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Matrix Transpose Calculator

Find A^T by swapping rows and columns

Matrix A

Matrix Transpose Formula

(A^T)ij = Aji
Rows of A become columns of A^T

The transpose operation reflects a matrix across its main diagonal. It preserves diagonal entries and swaps each off-diagonal pair across the diagonal.

Transpose works for rectangular matrices too, but this page focuses on 2x2 and 3x3 square matrices to match the site matrix style.

What Is Matrix Transpose?

The transpose of a matrix changes the orientation of its entries by interchanging rows and columns. It is one of the most common basic operations in linear algebra.

Swap Indexes

Entry a_ij moves to position a_ji.

Diagonal Fixed

Main diagonal entries remain unchanged.

Symmetry Check

A equals A^T exactly when A is symmetric.

Common Operation

Transpose appears in products, projections, and data matrices.

Example: For A = [[1,2],[3,4]], the transpose is A^T = [[1,3],[2,4]].

Applications of Matrix Transpose

Dot Products Covariance Matrices Orthogonal Matrices Data Tables Linear Algebra

Frequently Asked Questions

What is a matrix transpose calculator?
It finds A^T by turning the rows of a matrix into columns and the columns into rows.
What is the transpose formula?
The transpose is defined by (A^T)ij = Aji, meaning the entry at row i column j becomes row j column i.
How do I use this transpose calculator?
Enter a 2x2 or 3x3 matrix and press Calculate. The tool returns the transposed matrix and the step logic.
Does transpose change the diagonal?
No. Diagonal entries stay in place because row and column indexes are the same on the diagonal.
Where is matrix transpose used?
Transpose is used in dot products, normal equations, covariance matrices, orthogonal matrices, and linear algebra proofs.

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