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Plot overlaps of time intervals
The Next CEO of Stack OverflowRemove rows with all or some NAs (missing values) in data.frameFind all date ranges for overlapping start and end dates in RSide-by-side plots with ggplot2Plot two graphs in same plot in RHow to set limits for axes in ggplot2 R plots?Plotting two variables as lines using ggplot2 on the same graphHow to save a plot as image on the disk?R - plot overlapping time intervalsMultiple geom_rect over a time seriesCenter Plot title in ggplot2calculate and plot time interval meansFinding the time interval in which a date occurs
I have the following df
Id a_min_date a_max_date b_min_date b_max_date c_min_date c_max_date d_min_date a_max_date
1 2014-01-01 2014-01-10 2014-01-05 2014-01-15 NA NA 2014-02-20 2014-05-01
2 2014-02-01 2014-02-10 NA NA 2015-02-20 2015-03-01 NA NA
I have added the intervals of each group (a, b, c,d) by ID. First, I have converted the start and end dates to lubridate intervals.
I want to plot the intervals and calculate the time difference in days between the end of each group and the start of next group if there is no overlap.
I tried to use IRanges package and converted the dates into integers (as used here (link)), but does not work for me.
ir <- IRanges::IRanges(start = as.integer((as.Date(df$a_min_date))), end = as.integer((as.Date(df$a_max_date))))
bins <- disjointBins(IRanges(start(ir), end(ir) + 1))
dat <- cbind(as.data.frame(ir), bin = bins)
ggplot(dat) +
geom_rect(aes(xmin = start, xmax = end,
ymin = bin, ymax = bin + 0.9)) +
theme_bw()
I got this error for my orginal df:
Error in .Call2("solve_user_SEW0", start, end, width, PACKAGE = "IRanges") :
solving row 1: range cannot be determined from the supplied arguments (too many NAs)
Does someone have another solution using other packages?
r ggplot2 dplyr iranges
add a comment |
I have the following df
Id a_min_date a_max_date b_min_date b_max_date c_min_date c_max_date d_min_date a_max_date
1 2014-01-01 2014-01-10 2014-01-05 2014-01-15 NA NA 2014-02-20 2014-05-01
2 2014-02-01 2014-02-10 NA NA 2015-02-20 2015-03-01 NA NA
I have added the intervals of each group (a, b, c,d) by ID. First, I have converted the start and end dates to lubridate intervals.
I want to plot the intervals and calculate the time difference in days between the end of each group and the start of next group if there is no overlap.
I tried to use IRanges package and converted the dates into integers (as used here (link)), but does not work for me.
ir <- IRanges::IRanges(start = as.integer((as.Date(df$a_min_date))), end = as.integer((as.Date(df$a_max_date))))
bins <- disjointBins(IRanges(start(ir), end(ir) + 1))
dat <- cbind(as.data.frame(ir), bin = bins)
ggplot(dat) +
geom_rect(aes(xmin = start, xmax = end,
ymin = bin, ymax = bin + 0.9)) +
theme_bw()
I got this error for my orginal df:
Error in .Call2("solve_user_SEW0", start, end, width, PACKAGE = "IRanges") :
solving row 1: range cannot be determined from the supplied arguments (too many NAs)
Does someone have another solution using other packages?
r ggplot2 dplyr iranges
Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21
add a comment |
I have the following df
Id a_min_date a_max_date b_min_date b_max_date c_min_date c_max_date d_min_date a_max_date
1 2014-01-01 2014-01-10 2014-01-05 2014-01-15 NA NA 2014-02-20 2014-05-01
2 2014-02-01 2014-02-10 NA NA 2015-02-20 2015-03-01 NA NA
I have added the intervals of each group (a, b, c,d) by ID. First, I have converted the start and end dates to lubridate intervals.
I want to plot the intervals and calculate the time difference in days between the end of each group and the start of next group if there is no overlap.
I tried to use IRanges package and converted the dates into integers (as used here (link)), but does not work for me.
ir <- IRanges::IRanges(start = as.integer((as.Date(df$a_min_date))), end = as.integer((as.Date(df$a_max_date))))
bins <- disjointBins(IRanges(start(ir), end(ir) + 1))
dat <- cbind(as.data.frame(ir), bin = bins)
ggplot(dat) +
geom_rect(aes(xmin = start, xmax = end,
ymin = bin, ymax = bin + 0.9)) +
theme_bw()
I got this error for my orginal df:
Error in .Call2("solve_user_SEW0", start, end, width, PACKAGE = "IRanges") :
solving row 1: range cannot be determined from the supplied arguments (too many NAs)
Does someone have another solution using other packages?
r ggplot2 dplyr iranges
I have the following df
Id a_min_date a_max_date b_min_date b_max_date c_min_date c_max_date d_min_date a_max_date
1 2014-01-01 2014-01-10 2014-01-05 2014-01-15 NA NA 2014-02-20 2014-05-01
2 2014-02-01 2014-02-10 NA NA 2015-02-20 2015-03-01 NA NA
I have added the intervals of each group (a, b, c,d) by ID. First, I have converted the start and end dates to lubridate intervals.
I want to plot the intervals and calculate the time difference in days between the end of each group and the start of next group if there is no overlap.
I tried to use IRanges package and converted the dates into integers (as used here (link)), but does not work for me.
ir <- IRanges::IRanges(start = as.integer((as.Date(df$a_min_date))), end = as.integer((as.Date(df$a_max_date))))
bins <- disjointBins(IRanges(start(ir), end(ir) + 1))
dat <- cbind(as.data.frame(ir), bin = bins)
ggplot(dat) +
geom_rect(aes(xmin = start, xmax = end,
ymin = bin, ymax = bin + 0.9)) +
theme_bw()
I got this error for my orginal df:
Error in .Call2("solve_user_SEW0", start, end, width, PACKAGE = "IRanges") :
solving row 1: range cannot be determined from the supplied arguments (too many NAs)
Does someone have another solution using other packages?
r ggplot2 dplyr iranges
r ggplot2 dplyr iranges
edited Mar 21 at 19:20
A1976
asked Mar 21 at 19:09
A1976A1976
246
246
Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21
add a comment |
Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21
Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21
add a comment |
1 Answer
1
active
oldest
votes
To my knowledge, IRanges is the best package out there to solve this problem.
IRanges needs range values (in this case dates) to compare and does not handle undefined values (NAs)
To solve this problem, I would remove all rows with NAs in df before doing the analysis.
df <- df[complete.cases(df[ , 1:2]),]
Explanation and other ways to remove NAs see Remove rows with all or some NAs (missing values) in data.frame.
If this does not fix the problem, you could convert the dates into integers. Important there is that the dates have the year-month-day format to result in correct intervals.
Example:
str <- "2006-06-26"
splitted<- unlist(strsplit(str,"-"))
[1] "2006" "06" "26"
result <- paste(splitted,collapse="")
[1] "20060626"
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
add a comment |
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1 Answer
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active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
To my knowledge, IRanges is the best package out there to solve this problem.
IRanges needs range values (in this case dates) to compare and does not handle undefined values (NAs)
To solve this problem, I would remove all rows with NAs in df before doing the analysis.
df <- df[complete.cases(df[ , 1:2]),]
Explanation and other ways to remove NAs see Remove rows with all or some NAs (missing values) in data.frame.
If this does not fix the problem, you could convert the dates into integers. Important there is that the dates have the year-month-day format to result in correct intervals.
Example:
str <- "2006-06-26"
splitted<- unlist(strsplit(str,"-"))
[1] "2006" "06" "26"
result <- paste(splitted,collapse="")
[1] "20060626"
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
add a comment |
To my knowledge, IRanges is the best package out there to solve this problem.
IRanges needs range values (in this case dates) to compare and does not handle undefined values (NAs)
To solve this problem, I would remove all rows with NAs in df before doing the analysis.
df <- df[complete.cases(df[ , 1:2]),]
Explanation and other ways to remove NAs see Remove rows with all or some NAs (missing values) in data.frame.
If this does not fix the problem, you could convert the dates into integers. Important there is that the dates have the year-month-day format to result in correct intervals.
Example:
str <- "2006-06-26"
splitted<- unlist(strsplit(str,"-"))
[1] "2006" "06" "26"
result <- paste(splitted,collapse="")
[1] "20060626"
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
add a comment |
To my knowledge, IRanges is the best package out there to solve this problem.
IRanges needs range values (in this case dates) to compare and does not handle undefined values (NAs)
To solve this problem, I would remove all rows with NAs in df before doing the analysis.
df <- df[complete.cases(df[ , 1:2]),]
Explanation and other ways to remove NAs see Remove rows with all or some NAs (missing values) in data.frame.
If this does not fix the problem, you could convert the dates into integers. Important there is that the dates have the year-month-day format to result in correct intervals.
Example:
str <- "2006-06-26"
splitted<- unlist(strsplit(str,"-"))
[1] "2006" "06" "26"
result <- paste(splitted,collapse="")
[1] "20060626"
To my knowledge, IRanges is the best package out there to solve this problem.
IRanges needs range values (in this case dates) to compare and does not handle undefined values (NAs)
To solve this problem, I would remove all rows with NAs in df before doing the analysis.
df <- df[complete.cases(df[ , 1:2]),]
Explanation and other ways to remove NAs see Remove rows with all or some NAs (missing values) in data.frame.
If this does not fix the problem, you could convert the dates into integers. Important there is that the dates have the year-month-day format to result in correct intervals.
Example:
str <- "2006-06-26"
splitted<- unlist(strsplit(str,"-"))
[1] "2006" "06" "26"
result <- paste(splitted,collapse="")
[1] "20060626"
edited Mar 22 at 8:53
answered Mar 21 at 19:46
scsscs
151116
151116
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
add a comment |
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I have exclude NAs, but did not help. Is there any other method using dplyr?
– A1976
Mar 21 at 23:44
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
I would simply convert the strings to integer for analysis (see example in my modified answer).
– scs
Mar 22 at 8:54
add a comment |
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Could you please provide a sample of the output?
– akash87
Mar 21 at 19:13
The figure that ggplo2 has created was empty. I have no real output. I want just to plot this intervals and see if there is any overlap.
– A1976
Mar 21 at 19:21