From 5113d6ba3347ac3f1316ce26e3e028ce00cba739 Mon Sep 17 00:00:00 2001 From: Barbier--Darnal Joseph Date: Mon, 11 Sep 2023 16:57:27 +0200 Subject: [PATCH] contrib web polar chart --- src/notebooks/web-polar-chart.ipynb | 279 ++++++++++++++++++++++++++++ src/pages/circular-barplot.js | 10 + static/data/polar_data.csv | 16 ++ static/graph/web-polar-chart.png | Bin 0 -> 131449 bytes 4 files changed, 305 insertions(+) create mode 100644 src/notebooks/web-polar-chart.ipynb create mode 100644 static/data/polar_data.csv create mode 100644 static/graph/web-polar-chart.png diff --git a/src/notebooks/web-polar-chart.ipynb b/src/notebooks/web-polar-chart.ipynb new file mode 100644 index 0000000000..a7700b49f5 --- /dev/null +++ b/src/notebooks/web-polar-chart.ipynb @@ -0,0 +1,279 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "## About\n", + "\n", + "This plot is a [circular bar plot](https://python-graph-gallery.com/circular-barplot/). Let's see what the final output will look like:\n", + "\n", + "![../data/Screenshot 2023-09-11 at 15.58.13]()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Libraries\n", + "\n", + "For creating this chart, we will need a whole bunch of libraries!" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt # plotting the chart\n", + "from matplotlib.cm import ScalarMappable # creating scalar mappable objects for color mapping\n", + "from matplotlib.lines import Line2D # creating custom lines\n", + "import matplotlib.patches as mpatches # customize graphical shapes and patches\n", + "from matplotlib.patches import Patch\n", + "from textwrap import wrap # countries name lisibility\n", + "\n", + "import numpy as np # arrays and mathematical functions\n", + "import pandas as pd # data manipulation\n", + "from mpl_toolkits.axes_grid1.inset_locator import inset_axes # adding inset axes within a larger plot" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Dataset\n", + "\n", + "The data can be accessed using the **url below**. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "url = 'https://raw.githubusercontent.com/holtzy/The-Python-Graph-Gallery/master/static/data/polar_data.csv'\n", + "\n", + "# Remove the first one when merging\n", + "df = pd.read_csv('../../static/data/polar_data.csv')\n", + "#df = pd.read_csv(url)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create variables for the chart\n", + "\n", + "To make the code clearer, we first create a first code chunk containing variable definitions, used later in the customization of the graph. \n", + "\n", + "- We specify that we want to use the `Times` **font** and that the color of the text is `\"#1f1f1f\"`\n", + "- We define a custom color map (`cmap`) using a **list of color** values. This color map will be used to map values to colors in our plot\n", + "- We also create a **normalizer** to map data values to the range [0, 1], which corresponds to colors in our `cmap`. In this case, we're using the `'Cont_code'` values from `df` to determine the color mapping range" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Set default font to Bell MT, Bell is the prettiest serif IMO\n", + "plt.rcParams.update({\"font.family\": \"Times\"})\n", + "\n", + "# Set default font color to GREY12\n", + "plt.rcParams[\"text.color\"] = \"#1f1f1f\"\n", + "\n", + "# The minus glyph is not available in Bell MT\n", + "# This disables it, and uses a hyphen\n", + "plt.rc(\"axes\", unicode_minus=False)\n", + "\n", + "# Colors\n", + "COLORS = ['#914F76','#A2B9B6','tan','#4D6A67','#F9A03F','#5B2E48','#2B3B39']\n", + "cmap = mpl.colors.LinearSegmentedColormap.from_list(\"my color\", COLORS, N=7)\n", + "\n", + "# Normalizer\n", + "NUMBERS = df['Cont_code'].values\n", + "norm = mpl.colors.Normalize(vmin= NUMBERS.min(), vmax= NUMBERS.max())\n", + "COLORS = cmap(norm(NUMBERS))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Creating the chart\n", + "\n", + "The chart is displayed in `polar coordinates`, which means it's a **circular chart** with bars extending radially from the center.\n", + "\n", + "- It sets up a polar plot with a **white background** and adjusts some plot properties like the angle offset, y-axis scale, and labels.\n", + "\n", + "- It **adds bars** representing the number of Spanish learners in various countries, where the **angle of each bar** corresponds to the country's position on the circle.\n", + "\n", + "- **Dashed vertical** lines are added as references.\n", + "\n", + "- **Dots** are added to represent the mean gain of native Spanish speakers in those countries\n", + "\n", + "- **Country names** are wrapped for better readability, and labels for the regions are set on the x-axis\n", + "\n", + "- **Titles**, a **scale**, and **credit/sources** information are added to the chart\n", + "\n", + "- Finally, a **legend** is included to explain the color coding used in the chart" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Initialize layout in polar coordinates\n", + "fig, ax = plt.subplots(figsize=(7, 12.6), subplot_kw={\"projection\": \"polar\"})\n", + "\n", + "# Set background color to white, both axis and figure.\n", + "fig.patch.set_facecolor(\"white\")\n", + "ax.set_facecolor(\"white\")\n", + "\n", + "ax.set_theta_offset(1.2 * np.pi / 2)\n", + "ax.set_ylim(0, 45000000)\n", + "ax.set_yscale('symlog', linthresh=500000)\n", + "\n", + "# Add bars\n", + "ANGLES = np.linspace(0.05, 2*np.pi - 0.05, len(df), endpoint = False)\n", + "LENGTHS = df['Students'].values\n", + "ax.bar(ANGLES, LENGTHS,\n", + " color=COLORS, alpha=0.5,\n", + " width=0.3, zorder=11,\n", + " label='Spanish Learners')\n", + "\n", + "# Add dashed vertical lines. These are just references\n", + "ax.vlines(ANGLES, 0, 45000000, color=\"#1f1f1f\", ls=(0, (4, 4)), zorder=11)\n", + "\n", + "# Add dots to represent the mean gain\n", + "MEAN_GAIN = df['Natives'].values\n", + "ax.scatter(ANGLES, MEAN_GAIN, s=80, color= COLORS, zorder=11, label = 'Native Spanish Speakers')\n", + "\n", + "# Add labels for the regions\n", + "REGION = [\"\\n\".join(wrap(r, 5, break_long_words=False)) for r in df['Country'].values]\n", + "\n", + "# Set the labels\n", + "ax.set_xticks(ANGLES)\n", + "ax.set_xticklabels(REGION, size=12)\n", + "ax.set_yticks(np.arange(0,45000000,\n", + " step=5000000))\n", + "\n", + "# Add title and subtile at the top of the chart\n", + "plt.suptitle('Top Countries with Spanish Learners',\n", + " size = 20, y = 0.95)\n", + "plt.title('And their Native Spanish Speaking Population',\n", + " style = 'italic', size = 14, pad = 85)\n", + "\n", + "# Add scale starting at 1M and ending at 45M\n", + "PAD = 10\n", + "ax.text(-0.75 * np.pi / 2, 1000000 + PAD, \"1M\", ha=\"right\", size=12)\n", + "ax.text(-0.75 * np.pi / 2, 5000000 + PAD, \"5M\", ha=\"right\", size=11)\n", + "ax.text(-0.75 * np.pi / 2, 10000000 + PAD, \"10M\", ha=\"right\", size=10)\n", + "ax.text(-0.75 * np.pi / 2, 20000000 + PAD, \"20M \", ha=\"right\", size=9)\n", + "ax.text(-0.75 * np.pi / 2, 30000000 + PAD, \"30M \", ha=\"right\", size=8)\n", + "ax.text(-0.75 * np.pi / 2, 46000000 + PAD, \"45M \", ha=\"right\", size=7)\n", + "XTICKS = ax.xaxis.get_major_ticks()\n", + "for tick in XTICKS:\n", + " tick.set_pad(12)\n", + "\n", + "# Add credit and sources\n", + "caption = \"\\n\".join([\"Created adapting a tutorial from Yan Holtz: https://python-graph-gallery.com/web-circular-barplot-with-matplotlib/\",\n", + " \"Data compiled from various sources including:\",\n", + " \"https://www.statista.com/statistics/991020/number-native-spanish-speakers-country-worldwide/\",\n", + " \"https://cvc.cervantes.es/lengua/espanol_lengua_viva/pdf/espanol_lengua_viva_2022.pdf\",\n", + " \"https://www.wordspath.com/spanish-speaking-countries-in-europe/#:~:text=More%20than%2084%20million%20people,them%20are%20native%20Spanish%20speakers.\"\n", + "])\n", + "fig.text(0, 0.1, caption, fontsize=10, ha=\"left\", va=\"baseline\")\n", + "\n", + "# First, make some room for the legend and the caption in the bottom.\n", + "fig.subplots_adjust(bottom=0.175)\n", + "\n", + "# Add customed legend\n", + "legend_elements = [Line2D([0], [0], marker='o', color='w', label='Native Spanish Speaking Population',\n", + " markerfacecolor='gray', markersize=12),\n", + " Line2D([0],[0] ,color = 'lightgray', lw = 3, label = 'Spanish Learners'),\n", + " mpatches.Patch(color='tan', label='North America', alpha = 0.8),\n", + " mpatches.Patch(color='#F9A03F', label='South America', alpha = 0.8),\n", + " mpatches.Patch(color='#2B3B39', label='West Europe', alpha = 0.8),\n", + " mpatches.Patch(color='#914F76', label='West Africa', alpha = 0.8),\n", + " mpatches.Patch(color='#914F76', label='Central Africa', alpha = 0.8),\n", + " mpatches.Patch(color='#4D6A67', label='North Europe', alpha = 0.8),\n", + " mpatches.Patch(color='#A2B9B6', label='East Europe', alpha = 0.8)]\n", + "ax.legend(handles=legend_elements,\n", + " loc='upper right', # location\n", + " bbox_to_anchor=(1.4, 1), # shift the legend\n", + " fontsize = 'small')\n", + "\n", + "# Display the final chart\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Going further\n", + "\n", + "This article explains how to reproduce a [line chart](https://python-graph-gallery.com/line-chart/) with small multiples, originally design by Gilbert Fontana. \n", + "\n", + "For more examples of **advanced customization**, check out this [other reproduction of Fontana](https://python-graph-gallery.com/web-stacked-line-chart-with-labels/)'s work. Also, you might be interested in [adding an image/logo](https://python-graph-gallery.com/513-add-logo-matplotlib/) to your chart. " + ] + } + ], + "metadata": { + "chartType": "circularBarplot", + "description": "This Python code creates a polar bar chart using the Matplotlib library to visualize data about Spanish learners in different countries and their native Spanish-speaking populations. It was produced by nyx-it-up. Thanks to her for agreeing to share her work! ", + "family": "ranking", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "keywords": "circular, bar, barplot, polar, chart, matplotlib, annotation", + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + }, + "seoDescription": "How to create a beautiful customized circular barplot with annotations ", + "slug": "web-polar-chart", + "title": "Polar chart with custom style and annotations" + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/src/pages/circular-barplot.js b/src/pages/circular-barplot.js index 71c17f3c1a..86910c3b28 100644 --- a/src/pages/circular-barplot.js +++ b/src/pages/circular-barplot.js @@ -157,6 +157,16 @@ export default function CircularBarplot() { /> + + + + + diff --git a/static/data/polar_data.csv b/static/data/polar_data.csv new file mode 100644 index 0000000000..25768003e6 --- /dev/null +++ b/static/data/polar_data.csv @@ -0,0 +1,16 @@ +Country,Students_in_mil,Continent,Natives_in_mil,Students,Natives,Cont_code +United States,8.08,North America,41.76,8080000.0,41760000.0,2 +Brazil,5.24,South America,0.46,5240000.0,460000.0,4 +France,3.34,Western Europe,0.27,3340000.0,270000.0,6 +United Kingdom,2.03,Western Europe,0.13,2029999.9999999998,130000.0,6 +Italy,0.9,Western Europe,3.83,900000.0,3830000.0,6 +Germany,0.82,Western Europe,2.1,820000.0,2100000.0,6 +Ivory Coast,0.57,West Africa,,570000.0,,5 +Benin,0.41,West Africa,,410000.0,,5 +Senegal,0.36,West Africa,,360000.0,,5 +Sweden,0.26,Northern Europe,0.06,260000.0,60000.0,3 +Cameroon,0.19,Central Africa,1.03,190000.0,1030000.0,0 +Gabon,0.17,Central Africa,,170000.0,,0 +Poland,0.15,Eastern Europe,,150000.0,,1 +Spain,0.13,Western Europe,43.27,130000.0,43270000.0,6 +Equatorial Guinea,0.13,Central Africa,1.08,130000.0,1080000.0,0 diff 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