New York City and Los Angeles have vastly larger homeless populations than any other cities in the country. But while most of New York's homeless population is sheltered, the same can't be said about Los Angeles. Just take a look at this chart. (You'll have to scroll all the way down to see where they fall.)

The above chart was created by data visualizer Seth Kadish analyzing statistics from the U.S. Department of Housing and Urban Development. The data is somewhat limited because it's based on "point-in-time" estimates recorded on a single night in January 2013.

Patrick Markee, senior policy analyst at the Coalition for the Homeless, credits New York's low rate to the state's "strong tradition of shelter and legal protections for the homeless."

"The story here is basically different governing philosophies," Markee told The Huffington Post. SUBSCRIBE AND FOLLOW BUSINESS Get the top stories emailed every day. Newsletters may offer personalized content or advertisements. Privacy Policy Newsletter Please enter a valid email address Thank you for signing up! You should receive an email to confirm your subscription shortly. There was a problem processing your signup; please try again later Twitter

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Climate, of course, does influence shelter rates. But Markee pointed out that even in states with seemingly warm climates, risks remain. Florida is ranked as the most dangerous state in America for the homeless, according to the National Coalition for the Homeless, due to the high number of hate crimes committed against the homeless in the state.

"You can still die of hypothermia in Los Angeles," Markee added.

On the whole, New York State does a much better job sheltering its homeless than most other states:

Markee pointed out that the data portrayed in the map may be a bit more optimistic than what's really out there because of how difficult it is to tally the total number homeless people not in shelters.

"For a lot of us working on the ground, we see that the numbers don’t match," Markee said. "It's an undercount."

The number of homeless families in New York City has increased by a staggering 84 percent since 2002, according to research by the coalition.