From b175a4a85fdf15ca6e2480a23534135056e266d0 Mon Sep 17 00:00:00 2001
From: "ruben.haag" <ruben.haag@stud.uni-goettingen.de>
Date: Wed, 1 Dec 2021 10:18:03 +0100
Subject: [PATCH] Notebook for Plotting

---
 plot.ipynb | 15922 +++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 15922 insertions(+)
 create mode 100644 plot.ipynb

diff --git a/plot.ipynb b/plot.ipynb
new file mode 100644
index 0000000..64d1132
--- /dev/null
+++ b/plot.ipynb
@@ -0,0 +1,15922 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "c2f9df1c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "┌ Info: Precompiling DataFrames [a93c6f00-e57d-5684-b7b6-d8193f3e46c0]\n",
+      "â”” @ Base loading.jl:1342\n",
+      "┌ Info: Precompiling CSV [336ed68f-0bac-5ca0-87d4-7b16caf5d00b]\n",
+      "â”” @ Base loading.jl:1342\n",
+      "┌ Info: Precompiling Plots [91a5bcdd-55d7-5caf-9e0b-520d859cae80]\n",
+      "â”” @ Base loading.jl:1342\n"
+     ]
+    }
+   ],
+   "source": [
+    "using DataFrames\n",
+    "using CSV\n",
+    "using Plots\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "38ea10b3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Plots.PlotlyBackend()"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "xname = \"frequency\"\n",
+    "yname = \"dt_earliest_pickup\"\n",
+    "\n",
+    "df = DataFrame(CSV.File(\"results.csv\"))\n",
+    "\n",
+    "x, y = df[!,xname], df[!,yname]\n",
+    "x = unique(x)\n",
+    "y = unique(y)\n",
+    "\n",
+    "ks = names(df)\n",
+    "filter!(e->e!= xname, ks)\n",
+    "filter!(e->e!= yname, ks)\n",
+    "\n",
+    "plotly()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "83021f85",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.plotly.v1+json": {
+       "data": [
+        {
+         "colorbar": {
+          "title": {
+           "text": ""
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+         "hoverinfo": "none",
+         "name": "y1",
+         "showlegend": false,
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+       "        \"type\": \"heatmap\",\n",
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+       ", {\n",
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+       "        \"mirror\": false,\n",
+       "        \"tickangle\": 0,\n",
+       "        \"showline\": true,\n",
+       "        \"ticktext\": [\n",
+       "            \"3\",\n",
+       "            \"4\",\n",
+       "            \"5\",\n",
+       "            \"6\",\n",
+       "            \"7\",\n",
+       "            \"8\",\n",
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+       "        ],\n",
+       "        \"zeroline\": false,\n",
+       "        \"tickfont\": {\n",
+       "            \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
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+       "        },\n",
+       "        \"zerolinecolor\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "        \"anchor\": \"y\",\n",
+       "        \"visible\": true,\n",
+       "        \"ticks\": \"inside\",\n",
+       "        \"tickmode\": \"array\",\n",
+       "        \"linecolor\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "        \"showgrid\": true,\n",
+       "        \"title\": \"Frequency\",\n",
+       "        \"gridcolor\": \"rgba(0, 0, 0, 0.100)\",\n",
+       "        \"titlefont\": {\n",
+       "            \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
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+       "        },\n",
+       "        \"tickcolor\": \"rgb(0, 0, 0)\",\n",
+       "        \"type\": \"-\"\n",
+       "    },\n",
+       "    \"paper_bgcolor\": \"rgba(255, 255, 255, 1.000)\",\n",
+       "    \"annotations\": [\n",
+       "        {\n",
+       "            \"yanchor\": \"top\",\n",
+       "            \"xanchor\": \"center\",\n",
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+       "                \"size\": 20\n",
+       "            },\n",
+       "            \"yref\": \"paper\",\n",
+       "            \"showarrow\": false,\n",
+       "            \"text\": \"served_percentage\",\n",
+       "            \"xref\": \"paper\",\n",
+       "            \"x\": 0.5275462962962963\n",
+       "        }\n",
+       "    ],\n",
+       "    \"height\": 400,\n",
+       "    \"margin\": {\n",
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+       "    \"plot_bgcolor\": \"rgba(255, 255, 255, 1.000)\",\n",
+       "    \"yaxis\": {\n",
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+       "        \"gridwidth\": 0.5,\n",
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+       "        \"domain\": [\n",
+       "            0.07581474190726165,\n",
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+       "        ],\n",
+       "        \"mirror\": false,\n",
+       "        \"tickangle\": 0,\n",
+       "        \"showline\": true,\n",
+       "        \"ticktext\": [\n",
+       "            \"0\",\n",
+       "            \"20\",\n",
+       "            \"40\",\n",
+       "            \"60\",\n",
+       "            \"80\"\n",
+       "        ],\n",
+       "        \"zeroline\": false,\n",
+       "        \"tickfont\": {\n",
+       "            \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "            \"family\": \"sans-serif\",\n",
+       "            \"size\": 11\n",
+       "        },\n",
+       "        \"zerolinecolor\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "        \"anchor\": \"x\",\n",
+       "        \"visible\": true,\n",
+       "        \"ticks\": \"inside\",\n",
+       "        \"tickmode\": \"array\",\n",
+       "        \"linecolor\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "        \"showgrid\": true,\n",
+       "        \"title\": \"dt_earliest_pickup\",\n",
+       "        \"gridcolor\": \"rgba(0, 0, 0, 0.100)\",\n",
+       "        \"titlefont\": {\n",
+       "            \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "            \"family\": \"sans-serif\",\n",
+       "            \"size\": 15\n",
+       "        },\n",
+       "        \"tickcolor\": \"rgb(0, 0, 0)\",\n",
+       "        \"type\": \"-\"\n",
+       "    },\n",
+       "    \"legend_position\": {\n",
+       "        \"yanchor\": \"auto\",\n",
+       "        \"xanchor\": \"auto\",\n",
+       "        \"bordercolor\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "        \"bgcolor\": \"rgba(255, 255, 255, 1.000)\",\n",
+       "        \"borderwidth\": 1,\n",
+       "        \"tracegroupgap\": 0,\n",
+       "        \"y\": 1.0,\n",
+       "        \"font\": {\n",
+       "            \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "            \"family\": \"sans-serif\",\n",
+       "            \"size\": 11\n",
+       "        },\n",
+       "        \"title\": {\n",
+       "            \"font\": {\n",
+       "                \"color\": \"rgba(0, 0, 0, 1.000)\",\n",
+       "                \"family\": \"sans-serif\",\n",
+       "                \"size\": 15\n",
+       "            },\n",
+       "            \"text\": \"\"\n",
+       "        },\n",
+       "        \"traceorder\": \"normal\",\n",
+       "        \"x\": 1.0\n",
+       "    },\n",
+       "    \"width\": 600\n",
+       "}\n",
+       ");\n",
+       "\n",
+       "    });\n",
+       "    </script>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(40, 40)(40, 40)"
+     ]
+    }
+   ],
+   "source": [
+    "for name in ks\n",
+    "    data = df[!,name]\n",
+    "    data = reshape(data, length(x), length(y))\n",
+    "    print(size(data))\n",
+    "    map = heatmap(x,\n",
+    "    y, data,\n",
+    "    c=cgrad([:black, :white]),\n",
+    "    xlabel=\"Frequency\", ylabel=\"dt_earliest_pickup\",\n",
+    "    title=\"$name\")\n",
+    "    display(map)\n",
+    "    #savefig(map, \"results/$name.png\")\n",
+    "end"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "e0b88d52",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "LoadError",
+     "evalue": "UndefVarError: data not defined",
+     "output_type": "error",
+     "traceback": [
+      "UndefVarError: data not defined",
+      "",
+      "Stacktrace:",
+      " [1] top-level scope",
+      "   @ In[7]:1",
+      " [2] eval",
+      "   @ ./boot.jl:360 [inlined]",
+      " [3] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String)",
+      "   @ Base ./loading.jl:1116"
+     ]
+    }
+   ],
+   "source": [
+    "print(size(data))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a30d30d9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Julia 1.6.2",
+   "language": "julia",
+   "name": "julia-1.6"
+  },
+  "language_info": {
+   "file_extension": ".jl",
+   "mimetype": "application/julia",
+   "name": "julia",
+   "version": "1.6.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
-- 
GitLab