The quake, measuring 4.0 on the Richter scale, struck at around 12:57 pm, the Met office said.
Panic-stricken people rushed out of their homes and offices as the tremor lasted nearly 10 seconds.
There were no immediate reports of any loss of life or damage to property, officials said.