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April 23, 2026 08:14
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S&P 500 Total Return vs Gold, 2003-present — linear + log panels; reproduces Luke Gromen's chart via Yahoo + LBMA
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "7925033f", | |
| "metadata": {}, | |
| "source": [ | |
| "# S&P 500 Total Return vs Gold, 2003–present\n", | |
| "\n", | |
| "Reproduces a TradingView chart shared by [Luke Gromen on X, 2026-04-18](https://x.com/LukeGromen/status/2045523604930961911) — the S&P 500 Total Return index alongside the SPXTR/GOLD ratio — and adds a companion log-scale panel showing growth of $1 for SPXTR, gold, and the ratio. Log scale is the standard treatment for long-horizon compounded returns; a short explainer follows the chart.\n", | |
| "\n", | |
| "**Requires:** Python ≥ 3.11, `yfinance`, `pandas`, `matplotlib`. Uncomment the install cell below if running in a fresh kernel (e.g. Colab)." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "4af90391", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "# %pip install yfinance pandas matplotlib # uncomment in a fresh kernel\n", | |
| "from pathlib import Path\n", | |
| "\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "import pandas as pd\n", | |
| "import yfinance as yf\n", | |
| "from pandas.tseries.offsets import MonthEnd\n", | |
| "\n", | |
| "START = \"2003-01-01\"\n", | |
| "TICKERS = {\"spxtr\": \"^SP500TR\"}\n", | |
| "# LBMA monthly gold AM fix (USD/oz), mirrored by datahub.io / datasets repo on GitHub.\n", | |
| "# Used instead of Yahoo's GC=F futures to avoid 23 years of front-month roll drift.\n", | |
| "GOLD_URL = \"https://raw.githubusercontent.com/datasets/gold-prices/master/data/monthly.csv\"\n", | |
| "\n", | |
| "COLOR_SPXTR = \"#1f77b4\"\n", | |
| "COLOR_GOLD = \"#daa520\"\n", | |
| "COLOR_RATIO = \"#d62728\"\n", | |
| "\n", | |
| "\n", | |
| "def fetch_lbma_gold() -> pd.Series:\n", | |
| " \"\"\"Monthly LBMA gold AM fix (USD/oz) from the public datahub.io mirror.\"\"\"\n", | |
| " df = pd.read_csv(GOLD_URL)\n", | |
| " df[\"Date\"] = pd.to_datetime(df[\"Date\"]) + MonthEnd(0)\n", | |
| " s = df.set_index(\"Date\").sort_index()[\"Price\"]\n", | |
| " return pd.to_numeric(s, errors=\"coerce\").dropna().loc[START:]\n", | |
| "\n", | |
| "\n", | |
| "def fetch_monthly_close() -> pd.DataFrame:\n", | |
| " \"\"\"Combine SPXTR (Yahoo) and spot gold (LBMA) on aligned month-end bars.\"\"\"\n", | |
| " frames: dict[str, pd.Series] = {}\n", | |
| " for name, ticker in TICKERS.items():\n", | |
| " df = yf.download(\n", | |
| " ticker, start=START, interval=\"1mo\", progress=False, auto_adjust=False\n", | |
| " )\n", | |
| " close = df[\"Close\"]\n", | |
| " if isinstance(close, pd.DataFrame):\n", | |
| " close = close.iloc[:, 0]\n", | |
| " close.index = pd.to_datetime(close.index) + MonthEnd(0)\n", | |
| " frames[name] = close\n", | |
| " frames[\"gold\"] = fetch_lbma_gold()\n", | |
| " return pd.concat(frames, axis=1).dropna()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "6af1b282", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Monthly observations through 2026-03\n", | |
| " SPXTR: +1085.59% growth $11.86\n", | |
| " Gold: growth $13.61\n", | |
| " SPXTR/GOLD: -12.86% growth $0.87\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "raw = fetch_monthly_close()\n", | |
| "growth = raw.divide(raw.iloc[0])\n", | |
| "growth[\"ratio\"] = growth[\"spxtr\"] / growth[\"gold\"]\n", | |
| "\n", | |
| "through_month = growth.index[-1].strftime(\"%Y-%m\")\n", | |
| "last = growth.iloc[-1]\n", | |
| "spxtr_pct = (last[\"spxtr\"] - 1) * 100\n", | |
| "ratio_pct = (last[\"ratio\"] - 1) * 100\n", | |
| "\n", | |
| "print(f\"Monthly observations through {through_month}\")\n", | |
| "print(f\" SPXTR: {spxtr_pct:+8.2f}% growth ${last['spxtr']:.2f}\")\n", | |
| "print(f\" Gold: growth ${last['gold']:.2f}\")\n", | |
| "print(f\" SPXTR/GOLD: {ratio_pct:+8.2f}% growth ${last['ratio']:.2f}\")\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "34b559dd", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
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| |
| "text/plain": [ | |
| "<Figure size 1100x900 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig, (ax_top, ax_bot) = plt.subplots(\n", | |
| " 2, 1, figsize=(11, 9), sharex=True, gridspec_kw={\"hspace\": 0.18}\n", | |
| ")\n", | |
| "\n", | |
| "top_spxtr = (growth[\"spxtr\"] - 1) * 100\n", | |
| "top_ratio = (growth[\"ratio\"] - 1) * 100\n", | |
| "ax_top.plot(top_spxtr.index, top_spxtr.values, color=COLOR_SPXTR, lw=1.6, label=\"S&P 500 Total Return\")\n", | |
| "ax_top.plot(top_ratio.index, top_ratio.values, color=COLOR_RATIO, lw=1.6, label=\"SPXTR / GOLD\")\n", | |
| "ax_top.axhline(0, color=\"#888\", lw=0.8)\n", | |
| "ax_top.set_ylabel(\"% change from start\")\n", | |
| "ax_top.set_title(\"Linear scale (TradingView-style)\", loc=\"left\", fontsize=11)\n", | |
| "ax_top.legend(loc=\"upper left\", frameon=False)\n", | |
| "ax_top.grid(True, alpha=0.3)\n", | |
| "ax_top.annotate(f\"{spxtr_pct:+.2f}%\", xy=(top_spxtr.index[-1], top_spxtr.iloc[-1]),\n", | |
| " xytext=(6, 0), textcoords=\"offset points\", va=\"center\", color=COLOR_SPXTR, fontsize=9)\n", | |
| "ax_top.annotate(f\"{ratio_pct:+.2f}%\", xy=(top_ratio.index[-1], top_ratio.iloc[-1]),\n", | |
| " xytext=(6, 0), textcoords=\"offset points\", va=\"center\", color=COLOR_RATIO, fontsize=9)\n", | |
| "\n", | |
| "ax_bot.plot(growth.index, growth[\"spxtr\"], color=COLOR_SPXTR, lw=1.6, label=\"S&P 500 Total Return\")\n", | |
| "ax_bot.plot(growth.index, growth[\"gold\"], color=COLOR_GOLD, lw=1.6, label=\"Gold (LBMA AM fix)\")\n", | |
| "ax_bot.plot(growth.index, growth[\"ratio\"], color=COLOR_RATIO, lw=1.6, label=\"SPXTR / GOLD\")\n", | |
| "ax_bot.axhline(1.0, color=\"#888\", lw=0.8)\n", | |
| "ax_bot.set_yscale(\"log\")\n", | |
| "ax_bot.set_ylabel(\"Growth of $1 (log scale)\")\n", | |
| "ax_bot.set_title(\"Log scale (growth of $1)\", loc=\"left\", fontsize=11)\n", | |
| "ax_bot.legend(loc=\"upper left\", frameon=False)\n", | |
| "ax_bot.grid(True, which=\"both\", alpha=0.3)\n", | |
| "for col, color in [(\"spxtr\", COLOR_SPXTR), (\"gold\", COLOR_GOLD), (\"ratio\", COLOR_RATIO)]:\n", | |
| " ax_bot.annotate(f\"${last[col]:.2f}\", xy=(growth.index[-1], last[col]),\n", | |
| " xytext=(6, 0), textcoords=\"offset points\", va=\"center\", color=color, fontsize=9)\n", | |
| "\n", | |
| "fig.suptitle(\n", | |
| " \"S&P 500 Total Return vs Gold — 2003 to present\\n\"\n", | |
| " f\"Monthly observations, rebased to $1, through {through_month}\",\n", | |
| " fontsize=12,\n", | |
| ")\n", | |
| "fig.text(0.5, 0.02,\n", | |
| " \"Sources: Yahoo Finance (^SP500TR) and LBMA AM fix via datahub.io mirror.\",\n", | |
| " ha=\"center\", va=\"bottom\", fontsize=9, color=\"#555\")\n", | |
| "fig.subplots_adjust(top=0.88, bottom=0.12, hspace=0.18)\n", | |
| "plt.show()\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "73ef9589", | |
| "metadata": {}, | |
| "source": [ | |
| "## Why log scale?\n", | |
| "\n", | |
| "A linear axis spaces equal *dollar* differences equally. So a 10% wobble looks tiny when the line is near $1 and huge when it's near $12 — same return, wildly different visual weight, purely because of where on the chart it happens. A log axis spaces equal *ratios* equally, which is the unit that actually matters for compounded returns: a doubling looks the same anywhere on the chart.\n", | |
| "\n", | |
| "Two concrete payoffs on this chart:\n", | |
| "\n", | |
| "- **The 2008–09 crash.** On the linear panel, SPXTR halving from ~$2 to ~$1 is a barely-visible notch near the baseline; on the log panel it's an honest ~50% drop.\n", | |
| "- **Straight line = constant growth rate.** Deviations from straight signal periods of faster or slower compounding — the exact thing you want visible when comparing two assets over two decades." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "6a292283", | |
| "metadata": {}, | |
| "source": [ | |
| "## Data notes\n", | |
| "\n", | |
| "- **S&P 500 Total Return:** `^SP500TR` via Yahoo Finance — canonical dividends-reinvested index.\n", | |
| "- **Gold:** LBMA monthly AM fix (USD/oz), mirrored as a CSV in the [`datasets/gold-prices`](https://github.com/datasets/gold-prices) GitHub repo.\n", | |
| "- **Range:** 2003-01-01 through the last published LBMA month, aligned with SPXTR on month-end labels.\n", | |
| "\n", | |
| "Why LBMA via a GitHub mirror? FRED deprecated `GOLDAMGBD228NLBM`, Yahoo's spot symbol `XAUUSD=X` was retired, and `GLD`/`IAU` ETFs only start in late 2004/early 2005. The LBMA AM fix is the authoritative London spot reference; the datahub.io mirror delivers its historical values without an API key or account. The trade-off: the mirror is volunteer-maintained, so data can be ~a month stale and could go offline.\n", | |
| "\n", | |
| "LBMA monthly cadence means the chart is labeled through the latest published month, not a precise daily close. Against Gromen's 2026-04-18 reference (SPXTR/GOLD = −17.53%), the reproduction lands roughly within 5 percentage points; the residual gap is mostly the missing month." | |
| ] | |
| } | |
| ], | |
| "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": "3.11" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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