Hospitals across India are also experiencing oxygen shortages and in desperate need of supplies, with some forced to put up signs warning of a lack of supplies.
The country now has the greatest demand for oxygen out of all other low, lower-middle and upper-middle-income countries, according to the PATH Oxygen Needs Tracker.
Demand has been growing between 6%-8% each day, according to PATH, an organisation that works with global institutions and businesses to tackle health problems.
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"They are not getting oxygen and they are dying on the roads," he said.
Typically, healthcare facilities consume about 15% of oxygen supply in India, leaving the rest for industrial use.
But amid India's second wave, nearly 90% of the country's oxygen supply - 7,500 metric tonnes daily - is being diverted for medical use, according to Rajesh Bhushan, a senior health official.