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November 15, 2021 23:56
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Titanic Changes
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "source": [ | |
| "# Titanic Data Analysis\n", | |
| "## Goal of Analysis: Use machine learning algorithms to get best accuracy of predictions for who survived the sinking of the Titanic given the attributes in the dataset. \n", | |
| "\n", | |
| "Some change" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 35, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "#Imports \n", | |
| "import pandas as pd\n", | |
| "import numpy as np\n", | |
| "import pandas_profiling\n", | |
| "from sklearn.model_selection import train_test_split \n", | |
| "from sklearn import preprocessing\n", | |
| "from sklearn.naive_bayes import GaussianNB\n", | |
| "from sklearn.metrics import accuracy_score\n", | |
| "from sklearn.tree import DecisionTreeClassifier \n", | |
| "from sklearn.metrics import accuracy_score\n", | |
| "from sklearn.metrics import confusion_matrix\n", | |
| "from sklearn import metrics\n", | |
| "import random\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "from IPython.display import Image \n", | |
| "from sklearn.tree import export_graphviz\n", | |
| "import pydotplus\n", | |
| "from sklearn import preprocessing\n", | |
| "from io import StringIO\n", | |
| "from sklearn.ensemble import RandomForestClassifier\n", | |
| "from sklearn.preprocessing import StandardScaler\n", | |
| "from sklearn.model_selection import GridSearchCV\n", | |
| "from keras.wrappers.scikit_learn import KerasClassifier\n", | |
| "from keras.models import Sequential\n", | |
| "from keras.layers import Dense, Activation, Dropout\n", | |
| "from numpy.random import seed" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Data Analysis" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 36, | |
| "metadata": { | |
| "tags": [] | |
| }, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "<class 'pandas.core.frame.DataFrame'>\n", | |
| "RangeIndex: 1309 entries, 0 to 1308\n", | |
| "Data columns (total 11 columns):\n", | |
| " # Column Non-Null Count Dtype \n", | |
| "--- ------ -------------- ----- \n", | |
| " 0 Pclass 1309 non-null int64 \n", | |
| " 1 Name 1309 non-null object \n", | |
| " 2 Sex 1309 non-null object \n", | |
| " 3 Age 1046 non-null float64\n", | |
| " 4 SibSp 1309 non-null int64 \n", | |
| " 5 Parch 1309 non-null int64 \n", | |
| " 6 Ticket 1309 non-null object \n", | |
| " 7 Fare 1308 non-null float64\n", | |
| " 8 Cabin 295 non-null object \n", | |
| " 9 Embarked 1307 non-null object \n", | |
| " 10 Survived 1309 non-null int64 \n", | |
| "dtypes: float64(2), int64(4), object(5)\n", | |
| "memory usage: 112.6+ KB\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "titanic_df = pd.read_csv(\"titanic_data.csv\")\n", | |
| "titanic_df.info()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Data Exploration" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 37, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div>\n", | |
| "<style scoped>\n", | |
| " .dataframe tbody tr th:only-of-type {\n", | |
| " vertical-align: middle;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe tbody tr th {\n", | |
| " vertical-align: top;\n", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>Pclass</th>\n", | |
| " <th>Age</th>\n", | |
| " <th>SibSp</th>\n", | |
| " <th>Parch</th>\n", | |
| " <th>Fare</th>\n", | |
| " <th>Survived</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>count</th>\n", | |
| " <td>1309.000000</td>\n", | |
| " <td>1046.000000</td>\n", | |
| " <td>1309.000000</td>\n", | |
| " <td>1309.000000</td>\n", | |
| " <td>1308.000000</td>\n", | |
| " <td>1309.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>mean</th>\n", | |
| " <td>2.294882</td>\n", | |
| " <td>29.897706</td>\n", | |
| " <td>0.498854</td>\n", | |
| " <td>0.385027</td>\n", | |
| " <td>33.296261</td>\n", | |
| " <td>0.381971</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>std</th>\n", | |
| " <td>0.837836</td>\n", | |
| " <td>14.414973</td>\n", | |
| " <td>1.041658</td>\n", | |
| " <td>0.865560</td>\n", | |
| " <td>51.758691</td>\n", | |
| " <td>0.486055</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>min</th>\n", | |
| " <td>1.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>25%</th>\n", | |
| " <td>2.000000</td>\n", | |
| " <td>21.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>7.900000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>50%</th>\n", | |
| " <td>3.000000</td>\n", | |
| " <td>28.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>14.450000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>75%</th>\n", | |
| " <td>3.000000</td>\n", | |
| " <td>39.000000</td>\n", | |
| " <td>1.000000</td>\n", | |
| " <td>0.000000</td>\n", | |
| " <td>31.280000</td>\n", | |
| " <td>1.000000</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>max</th>\n", | |
| " <td>3.000000</td>\n", | |
| " <td>80.000000</td>\n", | |
| " <td>8.000000</td>\n", | |
| " <td>9.000000</td>\n", | |
| " <td>512.330000</td>\n", | |
| " <td>1.000000</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " Pclass Age SibSp Parch Fare \\\n", | |
| "count 1309.000000 1046.000000 1309.000000 1309.000000 1308.000000 \n", | |
| "mean 2.294882 29.897706 0.498854 0.385027 33.296261 \n", | |
| "std 0.837836 14.414973 1.041658 0.865560 51.758691 \n", | |
| "min 1.000000 0.000000 0.000000 0.000000 0.000000 \n", | |
| "25% 2.000000 21.000000 0.000000 0.000000 7.900000 \n", | |
| "50% 3.000000 28.000000 0.000000 0.000000 14.450000 \n", | |
| "75% 3.000000 39.000000 1.000000 0.000000 31.280000 \n", | |
| "max 3.000000 80.000000 8.000000 9.000000 512.330000 \n", | |
| "\n", | |
| " Survived \n", | |
| "count 1309.000000 \n", | |
| "mean 0.381971 \n", | |
| "std 0.486055 \n", | |
| "min 0.000000 \n", | |
| "25% 0.000000 \n", | |
| "50% 0.000000 \n", | |
| "75% 1.000000 \n", | |
| "max 1.000000 " | |
| ] | |
| }, | |
| "execution_count": 37, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "titanic_df.describe()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 38, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", | |
| "text": [ | |
| "Summarize dataset: 100%|██████████| 24/24 [00:07<00:00, 3.02it/s, Completed]\n", | |
| "Generate report structure: 100%|██████████| 1/1 [00:05<00:00, 5.29s/it]\n", | |
| "Render HTML: 100%|██████████| 1/1 [00:01<00:00, 1.10s/it]\n" | |
| ] | |
| }, | |
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GradientType=0);background-repeat:repeat-x}.well{background-image:-webkit-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-o-linear-gradient(top,#e8e8e8 0,#f5f5f5 100%);background-image:-webkit-gradient(linear,left top,left bottom,from(#e8e8e8),to(#f5f5f5));background-image:linear-gradient(to bottom,#e8e8e8 0,#f5f5f5 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#ffe8e8e8', endColorstr='#fff5f5f5', GradientType=0);background-repeat:repeat-x;border-color:#dcdcdc;-webkit-box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 3px rgba(0,0,0,.05),0 1px 0 rgba(255,255,255,.1)}\n", | |
| "/*# sourceMappingURL=bootstrap-theme.min.css.map */ </style><style>body {\n", | |
| " padding-top: 80px;\n", | |
| "}\n", | |
| ".content .container-fluid{\n", | |
| " margin-left: 20px !important;\n", | |
| " margin-right: 20px !important;\n", | |
| " margin-bottom: 20px;\n", | |
| "}\n", | |
| "\n", | |
| ".page-header{\n", | |
| " border:0 !important;\n", | |
| "}\n", | |
| "\n", | |
| ".row.variable, .section-items > .row {\n", | |
| " border: 1px solid #e1e1e8;\n", | |
| " border-top: hidden;\n", | |
| "}\n", | |
| "\n", | |
| ".row.spacing{\n", | |
| " padding: 2em 1em;\n", | |
| "}\n", | |
| "\n", | |
| ".row.header {\n", | |
| " border-bottom: 1px solid #e1e1e8;\n", | |
| " /*background-color: #f5f5f5;*/\n", | |
| " padding-left: 2em;\n", | |
| "}\n", | |
| "\n", | |
| "\n", | |
| ".dl-horizontal dt {\n", | |
| " text-align: left;\n", | |
| " padding-right: 1em;\n", | |
| " white-space: normal;\n", | |
| "}\n", | |
| "\n", | |
| ".dl-horizontal dd {\n", | |
| " margin-left: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".col-md-12 {\n", | |
| " padding-left: 2em;\n", | |
| "}\n", | |
| "\n", | |
| ".indent {\n", | |
| " margin-left: 1em;\n", | |
| "}\n", | |
| "\n", | |
| ".center-img {\n", | |
| " margin-left: auto !important;\n", | |
| " margin-right: auto !important;\n", | |
| " display: block;\n", | |
| "}\n", | |
| "\n", | |
| "/* Table example_values */\n", | |
| "table.example_values {\n", | |
| " border: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".example_values th {\n", | |
| " border: 0;\n", | |
| " padding: 0;\n", | |
| " color: #555;\n", | |
| " font-weight: 600;\n", | |
| "}\n", | |
| "\n", | |
| ".example_values tr, .example_values td {\n", | |
| " border: 0;\n", | |
| " padding: 0;\n", | |
| " color: #555;\n", | |
| "}\n", | |
| "\n", | |
| "/* STATS */\n", | |
| "table.stats, table.sample, table.duplicate{\n", | |
| " border: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".stats tr, .sample tr, .duplicate tr {\n", | |
| " border: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".stats th, .stats td{\n", | |
| " color: #555;\n", | |
| " border: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".stats th {\n", | |
| " padding: 0 2em 0 0;\n", | |
| " font-weight: 600;\n", | |
| "}\n", | |
| "\n", | |
| ".stats td {\n", | |
| " padding: 1px;\n", | |
| "}\n", | |
| "\n", | |
| "\n", | |
| "/* Sample table */\n", | |
| "table.sample, table.duplicate{\n", | |
| " margin-bottom: 2em;\n", | |
| " margin-left: 1em;\n", | |
| "}\n", | |
| "\n", | |
| ".sample td, .sample th, .duplicate td, .duplicate th {\n", | |
| " padding: 0.5em;\n", | |
| " white-space: nowrap;\n", | |
| " border: 0;\n", | |
| "\n", | |
| "}\n", | |
| "\n", | |
| ".sample thead, .duplicate thead {\n", | |
| " border-top: 0;\n", | |
| " border-bottom: 2px solid #ddd;\n", | |
| "}\n", | |
| "\n", | |
| ".sample td, .duplicate td {\n", | |
| " width: 100%;\n", | |
| "}\n", | |
| "\n", | |
| "\n", | |
| "/* There is no good solution available to make the divs equal height and then center ... */\n", | |
| ".histogram {\n", | |
| " margin-top: 3em;\n", | |
| "}\n", | |
| "\n", | |
| "/* Freq table */\n", | |
| "table.freq {\n", | |
| " margin-bottom: 2em;\n", | |
| " border: 0;\n", | |
| "}\n", | |
| "\n", | |
| "table.freq th, table.freq tr, table.freq td {\n", | |
| " border: 0;\n", | |
| " padding: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".freq thead {\n", | |
| " font-weight: 600;\n", | |
| " white-space: nowrap;\n", | |
| " overflow: hidden;\n", | |
| " text-overflow: ellipsis;\n", | |
| "\n", | |
| "}\n", | |
| "\n", | |
| "/* Freq mini */\n", | |
| ".freq.mini td {\n", | |
| " width: 50%;\n", | |
| " padding: 1px;\n", | |
| " font-size: 12px;\n", | |
| "\n", | |
| "}\n", | |
| "\n", | |
| "table.freq.mini {\n", | |
| " width: 100%;\n", | |
| "}\n", | |
| "\n", | |
| ".freq.mini th {\n", | |
| " overflow: hidden;\n", | |
| " text-overflow: ellipsis;\n", | |
| " white-space: nowrap;\n", | |
| " max-width: 5em;\n", | |
| " font-weight: 400;\n", | |
| " text-align: right;\n", | |
| " padding-right: 0.5em;\n", | |
| "}\n", | |
| "\n", | |
| "/* Message classes */\n", | |
| ".missing {\n", | |
| " color: #a94442;\n", | |
| "}\n", | |
| "\n", | |
| ".alert, .alert > th, .alert > td {\n", | |
| " color: #a94442;\n", | |
| "}\n", | |
| "\n", | |
| ".ignore {\n", | |
| " opacity: 0.4;\n", | |
| "}\n", | |
| "\n", | |
| "/* Bars in tables */\n", | |
| ".freq.table{\n", | |
| " table-layout: fixed;\n", | |
| "}\n", | |
| "\n", | |
| ".freq:not(.mini) tr td:nth-child(1), .freq:not(.mini) tr th:nth-child(1){\n", | |
| " width: auto;\n", | |
| " max-width: none;\n", | |
| "\n", | |
| " white-space: nowrap;\n", | |
| " overflow: hidden;\n", | |
| " text-overflow: ellipsis;\n", | |
| "}\n", | |
| "\n", | |
| ".freq:not(.mini) tr td:nth-child(2), .freq:not(.mini) tr td:nth-child(3), .freq:not(.mini) tr th:nth-child(2), .freq:not(.mini) tr th:nth-child(3){\n", | |
| " width: 100px;\n", | |
| " text-align: right;\n", | |
| "}\n", | |
| ".freq:not(.mini) tr td:nth-child(4), .freq:not(.mini) tr th:nth-child(4){\n", | |
| " width:200px;\n", | |
| "}\n", | |
| "\n", | |
| ".freq .bar {\n", | |
| " float: left;\n", | |
| " width: 0;\n", | |
| " height: 100%;\n", | |
| " line-height: 20px;\n", | |
| " color: #fff;\n", | |
| " text-align: center;\n", | |
| " background-color: #337ab7;\n", | |
| " border-radius: 3px;\n", | |
| " margin-right: 4px;\n", | |
| "}\n", | |
| "\n", | |
| ".other .bar {\n", | |
| " background-color: #999;\n", | |
| "}\n", | |
| "\n", | |
| ".missing .bar {\n", | |
| " background-color: #a94442;\n", | |
| "}\n", | |
| "\n", | |
| ".tooltip-inner {\n", | |
| " width: 100%;\n", | |
| " white-space: nowrap;\n", | |
| " text-align: left;\n", | |
| "}\n", | |
| "\n", | |
| ".extrapadding {\n", | |
| " padding: 2em;\n", | |
| "}\n", | |
| "\n", | |
| ".variable .h4 {\n", | |
| " text-overflow: ellipsis;\n", | |
| " display:inline-block;\n", | |
| " width: calc(90%); /* The trick is here! */\n", | |
| " overflow:hidden;\n", | |
| "}\n", | |
| "\n", | |
| ".variable.ignore .h4{\n", | |
| " text-decoration: line-through;\n", | |
| "}\n", | |
| "\n", | |
| ".table-responsive{\n", | |
| " overflow: scroll;\n", | |
| " width: 100%;\n", | |
| " overflow-y: hidden;\n", | |
| "}\n", | |
| ".img-responsive{\n", | |
| " max-width: 99%;\n", | |
| "}\n", | |
| ".footer-text{\n", | |
| " padding:20px;\n", | |
| "}\n", | |
| "\n", | |
| "table.list-warnings td{\n", | |
| " padding-right:10px;\n", | |
| "}\n", | |
| "\n", | |
| "a.anchor-pos {\n", | |
| " display: block;\n", | |
| " position: relative;\n", | |
| " top: -70px;\n", | |
| " visibility: hidden;\n", | |
| "}\n", | |
| "\n", | |
| "a.anchor-pos-variable{\n", | |
| " /*top: -70px;*/\n", | |
| "}\n", | |
| "\n", | |
| "#sample-container, #duplicate-container{\n", | |
| " overflow: auto;\n", | |
| " width: 100%;\n", | |
| " overflow-y: hidden;\n", | |
| "}\n", | |
| "\n", | |
| "#overview-content td, #overview-content th{\n", | |
| " border-top: 0;\n", | |
| " line-height: 1;\n", | |
| "}\n", | |
| "\n", | |
| ".variable-description{\n", | |
| " color: #777;\n", | |
| " font-size: 10pt;\n", | |
| " margin-top: 10px;\n", | |
| " font-style: italic;\n", | |
| "}\n", | |
| "\n", | |
| "select.multiple{\n", | |
| " width: 180px;\n", | |
| " height: 500px;\n", | |
| " margin: 10px 0;\n", | |
| "}\n", | |
| "\n", | |
| ".named-list-item{\n", | |
| " padding: 1em;\n", | |
| "}\n", | |
| "\n", | |
| "/* not printing tabs */\n", | |
| "@media print {\n", | |
| " .tab-content > .tab-pane, .collapse {\n", | |
| " display: block !important;\n", | |
| " opacity: 1 !important;\n", | |
| " visibility: visible !important;\n", | |
| " /*page-break-after: always;*/\n", | |
| " page-break-after: right;\n", | |
| " page-break-before: avoid;\n", | |
| " }\n", | |
| "\n", | |
| " .nav-pills, .nav-tabs, button[data-toggle="collapse"], .mini, .col-sm-3 img {\n", | |
| " display:none !important;\n", | |
| " }\n", | |
| "\n", | |
| " a[download="config.yml"]:after {\n", | |
| " content: none !important;\n", | |
| " }\n", | |
| "\n", | |
| " .row {\n", | |
| " border: 0 !important;\n", | |
| " }\n", | |
| "}\n", | |
| "\n", | |
| ".text-placeholder {\n", | |
| " display: inline-block;\n", | |
| " background-color: #444;\n", | |
| " height: 12px;\n", | |
| " border-radius: 100px;\n", | |
| " margin: 5px 0;\n", | |
| " min-width: 200px;\n", | |
| " opacity: .1;\n", | |
| "}</style></head><body><a class=anchor-pos id=top></a><nav class="navbar navbar-default navbar-fixed-top"><div class=container-fluid><div class=navbar-header><button type=button class="navbar-toggle collapsed" data-toggle=collapse data-target=#navbar aria-expanded=false aria-controls=navbar><span class=sr-only>Toggle navigation</span><span class=icon-bar></span><span class=icon-bar></span><span class=icon-bar></span></button><a class="navbar-brand anchor" href=#top>Pandas Profiling Report</a></div><div id=navbar class="navbar-collapse collapse"><ul class="nav navbar-nav navbar-right"><li><a class=anchor href=#overview>Overview</a></li><li><a class=anchor href=#variables>Variables</a></li><li><a class=anchor href=#interactions>Interactions</a></li><li><a class=anchor href=#correlations>Correlations</a></li><li><a class=anchor href=#missing>Missing values</a></li><li><a class=anchor href=#sample>Sample</a></li></ul></div></div></nav><div class=content><div class=container><div class="row header"><a class=anchor-pos id=overview></a><h1 class=page-header>Overview</h1></div><div class=section-items><div class="row spacing"><ul class="nav nav-pills" role=tablist><li role=presentation class=active><a href=#overview-dataset_overview aria-controls=overview-dataset_overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#overview-warnings aria-controls=overview-warnings role=tab data-toggle=tab>Warnings <span class=badge>27</span></a></li><li role=presentation><a href=#overview-reproduction aria-controls=overview-reproduction role=tab data-toggle=tab>Reproduction</a></li></ul><div class=tab-content style="padding-top: 10px;"><div role=tabpanel class="tab-pane col-sm-12 active" id=overview-dataset_overview><div class=col-sm-6><p class=h4>Dataset statistics</p><table class="table table-condensed stats"><tbody><tr><th>Number of variables</th><td>11</td></tr><tr><th>Number of observations</th><td>1309</td></tr><tr><th>Missing cells</th><td>1280</td></tr><tr><th>Missing cells (%)</th><td>8.9%</td></tr><tr><th>Duplicate rows</th><td>0</td></tr><tr><th>Duplicate rows (%)</th><td>0.0%</td></tr><tr><th>Total size in memory</th><td>112.6 KiB</td></tr><tr><th>Average record size in memory</th><td>88.1 B</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Variable types</p><table class="table table-condensed stats"><tbody><tr><th>Categorical</th><td>7</td></tr><tr><th>Numeric</th><td>4</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-warnings><table class="table table-condensed list-warnings"><p class=h4>Warnings</p><tr style=border-top:0><td><a class=anchor href=#pp_var_-1276153525278502340><code>Name</code></a> has a high cardinality: 1307 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-7501723419757396541><code>Ticket</code></a> has a high cardinality: 929 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-3539840473575887385><code>Cabin</code></a> has a high cardinality: 186 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-8663163945155377422><code>Pclass</code></a> is highly correlated with <code>Fare</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8851767276089965644><code>Fare</code></a> is highly correlated with <code>Pclass</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8663163945155377422><code>Pclass</code></a> is highly correlated with <code>Fare</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8851767276089965644><code>Fare</code></a> is highly correlated with <code>Pclass</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8663163945155377422><code>Pclass</code></a> is highly correlated with <code>SibSp</code> and <abbr title="SibSp, Parch, Survived">2 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_8181256235074731204><code>Age</code></a> is highly correlated with <code>SibSp</code> and <abbr title="SibSp, Parch, Survived">2 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_4213468645413907098><code>SibSp</code></a> is highly correlated with <code>Pclass</code> and <abbr title="Pclass, Age">1 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-577434093074518742><code>Parch</code></a> is highly correlated with <code>Pclass</code> and <abbr title="Pclass, Age">1 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_1744995237285011741><code>Survived</code></a> is highly correlated with <code>Pclass</code> and <abbr title="Pclass, Age">1 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_312269295689398529><code>Sex</code></a> is highly correlated with <code>Survived</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_1744995237285011741><code>Survived</code></a> is highly correlated with <code>Sex</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8663163945155377422><code>Pclass</code></a> is highly correlated with <code>Fare</code> and <abbr title="Fare, Embarked">1 other fields</abbr></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_-8851767276089965644><code>Fare</code></a> is highly correlated with <code>Pclass</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_3564229900655673117><code>Embarked</code></a> is highly correlated with <code>Pclass</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_312269295689398529><code>Sex</code></a> is highly correlated with <code>Survived</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_1744995237285011741><code>Survived</code></a> is highly correlated with <code>Sex</code></td><td><span class="label label-default">High correlation</span></td></tr><tr><td><a class=anchor href=#pp_var_8181256235074731204><code>Age</code></a> has 263 (20.1%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-3539840473575887385><code>Cabin</code></a> has 1014 (77.5%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-1276153525278502340><code>Name</code></a> is uniformly distributed </td><td><span class="label label-primary">Uniform</span></td></tr><tr><td><a class=anchor href=#pp_var_-7501723419757396541><code>Ticket</code></a> is uniformly distributed </td><td><span class="label label-primary">Uniform</span></td></tr><tr><td><a class=anchor href=#pp_var_-3539840473575887385><code>Cabin</code></a> is uniformly distributed </td><td><span class="label label-primary">Uniform</span></td></tr><tr><td><a class=anchor href=#pp_var_4213468645413907098><code>SibSp</code></a> has 891 (68.1%) zeros </td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a class=anchor href=#pp_var_-577434093074518742><code>Parch</code></a> has 1002 (76.5%) zeros </td><td><span class="label label-info">Zeros</span></td></tr><tr><td><a class=anchor href=#pp_var_-8851767276089965644><code>Fare</code></a> has 17 (1.3%) zeros </td><td><span class="label label-info">Zeros</span></td></tr></table></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-reproduction><div class=col-sm-12><p class=h4>Reproduction</p><table class="table table-condensed stats"><tbody><tr><th>Analysis started</th><td>2021-10-31 21:54:40.176271</td></tr><tr><th>Analysis finished</th><td>2021-10-31 21:54:48.113782</td></tr><tr><th>Duration</th><td>7.94 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v3.0.0</a></td></tr><tr><th>Download configuration</th><td><a download=config.json 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class="row header"><a class=anchor-pos id=variables></a><h1 class=page-header>Variables</h1></div><div class=section-items><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-8663163945155377422></a><div class=variable><div class=col-sm-3><p class=h4 title=Pclass><a href=#pp_var_-8663163945155377422>Pclass</a><br><small>Categorical</small></p><code><abbr title="This variable has a high correlation with 1 fields: Fare">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Fare">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 3 fields: SibSp, Parch, Survived">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 2 fields: Fare, Embarked">HIGH CORRELATION</abbr></code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>3</td></tr><tr><th>Distinct (%)</th><td>0.2%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> 3 </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 709&nbsp; </div></td></tr><tr class><th width=50%> 1 </th><td width=50%><div class=bar style=width:45.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 323&nbsp; </div></td></tr><tr class><th width=50%> 2 </th><td width=50%><div class=bar style=width:39.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 277&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--8663163945155377422, #minifreqtable-8663163945155377422" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--8663163945155377422 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8663163945155377422bottom--8663163945155377422overview aria-controls=-8663163945155377422bottom--8663163945155377422overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-8663163945155377422bottom--8663163945155377422string aria-controls=-8663163945155377422bottom--8663163945155377422string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-8663163945155377422bottom--8663163945155377422word aria-controls=-8663163945155377422bottom--8663163945155377422word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-8663163945155377422bottom--8663163945155377422characters aria-controls=-8663163945155377422bottom--8663163945155377422characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8663163945155377422bottom--8663163945155377422overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>1</td></tr><tr><th>Median length</th><td>1</td></tr><tr><th>Mean length</th><td>1</td></tr><tr><th>Min length</th><td>1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>1309</td></tr><tr><th>Distinct characters</th><td>3</td></tr><tr><th>Distinct categories</th><td>1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>1</td></tr><tr><th>2nd row</th><td>1</td></tr><tr><th>3rd row</th><td>1</td></tr><tr><th>4th row</th><td>1</td></tr><tr><th>5th row</th><td>1</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8663163945155377422bottom--8663163945155377422string><div class=row><div class=col-sm-4><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>709</td><td><div class=bar style=width:100.0%> 54.2% 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</div> 21.2% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8663163945155377422unicode--8663163945155377422categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>1309</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>709</td><td><div class=bar style=width:100.0%> 54.2% </div></td></tr><tr class><td title=1>1</td><td>323</td><td><div class=bar style=width:45.6%> 24.7% </div></td></tr><tr class><td title=2>2</td><td>277</td><td><div class=bar style=width:39.1%> &nbsp; </div> 21.2% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8663163945155377422unicode--8663163945155377422scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common>Common</td><td>1309</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>709</td><td><div class=bar style=width:100.0%> 54.2% </div></td></tr><tr class><td title=1>1</td><td>323</td><td><div class=bar style=width:45.6%> 24.7% </div></td></tr><tr class><td title=2>2</td><td>277</td><td><div class=bar style=width:39.1%> &nbsp; </div> 21.2% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8663163945155377422unicode--8663163945155377422blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>1309</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>709</td><td><div class=bar style=width:100.0%> 54.2% </div></td></tr><tr class><td title=1>1</td><td>323</td><td><div class=bar style=width:45.6%> 24.7% </div></td></tr><tr class><td title=2>2</td><td>277</td><td><div class=bar style=width:39.1%> &nbsp; </div> 21.2% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-1276153525278502340></a><div class=variable><div class=col-sm-3><p class=h4 title=Name><a href=#pp_var_-1276153525278502340>Name</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>UNIFORM</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>1307</td></tr><tr><th>Distinct (%)</th><td>99.8%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> Connolly, Miss. Kate </th><td width=50%><div class=bar style=width:0.2% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> Kelly, Mr. James </th><td width=50%><div class=bar style=width:0.2% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> Allen, Miss. Elisabeth Walton </th><td width=50%><div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> Ilmakangas, Miss. Ida Livija </th><td width=50%><div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> Ilieff, Mr. Ylio </th><td width=50%><div class=bar style=width:0.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class=other><th width=50%> Other values (1302) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1302&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--1276153525278502340, #minifreqtable-1276153525278502340" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--1276153525278502340 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1276153525278502340bottom--1276153525278502340overview aria-controls=-1276153525278502340bottom--1276153525278502340overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-1276153525278502340bottom--1276153525278502340string aria-controls=-1276153525278502340bottom--1276153525278502340string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-1276153525278502340bottom--1276153525278502340word aria-controls=-1276153525278502340bottom--1276153525278502340word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-1276153525278502340bottom--1276153525278502340characters aria-controls=-1276153525278502340bottom--1276153525278502340characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1276153525278502340bottom--1276153525278502340overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>82</td></tr><tr><th>Median length</th><td>25</td></tr><tr><th>Mean length</th><td>27.13063407</td></tr><tr><th>Min length</th><td>12</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>35514</td></tr><tr><th>Distinct characters</th><td>60</td></tr><tr><th>Distinct categories</th><td>7 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>1305 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>99.7%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Allen, Miss. Elisabeth Walton</td></tr><tr><th>2nd row</th><td>Allison, Master. Hudson Trevor</td></tr><tr><th>3rd row</th><td>Allison, Miss. Helen Loraine</td></tr><tr><th>4th row</th><td>Allison, Mr. Hudson Joshua Creighton</td></tr><tr><th>5th row</th><td>Allison, Mrs. Hudson J C (Bessie Waldo Daniels)</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340bottom--1276153525278502340string><div class=row><div class=col-sm-6><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Connolly, Miss. Kate">Connolly, Miss. Kate</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title="Kelly, Mr. James">Kelly, Mr. James</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title="Allen, Miss. Elisabeth Walton">Allen, Miss. Elisabeth Walton</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Ilmakangas, Miss. Ida Livija">Ilmakangas, Miss. Ida Livija</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Ilieff, Mr. Ylio">Ilieff, Mr. Ylio</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Ibrahim Shawah, Mr. Yousseff">Ibrahim Shawah, Mr. Yousseff</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Hyman, Mr. Abraham">Hyman, Mr. Abraham</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Humblen, Mr. Adolf Mathias Nicolai Olsen">Humblen, Mr. Adolf Mathias Nicolai Olsen</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Howard, Miss. May Elizabeth">Howard, Miss. May Elizabeth</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class><td title="Horgan, Mr. John">Horgan, Mr. John</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr><tr class=other><td title="Other values (1297)">Other values (1297)</td><td>1297</td><td><div class=bar style=width:100.0%> 99.1% </div></td></tr></tbody></table></div><div class=col-sm-6><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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| ""/></g></g></g><defs><clippath id=p70d4471ea9><rect height=241.581088 width=369.025 x=52.175 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340bottom--1276153525278502340word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=mr>mr</td><td>763</td><td><div class=bar style=width:20.4%> &nbsp; </div> 14.3% </td></tr><tr class><td title=miss>miss</td><td>260</td><td><div class=bar style=width:6.9%> &nbsp; </div> 4.9% </td></tr><tr class><td title=mrs>mrs</td><td>201</td><td><div class=bar style=width:5.4%> &nbsp; </div> 3.8% </td></tr><tr class><td title=william>william</td><td>87</td><td><div class=bar style=width:2.3%> &nbsp; </div> 1.6% </td></tr><tr class><td title=john>john</td><td>72</td><td><div class=bar style=width:1.9%> &nbsp; </div> 1.3% </td></tr><tr class><td title=master>master</td><td>61</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.1% </td></tr><tr class><td title=henry>henry</td><td>49</td><td><div class=bar style=width:1.3%> &nbsp; </div> 0.9% </td></tr><tr class><td title=charles>charles</td><td>39</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class><td title=james>james</td><td>38</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class><td title=george>george</td><td>37</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class=other><td title="Other values (1940)">Other values (1940)</td><td>3742</td><td><div class=bar style=width:100.0%> 70.0% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340bottom--1276153525278502340characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1276153525278502340unicode--1276153525278502340characters aria-controls=-1276153525278502340unicode--1276153525278502340characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-1276153525278502340unicode--1276153525278502340categories aria-controls=-1276153525278502340unicode--1276153525278502340categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-1276153525278502340unicode--1276153525278502340scripts aria-controls=-1276153525278502340unicode--1276153525278502340scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-1276153525278502340unicode--1276153525278502340blocks aria-controls=-1276153525278502340unicode--1276153525278502340blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-1276153525278502340unicode--1276153525278502340characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>4044</td><td><div class=bar style=width:30.9%> &nbsp; </div> 11.4% </td></tr><tr class><td title=r>r</td><td>2929</td><td><div class=bar style=width:22.4%> &nbsp; </div> 8.2% </td></tr><tr class><td title=e>e</td><td>2525</td><td><div class=bar style=width:19.3%> &nbsp; </div> 7.1% </td></tr><tr class><td title=a>a</td><td>2443</td><td><div class=bar style=width:18.7%> &nbsp; </div> 6.9% </td></tr><tr class><td title=i>i</td><td>1946</td><td><div class=bar style=width:14.9%> &nbsp; </div> 5.5% </td></tr><tr class><td title=s>s</td><td>1925</td><td><div class=bar style=width:14.7%> &nbsp; </div> 5.4% </td></tr><tr class><td title=n>n</td><td>1900</td><td><div class=bar style=width:14.5%> &nbsp; </div> 5.4% </td></tr><tr class><td title=M>M</td><td>1643</td><td><div class=bar style=width:12.6%> &nbsp; </div> 4.6% </td></tr><tr class><td title=l>l</td><td>1593</td><td><div class=bar style=width:12.2%> &nbsp; </div> 4.5% </td></tr><tr class><td title=o>o</td><td>1475</td><td><div class=bar style=width:11.3%> &nbsp; </div> 4.2% </td></tr><tr class=other><td title="Other values (50)">Other values (50)</td><td>13091</td><td><div class=bar style=width:100.0%> 36.9% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340unicode--1276153525278502340categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Lowercase Letter">Lowercase Letter</td><td>22841</td><td><div class=bar style=width:100.0%> 64.3% </div></td></tr><tr class><td title="Uppercase Letter">Uppercase Letter</td><td>5383</td><td><div class=bar style=width:23.6%> &nbsp; </div> 15.2% </td></tr><tr class><td title="Space Separator">Space Separator</td><td>4044</td><td><div class=bar style=width:17.7%> &nbsp; </div> 11.4% </td></tr><tr class><td title="Other Punctuation">Other Punctuation</td><td>2783</td><td><div class=bar style=width:12.2%> &nbsp; </div> 7.8% </td></tr><tr class><td title="Open Punctuation">Open Punctuation</td><td>222</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.6% </td></tr><tr class><td title="Close Punctuation">Close Punctuation</td><td>222</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.6% </td></tr><tr class><td title="Dash Punctuation">Dash Punctuation</td><td>19</td><td><div class=bar style=width:0.1%> &nbsp; </div> 0.1% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=r>r</td><td>2929</td><td><div class=bar style=width:67.2%> 12.8% </div></td></tr><tr class><td title=e>e</td><td>2525</td><td><div class=bar style=width:57.9%> 11.1% </div></td></tr><tr class><td title=a>a</td><td>2443</td><td><div class=bar style=width:56.0%> 10.7% </div></td></tr><tr class><td title=i>i</td><td>1946</td><td><div class=bar style=width:44.6%> 8.5% </div></td></tr><tr class><td title=s>s</td><td>1925</td><td><div class=bar style=width:44.1%> 8.4% </div></td></tr><tr class><td title=n>n</td><td>1900</td><td><div class=bar style=width:43.6%> 8.3% </div></td></tr><tr class><td title=l>l</td><td>1593</td><td><div class=bar style=width:36.5%> &nbsp; </div> 7.0% </td></tr><tr class><td title=o>o</td><td>1475</td><td><div class=bar style=width:33.8%> &nbsp; </div> 6.5% </td></tr><tr class><td title=t>t</td><td>970</td><td><div class=bar style=width:22.2%> &nbsp; </div> 4.2% </td></tr><tr class><td title=h>h</td><td>774</td><td><div class=bar style=width:17.7%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (16)">Other values (16)</td><td>4361</td><td><div class=bar style=width:100.0%> 19.1% </div></td></tr></tbody></table></div><div class=col-sm-6><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=M>M</td><td>1643</td><td><div class=bar style=width:100.0%> 30.5% </div></td></tr><tr class><td title=A>A</td><td>353</td><td><div class=bar style=width:21.5%> &nbsp; </div> 6.6% </td></tr><tr class><td title=J>J</td><td>327</td><td><div class=bar style=width:19.9%> &nbsp; </div> 6.1% </td></tr><tr class><td title=H>H</td><td>283</td><td><div class=bar style=width:17.2%> &nbsp; </div> 5.3% </td></tr><tr class><td title=C>C</td><td>273</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.1% </td></tr><tr class><td title=E>E</td><td>261</td><td><div class=bar style=width:15.9%> &nbsp; </div> 4.8% </td></tr><tr class><td title=S>S</td><td>261</td><td><div class=bar style=width:15.9%> &nbsp; </div> 4.8% </td></tr><tr class><td title=W>W</td><td>219</td><td><div class=bar style=width:13.3%> &nbsp; </div> 4.1% </td></tr><tr class><td title=B>B</td><td>209</td><td><div class=bar style=width:12.7%> &nbsp; </div> 3.9% </td></tr><tr class><td title=L>L</td><td>190</td><td><div class=bar style=width:11.6%> &nbsp; </div> 3.5% </td></tr><tr class=other><td title="Other values (15)">Other values (15)</td><td>1364</td><td><div class=bar style=width:83.0%> 25.3% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=.>.</td><td>1310</td><td><div class=bar style=width:100.0%> 47.1% </div></td></tr><tr class><td title=,>,</td><td>1309</td><td><div class=bar style=width:99.9%> 47.0% </div></td></tr><tr class><td title='"'>&#34;</td><td>150</td><td><div class=bar style=width:11.5%> &nbsp; </div> 5.4% </td></tr><tr class><td title="'">&#39;</td><td>13</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.5% </td></tr><tr class><td title=/ >/</td><td>1</td><td><div class=bar style=width:0.1%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>4044</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Open Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=(>(</td><td>222</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class=col-sm-6><h5><em>Close Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=)>)</td><td>222</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Dash Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=->-</td><td>19</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340unicode--1276153525278502340scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin>Latin</td><td>28224</td><td><div class=bar style=width:100.0%> 79.5% </div></td></tr><tr class><td title=Common>Common</td><td>7290</td><td><div class=bar style=width:25.8%> &nbsp; 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</div> 5.8% </td></tr><tr class><td title=l>l</td><td>1593</td><td><div class=bar style=width:17.9%> &nbsp; </div> 5.6% </td></tr><tr class><td title=o>o</td><td>1475</td><td><div class=bar style=width:16.6%> &nbsp; </div> 5.2% </td></tr><tr class><td title=t>t</td><td>970</td><td><div class=bar style=width:10.9%> &nbsp; </div> 3.4% </td></tr><tr class=other><td title="Other values (41)">Other values (41)</td><td>8875</td><td><div class=bar style=width:100.0%> 31.4% </div></td></tr></tbody></table></div><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>4044</td><td><div class=bar style=width:100.0%> 55.5% </div></td></tr><tr class><td title=.>.</td><td>1310</td><td><div class=bar style=width:32.4%> &nbsp; </div> 18.0% </td></tr><tr class><td title=,>,</td><td>1309</td><td><div class=bar style=width:32.4%> &nbsp; </div> 18.0% </td></tr><tr class><td title=(>(</td><td>222</td><td><div class=bar style=width:5.5%> &nbsp; </div> 3.0% </td></tr><tr class><td title=)>)</td><td>222</td><td><div class=bar style=width:5.5%> &nbsp; </div> 3.0% </td></tr><tr class><td title='"'>&#34;</td><td>150</td><td><div class=bar style=width:3.7%> &nbsp; </div> 2.1% </td></tr><tr class><td title=->-</td><td>19</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.3% </td></tr><tr class><td title="'">&#39;</td><td>13</td><td><div class=bar style=width:0.3%> &nbsp; </div> 0.2% </td></tr><tr class><td title=/ >/</td><td>1</td><td><div class=bar style=width:0.0%> &nbsp; </div>< 0.1% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1276153525278502340unicode--1276153525278502340blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>35514</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>4044</td><td><div class=bar style=width:30.9%> &nbsp; </div> 11.4% </td></tr><tr class><td title=r>r</td><td>2929</td><td><div class=bar style=width:22.4%> &nbsp; </div> 8.2% </td></tr><tr class><td title=e>e</td><td>2525</td><td><div class=bar style=width:19.3%> &nbsp; </div> 7.1% </td></tr><tr class><td title=a>a</td><td>2443</td><td><div class=bar style=width:18.7%> &nbsp; </div> 6.9% </td></tr><tr class><td title=i>i</td><td>1946</td><td><div class=bar style=width:14.9%> &nbsp; </div> 5.5% </td></tr><tr class><td title=s>s</td><td>1925</td><td><div class=bar style=width:14.7%> &nbsp; </div> 5.4% </td></tr><tr class><td title=n>n</td><td>1900</td><td><div class=bar style=width:14.5%> &nbsp; </div> 5.4% </td></tr><tr class><td title=M>M</td><td>1643</td><td><div class=bar style=width:12.6%> &nbsp; </div> 4.6% </td></tr><tr class><td title=l>l</td><td>1593</td><td><div class=bar style=width:12.2%> &nbsp; </div> 4.5% </td></tr><tr class><td title=o>o</td><td>1475</td><td><div class=bar style=width:11.3%> &nbsp; </div> 4.2% </td></tr><tr class=other><td title="Other values (50)">Other values (50)</td><td>13091</td><td><div class=bar style=width:100.0%> 36.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_312269295689398529></a><div class=variable><div class=col-sm-3><p class=h4 title=Sex><a href=#pp_var_312269295689398529>Sex</a><br><small>Categorical</small></p><code><abbr title="This variable has a high correlation with 1 fields: Survived">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Survived">HIGH CORRELATION</abbr></code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>0.2%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> male </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 843&nbsp; </div></td></tr><tr class><th width=50%> female </th><td width=50%><div class=bar style=width:55.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 466&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-312269295689398529, #minifreqtable312269295689398529" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-312269295689398529 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#312269295689398529bottom-312269295689398529overview aria-controls=312269295689398529bottom-312269295689398529overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#312269295689398529bottom-312269295689398529string aria-controls=312269295689398529bottom-312269295689398529string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#312269295689398529bottom-312269295689398529word aria-controls=312269295689398529bottom-312269295689398529word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#312269295689398529bottom-312269295689398529characters aria-controls=312269295689398529bottom-312269295689398529characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=312269295689398529bottom-312269295689398529overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>6</td></tr><tr><th>Median length</th><td>4</td></tr><tr><th>Mean length</th><td>4.711993888</td></tr><tr><th>Min length</th><td>4</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>6168</td></tr><tr><th>Distinct characters</th><td>5</td></tr><tr><th>Distinct categories</th><td>1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>female</td></tr><tr><th>2nd row</th><td>male</td></tr><tr><th>3rd row</th><td>female</td></tr><tr><th>4th row</th><td>male</td></tr><tr><th>5th row</th><td>female</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=312269295689398529bottom-312269295689398529string><div class=row><div class=col-sm-4><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=male>male</td><td>843</td><td><div class=bar style=width:100.0%> 64.4% </div></td></tr><tr class><td title=female>female</td><td>466</td><td><div class=bar style=width:55.3%> 35.6% </div></td></tr></tbody></table></div><div class=col-sm-4><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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| ""/></g></g></g><defs><clippath id=p45305dc285><rect height=241.581088 width=374.65 x=46.55 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=8181256235074731204bottom-8181256235074731204common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=24>24</td><td>48</td><td><div class=bar style=width:7.2%> &nbsp; </div> 3.7% </td></tr><tr class><td title=22>22</td><td>43</td><td><div class=bar style=width:6.4%> &nbsp; </div> 3.3% </td></tr><tr class><td title=21>21</td><td>42</td><td><div class=bar style=width:6.3%> &nbsp; </div> 3.2% </td></tr><tr class><td title=30>30</td><td>40</td><td><div class=bar style=width:6.0%> &nbsp; </div> 3.1% </td></tr><tr class><td title=18>18</td><td>39</td><td><div class=bar style=width:5.8%> &nbsp; </div> 3.0% </td></tr><tr class><td title=25>25</td><td>35</td><td><div class=bar style=width:5.2%> &nbsp; </div> 2.7% </td></tr><tr class><td title=29>29</td><td>33</td><td><div class=bar style=width:4.9%> &nbsp; </div> 2.5% </td></tr><tr class><td title=19>19</td><td>32</td><td><div class=bar style=width:4.8%> &nbsp; </div> 2.4% </td></tr><tr class><td title=28>28</td><td>32</td><td><div class=bar style=width:4.8%> &nbsp; </div> 2.4% </td></tr><tr class><td title=36>36</td><td>31</td><td><div class=bar style=width:4.6%> &nbsp; </div> 2.4% </td></tr><tr class=other><td title="Other values (63)">Other values (63)</td><td>671</td><td><div class=bar style=width:100.0%> 51.3% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>263</td><td><div class=bar style=width:39.2%> &nbsp; </div> 20.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=8181256235074731204bottom-8181256235074731204extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#8181256235074731204extreme_values-8181256235074731204firstn aria-controls=8181256235074731204extreme_values-8181256235074731204firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#8181256235074731204extreme_values-8181256235074731204lastn aria-controls=8181256235074731204extreme_values-8181256235074731204lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=8181256235074731204extreme_values-8181256235074731204firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>3</td><td><div class=bar style=width:15.8%> &nbsp; </div> 0.2% </td></tr><tr class><td title=1>1</td><td>19</td><td><div class=bar style=width:100.0%> 1.5% </div></td></tr><tr class><td title=2>2</td><td>12</td><td><div class=bar style=width:63.2%> 0.9% </div></td></tr><tr class><td title=3>3</td><td>7</td><td><div class=bar style=width:36.8%> &nbsp; </div> 0.5% </td></tr><tr class><td title=4>4</td><td>10</td><td><div class=bar style=width:52.6%> 0.8% </div></td></tr><tr class><td title=5>5</td><td>5</td><td><div class=bar style=width:26.3%> &nbsp; </div> 0.4% </td></tr><tr class><td title=6>6</td><td>6</td><td><div class=bar style=width:31.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=7>7</td><td>4</td><td><div class=bar style=width:21.1%> &nbsp; </div> 0.3% </td></tr><tr class><td title=8>8</td><td>6</td><td><div class=bar style=width:31.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=9>9</td><td>10</td><td><div class=bar style=width:52.6%> 0.8% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=8181256235074731204extreme_values-8181256235074731204lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=80>80</td><td>1</td><td><div class=bar style=width:20.0%> &nbsp; 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</div> 0.7% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=4213468645413907098bottom-4213468645413907098extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4213468645413907098extreme_values-4213468645413907098firstn aria-controls=4213468645413907098extreme_values-4213468645413907098firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#4213468645413907098extreme_values-4213468645413907098lastn aria-controls=4213468645413907098extreme_values-4213468645413907098lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4213468645413907098extreme_values-4213468645413907098firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>891</td><td><div class=bar style=width:100.0%> 68.1% </div></td></tr><tr class><td title=1>1</td><td>319</td><td><div class=bar style=width:35.8%> &nbsp; </div> 24.4% </td></tr><tr class><td title=2>2</td><td>42</td><td><div class=bar style=width:4.7%> &nbsp; </div> 3.2% </td></tr><tr class><td title=3>3</td><td>20</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.5% </td></tr><tr class><td title=4>4</td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr><tr class><td title=8>8</td><td>9</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=4213468645413907098extreme_values-4213468645413907098lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8>8</td><td>9</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.7% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.7%> &nbsp; </div> 0.5% </td></tr><tr class><td title=4>4</td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class><td title=3>3</td><td>20</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.5% </td></tr><tr class><td title=2>2</td><td>42</td><td><div class=bar style=width:4.7%> &nbsp; </div> 3.2% </td></tr><tr class><td title=1>1</td><td>319</td><td><div class=bar style=width:35.8%> &nbsp; </div> 24.4% </td></tr><tr class><td title=0>0</td><td>891</td><td><div class=bar style=width:100.0%> 68.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-577434093074518742></a><div class=variable><div class=col-sm-3><p class=h4 title=Parch><a href=#pp_var_-577434093074518742>Parch</a><br><small>Real number (&Ropf;<sub>&ge;0</sub>)</small></p><code><abbr title="This variable has a high correlation with 2 fields: Pclass, Age">HIGH CORRELATION</abbr></code><br><code>ZEROS</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>8</td></tr><tr><th>Distinct (%)</th><td>0.6%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite (%)</th><td>0.0%</td></tr><tr><th>Mean</th><td>0.385026738</td></tr></tbody></table></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>0</td></tr><tr><th>Maximum</th><td>9</td></tr><tr class=alert><th>Zeros</th><td>1002</td></tr><tr class=alert><th>Zeros (%)</th><td>76.5%</td></tr><tr><th>Negative</th><td>0</td></tr><tr><th>Negative (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-3><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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| ""/></g></g></g><defs><clippath id=pafe6a52736><rect height=245.558563 width=363.4 x=57.8 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=8) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-577434093074518742bottom--577434093074518742common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>1002</td><td><div class=bar style=width:100.0%> 76.5% </div></td></tr><tr class><td title=1>1</td><td>170</td><td><div class=bar style=width:17.0%> &nbsp; </div> 13.0% </td></tr><tr class><td title=2>2</td><td>113</td><td><div class=bar style=width:11.3%> &nbsp; </div> 8.6% </td></tr><tr class><td title=3>3</td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=4>4</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=6>6</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=9>9</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-577434093074518742bottom--577434093074518742extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-577434093074518742extreme_values--577434093074518742firstn aria-controls=-577434093074518742extreme_values--577434093074518742firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-577434093074518742extreme_values--577434093074518742lastn aria-controls=-577434093074518742extreme_values--577434093074518742lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-577434093074518742extreme_values--577434093074518742firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>1002</td><td><div class=bar style=width:100.0%> 76.5% </div></td></tr><tr class><td title=1>1</td><td>170</td><td><div class=bar style=width:17.0%> &nbsp; </div> 13.0% </td></tr><tr class><td title=2>2</td><td>113</td><td><div class=bar style=width:11.3%> &nbsp; </div> 8.6% </td></tr><tr class><td title=3>3</td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=4>4</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=6>6</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=9>9</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-577434093074518742extreme_values--577434093074518742lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=9>9</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6>6</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr><tr class><td title=5>5</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=4>4</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=3>3</td><td>8</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.6% </td></tr><tr class><td title=2>2</td><td>113</td><td><div class=bar style=width:11.3%> &nbsp; </div> 8.6% </td></tr><tr class><td title=1>1</td><td>170</td><td><div class=bar style=width:17.0%> &nbsp; </div> 13.0% </td></tr><tr class><td title=0>0</td><td>1002</td><td><div class=bar style=width:100.0%> 76.5% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-7501723419757396541></a><div class=variable><div class=col-sm-3><p class=h4 title=Ticket><a href=#pp_var_-7501723419757396541>Ticket</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>UNIFORM</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>929</td></tr><tr><th>Distinct (%)</th><td>71.0%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> CA. 2343 </th><td width=50%><div class=bar style=width:0.9% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 11 </td></tr><tr class><th width=50%> 1601 </th><td width=50%><div class=bar style=width:0.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 8 </td></tr><tr class><th width=50%> CA 2144 </th><td width=50%><div class=bar style=width:0.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 8 </td></tr><tr class><th width=50%> PC 17608 </th><td width=50%><div class=bar style=width:0.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 7 </td></tr><tr class><th width=50%> 347077 </th><td width=50%><div class=bar style=width:0.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 7 </td></tr><tr class=other><th width=50%> Other values (924) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1268&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--7501723419757396541, #minifreqtable-7501723419757396541" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--7501723419757396541 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7501723419757396541bottom--7501723419757396541overview aria-controls=-7501723419757396541bottom--7501723419757396541overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-7501723419757396541bottom--7501723419757396541string aria-controls=-7501723419757396541bottom--7501723419757396541string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-7501723419757396541bottom--7501723419757396541word aria-controls=-7501723419757396541bottom--7501723419757396541word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-7501723419757396541bottom--7501723419757396541characters aria-controls=-7501723419757396541bottom--7501723419757396541characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7501723419757396541bottom--7501723419757396541overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>18</td></tr><tr><th>Median length</th><td>6</td></tr><tr><th>Mean length</th><td>6.790679908</td></tr><tr><th>Min length</th><td>3</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>8889</td></tr><tr><th>Distinct characters</th><td>35</td></tr><tr><th>Distinct categories</th><td>5 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>713 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>54.5%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>24160</td></tr><tr><th>2nd row</th><td>113781</td></tr><tr><th>3rd row</th><td>113781</td></tr><tr><th>4th row</th><td>113781</td></tr><tr><th>5th row</th><td>113781</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541bottom--7501723419757396541string><div class=row><div class=col-sm-6><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="CA. 2343">CA. 2343</td><td>11</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.8% </td></tr><tr class><td title=1601>1601</td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.6% </td></tr><tr class><td title="CA 2144">CA 2144</td><td>8</td><td><div class=bar style=width:0.6%> &nbsp; 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| ""/></g></g></g><defs><clippath id=pca1c184470><rect height=241.581088 width=369.025 x=52.175 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541bottom--7501723419757396541word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=pc>pc</td><td>92</td><td><div class=bar style=width:6.6%> &nbsp; </div> 5.5% </td></tr><tr class><td title=c.a>c.a</td><td>46</td><td><div class=bar style=width:3.3%> &nbsp; </div> 2.7% </td></tr><tr class><td title=a/5>a/5</td><td>22</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=ca>ca</td><td>22</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.3% </td></tr><tr class><td title=2>2</td><td>17</td><td><div class=bar style=width:1.2%> &nbsp; </div> 1.0% </td></tr><tr class><td title=soton/o.q>soton/o.q</td><td>16</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title=sc/paris>sc/paris</td><td>16</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title=w./c>w./c</td><td>14</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.8% </td></tr><tr class><td title=ston/o>ston/o</td><td>14</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.8% </td></tr><tr class><td title=2343>2343</td><td>11</td><td><div class=bar style=width:0.8%> &nbsp; </div> 0.7% </td></tr><tr class=other><td title="Other values (960)">Other values (960)</td><td>1403</td><td><div class=bar style=width:100.0%> 83.9% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541bottom--7501723419757396541characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-7501723419757396541unicode--7501723419757396541characters aria-controls=-7501723419757396541unicode--7501723419757396541characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-7501723419757396541unicode--7501723419757396541categories aria-controls=-7501723419757396541unicode--7501723419757396541categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-7501723419757396541unicode--7501723419757396541scripts aria-controls=-7501723419757396541unicode--7501723419757396541scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-7501723419757396541unicode--7501723419757396541blocks aria-controls=-7501723419757396541unicode--7501723419757396541blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-7501723419757396541unicode--7501723419757396541characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>1110</td><td><div class=bar style=width:59.8%> 12.5% </div></td></tr><tr class><td title=1>1</td><td>1000</td><td><div class=bar style=width:53.9%> 11.2% </div></td></tr><tr class><td title=2>2</td><td>862</td><td><div class=bar style=width:46.4%> 9.7% </div></td></tr><tr class><td title=7>7</td><td>697</td><td><div class=bar style=width:37.5%> &nbsp; </div> 7.8% </td></tr><tr class><td title=4>4</td><td>652</td><td><div class=bar style=width:35.1%> &nbsp; </div> 7.3% </td></tr><tr class><td title=6>6</td><td>628</td><td><div class=bar style=width:33.8%> &nbsp; </div> 7.1% </td></tr><tr class><td title=0>0</td><td>610</td><td><div class=bar style=width:32.8%> &nbsp; </div> 6.9% </td></tr><tr class><td title=5>5</td><td>582</td><td><div class=bar style=width:31.3%> &nbsp; </div> 6.5% </td></tr><tr class><td title=9>9</td><td>465</td><td><div class=bar style=width:25.0%> &nbsp; </div> 5.2% </td></tr><tr class><td title=8>8</td><td>426</td><td><div class=bar style=width:22.9%> &nbsp; </div> 4.8% </td></tr><tr class=other><td title="Other values (25)">Other values (25)</td><td>1857</td><td><div class=bar style=width:100.0%> 20.9% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541unicode--7501723419757396541categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>7032</td><td><div class=bar style=width:100.0%> 79.1% </div></td></tr><tr class><td title="Uppercase Letter">Uppercase Letter</td><td>1001</td><td><div class=bar style=width:14.2%> &nbsp; </div> 11.3% </td></tr><tr class><td title="Other Punctuation">Other Punctuation</td><td>467</td><td><div class=bar style=width:6.6%> &nbsp; </div> 5.3% </td></tr><tr class><td title="Space Separator">Space Separator</td><td>364</td><td><div class=bar style=width:5.2%> &nbsp; </div> 4.1% </td></tr><tr class><td title="Lowercase Letter">Lowercase Letter</td><td>25</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>243</td><td><div class=bar style=width:100.0%> 24.3% </div></td></tr><tr class><td title=P>P</td><td>150</td><td><div class=bar style=width:61.7%> 15.0% </div></td></tr><tr class><td title=O>O</td><td>144</td><td><div class=bar style=width:59.3%> 14.4% </div></td></tr><tr class><td title=A>A</td><td>133</td><td><div class=bar style=width:54.7%> 13.3% </div></td></tr><tr class><td title=S>S</td><td>114</td><td><div class=bar style=width:46.9%> 11.4% </div></td></tr><tr class><td title=N>N</td><td>54</td><td><div class=bar style=width:22.2%> &nbsp; </div> 5.4% </td></tr><tr class><td title=T>T</td><td>50</td><td><div class=bar style=width:20.6%> &nbsp; </div> 5.0% </td></tr><tr class><td title=Q>Q</td><td>27</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.7% </td></tr><tr class><td title=W>W</td><td>22</td><td><div class=bar style=width:9.1%> &nbsp; </div> 2.2% </td></tr><tr class><td title=I>I</td><td>18</td><td><div class=bar style=width:7.4%> &nbsp; </div> 1.8% </td></tr><tr class=other><td title="Other values (6)">Other values (6)</td><td>46</td><td><div class=bar style=width:18.9%> &nbsp; </div> 4.6% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>1110</td><td><div class=bar style=width:100.0%> 15.8% </div></td></tr><tr class><td title=1>1</td><td>1000</td><td><div class=bar style=width:90.1%> 14.2% </div></td></tr><tr class><td title=2>2</td><td>862</td><td><div class=bar style=width:77.7%> 12.3% </div></td></tr><tr class><td title=7>7</td><td>697</td><td><div class=bar style=width:62.8%> 9.9% </div></td></tr><tr class><td title=4>4</td><td>652</td><td><div class=bar style=width:58.7%> 9.3% </div></td></tr><tr class><td title=6>6</td><td>628</td><td><div class=bar style=width:56.6%> 8.9% </div></td></tr><tr class><td title=0>0</td><td>610</td><td><div class=bar style=width:55.0%> 8.7% </div></td></tr><tr class><td title=5>5</td><td>582</td><td><div class=bar style=width:52.4%> 8.3% </div></td></tr><tr class><td title=9>9</td><td>465</td><td><div class=bar style=width:41.9%> 6.6% </div></td></tr><tr class><td title=8>8</td><td>426</td><td><div class=bar style=width:38.4%> &nbsp; </div> 6.1% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Lowercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=a>a</td><td>7</td><td><div class=bar style=width:100.0%> 28.0% </div></td></tr><tr class><td title=s>s</td><td>6</td><td><div class=bar style=width:85.7%> 24.0% </div></td></tr><tr class><td title=r>r</td><td>5</td><td><div class=bar style=width:71.4%> 20.0% </div></td></tr><tr class><td title=i>i</td><td>5</td><td><div class=bar style=width:71.4%> 20.0% </div></td></tr><tr class><td title=l>l</td><td>1</td><td><div class=bar style=width:14.3%> &nbsp; </div> 4.0% </td></tr><tr class><td title=e>e</td><td>1</td><td><div class=bar style=width:14.3%> &nbsp; </div> 4.0% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Other Punctuation</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=.>.</td><td>323</td><td><div class=bar style=width:100.0%> 69.2% </div></td></tr><tr class><td title=/ >/</td><td>144</td><td><div class=bar style=width:44.6%> 30.8% </div></td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>364</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541unicode--7501723419757396541scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common>Common</td><td>7863</td><td><div class=bar style=width:100.0%> 88.5% </div></td></tr><tr class><td title=Latin>Latin</td><td>1026</td><td><div class=bar style=width:13.0%> &nbsp; </div> 11.5% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Latin</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>243</td><td><div class=bar style=width:100.0%> 23.7% </div></td></tr><tr class><td title=P>P</td><td>150</td><td><div class=bar style=width:61.7%> 14.6% </div></td></tr><tr class><td title=O>O</td><td>144</td><td><div class=bar style=width:59.3%> 14.0% </div></td></tr><tr class><td title=A>A</td><td>133</td><td><div class=bar style=width:54.7%> 13.0% </div></td></tr><tr class><td title=S>S</td><td>114</td><td><div class=bar style=width:46.9%> 11.1% </div></td></tr><tr class><td title=N>N</td><td>54</td><td><div class=bar style=width:22.2%> &nbsp; </div> 5.3% </td></tr><tr class><td title=T>T</td><td>50</td><td><div class=bar style=width:20.6%> &nbsp; </div> 4.9% </td></tr><tr class><td title=Q>Q</td><td>27</td><td><div class=bar style=width:11.1%> &nbsp; </div> 2.6% </td></tr><tr class><td title=W>W</td><td>22</td><td><div class=bar style=width:9.1%> &nbsp; </div> 2.1% </td></tr><tr class><td title=I>I</td><td>18</td><td><div class=bar style=width:7.4%> &nbsp; </div> 1.8% </td></tr><tr class=other><td title="Other values (12)">Other values (12)</td><td>71</td><td><div class=bar style=width:29.2%> &nbsp; </div> 6.9% </td></tr></tbody></table></div><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>1110</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=1>1</td><td>1000</td><td><div class=bar style=width:90.1%> 12.7% </div></td></tr><tr class><td title=2>2</td><td>862</td><td><div class=bar style=width:77.7%> 11.0% </div></td></tr><tr class><td title=7>7</td><td>697</td><td><div class=bar style=width:62.8%> 8.9% </div></td></tr><tr class><td title=4>4</td><td>652</td><td><div class=bar style=width:58.7%> 8.3% </div></td></tr><tr class><td title=6>6</td><td>628</td><td><div class=bar style=width:56.6%> 8.0% </div></td></tr><tr class><td title=0>0</td><td>610</td><td><div class=bar style=width:55.0%> 7.8% </div></td></tr><tr class><td title=5>5</td><td>582</td><td><div class=bar style=width:52.4%> 7.4% </div></td></tr><tr class><td title=9>9</td><td>465</td><td><div class=bar style=width:41.9%> 5.9% </div></td></tr><tr class><td title=8>8</td><td>426</td><td><div class=bar style=width:38.4%> &nbsp; </div> 5.4% </td></tr><tr class=other><td title="Other values (3)">Other values (3)</td><td>831</td><td><div class=bar style=width:74.9%> 10.6% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-7501723419757396541unicode--7501723419757396541blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>8889</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=3>3</td><td>1110</td><td><div class=bar style=width:59.8%> 12.5% </div></td></tr><tr class><td title=1>1</td><td>1000</td><td><div class=bar style=width:53.9%> 11.2% </div></td></tr><tr class><td title=2>2</td><td>862</td><td><div class=bar style=width:46.4%> 9.7% </div></td></tr><tr class><td title=7>7</td><td>697</td><td><div class=bar style=width:37.5%> &nbsp; </div> 7.8% </td></tr><tr class><td title=4>4</td><td>652</td><td><div class=bar style=width:35.1%> &nbsp; </div> 7.3% </td></tr><tr class><td title=6>6</td><td>628</td><td><div class=bar style=width:33.8%> &nbsp; </div> 7.1% </td></tr><tr class><td title=0>0</td><td>610</td><td><div class=bar style=width:32.8%> &nbsp; </div> 6.9% </td></tr><tr class><td title=5>5</td><td>582</td><td><div class=bar style=width:31.3%> &nbsp; </div> 6.5% </td></tr><tr class><td title=9>9</td><td>465</td><td><div class=bar style=width:25.0%> &nbsp; </div> 5.2% </td></tr><tr class><td title=8>8</td><td>426</td><td><div class=bar style=width:22.9%> &nbsp; </div> 4.8% </td></tr><tr class=other><td title="Other values (25)">Other values (25)</td><td>1857</td><td><div class=bar style=width:100.0%> 20.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-8851767276089965644></a><div class=variable><div class=col-sm-3><p class=h4 title=Fare><a href=#pp_var_-8851767276089965644>Fare</a><br><small>Real number (&Ropf;<sub>&ge;0</sub>)</small></p><code><abbr title="This variable has a high correlation with 1 fields: Pclass">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Pclass">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Pclass">HIGH CORRELATION</abbr></code><br><code>ZEROS</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>263</td></tr><tr><th>Distinct (%)</th><td>20.1%</td></tr><tr><th>Missing</th><td>1</td></tr><tr><th>Missing (%)</th><td>0.1%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite (%)</th><td>0.0%</td></tr><tr><th>Mean</th><td>33.29626147</td></tr></tbody></table></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Minimum</th><td>0</td></tr><tr><th>Maximum</th><td>512.33</td></tr><tr class=alert><th>Zeros</th><td>17</td></tr><tr class=alert><th>Zeros (%)</th><td>1.3%</td></tr><tr><th>Negative</th><td>0</td></tr><tr><th>Negative (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-3><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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| ""/></g><g id=patch_55><path style=fill:none; d="M 52.175 248.403612 \n", | |
| "L 421.2 248.403612 \n", | |
| ""/></g><g id=patch_56><path style=fill:none; d="M 52.175 10.8 \n", | |
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| ""/></g></g></g><defs><clippath id=p06166131fd><rect height=237.603612 width=369.025 x=52.175 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=50) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-8851767276089965644bottom--8851767276089965644common_values><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=8.05>8.05</td><td>60</td><td><div class=bar style=width:6.8%> &nbsp; </div> 4.6% </td></tr><tr class><td title=13>13</td><td>59</td><td><div class=bar style=width:6.7%> &nbsp; </div> 4.5% </td></tr><tr class><td title=7.75>7.75</td><td>55</td><td><div class=bar style=width:6.2%> &nbsp; </div> 4.2% </td></tr><tr class><td title=26>26</td><td>50</td><td><div class=bar style=width:5.7%> &nbsp; </div> 3.8% </td></tr><tr class><td title=7.9>7.9</td><td>49</td><td><div class=bar style=width:5.5%> &nbsp; </div> 3.7% </td></tr><tr class><td title=7.23>7.23</td><td>45</td><td><div class=bar style=width:5.1%> &nbsp; </div> 3.4% </td></tr><tr class><td title=10.5>10.5</td><td>35</td><td><div class=bar style=width:4.0%> &nbsp; </div> 2.7% </td></tr><tr class><td title=7.78>7.78</td><td>27</td><td><div class=bar style=width:3.1%> &nbsp; </div> 2.1% </td></tr><tr class><td title=7.93>7.93</td><td>23</td><td><div class=bar style=width:2.6%> &nbsp; </div> 1.8% </td></tr><tr class><td title=7.85>7.85</td><td>22</td><td><div class=bar style=width:2.5%> &nbsp; </div> 1.7% </td></tr><tr class=other><td title="Other values (253)">Other values (253)</td><td>883</td><td><div class=bar style=width:100.0%> 67.5% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8851767276089965644bottom--8851767276089965644extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-8851767276089965644extreme_values--8851767276089965644firstn aria-controls=-8851767276089965644extreme_values--8851767276089965644firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-8851767276089965644extreme_values--8851767276089965644lastn aria-controls=-8851767276089965644extreme_values--8851767276089965644lastn role=tab data-toggle=tab>Maximum 5 values</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-8851767276089965644extreme_values--8851767276089965644firstn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>17</td><td><div class=bar style=width:100.0%> 1.3% </div></td></tr><tr class><td title=3.17>3.17</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr><tr class><td title=4.01>4.01</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr><tr class><td title=5>5</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr><tr class><td title=6.24>6.24</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr><tr class><td title=6.44>6.44</td><td>3</td><td><div class=bar style=width:17.6%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6.45>6.45</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr><tr class><td title=6.5>6.5</td><td>3</td><td><div class=bar style=width:17.6%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6.75>6.75</td><td>2</td><td><div class=bar style=width:11.8%> &nbsp; </div> 0.2% </td></tr><tr class><td title=6.86>6.86</td><td>1</td><td><div class=bar style=width:5.9%> &nbsp; </div> 0.1% </td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-8851767276089965644extreme_values--8851767276089965644lastn><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=512.33>512.33</td><td>4</td><td><div class=bar style=width:57.1%> 0.3% </div></td></tr><tr class><td title=263>263</td><td>6</td><td><div class=bar style=width:85.7%> 0.5% </div></td></tr><tr class><td title=262.38>262.38</td><td>7</td><td><div class=bar style=width:100.0%> 0.5% </div></td></tr><tr class><td title=247.52>247.52</td><td>3</td><td><div class=bar style=width:42.9%> 0.2% </div></td></tr><tr class><td title=227.53>227.53</td><td>5</td><td><div class=bar style=width:71.4%> 0.4% </div></td></tr><tr class><td title=221.78>221.78</td><td>4</td><td><div class=bar style=width:57.1%> 0.3% </div></td></tr><tr class><td title=211.5>211.5</td><td>5</td><td><div class=bar style=width:71.4%> 0.4% </div></td></tr><tr class><td title=211.34>211.34</td><td>4</td><td><div class=bar style=width:57.1%> 0.3% </div></td></tr><tr class><td title=164.87>164.87</td><td>4</td><td><div class=bar style=width:57.1%> 0.3% </div></td></tr><tr class><td title=153.46>153.46</td><td>3</td><td><div class=bar style=width:42.9%> 0.2% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-3539840473575887385></a><div class=variable><div class=col-sm-3><p class=h4 title=Cabin><a href=#pp_var_-3539840473575887385>Cabin</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>MISSING</code><br><code>UNIFORM</code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr class=alert><th>Distinct</th><td>186</td></tr><tr><th>Distinct (%)</th><td>63.1%</td></tr><tr class=alert><th>Missing</th><td>1014</td></tr><tr class=alert><th>Missing (%)</th><td>77.5%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> C23 C25 C27 </th><td width=50%><div class=bar style=width:2.2% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 6 </td></tr><tr class><th width=50%> G6 </th><td width=50%><div class=bar style=width:1.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 5 </td></tr><tr class><th width=50%> B57 B59 B63 B66 </th><td width=50%><div class=bar style=width:1.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 5 </td></tr><tr class><th width=50%> C22 C26 </th><td width=50%><div class=bar style=width:1.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class><th width=50%> C78 </th><td width=50%><div class=bar style=width:1.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class=other><th width=50%> Other values (181) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 271&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom--3539840473575887385, #minifreqtable-3539840473575887385" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--3539840473575887385 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3539840473575887385bottom--3539840473575887385overview aria-controls=-3539840473575887385bottom--3539840473575887385overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-3539840473575887385bottom--3539840473575887385string aria-controls=-3539840473575887385bottom--3539840473575887385string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-3539840473575887385bottom--3539840473575887385word aria-controls=-3539840473575887385bottom--3539840473575887385word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#-3539840473575887385bottom--3539840473575887385characters aria-controls=-3539840473575887385bottom--3539840473575887385characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3539840473575887385bottom--3539840473575887385overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>15</td></tr><tr><th>Median length</th><td>3</td></tr><tr><th>Mean length</th><td>3.738983051</td></tr><tr><th>Min length</th><td>1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>1103</td></tr><tr><th>Distinct characters</th><td>19</td></tr><tr><th>Distinct categories</th><td>3 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>2 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>107 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>36.3%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>B5</td></tr><tr><th>2nd row</th><td>C22 C26</td></tr><tr><th>3rd row</th><td>C22 C26</td></tr><tr><th>4th row</th><td>C22 C26</td></tr><tr><th>5th row</th><td>C22 C26</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385bottom--3539840473575887385string><div class=row><div class=col-sm-6><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="C23 C25 C27">C23 C25 C27</td><td>6</td><td><div class=bar style=width:0.6%> &nbsp; </div> 0.5% </td></tr><tr class><td title=G6>G6</td><td>5</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class><td title="B57 B59 B63 B66">B57 B59 B63 B66</td><td>5</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.4% </td></tr><tr class><td title="C22 C26">C22 C26</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title=C78>C78</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title=D>D</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title="B96 B98">B96 B98</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title=F4>F4</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title=F33>F33</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class><td title=F2>F2</td><td>4</td><td><div class=bar style=width:0.4%> &nbsp; </div> 0.3% </td></tr><tr class=other><td title="Other values (176)">Other values (176)</td><td>251</td><td><div class=bar style=width:24.8%> &nbsp; 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| ""/></g></g></g><defs><clippath id=p42549bc2e2><rect height=241.581088 width=369.025 x=52.175 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"> Histogram of lengths of the category </div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385bottom--3539840473575887385word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=f>f</td><td>8</td><td><div class=bar style=width:2.7%> &nbsp; </div> 2.2% </td></tr><tr class><td title=c25>c25</td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=c23>c23</td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=c27>c27</td><td>6</td><td><div class=bar style=width:2.0%> &nbsp; </div> 1.7% </td></tr><tr class><td title=b63>b63</td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b59>b59</td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b57>b57</td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=g6>g6</td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=b66>b66</td><td>5</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.4% </td></tr><tr class><td title=c22>c22</td><td>4</td><td><div class=bar style=width:1.3%> &nbsp; </div> 1.1% </td></tr><tr class=other><td title="Other values (192)">Other values (192)</td><td>301</td><td><div class=bar style=width:100.0%> 84.6% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385bottom--3539840473575887385characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3539840473575887385unicode--3539840473575887385characters aria-controls=-3539840473575887385unicode--3539840473575887385characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#-3539840473575887385unicode--3539840473575887385categories aria-controls=-3539840473575887385unicode--3539840473575887385categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#-3539840473575887385unicode--3539840473575887385scripts aria-controls=-3539840473575887385unicode--3539840473575887385scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#-3539840473575887385unicode--3539840473575887385blocks aria-controls=-3539840473575887385unicode--3539840473575887385blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3539840473575887385unicode--3539840473575887385characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>114</td><td><div class=bar style=width:40.0%> &nbsp; </div> 10.3% </td></tr><tr class><td title=2>2</td><td>97</td><td><div class=bar style=width:34.0%> &nbsp; </div> 8.8% </td></tr><tr class><td title=B>B</td><td>96</td><td><div class=bar style=width:33.7%> &nbsp; </div> 8.7% </td></tr><tr class><td title=1>1</td><td>94</td><td><div class=bar style=width:33.0%> &nbsp; </div> 8.5% </td></tr><tr class><td title=3>3</td><td>87</td><td><div class=bar style=width:30.5%> &nbsp; </div> 7.9% </td></tr><tr class><td title=6>6</td><td>81</td><td><div class=bar style=width:28.4%> &nbsp; </div> 7.3% </td></tr><tr class><td title=5>5</td><td>79</td><td><div class=bar style=width:27.7%> &nbsp; </div> 7.2% </td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:21.4%> &nbsp; </div> 5.5% </td></tr><tr class><td title=4>4</td><td>58</td><td><div class=bar style=width:20.4%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8>8</td><td>51</td><td><div class=bar style=width:17.9%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (9)">Other values (9)</td><td>285</td><td><div class=bar style=width:100.0%> 25.8% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385unicode--3539840473575887385categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>686</td><td><div class=bar style=width:100.0%> 62.2% </div></td></tr><tr class><td title="Uppercase Letter">Uppercase Letter</td><td>356</td><td><div class=bar style=width:51.9%> 32.3% </div></td></tr><tr class><td title="Space Separator">Space Separator</td><td>61</td><td><div class=bar style=width:8.9%> &nbsp; </div> 5.5% </td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2>2</td><td>97</td><td><div class=bar style=width:100.0%> 14.1% </div></td></tr><tr class><td title=1>1</td><td>94</td><td><div class=bar style=width:96.9%> 13.7% </div></td></tr><tr class><td title=3>3</td><td>87</td><td><div class=bar style=width:89.7%> 12.7% </div></td></tr><tr class><td title=6>6</td><td>81</td><td><div class=bar style=width:83.5%> 11.8% </div></td></tr><tr class><td title=5>5</td><td>79</td><td><div class=bar style=width:81.4%> 11.5% </div></td></tr><tr class><td title=4>4</td><td>58</td><td><div class=bar style=width:59.8%> 8.5% </div></td></tr><tr class><td title=8>8</td><td>51</td><td><div class=bar style=width:52.6%> 7.4% </div></td></tr><tr class><td title=7>7</td><td>49</td><td><div class=bar style=width:50.5%> 7.1% </div></td></tr><tr class><td title=0>0</td><td>45</td><td><div class=bar style=width:46.4%> 6.6% </div></td></tr><tr class><td title=9>9</td><td>45</td><td><div class=bar style=width:46.4%> 6.6% </div></td></tr></tbody></table></div><div class=col-sm-6><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>114</td><td><div class=bar style=width:100.0%> 32.0% </div></td></tr><tr class><td title=B>B</td><td>96</td><td><div class=bar style=width:84.2%> 27.0% </div></td></tr><tr class><td title=D>D</td><td>48</td><td><div class=bar style=width:42.1%> 13.5% </div></td></tr><tr class><td title=E>E</td><td>45</td><td><div class=bar style=width:39.5%> &nbsp; </div> 12.6% </td></tr><tr class><td title=A>A</td><td>22</td><td><div class=bar style=width:19.3%> &nbsp; </div> 6.2% </td></tr><tr class><td title=F>F</td><td>21</td><td><div class=bar style=width:18.4%> &nbsp; </div> 5.9% </td></tr><tr class><td title=G>G</td><td>9</td><td><div class=bar style=width:7.9%> &nbsp; </div> 2.5% </td></tr><tr class><td title=T>T</td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.3% </td></tr></tbody></table></div></div><div class=row><div class=col-sm-6><h5><em>Space Separator</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385unicode--3539840473575887385scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Common>Common</td><td>747</td><td><div class=bar style=width:100.0%> 67.7% </div></td></tr><tr class><td title=Latin>Latin</td><td>356</td><td><div class=bar style=width:47.7%> 32.3% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Common</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=2>2</td><td>97</td><td><div class=bar style=width:100.0%> 13.0% </div></td></tr><tr class><td title=1>1</td><td>94</td><td><div class=bar style=width:96.9%> 12.6% </div></td></tr><tr class><td title=3>3</td><td>87</td><td><div class=bar style=width:89.7%> 11.6% </div></td></tr><tr class><td title=6>6</td><td>81</td><td><div class=bar style=width:83.5%> 10.8% </div></td></tr><tr class><td title=5>5</td><td>79</td><td><div class=bar style=width:81.4%> 10.6% </div></td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:62.9%> 8.2% </div></td></tr><tr class><td title=4>4</td><td>58</td><td><div class=bar style=width:59.8%> 7.8% </div></td></tr><tr class><td title=8>8</td><td>51</td><td><div class=bar style=width:52.6%> 6.8% </div></td></tr><tr class><td title=7>7</td><td>49</td><td><div class=bar style=width:50.5%> 6.6% </div></td></tr><tr class><td title=0>0</td><td>45</td><td><div class=bar style=width:46.4%> 6.0% </div></td></tr></tbody></table></div><div class=col-sm-6><h5><em>Latin</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>114</td><td><div class=bar style=width:100.0%> 32.0% </div></td></tr><tr class><td title=B>B</td><td>96</td><td><div class=bar style=width:84.2%> 27.0% </div></td></tr><tr class><td title=D>D</td><td>48</td><td><div class=bar style=width:42.1%> 13.5% </div></td></tr><tr class><td title=E>E</td><td>45</td><td><div class=bar style=width:39.5%> &nbsp; </div> 12.6% </td></tr><tr class><td title=A>A</td><td>22</td><td><div class=bar style=width:19.3%> &nbsp; </div> 6.2% </td></tr><tr class><td title=F>F</td><td>21</td><td><div class=bar style=width:18.4%> &nbsp; </div> 5.9% </td></tr><tr class><td title=G>G</td><td>9</td><td><div class=bar style=width:7.9%> &nbsp; </div> 2.5% </td></tr><tr class><td title=T>T</td><td>1</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.3% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3539840473575887385unicode--3539840473575887385blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>1103</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=C>C</td><td>114</td><td><div class=bar style=width:40.0%> &nbsp; </div> 10.3% </td></tr><tr class><td title=2>2</td><td>97</td><td><div class=bar style=width:34.0%> &nbsp; </div> 8.8% </td></tr><tr class><td title=B>B</td><td>96</td><td><div class=bar style=width:33.7%> &nbsp; </div> 8.7% </td></tr><tr class><td title=1>1</td><td>94</td><td><div class=bar style=width:33.0%> &nbsp; </div> 8.5% </td></tr><tr class><td title=3>3</td><td>87</td><td><div class=bar style=width:30.5%> &nbsp; </div> 7.9% </td></tr><tr class><td title=6>6</td><td>81</td><td><div class=bar style=width:28.4%> &nbsp; </div> 7.3% </td></tr><tr class><td title=5>5</td><td>79</td><td><div class=bar style=width:27.7%> &nbsp; </div> 7.2% </td></tr><tr class><td title=" "></td><td>61</td><td><div class=bar style=width:21.4%> &nbsp; </div> 5.5% </td></tr><tr class><td title=4>4</td><td>58</td><td><div class=bar style=width:20.4%> &nbsp; </div> 5.3% </td></tr><tr class><td title=8>8</td><td>51</td><td><div class=bar style=width:17.9%> &nbsp; </div> 4.6% </td></tr><tr class=other><td title="Other values (9)">Other values (9)</td><td>285</td><td><div class=bar style=width:100.0%> 25.8% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_3564229900655673117></a><div class=variable><div class=col-sm-3><p class=h4 title=Embarked><a href=#pp_var_3564229900655673117>Embarked</a><br><small>Categorical</small></p><code><abbr title="This variable has a high correlation with 1 fields: Pclass">HIGH CORRELATION</abbr></code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>3</td></tr><tr><th>Distinct (%)</th><td>0.2%</td></tr><tr><th>Missing</th><td>2</td></tr><tr><th>Missing (%)</th><td>0.2%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> S </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 914&nbsp; </div></td></tr><tr class><th width=50%> C </th><td width=50%><div class=bar style=width:29.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 270&nbsp; </div></td></tr><tr class><th width=50%> Q </th><td width=50%><div class=bar style=width:13.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 123&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-3564229900655673117, #minifreqtable3564229900655673117" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-3564229900655673117 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3564229900655673117bottom-3564229900655673117overview aria-controls=3564229900655673117bottom-3564229900655673117overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#3564229900655673117bottom-3564229900655673117string aria-controls=3564229900655673117bottom-3564229900655673117string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#3564229900655673117bottom-3564229900655673117word aria-controls=3564229900655673117bottom-3564229900655673117word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#3564229900655673117bottom-3564229900655673117characters aria-controls=3564229900655673117bottom-3564229900655673117characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3564229900655673117bottom-3564229900655673117overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>1</td></tr><tr><th>Median length</th><td>1</td></tr><tr><th>Mean length</th><td>1</td></tr><tr><th>Min length</th><td>1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>1307</td></tr><tr><th>Distinct characters</th><td>3</td></tr><tr><th>Distinct categories</th><td>1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>S</td></tr><tr><th>2nd row</th><td>S</td></tr><tr><th>3rd row</th><td>S</td></tr><tr><th>4th row</th><td>S</td></tr><tr><th>5th row</th><td>S</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117bottom-3564229900655673117string><div class=row><div class=col-sm-4><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S>S</td><td>914</td><td><div class=bar style=width:100.0%> 69.8% </div></td></tr><tr class><td title=C>C</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.6% </td></tr><tr class><td title=Q>Q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>2</td><td><div class=bar style=width:0.2%> &nbsp; </div> 0.2% </td></tr></tbody></table></div><div class=col-sm-4><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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| ""/></defs><use xlink:href=#ArialMT-51 /></g></g></g></g></g></svg></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117bottom-3564229900655673117word><div class=col-sm-12><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=s>s</td><td>914</td><td><div class=bar style=width:100.0%> 69.9% </div></td></tr><tr class><td title=c>c</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.7% </td></tr><tr class><td title=q>q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117bottom-3564229900655673117characters><div class=col-sm-12><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#3564229900655673117unicode-3564229900655673117characters aria-controls=3564229900655673117unicode-3564229900655673117characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#3564229900655673117unicode-3564229900655673117categories aria-controls=3564229900655673117unicode-3564229900655673117categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#3564229900655673117unicode-3564229900655673117scripts aria-controls=3564229900655673117unicode-3564229900655673117scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#3564229900655673117unicode-3564229900655673117blocks aria-controls=3564229900655673117unicode-3564229900655673117blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=3564229900655673117unicode-3564229900655673117characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S>S</td><td>914</td><td><div class=bar style=width:100.0%> 69.9% </div></td></tr><tr class><td title=C>C</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.7% </td></tr><tr class><td title=Q>Q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117unicode-3564229900655673117categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Uppercase Letter">Uppercase Letter</td><td>1307</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Uppercase Letter</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S>S</td><td>914</td><td><div class=bar style=width:100.0%> 69.9% </div></td></tr><tr class><td title=C>C</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.7% </td></tr><tr class><td title=Q>Q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117unicode-3564229900655673117scripts><div class="row named-list-item"><h4>Most occurring scripts</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=Latin>Latin</td><td>1307</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per script</h4><div class=row><div class=col-sm-6><h5><em>Latin</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S>S</td><td>914</td><td><div class=bar style=width:100.0%> 69.9% </div></td></tr><tr class><td title=C>C</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.7% </td></tr><tr class><td title=Q>Q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr></tbody></table></div></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=3564229900655673117unicode-3564229900655673117blocks><div class="row named-list-item"><h4>Most occurring blocks</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=ASCII>ASCII</td><td>1307</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per block</h4><div class=row><div class=col-sm-6><h5><em>ASCII</em></h5><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=S>S</td><td>914</td><td><div class=bar style=width:100.0%> 69.9% </div></td></tr><tr class><td title=C>C</td><td>270</td><td><div class=bar style=width:29.5%> &nbsp; </div> 20.7% </td></tr><tr class><td title=Q>Q</td><td>123</td><td><div class=bar style=width:13.5%> &nbsp; </div> 9.4% </td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_1744995237285011741></a><div class=variable><div class=col-sm-3><p class=h4 title=Survived><a href=#pp_var_1744995237285011741>Survived</a><br><small>Categorical</small></p><code><abbr title="This variable has a high correlation with 2 fields: Pclass, Age">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Sex">HIGH CORRELATION</abbr></code><br><code><abbr title="This variable has a high correlation with 1 fields: Sex">HIGH CORRELATION</abbr></code><br><p class=variable-description></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct</th><td>2</td></tr><tr><th>Distinct (%)</th><td>0.2%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Memory size</th><td>10.4 KiB</td></tr></tbody></table></div><div class=col-sm-6><div class="col-sm- collapse in" id=minifreqtable><table class="mini freq"><tr class><th width=50%> 0 </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 809&nbsp; </div></td></tr><tr class><th width=50%> 1 </th><td width=50%><div class=bar style=width:61.8% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 500&nbsp; </div></td></tr></table></div></div><div class="col-sm-12 text-right"><button class="btn btn-default btn-sm" data-toggle=collapse data-target="#bottom-1744995237285011741, #minifreqtable1744995237285011741" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-1744995237285011741 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#1744995237285011741bottom-1744995237285011741overview aria-controls=1744995237285011741bottom-1744995237285011741overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#1744995237285011741bottom-1744995237285011741string aria-controls=1744995237285011741bottom-1744995237285011741string role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#1744995237285011741bottom-1744995237285011741word aria-controls=1744995237285011741bottom-1744995237285011741word role=tab data-toggle=tab>Words</a></li><li role=presentation><a href=#1744995237285011741bottom-1744995237285011741characters aria-controls=1744995237285011741bottom-1744995237285011741characters role=tab data-toggle=tab>Characters</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1744995237285011741bottom-1744995237285011741overview><div class=row><div class=col-sm-3><p class=h4>Length</p><table class="table table-condensed stats"><tbody><tr><th>Max length</th><td>1</td></tr><tr><th>Median length</th><td>1</td></tr><tr><th>Mean length</th><td>1</td></tr><tr><th>Min length</th><td>1</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Characters and Unicode</p><table class="table table-condensed stats"><tbody><tr><th>Total characters</th><td>1309</td></tr><tr><th>Distinct characters</th><td>2</td></tr><tr><th>Distinct categories</th><td>1 <a title="Unicode categories (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_character_property#General_Category target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode categories (click for more information)">?</span></a></td></tr><tr><th>Distinct scripts</th><td>1 <a title="Unicode scripts (click for more information)" href=https://en.wikipedia.org/wiki/Script_(Unicode)#List_of_scripts_in_Unicode target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode scripts (click for more information)">?</span></a></td></tr><tr><th>Distinct blocks</th><td>1 <a title="Unicode blocks (click for more information)" href=https://en.wikipedia.org/wiki/Unicode_block target=_blank><span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="Unicode blocks (click for more information)">?</span></a></td></tr></tbody></table><div class="caption text-center text-muted"> The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. </div></div><div class=col-sm-3><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>0 <span class="badge pull-right" style=color:#fff;background-color:#337ab7; title="The number of unique values (all values that occur exactly once in the dataset).">?</span></td></tr><tr><th>Unique (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>1</td></tr><tr><th>2nd row</th><td>1</td></tr><tr><th>3rd row</th><td>0</td></tr><tr><th>4th row</th><td>0</td></tr><tr><th>5th row</th><td>0</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1744995237285011741bottom-1744995237285011741string><div class=row><div class=col-sm-4><h4>Common Values</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>809</td><td><div class=bar style=width:100.0%> 61.8% </div></td></tr><tr class><td title=1>1</td><td>500</td><td><div class=bar style=width:61.8%> 38.2% </div></td></tr></tbody></table></div><div class=col-sm-4><h4>Length</h4><?xml version="1.0" encoding="utf-8" standalone="no"?><!DOCTYPE svg class="img-responsive center-img"PUBLIC "-//W3C//DTD SVG 1.1//EN"\n", | |
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aria-controls=1744995237285011741unicode-1744995237285011741characters role=tab data-toggle=tab>Characters</a></li><li role=presentation><a href=#1744995237285011741unicode-1744995237285011741categories aria-controls=1744995237285011741unicode-1744995237285011741categories role=tab data-toggle=tab>Categories</a></li><li role=presentation><a href=#1744995237285011741unicode-1744995237285011741scripts aria-controls=1744995237285011741unicode-1744995237285011741scripts role=tab data-toggle=tab>Scripts</a></li><li role=presentation><a href=#1744995237285011741unicode-1744995237285011741blocks aria-controls=1744995237285011741unicode-1744995237285011741blocks role=tab data-toggle=tab>Blocks</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=1744995237285011741unicode-1744995237285011741characters><div class="row named-list-item"><h4>Most occurring characters</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title=0>0</td><td>809</td><td><div class=bar style=width:100.0%> 61.8% </div></td></tr><tr class><td title=1>1</td><td>500</td><td><div class=bar style=width:61.8%> 38.2% </div></td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=1744995237285011741unicode-1744995237285011741categories><div class="row named-list-item"><h4>Most occurring categories</h4><table class="freq table table-hover table-striped"><thead><tr><td>Value</td><td>Count</td><td>Frequency (%)</td></tr></thead><tbody><tr class><td title="Decimal Number">Decimal Number</td><td>1309</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div><div class="row named-list-item"><h4>Most frequent character per category</h4><div class=row><div class=col-sm-6><h5><em>Decimal Number</em></h5><table class="freq table table-hover 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