From 98d6c0b2cd65a147cdd916d55802d17b6764d139 Mon Sep 17 00:00:00 2001 From: Carl Cervone Date: Mon, 18 Mar 2024 06:39:09 -0400 Subject: [PATCH] add: data on oss funding vs vc funding --- figs/data/oss_funding/oss_funding.csv | 8 + figs/data/oss_funding/oss_funding.ipynb | 199 ++++++++++++++++++++++++ figs/data/oss_funding/oss_funding.png | Bin 0 -> 138676 bytes figs/data/oss_funding/readme.md | 17 ++ 4 files changed, 224 insertions(+) create mode 100644 figs/data/oss_funding/oss_funding.csv create mode 100644 figs/data/oss_funding/oss_funding.ipynb create mode 100644 figs/data/oss_funding/oss_funding.png create mode 100644 figs/data/oss_funding/readme.md diff --git a/figs/data/oss_funding/oss_funding.csv b/figs/data/oss_funding/oss_funding.csv new file mode 100644 index 00000000..337e56e6 --- /dev/null +++ b/figs/data/oss_funding/oss_funding.csv @@ -0,0 +1,8 @@ +Source,Amount +Ethereum Foundation,22000000 +GitHub Sponsors,33000000 +Open Collective,58675491 +Gitcoin Grants,60000000 +Optimism RetroPGF,121000000 +Linux Foundation,913000000 +Venture Capital,1357000000000 \ No newline at end of file diff --git a/figs/data/oss_funding/oss_funding.ipynb b/figs/data/oss_funding/oss_funding.ipynb new file mode 100644 index 00000000..b7e3f89a --- /dev/null +++ b/figs/data/oss_funding/oss_funding.ipynb @@ -0,0 +1,199 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "da30bb97", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "import sys\n", + "sys.path.append('../_styling/')\n", + "from style import prep_plot, BLACK, GRAY1, GRAY2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "accec829", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SourceAmountColor
0Ethereum Foundation22000000#ADADAD
1GitHub Sponsors33000000#ADADAD
2Open Collective58675491#ADADAD
3Gitcoin Grants60000000#ADADAD
4Optimism RetroPGF121000000#ADADAD
5Linux Foundation913000000#ADADAD
6Venture Capital1357000000000#5C5C5C
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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt = prep_plot()\n", + "\n", + "fig, ax = plt.subplots()\n", + "fontsize=6\n", + "\n", + "ax.bar(df['Source'], df['Amount'], color=df['Color'])\n", + "ax.set_yscale('log')\n", + "ax.set_yticks(\n", + " [1_000_000, 10_000_000, 100_000_000, 1_000_000_000, 10_000_000_000, 100_000_000_000, 1_000_000_000_000],\n", + " labels=[\"\", \"$10M\", \"$100M\", \"$1B\", \"$10B\", \"$100B\", \"$1T\"],\n", + " fontsize=fontsize\n", + ")\n", + "ax.minorticks_off()\n", + "plt.xticks(rotation=0, fontsize=fontsize)\n", + "\n", + "for x, row in df.iterrows():\n", + " val = row['Amount'] / 1_000_000\n", + " if val > 1000:\n", + " val /= 1_000_000\n", + " label = f\"${val:.2f}T\"\n", + " else:\n", + " label = f\"${val:.0f}M\"\n", + " ax.text(s=label, x=x, y=row['Amount'], va='bottom', ha='center', fontsize=fontsize)\n", + "\n", + "plt.plot([-0.2, 5.2], [3_000_000_000, 3_000_000_000], '-', lw=1, color=GRAY2)\n", + "ax.text(s=\"~$2B combined\", x=2.5, y=3_200_000_000, va='bottom', ha='center', fontsize=fontsize, color=GRAY1)\n", + "\n", + "ax.set_title(\"Cumulative funding for open source relative to venture capital (selected sources only)\", loc='left', fontsize=fontsize+2)\n", + "plt.savefig(\"oss_funding.png\", bbox_inches=\"tight\")" + ] + } + ], + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/figs/data/oss_funding/oss_funding.png b/figs/data/oss_funding/oss_funding.png new file mode 100644 index 0000000000000000000000000000000000000000..005f8825c7e68db1ddc3abf972b92f8480efff39 GIT binary patch literal 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