Update data, model, and predictions

khurshiduktamov · Jun 12, 2024 · 4a737f5 · 4a737f5
1 parent 8adbfbd
commit 4a737f5
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Showing 4 changed files with 241 additions and 6 deletions.
diff --git a/data/models/arima_model.pkl b/data/models/arima_model.pkl
diff --git a/data/processed/predictions.csv b/data/processed/predictions.csv
@@ -1,6 +1,6 @@
 date,pm25
-2024-06-12,45
-2024-06-13,43
-2024-06-14,43
-2024-06-15,42
-2024-06-16,43
+2024-06-13,58
+2024-06-14,52
+2024-06-15,50
+2024-06-16,50
+2024-06-17,51
diff --git a/data/processed/processed_data.csv b/data/processed/processed_data.csv
@@ -1791,4 +1791,4 @@ date,pm25
 2024-06-01, 45
 2024-06-02, 32
 2024-06-03, 39
-2024-06-11,50
+2024-06-12,70
diff --git a/data/raw/weather_data.json b/data/raw/weather_data.json
@@ -4229,6 +4229,241 @@
                     "sync": "2024-06-11T23:12:53+09:00"
                 }
             }
+        },
+        {
+            "status": "ok",
+            "data": {
+                "aqi": 70,
+                "idx": 11219,
+                "attributions": [
+                    {
+                        "url": "http://worldweather.wmo.int",
+                        "name": "World Meteorological Organization - surface synoptic observations (WMO-SYNOP)"
+                    },
+                    {
+                        "url": "https://uz.usembassy.gov/",
+                        "name": "Tashkent Air Quality Monitor - US Embassy",
+                        "logo": "US-StateDepartment.png"
+                    },
+                    {
+                        "url": "https://monitoring.meteo.uz/",
+                        "name": "Uzhydromet - Center for Hydrometeorological Service of the Republic of Uzbekistan",
+                        "logo": "UZ-uzhydromet.png"
+                    },
+                    {
+                        "url": "https://waqi.info/",
+                        "name": "World Air Quality Index Project"
+                    }
+                ],
+                "city": {
+                    "geo": [
+                        41.3672,
+                        69.2725
+                    ],
+                    "name": "Tashkent US Embassy, Uzbekistan",
+                    "url": "https://aqicn.org/city/uzbekistan/tashkent/us-embassy",
+                    "location": ""
+                },
+                "dominentpol": "pm25",
+                "iaqi": {
+                    "dew": {
+                        "v": 12
+                    },
+                    "h": {
+                        "v": 28
+                    },
+                    "p": {
+                        "v": 1010
+                    },
+                    "pm25": {
+                        "v": 70
+                    },
+                    "t": {
+                        "v": 32.5
+                    },
+                    "w": {
+                        "v": 3
+                    },
+                    "wg": {
+                        "v": 9.2
+                    }
+                },
+                "time": {
+                    "s": "2024-06-12 10:00:00",
+                    "tz": "+05:00",
+                    "v": 1718186400,
+                    "iso": "2024-06-12T10:00:00+05:00"
+                },
+                "forecast": {
+                    "daily": {
+                        "o3": [
+                            {
+                                "avg": 18,
+                                "day": "2024-06-10",
+                                "max": 44,
+                                "min": 9
+                            },
+                            {
+                                "avg": 14,
+                                "day": "2024-06-11",
+                                "max": 38,
+                                "min": 7
+                            },
+                            {
+                                "avg": 17,
+                                "day": "2024-06-12",
+                                "max": 42,
+                                "min": 4
+                            },
+                            {
+                                "avg": 17,
+                                "day": "2024-06-13",
+                                "max": 28,
+                                "min": 10
+                            },
+                            {
+                                "avg": 17,
+                                "day": "2024-06-14",
+                                "max": 40,
+                                "min": 4
+                            },
+                            {
+                                "avg": 26,
+                                "day": "2024-06-15",
+                                "max": 46,
+                                "min": 7
+                            },
+                            {
+                                "avg": 27,
+                                "day": "2024-06-16",
+                                "max": 46,
+                                "min": 10
+                            },
+                            {
+                                "avg": 19,
+                                "day": "2024-06-17",
+                                "max": 19,
+                                "min": 10
+                            }
+                        ],
+                        "pm10": [
+                            {
+                                "avg": 26,
+                                "day": "2024-06-10",
+                                "max": 28,
+                                "min": 20
+                            },
+                            {
+                                "avg": 23,
+                                "day": "2024-06-11",
+                                "max": 28,
+                                "min": 13
+                            },
+                            {
+                                "avg": 15,
+                                "day": "2024-06-12",
+                                "max": 20,
+                                "min": 9
+                            },
+                            {
+                                "avg": 15,
+                                "day": "2024-06-13",
+                                "max": 27,
+                                "min": 6
+                            },
+                            {
+                                "avg": 13,
+                                "day": "2024-06-14",
+                                "max": 18,
+                                "min": 7
+                            },
+                            {
+                                "avg": 14,
+                                "day": "2024-06-15",
+                                "max": 18,
+                                "min": 10
+                            },
+                            {
+                                "avg": 18,
+                                "day": "2024-06-16",
+                                "max": 19,
+                                "min": 11
+                            },
+                            {
+                                "avg": 19,
+                                "day": "2024-06-17",
+                                "max": 20,
+                                "min": 14
+                            },
+                            {
+                                "avg": 21,
+                                "day": "2024-06-18",
+                                "max": 27,
+                                "min": 11
+                            }
+                        ],
+                        "pm25": [
+                            {
+                                "avg": 76,
+                                "day": "2024-06-10",
+                                "max": 89,
+                                "min": 65
+                            },
+                            {
+                                "avg": 58,
+                                "day": "2024-06-11",
+                                "max": 68,
+                                "min": 35
+                            },
+                            {
+                                "avg": 47,
+                                "day": "2024-06-12",
+                                "max": 68,
+                                "min": 30
+                            },
+                            {
+                                "avg": 42,
+                                "day": "2024-06-13",
+                                "max": 68,
+                                "min": 21
+                            },
+                            {
+                                "avg": 47,
+                                "day": "2024-06-14",
+                                "max": 68,
+                                "min": 28
+                            },
+                            {
+                                "avg": 55,
+                                "day": "2024-06-15",
+                                "max": 68,
+                                "min": 40
+                            },
+                            {
+                                "avg": 58,
+                                "day": "2024-06-16",
+                                "max": 68,
+                                "min": 42
+                            },
+                            {
+                                "avg": 55,
+                                "day": "2024-06-17",
+                                "max": 68,
+                                "min": 40
+                            },
+                            {
+                                "avg": 64,
+                                "day": "2024-06-18",
+                                "max": 68,
+                                "min": 40
+                            }
+                        ]
+                    }
+                },
+                "debug": {
+                    "sync": "2024-06-12T14:42:06+09:00"
+                }
+            }
         }
     ]
 }