data_processing.ipynb

{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# I . XỬ LÝ DATA"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 1. BIẾN TOÀN CỤC ĐỂ LƯU DỮ LIỆU"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Mảng lưu dữ liệu để tìm ra mode----------------------------\n",
    "# Month\n",
    "Data_array_find_the_mode_of_temperature_in_the_month = []\n",
    "Data_array_find_the_mode_of_humidity_in_the_month = []\n",
    "Data_array_find_the_mode_of_pressure_in_the_month = []\n",
    "Data_array_find_the_mode_of_PM1_0_in_the_month = []\n",
    "Data_array_find_the_mode_of_PM2_5_in_the_month = []\n",
    "Data_array_find_the_mode_of_PM10_0_in_the_month = []\n",
    "Data_array_find_the_mode_of_CO2_PPM_in_the_month = []\n",
    "#---------------------------------------------------------------------------------------------\n",
    "# Year \n",
    "# Dữ liệu dùng để tìm mode\n",
    "Data_array_find_the_mode_of_temperature_in_the_year = []\n",
    "Data_array_find_the_mode_of_humidity_in_the_year = []\n",
    "Data_array_find_the_mode_of_pressure_in_the_year = []\n",
    "Data_array_find_the_mode_of_PM1_0_in_the_year = []\n",
    "Data_array_find_the_mode_of_PM2_5_in_the_year = []\n",
    "Data_array_find_the_mode_of_PM10_0_in_the_year = []\n",
    "Data_array_find_the_mode_of_CO2_PPM_in_the_year = []\n",
    "for i in range(24) :\n",
    "    Data_array_find_the_mode_of_temperature_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_humidity_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_pressure_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_PM1_0_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_PM2_5_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_PM10_0_in_the_year.append(0)\n",
    "    Data_array_find_the_mode_of_CO2_PPM_in_the_year.append(0)\n",
    "\n",
    "    # Tạo mảng lưu dũ liệu theo giờ \n",
    "\n",
    "    Data_array_find_the_mode_of_temperature_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_humidity_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_pressure_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_PM1_0_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_PM2_5_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_PM10_0_in_the_year[i] = []\n",
    "    Data_array_find_the_mode_of_CO2_PPM_in_the_year[i] = []\n",
    "#---------------------------------------------------------------------------------------------\n",
    "\n",
    "# Dữ liệu trung bình trong từng năm và trong từng tháng --------------------------\n",
    "Average_Temperature_data_for_the_month = []\n",
    "Average_Humidity_data_for_the_month = []\n",
    "Average_Pressure_data_for_the_month = []\n",
    "Average_PM1_0_data_for_the_month = [] \n",
    "Average_PM2_5_data_for_the_month = [] \n",
    "Average_PM10_0_data_for_the_month = []\n",
    "Average_CO2_PPM_data_for_the_month = []\n",
    "\n",
    "Average_Temperature_Data_for_year = []\n",
    "Average_Humidity_Data_for_year = []\n",
    "Average_Pressure_Data_for_year = []\n",
    "Average_PM1_0_in_year = []\n",
    "Average_PM2_5_Data_for_year = [] \n",
    "Average_PM10_0_Data_for_year = []\n",
    "Average_CO2_PPM_Data_for_year = []\n",
    "#--------------------------------------------------------------------------------\n",
    "# Dữ liệu chi tiết mỗi giờ trong cả 1 năm được chia ra làm mảng 3 chiều : Giờ , Ngày , Tháng ---------------------------------------    \n",
    "Temperature_data_in_3D_array = [[\"Year : \"]]\n",
    "Humidity_data_in_3D_array = [[\"Year : \"]]\n",
    "Pressure_data_in_3D_array = [[\"Year : \"]]\n",
    "PM1_0_data_in_3D_array = [[\"Year : \"]]\n",
    "PM2_5_data_in_3D_array = [[\"Year : \"]]\n",
    "PM10_0_data_in_3D_array = [[\"Year : \"]]\n",
    "CO2_PPM_data_in_3D_array = [[\"Year : \"]]"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. HÀM MỞ RỘNG GIỚI HẠN LẤY DỮ LIỆU ĐẦU VÀO\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "import csv\n",
    "maxInt = sys.maxsize\n",
    "\n",
    "while True:\n",
    "    # decrease the maxInt value by factor 10 \n",
    "    # as long as the OverflowError occurs.\n",
    "\n",
    "    try:\n",
    "        csv.field_size_limit(maxInt)\n",
    "        break\n",
    "    except OverflowError:\n",
    "        maxInt = int(maxInt/10)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. HÀM VẼ ĐỒ THỊ HỒI QUY TUYẾN TÍNH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from sklearn.linear_model import LinearRegression\n",
    "def Linear_regression(Data_type) :\n",
    "    x = np.arange(0,24).reshape((-1,1))\n",
    "    y = np.array(Data_type)\n",
    "    model = LinearRegression().fit(x,y)\n",
    "    r_sq = model.score(x,y)\n",
    "    plt.xticks(np.arange(0,24,2))\n",
    "    plt.text(25,y[len(y)-1],\"y = \" + str(model.coef_[0])+ \"X\" + \" + \" + str(model.intercept_) + \"\\n\" + \"R = \" + str(r_sq))\n",
    "    plt.plot(x,y,\"go\")\n",
    "    plt.plot([min(x), max(x)],[model.coef_ * min(x) + model.intercept_, model.coef_ * max(x) + model.intercept_],'g--',color=\"red\")\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. HÀM TRẢ VỀ SỐ NGÀY TRONG TỪNG THÁNG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def day_in_month(Month,year) :\n",
    "    if Month == 1 or Month == 3 or Month == 5 or Month == 7 or Month == 8 or Month == 10 or Month == 12 :\n",
    "            return 31\n",
    "    elif Month == 4 or Month == 6 or Month == 9 or Month == 11 :\n",
    "            return 30\n",
    "    elif  year % 100  == 0 :\n",
    "        if year % 400 == 0 :\n",
    "            return 28\n",
    "        else :\n",
    "            return 29\n",
    "    else :\n",
    "        if year % 4 == 0 :\n",
    "            return 29\n",
    "        else :\n",
    "            return 28"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. HÀM XỬ LÝ TRẢ VỀ MAX , MIN DATA TRONG TỪNG THÁNG VÀ NĂM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def Max_Min_Data_in_the_month(Data_type, select =\"\") :\n",
    "    Maximum_value_of_each_hour =[\"Max month :\"]\n",
    "    Minimum_value_of_each_hour =[\"Min month :\"]\n",
    "    for i in range(24) :\n",
    "        Maximum_value_of_each_hour.append(0)\n",
    "        Minimum_value_of_each_hour.append(1000)\n",
    "    for i in range(1,day_in_month(i,year) + 1 ) :\n",
    "        for j in range(1,25) :\n",
    "            Maximum_value_of_each_hour[j] = max(Maximum_value_of_each_hour[j],Data_type[i][j])\n",
    "            if Data_type[i][j] == 0 :\n",
    "                continue\n",
    "            else :\n",
    "                Minimum_value_of_each_hour[j] = min(Minimum_value_of_each_hour[j],Data_type[i][j])\n",
    "    if select == \"Min\" :\n",
    "        return Minimum_value_of_each_hour[1:]\n",
    "    elif select == \"Max\" :\n",
    "        return Maximum_value_of_each_hour[1:]\n",
    "#-------------------------------------------------------------------------------------------------------\n",
    "def Max_Min_Data_in_the_year(Data_type,select=\"\") :\n",
    "    Maximum_value_of_each_hour = [\"Max year :\"]\n",
    "    Minimum_value_of_each_hour = [\"Min year :\"]\n",
    "    for i in range(24) :\n",
    "        Maximum_value_of_each_hour.append(0)\n",
    "        Minimum_value_of_each_hour.append(1000)\n",
    "    for i in range(1,13) :\n",
    "        for j in range(1,day_in_month(i,year) + 1 ) :\n",
    "            for k in range(1,25) :\n",
    "                Maximum_value_of_each_hour[k] = max(Maximum_value_of_each_hour[k],Data_type[i][j][k])\n",
    "                if Data_type[i][j][k] == 0 :\n",
    "                    continue\n",
    "                else : \n",
    "                    Minimum_value_of_each_hour[k] = min(Minimum_value_of_each_hour[k],Data_type[i][j][k])\n",
    "    if select == \"Min\" :\n",
    "        return Minimum_value_of_each_hour[1:]\n",
    "    elif select ==\"Max\" :\n",
    "        return Maximum_value_of_each_hour[1:]"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. HÀM TÌM MODE ( TẦN SUẤT )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import statistics\n",
    "# Hàm xử lý tìm mode trong cả năm -----------------------------------------------------\n",
    "def Mode_data(Data_type_mode,choose_type =\"\") :\n",
    "    Value_range_of_mode = [[\"Mode :\"]]\n",
    "    Frequency_of_the_value = [\"Frequency :\"]\n",
    "    for i in range(24) :\n",
    "        Value_range_of_mode.append(statistics.mode(Data_type_mode[i]))\n",
    "        Frequency_of_the_value.append(Data_type_mode[i].count(statistics.mode(Data_type_mode[i])))\n",
    "    if choose_type == \"Frequency\" :\n",
    "        return Frequency_of_the_value[1:]\n",
    "    elif choose_type == \"Value\" :\n",
    "        return Value_range_of_mode[1:]\n",
    "#-------------------------------------------------------------------------"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 7. HÀM XỬ LÝ DATA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from os import path\n",
    "def Data_processing(Incomplete_file_name ='C:\\\\Users\\\\DELL\\\\Downloads\\\\data_new\\\\may1\\\\2022-',year = 2022) :\n",
    "    check_existence_of_data_for_the_month = False\n",
    "    # ---------------------------------------------------------------------------------------\n",
    "    Data_array_find_the_mode_of_temperature_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_humidity_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_pressure_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_PM1_0_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_PM2_5_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_PM10_0_in_the_month.append([\"Year : \"  +str(year)])\n",
    "    Data_array_find_the_mode_of_CO2_PPM_in_the_month.append([\"Year : \"  +str(year)])\n",
    "\n",
    "    # Lưu dữ liệu trung bình trong từng tháng \n",
    "    Average_Temperature_Data_for_month = []\n",
    "    Average_Humidity_Data_for_month = []\n",
    "    Average_Pressure_Data_for_month = []\n",
    "    Average_PM1_0_Data_for_month = []\n",
    "    Average_PM2_5_Data_for_month = []\n",
    "    Average_PM10_0_Data_for_month = []\n",
    "    Average_CO2_PPM_Data_for_month = []\n",
    "    #Lưu tổng dữ liệu trong từng giờ trong 1 năm\n",
    "    Total_Temperature_data = []\n",
    "    Total_Humidity_data = []\n",
    "    Total_Pressure_data = []\n",
    "    Total_PM1_0_data = []\n",
    "    Total_PM2_5_data = []\n",
    "    Total_PM10_0_data = []\n",
    "    Total_CO2_PPM_data = []\n",
    "\n",
    "    #Lưu tổng số phần tử dữ liệu trong mỗi giờ\n",
    "    Total_number_of_data_elements = []\n",
    "    \n",
    "    #Lưu tổng số phẩn tử dữ liệu cả năm \n",
    "    Total_number_of_data_elements_in_the_year = [[\"Year :\" + str(year)]]\n",
    "    \n",
    "    \n",
    "    for i in range(0,24) :\n",
    "        Total_number_of_data_elements.append(0)\n",
    "        Total_Temperature_data.append(0)\n",
    "        Total_Humidity_data.append(0)\n",
    "        Total_Pressure_data.append(0)\n",
    "        Total_PM1_0_data.append(0)\n",
    "        Total_PM2_5_data.append(0)\n",
    "        Total_PM10_0_data.append(0)\n",
    "        Total_CO2_PPM_data.append(0)\n",
    "    # Month là vòng for chạy tháng\n",
    "    for Month in range(1,13) :\n",
    "        # Dữ liệu dùng để tìm mode\n",
    "        Array_of_hourly_temperature_data = []\n",
    "        Array_of_hourly_humidity_data = []\n",
    "        Array_of_hourly_pressure_data = []\n",
    "        Array_of_hourly_PM1_0_data = []\n",
    "        Array_of_hourly_PM2_5_data = []\n",
    "        Array_of_hourly_PM10_0_data = []\n",
    "        Array_of_hourly_CO2_PPM_data = []\n",
    "        for i in range(24) :\n",
    "            Array_of_hourly_temperature_data.append(0)\n",
    "            Array_of_hourly_humidity_data.append(0)\n",
    "            Array_of_hourly_pressure_data.append(0)\n",
    "            Array_of_hourly_PM1_0_data.append(0)\n",
    "            Array_of_hourly_PM2_5_data.append(0)\n",
    "            Array_of_hourly_PM10_0_data.append(0)\n",
    "            Array_of_hourly_CO2_PPM_data.append(0)\n",
    "\n",
    "            # Tạo mảng lưu dũ liệu theo giờ \n",
    "\n",
    "            Array_of_hourly_temperature_data[i] = []\n",
    "            Array_of_hourly_humidity_data[i] = []\n",
    "            Array_of_hourly_pressure_data[i] = []\n",
    "            Array_of_hourly_PM1_0_data[i] = []\n",
    "            Array_of_hourly_PM2_5_data[i] = []\n",
    "            Array_of_hourly_PM10_0_data[i] = []\n",
    "            Array_of_hourly_CO2_PPM_data[i] = []\n",
    "        # -------------------------------------------------------------\n",
    "        NULL = []\n",
    "        Number_of_data_elements_in_the_month = [[\"Month : \" + str(Month)]]\n",
    "        Temperature_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        Humidity_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        Pressure_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        PM1_0_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        PM2_5_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        PM10_0_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        CO2_PPM_data_for_the_month = [[\"Month : \" + str(Month)]]\n",
    "        # Mảng lưu dữ liệu để tìm ra mode theo từng tháng ----------------------------\n",
    "\n",
    "        Data_array_find_the_mode_of_temperature_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_humidity_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_pressure_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_PM1_0_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_PM2_5_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_PM10_0_in_the_month.append([])\n",
    "        Data_array_find_the_mode_of_CO2_PPM_in_the_month.append([])\n",
    "\n",
    "        #--------------------------------------------------------------------------------------------\n",
    "        max_day = day_in_month(Month,year)\n",
    "        Data_array_find_the_mode_of_temperature_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_humidity_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_pressure_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_PM1_0_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_PM2_5_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_PM10_0_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "        Data_array_find_the_mode_of_CO2_PPM_in_the_month[Month] = [[\"Month : \" + str(Month)]]\n",
    "\n",
    "        # Chạy vòng for theo ngày để đọc file có đánh dấu tên theo ngày\n",
    "        # Day là vòng for chạy ngày\n",
    "        for Day in range(1,max_day+1) :\n",
    "            Complete_file_name = Incomplete_file_name\n",
    "            # Điều chỉnh cho đúng địa chỉ file\n",
    "            if Month<= 9 : \n",
    "                Complete_file_name = Complete_file_name +'0'\n",
    "            Complete_file_name = Complete_file_name + str(Month) + '-'\n",
    "            if Day <= 9 :\n",
    "                Complete_file_name = Complete_file_name + '0'\n",
    "            Complete_file_name = Complete_file_name + str(Day)  + \".txt\"\n",
    "            #-------------------------------------------------------------------\n",
    "            Number_of_data_elements_in_the_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_temperature_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_Temperature_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_humidity_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_Humidity_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_pressure_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_Pressure_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_PM1_0_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_PM1_0_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_PM2_5_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_PM2_5_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_PM10_0_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_PM10_0_data__for_each_hour = [[\"Day : \" + str(Day)]]\n",
    "            #-------------------------------------------------------------------\n",
    "            Hourly_CO2_PPM_data = [[\"Day : \" + str(Day)]]\n",
    "            Average_CO2_PPM_data__for_each_hour = [[\"Day : \" + str(Day)]] \n",
    "            #-------------------------------------------------------------------\n",
    "            # Kiểm tra xem file để lấy dữ liệu có tồn tại hay không bằng lệnh path.exists\n",
    "            if path.exists(Complete_file_name) :\n",
    "                # Test file\n",
    "                print(Complete_file_name)\n",
    "                # Xóa những hàng dữ liệu bị lỗi --------------------------------\n",
    "                with open(Complete_file_name , 'r' , encoding= 'utf-8') as file_origianl :\n",
    "                    Origianl_data_file = file_origianl.readlines()\n",
    "                    Data_file_after_edit = []\n",
    "                    Data_use_for_test = str(Day) + \"T\"\n",
    "                    for data in Origianl_data_file :\n",
    "                        if Data_use_for_test not in data :\n",
    "                            continue \n",
    "                        else :\n",
    "                            Data_file_after_edit.append(data)\n",
    "                with open(Complete_file_name , 'w' , encoding= 'utf-8') as file_after_edit :\n",
    "                    for data in Data_file_after_edit :\n",
    "                       file_after_edit.write(data)\n",
    "                \n",
    "                # --------------------------------------------------------------\n",
    "                # Mở file\n",
    "                with open(Complete_file_name) as file :\n",
    "                    Data = csv.reader(file)\n",
    "                    # Tạo mảng 24 phần tử tương ứng với 24 giờ\n",
    "                    for i in range(24) :\n",
    "                        Hourly_temperature_data.append(0)\n",
    "                        Hourly_humidity_data.append(0)\n",
    "                        Hourly_pressure_data.append(0)\n",
    "                        Hourly_PM10_0_data.append(0)\n",
    "                        Hourly_PM1_0_data.append(0)\n",
    "                        Hourly_PM2_5_data.append(0)\n",
    "                        Hourly_CO2_PPM_data.append(0)\n",
    "                        Number_of_data_elements_in_the_hour.append(0)\n",
    "                    for row in Data :\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Number_of_data_elements_in_the_hour[int(row[1][11:13])+1] += 1 \n",
    "                            Total_number_of_data_elements[int(row[1][11:13])] +=1\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_temperature_in_the_year[int(row[1][11:13])].append(float(row[2]))\n",
    "                            Array_of_hourly_temperature_data[int(row[1][11:13])].append(float(row[2]))\n",
    "                            Hourly_temperature_data[int(row[1][11:13])+1] += float(row[2])\n",
    "                            Total_Temperature_data[int(row[1][11:13])] += float(row[2])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_humidity_in_the_year[int(row[1][11:13])].append(float(row[3]))\n",
    "                            Array_of_hourly_humidity_data[int(row[1][11:13])].append(float(row[3]))\n",
    "                            Hourly_humidity_data[int(row[1][11:13])+1] += float(row[3])\n",
    "                            Total_Humidity_data[int(row[1][11:13])] += float(row[3])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_pressure_in_the_year[int(row[1][11:13])].append(float(row[4]))\n",
    "                            Array_of_hourly_pressure_data[int(row[1][11:13])].append(float(row[4]))\n",
    "                            Hourly_pressure_data[int(row[1][11:13])+1] += float(row[4])\n",
    "                            Total_Pressure_data[int(row[1][11:13])] += float(row[4])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_PM1_0_in_the_year[int(row[1][11:13])].append(float(row[5]))\n",
    "                            Array_of_hourly_PM1_0_data[int(row[1][11:13])].append(float(row[5]))\n",
    "                            Hourly_PM1_0_data[int(row[1][11:13])+1] += float(row[5])\n",
    "                            Total_PM1_0_data[int(row[1][11:13])] += float(row[5])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_PM2_5_in_the_year[int(row[1][11:13])].append(float(row[6]))\n",
    "                            Array_of_hourly_PM2_5_data[int(row[1][11:13])].append(float(row[6]))\n",
    "                            Hourly_PM2_5_data[int(row[1][11:13])+1] += float(row[6])\n",
    "                            Total_PM2_5_data[int(row[1][11:13])] += float(row[6])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_PM10_0_in_the_year[int(row[1][11:13])].append(float(row[7]))\n",
    "                            Array_of_hourly_PM10_0_data[int(row[1][11:13])].append(float(row[7]))\n",
    "                            Hourly_PM10_0_data[int(row[1][11:13])+1] += float(row[7])\n",
    "                            Total_PM10_0_data[int(row[1][11:13])] += float(row[7])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                        try :\n",
    "                            Data_array_find_the_mode_of_CO2_PPM_in_the_year[int(row[1][11:13])].append(float(row[8]))\n",
    "                            Array_of_hourly_CO2_PPM_data[int(row[1][11:13])].append(float(row[8]))\n",
    "                            Hourly_CO2_PPM_data[int(row[1][11:13])+1] += float(row[8])\n",
    "                            Total_CO2_PPM_data[int(row[1][11:13])] += float(row[8])\n",
    "                        except :\n",
    "                            continue\n",
    "                        #------------------------------------------------------------------------\n",
    "                    for i in range(24) :\n",
    "                        # Kiểm tra mảng đếm , nếu có giá trị bằng 0 thì giá trị của các data là bằng 0\n",
    "                        if Number_of_data_elements_in_the_hour[i+1] == 0 :\n",
    "                            Average_Temperature_data__for_each_hour.append(0)\n",
    "                            Average_Humidity_data__for_each_hour.append(0)\n",
    "                            Average_Pressure_data__for_each_hour.append(0)\n",
    "                            Average_PM1_0_data__for_each_hour.append(0)\n",
    "                            Average_PM2_5_data__for_each_hour.append(0)\n",
    "                            Average_PM10_0_data__for_each_hour.append(0)\n",
    "                            Average_CO2_PPM_data__for_each_hour.append(0) \n",
    "                        else :\n",
    "                        # Nếu count có giá trị khác 0 , thì thực hiện phép chia\n",
    "                            Average_Temperature_data__for_each_hour.append(Hourly_temperature_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_Humidity_data__for_each_hour.append(Hourly_humidity_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_Pressure_data__for_each_hour.append(Hourly_pressure_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_PM1_0_data__for_each_hour.append(Hourly_PM1_0_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_PM2_5_data__for_each_hour.append(Hourly_PM2_5_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_PM10_0_data__for_each_hour.append(Hourly_PM10_0_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "                            Average_CO2_PPM_data__for_each_hour.append(Hourly_CO2_PPM_data[i+1] / Number_of_data_elements_in_the_hour[i+1])\n",
    "\n",
    "                # Lưu giá trị trung bình của từng giờ trong mỗi tháng \n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Number_of_data_elements_in_the_month.append(Number_of_data_elements_in_the_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Temperature_data_for_the_month.append(Average_Temperature_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Humidity_data_for_the_month.append(Average_Humidity_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Pressure_data_for_the_month.append(Average_Pressure_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM1_0_data_for_the_month.append(Average_PM1_0_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM2_5_data_for_the_month.append(Average_PM2_5_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM10_0_data_for_the_month.append(Average_PM10_0_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                CO2_PPM_data_for_the_month.append(Average_CO2_PPM_data__for_each_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                check_existence_of_data_for_the_month = True\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "            else :\n",
    "                # Thêm dữ liệu là 0 vào mảng trong 24 giờ nếu k có dữ liệu\n",
    "                for j in range(24) :\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Number_of_data_elements_in_the_hour.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_temperature_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_humidity_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_pressure_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_PM1_0_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_PM2_5_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_PM10_0_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "                    Hourly_CO2_PPM_data.append(0)\n",
    "                    #-------------------------------------------------------------------------------------------\n",
    "            # Lưu giá trị là mảng 0 bởi vì k có dữ liệu\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Number_of_data_elements_in_the_month.append(Number_of_data_elements_in_the_hour)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Temperature_data_for_the_month.append(Hourly_temperature_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Humidity_data_for_the_month.append(Hourly_humidity_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                Pressure_data_for_the_month.append(Hourly_pressure_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM1_0_data_for_the_month.append(Hourly_PM1_0_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM2_5_data_for_the_month.append(Hourly_PM2_5_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                PM10_0_data_for_the_month.append(Hourly_PM10_0_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "                CO2_PPM_data_for_the_month.append(Hourly_CO2_PPM_data)\n",
    "                #-------------------------------------------------------------------------------------------\n",
    "\n",
    "        # Lưu dữ liệu dùng để tìm mode vào mảng 12 tháng của từng thuộc tính\n",
    "        \n",
    "        Data_array_find_the_mode_of_temperature_in_the_month[Month].append(Array_of_hourly_temperature_data)    \n",
    "        Data_array_find_the_mode_of_humidity_in_the_month[Month].append(Array_of_hourly_humidity_data)   \n",
    "        Data_array_find_the_mode_of_pressure_in_the_month[Month].append(Array_of_hourly_pressure_data)   \n",
    "        Data_array_find_the_mode_of_PM1_0_in_the_month[Month].append(Array_of_hourly_PM1_0_data)   \n",
    "        Data_array_find_the_mode_of_PM2_5_in_the_month[Month].append(Array_of_hourly_PM2_5_data)   \n",
    "        Data_array_find_the_mode_of_PM10_0_in_the_month[Month].append(Array_of_hourly_PM10_0_data)   \n",
    "        Data_array_find_the_mode_of_CO2_PPM_in_the_month[Month].append(Array_of_hourly_CO2_PPM_data)   \n",
    "\n",
    "        #Lưu dữ liệu trung bình mỗi giờ trong cả tháng ------------------------------------------------------------\n",
    "        if check_existence_of_data_for_the_month == True :\n",
    "            for i in range(24) :\n",
    "                Average_Temperature_Data_for_month.append(Total_Temperature_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_Humidity_Data_for_month.append(Total_Humidity_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_Pressure_Data_for_month.append(Total_Pressure_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_PM1_0_Data_for_month.append(Total_PM1_0_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_PM2_5_Data_for_month.append(Total_PM2_5_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_PM10_0_Data_for_month.append(Total_PM10_0_data[i] / Total_number_of_data_elements[i])\n",
    "                Average_CO2_PPM_Data_for_month.append(Total_CO2_PPM_data[i] / Total_number_of_data_elements[i])\n",
    "\n",
    "            Average_Temperature_data_for_the_month.append(Average_Temperature_Data_for_month)\n",
    "            Average_Humidity_data_for_the_month.append(Average_Humidity_Data_for_month)\n",
    "            Average_Pressure_data_for_the_month.append(Average_Pressure_Data_for_month)\n",
    "            Average_PM1_0_data_for_the_month.append(Average_PM1_0_Data_for_month)\n",
    "            Average_PM2_5_data_for_the_month.append(Average_PM2_5_Data_for_month)\n",
    "            Average_PM10_0_data_for_the_month.append(Average_PM10_0_Data_for_month)\n",
    "            Average_CO2_PPM_data_for_the_month.append(Average_CO2_PPM_Data_for_month)\n",
    "            check_existence_of_data_for_the_month = False\n",
    "        else  :\n",
    "            check_existence_of_data_for_the_month == False\n",
    "            for i in range(24) :\n",
    "                NULL.append(0)\n",
    "            Average_Temperature_data_for_the_month.append(NULL)\n",
    "            Average_Humidity_data_for_the_month.append(NULL)\n",
    "            Average_Pressure_data_for_the_month.append(NULL)\n",
    "            Average_PM1_0_data_for_the_month.append(NULL)\n",
    "            Average_PM2_5_data_for_the_month.append(NULL)\n",
    "            Average_PM10_0_data_for_the_month.append(NULL)\n",
    "            Average_CO2_PPM_data_for_the_month.append(NULL)\n",
    "        #----------------------------------------------------------------------------------------------------------\n",
    "\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        Total_number_of_data_elements_in_the_year.append(Number_of_data_elements_in_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        Temperature_data_in_3D_array.append(Temperature_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        Humidity_data_in_3D_array.append(Humidity_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        Pressure_data_in_3D_array.append(Pressure_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        PM1_0_data_in_3D_array.append(PM1_0_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        PM2_5_data_in_3D_array.append(PM2_5_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        PM10_0_data_in_3D_array.append(PM10_0_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "        CO2_PPM_data_in_3D_array.append(CO2_PPM_data_for_the_month)\n",
    "        #-------------------------------------------------------------------------------------------\n",
    "    #Lưu giá trị trung bình của từng giờ trong cả 1 năm ----------------------------------------------------------\n",
    "    for i in range(24) :\n",
    "        if Total_number_of_data_elements[i] == 0 :\n",
    "            Average_Temperature_Data_for_year.append(0)\n",
    "            Average_Humidity_Data_for_year.append(0)\n",
    "            Average_Pressure_Data_for_year.append(0)\n",
    "            Average_PM1_0_in_year.append(0)\n",
    "            Average_PM2_5_Data_for_year.append(0)\n",
    "            Average_PM10_0_Data_for_year.append(0)\n",
    "            Average_CO2_PPM_Data_for_year.append(0)\n",
    "        else :\n",
    "            Average_Temperature_Data_for_year.append(Total_Temperature_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_Humidity_Data_for_year.append(Total_Humidity_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_Pressure_Data_for_year.append(Total_Pressure_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_PM1_0_in_year.append(Total_PM1_0_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_PM2_5_Data_for_year.append(Total_PM2_5_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_PM10_0_Data_for_year.append(Total_PM10_0_data[i] / Total_number_of_data_elements[i])\n",
    "            Average_CO2_PPM_Data_for_year.append(Total_CO2_PPM_data[i] / Total_number_of_data_elements[i])\n",
    "    #-------------------------------------------------------------------------------------------------------------"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 8. HÀM VẼ ĐỒ THỊ ĐƯỜNG\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "def Linear_Graph(data_type1,data_type2,selective = \"MAX,MIN\") :\n",
    "    x = np.arange(0,24)\n",
    "    plt.xticks(np.arange(0,24,2))\n",
    "    if selective == \"MAX,MIN\" :\n",
    "        y = np.array(data_type1)\n",
    "        z = np.array(data_type2)\n",
    "        '''\n",
    "        for i in range(24) :\n",
    "            plt.text(i-0.5,100.5/100*y[i],str(round(y[i],1)),fontsize = 6 , color = \"red\")\n",
    "            plt.text(i-0.5,100.5/100*z[i],str(round(z[i],1)),fontsize = 6 )\n",
    "        '''\n",
    "        plt.plot(x,y,\"go-\", label = \"MAX\",color = \"red\")\n",
    "        plt.plot(x,z,\"go-\",label = \"MIN\")\n",
    "        plt.legend(loc = \"best\")\n",
    "    elif selective == \"MODE\" :\n",
    "        plt.xticks(np.arange(0,200,2))\n",
    "        y = np.array(data_type1)\n",
    "        z = np.array(data_type2)\n",
    "        plt.bar(x,y,width=0.8)\n",
    "        for i in range(24) :\n",
    "            plt.text(i-0.5,105/100*y[i],str(z[i]),fontsize = 6,color = \"red\")\n",
    "    plt.show()\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 9. HÀM LỰA CHỌN NĂM , THIẾT BỊ MUỐN XỬ LÝ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "if __name__ == \"__main__\":\n",
    "    \n",
    "    flag = True \n",
    "    while flag :\n",
    "        check = Average_Temperature_Data_for_year\n",
    "        year = int(input(\"Select year : \"))\n",
    "        if len(str(year)) != 4 or check == 0:\n",
    "            flag = True\n",
    "        else :\n",
    "            flag = False\n",
    "    Device_selection = int(input(\"May : \"))\n",
    "    Incomplete_file_name = 'C:\\\\Users\\\\DELL\\\\Downloads\\\\Data_air_sensor\\\\may' + str(Device_selection) + '\\\\' + str(year) +'-'\n",
    "    Data_processing(Incomplete_file_name,year)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# II . VẼ ĐỒ THỊ"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. ĐỒ THỊ DỮ LIỆU TRUNG BÌNH THEO NĂM\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_Data_for_year)\n",
    "plt.title(\"Average Humidity Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_Data_for_year)\n",
    "plt.title(\"Average Presure Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_Data_for_year)\n",
    "plt.title(\"Average PM1_0 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_in_year)\n",
    "plt.title(\"Average PM2_5 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_Data_for_year)\n",
    "plt.title(\"Average PM10_0 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_Data_for_year)\n",
    "plt.title(\"Average CO2_PPM Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_Data_for_year)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. ĐỒ THỊ DỮ LIỆU TRUNG BÌNH THEO TỪNG THÁNG"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JANUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[0])\n",
    "plt.title(\"Average Humidity January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[0]) \n",
    "plt.title(\"Average Presure January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[0])\n",
    "plt.title(\"Average PM1_0 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[0])\n",
    "plt.title(\"Average PM2_5 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[0])\n",
    "plt.title(\"Average PM10_0 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[0])\n",
    "plt.title(\"Average CO2_PPM January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[0])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### FEBRUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[1])\n",
    "plt.title(\"Average Humidity February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[1]) \n",
    "plt.title(\"Average Presure February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[1])\n",
    "plt.title(\"Average PM1_0 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[1])\n",
    "plt.title(\"Average PM2_5 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3 February\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[1])\n",
    "plt.title(\"Average PM10_0 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[1])\n",
    "plt.title(\"Average CO2_PPM February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[1])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MARCH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[2])\n",
    "plt.title(\"Average Humidity March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[2]) \n",
    "plt.title(\"Average Presure March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[2])\n",
    "plt.title(\"Average PM1_0 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[2])\n",
    "plt.title(\"Average PM2_5 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[2])\n",
    "plt.title(\"Average PM10_0 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[2])\n",
    "plt.title(\"Average CO2_PPM March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[2])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### APRIL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[3])\n",
    "plt.title(\"Average Humidity April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[3]) \n",
    "plt.title(\"Average Presure April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[3])\n",
    "plt.title(\"Average PM1_0 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[3])\n",
    "plt.title(\"Average PM2_5 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[3])\n",
    "plt.title(\"Average PM10_0 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[3])\n",
    "plt.title(\"Average CO2_PPM April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[3])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MAY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[4])\n",
    "plt.title(\"Average Humidity May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[4]) \n",
    "plt.title(\"Average Presure May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[4])\n",
    "plt.title(\"Average PM1_0 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[4])\n",
    "plt.title(\"Average PM2_5 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[4])\n",
    "plt.title(\"Average PM10_0 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[4])\n",
    "plt.title(\"Average CO2_PPM May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[4])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JUNE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[5])\n",
    "plt.title(\"Average Humidity June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[5]) \n",
    "plt.title(\"Average Presure June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[5])\n",
    "plt.title(\"Average PM1_0 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[5])\n",
    "plt.title(\"Average PM2_5 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[5])\n",
    "plt.title(\"Average PM10_0 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[5])\n",
    "plt.title(\"Average CO2_PPM June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[5])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JULY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[6])\n",
    "plt.title(\"Average Humidity July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[6]) \n",
    "plt.title(\"Average Presure July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[6])\n",
    "plt.title(\"Average PM1_0 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[6])\n",
    "plt.title(\"Average PM2_5 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[6])\n",
    "plt.title(\"Average PM10_0 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[6])\n",
    "plt.title(\"Average CO2_PPM July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[6])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### AUGUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[7])\n",
    "plt.title(\"Average Humidity August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[7]) \n",
    "plt.title(\"Average Presure August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[7])\n",
    "plt.title(\"Average PM1_0 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[7])\n",
    "plt.title(\"Average PM2_5 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[7])\n",
    "plt.title(\"Average PM10_0 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[7])\n",
    "plt.title(\"Average CO2_PPM August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[7])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SEPTEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[8])\n",
    "plt.title(\"Average Humidity September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[8]) \n",
    "plt.title(\"Average Presure September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[8])\n",
    "plt.title(\"Average PM1_0 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[8])\n",
    "plt.title(\"Average PM2_5 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[8])\n",
    "plt.title(\"Average PM10_0 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[8])\n",
    "plt.title(\"Average CO2_PPM September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[8])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### OCTOBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Average plt.title(\"Average Temperature October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[9])\n",
    "plt.title(\"Average Humidity October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[9]) \n",
    "plt.title(\"Average Presure October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[9])\n",
    "plt.title(\"Average PM1_0 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[9])\n",
    "plt.title(\"Average PM2_5 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[9])\n",
    "plt.title(\"Average PM10_0 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[9])\n",
    "plt.title(\"Average CO2_PPM October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[9])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NOVEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[10])\n",
    "plt.title(\"Average Humidity November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[10]) \n",
    "plt.title(\"Average Presure November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[10])\n",
    "plt.title(\"Average PM1_0 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[10])\n",
    "plt.title(\"Average PM2_5 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[10])\n",
    "plt.title(\"Average PM10_0 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[10])\n",
    "plt.title(\"Average CO2_PPM November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[10])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### DECEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Average Temperature December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "Linear_regression(Average_Temperature_data_for_the_month[11])\n",
    "plt.title(\"Average Humidity December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_regression(Average_Humidity_data_for_the_month[11]) \n",
    "plt.title(\"Average Presure December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_regression(Average_Pressure_data_for_the_month[11])\n",
    "plt.title(\"Average PM1_0 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM1_0_data_for_the_month[11])\n",
    "plt.title(\"Average PM2_5 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM2_5_data_for_the_month[11])\n",
    "plt.title(\"Average PM10_0 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_regression(Average_PM10_0_data_for_the_month[11])\n",
    "plt.title(\"Average CO2_PPM December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_regression(Average_CO2_PPM_data_for_the_month[11])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. ĐỒ THỊ MAX , MIN DỮ LIỆU THEO TỪNG THÁNG"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JANUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[1],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM January\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[1],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### FEBRUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[2],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[2],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM February\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[1],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[1],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MARCH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[3],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM March\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[3],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[3],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### APRIL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[4],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM April\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[4],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[4],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MAY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[5],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM May\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[5],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[5],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JUNE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[6],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM June\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[6],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[6],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JULY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[7],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM July\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[7],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[7],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### AUGUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[8],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM August\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[8],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[8],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SEPTEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[9],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM September\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[9],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[9],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### OCTOBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[10],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM October\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[10],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[10],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NOVEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[11],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM November\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[11],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[11],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### DECEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Temperature_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(Temperature_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Humidity_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(Humidity_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(Pressure_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(Pressure_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(PM1_0_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(PM2_5_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(PM10_0_data_in_3D_array[12],\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM December\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[12],\"Max\"),Max_Min_Data_in_the_month(CO2_PPM_data_in_3D_array[12],\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. ĐỒ THỊ MAX , MIN CỦA DỮ LIỆU THEO NĂM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Max Min Temperature Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Độ C (℃)\")\n",
    "\n",
    "Linear_Graph(Max_Min_Data_in_the_year(Temperature_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(Temperature_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Humidity Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Phần trăm (%)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(Humidity_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(Humidity_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min Pressure Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Pascal (Pa)\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(Pressure_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(Pressure_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM1_0 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(PM1_0_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(PM1_0_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM2_5 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(PM2_5_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(PM2_5_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min PM10_0 Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"mg/m3\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(PM10_0_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(PM10_0_data_in_3D_array,\"Min\"))\n",
    "\n",
    "plt.title(\"Max Min CO2_PPM Year\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"PPM\")\n",
    "Linear_Graph(Max_Min_Data_in_the_year(CO2_PPM_data_in_3D_array,\"Max\"),Max_Min_Data_in_the_year(CO2_PPM_data_in_3D_array,\"Min\"))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. ĐỒ THỊ HIỂN THỊ MODE CỦA DỮ LIỆU THEO NĂM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature year ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode Humidity year ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode Pressure year ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode PM1_0 year ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode PM2_5 year ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode PM10_0 year ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_year,\"Value\"),\"MODE\")\n",
    "\n",
    "plt.title(\"Mode CO2_PPM year (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_year,\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_year,\"Value\"),\"MODE\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. ĐỒ THỊ HIỂN THỊ MODE CỦA DỮ LIỆU THEO TỪNG THÁNG"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JANUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature january ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity january ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure january ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 january ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 january ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 january ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM january (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### FEBRUARY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature february ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity february ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure february ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 february ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 february ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 february ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM february (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[2][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[2][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MARCH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature march ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity march ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure march ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 march ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 march ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 march ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM march (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[3][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[3][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### APRIL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature april ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity april ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[1][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[1][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure april ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[4][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[4][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 april ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[4][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[4][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 april ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[4][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[4][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 april ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[4][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[4][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM april (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[4][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[4][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### MAY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature may ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity may ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure may ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 may ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 may ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 may ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM may (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[5][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[5][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JUNE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature june ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity june ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure june ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 june ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 june ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 june ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM june (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[6][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[6][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### JULY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature july ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity july ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure july ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 july ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 july ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 july ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM july (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[7][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[7][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### AUGUST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature august ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity august ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure august ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 august ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 august ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 august ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM august (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[8][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[8][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SEPTEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature september ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity september ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure september ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 september ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 september ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 september ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM september (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[9][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[9][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### OCTOBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature october ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity october ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure october ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 october ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 october ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 october ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM october (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[10][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[10][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### NOVEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature november ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity november ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure november ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 november ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 november ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 november ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM november (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[11][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[11][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### DECEMBER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.title(\"Mode Temperature december ( ℃ )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_temperature_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Humidity december ( % )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_humidity_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode Pressure december ( Pa )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_pressure_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM1_0 december ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM1_0_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM2_5 december ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM2_5_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode PM10_0 december ( mg/m3 )\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_PM10_0_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()\n",
    "\n",
    "plt.title(\"Mode CO2_PPM december (PPM)\")\n",
    "plt.xlabel(\"Hour\")\n",
    "plt.ylabel(\"Tần số\")\n",
    "try :\n",
    "    Linear_Graph(Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[12][1],\"Frequency\"),Mode_data(Data_array_find_the_mode_of_CO2_PPM_in_the_month[12][1],\"Value\"),\"MODE\")\n",
    "except :\n",
    "    plt.plot(0,0)\n",
    "    plt.show()"
   ]
  }
 ],
 "metadata": {
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    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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  "orig_nbformat": 4,
  "vscode": {
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 },
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