{ "cells": [ { "cell_type": "code", "execution_count": 4, "id": "260ffca4-7cd5-442a-8966-81b344a6930e", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "from matplotlib.font_manager import FontProperties\n", "import pandas as pd" ] }, { "cell_type": "markdown", "id": "794bcf06-5c3a-4a6a-ac54-01a0ba20dbfd", "metadata": {}, "source": [ "# Importing data" ] }, { "cell_type": "code", "execution_count": 5, "id": "7d107961-afd1-4a4c-8770-313a538ca30e", "metadata": {}, "outputs": [], "source": [ "med = pd.read_csv('med.csv')\n", "med_discri = pd.read_csv('med_discri.csv')\n", "data_plot= pd.read_csv('data_plot.csv')" ] }, { "cell_type": "markdown", "id": "b04bd56f-dc7b-407f-b68a-c744f40b2796", "metadata": {}, "source": [ "# Filtering data" ] }, { "cell_type": "code", "execution_count": 3, "id": "e6cbc55a-9bb7-4908-9c9f-5b259bb80cb4", "metadata": {}, "outputs": [], "source": [ "# 24 Hrs light intensity\n", "luxes = med.iloc[0:288,0]" ] }, { "cell_type": "code", "execution_count": 4, "id": "53d26ad9-ac4e-4072-b885-cb64c9af2b0b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(luxes,'.k')\n", "plt.xlabel('Sample Number')\n", "plt.ylabel('[Lx]', rotation=90)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "id": "27096899-6340-4d63-8ff3-5fccccda21ac", "metadata": { "scrolled": true }, "outputs": [], "source": [ "#Filtering data\n", "def FilteringData(b,e):\n", " filtered_med = med[(med['hh'] >= b ) & (med['hh'] <= e)]\n", " #Saving luxes, temp, hum and power data\n", " luxesf = filtered_med.iloc[:,0].tolist()\n", " tempf = filtered_med.iloc[:,1].tolist()\n", " humf = filtered_med.iloc[:,2].tolist()\n", " powf = filtered_med.iloc[:,5].tolist()\n", "\n", " return luxesf, tempf, humf, powf" ] }, { "cell_type": "markdown", "id": "2fd90fdf-61c3-4630-853f-99918cb6a0ad", "metadata": {}, "source": [ "# Plotting data" ] }, { "cell_type": "code", "execution_count": 6, "id": "4257e945-efd5-4bec-91ec-2a5b5cf5ed22", "metadata": {}, "outputs": [], "source": [ "#Graph\n", "# 0,0 - 0,3\n", "def GenGraph(luxesf, tempf, humf, powf):\n", " figure, axis = plt.subplots(4,4, figsize=(8,6))\n", " luxlim=(2055,48000)\n", " templim=(13,50)\n", " humlim=(12,88)\n", " powlim=(0.68,11.61)\n", " #Text fontsize\n", " fontsize=16\n", " Tfont = FontProperties(family='serif', style='normal',size=16)\n", " #Tiles fontsize, family font\n", " font = FontProperties(family='serif',style='italic',size=10)\n", " #Pos x,y Titles\n", " Tx=1.15\n", " Ty=0.36\n", " \n", " axis[0,0].text(0.5,0.5,'Lux', verticalalignment='center', horizontalalignment='center',font = Tfont)\n", " for spine in axis[0,0].spines.values():\n", " spine.set_visible(False)\n", " \n", " axis[0,1].scatter(luxesf,tempf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[0,1].set(xlim=luxlim,ylim=templim)\n", " axis[0,1].set_title('a)',y=Ty, x=Tx)\n", " \n", " axis[0,2].scatter(luxesf,humf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[0,2].set(xlim=luxlim,ylim=humlim)\n", " axis[0,2].set_title('b)',y=Ty, x=Tx)\n", " \n", " axis[0,3].scatter(luxesf,powf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[0,3].set(xlim=luxlim,ylim=powlim)\n", " axis[0,3].set_title('c)',y=Ty, x=Tx)\n", " \n", " # 1,0 - 1,3\n", " axis[1,0].scatter(tempf,luxesf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[1,0].set_title('d)',y=Ty, x=Tx)\n", " axis[1,0].set(xlim=templim,ylim=luxlim)\n", " axis[1,0].set_ylim(luxlim)\n", " \n", " \n", " axis[1,1].text(0.5,0.5,'Temp', fontsize=fontsize, verticalalignment='center', horizontalalignment='center', font = Tfont)\n", " for spine in axis[1,1].spines.values():\n", " spine.set_visible(False)\n", " \n", " axis[1,2].scatter(tempf,humf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[1,2].set_title('e)',y=Ty, x=Tx)\n", " axis[1,2].set(xlim=templim,ylim=humlim)\n", " \n", " axis[1,3].scatter(tempf,powf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[1,3].set_title('f)',y=Ty, x=Tx)\n", " axis[1,3].set(xlim=templim,ylim=powlim)\n", " # 2,0 - 2,3\n", " axis[2,0].scatter(humf,luxesf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[2,0].set_title('g)',y=Ty, x=Tx)\n", " axis[2,0].set(xlim=humlim,ylim=luxlim)\n", " \n", " axis[2,1].scatter(humf,tempf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[2,1].set_title('h)',y=Ty, x=Tx)\n", " axis[2,1].set(xlim=humlim,ylim=templim)\n", " \n", " axis[2,2].text(0.5,0.5,'Hum', fontsize=fontsize, verticalalignment='center', horizontalalignment='center', font = Tfont)\n", " for spine in axis[2,2].spines.values():\n", " spine.set_visible(False)\n", " \n", " axis[2,3].scatter(humf,powf, s=5, c='none', marker='.', facecolors='none', edgecolors='black', alpha=1)\n", " axis[2,3].set_title('i)',y=Ty, x=Tx)\n", " axis[2,3].set(xlim=humlim,ylim=powlim)\n", " \n", " # 3,0 - 3,3\n", " axis[3,0].scatter(powf,luxesf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[3,0].set_title('j)',y=Ty, x=Tx)\n", " axis[3,0].set(xlim=powlim,ylim=luxlim)\n", " \n", " axis[3,1].scatter(powf,tempf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[3,1].set_title('k)',y=Ty, x=Tx)\n", " axis[3,1].set(xlim=powlim,ylim=templim)\n", " \n", " axis[3,2].scatter(powf,humf, s=5, c='none', marker='o', facecolors='none', edgecolors='black', alpha=0.3)\n", " axis[3,2].set_title('l)',y=Ty, x=Tx)\n", " axis[3,2].set(xlim=powlim,ylim=humlim)\n", " \n", " axis[3,3].text(0.5,0.5,'Pow', fontsize=fontsize, verticalalignment='center', horizontalalignment='center', font = Tfont)\n", " for spine in axis[3,3].spines.values():\n", " spine.set_visible(False)\n", " \n", " for ax in axis.flat:\n", " ax.set_xticklabels([])\n", " ax.set_xticks([])\n", " ax.set_yticklabels([])\n", " ax.set_yticks([])\n", " for text in [ax.title]:\n", " text.set_font_properties(font)\n", " plt.subplots_adjust(wspace=0.4,hspace=0.06)\n", " plt.savefig(\"Graph.png\")\n", " plt.show()" ] }, { "cell_type": "markdown", "id": "698d5c2f-9006-407d-b8f8-aab86dac1bfb", "metadata": {}, "source": [ "# Own filtered data" ] }, { "cell_type": "code", "execution_count": 7, "id": "625b4e71-b5dc-49c0-acd5-331363ddf3da", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "luxesf, tempf, humf, powf = FilteringData(9,19)\n", "GenGraph(luxesf,tempf,humf,powf)" ] }, { "cell_type": "markdown", "id": "3e735482-e2b5-4d07-9c9b-5588139be694", "metadata": {}, "source": [ "# Data_plot data base" ] }, { "cell_type": "code", "execution_count": 8, "id": "9d456520-ca2f-4197-9207-6bff22962a8c", "metadata": {}, "outputs": [], "source": [ "luxesplt = data_plot.iloc[:,0].tolist()\n", "tempplt = data_plot.iloc[:,1].tolist()\n", "humplt = data_plot.iloc[:,2].tolist()\n", "powplt = data_plot.iloc[:,3].tolist()" ] }, { "cell_type": "code", "execution_count": 9, "id": "f7645ada-820e-4fb0-ae46-e42e6a405348", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraph(luxesplt,tempplt,humplt,powplt)" ] }, { "cell_type": "markdown", "id": "17ed2d8f-4b6b-409b-ba3a-ae20b0eb5435", "metadata": {}, "source": [ "# med data base" ] }, { "cell_type": "code", "execution_count": 10, "id": "99642d65-ce00-490b-bead-e77272da9eb5", "metadata": {}, "outputs": [], "source": [ "luxesm = med.iloc[:,0].tolist()\n", "tempm = med.iloc[:,1].tolist()\n", "humm = med.iloc[:,2].tolist()\n", "powm = med.iloc[:,5].tolist()" ] }, { "cell_type": "code", "execution_count": 11, "id": "f6e7d952-0019-4a9d-9aa4-600426a5c8ea", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraph(luxesm,tempm,humm,powm)" ] }, { "cell_type": "markdown", "id": "1f02dd77-50b2-4924-80ad-be51300dca87", "metadata": {}, "source": [ "# med_discri data base" ] }, { "cell_type": "code", "execution_count": 12, "id": "6b9d86cc-46da-4748-b54d-81395beb2207", "metadata": {}, "outputs": [], "source": [ "luxesdi = med_discri.iloc[:,0].tolist()\n", "tempdi = med_discri.iloc[:,1].tolist()\n", "humdi = med_discri.iloc[:,2].tolist()\n", "powdi = med_discri.iloc[:,5].tolist()" ] }, { "cell_type": "code", "execution_count": 13, "id": "e5a7e622-3f2b-4992-8309-2e0f10097409", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraph(luxesdi,tempdi,humdi,powdi)" ] }, { "cell_type": "code", "execution_count": 1, "id": "b911498a-1453-4a4d-b9b0-425bb43287de", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "def GenGraphTemp(x,y,xlim,ylim,xtitle,ytitle,temp):\n", "\n", " fig, ax = plt.subplots(figsize=(7,6))\n", " scatter = ax.scatter(x,y, c=temp, cmap='gray', s=50, edgecolors='none', linewidths=1.5, vmin=0, vmax=70)\n", " ax.set(xlim=xlim,ylim=ylim, xlabel=xtitle, ylabel=ytitle)\n", " ax.grid(True, linestyle='--', linewidth=0.5,alpha=0.7)\n", " ax.tick_params(axis='both', direction='in',length=5,width=1, top=True, right=True)\n", " ColorBar = fig.colorbar(scatter,ax=ax,label='Temp[°C]')\n", " plt.savefig(f\"{xtitle} vs {ytitle}\",\".png\")\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": 2, "id": "9f9501e0-8b41-4586-92b0-627d7d93d620", "metadata": {}, "outputs": [], "source": [ "xlim=(2055,51000)\n", "ylim=(1,12)" ] }, { "cell_type": "code", "execution_count": 3, "id": "95b917cf-2623-4d65-830d-2d2c7c0718cd", "metadata": {}, "outputs": [ { "ename": "NameError", "evalue": "name 'luxesdi' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m GenGraphTemp(\u001b[43mluxesdi\u001b[49m,powdi,xlim,ylim,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mLuxes[lx]\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPV\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124ms Power[W]\u001b[39m\u001b[38;5;124m\"\u001b[39m,tempdi)\n", "\u001b[0;31mNameError\u001b[0m: name 'luxesdi' is not defined" ] } ], "source": [ "GenGraphTemp(luxesdi,powdi,xlim,ylim,'Luxes[lx]',\"PV's Power[W]\",tempdi)" ] }, { "cell_type": "code", "execution_count": 36, "id": "b291669c-47df-4fa6-a45c-f52ad6839eb3", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(luxesm,powm,xlim,ylim,'Luxes[lx]',\"PV's Power[W]\",tempm)" ] }, { "cell_type": "code", "execution_count": 37, "id": "7b9585cd-7f2a-4f45-af81-0b554d8c0e9d", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(luxesf,powf,xlim,ylim,'Luxes[lx]',\"PV's Power[W]\",tempf)" ] }, { "cell_type": "code", "execution_count": 38, "id": "fe35a72d-9627-4d20-80a3-5654953c6105", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(luxesplt,powplt,xlim,ylim,'Luxes[lx]',\"PV's Power[W]\",tempplt)" ] }, { "cell_type": "code", "execution_count": 31, "id": "7af23993-2bcd-4e52-b674-25a815b5e895", "metadata": {}, "outputs": [], "source": [ "xlim2=(15,100)" ] }, { "cell_type": "code", "execution_count": 43, "id": "3f0c9295-be3a-478b-82c0-a94fa5035994", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(humdi,powdi,xlim2,ylim,'Humidity[%]',\"PV's Power[W]\",tempdi)" ] }, { "cell_type": "code", "execution_count": 44, "id": "e80f6226-c70f-4396-a8ff-e981935f87fc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(humm,powm,xlim2,ylim,'Humidity[%]',\"PV's Power[W]\",tempm)" ] }, { "cell_type": "code", "execution_count": 42, "id": "655b9e57-f46a-4617-9902-4561694475f1", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "GenGraphTemp(humf,powf,xlim2,ylim,'Humidity[%]',\"PV's Power[W]\",tempf)" ] }, { "cell_type": "code", "execution_count": null, "id": "96ea2e5b-7c50-4a3e-bcd1-1606f0f38231", "metadata": {}, "outputs": [], "source": [ "GenGraphTemp(humplt,powplt,xlim2,ylim,'Humidity[%]',\"PV's Power[W]\",tempplt)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }