How to plot average day from monthly data
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Hi!
I have monthly data containing vehicle's flow (vehicles/min) during one month. How can I get one plot showing the average vehicles per minute during the day. In other words, I need to plot the average flow (veh/min) every minute in an average day.
my data looks something like this
Flow - timestamp
23veh - 01/01/14 00:00
24veh - 01/01/14 00:01
17veh - 01/01/14 00:02
32veh - 01/01/14 00:03
...
14veh - 01/01/14 23:59
19veh - 02/01/14 00:00
25veh - 02/01/14 00:01
...
24veh - 31/01/14 23:59
Thank you in advance for your help
3 Comments
Star Strider
on 10 Apr 2014
Are your data ‘something like’ what you posted or exactly like what you posted? Is the string ‘veh’ part of the data?
Abraham
on 10 Apr 2014
dpb
on 10 Apr 2014
See below...it's no problem, it's an ASCII file. I pasted a few lines of your posted file and tested the read, even.
Answers (2)
dpb
on 10 Apr 2014
[v,d,m,y,h,mn]=textread('abe.dat','%dveh - %2d/%2d/%2d %2d:%2d','headerlines',1);
vbar=mean(reshape(v,24*60,[]));
plot(vbar)
Ain't Matlab easy (and fun) ??? :)
Azzi Abdelmalek
on 12 Apr 2014
fid=fopen('file.txt')
data=textscan(fid,'%s %s %s %s')
fclose(fid)
flow=cellfun(@(x) str2double(regexp(x,'[0-9]+(\.)?([0-9]+)?','match')),data{1},'un',0)
date1=cellfun(@(x,y) [x ' ' y],data{3},data{4},'un',0)
date2=datevec(date1,'dd/mm/yy HH:MM')
a=date2(:,1:3)
[ii,jj,kk]=unique(a,'rows')
b=accumarray(kk,cell2mat(flow),[],@mean)
f=cellstr(datestr([ii zeros(size(ii,1),3)],'dd/mm/yyyy'))
out=[f num2cell(b) ]
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