How to get mean / averaged values among of duplicated data array?
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Hi, Community
I have a question about how to get mean value among of duplicated data array. So i have this data for example :
{TIME} {DATA}
2015-11-08 12:00:00 31.68
2015-11-08 12:01:00 37.67
2015-11-08 12:02:00 36.66
2015-11-08 12:03:00 39.66
2015-11-08 12:04:00 31.15 %% Duplicated Time Data
2015-11-08 12:04:00 33.75 %% Duplicated Time Data
2015-11-08 12:04:00 35.65 %% Duplicated Time Data
2015-11-08 12:04:00 39.75 %% Duplicated Time Data
2015-11-08 12:05:00 39.64
2015-11-08 12:06:00 31.64
2015-11-08 12:07:00 31.63
2015-11-08 12:08:00 31.62
2015-11-08 12:09:00 41.81
2015-11-08 12:10:00 31.61 %% Duplicated Time Data
2015-11-08 12:10:00 41.51 %% Duplicated Time Data
2015-11-08 12:10:00 38.61 %% Duplicated Time Data
2015-11-08 12:10:00 33.61 %% Duplicated Time Data
2015-11-08 12:11:00 30.60
The data above is a timetable array with variable data in each of timestamp data. I want to automatically change the duplicated timestamp data to become 1 timestamp data by averaging the data in each of those duplicated data's variables. In this case, i want to change all of four (4) duplicated 2015-11-08 12:04:00 timestamp data's variable to become 1 data (2015-11-08 12:04:00) instead by averaging :
31.15
33.75
35.65
39.75
---------- +
140.3 / 4 = 35.075
And implemented to the duplicated 2015-11-08 12:10:00 timestamp data's variable also automatically, so the data become :
{TIME} {DATA}
2015-11-08 12:00:00 31.68
2015-11-08 12:01:00 37.67
2015-11-08 12:02:00 36.66
2015-11-08 12:03:00 39.66
2015-11-08 12:04:00 35.075 %% Duplicated Time Data
2015-11-08 12:05:00 39.64
2015-11-08 12:06:00 31.64
2015-11-08 12:07:00 31.63
2015-11-08 12:08:00 31.62
2015-11-08 12:09:00 41.81
2015-11-08 12:10:00 36.335 %% Duplicated Time Data
2015-11-08 12:11:00 30.60
Could it possible to create a code or function to do that? Iam very grateful if anyone would lend me a hand to help me in solve my probleme here... Thank you so much, Everyone.... /.\ /.\ /.\
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Accepted Answer
Simon Chan
on 26 Mar 2022
Use function groupsummary
opts = detectImportOptions('demo.txt');
opts.VariableNames = {'Time','Data'};
T = readtable('demo.txt',opts);
groupsummary(T,'Time','mean')
2 Comments
Simon Chan
on 26 Mar 2022
Hi Tyann, the function ignore NaN value as well.
See the example where I modified the .txt file a little bit.
opts = detectImportOptions('demo.txt');
opts.VariableNames = {'Time','Data'};
T = readtable('demo.txt',opts)
groupsummary(T,'Time','mean')
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