Here you can find a collection of test data. I present the real and synthetic data:
Synthetic data with average constant value
Synthetic data with upregulated constant value
Synthetic data with constant value on rows
Synthetic data with constant value on columns
Synthetic data with plaid values
Synthetic data with scaled values