"It just shows the strength of India-Australia relationship even if India beats us in Cricket World Cup 2015. His visit is very very significant," Victorian Multicultural Minister Matthew Guy said while flagging off the Sydney bound "Modi Express" train from Southern Cross Station.
The passengers travelling through the special train will attend Modi's first public address in Sydney tomorrow.
"His presence is hugely important and the respect one sees from the local Indian community shows how much Modi is admired here," Guy said.
Guy flagged off the train by holding a Indian tricolour while hundreds of Indians shouted pro Modi slogans.
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The four bogies of the train will cover over 800 kilometres to reach Sydney early tomorrow morning where the passengers would later attend a massive community reception to be addressed by Modi.
Hundreds of Indians came to see off the train commencing its historic journey while passengers left the station amid festive atmosphere wearing Modi T-shirts and carrying flags and Modi posters.
A 60-year-old Indian couple - Bhupider and Gunni Singh, who specially flew from Adelaide to be a part of this historic journey, said Modi is their leader and has given them hope.
The passengers would be served with free vegetarian food named after Modi.
Spokesperson of Overseas friends of BJP Victoria Ashwin Bora said Modi's visit is building up profile for Indian diaspora here.
"Modi has got all of us together and we are seeing Indians as one large community," said Bora.
Modi is the first Indian Prime Minister to visit Australia in 28 years.