{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Preamble" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from plotapi import Terminus\n", "\n", "Terminus.set_license(\"your username\", \"your license key\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction\n", "\n", "The stats panel that appears in a default Terminus diagram can be adjusted or hidden entirely. This gives us even more control over the presentation of our Terminus diagram.\n", "\n", "As we can see, we have set our license details in the preamble with `Terminus.set_license()`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Terminus expects a `list` of `dictionary` items, these will define the flow of pixels between a `source` and a `target`." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "links = [\n", " {\"source\":\"England\", \"target\":\"Germany\", \"value\": 1000},\n", " {\"source\":\"England\", \"target\":\"France\", \"value\": 3000},\n", " {\"source\":\"England\", \"target\":\"Spain\", \"value\": 5000},\n", " {\"source\":\"England\", \"target\":\"Italy\", \"value\": 4000},\n", " {\"source\":\"England\", \"target\":\"Japan\", \"value\": 800},\n", "\n", " \n", " {\"source\":\"Ireland\", \"target\":\"Germany\", \"value\": 3500},\n", " {\"source\":\"Ireland\", \"target\":\"France\", \"value\": 3750},\n", " {\"source\":\"Ireland\", \"target\":\"Spain\", \"value\": 1750},\n", " {\"source\":\"Ireland\", \"target\":\"Italy\", \"value\": 5000},\n", " {\"source\":\"Ireland\", \"target\":\"Japan\", \"value\": 400},\n", "]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add many `source`'s and `target`'s! As they increase, we may need to adjust Terminus layout properties to accomodate the diagram's size and throughput." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Visualisation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are many opportunities to customise the Terminus stats panel.\n", "\n", "- `show_stats`, to show or hide the stats panel.\n", "- `stats_text_width`, to adjust the width of each stats column.\n", "- `show_stats_title`, to hide or show the stats titles.\n", "\n", "Let's try a few combinations.\n", "\n", "Here we're using `.show()` which outputs to a Jupyter Notebook cell, however, we may want to output to an HTML file with `.to_html()` instead. More on the different output methods later!
" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", " \n", " \n", " Plotapi - Terminus Diagram\n", " \n", " \n", " \n", "\n", " \n", "
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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Terminus(links, show_stats_title=False).show_png()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Terminus(links, stats_text_width=150).show_png()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can do so much more than what's presented in this example, and this is covered in other sections. If you want to see the full list of growing features, check out the Plotapi API Documentation." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 4 }