diff --git a/B_Kpi_tasks.ipynb b/B_Kpi_tasks.ipynb index 44498ed..423d621 100644 --- a/B_Kpi_tasks.ipynb +++ b/B_Kpi_tasks.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 58, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -30,7 +30,7 @@ "410" ] }, - "execution_count": 59, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -60,7 +60,7 @@ "0.9519681349578257" ] }, - "execution_count": 77, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -76,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -136,7 +136,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -169,7 +169,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -226,7 +226,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -288,7 +288,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -336,7 +336,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -363,27 +363,19 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "zmag= 5196.312017664934\n" - ] - } - ], + "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -397,14 +389,16 @@ "plt.hist(zmag_lost, bins=500, density=True, alpha=0.5, histtype=\"bar\",color=\"darkorange\", label=\"lost\")\n", "plt.xlabel(\"$z_{mag}$ [mm]\")\n", "plt.ylabel(\"normed\")\n", - "plt.title(\"magnet kick position $z_{mag}$ calculated w fitparameters\")\n", + "plt.title(\"magnet kick position $z_{mag}$ for $K$ and $\\pi$\")\n", "plt.legend()\n", - "plt.xticks(np.arange(4800,5800,5), minor=True)\n", + "plt.xticks(np.arange(4900,5405,5), minor=True)\n", "plt.yticks(np.arange(0,0.015,0.001), minor=True)\n", - "plt.xlim(4800,5800)\n", + "plt.xlim(4900,5400)\n", "\n", "\"\"\"\n", - "wir können einen radikalen unterschied für den z_mag wert erkennen, zwischen den found and lost elektronen.\n", + "the distribution for lost K and pi has a peak at around the same zmag value as found but its less compact and seems chaotic outside the range of the peak.\n", + "the distribution for found particles appears compact around the peak.\n", + "\n", "\"\"\"\n", "\n", "plt.show()" diff --git a/B_tasks.ipynb b/B_tasks.ipynb index c3995e2..0b39c1c 100644 --- a/B_tasks.ipynb +++ b/B_tasks.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 40, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -49,7 +49,7 @@ "0.8606728758791105" ] }, - "execution_count": 42, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -72,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -81,7 +81,7 @@ "0.96875" ] }, - "execution_count": 43, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -101,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -110,7 +110,7 @@ "0.8603431839847474" ] }, - "execution_count": 44, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -133,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -154,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -193,7 +193,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -222,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -253,7 +253,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -262,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -307,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -365,7 +365,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -401,7 +401,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -410,7 +410,7 @@ "-4.6785491318157854e-07" ] }, - "execution_count": 53, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -421,7 +421,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -469,7 +469,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -496,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -530,148 +530,122 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'all_endvtx_types_length': 12,\n", + "{'all_endvtx_types_length': 9,\n", " 'all_endvtx_types': [101.0,\n", " 101.0,\n", " 101.0,\n", " 101.0,\n", - " 104.0,\n", " 101.0,\n", " 101.0,\n", " 101.0,\n", " 101.0,\n", - " 101.0,\n", - 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"execution_count": 25, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "\n" + "same = found[found[\"event_count\"]==4]\n", + "same[1].tolist()\n" ] }, {