Paniqui is a municipality in the landlocked province of Tarlac.

The municipality has a land area of 105.16 square kilometers or 40.60 square miles which constitutes 3.45% of Tarlac’s total area. Its population as determined by the 2020 Census was 103,003. This represented 6.85% of the total population of Tarlac province, or 0.83% of the overall population of the Central Luzon region. Based on these figures, the population density is computed at 979 inhabitants per square kilometer or 2,537 inhabitants per square mile.