The vast majority of Americans are unprepared or under-prepared for a natural disaster. At least that's what they said in a recent poll from Business Insider partner MSN.

MSN surveyed Americans on their emergency preparedness. It then used machine learning and big data, such as the census, to model how a representative sample of the US would have responded.

It's as accurate as a traditional scientific survey, MSN said.

According to the poll, only three in ten Americans say they have an emergency preparedness kit, 42 percent of Americans say they're not at all prepared for a disaster, and 46 percent say they're only prepared a little.

What's perhaps more troubling, some parts of America are even less prepared than this.

In 16 states, 25 percent or fewer residents said they have an emergency preparedness kit. In those same states, almost half of the population said they're not at all prepared for disaster, while more than 40 percent said they're a little prepared.

States prone to disasters tend to be more concerned about disasters. The majority of South Carolinians, for example, say they understand the need to prepare for hurricanes.

Unsurprisingly, South Carolina is also one of the most prepared states.

But this isn't always the case. Families in Washington, DC – which is considered a high-risk area for natural disasters – are the least likely to have an emergency kit or to report being prepared for a disaster.

While flooding, hurricanes, and other disasters are less likely in certain areas, scientists say that climate change will destabilize the weather patterns we've come to expect.

A climate change report by scientists from 13 federal agencies concluded that the hurricanes will increase in the Atlantic, Pacific, and eastern North Pacific. A hotter, drier climate is also starting to exacerbate wildfires, like the destructive ones in California last year.

The costliest year on record for natural disasters was 2017, with US$306 billion spent nationwide to provide aid and relief and recuperate weather-related damage

And rising sea levels could flood Facebook's headquarters, Harvard Business School, New Orleans, and other major US cities and institutions.

Here's where preparation for "the new normal" is lacking the most across the US.

Connecticut

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 46%

Washington, DC

Per cent with an emergency kit: 23%

Per cent who say they're "not at all" prepared for a natural disaster: 50%

Delaware

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 49%

Illinois

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 48%

Indiana

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 47%

Massachusetts

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 47%

Maryland

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 49%

Maine

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 46%

Michigan

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 47%

New Jersey

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 49%

New York

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 49%

Ohio

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 47%

Pennsylvania

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 48%

Rhode Island

Per cent with an emergency kit: 24%

Per cent who say they're "not at all" prepared for a natural disaster: 48%

Vermont

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 47%

Wisconsin

Per cent with an emergency kit: 25%

Per cent who say they're "not at all" prepared for a natural disaster: 46%

This article was originally published by Business Insider.

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