How to sum variable by month/year in R?
-1
library(dplyr)
library(plotly)
library(lubridate)
googlesearch <- read.csv("multiTimeline.csv", header = FALSE, stringsAsFactors = FALSE)
googlesearch2 <- googlesearch [-1, ]
googlesearch2 <- googlesearch2 [-1, ]
colnames(googlesearch2)[1] <- 'Date'
colnames(googlesearch2)[2] <- 'NumberofSearch'
googlesearch2$Date <- as.Date(googlesearch2$Date)
googlesearch2 <- googlesearch2 %>%
filter(Date > "2015-01-04" & Date < "2018-05-27")
googlesearch3 <- googlesearch2 %>%
transform(googlesearch2$Date, Date = as.Date(as.character(Date), "%Y-%m-%d"))
googlesearch3 <- googlesearch2 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y"))
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)
googlesearch3 <- googlesearch3 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y")) %>%
summarise(NumberofSearch_sum = sum(NumberofSearch))
data <- tbl_df(googlesearch3)
data %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
I know this is messy.
I'm getting this error and I don't know why.Adding the sample code.
Error in summarise_impl(.data, dots) :
Evaluation error: invalid 'type' (character) of argument.
r dplyr lubridate
edited Nov 19 '18 at 9:25
sai saran
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
add a comment |
-1
library(dplyr)
library(plotly)
library(lubridate)
googlesearch <- read.csv("multiTimeline.csv", header = FALSE, stringsAsFactors = FALSE)
googlesearch2 <- googlesearch [-1, ]
googlesearch2 <- googlesearch2 [-1, ]
colnames(googlesearch2)[1] <- 'Date'
colnames(googlesearch2)[2] <- 'NumberofSearch'
googlesearch2$Date <- as.Date(googlesearch2$Date)
googlesearch2 <- googlesearch2 %>%
filter(Date > "2015-01-04" & Date < "2018-05-27")
googlesearch3 <- googlesearch2 %>%
transform(googlesearch2$Date, Date = as.Date(as.character(Date), "%Y-%m-%d"))
googlesearch3 <- googlesearch2 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y"))
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)
googlesearch3 <- googlesearch3 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y")) %>%
summarise(NumberofSearch_sum = sum(NumberofSearch))
data <- tbl_df(googlesearch3)
data %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
I know this is messy.
I'm getting this error and I don't know why.Adding the sample code.
Error in summarise_impl(.data, dots) :
Evaluation error: invalid 'type' (character) of argument.
r dplyr lubridate
edited Nov 19 '18 at 9:25
sai saran
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)double check that line. were you trying to convertNumberofSearchto numerica? it looks like you convertedDateto numeric
– Wally Ali
Nov 19 '18 at 6:56
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not usestr(),head()or screenshot)? You can use thereprexanddatapastapackages to assist you with that. See also Help me Help you & How to make a great R reproducible example?
– Tung
Nov 19 '18 at 9:28
add a comment |
-1
-1
-1
library(dplyr)
library(plotly)
library(lubridate)
googlesearch <- read.csv("multiTimeline.csv", header = FALSE, stringsAsFactors = FALSE)
googlesearch2 <- googlesearch [-1, ]
googlesearch2 <- googlesearch2 [-1, ]
colnames(googlesearch2)[1] <- 'Date'
colnames(googlesearch2)[2] <- 'NumberofSearch'
googlesearch2$Date <- as.Date(googlesearch2$Date)
googlesearch2 <- googlesearch2 %>%
filter(Date > "2015-01-04" & Date < "2018-05-27")
googlesearch3 <- googlesearch2 %>%
transform(googlesearch2$Date, Date = as.Date(as.character(Date), "%Y-%m-%d"))
googlesearch3 <- googlesearch2 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y"))
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)
googlesearch3 <- googlesearch3 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y")) %>%
summarise(NumberofSearch_sum = sum(NumberofSearch))
data <- tbl_df(googlesearch3)
data %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
I know this is messy.
I'm getting this error and I don't know why.Adding the sample code.
Error in summarise_impl(.data, dots) :
Evaluation error: invalid 'type' (character) of argument.
r dplyr lubridate
edited Nov 19 '18 at 9:25
sai saran
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
library(dplyr)
library(plotly)
library(lubridate)
googlesearch <- read.csv("multiTimeline.csv", header = FALSE, stringsAsFactors = FALSE)
googlesearch2 <- googlesearch [-1, ]
googlesearch2 <- googlesearch2 [-1, ]
colnames(googlesearch2)[1] <- 'Date'
colnames(googlesearch2)[2] <- 'NumberofSearch'
googlesearch2$Date <- as.Date(googlesearch2$Date)
googlesearch2 <- googlesearch2 %>%
filter(Date > "2015-01-04" & Date < "2018-05-27")
googlesearch3 <- googlesearch2 %>%
transform(googlesearch2$Date, Date = as.Date(as.character(Date), "%Y-%m-%d"))
googlesearch3 <- googlesearch2 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y"))
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)
googlesearch3 <- googlesearch3 %>%
mutate(month = format(Date, "%m"), year = format(Date, "%Y")) %>%
group_by(Date, yearMon = as.yearmon(Date, "%m-%d-%Y")) %>%
summarise(NumberofSearch_sum = sum(NumberofSearch))
data <- tbl_df(googlesearch3)
data %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
I know this is messy.
I'm getting this error and I don't know why.Adding the sample code.
Error in summarise_impl(.data, dots) :
Evaluation error: invalid 'type' (character) of argument.
r dplyr lubridate
r dplyr lubridate
edited Nov 19 '18 at 9:25
sai saran
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
edited Nov 19 '18 at 9:25
sai saran
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
edited Nov 19 '18 at 9:25
sai saran
358224
edited Nov 19 '18 at 9:25
sai saran
358224
edited Nov 19 '18 at 9:25
sai saran
358224
358224
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
asked Nov 19 '18 at 6:51
kekeke355kekeke355
1
1
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)double check that line. were you trying to convertNumberofSearchto numerica? it looks like you convertedDateto numeric
– Wally Ali
Nov 19 '18 at 6:56
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not usestr(),head()or screenshot)? You can use thereprexanddatapastapackages to assist you with that. See also Help me Help you & How to make a great R reproducible example?
– Tung
Nov 19 '18 at 9:28
add a comment |
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)double check that line. were you trying to convertNumberofSearchto numerica? it looks like you convertedDateto numeric
– Wally Ali
Nov 19 '18 at 6:56
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not usestr(),head()or screenshot)? You can use thereprexanddatapastapackages to assist you with that. See also Help me Help you & How to make a great R reproducible example?
– Tung
Nov 19 '18 at 9:28
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch) double check that line. were you trying to convert NumberofSearch to numerica? it looks like you converted Date to numeric– Wally Ali
Nov 19 '18 at 6:56
googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch) double check that line. were you trying to convert NumberofSearch to numerica? it looks like you converted Date to numeric– Wally Ali
Nov 19 '18 at 6:56
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not use
str(), head() or screenshot)? You can use the reprex and datapasta packages to assist you with that. See also Help me Help you & How to make a great R reproducible example?– Tung
Nov 19 '18 at 9:28
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not use
str(), head() or screenshot)? You can use the reprex and datapasta packages to assist you with that. See also Help me Help you & How to make a great R reproducible example?– Tung
Nov 19 '18 at 9:28
add a comment |
1 Answer
1
active
oldest
votes
0
In lack of a reproducible example, try to replace the last code chunk of you sample code with:
library(hablar)
data %>%
retype() %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
Maybe it works :)
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
add a comment |
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1 Answer
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votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
0
In lack of a reproducible example, try to replace the last code chunk of you sample code with:
library(hablar)
data %>%
retype() %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
Maybe it works :)
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
add a comment |
0
In lack of a reproducible example, try to replace the last code chunk of you sample code with:
library(hablar)
data %>%
retype() %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
Maybe it works :)
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
add a comment |
0
0
0
In lack of a reproducible example, try to replace the last code chunk of you sample code with:
library(hablar)
data %>%
retype() %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
Maybe it works :)
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
In lack of a reproducible example, try to replace the last code chunk of you sample code with:
library(hablar)
data %>%
retype() %>%
group_by(yearMon) %>%
summarise(NumberofSearch_mon = sum(NumberofSearch))
Maybe it works :)
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
answered Nov 19 '18 at 12:05
davsjobdavsjob
56236
56236
add a comment |
add a comment |
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googlesearch3$Date <- as.numeric(googlesearch3$NumberofSearch)double check that line. were you trying to convertNumberofSearchto numerica? it looks like you convertedDateto numeric– Wally Ali
Nov 19 '18 at 6:56
Welcome to Stack Overflow! Could you make your problem reproducible by sharing a sample of your data so others can help (please do not use
str(),head()or screenshot)? You can use thereprexanddatapastapackages to assist you with that. See also Help me Help you & How to make a great R reproducible example?– Tung
Nov 19 '18 at 9:28