bennyistanto/Parsing BMKG's daily climate data.ipynb

## Parsing BMKG's daily climate data.ipynb
{
 "cells": [
  {
   "attachments": {
    "image.png": {
     "image/png": "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"
    }
   },
   "cell_type": "markdown",
   "id": "cae879c7",
   "metadata": {},
   "source": [
    "# Parsing daily climate data in a xlsx, downloaded from BMKG's Data Online\n",
    "\n",
    "If you have spreadsheet file of daily climate data, downloaded from [BMKG Data Online](https://dataonline.bmkg.go.id/data_iklim). then you need to parse it before the data ready to use. \n",
    "\n",
    "Somehow, the file's structure is a bit unconventional for a typical Excel sheet. The values for ID WMO, Nama Stasiun, Lintang, etc. are actually in the header names themselves, not in the cell values under those headers. The climate data itself started at row 9 for the header.\n",
    "\n",
    "See below screenshot!\n",
    "\n",
    "![image.png](attachment:image.png)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6bbd4940",
   "metadata": {},
   "source": [
    "## Extract weather station information from data collection\n",
    "\n",
    "Currently I have around 180 xlsx files (1 xlsx for 1 station) in a folder. Let's extract the station information from each file, compile it, and save it as single csv file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "15d86ed7",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Processing files: 100%|██████████████████████████████████████████████| 182/182 [05:40<00:00,  1.87s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error processing file ~$Balai Besar Meteorologi Klimatologi dan Geofisika Wilayah I.xlsx: Excel file format cannot be determined, you must specify an engine manually.\n",
      "Error processing file ~$Halim Perdana Kusuma Jakarta.xlsx: Excel file format cannot be determined, you must specify an engine manually.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>ID_WMO</th>\n",
       "      <th>Station</th>\n",
       "      <th>Lon</th>\n",
       "      <th>Lat</th>\n",
       "      <th>Elevation</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>96001</td>\n",
       "      <td>Stasiun Meteorologi Maimun Saleh</td>\n",
       "      <td>95.33785</td>\n",
       "      <td>5.87655</td>\n",
       "      <td>126.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>96009</td>\n",
       "      <td>Stasiun Meteorologi Malikussaleh</td>\n",
       "      <td>96.94749</td>\n",
       "      <td>5.22869</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>96011</td>\n",
       "      <td>Stasiun Meteorologi Sultan Iskandar Muda</td>\n",
       "      <td>95.41700</td>\n",
       "      <td>5.52244</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>96013</td>\n",
       "      <td>Stasiun Geofisika Aceh Besar</td>\n",
       "      <td>95.29600</td>\n",
       "      <td>5.49600</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>96015</td>\n",
       "      <td>Stasiun Meteorologi Cut Nyak Dhien Nagan Raya</td>\n",
       "      <td>96.24796</td>\n",
       "      <td>4.04928</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>176</td>\n",
       "      <td>97812</td>\n",
       "      <td>Stasiun Geofisika Nabire</td>\n",
       "      <td>132.75000</td>\n",
       "      <td>-5.64000</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>177</td>\n",
       "      <td>97876</td>\n",
       "      <td>Stasiun Meteorologi Tanah Merah</td>\n",
       "      <td>140.31000</td>\n",
       "      <td>-6.10000</td>\n",
       "      <td>97.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>178</td>\n",
       "      <td>97900</td>\n",
       "      <td>Stasiun Meteorologi Mathilda Batlayeri</td>\n",
       "      <td>131.30000</td>\n",
       "      <td>-7.98000</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>179</td>\n",
       "      <td>97978</td>\n",
       "      <td>Stasiun Klimatologi Merauke</td>\n",
       "      <td>140.51700</td>\n",
       "      <td>-8.38700</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>180</td>\n",
       "      <td>97980</td>\n",
       "      <td>Stasiun Meteorologi Mopah</td>\n",
       "      <td>140.41568</td>\n",
       "      <td>-8.52019</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>180 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID ID_WMO                                        Station        Lon  \\\n",
       "0      1  96001               Stasiun Meteorologi Maimun Saleh   95.33785   \n",
       "1      2  96009               Stasiun Meteorologi Malikussaleh   96.94749   \n",
       "2      3  96011       Stasiun Meteorologi Sultan Iskandar Muda   95.41700   \n",
       "3      4  96013                   Stasiun Geofisika Aceh Besar   95.29600   \n",
       "4      5  96015  Stasiun Meteorologi Cut Nyak Dhien Nagan Raya   96.24796   \n",
       "..   ...    ...                                            ...        ...   \n",
       "175  176  97812                       Stasiun Geofisika Nabire  132.75000   \n",
       "176  177  97876                Stasiun Meteorologi Tanah Merah  140.31000   \n",
       "177  178  97900         Stasiun Meteorologi Mathilda Batlayeri  131.30000   \n",
       "178  179  97978                    Stasiun Klimatologi Merauke  140.51700   \n",
       "179  180  97980                      Stasiun Meteorologi Mopah  140.41568   \n",
       "\n",
       "         Lat  Elevation  \n",
       "0    5.87655      126.0  \n",
       "1    5.22869       28.0  \n",
       "2    5.52244       20.0  \n",
       "3    5.49600       32.0  \n",
       "4    4.04928        3.0  \n",
       "..       ...        ...  \n",
       "175 -5.64000       22.0  \n",
       "176 -6.10000       97.0  \n",
       "177 -7.98000       24.0  \n",
       "178 -8.38700        5.0  \n",
       "179 -8.52019        0.0  \n",
       "\n",
       "[180 rows x 6 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import os\n",
    "import re\n",
    "from tqdm import tqdm\n",
    "\n",
    "# Function to extract data after the colon\n",
    "def get_data_after_colon(cell_value):\n",
    "    match = re.search(r':\\s+(.*)', str(cell_value))\n",
    "    if match:\n",
    "        return match.group(1).strip()\n",
    "    else:\n",
    "        return str(cell_value).strip()\n",
    "\n",
    "# Function to extract only numeric characters\n",
    "def get_only_numbers(cell_value):\n",
    "    return ''.join(re.findall(r'\\d+', str(cell_value)))\n",
    "\n",
    "# Directory containing the .xlsx files\n",
    "folder_path = './input/BMKG/'\n",
    "\n",
    "# Get a list of all xlsx files in the directory\n",
    "xlsx_files = [f for f in os.listdir(folder_path) if f.endswith('.xlsx')]\n",
    "\n",
    "all_data = []\n",
    "\n",
    "# Loop through each file and extract data\n",
    "for file in tqdm(xlsx_files, desc=\"Processing files\"):\n",
    "    try:\n",
    "        # Load the spreadsheet\n",
    "        xls = pd.ExcelFile(folder_path + file)\n",
    "        sheet = xls.parse(xls.sheet_names[0])\n",
    "\n",
    "        # Extract data\n",
    "        ID_WMO = get_only_numbers(sheet.columns[2])  # From column header\n",
    "        Station = get_data_after_colon(sheet.iloc[0, 2])\n",
    "        Lat = float(get_data_after_colon(sheet.iloc[1, 2]))\n",
    "        Lon = float(get_data_after_colon(sheet.iloc[2, 2]))\n",
    "        Elevation = float(get_data_after_colon(sheet.iloc[3, 2]))\n",
    "\n",
    "        all_data.append([ID_WMO, Station, Lon, Lat, Elevation])\n",
    "    except Exception as e:\n",
    "        print(f\"Error processing file {file}: {e}\")\n",
    "\n",
    "# Convert to dataframe\n",
    "df = pd.DataFrame(all_data, columns=['ID_WMO', 'Station', 'Lon', 'Lat', 'Elevation'])\n",
    "\n",
    "# Sort by ID_WMO\n",
    "df = df.sort_values(by=['ID_WMO'])\n",
    "\n",
    "# Add ID column as index\n",
    "df = df.reset_index(drop=True)\n",
    "df['ID'] = df.index + 1\n",
    "\n",
    "# Reorder columns\n",
    "df = df[['ID', 'ID_WMO', 'Station', 'Lon', 'Lat', 'Elevation']]\n",
    "\n",
    "# Save to csv\n",
    "df.to_csv('./output/idn_cli_weatherstation_location_bmkg.csv', index=False)\n",
    "\n",
    "# Preview the output\n",
    "df\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74e08506",
   "metadata": {},
   "source": [
    "## Plot the station\n",
    "\n",
    "Let's plot the station coordinate into a map, to see the spatial distribution accross the country"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "c2ce341a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.basemap import Basemap\n",
    "\n",
    "# Load the CSV data\n",
    "df = pd.read_csv('./output/idn_cli_weatherstation_location_bmkg.csv')\n",
    "\n",
    "# Initialize a new map\n",
    "fig, ax = plt.subplots(figsize=(10,15))\n",
    "m = Basemap(resolution='i', projection='merc', llcrnrlat=-11, urcrnrlat=6, llcrnrlon=95, urcrnrlon=141, ax=ax)\n",
    "m.drawcoastlines()\n",
    "m.drawcountries()\n",
    "m.drawmapboundary(fill_color='white')  # Set sea color to white\n",
    "m.fillcontinents(color='grey',lake_color='white')  # Set land color to grey\n",
    "\n",
    "# Plot each weather station on the map\n",
    "for _, row in df.iterrows():\n",
    "    x, y = m(row['Lon'], row['Lat'])\n",
    "    m.plot(x, y, 'ro', markersize=5)  # Change marker to red\n",
    "    #plt.text(x, y, row['ID_WMO'], fontsize=9)\n",
    "\n",
    "# Save the map as a PNG\n",
    "plt.savefig('./output/idn_cli_weatherstation_map_bmkg.png', dpi=300)\n",
    "\n",
    "# Show the map\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e54508e0",
   "metadata": {},
   "source": [
    "## Extract climate variables\n",
    "\n",
    "Next, extract climate variables (in this case is RR or Rainfall), from each xlsx and compile it as single csv file.\n",
    "\n",
    "For this case, I would like to extract daily rainfall from each of station with start date 1 Jun 2000, and arrange in long format with column structure: ID, Date, Julian Date, ID_WMO(1), ID_WMO(2), ..., ID_WMO(n). I'd like to pivot the data so that each unique ID_WMO value forms a column in the resultant DataFrame. The RR values will populate these columns."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3f6a2429",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Processing files: 100%|██████████████████████████████████████████████| 182/182 [35:40<00:00, 11.76s/it]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error processing file ~$Balai Besar Meteorologi Klimatologi dan Geofisika Wilayah I.xlsx: Excel file format cannot be determined, you must specify an engine manually.\n",
      "Error processing file ~$Halim Perdana Kusuma Jakarta.xlsx: Excel file format cannot be determined, you must specify an engine manually.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID</th>\n",
       "      <th>Date</th>\n",
       "      <th>JD</th>\n",
       "      <th>96041</th>\n",
       "      <th>96747</th>\n",
       "      <th>96793</th>\n",
       "      <th>97234</th>\n",
       "      <th>96013</th>\n",
       "      <th>96039</th>\n",
       "      <th>97728</th>\n",
       "      <th>...</th>\n",
       "      <th>96655</th>\n",
       "      <th>97630</th>\n",
       "      <th>96939</th>\n",
       "      <th>96805</th>\n",
       "      <th>97340</th>\n",
       "      <th>97760</th>\n",
       "      <th>97686</th>\n",
       "      <th>96505</th>\n",
       "      <th>97240</th>\n",
       "      <th>96169</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>7458</td>\n",
       "      <td>01-06-2000</td>\n",
       "      <td>153</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.5</td>\n",
       "      <td>9.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7459</td>\n",
       "      <td>02-06-2000</td>\n",
       "      <td>154</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>13.2</td>\n",
       "      <td>33.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>7460</td>\n",
       "      <td>03-06-2000</td>\n",
       "      <td>155</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>3.6</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7461</td>\n",
       "      <td>04-06-2000</td>\n",
       "      <td>156</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7462</td>\n",
       "      <td>05-06-2000</td>\n",
       "      <td>157</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7879</th>\n",
       "      <td>15337</td>\n",
       "      <td>27-12-2021</td>\n",
       "      <td>361</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>12.5</td>\n",
       "      <td>1.7</td>\n",
       "      <td>56.0</td>\n",
       "      <td>8888.0</td>\n",
       "      <td>8888.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>2.5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7880</th>\n",
       "      <td>15338</td>\n",
       "      <td>28-12-2021</td>\n",
       "      <td>362</td>\n",
       "      <td>8888.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26.0</td>\n",
       "      <td>5.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>2.6</td>\n",
       "      <td>13.2</td>\n",
       "      <td>10.0</td>\n",
       "      <td>20.5</td>\n",
       "      <td>40.3</td>\n",
       "      <td>3.2</td>\n",
       "      <td>8888.0</td>\n",
       "      <td>17.8</td>\n",
       "      <td>9.7</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7881</th>\n",
       "      <td>15339</td>\n",
       "      <td>29-12-2021</td>\n",
       "      <td>363</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>18.5</td>\n",
       "      <td>11.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>40.6</td>\n",
       "      <td>25.0</td>\n",
       "      <td>3.9</td>\n",
       "      <td>9.1</td>\n",
       "      <td>11.9</td>\n",
       "      <td>17.8</td>\n",
       "      <td>27.4</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7882</th>\n",
       "      <td>15340</td>\n",
       "      <td>30-12-2021</td>\n",
       "      <td>364</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>3.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.4</td>\n",
       "      <td>17.2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7883</th>\n",
       "      <td>15341</td>\n",
       "      <td>31-12-2021</td>\n",
       "      <td>365</td>\n",
       "      <td>8.3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.6</td>\n",
       "      <td>17.7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>8888.0</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>7.5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7884 rows × 183 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         ID        Date   JD   96041  96747  96793  97234  96013  96039  \\\n",
       "0      7458  01-06-2000  153     NaN    NaN    NaN    0.0    NaN    0.0   \n",
       "1      7459  02-06-2000  154     NaN    NaN    NaN    0.0    NaN    0.3   \n",
       "2      7460  03-06-2000  155     NaN    NaN    NaN    0.0    NaN    0.0   \n",
       "3      7461  04-06-2000  156     NaN    NaN    NaN    1.0    NaN    0.0   \n",
       "4      7462  05-06-2000  157     NaN   11.2    NaN    0.0    NaN    0.0   \n",
       "...     ...         ...  ...     ...    ...    ...    ...    ...    ...   \n",
       "7879  15337  27-12-2021  361     0.0    NaN    NaN    NaN    NaN    NaN   \n",
       "7880  15338  28-12-2021  362  8888.0    NaN   26.0    5.7    NaN    NaN   \n",
       "7881  15339  29-12-2021  363     0.0    NaN   18.5   11.0    NaN    NaN   \n",
       "7882  15340  30-12-2021  364     0.0    NaN    0.4    NaN    NaN    NaN   \n",
       "7883  15341  31-12-2021  365     8.3    NaN    0.6   17.7    NaN    NaN   \n",
       "\n",
       "      97728  ...  96655  97630   96939   96805   97340  97760   97686  96505  \\\n",
       "0       NaN  ...    0.5    9.0     NaN     0.0     0.0    NaN     NaN    NaN   \n",
       "1       NaN  ...   13.2   33.0     NaN     0.0     0.0    NaN     NaN    NaN   \n",
       "2       NaN  ...    3.6    7.0     NaN     4.9     0.0    NaN     NaN    NaN   \n",
       "3       NaN  ...    0.0   17.0     NaN    40.3     0.0    NaN     NaN    NaN   \n",
       "4       NaN  ...    0.0    4.0     NaN     0.0     0.0    NaN     NaN    NaN   \n",
       "...     ...  ...    ...    ...     ...     ...     ...    ...     ...    ...   \n",
       "7879    NaN  ...   12.5    1.7    56.0  8888.0  8888.0    0.2     4.0    0.2   \n",
       "7880    NaN  ...    2.6   13.2    10.0    20.5    40.3    3.2  8888.0   17.8   \n",
       "7881    NaN  ...    0.0   40.6    25.0     3.9     9.1   11.9    17.8   27.4   \n",
       "7882    NaN  ...    3.8    0.0     0.0     1.4    17.2    NaN     1.4    NaN   \n",
       "7883    NaN  ...    4.0    0.2  8888.0     2.9     2.9    0.0     9.3    7.5   \n",
       "\n",
       "      97240  96169  \n",
       "0       0.0    NaN  \n",
       "1       0.0    NaN  \n",
       "2       2.0    NaN  \n",
       "3       0.0    NaN  \n",
       "4       0.0    NaN  \n",
       "...     ...    ...  \n",
       "7879    2.5    NaN  \n",
       "7880    9.7    NaN  \n",
       "7881   13.0    NaN  \n",
       "7882    0.0    NaN  \n",
       "7883    NaN    NaN  \n",
       "\n",
       "[7884 rows x 183 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import os\n",
    "from tqdm import tqdm\n",
    "\n",
    "# Function to convert a date in DD-MM-YYYY format to its Julian date\n",
    "def to_julian_date(date_string):\n",
    "    try:\n",
    "        date_obj = pd.to_datetime(date_string, format='%d-%m-%Y')\n",
    "        return int(date_obj.strftime('%j'))\n",
    "    except:\n",
    "        return None\n",
    "\n",
    "# Directory containing the .xlsx files\n",
    "folder_path = './input/BMKG/'\n",
    "\n",
    "# Get a list of all xlsx files in the directory\n",
    "xlsx_files = [f for f in os.listdir(folder_path) if f.endswith('.xlsx')]\n",
    "\n",
    "# Dictionary to store the data\n",
    "data_dict = {\"ID\": [], \"Date\": [], \"JD\": []}\n",
    "\n",
    "# Loop through each file and extract data\n",
    "for file in tqdm(xlsx_files, desc=\"Processing files\"):\n",
    "    try:\n",
    "        # Load the spreadsheet\n",
    "        xls = pd.ExcelFile(folder_path + file)\n",
    "        sheet = xls.parse(xls.sheet_names[0], skiprows=8)  # Start reading from row 9\n",
    "        \n",
    "        # Extract ID_WMO value from column C1\n",
    "        ID_WMO = ''.join(filter(str.isdigit, xls.parse(xls.sheet_names[0]).columns[2]))\n",
    "        \n",
    "        # Check and initialize ID_WMO in data_dict if not already present\n",
    "        if ID_WMO not in data_dict:\n",
    "            data_dict[ID_WMO] = [None for _ in range(len(data_dict['ID']))]\n",
    "        \n",
    "        # Loop through each row in the sheet starting from the 10th row\n",
    "        for index, row in sheet.iterrows():\n",
    "            date_string = row['Tanggal']\n",
    "            \n",
    "            # Check if date_string is empty, and if so, break out of the loop for this sheet\n",
    "            if pd.isna(date_string):\n",
    "                break\n",
    "            \n",
    "            # Check if the date is 01-06-2000 or later\n",
    "            if pd.to_datetime(date_string, format='%d-%m-%Y') >= pd.to_datetime('01-06-2000', format='%d-%m-%Y'):\n",
    "                julian_date = to_julian_date(date_string)\n",
    "                rr_value = row['RR']\n",
    "\n",
    "                # If date_string is new, append to data_dict\n",
    "                if date_string not in data_dict[\"Date\"]:\n",
    "                    data_dict[\"ID\"].append(index + 1)\n",
    "                    data_dict[\"Date\"].append(date_string)\n",
    "                    data_dict[\"JD\"].append(julian_date)\n",
    "                    for key in data_dict:\n",
    "                        if key not in [\"ID\", \"Date\", \"JD\"]:\n",
    "                            data_dict[key].append(None)  # Add None for other ID_WMOs\n",
    "                \n",
    "                # Update the RR value for the current ID_WMO\n",
    "                idx = data_dict[\"Date\"].index(date_string)\n",
    "                data_dict[ID_WMO][idx] = rr_value\n",
    "                \n",
    "    except Exception as e:\n",
    "        print(f\"Error processing file {file}: {e}\")\n",
    "\n",
    "# Convert data dictionary to dataframe\n",
    "df = pd.DataFrame(data_dict)\n",
    "\n",
    "# Save to csv\n",
    "df.to_csv('./output/idn_cli_weatherstation_data_bmkg.csv', index=False)\n",
    "\n",
    "# Preview the output\n",
    "df\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b7b248e8",
   "metadata": {},
   "source": [
    "## Annual summary of the data availability\n",
    "\n",
    "Let's calculate number of day per year where the data is NaN, so we can see if this is good enough reason to drop the data or not."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "bc76c226",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Year  96001  96009  96011  96013  96015  96017  96031  96033  96037  ...  \\\n",
      "0   2000    214      0      0    214    214      0      0    214      0  ...   \n",
      "1   2001    365      0      0    365    365      0      0    365      0  ...   \n",
      "2   2002    365      0      0    365    365      0      0    365      0  ...   \n",
      "3   2003    365      0      0    365    365      0      0    365      0  ...   \n",
      "4   2004    366      0      0    366    366      0     31    366      0  ...   \n",
      "5   2005    365      0      0    365    365      0      0    365      0  ...   \n",
      "6   2006    365      0      0    365    365      0      0    365      0  ...   \n",
      "7   2007    365      0      0    365    365      0      0    365      0  ...   \n",
      "8   2008    366      0      0    366    366      0      0    366      0  ...   \n",
      "9   2009    365      0      0    365    365      0      0    365      0  ...   \n",
      "10  2010      0      0      0    365      0      0     12      0      0  ...   \n",
      "11  2011      0      0      0    365      0      0      0      0      0  ...   \n",
      "12  2012      1    335      6    366      0      1     95     11      2  ...   \n",
      "13  2013      0    160    180    365      0      0      0     24     84  ...   \n",
      "14  2014    187    199      1    341      2      0      0      0      1  ...   \n",
      "15  2015    188     46    235     30     86    121    222    203    233  ...   \n",
      "16  2016     54      8    200     58     16    118    117     47    173  ...   \n",
      "17  2017    171      3    226     53     97    133    106     69    138  ...   \n",
      "18  2018    202     33    224     52    117    130    147     96    135  ...   \n",
      "19  2019     35     57    122    200     98     70     66    115    109  ...   \n",
      "20  2020     51     68    145    366     93     90    118     48    120  ...   \n",
      "21  2021     61      3    130    365     71     67    154      4    117  ...   \n",
      "\n",
      "    97760  97780  97790  97796  97810  97812  97876  97900  97978  97980  \n",
      "0     214      0      0    214    214    214    214      0    214    214  \n",
      "1     365     61      0      1    365    365      0      0    365      0  \n",
      "2     365      0     31      1    365    365    123      0    365      0  \n",
      "3     365    272     31      0    365    365      1      0    365      0  \n",
      "4     366    122      0      0    366    366      0      0    366      0  \n",
      "5     365    365      0      0    365    365      0      0    365      0  \n",
      "6     365      0      0      0    365    365      0      0    365      0  \n",
      "7     365     92      0      0    365    365     31      0    365      0  \n",
      "8     366    275      0      0    366    366     29      0    366      0  \n",
      "9     365     48      0      1    365    365     37      0    365     91  \n",
      "10    365    132      0      0      0    365    120      0    365     30  \n",
      "11    365     79      0      0      0    365     61      0    365      0  \n",
      "12    366    184      0      0      5    366     31      0    366     31  \n",
      "13    364    149    322     46    182    311     96     73    365      0  \n",
      "14    235      0    335     40     62     72    245     32    365      0  \n",
      "15    181    274    250     58    186    159    364    177    365    349  \n",
      "16    129    232    110     48      8    366    127     91    366    196  \n",
      "17    141    161    102     27     51    365    164     89    365     29  \n",
      "18    163      4    123     35     38    365    193    180    365     85  \n",
      "19    130    140    131     52      5    365    201    365    227     91  \n",
      "20     82    115     92     28     57    366    245     43    242     46  \n",
      "21     23     34     14     14      5    365     38     16    155     28  \n",
      "\n",
      "[22 rows x 181 columns]\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# Load the previously generated CSV file\n",
    "df = pd.read_csv('./output/idn_cli_weatherstation_data_bmkg.csv')\n",
    "\n",
    "# Extract the year from the Date column\n",
    "df['Year'] = pd.to_datetime(df['Date'], format='%d-%m-%Y').dt.year\n",
    "\n",
    "# Create a dataframe to store annual NaN counts\n",
    "nan_count_df = df.groupby('Year').apply(lambda x: x.isna().sum()).drop(columns=['ID', 'Date', 'JD', 'Year'])\n",
    "\n",
    "# Reset the index for the new dataframe\n",
    "nan_count_df = nan_count_df.reset_index()\n",
    "\n",
    "# Sort columns by their names (ID_WMO values)\n",
    "sorted_columns = sorted(nan_count_df.columns[1:], key=lambda x: int(x))  # Convert ID_WMO to integers for sorting\n",
    "nan_count_df = nan_count_df[['Year'] + sorted_columns]\n",
    "\n",
    "# Display the result\n",
    "print(nan_count_df)\n",
    "\n",
    "# Save the summarized dataframe to CSV\n",
    "nan_count_df.to_csv('./output/idn_cli_annual_nan_precip_count_summary_bmkg.csv', index=False)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5ce6ac5",
   "metadata": {},
   "source": [
    "## Heat map\n",
    "\n",
    "Let's visualise as a heat map.\n",
    "\n",
    "Each column represents a year. Each row represents an ID_WMO. Color intensity indicates the count of NaN values.\n",
    "\n",
    "This will let you quickly spot patterns across years and stations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "88b9ddd0",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2000x4000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# Read the csv file\n",
    "df = pd.read_csv('./output/idn_cli_annual_nan_precip_count_summary_bmkg.csv')\n",
    "\n",
    "# Set the 'Year' column as the index\n",
    "df.set_index('Year', inplace=True)\n",
    "\n",
    "# Check and drop the 'ID' column if it exists\n",
    "if 'ID' in df.columns:\n",
    "    df.drop('ID', axis=1, inplace=True)\n",
    "\n",
    "# Transpose the DataFrame\n",
    "df = df.transpose()\n",
    "\n",
    "# Sort the DataFrame by its index (ID_WMO)\n",
    "df = df.sort_index()\n",
    "\n",
    "# Generate the heatmap using only matplotlib\n",
    "fig, ax = plt.subplots(figsize=(20, 40))\n",
    "\n",
    "# Plot heatmap using pcolormesh\n",
    "cax = ax.pcolormesh(df, cmap=\"viridis\", shading=\"auto\")\n",
    "\n",
    "# Create a colorbar and adjust its height\n",
    "cbar = fig.colorbar(cax, ax=ax, aspect=50)\n",
    "cbar.ax.tick_params(labelsize=14)  # Font size for colorbar tick labels\n",
    "cbar.set_label('Number of NaN Days', size=16)  # Font size for colorbar label\n",
    "\n",
    "# Set x-axis labels to be the columns of df (i.e., years)\n",
    "ax.set_xticks(np.arange(len(df.columns)) + 0.5)\n",
    "ax.set_xticklabels(df.columns, rotation=45, ha='right', fontsize=14)  # Font size for x-axis labels\n",
    "\n",
    "# Set y-axis labels to be the index of df (i.e., the ID_WMO values)\n",
    "ax.set_yticks(np.arange(len(df.index)) + 0.5)\n",
    "ax.set_yticklabels(df.index, fontsize=14)  # Font size for y-axis labels\n",
    "\n",
    "# Set title and x/y axis labels with specified font sizes\n",
    "ax.set_title(\"Number of Days with NaN Values per Year\", fontsize=20)\n",
    "ax.set_xlabel(\"Year\", fontsize=16)\n",
    "ax.set_ylabel(\"ID_WMO\", fontsize=16)\n",
    "\n",
    "# Save the map as a PNG\n",
    "plt.savefig('./output/idn_cli_weatherstation_heatmap_nancount_bmkg.png', dpi=300)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43fe08e7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}