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Required elements: 1. A global average of E. Coli for all year for all the beach

ID: 3547585 • Letter: R

Question



Required elements:

1. A global average of E. Coli for all year for all the beaches and all the lakes sampled (one single average

for all).

2. The average levels of E. Coli for each beach for the entire year (one average per beach).

3. The average levels of E. Coli for each lake (all beaches) for the entire year (one average per lake).

4. A graph combining individual data for all beaches and for all months (graph from raw data

Lake Beach Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Ontario Cherry Beach 11.2 12.3 12.1 13.4 15.3 23.3 34.2 33.2 23.4 21.1 19.9 13.1 Ontario Sandbanks 11.1 9.2 13.1 14.1 17.1 34.3 23.3 44.4 32.1 12.5 23.3 23.3 Ontario Sunnyside Beach 41.1 31.1 42.2 43.3 53.3 65.5 66.6 75.3 43.3 32.2 21.1 43.3 Erie Port Colborne 21.2 22.3 32.1 33.4 35.3 53.3 54.2 43.2 23.4 21.9 39.9 3.1 Erie Port Dover 11.1 12.1 13.1 14.1 15.1 17.1 16.1 18.1 16.1 11.1 10.1 9.1 Erie Port Burwell 21.1 22.1 23.2 45.3 11.1 34.1 32.1 32.1 45.1 12.1 13.1 8.1 Erie Port Stanley 20.1 21.1 22.2 44.3 10.1 33.1 31.1 31.1 44.1 11.1 12.1 7.1 Huron Sauble Beach 19.1 20.1 21.2 43.3 9.1 32.1 30.1 30.1 43.1 10.1 11.1 6.1 Huron Kincardine 18.1 19.1 20.2 42.3 8.1 31.1 29.1 29.1 42.1 9.1 10.1 5.1 Huron Wasaga Beach 17.1 18.1 19.2 41.3 7.1 30.1 28.1 28.1 41.1 8.1 9.1 4.1 Huron Pinery 16.1 17.1 18.2 40.3 6.1 29.1 27.1 27.1 40.1 7.1 8.1 3.1

Explanation / Answer

I have stored the data you have posted in a exel sheet named: 'chegg.xlsx'


For 1 to 7 questions--> questions code is below i have posted.

7) All the recommendations are stored in 'recommendation' cell. I have clearly explained using the comments in the code.

8)Fit is almost same for last 6 lakes.it can be seen from the first graph with title:'A graph combining individual data for all beaches and for all months'.

please give rating . :)


data=xlsread('chegg.xlsx');


global_average=sum(data(:))/(11*12); %% for global average we have to divide by total number of data.

%% there are 11 beaches and 12 months so total data is 11*12

  

average_per_beach=zeros(1,11); %% 'average_per_beach stores the averages for each beach.

%%As there are 11 beaches iam initialising the array to zeros.


for i=1:11

average_per_beach(i)=sum(data(i,:))/12;

  

end


average_per_lake=zeros(1,3);


for i=1:3;

if(i==1)

average_per_lake(i)= sum(data(1:3))/(3*12);

end

if(i==2)

average_per_lake(i)= sum(data(4:7))/(4*12);

end

if(i==3)

average_per_lake(i)= sum(data(8:11))/(4*12);

end

end


%%A graph combining individual data for all beaches and for all months

diff_col=jet(11);

figure

title('A graph combining individual data for all beaches and for all months');

for i=1:11

hold on

plot(data(i,:),'color',diff_col(i,:),'marker','o');

end

legend({'Cherry Beach','Sandbanks','Sunnyside Beach','Port Colborne','Port Dover','Port Burwell','Port Stanley','Sauble Beach','Kincardine','Wasaga Beach','Pinery'});


%% 5.A month-by month average of E. Coli for each lake


diff_col=jet(3);

month_avg_per_lake=zeros(3,12);

figure

title('month avg per lake');

for i=1:3

if(i==1)

month_avg_per_lake(i,:)=sum(data(1:3,:))/3;

end

  

if(i==2)

month_avg_per_lake(i,:)=sum(data(3:7,:))/4;

end

  

if(i==3)

month_avg_per_lake(i,:)=sum(data(8:11,:))/4;

end

hold on

plot(month_avg_per_lake(i,:),'color',diff_col(i,:));

end

legend({'Lake Ontario','Lake Erie','Lake Huron'});


%%6. A month-by month average of E. Coli for all lakes with a graph


diff_col=jet(12);

month_by_month_avg=zeros(1,12);

figure


for i=1:12

month_by_month_avg(i)=sum(data(:,i))/12;

end

x=1:12;

stem(x,month_by_month_avg); %%% numbers in x-axis represent month 1-jan,2-feb etc..

%legend({'Jan','Feb','March','April','May','June','July','Aug','Sept','Oct','Nov','Dec'});

title('month by month avg');

%%Calculating recommendations

recommendation=cell(11,12); %% recommendation call stores the strings 'close beach' or 'open beach' .

%%each element of the call represent the

%%correspoding month and lake

%%recommendation{i,j} represents lake ontario

%%and january month

  

for i=1:11

for j=1:12

if(data(i,j)>=50)

recommendation{i,j}='close beach';

else

recommendation{i,j}='open beach';

end

end

end


%% fit for lakes


  

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