxes. Check out here for examples of using reorder() function from base R to reorder boxplots. How to Make …Example 1: Sort Data Frame with Base R (order Function) Example 2: Sort Data Frame with dplyr Package (arrange Function) Example 3: Sort Data Frame with data.table Package (setorder Function) Example 4: Sort Data Frame in Decreasing Order Video & Further Resources Let’s get started… Creation of Example Data Base Reordering Website Tool. I made a website that allows you to visually reorder your bases as they are shown in the teleporter UI. All you need is the PersistentPlayerBases JSON section from your save file. Copy and paste it into the textbox, then just drag and drop the elements to the position where you would like them to be.Reorder rows by multiple variables: Sepal.Length and Sepal.width my_data %>% arrange (Sepal.Length, Sepal.Width) If the data contain missing values, they will always come at the end. Summary In this article, we describe how to sort data frame rows using the function arrange () [ dplyr package]. Recommended for you If the position field has to be sequential without gaps, then you will basically need to re-order the entire list. The advantage is that the client side would not need any special logic to obtain the order.Import your data into R as described here: Fast reading of data from txt|csv files into R: readr package. Here, we’ll use the R built-in iris data set, which we start by converting to a tibble …multiple boxplot in r The first argument is “country”, the variable we want to reorder, the second argument is lifeExp, the variable we want to reorder by and third argument is “year”, the variable corresponding to the group we want to reorder within. In addition to reorder_within () function, we also use scale_x_reordered () to make the reorder complete.Web gx4 magazine Import your data into R as described here: Fast reading of data from txt|csv files into R: readr package. Here, we’ll use the R built-in iris data set, which we start by converting to a tibble … nvidia bios download The Los Angeles County Department of Regional Planning notes that R-3 zoning is for a limited use multiple family residence, such as a small apartment building. The lot size required is at least 5,000 square feet, and each unit must have at...Step #1 Choose the product you would like to set specific reorder rules. Step #2 Click on the Reorder Rules tab on the top of the page opened. Step #3 Tap on the Create Reorder Rule button and fill in the corresponding information. The platform will ask you to fill in the following fields specifying:Base R introduced the data.frame class in the year 1997, which was based on S-PLUS before it. To re-order data by reference, instead of querying data in specific order, we use set* functions.Телефон или почта. Пароль. Войти Регистрация 1. to give a reorder for; order again 2. to put in order again vi. to order goods again … English World dictionary. Reorder — Re*or der (r? ?r d?r), v. t. To order a second time. [1913 Webster] …Телефон или почта. Пароль. Войти Регистрация it looks like the levels haven't changed in order, if you look at the last three commands. The Levels: line tells you the levels of your factor variable, the line above that …The function fct_reorder takes two arguments fct_reorder (continent,lifeExp); first is the factor variable we want to order and the second is the variable we would like to order the factor variable. In this example, we order continents by lifeExp. 1 2 3 4 5 gapminder %>% ggplot(aes(x= fct_reorder(continent,lifeExp), y=lifeExp, fill=continent)) +Toys R Us stores are generally open Monday through Saturday from 10 a.m. until 9 p.m. and on Sunday from 10 a.m. to 7 p.m. The hours of operation for Toys R Us stores vary by location. It is best to contact Toys R Us directly or visit its w...of a base quantity to bring the inventory position to above the reorder point. ... stock (R, nQ) policies require centralized demand in-.How to order boxes in boxplots by the medians of a numerical variable in a dataframe in base R You can reorder the levels of DATA$word according to their median. The - before … mossberg 500 forend with rail As shown in Figure 1, we have created a Base R boxplot with default ordering of the boxes using the previously shown syntax. We might now change the ordering of our boxes according to the median values using the group_order object that we have created before: boxplot ( data$value ~ group_reorder) # Draw reordered boxplot This tutorial shows how to use the reorder function in R programming. Table of contents: 1) Example 1: Change Ordering of Factor Levels Using reorder () Function. 2) Example 2: Sort …(15) Conclusions Summary of differentiating characteristics Characteristic Reorder interval Continuous Review Reorder point (R) Order quantity (Q)4 Variable Periodic Review Reorder interval (r) Base...801 Shipyard Drive Wilmington, DE 19801 Orders through Toast are commission free and go directly to this restaurant Call Hours Directions 3rd Base Concessions 3rd Base Concessions Jumbo Hot Dog $9.75 Hot Dog (All Beef) $5.50 Chicken Tenders w/Fries $9.95 Hamburger $7.50 Cheese Burger $7.50 Fries $6.00 Cheezy Fries $6.50 Philly Pretzel $5.50 cpn stack army WebHow to Reorder Boxplots in R (With Examples) Often you may want to reorder boxplots in R. The following examples show how to do so using two different methods: Method 1: Reorder Based on Specific Order Method 2: Reorder Based on Median Value of Boxplot Each example will use the built-in airquality dataset in R:Base Reordering Website Tool. I made a website that allows you to visually reorder your bases as they are shown in the teleporter UI. All you need is the PersistentPlayerBases JSON section from your save file. Copy and paste it into the textbox, then just drag and drop the elements to the position where you would like them to be. gwinnett county most wanted Oct 27, 2021 · R – Level Ordering of Factors. Factors are data objects used to categorize data and store it as levels. They can store a string as well as an integer. They represent columns as they have a limited number of unique values. Factors in R can be created using factor () function. It takes a vector as input. c () function is used to create a vector ... Base Reordering Website Tool. I made a website that allows you to visually reorder your bases as they are shown in the teleporter UI. All you need is the PersistentPlayerBases JSON section from your save file. Copy and paste it into the textbox, then just drag and drop the elements to the position where you would like them to be.30 Mar 2021 ... Once inventory dips below the calculated reorder point, replenishment is triggered through a new purchase order. Regularly calculating reorder ... manteca street faire I think the factor approach is best - you wouldn't have to explicitly add another column if not required though, e.g.: - df.gat [order (factor (df.gat$Tests, c ("NL","MV","ML"))), ] – thelatemail Jun 9, 2020 at 21:46 Add a comment 0 If I am understanding you correctly, you simply want to reorder the columns of your dataframe. How to order boxes in boxplots by the medians of a numerical variable in a dataframe in base R You can reorder the levels of DATA$word according to their median. The - before DATA$duration is to sort it in descending order. DATA$word <- reorder (DATA$word, -DATA$duration, FUN = median) boxplot (DATA$duration ~ DATA$group + DATA$word, xaxt="n",1) Creating Example Data 2) Example 1: Sort Table in Increasing Order Using Base R 3) Example 2: Sort Table in Decreasing Order Using Base R 4) Example 3: Sort Table in Decreasing Order Using dplyr Package 5) Video & Further Resources Let’s dive right into the examples… Creating Example Data This tutorial is specific to dataframes. Using the dataframe sort by column method will help you reorder column names, find unique values, organize each column ...To do that we can use the order function which will tell us the indices of the vector in sorted order. If we pass a collection of indices to the extract operation it'll reorder the rows. e.g.I would like to reorder rows in a dataframe based on a specific order. Here is a dummy dataframe (in the long format) that pretty much looks like my data:This is a reminder to please provide a clear image of the bases you are sharing and, optionally, the link in a Reddit comment. Please note that base link sharing only works for TH4+. I am a bot, and this action was performed automatically. Please contact the moderators of this subreddit if you have any questions or concerns. alien delta 8 website Base R graphics functions (known as high-level plotting functions) can be customized adding legends, texts, grids, modifying the axes, among other functions (known as low-level plotting functions ). You can also customize graphical parameters via the arguments of the par function.Description The levels of a factor are re-ordered so that the level specified by ref is first and the others are moved down. This is useful for contr.treatment contrasts which take the first level as the reference. Usage relevel (x, ref, …) Arguments x an unordered factor. ref the reference level, typically a string. …reorder is a generic function. The "default" method treats its first argument as a categorical variable, and reorders its levels based on the values of a second variable, usually numeric. Note : Reordering levels , not the values of the factor variable( group in your case).How to order boxes in boxplots by the medians of a numerical variable in a dataframe in base R You can reorder the levels of DATA$word according to their median. The - before DATA$duration is to sort it in descending order. DATA$word <- reorder (DATA$word, -DATA$duration, FUN = median) boxplot (DATA$duration ~ DATA$group + DATA$word, xaxt="n",Web pv solar power system app