From 02b8c05fe9a8db07fdbef367658a3f846e06fea7 Mon Sep 17 00:00:00 2001 From: Donne Martin Date: Sun, 15 Mar 2015 06:32:55 -0400 Subject: [PATCH] Fixed range of embarked histogram, as it was not showing the NaN value. Added title and axes labels for passenger gender charts. --- kaggle/titanic.ipynb | 28 +++++++++++++++++----------- 1 file changed, 17 insertions(+), 11 deletions(-) diff --git a/kaggle/titanic.ipynb b/kaggle/titanic.ipynb index ebd23a4..16a9f4a 100644 --- a/kaggle/titanic.ipynb +++ b/kaggle/titanic.ipynb @@ -1,7 +1,7 @@ { "metadata": { "name": "", - "signature": "sha256:20b265da0620a7d77c9de6631578cc40781ad55cf777b681b0703ae50c20c05f" + "signature": "sha256:d0393f5f9c3ce6db69d1fc957f77fb6df9f46bdf8eeb1830a9f188948fc11f44" }, "nbformat": 3, "nbformat_minor": 0, @@ -1462,7 +1462,10 @@ "cell_type": "code", "collapsed": false, "input": [ - "df['Embarked_Val'].hist(bins=len(embarked_locations))\n", + "df['Embarked_Val'].hist(bins=len(embarked_locations), range=(0, 3))\n", + "plt.title('Port of Embarkation Histogram')\n", + "plt.xlabel('Port of Embarkation')\n", + "plt.ylabel('Count')\n", "plt.show()" ], "language": "python", @@ -1471,13 +1474,13 @@ { "metadata": {}, "output_type": "display_data", - "png": 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J9GHUdwDS3PnZ0odR3wGoJQs0SZKkgbEHTeuafSJqzx40tedni9qzB02SJGld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\n", "text": [ - "" + "" ] } ], - "prompt_number": 24 + "prompt_number": 49 }, { "cell_type": "markdown", @@ -1628,7 +1631,10 @@ "input": [ "embarked_val_xt = pd.crosstab(df['Embarked_Val'], df['Survived'])\n", "embarked_val_xt_pct = embarked_val_xt.div(embarked_val_xt.sum(1).astype(float), axis=0)\n", - "embarked_val_xt_pct.plot(kind='bar', stacked=True)" + "embarked_val_xt_pct.plot(kind='bar', stacked=True)\n", + "plt.title('Survival Rate by Port of Embarkation')\n", + "plt.xlabel('Port of Embarkation')\n", + "plt.ylabel('Survival Rate')" ], "language": "python", "metadata": {}, @@ -1636,21 +1642,21 @@ { "metadata": {}, "output_type": "pyout", - "prompt_number": 28, + "prompt_number": 51, "text": [ - "" + "" ] }, { "metadata": {}, "output_type": "display_data", - "png": 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