{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2018-10-04T20:05:22.459917Z", "start_time": "2018-10-04T20:05:19.828915Z" }, "scrolled": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/vnd.plotly.v1+html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%run retropy.ipynb" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2018-10-04T20:06:18.400119Z", "start_time": "2018-10-04T20:06:18.290649Z" } }, "outputs": [], "source": [ "dv = get('MULTPL/SP500_DIV_MONTH@Q', interpolate=False)\n", "pr = get('MULTPL/SP500_INFLADJ_MONTH@Q', interpolate=False)\n", "\n", "dv = dv.resample(\"MS\").sum() / 12 * 0.75 # sync dates to start of month, and normalize divs to monthly not yearly, and reduce div taxes\n", "dv = dv.reindex(pr.index).fillna(method=\"ffill\") # fill few last missing months\n", "tr = get_TR_from_PR_and_divs(pr, dv).dropna()\n", "#tr = pr" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2018-10-04T20:33:27.746367Z", "start_time": "2018-10-04T20:33:26.648348Z" }, "scrolled": false }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "connectgaps": false, "mode": "lines", "name": "MULTPL/SP500_INFLADJ_MONTH@Q TR * ", "text": "MULTPL/SP500_INFLADJ_MONTH@Q TR * ", "textposition": "middle right", "type": "scatter", "uid": "bf359d62-c814-11e8-89c5-186590ddd25f", "x": [ "1876-01-01", "1876-02-01", "1876-03-01", "1876-04-01", "1876-05-01", "1876-06-01", "1876-07-01", "1876-08-01", "1876-09-01", "1876-10-01", "1876-11-01", "1876-12-01", "1877-01-01", "1877-02-01", "1877-03-01", "1877-04-01", "1877-05-01", "1877-06-01", "1877-07-01", "1877-08-01", "1877-09-01", "1877-10-01", "1877-11-01", "1877-12-01", "1878-01-01", 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"sans-serif", "size": 12 }, "orientation": "h", "traceorder": "normal", "x": 0, "y": -0.06, "yanchor": "top" }, "margin": { "b": 30, "l": 30, "pad": 0, "r": 30, "t": 30 }, "shapes": [ { "line": { "color": "red", "width": 1 }, "opacity": 1, "type": "line", "x0": 0, "x1": 1, "xref": "paper", "y0": 0, "y1": 0 }, { "line": { "color": "red", "width": 1 }, "opacity": 1, "type": "line", "x0": 0, "x1": 1, "xref": "paper", "y0": 5.40393991736935, "y1": 5.40393991736935 } ], "showlegend": true, "title": "30-year rolling real NTR S&P500 return", "xaxis": { "rangemode": "normal" }, "yaxis": { "autorange": true, "rangemode": "normal" } } }, "text/html": [ "
" ], "text/vnd.plotly.v1+html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def _mcagr(s, years):\n", " return (np.power(s / s.shift(12*years), 1/years)-1)*100\n", "\n", "def show_rolling(years):\n", " rol = _mcagr(tr, years).dropna()\n", " med = np.median(rol)\n", " show(0, rol, (med, f\"{med:.2f}%\"), ta=False, log=False, title=f\"{years}-year rolling real NTR S&P500 return\")\n", "\n", "show_rolling(5)\n", "show_rolling(10)\n", "show_rolling(15)\n", "show_rolling(20)\n", "show_rolling(25)\n", "show_rolling(30)\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2018-10-04T20:09:52.112039Z", "start_time": "2018-10-04T20:09:51.874036Z" } }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "connectgaps": false, "mode": "lines", "name": "MULTPL/SP500_INFLADJ_MONTH@Q TR * ", "text": "MULTPL/SP500_INFLADJ_MONTH@Q TR * ", "textposition": "middle right", "type": "scatter", "uid": "73ee2dac-c811-11e8-8e6f-186590ddd25f", "x": [ 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "show(tr, title=\"real NTR S&P500 return\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "ExecuteTime": { "start_time": "2018-10-04T20:33:37.475Z" } }, "outputs": [ { "data": { "application/javascript": [ "IPython.notebook.save_checkpoint();" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Publishing Shiller SP500 data.ipynb ..\n" ] } ], "source": [ "# be sure to save before publish\n", "publish()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:retropy]", "language": "python", "name": "conda-env-retropy-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.6" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }