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
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null 0
24.2
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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
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int64 200
804
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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 |
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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:
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:
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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