dt
int64
1.2B
1.68B
dt_iso
stringlengths
29
29
timezone
int64
7.2k
10.8k
city_name
stringclasses
1 value
lat
float64
46.8
46.8
lon
float64
23.6
23.6
temp
float64
-9,998.77
37.6
visibility
float64
49
10k
dew_point
float64
-24.39
25.2
feels_like
float64
-10,005.77
37.7
temp_min
float64
-9,998.96
37
temp_max
float64
-275.45
42.7
pressure
int64
-100
1.04k
sea_level
null
grnd_level
null
humidity
int64
0
100
wind_speed
float64
0
10k
wind_deg
int64
0
360
wind_gust
null
0
24.2
rain_1h
null
0.1
18
rain_3h
null
0.1
27
snow_1h
null
0.1
2.28
snow_3h
float64
0.1
9
clouds_all
int64
0
100
weather_id
int64
200
804
weather_main
stringclasses
12 values
weather_description
stringclasses
36 values
weather_icon
stringclasses
18 values
1,199,145,600
2008-01-01 00:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.46
4,000
-10.4
-9.46
-11.37
-7.64
1,024
null
null
92
1
110
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,149,200
2008-01-01 01:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.39
4,000
-10.33
-9.39
-11.5
-7.39
1,024
null
null
92
1
50
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,152,800
2008-01-01 02:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.39
4,000
-10.33
-9.39
-11.68
-7.35
1,023
null
null
92
1
140
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,156,400
2008-01-01 03:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.55
4,000
-10.49
-9.55
-11.74
-7.6
1,023
null
null
92
1
230
null
null
null
null
0.1
100
804
Clouds
overcast clouds
04n
1,199,160,000
2008-01-01 04:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.55
4,000
-10.37
-9.55
-11.48
-7.85
1,023
null
null
93
1
290
null
null
null
null
null
100
701
Mist
mist
50n
1,199,163,600
2008-01-01 05:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.33
4,000
-10.15
-9.33
-10.41
-8.35
1,023
null
null
93
1
230
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,167,200
2008-01-01 06:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.53
4,000
-10.47
-9.53
-10.57
-8.57
1,023
null
null
92
1
330
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,170,800
2008-01-01 07:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.04
4,000
-9.98
-9.04
-10.05
-7.91
1,022
null
null
92
1
210
null
null
null
null
null
100
600
Snow
light snow
13d
1,199,174,400
2008-01-01 08:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-7.75
4,000
-8.7
-7.75
-9.75
-6.77
1,022
null
null
92
1
180
null
null
null
null
null
100
600
Snow
light snow
13d
1,199,178,000
2008-01-01 09:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-6.5
4,000
-7.34
-6.5
-9.05
-5.55
1,022
null
null
93
0
0
null
null
null
null
null
100
600
Snow
light snow
13d
1,199,181,600
2008-01-01 10:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.48
4,000
-6.32
-5.48
-7.95
-4.16
1,022
null
null
93
1
100
null
null
null
null
null
100
804
Clouds
overcast clouds
04d
1,199,185,200
2008-01-01 11:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.8
4,000
-5.65
-8.05
-7.55
-3.38
1,021
null
null
93
2
50
null
null
null
null
null
100
701
Mist
mist
50d
1,199,188,800
2008-01-01 12:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.31
4,000
-5.16
-7.48
-7.15
-2.74
1,021
null
null
93
2
60
null
null
null
null
null
100
701
Mist
mist
50d
1,199,192,400
2008-01-01 13:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.14
4,000
-4.99
-7.28
-7.16
-2.49
1,021
null
null
93
2
70
null
null
null
null
null
100
701
Mist
mist
50d
1,199,196,000
2008-01-01 14:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.52
4,000
-5.37
-7.72
-7.16
-3.12
1,021
null
null
93
2
60
null
null
null
null
null
100
701
Mist
mist
50d
1,199,199,600
2008-01-01 15:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.83
4,000
-5.55
-4.83
-7.16
-3.66
1,021
null
null
94
1
90
null
null
null
null
null
100
701
Mist
mist
50n
1,199,203,200
2008-01-01 16:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.22
4,000
-5.94
-5.22
-7.16
-3.88
1,021
null
null
94
1
290
null
null
null
null
null
100
701
Mist
mist
50n
1,199,206,800
2008-01-01 17:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.21
4,000
-5.93
-5.21
-7.16
-3.79
1,022
null
null
94
1
350
null
null
null
null
null
100
701
Mist
mist
50n
1,199,206,800
2008-01-01 17:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.21
4,000
-5.93
-5.21
-7.16
-3.79
1,022
null
null
94
1
350
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,210,400
2008-01-01 18:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.69
4,000
-5.41
-4.69
-6.16
-3.1
1,022
null
null
94
1
230
null
null
null
null
null
100
701
Mist
mist
50n
1,199,210,400
2008-01-01 18:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.69
4,000
-5.41
-4.69
-6.16
-3.1
1,022
null
null
94
1
230
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,214,000
2008-01-01 19:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.42
4,000
-5.14
-4.42
-6.16
-2.83
1,022
null
null
94
0
0
null
null
null
null
null
100
701
Mist
mist
50n
1,199,214,000
2008-01-01 19:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.42
4,000
-5.14
-4.42
-6.16
-2.83
1,022
null
null
94
0
0
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,217,600
2008-01-01 20:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.15
2,000
-4.75
-4.15
-5.35
-2.72
1,023
null
null
95
0
0
null
null
null
null
null
100
701
Mist
mist
50n
1,199,217,600
2008-01-01 20:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.15
2,000
-4.75
-4.15
-5.35
-2.72
1,023
null
null
95
0
0
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,221,200
2008-01-01 21:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.87
2,000
-4.47
-3.87
-5.16
-2.56
1,023
null
null
95
1
80
null
null
null
null
1
100
701
Mist
mist
50n
1,199,221,200
2008-01-01 21:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.87
2,000
-4.47
-3.87
-5.16
-2.56
1,023
null
null
95
1
80
null
null
null
null
1
100
600
Snow
light snow
13n
1,199,224,800
2008-01-01 22:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4
2,000
-4.6
-4
-5.16
-2.79
1,023
null
null
95
1
80
null
null
null
null
null
100
701
Mist
mist
50n
1,199,224,800
2008-01-01 22:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4
2,000
-4.6
-4
-5.16
-2.79
1,023
null
null
95
1
80
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,228,400
2008-01-01 23:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.75
2,000
-4.35
-3.75
-5.16
-2.66
1,023
null
null
95
1
80
null
null
null
null
null
100
701
Mist
mist
50n
1,199,228,400
2008-01-01 23:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.75
2,000
-4.35
-3.75
-5.16
-2.66
1,023
null
null
95
1
80
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,232,000
2008-01-02 00:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.52
2,000
-4.13
-3.52
-4.65
-2.51
1,023
null
null
95
1
80
null
null
null
null
2
100
601
Snow
snow
13n
1,199,232,000
2008-01-02 00:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.52
2,000
-4.13
-3.52
-4.65
-2.51
1,023
null
null
95
1
80
null
null
null
null
2
100
701
Mist
mist
50n
1,199,235,600
2008-01-02 01:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.36
2,000
-3.84
-3.36
-4.35
-2.46
1,023
null
null
96
1
90
null
null
null
null
null
100
701
Mist
mist
50n
1,199,235,600
2008-01-02 01:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.36
2,000
-3.84
-3.36
-4.35
-2.46
1,023
null
null
96
1
90
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,239,200
2008-01-02 02:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.57
2,000
-4.05
-3.57
-4.45
-2.68
1,022
null
null
96
1
70
null
null
null
null
null
100
701
Mist
mist
50n
1,199,239,200
2008-01-02 02:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.57
2,000
-4.05
-3.57
-4.45
-2.68
1,022
null
null
96
1
70
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,242,800
2008-01-02 03:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.71
2,000
-4.19
-3.71
-4.58
-2.92
1,022
null
null
96
1
70
null
null
null
null
2
100
701
Mist
mist
50n
1,199,242,800
2008-01-02 03:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.71
2,000
-4.19
-3.71
-4.58
-2.92
1,022
null
null
96
1
70
null
null
null
null
2
100
601
Snow
snow
13n
1,199,246,400
2008-01-02 04:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.76
2,000
-4.24
-3.76
-4.73
-2.93
1,022
null
null
96
1
70
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,250,000
2008-01-02 05:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.88
2,000
-4.36
-3.88
-4.84
-3.16
1,022
null
null
96
0
0
null
null
null
null
null
100
701
Mist
mist
50n
1,199,250,000
2008-01-02 05:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.88
2,000
-4.36
-3.88
-4.84
-3.16
1,022
null
null
96
0
0
null
null
null
null
null
100
600
Snow
light snow
13n
1,199,253,600
2008-01-02 06:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.1
4,000
-4.58
-4.1
-5.16
-3.28
1,022
null
null
96
0
0
null
null
null
null
0.6
100
600
Snow
light snow
13n
1,199,257,200
2008-01-02 07:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.06
4,000
-4.42
-4.06
-5.32
-3.11
1,022
null
null
97
0
0
null
null
null
null
null
75
600
Snow
light snow
13d
1,199,260,800
2008-01-02 08:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.87
4,000
-4.23
-3.87
-5.11
-2.83
1,022
null
null
97
1
20
null
null
null
null
null
75
803
Clouds
broken clouds
04d
1,199,264,400
2008-01-02 09:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.51
4,000
-3.99
-3.51
-4.61
-2.53
1,022
null
null
96
1
50
null
null
null
null
0.1
75
701
Mist
mist
50d
1,199,268,000
2008-01-02 10:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.07
4,000
-3.55
-3.07
-5.16
-2.04
1,022
null
null
96
1
30
null
null
null
null
null
100
701
Mist
mist
50d
1,199,271,600
2008-01-02 11:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.33
1,000
-3.69
-6.33
-5.16
-2.29
1,022
null
null
97
2
50
null
null
null
null
null
100
701
Mist
mist
50d
1,199,275,200
2008-01-02 12:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.26
500
-3.62
-6.25
-4.28
-2.2
1,022
null
null
97
2
90
null
null
null
null
null
100
741
Fog
fog
50d
1,199,278,800
2008-01-02 13:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-3.26
500
-3.74
-6.25
-4.22
-2.2
1,022
null
null
96
2
70
null
null
null
null
null
75
741
Fog
fog
50d
1,199,282,400
2008-01-02 14:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-4.11
1,000
-4.59
-7.24
-5.2
-3.01
1,022
null
null
96
2
80
null
null
null
null
null
75
803
Clouds
broken clouds
04d
1,199,286,000
2008-01-02 15:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.03
4,000
-5.75
-5.03
-6.66
-3.88
1,022
null
null
94
0
0
null
null
null
null
null
75
701
Mist
mist
50n
1,199,289,600
2008-01-02 16:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.76
4,000
-6.36
-5.76
-7.84
-4.3
1,022
null
null
95
1
350
null
null
null
null
null
75
701
Mist
mist
50n
1,199,293,200
2008-01-02 17:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-6.5
4,000
-7.09
-6.5
-9.2
-4.51
1,023
null
null
95
1
50
null
null
null
null
null
75
701
Mist
mist
50n
1,199,296,800
2008-01-02 18:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-6.67
4,000
-7.14
-10.23
-9.67
-4.29
1,023
null
null
96
2
60
null
null
null
null
null
75
701
Mist
mist
50n
1,199,300,400
2008-01-02 19:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-6.94
4,000
-7.41
-10.54
-10.25
-4.21
1,023
null
null
96
2
70
null
null
null
null
null
75
701
Mist
mist
50n
1,199,304,000
2008-01-02 20:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-7.72
4,000
-8.31
-11.45
-11.43
-4.88
1,023
null
null
95
2
100
null
null
null
null
null
75
701
Mist
mist
50n
1,199,307,600
2008-01-02 21:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-8.38
4,000
-8.96
-8.38
-12.07
-5.6
1,024
null
null
95
1
80
null
null
null
null
null
75
701
Mist
mist
50n
1,199,311,200
2008-01-02 22:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.02
4,000
-9.6
-9.02
-12.89
-6.19
1,023
null
null
95
1
50
null
null
null
null
null
75
701
Mist
mist
50n
1,199,314,800
2008-01-02 23:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.22
4,000
-9.8
-9.22
-13.12
-6.34
1,024
null
null
95
1
70
null
null
null
null
null
75
701
Mist
mist
50n
1,199,318,400
2008-01-03 00:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.81
4,000
-10.39
-9.81
-13.59
-7.08
1,024
null
null
95
1
170
null
null
null
null
null
75
701
Mist
mist
50n
1,199,322,000
2008-01-03 01:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.42
4,000
-10.12
-9.42
-12.93
-6.74
1,024
null
null
94
1
60
null
null
null
null
null
40
701
Mist
mist
50n
1,199,325,600
2008-01-03 02:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.63
4,000
-10.45
-9.63
-13.37
-6.74
1,024
null
null
93
1
20
null
null
null
null
null
40
701
Mist
mist
50n
1,199,329,200
2008-01-03 03:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-10.43
4,000
-11.12
-10.43
-14.25
-7.76
1,024
null
null
94
1
330
null
null
null
null
null
40
701
Mist
mist
50n
1,199,332,800
2008-01-03 04:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.03
4,000
-11.84
-15.3
-14.49
-8.37
1,024
null
null
93
2
210
null
null
null
null
null
20
701
Mist
mist
50n
1,199,336,400
2008-01-03 05:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.91
4,000
-12.83
-16.33
-14.99
-8.85
1,024
null
null
92
2
200
null
null
null
null
null
0
701
Mist
mist
50n
1,199,340,000
2008-01-03 06:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-13.02
4,000
-13.93
-17.62
-16.51
-9.64
1,024
null
null
92
2
210
null
null
null
null
null
20
701
Mist
mist
50n
1,199,343,600
2008-01-03 07:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-13.51
4,000
-14.54
-18.19
-17.56
-9.64
1,025
null
null
91
2
220
null
null
null
null
null
40
701
Mist
mist
50d
1,199,347,200
2008-01-03 08:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.74
4,000
-12.91
-16.13
-15.4
-8.22
1,025
null
null
90
2
200
null
null
null
null
null
40
701
Mist
mist
50d
1,199,350,800
2008-01-03 09:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.48
4,000
-10.67
-9.48
-12.16
-7.2
1,025
null
null
90
1
200
null
null
null
null
null
20
701
Mist
mist
50d
1,199,354,400
2008-01-03 10:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-7.08
10,000
-10.35
-10.7
-9.14
-5.45
1,025
null
null
75
2
210
null
null
null
null
null
5
701
Mist
mist
50d
1,199,358,000
2008-01-03 11:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.91
10,000
-10.15
-5.91
-8.16
-3.35
1,025
null
null
69
1
80
null
null
null
null
null
27
802
Clouds
scattered clouds
03d
1,199,361,600
2008-01-03 12:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.48
10,000
-9.57
-8.84
-8.16
-3.55
1,025
null
null
70
2
70
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,365,200
2008-01-03 13:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-5.73
10,000
-10.31
-9.13
-7.33
-3.85
1,025
null
null
67
2
70
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,368,800
2008-01-03 14:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-6.53
10,000
-10.12
-10.06
-8.37
-4.45
1,026
null
null
73
2
70
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,372,400
2008-01-03 15:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-7.91
10,000
-10.72
-11.67
-11.16
-5.45
1,026
null
null
78
2
70
null
null
null
null
null
20
801
Clouds
few clouds
02n
1,199,376,000
2008-01-03 16:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.21
10,000
-11.17
-13.18
-13.07
-6.85
1,027
null
null
84
2
70
null
null
null
null
null
20
701
Mist
mist
50n
1,199,379,600
2008-01-03 17:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.98
10,000
-11.67
-14.08
-13.81
-7.49
1,027
null
null
86
2
80
null
null
null
null
null
20
701
Mist
mist
50n
1,199,383,200
2008-01-03 18:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-10.83
10,000
-12
-10.83
-13.42
-8.62
1,027
null
null
90
1
80
null
null
null
null
null
4
701
Mist
mist
50n
1,199,386,800
2008-01-03 19:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.26
10,000
-12.43
-15.57
-15.16
-9.06
1,028
null
null
90
2
50
null
null
null
null
null
0
741
Fog
fog
50n
1,199,390,400
2008-01-03 20:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.5
10,000
-12.67
-15.85
-16.16
-9.41
1,028
null
null
90
2
70
null
null
null
null
null
0
741
Fog
fog
50n
1,199,394,000
2008-01-03 21:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-11.99
4,000
-12.79
-16.42
-16.16
-9.92
1,029
null
null
93
2
70
null
null
null
null
null
0
701
Mist
mist
50n
1,199,397,600
2008-01-03 22:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-12.01
4,000
-13.05
-17.93
-17.16
-10.43
1,029
null
null
91
3
70
null
null
null
null
null
2
701
Mist
mist
50n
1,199,401,200
2008-01-03 23:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-12.5
4,000
-13.54
-18.52
-17.16
-10.85
1,030
null
null
91
3
70
null
null
null
null
null
0
701
Mist
mist
50n
1,199,404,800
2008-01-04 00:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-12.99
10,000
-14.39
-19.1
-17.16
-9.85
1,030
null
null
88
3
100
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,408,400
2008-01-04 01:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-13.07
10,000
-18.22
-19.2
-17.16
-8.35
1,031
null
null
62
3
140
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,412,000
2008-01-04 02:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-13.57
10,000
-19.59
-18.26
-18.16
-8.45
1,031
null
null
57
2
130
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,415,600
2008-01-04 03:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-14.21
10,000
-19.84
-19.01
-18.16
-9.15
1,031
null
null
59
2
90
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,419,200
2008-01-04 04:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-14.76
10,000
-19.19
-19.65
-19.16
-10.55
1,031
null
null
66
2
80
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,422,800
2008-01-04 05:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-15.01
10,000
-19.76
-19.94
-20.16
-10.65
1,031
null
null
64
2
80
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,426,400
2008-01-04 06:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-15.33
10,000
-19.59
-21.92
-21.16
-11.05
1,032
null
null
67
3
80
null
null
null
null
null
0
800
Clear
sky is clear
01n
1,199,430,000
2008-01-04 07:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-15.41
10,000
-19.36
-22.01
-22.16
-11.55
1,032
null
null
69
3
70
null
null
null
null
null
0
800
Clear
sky is clear
01d
1,199,433,600
2008-01-04 08:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-13.78
10,000
-18.74
-20.78
-20.16
-10.25
1,033
null
null
63
4
80
null
null
null
null
null
0
800
Clear
sky is clear
01d
1,199,437,200
2008-01-04 09:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-12.24
10,000
-18.13
-18.2
-14.79
-8.15
1,033
null
null
58
3
90
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,440,800
2008-01-04 10:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-10.13
10,000
-16.31
-15.67
-13.16
-7.25
1,032
null
null
57
3
70
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,444,400
2008-01-04 11:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.13
10,000
-15.93
-15.5
-12.16
-6.35
1,032
null
null
54
4
50
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,448,000
2008-01-04 12:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-8.35
10,000
-15.4
-13.53
-12.16
-5.35
1,032
null
null
53
3
70
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,451,600
2008-01-04 13:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-8.35
10,000
-15.4
-13.53
-11.16
-5.55
1,032
null
null
53
3
80
null
null
null
null
null
20
801
Clouds
few clouds
02d
1,199,455,200
2008-01-04 14:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-9.22
10,000
-16.63
-14.58
-11.3
-5.15
1,032
null
null
51
3
70
null
null
null
null
null
40
802
Clouds
scattered clouds
03d
1,199,458,800
2008-01-04 15:00:00 +0000 UTC
7,200
Universitatea Babeș-Bolyai din Cluj-Napoca
46.767141
23.592139
-10.81
10,000
-16.77
-15.05
-13.16
-7.35
1,032
null
null
58
2
60
null
null
null
null
null
20
801
Clouds
few clouds
02n

Cluj Napoca Weather Dataset

A weather dataset of Cluj Napoca taken from the OpenWheather History API. It was scraped from the Open Weather Map using their Weather API. The data collected was from January 1st 2008 until May 2023 at an hourly rate. The columns are presented in the image below:

image/png

Long Time Series Predictions

Clone the Time-Series-Library repository.

git clone https://github.com/thuml/Time-Series-Library.git

For training the model create a folder called dataset. After that you can either modify the .sh files (for me it didn't work), or run the predict.ipynb jupyter notebook. Alternatively, check the HuggingFace implementations for Informer, Autoformer, Vanilla Transformer, PatchTST and PatchTSMixer

Results

Without any hyperparameter tuning the results on this dataset were the following:

image/png

A description of what I did to get to those results can be found here. Also, the trained checkpoints are here.
The data is licensed per OpenWeather under the odbl license.

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