CSE416
Collection
University of Washington's Introduction to Machine Learning
•
8 items
•
Updated
Data.Precipitation
float64 0
20.9
| Date.Full
stringclasses 53
values | Date.Month
int64 1
12
| Date.Week of
int64 1
31
| Date.Year
int64 2.02k
2.02k
| Station.City
stringclasses 307
values | Station.Code
stringclasses 318
values | Station.Location
stringclasses 318
values | Station.State
stringclasses 53
values | Data.Temperature.Avg Temp
int64 -27
100
| Data.Temperature.Max Temp
int64 -19
111
| Data.Temperature.Min Temp
int64 -35
88
| Data.Wind.Direction
int64 0
36
| Data.Wind.Speed
float64 0
61.1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Birmingham
|
BHM
|
Birmingham, AL
|
Alabama
| 39
| 46
| 32
| 33
| 4.33
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Huntsville
|
HSV
|
Huntsville, AL
|
Alabama
| 39
| 47
| 31
| 32
| 3.86
|
0.16
|
2016-01-03
| 1
| 3
| 2,016
|
Mobile
|
MOB
|
Mobile, AL
|
Alabama
| 46
| 51
| 41
| 35
| 9.73
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Montgomery
|
MGM
|
Montgomery, AL
|
Alabama
| 45
| 52
| 38
| 32
| 6.86
|
0.01
|
2016-01-03
| 1
| 3
| 2,016
|
Anchorage
|
ANC
|
Anchorage, AK
|
Alaska
| 34
| 38
| 29
| 19
| 7.8
|
0.09
|
2016-01-03
| 1
| 3
| 2,016
|
Annette
|
ANN
|
Annette, AK
|
Alaska
| 38
| 44
| 31
| 9
| 8.7
|
0.05
|
2016-01-03
| 1
| 3
| 2,016
|
Bethel
|
BET
|
Bethel, AK
|
Alaska
| 30
| 36
| 24
| 9
| 16.46
|
0.15
|
2016-01-03
| 1
| 3
| 2,016
|
Bettles
|
BTT
|
Bettles, AK
|
Alaska
| 22
| 32
| 9
| 2
| 3.1
|
0.6
|
2016-01-03
| 1
| 3
| 2,016
|
Cold Bay
|
CDB
|
Cold Bay, AK
|
Alaska
| 34
| 36
| 31
| 20
| 9.1
|
2.15
|
2016-01-03
| 1
| 3
| 2,016
|
Cordova
|
CDV
|
Cordova, AK
|
Alaska
| 38
| 43
| 33
| 9
| 9.76
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Delta Junction/Ft Greely
|
BIG
|
Delta Junction/Ft Greely, AK
|
Alaska
| 31
| 39
| 23
| 14
| 17.9
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Fairbanks
|
FAI
|
Fairbanks, AK
|
Alaska
| 14
| 30
| 4
| 2
| 2.2
|
0.02
|
2016-01-03
| 1
| 3
| 2,016
|
Gulkana
|
GKN
|
Gulkana, AK
|
Alaska
| 27
| 34
| 19
| 14
| 8.23
|
1.22
|
2016-01-03
| 1
| 3
| 2,016
|
Homer
|
HOM
|
Homer, AK
|
Alaska
| 39
| 42
| 35
| 9
| 11.26
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Iliamna
|
ILI
|
Iliamna, AK
|
Alaska
| 40
| 42
| 37
| 9
| 19.76
|
0.7
|
2016-01-03
| 1
| 3
| 2,016
|
Juneau
|
JNU
|
Juneau, AK
|
Alaska
| 36
| 40
| 31
| 10
| 9.23
|
0.14
|
2016-01-03
| 1
| 3
| 2,016
|
Kenai
|
ENA
|
Kenai, AK
|
Alaska
| 34
| 37
| 30
| 6
| 11.2
|
0.17
|
2016-01-03
| 1
| 3
| 2,016
|
Ketchikan
|
KTN
|
Ketchikan, AK
|
Alaska
| 37
| 41
| 33
| 15
| 6.16
|
0.05
|
2016-01-03
| 1
| 3
| 2,016
|
King Salmon
|
AKN
|
King Salmon, AK
|
Alaska
| 39
| 42
| 35
| 10
| 18.83
|
1.3
|
2016-01-03
| 1
| 3
| 2,016
|
Kodiak
|
ADQ
|
Kodiak, AK
|
Alaska
| 40
| 42
| 36
| 11
| 21.8
|
0.1
|
2016-01-03
| 1
| 3
| 2,016
|
Kotzebue
|
OTZ
|
Kotzebue, AK
|
Alaska
| 27
| 33
| 20
| 11
| 11.76
|
0.01
|
2016-01-03
| 1
| 3
| 2,016
|
Mc Grath
|
MCG
|
Mc Grath, AK
|
Alaska
| 30
| 39
| 20
| 15
| 3.7
|
0.08
|
2016-01-03
| 1
| 3
| 2,016
|
Nome
|
OME
|
Nome, AK
|
Alaska
| 29
| 32
| 25
| 6
| 12.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Northway
|
ORT
|
Northway, AK
|
Alaska
| 0
| 8
| -9
| 20
| 0.36
|
0.4
|
2016-01-03
| 1
| 3
| 2,016
|
Palmer
|
PAQ
|
Palmer, AK
|
Alaska
| 37
| 42
| 32
| 8
| 10.5
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Petersburg
|
PSG
|
Petersburg, AK
|
Alaska
| 60
| 60
| 60
| 18
| 1.83
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Puntilla Lake
|
PTI
|
Puntilla Lake, AK
|
Alaska
| 60
| 60
| 60
| 0
| 0
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Shemya
|
SYA
|
Shemya, AK
|
Alaska
| 60
| 60
| 60
| 0
| 0
|
0.37
|
2016-01-03
| 1
| 3
| 2,016
|
Sitka
|
SIT
|
Sitka, AK
|
Alaska
| 43
| 46
| 39
| 19
| 11.26
|
0.55
|
2016-01-03
| 1
| 3
| 2,016
|
Skagway
|
SGY
|
Skagway, AK
|
Alaska
| 38
| 42
| 33
| 14
| 5.2
|
0.15
|
2016-01-03
| 1
| 3
| 2,016
|
St Paul Island
|
SNP
|
St Paul Island, AK
|
Alaska
| 32
| 35
| 29
| 22
| 9.03
|
0.04
|
2016-01-03
| 1
| 3
| 2,016
|
Talkeetna
|
TKA
|
Talkeetna, AK
|
Alaska
| 32
| 39
| 23
| 2
| 4.93
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Tanana
|
TAL
|
Tanana, AK
|
Alaska
| 21
| 29
| 13
| 8
| 3.83
|
0.05
|
2016-01-03
| 1
| 3
| 2,016
|
Utqiagvik (Barrow)
|
BRW
|
Utqiagvik (Barrow), AK
|
Alaska
| 6
| 9
| 2
| 6
| 13.76
|
2.42
|
2016-01-03
| 1
| 3
| 2,016
|
Yakutat
|
YAK
|
Yakutat, AK
|
Alaska
| 36
| 40
| 32
| 11
| 5.93
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Douglas Bisbee
|
DUG
|
Douglas Bisbee, AZ
|
Arizona
| 41
| 57
| 24
| 6
| 4.2
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Kingman
|
IGM
|
Kingman, AZ
|
Arizona
| 40
| 54
| 25
| 4
| 4.2
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Phoenix
|
PHX
|
Phoenix, AZ
|
Arizona
| 58
| 69
| 45
| 13
| 5.8
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Tucson
|
TUS
|
Tucson, AZ
|
Arizona
| 56
| 69
| 43
| 12
| 12.93
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Winslow
|
INW
|
Winslow, AZ
|
Arizona
| 29
| 42
| 15
| 27
| 2.7
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Fort Smith
|
FSM
|
Fort Smith, AR
|
Arkansas
| 39
| 51
| 27
| 27
| 5.16
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Harrison
|
HRO
|
Harrison, AR
|
Arkansas
| 38
| 48
| 27
| 29
| 7.4
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
North Little Rock
|
LZK
|
North Little Rock, AR
|
Arkansas
| 42
| 49
| 34
| 0
| 0
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Bakersfield
|
BFL
|
Bakersfield, CA
|
California
| 47
| 60
| 33
| 34
| 2.2
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Bishop
|
BIH
|
Bishop, CA
|
California
| 27
| 42
| 12
| 32
| 3.06
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
China Lake
|
NID
|
China Lake, CA
|
California
| 35
| 49
| 21
| 21
| 1.56
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Concord
|
CCR
|
Concord, CA
|
California
| 44
| 51
| 37
| 6
| 4.06
|
0.06
|
2016-01-03
| 1
| 3
| 2,016
|
Eureka
|
EKA
|
Eureka, CA
|
California
| 44
| 53
| 33
| 0
| 0
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Fresno
|
FAT
|
Fresno, CA
|
California
| 46
| 55
| 36
| 25
| 0.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Hayward
|
HWD
|
Hayward, CA
|
California
| 47
| 53
| 41
| 6
| 6.56
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Long Beach
|
LGB
|
Long Beach, CA
|
California
| 54
| 65
| 43
| 24
| 2.13
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Los Angeles
|
LAX
|
Los Angeles, CA
|
California
| 55
| 63
| 45
| 15
| 2.76
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Red Bluff
|
RBL
|
Red Bluff, CA
|
California
| 44
| 50
| 36
| 33
| 7.73
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Redding
|
RDD
|
Redding, CA
|
California
| 45
| 51
| 38
| 34
| 6.16
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Sacramento
|
SAC
|
Sacramento, CA
|
California
| 44
| 52
| 34
| 34
| 3.63
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Salinas
|
SNS
|
Salinas, CA
|
California
| 49
| 57
| 41
| 8
| 6.46
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
San Diego
|
SAN
|
San Diego, CA
|
California
| 55
| 64
| 45
| 24
| 1.83
|
0.04
|
2016-01-03
| 1
| 3
| 2,016
|
San Francisco
|
SFO
|
San Francisco, CA
|
California
| 46
| 51
| 41
| 10
| 4.43
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Sandberg
|
SDB
|
Sandberg, CA
|
California
| 39
| 44
| 33
| 8
| 18.8
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Santa Barbara
|
SBA
|
Santa Barbara, CA
|
California
| 51
| 62
| 39
| 12
| 4.9
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Santa Maria
|
SMX
|
Santa Maria, CA
|
California
| 51
| 63
| 37
| 21
| 3.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Stockton
|
SCK
|
Stockton, CA
|
California
| 42
| 51
| 33
| 26
| 1.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Alamosa
|
ALS
|
Alamosa, CO
|
Colorado
| 14
| 33
| -5
| 32
| 1.4
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Colorado Springs
|
COS
|
Colorado Springs, CO
|
Colorado
| 28
| 45
| 9
| 15
| 3.13
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Craig
|
CAG
|
Craig, CO
|
Colorado
| -10
| 3
| -23
| 12
| 0.4
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Denver
|
DEN
|
Denver, CO
|
Colorado
| 27
| 40
| 12
| 20
| 7.2
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Grand Junction
|
GJT
|
Grand Junction, CO
|
Colorado
| 14
| 24
| 4
| 8
| 4.46
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Pueblo
|
PUB
|
Pueblo, CO
|
Colorado
| 26
| 47
| 4
| 27
| 1.93
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Bridgeport
|
BDR
|
Bridgeport, CT
|
Connecticut
| 38
| 43
| 32
| 27
| 8.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Windsor Locks
|
BDL
|
Windsor Locks, CT
|
Connecticut
| 34
| 40
| 27
| 24
| 6.2
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Newark
|
NWK
|
Newark, DE
|
DE
| 37
| 46
| 27
| 28
| 6.43
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Wilmington
|
ILG
|
Wilmington, DE
|
Delaware
| 37
| 46
| 27
| 28
| 6.43
|
0.75
|
2016-01-03
| 1
| 3
| 2,016
|
Daytona Beach
|
DAB
|
Daytona Beach, FL
|
Florida
| 63
| 68
| 58
| 32
| 6.23
|
0.49
|
2016-01-03
| 1
| 3
| 2,016
|
Fort Lauderdale
|
FLL
|
Fort Lauderdale, FL
|
Florida
| 76
| 82
| 70
| 28
| 5.16
|
0.62
|
2016-01-03
| 1
| 3
| 2,016
|
Gainesville
|
GNV
|
Gainesville, FL
|
Florida
| 56
| 62
| 51
| 33
| 4.6
|
0.49
|
2016-01-03
| 1
| 3
| 2,016
|
Jacksonville
|
JAX
|
Jacksonville, FL
|
Florida
| 56
| 61
| 50
| 31
| 4.83
|
0.5
|
2016-01-03
| 1
| 3
| 2,016
|
Key West
|
EYW
|
Key West, FL
|
Florida
| 79
| 82
| 74
| 17
| 4.53
|
1.13
|
2016-01-03
| 1
| 3
| 2,016
|
Miami
|
MIA
|
Miami, FL
|
Florida
| 76
| 82
| 70
| 17
| 3.33
|
0.14
|
2016-01-03
| 1
| 3
| 2,016
|
Orlando
|
MCO
|
Orlando, FL
|
Florida
| 65
| 72
| 57
| 31
| 6.93
|
0.12
|
2016-01-03
| 1
| 3
| 2,016
|
Pensacola
|
PNS
|
Pensacola, FL
|
Florida
| 48
| 52
| 44
| 35
| 9.33
|
0.46
|
2016-01-03
| 1
| 3
| 2,016
|
Tallahassee
|
TLH
|
Tallahassee, FL
|
Florida
| 53
| 57
| 48
| 34
| 6.16
|
0.18
|
2016-01-03
| 1
| 3
| 2,016
|
Tampa
|
TPA
|
Tampa, FL
|
Florida
| 66
| 71
| 59
| 8
| 5.73
|
0.97
|
2016-01-03
| 1
| 3
| 2,016
|
Vero Beach
|
VRB
|
Vero Beach, FL
|
Florida
| 69
| 74
| 62
| 28
| 6.9
|
0.24
|
2016-01-03
| 1
| 3
| 2,016
|
West Palm Beach
|
PBI
|
West Palm Beach, FL
|
Florida
| 74
| 80
| 67
| 27
| 6.83
|
0.66
|
2016-01-03
| 1
| 3
| 2,016
|
Alma
|
AMG
|
Alma, GA
|
Georgia
| 51
| 58
| 47
| 32
| 5.06
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Athens
|
AHN
|
Athens, GA
|
Georgia
| 45
| 54
| 36
| 29
| 5.1
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Atlanta
|
ATL
|
Atlanta, GA
|
Georgia
| 42
| 48
| 36
| 31
| 10.93
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Augusta
|
AGS
|
Augusta, GA
|
Georgia
| 48
| 56
| 41
| 31
| 3.06
|
0.01
|
2016-01-03
| 1
| 3
| 2,016
|
Macon
|
MCN
|
Macon, GA
|
Georgia
| 47
| 53
| 40
| 31
| 5.46
|
0.41
|
2016-01-03
| 1
| 3
| 2,016
|
Savannah
|
SAV
|
Savannah, GA
|
Georgia
| 56
| 62
| 49
| 31
| 5
|
0.11
|
2016-01-03
| 1
| 3
| 2,016
|
Hilo
|
ITO
|
Hilo, HI
|
Hawaii
| 73
| 81
| 65
| 20
| 3.33
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Honolulu
|
HNL
|
Honolulu, HI
|
Hawaii
| 73
| 81
| 64
| 24
| 5.13
|
0.04
|
2016-01-03
| 1
| 3
| 2,016
|
Kahului
|
OGG
|
Kahului, HI
|
Hawaii
| 71
| 80
| 60
| 3
| 8.4
|
0.04
|
2016-01-03
| 1
| 3
| 2,016
|
Kaunakakai
|
MKK
|
Kaunakakai, HI
|
Hawaii
| 72
| 79
| 64
| 14
| 8.86
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Lihue
|
LIH
|
Lihue, HI
|
Hawaii
| 70
| 79
| 60
| 23
| 6.06
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Boise
|
BOI
|
Boise, ID
|
Idaho
| 15
| 23
| 7
| 16
| 3
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Lewiston
|
LWS
|
Lewiston, ID
|
Idaho
| 21
| 29
| 12
| 9
| 2.56
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Pocatello
|
PIH
|
Pocatello, ID
|
Idaho
| 8
| 21
| -4
| 2
| 2.66
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Chicago
|
ORD
|
Chicago, IL
|
Illinois
| 25
| 30
| 20
| 28
| 12.16
|
0
|
2016-01-03
| 1
| 3
| 2,016
|
Moline
|
MLI
|
Moline, IL
|
Illinois
| 25
| 31
| 19
| 28
| 10.9
|
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