Create a heatmap showing average Variance_pct for each Department (rows) across each Month (columns) to identify periods and departments with consistently high or low budget variances.
2025-08-25T12:26:27.362000 image/svg+xml Matplotlib v3.8.4, https://matplotlib.org/ 2024-01-01 2024-02-01 2024-03-01 2024-04-01 2024-05-01 2024-06-01 2024-07-01 2024-08-01 2024-09-01 2024-10-01 2024-11-01 2024-12-01 Month Customer Success Finance HR IT Marketing Operations R&D Sales Department 0.08 -0.04 -0.00 -0.04 -0.04 -0.08 0.02 0.00 -0.08 -0.04 0.07 -0.05 0.05 -0.06 0.00 0.04 0.06 -0.03 -0.05 0.04 0.06 -0.03 -0.07 0.08 0.02 0.07 0.05 -0.06 0.07 0.01 0.06 0.07 -0.03 -0.07 -0.05 -0.01 0.09 0.08 0.01 0.07 -0.06 -0.04 0.04 0.06 0.06 -0.02 0.07 0.06 0.03 0.02 0.06 -0.06 -0.02 -0.06 0.05 -0.01 -0.05 0.01 -0.08 0.06 -0.04 0.01 -0.06 0.05 -0.08 0.09 0.05 -0.05 -0.09 0.06 0.04 0.04 -0.01 -0.07 0.04 0.05 0.01 0.05 -0.00 0.00 -0.01 -0.09 -0.07 -0.08 -0.06 -0.04 0.00 -0.01 -0.04 0.02 -0.06 -0.04 -0.02 -0.01 0.05 -0.05 Average Variance % by Department and Month −0.08 −0.06 −0.04 −0.02 0.00 0.02 0.04 0.06 0.08
Created 8/25/2025

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