Questions tagged [mutate]

426 questions
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How can I calculate a death/cases rate variable in Python similar to mutate() in R?

data1 = pd.read_csv("current-data-on-the-geographic-distribution-of-covid-19-cases-worldwide.csv") data1.head() The output: daterep day month year cases deaths countriesandterritories geoid countryterritorycode popdata2018…
nur
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Improving code - create new column using R which counts distinct entries in one column of a data set filtered by another column

I have some working code (below) which, for the second column it creates it: creates a new data frame, filtering the original data frame by a specific column; counts distinct entries of another column for this filtered data frame; left joins this…
Dan
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How replace special character string in data frame ? R

I have the following data frame called result. MANUAL.ID AUTO.ID loc NA PYPPYP L2 PIPpip NA L1 Barbar NA L5 NA Pippip L3 NA Pippip,BerBar L3 I try to replace all the different forms of a same tag by the right one. For example…
lobarth
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Using an ifelse in mutate when summarizing

I have a dataframe with one date column and several columns with values (measured concentrations). I am mutating the dataframe and summarizing to years with averages of the values. This works fine: library(dplyr) df <-…
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R mutate produces error 'Must be size 1, not 10'

Here is my df Airline Destination delayed ontime Total_Arrivals Alaska Los Angelos 62 497 559 Alaska Phoenix 12 221 233 Alaska San Diego 20 212 232 Alaska San Francisco 102 503 605 Alaska Seatlle 305 1841 2146 AM West Los…
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Convert temperature data from Kelvin to Celsius in multiple columns

I have a dataset with multiple columns of temperature data in Kelvin. I want to convert it to celsius. Sr. StationID MaxTemp MinTemp MeanTemp Prec 1 5320 280 270 275 1.2 I am using this code which helps to…
Sana
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Why does my mutate function only work for single digit values

I want to use the age variable in my data to create an 'age category' variable with different age brackets. This is the code I ran New_Data <- New_Data %>% mutate(Age_category = case_when(New_Data$Age <1 ~ "<1", New_Data$Age >=1 &…
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Adding and calculating new variables as rows in R-studio

I'm a beginner in R-studio. I have a list in long format with collected data variables regarding 312 companies. From this data I want to calculate new variables and add them as rows, not columns. For example total debt / total assets for all…
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How can i create a variable in R that is dependent of two other variables, and must have a certain value?

db %>% mutate(esc=ifelse((fn<100) | ((fn>100 & tt < 20) | (fn <300 & tt < 20)), "Yes", "No") In my database I want to make a variable 'esc', which is dependent of the values of fn and tt. I want the esc to be Yes or No, and it should be yes in…
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Creating a new variable by decades using mutate()

I'm new at R and Stackoverflow, first hi, nice to met you all! I've been trying for a while to fulfill some work but I can't, don't know if some of you could help me at this point anything is more than accepted. I tried but I keep getting nothing,…
AB3
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How to capitalize the first letter in a list of columns?

Here is my dataframe: col1 <- c("hello my name is", "Nice to meet you", "how are you") col2 <- c("dog", "Cats", "Frogs are cool") col3 <- c("Pause", "breathe in and out", "what are you talking about") df <- data.frame(col1, col2, col3) I want to…
hy9fesh
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How can I create a new column in R with aggregated values from another column

I would like to create a column with aggregated values from the column country To an aggregated/classified column of subregions. For example,
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R combine rows with single column entry into new row

How would I combine any row with a single column entry into a single combined input in a new column? e.g. when column A has value, but B-C are empty, I would like to merge the row entries into a single input in column D. original file is a txt file…
ctk1100
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Count multiple columns in a data frame in one output table

I have some survey data and I want to get a summary count of multiple columns. So far I have worked out how to calculate each one individually and create a % column: help_bk <- likemind %>% count((help_book_1), name = "count") %>% …
Ellie
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Remove characters after the last occurrence

I have a string that looks like: exampleList <- c("CO-0891-VI05-T1-1", "CO-0891-VI05-T1-1-166", "CO-0891-VI05-T1-2", "CO-0891-VI05-T1-2-177", "AI-0022-FR07A-T1-1", "AI-0022-FR07A-T1-1-10") I wish to remove everything after the last underscore (-)…
fdpr
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