From cdb7960a22aec528b0b1a217c570518541b69840 Mon Sep 17 00:00:00 2001 From: Ryan Torres Date: Thu, 2 Apr 2020 03:09:46 +0000 Subject: [PATCH] Fixed Labels --- CompMech03-IVPs_project.ipynb | 22 +++++++++++----------- Untitled.ipynb | 6 ++++++ 2 files changed, 17 insertions(+), 11 deletions(-) create mode 100644 Untitled.ipynb diff --git a/CompMech03-IVPs_project.ipynb b/CompMech03-IVPs_project.ipynb index 1c4e8d8..0a05725 100644 --- a/CompMech03-IVPs_project.ipynb +++ b/CompMech03-IVPs_project.ipynb @@ -215,12 +215,12 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 46, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -238,8 +238,8 @@ "plt.plot(d_m, v_f, '--', label = 'Tsiokolvskys Equation')\n", "\n", "#Labels/Legend\n", - "plt.xlabel('Velocity (m/s)')\n", - "plt.ylabel('Mf/Mo')\n", + "plt.xlabel('Mf/Mo')\n", + "plt.ylabel('Velocity (m/s)')\n", "plt.title('Convergence of Implicit/Explicit Methods to Tsiolkovsky Equation \\n')\n", "plt.grid()\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5));" @@ -339,12 +339,12 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 48, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -362,8 +362,8 @@ "plt.plot(d_m, v_f, '-', label = 'Tsiokolvskys Equation')\n", "\n", "#Labels/Legend\n", - "plt.xlabel('Velocity (m/s)')\n", - "plt.ylabel('Mf/Mo')\n", + "plt.xlabel('Mf/Mo')\n", + "plt.ylabel('Velocity (m/s)')\n", "plt.title('Convergence of Implicit/Explicit Methods to Tsiolkovsky Equation \\n')\n", "plt.grid()\n", "plt.legend(loc='center left', bbox_to_anchor=(1, 0.5));" @@ -400,7 +400,7 @@ "plt.plot(t[0:-1], num_heun[:,0], label = 'Simple Rocket')\n", "plt.plot(t[0:-1], num_heun_rocket[:,0], label = 'Rocket')\n", "\n", - "#Labels/Legends\n", + "#Labels/Legend\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Height (m)')\n", "plt.title('Simple Rocket Height vs. Rocket Height \\n')\n", @@ -665,7 +665,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 49, "metadata": {}, "outputs": [ { @@ -686,7 +686,7 @@ "plt.plot(t1, predicted_height)\n", "plt.plot(t1[-1], predicted_height[-1], '*', label = 'Point of Detonation')\n", "\n", - "#Legends/Labels\n", + "#Labels/Legend\n", "plt.title('Height vs. Time of Rocket \\n')\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Height (m)')\n", diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +}