How do I select a column in R Dplyr?

Asked By: Alyce Beloshapkin | Last Updated: 16th March, 2020
Category: technology and computing databases
4.4/5 (54 Views . 29 Votes)
Select columns by typing their names
You can use “-” (minus) to drop columns. All you need to do is to add '-' (minus) right before the columns you want to drop. It's that simple. Notice that the last column name inside the 'select()' function where I'm using “`” (back-tick) to surround “NA” characters.

Click to see full answer

Keeping this in consideration, how do I select a column in R?

Select Data Frame Columns in R

  1. pull(): Extract column values as a vector.
  2. select(): Extract one or multiple columns as a data table.
  3. select_if(): Select columns based on a particular condition.
  4. Helper functions - starts_with(), ends_with(), contains(), matches(), one_of(): Select columns/variables based on their names.

Secondly, what package is select R? Select function in R is used to select variables (columns) in R using Dplyr package. Dplyr package in R is provided with select() function which select the columns based on conditions.

In this way, how do I select a subset of data in R?

So, to recap, here are 5 ways we can subset a data frame in R:

  1. Subset using brackets by extracting the rows and columns we want.
  2. Subset using brackets by omitting the rows and columns we don't want.
  3. Subset using brackets in combination with the which() function and the %in% operator.
  4. Subset using the subset() function.

How do I select a column in a data frame?

Summary of just the indexing operator

  1. Its primary purpose is to select columns by the column names.
  2. Select a single column as a Series by passing the column name directly to it: df['col_name']
  3. Select multiple columns as a DataFrame by passing a list to it: df[['col_name1', 'col_name2']]

36 Related Question Answers Found

How do I select certain columns in Excel?

Select one or more rows and columns
  1. Select the letter at the top to select the entire column. Or click on any cell in the column and then press Ctrl + Space.
  2. Select the row number to select the entire row.
  3. To select non-adjacent rows or columns, hold Ctrl and select the row or column numbers.

How do I use the select function in R?

  1. Select/rename variables by name. select() keeps only the variables you mention; rename() keeps all variables.
  2. Usage. select(.data, )
  3. Arguments. .data.
  4. Value. An object of the same class as .
  5. Special functions.
  6. See Also.
  7. Aliases.

How do you use Dplyr?

Dplyr aims to provide a function for each basic verb of data manipulation:
  1. filter() to select cases based on their values.
  2. arrange() to reorder the cases.
  3. select() and rename() to select variables based on their names.
  4. mutate() and transmute() to add new variables that are functions of existing variables.

What is a Tibble?

A tibble, or tbl_df , is a modern reimagining of the data. Tibbles are data. frames that are lazy and surly: they do less (i.e. they don't change variable names or types, and don't do partial matching) and complain more (e.g. when a variable does not exist).

What does the mean in R?

Mean. The mean of an observation variable is a numerical measure of the central location of the data values. It is the sum of its data values divided by data count.

What is which function in R?

The which() function will return the position of the elements(i.e., row number/column number/array index) in a logical vector which are TRUE. Unlike the other base R functions, the which() will accept only the arguments with typeof as logical while the others will give an error.

How do I sort in R?

To sort a data frame in R, use the order( ) function. By default, sorting is ASCENDING. Prepend the sorting variable by a minus sign to indicate DESCENDING order.

How do you copy a column in R?

You can use the scan function to copy a column of numbers from Excel to R. Copy the column from Excel, run x <- scan() , type Ctrl-v to paste into R, and press enter to signal the end of input to scan . Then x will contain the numbers from Excel as numbers, not as quoted strings.

How do I get column index in R?

Type below R-code.
  1. data.frame(colnames(df)) #Returns column index numbers in table format,df=DataFrame name.
  2. rownames(df) #Rownames will return rownumbers present in Dataset,df=DataFrame name.
  3. data.frame(as.integer(rownames(df))) #Returns Row index numbers in table format ,df=DataFrame name.

What is Cbind R?

A common data manipulation task in R involves merging to data frames together. The cbind function – short for column bind – can be used to combine two data frames with the same number of rows into a single data frame. While simple, cbind addresses a fairly common issue with small datasets: missing or confusing codes.

How do you delete a row in R?

You cannot actually delete a row, but you can access a dataframe without some rows specified by negative index. This process is also called subsetting in R language. A Big Note: You should provide a comma after the negative index vector -c().

What does %>% do in R?

The %>% operator is a 'pipe' operator, which passes data from the output of the function to the left and puts it, by default, into the first parameter of the function on the right. There are many types of pipe, of which %>% is the most often used.

How do you select multiple variables in R?

You can shift-click to select a range of variables, you can hold shift and press the down key to select one or more variables, and so on.

How do I merge data in R?

To merge two data frames (datasets) horizontally, use the merge function. In most cases, you join two data frames by one or more common key variables (i.e., an inner join).

How do I exclude a variable in R?

To exclude variables from dataset, use same function but with the sign - before the colon number like dt[,c(-x,-y)] . Sometimes you need to exclude observation based on certain condition. For this task the function subset() is used. subset() function is broadly used in R programing and datasets.

How do I delete a variable in R?

rm(list=ls()) removes all variables currently loaded into memory in R. If you want to restore the variables that were defined in your code, you'll need to run the code that defined those variables again. Only run rm(list=ls()) in the R console, not your R Markdown document!

What is subset in R?

The subset function is available in base R and can be used to return subsets of a vector, martix, or data frame which meet a particular condition.