While most of the Holi celebrations are planned for the coming weekend, the ones held this past weekend have attracted hundreds of people.
US lawmakers too are now greeting Indian-Americans on the occasion that has gained quite a following among youth and non-Indians.
"The festival of Holi, known as the Festival of Colours, is a time for communities to come together after the long winter months and celebrate the coming of spring," Congressman Joe Crowley said in a statement greeting people on the occasion.
"While Holi's origins are in India, the festival has become a tradition celebrated by many in the United States."
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"Today, Hindus, Jains, Sikhs and Buddhists will join family and friends to observe Holi through dance, music, meals, the lighting of bonfires celebrating goodness over evil and the tossing of vibrant coloured powders into the air, in a grand celebration of peace, friendship, and harmony," Crowley said.
Running into its fifth annual Holi festival, this year's theme was "Green Holi", which stressed on the use of new herbal and non-toxic colours.
"I was here last year and this year the crowd seemed more enthusiastic. It was a well managed event and there were no issues all day which is surprising considering the number of attendees," Lt Aaron Slater said.
"I have never seen such a large number of non-Indian participating in Indian festival," said Vijay Pallod, another Houston resident.
The Barsana Dham in Austin Texas, which celebrates Holi in the traditional "Braj way" will mark it on March 30.