Displaying 20 results from an estimated 10000 matches similar to: "How to import time-series data"
2012 Oct 04
4
Class for time series
Dear all,
I have a time serie dataset such as the following with data acquired
every 15 minutes:
Date Heure Profondeur Temp?rature Salinit? Turbidit? Chloration
1 2012-07-06 08:47:22 -0.144 22.469 0.011 0.000 0
2 2012-07-06 09:02:21 -0.147 22.476 0.011 0.000 0
3 2012-07-06 09:17:21 -0.139 22.498 0.011 19.323 0
4 2012-07-06
2011 Mar 02
1
Create a zoo/xts Time Series with Millisecond jumps
Is there a easy way to create the time index for a zoo/xts object for every
100 milliseconds.
eg. time Index would be:
10:00:00:100
10:00:00:200
10:00:00:300
10:00:00:400
I am looking to build an empty zoo/xts object with time index from 10am to
3pm, index jumps by 100ms each row.
Thanks,
Chris
--
View this message in context:
2011 Jul 26
2
Calculate the latest Z-score of all zoo time series
Hello,
I have a population of 2000+ zoo time series (but my environment also
contains objects that are not zoo time series). I'm trying to calculate the
latest 90 days Z-Score of all zoo time series, using the following code:
LZS<-function(ser) {
temp<-window(ser,start=Sys.Date()-90)
last((temp-mean(temp))/sd(temp))
}
sapply(ls(), LZS )
The LZS function works on individual zoo time
2018 Jan 28
1
Plotting quarterly time series
Using Achim's d this also works to generate z where FUN is a function used
to transform the index column and format is also passed to FUN.
z <- read.zoo(d, index = "time", FUN = as.yearqtr, format = "Q%q %Y")
On Sun, Jan 28, 2018 at 4:53 PM, Achim Zeileis <Achim.Zeileis at uibk.ac.at> wrote:
> On Sun, 28 Jan 2018, phil at philipsmith.ca wrote:
>
>> I
2018 Jan 28
2
Plotting quarterly time series
I have a data set with quarterly time series for several variables. The
time index is recorded in column 1 of the dataframe as a character vector
"Q1 1961", "Q2 1961","Q3 1961", "Q4 1961", "Q1 1962", etc. I want to
produce line plots with ggplot2, but it seems I need to convert the time
index from character to date class. Is that right? If so, how
2010 Nov 01
2
Post-processing of approximated irregular time series
Hi all,
Issue: I merged two zoo objects (a regular and an irregular). After the merge I used the function 'na.approx' to have also values in the resolution of the regular time series.
Problem: After approximation some rows at the beginning or at the end of the zoo objects disappear due to the 'na.approx' algorithm. Now I just want to have all the rows of the regular time series
2018 Jan 28
0
Plotting quarterly time series
On Sun, 28 Jan 2018, phil at philipsmith.ca wrote:
> I have a data set with quarterly time series for several variables. The
> time index is recorded in column 1 of the dataframe as a character
> vector "Q1 1961", "Q2 1961","Q3 1961", "Q4 1961", "Q1 1962", etc. I want
> to produce line plots with ggplot2, but it seems I need to
2011 Jan 06
1
[zoo] - Individual zoo or data frames from non-continuous zoo series
#Is there a way to break the below zoo object into non-NA data frames
algorithmically
#this is a small example of a much larger problem.
#It is really no even necessary to have the continuous chunks
#end up as zoo objects but it is important to have them end
#up with the index column.
#thanks for all of your help in advance, and
#if you need anything else please let me know
library(zoo)
ind.
2010 Dec 21
1
lm() on a matrix of zoo series
I have a matrix of zoo series. each series is in a column.
x <- as.yearmon(2000 + seq(0, 23)/12)
# 24 months of data, lets make 20 sets of random data
testData <- matrix(rnorm(480),ncol=20)
# make a zoo object and columns will hold the 20 series
TestZoo <- zoo(testData,order.by=x)
# now run lm for just one series.
m <- lm(TestZoo[,1]~time(TestZoo))$coeff[2]
m
time(TestZoo)
2013 Mar 05
1
ggplot2: two time series with different dates in a single plot
Hi
Using the ggplot2 package, I would like to obtain a plot that contains two
time series that have data points on different dates.
For instance, one data frame looks like:
date1, value1
2010-01-05, 2921.74
2010-01-08, 2703.89
2010-01-14, 3594.21
2010-01-20, 3659.22
The other data frame looks like
date2, value2
2010-01-01, 285.85
2010-01-02, 229.20
2010-01-05, 333.91
2010-01-06, 338.27
2011 Jan 18
1
Semi-Regular Time Series with Missing Values
Hi,
I'm trying to make a ts object that has both NA values and a frequency other
than 1 (so I can use stl). I've tried all permutations I can think of, but
cannot get the desired (expected?) results.
The values live in x and the corresponding semi-regular time stamps are in
t:
> library('zoo')
> z = zoo(x, order.by=t, frequency=24)
> zzr = as.zooreg(z, start=0)
> zr
2011 May 23
3
getting time series into r
Hi,
I am trying to get the following two timeseries (these are small subsets of the whole thing) into R so I can merge them using zoo.
Timeseries 1=[ Date Count
9/28/2003
1505
10/5/2003
1535
2011 Apr 03
1
R-project: plot 2 zoo objects (price series) that have some date mis-matches
I have 2 zoo objects -
1) Interest rate spread between 10-YR-US-Treasury and 2-YR-US-Treasury
(object name = sprd)
2) S&P 500 index (object name = spy)
> str(spy)
?zoo? series from 1976-06-01 to 2011-03-31
Data: num [1:8791] 99.8 100.2 100.1 99.2 98.6 ...
Index: Class 'Date' num [1:8791] 2343 2344 2345 2346 2349 ...
> str(sprd)
?zoo? series from 1976-06-01 to 2011-03-31
2011 Feb 16
2
leap years in temporal series command ts
Hi R community!
I'd like to create a temporal series with ts command for the interval
1st January 2002 - 31 December 2008. I have daily values, so this is a
2557 days temporal series. I'm using this command :
ts(observations, start=2002, end=2009, freq=365)
However, I don't get the correct temporal series since both frequency
(365 OR 366 for leap years) and deltat (1/365 OR
2011 May 15
3
Adding dates to time series
Hi there,
I have a spreadsheet in excel which consists of first column of dates and
then subsequent columns that refer to prices of different securities on
those dates. (the first row contains each series name)
I saved the excel file as type csv and then imported to excel using
prices=read.csv(file="C:/Documents and Settings/Hugh/My Documents/PhD/Option
prices.csv",header = TRUE, sep
2012 Aug 03
1
How can I read time series data to create zoo objects if I have two title lines?
Hello,
This is a standard example in which I read the time series data from a
csv file and create a zoo object:
x0 <- read.csv(file="CPI.csv", header=TRUE)
time_0<-as.yearmon("1981-01")+(0:371)/12
x0zoo<-zoo(x0, time_0)
The data look like this:
TIME CPI CPI_food CPI_Clothes CPI_House CPI_Rent 198101 62.1 55.34
103.45 65.24 61.43 198102 63.16 56.95
2011 Mar 18
1
time series from timed data
Hi,
I have data with multiple sub-second entries:
2011/03/15 09:32:15.035619,-0.403103,1.09664,48.6,126.92,117.32
2011/03/15 09:32:15.069331,-0.39851,1.09874,48.6,126.92,117.32
2011/03/15 09:32:15.289135,-0.402463,1.10084,48.59,126.92,117.32
2011/03/15 09:32:15.296110,-0.450244,1.10063,48.59,126.92,117.32
2011/03/15 09:32:15.451358,-0.438813,1.10273,48.59,126.93,117.32
2011/03/15
2017 Oct 06
2
Time series: xts/zoo object at annual (yearly) frequency
Hi,
I'd like to make a time series at an annual frequency.
> a<-xts(x=c(2,4,5), order.by=c("1991","1992","1993"))
Error in xts(x = c(2, 4, 5), order.by = c("1991", "1992", "1993")) :
order.by requires an appropriate time-based object
> a<-xts(x=c(2,4,5), order.by=1991:1993)
Error in xts(x = c(2, 4, 5), order.by =
2012 Feb 17
1
time series manipulation what functions are "best"
Newbie question - mechanical engineer trying to learn R
I've had success with plotting time series data and even made a heat map
using R Graphs Cookbook by Mittal.
I have a new problem - I need to align a number of time series data
"columns" to the desired regular exact time stamp vector. The target time
vector could be finer or more course than the typical time stamp spacing
found.
2012 Feb 08
1
"Zoomable" time series plots
Not sure if the question is appropos, but I have multiple csv's which
are read into an xts object, corresponding to telemetry data
(accelerometer, magnetometer/compass, and gyroscope). For examination,
it would be ?ber useful if plot.zoo (or something similar) allowed me
to zoom in and out of a subset of the time axes.
--
Sent from my mobile device
Envoyait de mon portable