How do I sum the values of sections of a table?

19 次查看(过去 30 天)
Hi there. I have this data, for which I created a new vector called schoolyear. How do I sum the total number of students for each schoolyear and save each value into a new vector or matrix?
So for example, the new vector totalstudents should read: 50, 66.
One suggestion I have been given is to use a for loop with possibly an if/then.
Note this is a sample of a much larger data set.
Thank you.
clc;
close all;
clear all;
table_a = readtable('Data1.xlsx');
%Create the new vector, schoolyear
for i = 1:height(table_a)
if table_a.month(i)>=8
schoolyear(i) = table_a.year(i) + 1;
else
schoolyear(i) = table_a.year(i);
end
end
table_a.schoolyear = schoolyear(:)
table_a = 9×5 table
month day year students schoolyear _____ ___ ____ ________ __________ 8 7 2000 12 2001 9 8 2000 14 2001 9 9 2000 13 2001 3 11 2001 11 2001 8 3 2001 17 2002 12 15 2001 14 2002 2 2 2002 10 2002 5 1 2002 9 2002 7 3 2002 16 2002

采纳的回答

Tushar Behera
Tushar Behera 2023-2-8
Hi Macy,
I believe you want to group the students by the year and find the total.
This can be acheived by using the function "splitapply". This function apply a function to a group of data. For example:
clc;
close all;
clear all;
table_a = readtable('Data1.xlsx');
%Create the new vector, schoolyear
for i = 1:height(table_a)
if table_a.month(i)>=8
schoolyear(i) = table_a.year(i) + 1;
else
schoolyear(i) = table_a.year(i);
end
end
table_a.schoolyear = schoolyear(:)
g=findgroups(table_a.schoolyear)%find the groups in the data
grouped_students_total= splitapply(@sum, table_a.students, g);%get the sum from the groups
Here in "grouped_students_total" you will find your desired result. To know more about "splitapply" you can follow the following documentation:
I hope this resolves your query.
Regards,
Tushar

更多回答(1 个)

Voss
Voss 2023-2-8
table_a = readtable('Data1.xlsx');
%Create the new vector, schoolyear
for i = 1:height(table_a)
if table_a.month(i)>=8
schoolyear(i) = table_a.year(i) + 1;
else
schoolyear(i) = table_a.year(i);
end
end
table_a.schoolyear = schoolyear(:);
Here's one way:
table_summary = groupsummary(table_a,'schoolyear',@sum,'students')
table_summary = 2×3 table
schoolyear GroupCount fun1_students __________ __________ _____________ 2001 4 50 2002 5 66

类别

Help CenterFile Exchange 中查找有关 Numeric Types 的更多信息

产品


版本

R2022b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by