Data Type Conversion in R (2 Examples) | Convert Character & Factor to Numeric Class

preview_player
Показать описание

R syntax of this video:

# Example 1 - Character to Numeric

# Example 2 - Factor to Numeric

Комментарии
Автор

Joachim, Thanks for another great video.
I was fiddling with a messy dataframe that had a lot of variables in the wrong format - lots of numeric cols in char format and I thought drat this will take some time to convert but then I ran across a package called "hablar". It is based on dplyr (hence the pipe works) so perhaps another addition to the tidyverse. Long story short. This package has a function called "convert()" that can change a lot of variables in single line of code - for instance to change the following columns to char, int and dbl:
convert(chr(x, y, z), int(w, t, q), dbl(s, r, p)) - just amazingly simple. I think it even accepts : or
a:d or a continuous range of columns. Check it out.

haraldurkarlsson
Автор

interesting! thank you for the alert!. if u have categorical data that you then coded them with numbers. would u convert them into factors or (charachter> numeric)?

ahmedJaber
Автор

i have daily time 01/01/2008 as factor and its a data frame when i convert that column i get this error
NAs introduced by coercion
the column date change to NA all of them could you please let me know how to solve it?

hindokush
Автор

x_fac_to_num<-
x_fac_to_num <- as.numeric(x_fac_to_num)

Would this work too? first, we can index the levels of x_fac_to_num which produces a character output of the actual contents of the input vector for which we can then convert that to numeric using as.numeric function...is it the same thing ? What's the difference? Also, why does using the vector to index factor levels produce the correct output of the vector instead of the levels?

SanaKhan-wlbf
Автор

You make great videos unfortunately the sound is not good enough some videos you made perviously have echoes. This one low sound. I hope you will fix this. Keep up the hard work.

da_ta
Автор

Hello, sometimes I get the following error message: 'list' object cannot be coerced to type 'double'...what does that mean? I have a data set/dataframe full with numeric variables, but after replacing missing values with the median of each column, the type of the columns changes from numeric to character. Now I want to change it back to numeric, but get this weird error message. What can I do? Additional info: The last column is a binary outcome (0 and 1) which obviously has to be a factor, if I want it to use Logistic Regression etc.

borknagarpopinga
Автор

extremely useful video, thanks a lot!

jakubkaczynski
Автор

Hi, Thank you very much. I got this message" Warning message:
NAs introduced by coercion "
what sould I do, please?

alialchawa
Автор

thank you it's so useful but I have a question
what are the situations in which I need to change the type of variables in Rstudio?

MsMoooooni
Автор

Hey, Thanks for the amazing content .I have a Date column in my dataset in chr format how do I convert the whole Date column in my data to numeric format? If you could give me the syntax for it, it would be great! Thanks in advance

nidanaaz
Автор

if a decimal is converted from factor?

devilliersduplessis
Автор

If I have data in the form of "0-9", "10-20", 20-30", ">80" and so on, how do I convert it into numeric?

mehak
Автор

what makes "seven" to 7 need help

hestiluhsuprobowati