Progress.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# external imports\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "# my imports\n",
    "from Airport_CLC_Calculation import *\n",
    "from Timeseries_Graphing import *\n",
    "from Bar_Plotting import *\n",
    "from Box_Plotting import *"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Yearly Timeseries\n",
    "### Variables:\n",
    "### - years = 1950-2022\n",
    "### - elevation def = 1000\n",
    "### - hours = [7, 10, 13, 16]\n",
    "### Saved to:\n",
    "### - Airport_Trends/Timeseries_Graphs/ airport + \"_Years_\" + str(years[0]) + \"_to_\" + str(years[-1]) + \"_Months_\" + listToString(months) + \"_Hours_\" + listToString(hours) + \"_Elevation_Definition_\" + str(elevation_def) + \"_PDO_Timeseries.pdf\"\n",
    "### - Airport_Trends/PDO_Timeseries_Graphs/ airport + \"_Years_\" + str(years[0]) + \"_to_\" + str(years[-1]) + \"_Months_\" + listToString(months) + \"_Hours_\" + listToString(hours) + \"_Elevation_Definition_\" + str(elevation_def) + \"_Timeseries.pdf\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Timeseries by month\n",
    "\n",
    "years = range(1950, 2023)\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 1000\n",
    "\n",
    "months = [\"April\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"June\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"July\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"August\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"September\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"October\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "# Timeseries by season\n",
    "\n",
    "months = [\"May\", \"June\", \"July\", \"August\", \"September\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"April\", \"May\", \"June\", \"July\", \"August\", \"September\", \"October\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summary Barplot\n",
    "### Variables:\n",
    "### - years = 1950-2022\n",
    "### - elevation def = 1000\n",
    "### - hours = [7, 10, 13, 16]\n",
    "### - sort_by = \"latitude\"\n",
    "### Saved to:\n",
    "### - Airport_Trends/Bar_Plots/ \"Bar_Plot_Summary_\" + \"Months_\" + listToString(months) + \"_Hours_\" + listToString(hours) + \"_Elevation_Definition_\" + str(elevation_def) + \"_Sorted_By_\" + sort_by"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Barplot by month\n",
    "\n",
    "years = range(1950, 2023)\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 1000\n",
    "sort_by = \"latitude\"\n",
    "\n",
    "months = [\"April\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"May\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"June\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"July\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"August\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"September\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"October\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "# Barplot by season\n",
    "\n",
    "months = [\"May\", \"June\", \"July\", \"August\", \"September\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)\n",
    "\n",
    "months = [\"April\", \"May\", \"June\", \"July\", \"August\", \"September\", \"October\"]\n",
    "bar_plotting(years, months, hours, elevation_def, sort_by)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Era Boxplot\n",
    "### Variables:\n",
    "### - years = 1950-2022\n",
    "### - elevation def = 1000\n",
    "### - hours = [7, 10, 13, 16]\n",
    "### - edge_length = 30\n",
    "### Saved to:\n",
    "### - \"Airport_Trends/Box_Plots/\" + \"Box_Plot_First_vs._Last_\" + str(edge_length) + \"_Years\\n\" + airport + \"Months_\" + listToString(months) + \"_Hours_\" + listToString(hours) + \"_Elevation_Definition_\" + str(elevation_def) + '.pdf'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Boxplot by month\n",
    "\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 1000\n",
    "sort_by = \"latitude\"\n",
    "edge_length = 30\n",
    "\n",
    "months = [\"April\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"May\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"June\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"July\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"August\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"September\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"October\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "# Boxplot by season\n",
    "\n",
    "months = [\"May\", \"June\", \"July\", \"August\", \"September\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)\n",
    "\n",
    "months = [\"April\", \"May\", \"June\", \"July\", \"August\", \"September\", \"October\"]\n",
    "box_plotting_edge(months, hours, elevation_def, edge_length)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## April/May 2023 Update"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:110: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n"
     ]
    }
   ],
   "source": [
    "years = range(1950, 2024) # added 2023\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 1000\n",
    "\n",
    "months = [\"April\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "# saved to Airport_Trends/Timeseries_Graphs/ airport _Years_1950_to_2023_Months_April_Hours_7_10_13_16_Elevation_Definition_1000_Timeseries.pdf\"\n",
    "\n",
    "months = [\"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "# saved to Airport_Trends/Timeseries_Graphs/ airport _Years_1950_to_2023_Months_May_Hours_7_10_13_16_Elevation_Definition_1000_Timeseries.pdf\"\n",
    "\n",
    "months = [\"April\", \"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "# saved to Airport_Trends/Timeseries_Graphs/ airport _Years_1950_to_2023_Months_April_May_Hours_7_10_13_16_Elevation_Definition_1000_Timeseries.pdf\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  \n"
     ]
    }
   ],
   "source": [
    "elevation_def = 1000\n",
    "\n",
    "months = [\"April\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"April\", \"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n"
     ]
    }
   ],
   "source": [
    "years = range(1950, 2024) # added 2023\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 2000\n",
    "\n",
    "months = [\"April\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"April\", \"May\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n"
     ]
    }
   ],
   "source": [
    "years = range(1950, 2024) # added 2023\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 1000\n",
    "\n",
    "months = [\"June\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"April\", \"May\", \"June\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n",
      "/Users/ginoangelici/Projects/Scripps/Coastal-Low-Cloudiness/Timeseries_Graphing.py:113: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  avg_graph_df[\"Avg_CLC\"][index] = mean_missing\n"
     ]
    }
   ],
   "source": [
    "years = range(1950, 2024) # added 2023\n",
    "hours = [7, 10, 13, 16]\n",
    "elevation_def = 2000\n",
    "\n",
    "months = [\"June\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)\n",
    "\n",
    "months = [\"April\", \"May\", \"June\"]\n",
    "Timeseries_Graphing(years, months, hours, elevation_def)"
   ]
  }
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