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 |
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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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