generate a code that performs a linear regression of a text file in matlab

main.m
% Load data from text file
data = load('data.txt');

% Separate data into X and Y variables
X = data(:, 1);
Y = data(:, 2);

% Plot the data for visualization
scatter(X, Y);
xlabel('X');
ylabel('Y');

% Perform linear regression
coefficients = polyfit(X, Y, 1);
intercept = coefficients(2);
slope = coefficients(1);

% Plot the regression line
hold on
plot(X, slope*X + intercept, '-r');
legend('Data', 'Linear Regression', 'Location', 'best');
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