Bike_share_project.ipynb

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  "metadata": {
    "colab": {
      "name": "Bike_share_project.ipynb",
      "provenance": [],
      "collapsed_sections": [
        "1ZvwSnsZN4CH"
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      "mount_file_id": "1jARIUSn6Yfg0-RjISS6b-QsbTcO2Kn0L",
      "authorship_tag": "ABX9TyOYatec1oBtVa3l2ENFe0Mu",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/YahiaML/Bike_share-analysis/blob/main/Bike_share_project.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8PE4uQOemZAO"
      },
      "source": [
        "#About this project : \n",
        "\n",
        "click on (1 cell hidden) to view"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9w-A3mH0mTCz"
      },
      "source": [
        "##You will see bike share use in Chicago, New York City, or Washington (according to your choice) by computing a variety of descriptive statistics.\n",
        "\n",
        "##In this project, I'll provide the following information:\n",
        "\n",
        "###1 Popular times of travel (i.e., occurs most often in the start time)\n",
        "\n",
        "most common month\n",
        "\n",
        "most common day of week\n",
        "\n",
        "most common hour of day\n",
        "\n",
        "###2 Popular stations and trip\n",
        "\n",
        "most common start station\n",
        "\n",
        "most common end station\n",
        "\n",
        "most common trip from start to end (i.e., most frequent combination of start\n",
        " station and end station)\n",
        "\n",
        "###3 Trip duration\n",
        "\n",
        "total travel time\n",
        "\n",
        "average travel time\n",
        "\n",
        "###4 User info\n",
        "\n",
        "counts of each user type\n",
        "\n",
        "counts of each gender (only available for NYC and Chicago)\n",
        "\n",
        "earliest, most recent, most common year of birth (only available for NYC and Chicago)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "w1hAoYORPew6"
      },
      "source": [
        "#The code: \n",
        "\n",
        "click on (1 cell hidden) to view"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JFuCZlKysdkI"
      },
      "source": [
        "import time\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "\n",
        "CITY_DATA = { 'chicago': 'https://raw.githubusercontent.com/YahiaML/Bike_share-analysis/main/chicago.csv',\n",
        "              'new york city': 'https://raw.githubusercontent.com/YahiaML/Bike_share-analysis/main/new_york_city.csv',\n",
        "              'washington': 'https://raw.githubusercontent.com/YahiaML/Bike_share-analysis/main/washington.csv' }\n",
        "\n",
        "# Some decoration for outputs\n",
        "class format:\n",
        "   PURPLE = '\\033[95m'\n",
        "   CYAN = '\\033[96m'\n",
        "   GRAY_HIGHLIGHT = '\\033[100m'\n",
        "   RED_HIGHLIGHT = '\\033[101m'\n",
        "   GREEN_HIGHLIGHT = '\\033[102m'\n",
        "   YELLOW_HIGHLIGHT = '\\033[103m'\n",
        "   BLUE_HIGHLIGHT = '\\033[104m'\n",
        "   PURPLE_HIGHLIGHT = '\\033[105m'\n",
        "   CYAN_HIGHLIGHT = '\\033[106m'\n",
        "\n",
        "   DARKCYAN = '\\033[36m'\n",
        "   BLUE = '\\033[94m'\n",
        "   GREEN = '\\033[92m'\n",
        "   YELLOW = '\\033[93m'\n",
        "   WHITE = '\\033[97m'\n",
        "   RED = '\\033[91m'\n",
        "   GRAY = '\\033[90m'\n",
        "   BOLD = '\\033[1m'\n",
        "   ITALIC = '\\033[3m'\n",
        "   UNDERLINE = '\\033[4m'\n",
        "   END = '\\033[0m'\n",
        "\n",
        "\n",
        "\n",
        "def get_filters():\n",
        "\n",
        "    whole_loop = True\n",
        "    time_filter_loop = True\n",
        "    month_loop = True\n",
        "    day_loop = True\n",
        "    both_loop = True\n",
        "    Error = True  \n",
        "  \n",
        "    #City input ----------------------------- City input ---------------------------------- City input\n",
        "    while whole_loop  :\n",
        "\n",
        "        print(\"\\nWhich city do you want check ?\\n\")\n",
        "        city = input(\"Chicago, New York City, Washington?\\n\").lower()  \n",
        "  \n",
        "        if city in [\"chicago\", \"new york city\", \"washington\"] :              \n",
        "    \n",
        "  \n",
        "          #Time Filter Input ------------------- Time Filter Input ---------------------Time Filter Input   \n",
        "  \n",
        "            while time_filter_loop :\n",
        "\n",
        "                print(\"\\nHow would you like to check the data ?. \\n\")\n",
        "                time_filter = input(\"By month, day, both, or without any time filter ? insert (without) for no time filter.\\n\").lower()  \n",
        "  \n",
        "                if time_filter in [\"month\" , \"day\" , \"both\", \"without\"] :                      \n",
        "  \n",
        "                    # Month input ------------------------ Month input --------------------------- Month input --------------------------- Month input--------------------------- Month input  \n",
        "  \n",
        "                    if time_filter == \"month\" :                                   \n",
        "                        while month_loop  :\n",
        "\n",
        "                            print(\"\\n Which month do you want? \")\n",
        "                            month = input(\"(All, January, February, March, April, May, June)\\n\").lower()  \n",
        "      \n",
        "                            if month in [\"all\", \"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] :\n",
        "\n",
        "                                day =0\n",
        "                                return city, month, day,time_filter\n",
        "                                whole_loop = False\n",
        "                                time_filter_loop = False \n",
        "                                month_loop = False # finally finished editing  -------------  \n",
        "        \n",
        "      \n",
        "                            # Month Wrong Input ----------------- Month Wrong Input ----------------- Month Wrong Input\n",
        "                            elif month not in [\"all\", \"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] :\n",
        "\n",
        "                                print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the month you have chosen is valid. \\n\")\n",
        "                                Error = True\n",
        "\n",
        "                                while Error :\n",
        "                                    re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()\n",
        "                                \n",
        "                                    if re_choose == 'no':# Exit the program ------------             \n",
        "                                        whole_loop = False   \n",
        "                                        time_filter_loop = False \n",
        "                                        month_loop = False\n",
        "                                        Error = False \n",
        "                                      \n",
        "                                    elif re_choose not in [\"yes\",\"no\"] : # only for stupids -----------\n",
        "                                        print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                                        Error = True \n",
        "                                \n",
        "                                    elif re_choose == \"yes\" : # re_choose -----------  \n",
        "      \n",
        "                                        Error = False   \n",
        "    \n",
        "                    # Day input ------------------------ Day input --------------------------- Day input --------------------------- Day input --------------------------- Day input\n",
        "                    elif time_filter == \"day\" :           \n",
        "                        while day_loop  :\n",
        "\n",
        "                            print(\"\\n Which day do you want? \")\n",
        "                            day = input(\"(All, Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, or Sunday)\\n\").lower()  \n",
        "    \n",
        "                            if day in [\"all\", \"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "                                month =0\n",
        "                                return city, month, day,time_filter                  \n",
        "                                whole_loop = False\n",
        "                                time_filter_loop = False \n",
        "                                day_loop = False # finally finished editing  -------------  \n",
        "      \n",
        "    \n",
        "                            # Day Wrong Input ----------------- Day Wrong Input ----------------- Day Wrong Input\n",
        "                            elif day not in [\"all\", \"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "                                print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the day you have chosen is valid. \\n\")\n",
        "                                Error = True\n",
        "                                while Error :                                    \n",
        "                                    re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()\n",
        "                                \n",
        "                                    if re_choose == 'no':# Exit the program ------------             \n",
        "                                        whole_loop = False   \n",
        "                                        time_filter_loop = False \n",
        "                                        day_loop = False\n",
        "                                        Error = False \n",
        "                                      \n",
        "                                    elif re_choose not in [\"yes\",\"no\"] : # only for stupids -----------\n",
        "                                        print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                                        Error = True \n",
        "                                \n",
        "                                    elif re_choose == \"yes\" : # re_choose -----------\n",
        "                                        Error = False     \n",
        "    \n",
        "                              \n",
        "    \n",
        "                    # Both input ------------------------ Both input --------------------------- Both input --------------------------- Both input--------------------------- Both input  \n",
        "    \n",
        "                    elif time_filter == \"both\" :           \n",
        "                        while both_loop  :\n",
        "                            print(\"\\n Which month do you want? \")\n",
        "                            month = input(\"(All, January, February, March, April, May, June)\\n\").lower()  \n",
        "    \n",
        "                            if month in [\"all\", \"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] :\n",
        "                                print(\"\\n Which day do you want? \")  \n",
        "    \n",
        "                                day = input(\"(All, Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, or Sunday)\\n\").lower()  \n",
        "    \n",
        "                                if day in [\"all\", \"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "                                    #print(city, month, day)\n",
        "                                    return city, month, day,time_filter\n",
        "                                    whole_loop = False\n",
        "                                    time_filter_loop = False \n",
        "                                    both_loop = False # finally finished editing  -------------  \n",
        "    \n",
        "                                # Day in Both Wrong Input ----------------- Day in Both Wrong Input ----------------- Day in Both Wrong Input\n",
        "                                elif day not in [\"all\", \"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :  \n",
        "    \n",
        "                                    print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the day you have chosen is valid. \\n\")\n",
        "                                    Error = True\n",
        "                                    \n",
        "                                    while Error :  \n",
        "      \n",
        "                                        re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()\n",
        "                                    \n",
        "                                        if re_choose == 'no': # Exit the program ------------             \n",
        "                                            whole_loop = False   \n",
        "                                            time_filter_loop = False \n",
        "                                            both_loop = False\n",
        "                                            Error = False \n",
        "                                            \n",
        "                                        elif re_choose not in [\"yes\",\"no\"] :# only for stupids -----------\n",
        "                                            print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                                            Error = True \n",
        "                                    \n",
        "                                        elif re_choose == \"yes\" : # re_choose -----------\n",
        "                                            Error = False     \n",
        "          \n",
        "      \n",
        "                          # Month in Both Wrong Input ----------------- Month in Both Wrong Input ----------------- Month in Both Wrong Input\n",
        "                            elif month not in [\"all\", \"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] :\n",
        "                                print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the month you have chosen is valid. \\n\")\n",
        "                                Error = True\n",
        "                                while Error :\n",
        "                                    re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()\n",
        "                                \n",
        "                                    if re_choose == 'no':# Exit the program ------------             \n",
        "                                        whole_loop = False   \n",
        "                                        time_filter_loop = False \n",
        "                                        both_loop = False\n",
        "                                        Error = False \n",
        "                                      \n",
        "                                    elif re_choose not in [\"yes\",\"no\"] : # only for stupids -----------\n",
        "                                        print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                                        Error = True \n",
        "                                \n",
        "                                    elif re_choose == \"yes\" : # re_choose -----------  \n",
        "      \n",
        "                                        Error = False \n",
        "                        \n",
        "      \n",
        "                    #Without filter ------------------------ Without filter ------------------------ Without filter ------------------------ Without filter ------------------------ Without filter \n",
        "                    elif time_filter == \"without\" :\n",
        "                        month = 0\n",
        "                        day = 0\n",
        "                        return city, month, day,time_filter\n",
        "                        whop = False\n",
        "                        time_filter_loop = False \n",
        "                        both_loop = False # finally finished editing  -------------             \n",
        "    \n",
        "                # Time Filter Wrong Input ------------------ Time Filter Wrong Input --------------- Time Filter Wrong Input\n",
        "                elif time_filter not in [\"month\", \"day\", \"both\", \"without\"] :\n",
        "\n",
        "                    print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the time filter you have chosen is valid. \\n\")\n",
        "                    Error = True\n",
        "                    while Error :\n",
        "\n",
        "                        re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()  \n",
        "                        if re_choose == 'no':# Exit the program ------------             \n",
        "                            whole_loop = False   \n",
        "                            time_filter_loop = False\n",
        "                            month_loop = False \n",
        "                            Error = False \n",
        "                          \n",
        "                        elif re_choose not in [\"yes\",\"no\"] : # only for stupids -----------\n",
        "                            print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                            Error = True   \n",
        "                        elif re_choose == \"yes\" : # re_choose -----------\n",
        "                            Error = False                   \n",
        "  \n",
        "\n",
        "        # City Wrong Input ---------------- City Wrong Input --------------- City Wrong Input\n",
        "        elif city not in [\"chicago\", \"new york city\", \"washington\"]  :\n",
        "  \n",
        "            print(\"\\n\",\"*\"*40,\"\\nPlease check your spelling and if the city you have chosen is valid. \\n\")\n",
        "            while Error :            \n",
        "                re_choose = input(\"Want to re-choose? Enter yes or no.\\n\").lower()\n",
        "                if re_choose == 'no':# Exit the program ------------             \n",
        "                    whole_loop = False   \n",
        "                    time_filter_loop = False \n",
        "                    month_loop = False\n",
        "                    Error = False \n",
        "                  \n",
        "                elif re_choose not in [\"yes\",\"no\"] : # only for stupids -----------\n",
        "                    print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                    Error = True \n",
        "                elif re_choose == \"yes\" : # re_choose -----------\n",
        "                    Error = False    \n",
        "  \n",
        "\n",
        "# End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function --------------------------\n",
        "\n",
        "# End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function --------------------------\n",
        "\n",
        "# End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function -------------------------- End of get_Function --------------------------\n",
        "\n",
        "\n",
        "\n",
        "# *******************************************************************************************************************************************************************************************************\n",
        "\n",
        "\n",
        "\n",
        "# Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function --------------------------\n",
        "\n",
        "# Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function --------------------------\n",
        "\n",
        "# Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function -------------------------- Start Of Load Function --------------------------\n",
        "\n",
        "\n",
        "def load_data(city, month, day) :          \n",
        "\n",
        "    # Load the Data -------------------------- Load the Data -------------------------- Load the Data --------------------------\n",
        "\n",
        "    df = pd.read_csv(CITY_DATA[city])\n",
        "    df['Start Time'] = pd.to_datetime(df['Start Time'])\n",
        "      \n",
        "\n",
        "    # By Month -------------------- By Month -------------------- By Month --------------------  \n",
        "\n",
        "    # Month in Months ---------------  \n",
        "\n",
        "    if month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day == 0:\n",
        "            \n",
        "        Month_Data = {\"january\":1, \"february\":2, \"march\":3, \"april\":4, \"may\":5, \"june\":6}\n",
        "        month_num = Month_Data[month]\n",
        "          \n",
        "        df['month'] = df['Start Time'].dt.month\n",
        "        df['day'] = df['Start Time'].dt.day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour\n",
        "        df = df[df['month']  == month_num]\n",
        "        return df  \n",
        "\n",
        "    # Month = All ---------------  \n",
        "\n",
        "    elif month == \"all\" and day == 0 :  \n",
        "\n",
        "        df['month'] = df['Start Time'].dt.month\n",
        "        df['day'] = df['Start Time'].dt.day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour\n",
        "        return df  \n",
        "\n",
        "    # By Day -------------------- By Day -------------------- By Day --------------------   \n",
        "\n",
        "    # Day in Days ---------------  \n",
        "\n",
        "    elif day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] and month == 0:\n",
        "      \n",
        "        df['day'] = df['Start Time'].dt.day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour\n",
        "        df = df[df['day'] == day.title()]\n",
        "        return df  \n",
        "\n",
        "    # Day = All ---------------  \n",
        "\n",
        "    elif day == \"all\" and month == 0 :\n",
        "        df['hour'] = df['Start Time'].dt.hour\n",
        "        df['day'] = df['Start Time'].dt.day_name()\n",
        "        return df  \n",
        "\n",
        "    # Both_Both -------------------- Both_Both -------------------- Both_Both --------------------   \n",
        "\n",
        "    elif month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :  \n",
        "\n",
        "        Month_Data = {\"january\":1, \"february\":2, \"march\":3, \"april\":4, \"may\":5, \"june\":6}\n",
        "        month_num = Month_Data[month]\n",
        "          \n",
        "        df['month'] = df['Start Time'].dt.month\n",
        "        df['hour'] = df['Start Time'].dt.hour\n",
        "        df = df[df['month']  == month_num]  \n",
        "  \n",
        "        df['day'] = df['Start Time'].dt. day_name()    \n",
        "  \n",
        "        df = df[df['day']  == day.title()]\n",
        "        return df  \n",
        "\n",
        "    # Both_Month = all -------------------- Both_Month = all -------------------- Both_Month = all --------------------   \n",
        "\n",
        "    elif month == \"all\" and day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "          \n",
        "        df['month'] = df['Start Time'].dt.month\n",
        "        \n",
        "        df['day'] = df['Start Time'].dt. day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour    \n",
        "  \n",
        "        df = df[df['day']  == day.title()]\n",
        "        return df  \n",
        "\n",
        "    # Both_Day =all -------------------- Both_Day =all -------------------- Both_Day =all --------------------   \n",
        "\n",
        "    elif month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day == \"all\" :  \n",
        "\n",
        "        Month_Data = {\"january\":1, \"february\":2, \"march\":3, \"april\":4, \"may\":5, \"june\":6}\n",
        "        month_num = Month_Data[month]\n",
        "        \n",
        "        df['month'] = df['Start Time'].dt.month      \n",
        "  \n",
        "        df['day'] = df['Start Time'].dt. day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour  \n",
        "  \n",
        "        df = df[df['month']  == month_num ]\n",
        "        return df\n",
        "            \n",
        "\n",
        "      # Both =all -------------------- Both =all -------------------- Both =all --------------------   \n",
        "\n",
        "    elif month == \"all\" and day == \"all\" or month == 0 and day == 0:\n",
        "        \n",
        "        df['month'] = df['Start Time'].dt.month  \n",
        "  \n",
        "        df['day'] = df['Start Time'].dt. day_name()\n",
        "        df['hour'] = df['Start Time'].dt.hour \n",
        "        return df  \n",
        "\n",
        "\n",
        "  \n",
        "# End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function --------------------------\n",
        "\n",
        "# End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function --------------------------\n",
        "\n",
        "# End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function -------------------------- End Of Load Function --------------------------\n",
        "\n",
        "\n",
        "\n",
        "# *******************************************************************************************************************************************************************************************************\n",
        "\n",
        "\n",
        "\n",
        "# Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats --------------------------\n",
        "\n",
        "# Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats --------------------------\n",
        "\n",
        "# Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats -------------------------- Start of Time_Stats --------------------------\n",
        "\n",
        "\n",
        "\n",
        "def time_stats(df,time_filter,month, day):                \n",
        "\n",
        "    print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "    print(format.BOLD + '\\nCalculating The Most Frequent Times of Travel...\\n', format.END)\n",
        "    start_time = time.time()\n",
        "    \"\"\"\n",
        "    if time_filter == \"without\" or time_filter == \"both\" :\n",
        "    # display the most common month\n",
        "    most_common_month = df['month'].mode()[0]\n",
        "    most_common_day = df['day'].mode()[0]\n",
        "    most_common_start_hour = df['hour'].mode()[0]\n",
        "    \n",
        "    \n",
        "    \n",
        "    print(\"The most common month is \", most_common_month )\n",
        "    print(\"The most common day is \", most_common_day )\n",
        "    print(\"The most common start hour is \", most_common_start_hour )\n",
        "    # display the most common day of week\n",
        "    \"\"\"\n",
        "# Month is defined --------------- Month is defined ---------------\n",
        "\n",
        "    if month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day == 0:          \n",
        "\n",
        "        most_common_day = df['day'].mode()[0]\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "  \n",
        "        print(\"The most common day in \", month.title(),\" is \",most_common_day)\n",
        "        print(\"The most common start hour in \", month.title(),\" is \",most_common_start_hour)\n",
        "\n",
        "    # Month = All ---------------\n",
        "\n",
        "    elif month == \"all\" and day == 0 :\n",
        "\n",
        "        most_common_month = df['month'].mode()[0]\n",
        "        most_common_day = df['day'].mode()[0]\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "        \n",
        "        print(\"The most common month is \",most_common_month)\n",
        "        print(\"The most common day is \",most_common_day)\n",
        "        print(\"The most common start hour in all months is \",most_common_start_hour)\n",
        "\n",
        "    # Day is defined -------------------- Day is defined -------------------- Day is defined -------------------- \n",
        "\n",
        "    # Day in Days ---------------\n",
        "\n",
        "    elif day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] and month == 0:\n",
        "\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "        print(\"The most common start hour in \", day.title(),\" is \",most_common_start_hour)\n",
        "\n",
        "    # Day = All ---------------\n",
        "\n",
        "    elif day == \"all\" and month == 0 :\n",
        "\n",
        "      \n",
        "        most_common_day = df['day'].mode()[0]\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "        \n",
        "        \n",
        "        print(\"The most common day is \",most_common_day)\n",
        "        print(\"The most common start hour in all days is \",most_common_start_hour)\n",
        "\n",
        "    # Both_Both -------------------- Both_Both -------------------- Both_Both -------------------- \n",
        "\n",
        "    elif month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "\n",
        "        most_common_start_hour = df['hour'].mode()[0]    \n",
        "        \n",
        "        \n",
        "        print(\"The most common start hour in \", day,\" in all \", month, \" months is \",most_common_start_hour)\n",
        "\n",
        "\n",
        "    # Both_Month = all -------------------- Both_Month = all -------------------- Both_Month = all -------------------- \n",
        "\n",
        "    elif month == \"all\" and day in [\"monday\", \"tuesday\", \"wednesday\", \"thursday\", \"friday\", \"saturday\",\"sunday\"] :\n",
        "          \n",
        "        most_common_start_hour = df['hour'].mode()[0]    \n",
        "        \n",
        "        \n",
        "        print(\"The most common start hour in \", day,\" in all months is \",most_common_start_hour)\n",
        "      \n",
        "\n",
        "    # Both_Day =all -------------------- Both_Day =all -------------------- Both_Day =all -------------------- \n",
        "\n",
        "    elif month in [\"january\", \"february\", \"march\", \"april\", \"may\", \"june\"] and day == \"all\" :\n",
        "\n",
        "        most_common_day = df['day'].mode()[0]\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "        \n",
        "        \n",
        "        print(\"The most common day in \",month, \" is \",most_common_day)\n",
        "        print(\"The most common start hour in all days is \",most_common_start_hour)\n",
        "          \n",
        "\n",
        "      # Both =all -------------------- Both =all -------------------- Both =all -------------------- \n",
        "\n",
        "    elif month == \"all\" and day == \"all\" or month == 0 and day == 0:                \n",
        "        \n",
        "        most_common_month = df['month'].mode()[0]\n",
        "        most_common_day = df['day'].mode()[0]\n",
        "        most_common_start_hour = df['hour'].mode()[0]\n",
        "        \n",
        "        \n",
        "        \n",
        "        print(\"The most common month is \", most_common_month )\n",
        "        print(\"The most common day is \", most_common_day )\n",
        "        print(\"The most common start hour is \", most_common_start_hour )\n",
        "\n",
        "    # display the most common start hour\n",
        "\n",
        "\n",
        "    print(\"\\nThis took %s seconds.\" % (time.time() - start_time))\n",
        "    print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "\n",
        "\n",
        "# End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats --------------------------\n",
        "\n",
        "# End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats --------------------------\n",
        "\n",
        "# End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats -------------------------- End of Time_Stats --------------------------\n",
        "\n",
        "# *******************************************************************************************************************************************************************************************************\n",
        "\n",
        "# Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats --------------------------\n",
        "\n",
        "# Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats --------------------------\n",
        "\n",
        "# Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats -------------------------- Start of station_stats --------------------------\n",
        "\n",
        "def station_stats(df):\n",
        "\n",
        "    \"\"\"Displays statistics on the most popular stations and trip.\"\"\"\n",
        "    \n",
        "    #print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "    print(format.BOLD +'\\nCalculating The Most Popular Stations and Trip...\\n', format.END)\n",
        "    start_time = time.time()\n",
        "\n",
        "    # display most commonly used start station\n",
        "    start_station = df[\"Start Station\"].mode()[0]\n",
        "\n",
        "    print(\"The most commonly used start station is :\",start_station)\n",
        "\n",
        "    # display most commonly used end station\n",
        "    End_station = df[\"End Station\"].mode()[0]\n",
        "\n",
        "    print(\"The most commonly used End station is :\",End_station)\n",
        "\n",
        "    # display most frequent combination of start station and end station trip\n",
        "    df[\"trip\"]  =  \"From: \" + df[\"Start Station\"] + \"\\n\\nTo: \" + df[\"End Station\"]\n",
        "    print(\"\\nThe most common trip is:\")\n",
        "    print(\" \")\n",
        "    print(df[\"trip\"].mode()[0])\n",
        "\n",
        "\n",
        "    print(\"\\nThis took %s seconds.\" % (time.time() - start_time))\n",
        "    print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats --------------------------\n",
        "\n",
        "# End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats --------------------------\n",
        "\n",
        "# End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats -------------------------- End of station_stats --------------------------\n",
        "\n",
        "\n",
        "# *************************************************************************************************************************************************************************************************\n",
        "\n",
        "\n",
        "# Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats --------------------------\n",
        "\n",
        "# Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats --------------------------\n",
        "\n",
        "# Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats -------------------------- Start of trip_duration_stats --------------------------\n",
        "\n",
        "\n",
        "def trip_duration_stats(df):\n",
        "\n",
        "    \"\"\"Displays statistics on the total and average trip duration.\"\"\"\n",
        "\n",
        "    print(format.BOLD +'\\nCalculating Trip Duration...\\n', format.END)\n",
        "    start_time = time.time()\n",
        "\n",
        "    # display total travel time\n",
        "    \n",
        "    print(\"Total travel time =\",df['Trip Duration'].sum())\n",
        "\n",
        "    # display mean travel time\n",
        "    print(\"The average travel time=\",df['Trip Duration'].mean())\n",
        "\n",
        "\n",
        "    print(\"\\nThis took %s seconds.\" % (time.time() - start_time))\n",
        "    print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "# End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats --------------------------\n",
        "\n",
        "# End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats --------------------------\n",
        "\n",
        "# End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats -------------------------- End of trip_duration_stats --------------------------\n",
        "\n",
        "\n",
        "# ***********************************************************************************************************************************************************************************************************************\n",
        "\n",
        "\n",
        "# Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats --------------------------\n",
        "\n",
        "# Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats --------------------------\n",
        "\n",
        "# Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats -------------------------- Start of user_stats --------------------------\n",
        "\n",
        "def user_stats(df, city):\n",
        "\n",
        "    \"\"\"Displays statistics on bikeshare users.\"\"\"\n",
        "\n",
        "    print(format.BOLD +'\\nCalculating User Stats...\\n', format.END)\n",
        "    start_time = time.time()\n",
        "\n",
        "    # Display counts of user types\n",
        "    print(\"Counts of user types: \")   \n",
        "    print(df['User Type'].value_counts())  \n",
        "    \n",
        "    if city in [\"chicago\", \"new york city\"] :\n",
        "\n",
        "        print(\"\\n\",format.RED +\"-\"*10, format.END)\n",
        "        # Display counts of gender\n",
        "        print(\"Counts of gender: \")\n",
        "        print(df['Gender'].value_counts())\n",
        "        print(\"\\n\",format.RED +\"-\"*10, format.END)\n",
        "  \n",
        "        # Display earliest, most recent, and most common year of birth\n",
        "        \n",
        "        print(\"\\nThe earliest year of birth is:\",df['Birth Year'].min())\n",
        "        print(\"\\nThe most recent year of birth is:\",df['Birth Year'].max())\n",
        "        print(\"\\nThe most common year of birth is:\",df['Birth Year'].mode()[0]) \n",
        "    \n",
        "    \n",
        "        print(\"\\nThis took %s seconds.\" % (time.time() - start_time))\n",
        "        print(\"\\n\",format.RED +\"-\"*40, format.END)\n",
        "\n",
        "\n",
        "# End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats --------------------------\n",
        "\n",
        "# End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats --------------------------\n",
        "\n",
        "# End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats -------------------------- End of user_stats --------------------------\n",
        "\n",
        "\n",
        "\n",
        "# ************************************************************************************************\n",
        "# ***********************************************************************************************************\n",
        "# **********************************************************************************************************************\n",
        "# *********************************************************************************************************************************\n",
        "\n",
        "def main():\n",
        "    \n",
        "    main_loop = True\n",
        "    while main_loop:        \n",
        "        city, month, day, time_filter = get_filters()\n",
        "        df = load_data(city, month, day)\n",
        "    \n",
        "        time_stats(df,time_filter,month, day)\n",
        "        station_stats(df)\n",
        "        trip_duration_stats(df)\n",
        "        user_stats(df, city)\n",
        "        \n",
        "        Dont_Exit = True\n",
        "        while Dont_Exit :\n",
        "            re_choose = input('\\nWould you like to restart? Enter yes or no.\\n').lower()\n",
        "            if re_choose == 'no':# Exit the program ------------ \n",
        "                print(\"Thanks Udasity\")\n",
        "                main_loop = False        \n",
        "                Dont_Exit = False \n",
        "              \n",
        "            elif re_choose not in [\"yes\",\"no\"] : \n",
        "                print(\"\\n\",\"*\"*40,\"\\n please insert a valid choice\")\n",
        "                Dont_Exit = True \n",
        "      \n",
        "            elif re_choose == \"yes\" : # re_choose -----------\n",
        "                Dont_Exit = False  \n",
        "\n"
      ],
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tM4eBDAuOCWN"
      },
      "source": [
        "#Run the program"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "VkeqP3BhOUGT"
      },
      "source": [
        "To run the program please press ctrl + F9"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HxnSipPHOGsz"
      },
      "source": [
        "# press Enter after every choice\n",
        "# NOTE: After choosing what you want, the code will take some time (about 7 sec.) to import data from Github\n",
        "main()"
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}