sweetapricity/bridgedeck-noaa huggingface dataset:
A massive Arctic air mass spread across much of the eastern U.S. behind a strong cold front on February 14th.  This front brought high winds, bitterly cold Arctic air, and upslope accumulating snow showers to the mountains of eastern West Virginia, southwest and west central Virginia, and northwest North Carolina.  The combination of the bitterly cold temperatures in the single digits to near -10F at the higher elevations of the mountains combined with northwest winds of 20 to 40 mph produced dangerously low wind chills during the early morning hours of the 15th.  Here is a sample of some of the lowest wind chill readings reported from the northwest North Carolina counties within the forecast area:
Watauga County - Boone recorded wind chill readings of -20F to -26F in the 2 am EST to 815 am EST time frame,
Ashe County - West Jefferson recorded wind chill readings of -20F to -26F in the 2 am EST to 930 am EST time frame.

Extreme Cold/Wind Chill in WATAUGA, NORTH CAROLINA
From 15-FEB-15 01:55:00 to 15-FEB-15 08:15:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: AWOS

Dangerously low wind chills readings of -20F to -26F were observed during this time frame from the Boone AWOS (KTNB).

Extreme Cold/Wind Chill in ASHE, NORTH CAROLINA
From 15-FEB-15 01:55:00 to 15-FEB-15 09:35:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: AWOS

Dangerously low wind chills of -20F to -26F were observed at the West Jefferson AWOS (KGEV) within the time frame of 155 am EST to 935 am EST.
An intense low pressure system moved quickly east across the central Rockies and plains. Snow developed over western Nebraska, with total amounts of three to six inches. Strong and gusty northwest winds produced considerable blowing and drifting snow, with blizzard conditions observed over the southern Nebraska Panhandle, including Interstate 80 from the Wyoming border east through Sidney.

Blizzard in CHEYENNE, NEBRASKA
From 10-NOV-15 19:00:00 to 11-NOV-15 08:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

Three to five inches of snow combined with wind gusts to 45 mph produced blizzard conditions along Interstate 80.

Winter Storm in BANNER, NEBRASKA
From 10-NOV-15 19:00:00 to 11-NOV-15 08:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Three to six inches of snow was reported countywide.  Strong wind gusts of 35 to 45 mph produced visibilities as low as a quarter mile in blowing and drifting snow.

Winter Storm in MORRILL, NEBRASKA
From 10-NOV-15 19:00:00 to 11-NOV-15 08:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Law Enforcement

Three to six inches of snow was reported countywide. Strong wind gusts of 35 to 45 mph produced visibilities as low as a quarter mile in blowing and drifting snow.

Blizzard in KIMBALL, NEBRASKA
From 10-NOV-15 19:00:00 to 11-NOV-15 08:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Department of Highways

Three to five inches of snow combined with wind gusts to 45 mph produced blizzard conditions along Interstate 80.
Cold arctic high pressure centered over the Great Lakes, combined with low pressure tracking off the coast of South Carolina produced snow and ice over the region.

Winter Weather in INLAND HORRY, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Freezing rain fell across the county, with one to two tenths of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in COASTAL HORRY, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: ASOS

Freezing rain fell across the county, including the coast, with one to two tenths of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in DARLINGTON, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Snow began falling before dawn, with less than a half inch of accumulation noted across the county.  The snow transitioned to freezing rain by afternoon, with a tenth of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in MARLBORO, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Snow began falling before dawn, with less than a half inch of accumulation noted across the county.  The snow transitioned to freezing rain by afternoon, with a tenth of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in DILLON, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Snow began falling before dawn, with less than a half inch of accumulation noted across the county.  The snow transitioned to freezing rain by afternoon, with a tenth of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in MARION, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Light snow began falling before dawn, with with a tenth of an inch of accumulation noted across the county.  The snow transitioned to freezing rain by afternoon, with a tenth of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in WILLIAMSBURG, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Freezing rain fell across the county, with one to two tenths of an inch of ice accumulation reported, mainly on trees and metal surfaces.

Winter Weather in FLORENCE, SOUTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 20:00:00 (EST-5)
Reported by: Emergency Manager

Light snow began falling before dawn, with trace accumulations noted across the county.  The snow transitioned to freezing rain by afternoon, averaging around a tenth of an inch of ice accumulation, mainly on trees and metal surfaces.  There was an isolated report of two tenths of ice accumulation at the Florence airport.
A new arctic air mass following the passage of a cold front caused two people to die from hypothermia in the local Philadelphia area on the 5th. In Philadelphia, a 68-year-old man was found dead in his unheated home.  In Lower Merion Township (Montgomery County), a 93-year-old woman suffering from dementia was found dead in her driveway.  The combination of west to northwest winds of 10 to 15 mph and the same arctic air mass over the Poconos also produced wind chill factors of around 15 degrees below zero during the morning of the 6th. Actual air temperatures were close to zero. While the winds continued during the day on the 6th, air temperatures rose into the double digits. The lowest hourly wind chill factor at Mount Pocono (Monroe County) was 16 degrees below zero while the actual low temperature on the morning of the 6th was zero.  The overnight low temperature in Philadelphia was 14 degrees while the lowest wind chill factors approached zero during the evening of the 5th.

Cold/Wind Chill in EASTERN MONTGOMERY, PENNSYLVANIA
From 05-FEB-15 19:00:00 to 06-FEB-15 00:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Newspaper

Cold/Wind Chill in PHILADELPHIA, PENNSYLVANIA
From 05-FEB-15 19:00:00 to 06-FEB-15 00:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Newspaper

Cold/Wind Chill in MONROE, PENNSYLVANIA
From 06-FEB-15 02:00:00 to 06-FEB-15 08:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

Cold/Wind Chill in CARBON, PENNSYLVANIA
From 06-FEB-15 02:00:00 to 06-FEB-15 08:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet
An arctic airmass combined with gusty winds resulted in frigid temperatures and extremely dangerous wind chills across far north-central Pennsylvania.

Extreme Cold/Wind Chill in WARREN, PENNSYLVANIA
From 12-FEB-15 19:00:00 to 13-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Extreme cold combined with gusty winds resulted in wind chill or apparent temperature values in the -25�� to -35�� range.

Extreme Cold/Wind Chill in MCKEAN, PENNSYLVANIA
From 12-FEB-15 19:00:00 to 13-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Extreme cold combined with gusty winds resulted in wind chill or apparent temperature values in the -25�� to -35�� range.

Extreme Cold/Wind Chill in POTTER, PENNSYLVANIA
From 12-FEB-15 19:00:00 to 13-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Extreme cold combined with gusty winds resulted in wind chill or apparent temperature values in the -25�� to -35�� range.

Extreme Cold/Wind Chill in TIOGA, PENNSYLVANIA
From 12-FEB-15 19:00:00 to 13-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Extreme cold combined with gusty winds resulted in wind chill or apparent temperature values in the -25�� to -35�� range.

Extreme Cold/Wind Chill in SULLIVAN, PENNSYLVANIA
From 12-FEB-15 19:00:00 to 13-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Extreme cold combined with gusty winds resulted in wind chill or apparent temperature values in the -25�� to -35�� range.
Unsettled northwesterly flow brought off and on snow to Central Montana. Multiple shortwaves passing through the region caused string winds and widespread accumulating snow.

Heavy Snow in MEAGHER, MONTANA
From 04-JAN-15 09:00:00 to 05-JAN-15 09:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: SNOTEL

Heavy snow, measuring 10.0 inches in 24 hours, was reported 10 mi SSE of Neihart, MT at the Deadman Creek SNOTEL; elevation 6450ft.

Heavy Snow in CASCADE, MONTANA
From 05-JAN-15 07:00:00 to 05-JAN-15 21:30:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Public

Heavy snow, measuring 15.0 inches in 24 hours, was reported in the Fox Farm area of Great Falls, MT.

Heavy Snow in NORTH ROCKY MOUNTAIN FRONT, MONTANA
From 04-JAN-15 21:00:00 to 05-JAN-15 18:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: SNOTEL

Heavy snow, measuring 9.0 inches in 24 hours, was reported 11 mi SSW of East Glacier Park, MT at the Pike Creek SNOTEL; elevation 5928ft.

Heavy Snow in SOUTHERN ROCKY MOUNTAIN FRONT, MONTANA
From 04-JAN-15 23:00:00 to 05-JAN-15 18:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: SNOTEL

Heavy snow, measuring 9.0 inches in 24 hours, was reported 23 mi W of Bynum, MT at the Waldron SNOTEL; elevation 5600ft.

Heavy Snow in FERGUS, MONTANA
From 04-JAN-15 18:00:00 to 06-JAN-15 22:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Newspaper

Heavy snow, measuring 14.0 inches in 24 hours, was reported 12 mi SE of Lewistown, MT; elevation 5000ft.

Heavy Snow in JUDITH BASIN, MONTANA
From 05-JAN-15 05:30:00 to 06-JAN-15 22:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Heavy snow, measuring 12.0 inches in 24 hours, was reported in Hobson, MT.

High Wind in SOUTHERN ROCKY MOUNTAIN FRONT, MONTANA
From 02-JAN-15 05:00:00 to 02-JAN-15 14:00:00 (MST-7)
Magnitude: 52.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

High wind gusts, measuring 52KT (60MPH), were reported 13 mi W of Bynum, MT at the Dellwo sensor.

High Wind in NORTH ROCKY MOUNTAIN FRONT, MONTANA
From 02-JAN-15 11:00:00 to 02-JAN-15 14:00:00 (MST-7)
Magnitude: 57.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: RAWS

High wind gusts, measuring 57KT (66MPH), were reported in Heart Butte Bynum, MT at the Heart Butte RAWS.

High Wind in EASTERN GLACIER, MONTANA
From 02-JAN-15 07:45:00 to 02-JAN-15 10:00:00 (MST-7)
Magnitude: 37.00 MS
Property damage: 0.00K
Crop damage: 0.00K
Reported by: ASOS

High sustained winds, measuring 37KT (42MPH), were reported 3 mi SW of Cut Bank, MT at the Cut Bank airport ASOS.

Avalanche in GALLATIN, MONTANA
From 04-JAN-15 00:00:00 to 06-JAN-15 00:00:00 (MST-7)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Park/Forest Service

Multiple areas avalanches reported via GNFAC:
1. 1/4/2015 	Bridgers West Side.
2. 1/5/2015	        Bridger Range - backside of Hidden Gulley.
3. 1/5/2015  	N. Gallatin - Flanders.
Scattered showers and thunderstorms in advance of a cold front produced gusty winds across portions of the Maryland Coastal Waters.

Marine Thunderstorm Wind in FENWICK IS DE TO CHINCOTEAGUE VA OUT 20NM, ATLANTIC NORTH
From 04-JAN-15 22:06:00 to 04-JAN-15 22:06:00 (EST-5)
Location: OCEAN CITY INLET STATION (OCIM2)
Magnitude: 37.00 MG
Property damage: 0.00K
Crop damage: 0.00K
Reported by: C-MAN Station

Wind gust of 37 knots was measured at the Ocean City Inlet Station (OCIM2).
Extreme drought (D3) conditions continued across far northeast Pinal and a portion of west central Graham Counties during January.  Extreme southeast Pinal and southwest Graham Counties were reduced to the severe drought (D2) category early in the month.

Drought in SOUTHEAST PINAL COUNTY, ARIZONA
From 01-JAN-15 00:00:00 to 31-JAN-15 23:59:00 (MST-7)
Property damage: 0.00K
Reported by: Drought Monitor

Extreme drought (D3) category persisted across parts of far northeast Pinal and west central Graham Counties, including the Santa Teresa Mountains, through January. Soil moistures rose slightly to the 75th percentile and levels at San Carlos Reservoir climbed to about 9 percent of capacity.  Extreme southeast Pinal and southwest Graham Counties, including the Galiuro Mountains, were reduced to the severe drought (D2) category early in the month. Above normal precipitation occurred for the second consecutive month in those areas for which the drought category was reduced.

Drought in UPPER GILA RIVER AND ARAVAIPA VALLEYS, ARIZONA
From 01-JAN-15 00:00:00 to 31-JAN-15 23:59:00 (MST-7)
Property damage: 0.00K
Reported by: Drought Monitor

Extreme drought (D3) category persisted across parts of far northeast Pinal and west central Graham Counties, including the Santa Teresa Mountains, through January. Soil moistures rose slightly to the 75th percentile and levels at San Carlos Reservoir climbed to about 9 percent of capacity.  Extreme southeast Pinal and southwest Graham Counties, including the Galiuro Mountains, were reduced to the severe drought (D2) category early in the month. Above normal precipitation occurred for the second consecutive month in those areas for which the drought category was reduced.

Drought in GALIURO AND PINALENO MOUNTAINS, ARIZONA
From 01-JAN-15 00:00:00 to 31-JAN-15 23:59:00 (MST-7)
Property damage: 0.00K
Reported by: Drought Monitor

Extreme drought (D3) category persisted across parts of far northeast Pinal and west central Graham Counties, including the Santa Teresa Mountains, through January. Soil moistures rose slightly to the 75th percentile and levels at San Carlos Reservoir climbed to about 9 percent of capacity.  Extreme southeast Pinal and southwest Graham Counties, including the Galiuro Mountains, were reduced to the severe drought (D2) category early in the month. Above normal precipitation occurred for the second consecutive month in those areas for which the drought category was reduced.
A strong Arctic cold front and associated strong upper-level trough were moving through the region.  Behind the front, wind gusts of 35 to 45 mph were reported across the New River Valley and Roanoke Valley as well as the Piedmont of Virginia.  The strong winds blew down a tree onto a home in Bedford county causing considerable damage to the roof of the structure.  The following information lists the highest wind gusts reported from the Virginia counties within the the Blacksburg forecast area, provided the wind gusts were in excess of 40 mph.
Bedford county:  Mesonet site recorded 47 mph gust just west-southwest of Moneta;
Lynchburg City:  Lynchburg ASOS recorded a wind gust of 43 mph;
Danville City:  Danville ASOS recorded a wind gust of 45 mph;
Roanoke City:  Roanoke ASOS recorded a wind gust of 46 mph;
Franklin county:  Mesonet site recorded 49 mph gust at Wirtz;
Henry county:  Mesonet site recorded 47 mph gust 4NNW of Laurel;
Montgomery county:  Mesonet site recorded 46 mph gust 3NNE of Blacksburg,
while the Blacksburg AWOS recorded 43 mph gust;
Pittsylvania county:  Mesonet site 5NW of Mt. Airy, NC recorded 41 mph gust;
Roanoke county:  Mesonet site 2SW of Laymantown recorded 42 mph gust;
Rockbridge county:  Mesonet site 6SSE Millboro recorded 48 mph gust;
Smyth county:  Marion/Wytheville Mt. Empire Aiwport AWOS (KMKJ) recorded a
gust of 51 mph.

Strong Wind in BEDFORD, VIRGINIA
From 02-FEB-15 12:33:00 to 02-FEB-15 12:33:00 (EST-5)
Magnitude: 41.00 MG
Property damage: 15.00K
Crop damage: 0.00K
Reported by: Fire Department/Rescue

The Town of Bedford Fire and Rescue Department reported that a large tree had fallen on a home near Bedford causing considerable damage to the structure.
An area of surface low pressure riding along a frontal boundary located along the southeast Gulf coastal region combined with support from an upstream upper-level disturbance to bring a period of snow primarily to the southern counties of the Blacksburg National Weather Service Forecast area.  Snowfall amounts ranged from 3.0 to 5.0 inches in the northwest North Carolina mountains to 1.0 to 3.0 inches across the North Carolina Piedmont, to 1.0 to 2.0 inches in southwest Virginia, generally west of Interstate 77, to less than 1.0 inch across most of the remainder of the forecast area.  The early morning snowfall caused problems with the morning commute, with a number of traffic accidents noted across the region.
Here are the snowfall amounts reported from the North Carolina counties within the Blacksburg, Virginia National Weather Service Forecast area:
Alleghany County - 2.0 inches in Sparta,
Ashe County - 4.0 inches in Baldwin to 2.0 inches in Jefferson,
Caswell County - 1.5 inch 10S Yanceyville to 1.0 inch in Yanceyville,
Rockingham County - 1.0 inch near Lawsonville,
Stokes County - 1.7 inch 3E King to < 1.0 inch at Pinnacle,
Surry County - 2.0 inches at Pilot Mountain to 1.0 inch at Ladonia,
Watauga County - 5.0 inches at Blowing Rock to 2.0 inches 4W of Blowing Rock,
Wilkes County - 3.0 inches at Purlear to 1.5 inches 3S of Buck,
Yadkin County - 2.0 inches at East Bend.

Winter Weather in ASHE, NORTH CAROLINA
From 24-FEB-15 05:00:00 to 24-FEB-15 12:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

A spotter measured 4.0 inches of snow in Baldwin.  The public measured 3.0 inches in West Jefferson.  Another spotter measured 3.0 inches in Yates.  Amounts elsewhere were less than 3.0 inches.

Winter Weather in WATAUGA, NORTH CAROLINA
From 24-FEB-15 04:00:00 to 24-FEB-15 11:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

A spotter measured 5.0 inches of snow at Blowing Rock, while the public observed 4.0 inches of snow at Deep Gap and Todd.  Other snow amounts across the county observed by a variety of sources were mostly in the 2.0 to 3.0 inch range.

Winter Weather in WILKES, NORTH CAROLINA
From 24-FEB-15 04:00:00 to 24-FEB-15 11:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: CoCoRaHS

A CoCoRaHS observer measured 3.0 inches of snow at Purlear, while the public measured 2.5 inches at Hays and 2.0 inches at Millers Creek.
A protracted in time freezing rain event along with some sleet caused traveling difficulties and accidents along the Eastern Shore from the evening on the 9th into the morning of the 10th. While precipitation occurred intermittently and amounts were light, untreated roadways were treacherous and accidents occurred. Ice accumulations averaged less than one tenth of an inch and any sleet or snow accumulations were minimal.
Freezing rain spread from north to south across the Eastern Shore during the evening on the 9th. Sleet mixed in from time to time. Precipitation changed briefly to snow just as it was ending on the morning of the 10th.  Representative ice accumulations included .06 inches in Stevensville (Queen Anne's County) and a trace in Easton (Talbot County).

The wintry mix of precipitation was caused by the combination of waves of low pressure on a frontal boundary that supplied the moisture and precipitation and an arctic high pressure system to the north of the boundary that supplied the low level cold air. As this boundary sagged southward, the precipitation sagged southward with it.  At 7 a.m. EST on the 8th, the high pressure system was centered over James Bay and the frontal boundary across the Lehigh Valley in Pennsylvania. By 7 p.m. EST on the 8th, the frontal boundary moved into Cecil County.  By 10 p.m. EST on the 8th, the frontal boundary cleared all of the Eastern Shore. At 7 a.m. EST on the 9th, the frontal boundary was located over the lower Delmarva Peninsula with a wave of low pressure forming along it. At 7 p.m. EST on the 9th, the frontal boundary was approaching Cape Hatteras, North Carolina and at 7 a.m. EST on the 10th dropped into northern Florida. By then, waves of low pressure were too far offshore to affect the Eastern Shore any longer.

Winter Weather in CECIL, MARYLAND
From 09-FEB-15 18:00:00 to 10-FEB-15 04:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Winter Weather in QUEEN ANNES, MARYLAND
From 09-FEB-15 20:00:00 to 10-FEB-15 06:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter

Winter Weather in KENT, MARYLAND
From 09-FEB-15 19:00:00 to 10-FEB-15 05:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Winter Weather in CAROLINE, MARYLAND
From 09-FEB-15 22:00:00 to 10-FEB-15 07:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Mesonet

Winter Weather in TALBOT, MARYLAND
From 09-FEB-15 22:00:00 to 10-FEB-15 07:00:00 (EST-5)
Property damage: 0.00K
Crop damage: 0.00K
Reported by: Trained Spotter