{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Glyphs and edges of the London Underground\n", "\n", "Station passenger volume change 2017 - 2018\n", "Line segment running time and percentage change (slow down) at peak times 2011 data.\n", "\n", "Powered by TfL Open Data\n", "Contains OS data © Crown copyright and database rights 2016' and Geomni UK Map data © and database rights [2019]\n", "\n", "Nick Holliman, @binocularity, September 2023" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\k2364528\\Code\\vizent\\vizent\\scales.py:230: UserWarning: Specified minimum and maximum shape scale values or specified shape scale spread exclude some data\n", " warnings.warn(\"Specified minimum and maximum shape scale values \"\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0.98, 'London Tube, Circle Line, Annual Performance.\\nTotal passenger numbers 2018, and % change from 2017, normal line running time (min) and % peak delay, 2011')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import ListedColormap\n", "import numpy as np\n", "from PIL import ImageColor\n", "from vizent import create_plot, add_glyphs, add_lines\n", "\n", "# Flag to draw station name labels on the plot.\n", "drawStationLabels = True\n", "\n", "# Circle line RGB colour from the TfL hexcode.\n", "# Calculate a derived three colour scale for the line speed.\n", "rgbColraw = (ImageColor.getcolor(\"#FFD300\", \"RGB\"))\n", "rgbCol = tuple(ti/255 for ti in rgbColraw)\n", "centralLineCol = tuple(ti/255 for ti in rgbColraw)\n", "cmapPlain = ListedColormap([ tuple(np.clip(ti*2,0.0,1.0) for ti in centralLineCol),\n", " centralLineCol,\n", " tuple(ti/2 for ti in centralLineCol) ])\n", "\n", "# Read in csv table holding the node locations and data\n", "# Use the UK national grid Eastings and Northings location data.\n", "dfNodes = pd.read_csv ('sample-data/circle-line-tubeNodesZ1L3PsgrCnghPcnt1718GB.csv')\n", "N_Vals = dfNodes[\"northing\"]\n", "E_Vals = dfNodes[\"easting\"]\n", "pcntVals = dfNodes[\"AnnEntExPcnt2017\"]\n", "pcntChng1718Vals = dfNodes[\"AnnEntExChngPcnt1718\"]\n", "passngrNum2018 = dfNodes[\"AnnEntEx2018\"]\n", "passngrNum2018_M = dfNodes[\"AnnEntEx2018\"]/1000000\n", "\n", "# Load the edge connectivity table with the edge data on journey times.\n", "dfEdges = pd.read_csv ('sample-data/circle-line-edgesZ1L3_withTime.csv')\n", "startPts = []\n", "endPts = []\n", "for i, edge in dfEdges.iterrows() :\n", " startPts.append([E_Vals[edge[\"s1\"]-1], N_Vals[edge[\"s1\"]-1] ])\n", " endPts.append([E_Vals[edge[\"s2\"]-1], N_Vals[edge[\"s2\"]-1] ])\n", "\n", "# Create a Vizent plot\n", "vizent_fig = create_plot(use_glyphs=True, \n", " use_lines=True, \n", " show_legend=True, \n", " show_axes=True, \n", " use_cartopy=False,\n", " scale_x=20, \n", " scale_y=11.25)\n", "\n", "# Add glyphs to the plot (graph nodes)\n", "add_glyphs( ax=vizent_fig,\n", " x_values=E_Vals,\n", " y_values=N_Vals,\n", " colormap = \"cool\", \n", " color_values=passngrNum2018_M,\n", " color_min = 0.0,\n", " color_max = 100.0,\n", " shape_values=pcntChng1718Vals,\n", " shape_min = -30,\n", " shape_max = 30.0,\n", " shape_neg = \"saw\",\n", " shape_n = 4,\n", " size_values=[14 for i in range(27)],\n", " legend_title = \"Station\",\n", " color_label = \"Annual\\nPassengers\\n(M)\",\n", " shape_label = \"Change\\nYr on Yr\\n(%)\",\n", " label_fontsize=10\n", ")\n", "\n", "# Add edges to the plot.\n", "add_lines(\n", " ax = vizent_fig,\n", " \n", " x_starts=[i[0] for i in startPts], \n", " y_starts=[i[1] for i in startPts],\n", "\n", " x_ends=[i[0] for i in endPts], \n", " y_ends=[i[1] for i in endPts], \n", " \n", " freq_values=dfEdges[\"slowerPcnt\"], \n", " width_values=[3 for i in range(27)],\n", " freq_min = 0.0,\n", " freq_max = 40.0,\n", " freq_n = 3,\n", "\n", " color_values=dfEdges[\"Inter peak (1000 - 1600) Running time (mins)\"],\n", " colormap=cmapPlain, \n", " color_min=1.0, \n", " color_max=4.0, \n", " style = \"set_length\",\n", " length_type = 'pixels',\n", " striped_length =20,\n", " # length_type = 'units',\n", " # striped_length =200,\n", "\n", " legend_title = \"Line\",\n", " color_label = \"Daytime Running\\ntime (min)\",\n", " frequency_label = \"Peak\\ndelay (%)\",\n", "\n", " label_fontsize=10\n", ")\n", "\n", "# Select correct subfigure to overplot with station names\n", "fig = vizent_fig[0]\n", "ax = vizent_fig[1]\n", "\n", "# CUSP London location (at Bush House)\n", "ECUSP = 530736\n", "NCUSP = 181042\n", "ax.plot(ECUSP, NCUSP, 'o',markerfacecolor=\"w\",markeredgecolor=\"w\")\n", "ax.text(ECUSP-100.00, NCUSP+125.00, 'CUSP\\nLondon', color='w', fontsize = 10,\n", " horizontalalignment='right',\n", " bbox={'facecolor': (0.3,0.5,0.3),'edgecolor':(0.3,0.5,0.3), 'pad': 3})\n", "\n", "#Draw the station names if flag for text is True\n", "if drawStationLabels :\n", " dfNames = pd.read_csv ('sample-data/circle-line-tubeNodesZ1L3NamesLocsGB.csv')\n", " for i,row in dfNames.iterrows() :\n", " lonNm = row[\"easting\"] + row[\"adjEast\"]\n", " latNm = row[\"northing\"] + row[\"adjNorth\"]\n", " curName = row[\"name\"]\n", " curName = curName.replace(r'\\n', '\\n')\n", " ax.text(lonNm, latNm, curName, color='w', fontsize = 10, alpha=0.6,\n", " horizontalalignment=row[\"ha\"]) \n", "\n", "# Adjust the plot aesthetics.\n", "fig.axes[2].set_facecolor((0.35,0.35,0.55))\n", "fig.axes[1].set_facecolor('0.6')\n", "fig.axes[0].set_facecolor('0.6')\n", "\n", "plt.suptitle(\"London Tube, Circle Line, Annual Performance.\\n\"+\n", " \"Total passenger numbers 2018, and % change from 2017,\"+\" normal line running time (min) and % peak delay, 2011\",\n", " fontsize=16)\n", "\n", "\n", "# When saving this image, a DPI of 192 generates a file of 3,840 x 2,160 pixels (i.e. UHD quality).\n", "# This can be done with the following lines:\n", "# fileDPI = 192 \n", "# plt.savefig( fileName, dpi=fileDPI ) \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[Link to image](_images/gallery-circle-line_1_2.png)" ] } ], "metadata": { "kernelspec": { "display_name": "vizent-env", "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": "3.11.5" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }