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November 22, 2021 06:50
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EDA - exported phone text data
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"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "view-in-github", | |
"colab_type": "text" | |
}, | |
"source": [ | |
"<a href=\"https://colab.research.google.com/gist/pszemraj/62d6bc952186d8fa13152e3824963a43/eda-exported-phone-text-data.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "kTqgr3Tp4kGF" | |
}, | |
"source": [ | |
"# EDA - exported phone text data\n", | |
"\n", | |
"- A notebook for exploring data structure of exported message files. This then may play into any adjustments made to the scripts in `parsing-messages`\n", | |
"- yes, the example is part of my texts with my mom." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "lIYdn1woOS1n" | |
}, | |
"source": [ | |
"%%capture \n", | |
"\n", | |
"!pip install -U pandas\n", | |
"!pip install -U pandas-profiling\n", | |
"from pandas_profiling import ProfileReport\n", | |
"\n", | |
"\n", | |
"import pandas as pd\n", | |
"import numpy as np" | |
], | |
"execution_count": null, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "ltClxvAoLTDf" | |
}, | |
"source": [ | |
"%%capture \n", | |
"\n", | |
"!pip install clean-text\n", | |
"!pip install -U unidecode\n", | |
"\n", | |
"from cleantext import clean" | |
], | |
"execution_count": null, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"cellView": "form", | |
"id": "dtLHZIBwUJXE" | |
}, | |
"source": [ | |
"dl_link = \"https://www.dropbox.com/s/ewbr4vpqhzd7p84/Messages%20-%20Momma%20Szemraj.csv?dl=1\" #@param {type:\"string\"}\n" | |
], | |
"execution_count": null, | |
"outputs": [] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "xK8gUdjm2xcU", | |
"colab": { | |
"base_uri": "https://localhost:8080/", | |
"height": 310 | |
}, | |
"outputId": "0a4d39b9-1aed-42d0-899b-5b4c2eb9ab02" | |
}, | |
"source": [ | |
"df = pd.read_csv(dl_link).convert_dtypes()\n", | |
"\n", | |
"df.head()" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"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>Chat Session</th>\n", | |
" <th>Message Date</th>\n", | |
" <th>Delivered Date</th>\n", | |
" <th>Read Date</th>\n", | |
" <th>Service</th>\n", | |
" <th>Type</th>\n", | |
" <th>Sender ID</th>\n", | |
" <th>Sender Name</th>\n", | |
" <th>Status</th>\n", | |
" <th>Replying to</th>\n", | |
" <th>Subject</th>\n", | |
" <th>Text</th>\n", | |
" <th>Attachment</th>\n", | |
" <th>Attachment type</th>\n", | |
" </tr>\n", | |
" </thead>\n", | |
" <tbody>\n", | |
" <tr>\n", | |
" <th>0</th>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>2020-02-10 20:04:42</td>\n", | |
" <td><NA></td>\n", | |
" <td>2020-02-10 20:09:41</td>\n", | |
" <td>SMS</td>\n", | |
" <td>Incoming</td>\n", | |
" <td>18476911653</td>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>Read</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>Get the supplement that Dad send you pictures....</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>1</th>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>2020-02-10 20:05:28</td>\n", | |
" <td><NA></td>\n", | |
" <td>2020-02-10 20:09:41</td>\n", | |
" <td>SMS</td>\n", | |
" <td>Incoming</td>\n", | |
" <td>18476911653</td>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>Read</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>It maybe a virus. Emilie had that went to see ...</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2</th>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>2020-02-10 20:06:36</td>\n", | |
" <td><NA></td>\n", | |
" <td>2020-02-10 20:09:41</td>\n", | |
" <td>SMS</td>\n", | |
" <td>Incoming</td>\n", | |
" <td>18476911653</td>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>Read</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>She was taking that liquid iron with B vitamins</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>3</th>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>2020-02-10 20:09:39</td>\n", | |
" <td><NA></td>\n", | |
" <td>2020-02-10 20:09:41</td>\n", | |
" <td>SMS</td>\n", | |
" <td>Incoming</td>\n", | |
" <td>18476911653</td>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>Read</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>Eat ramen with beef instead those salads</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>4</th>\n", | |
" <td>Momma Szemraj</td>\n", | |
" <td>2020-02-10 20:09:47</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>SMS</td>\n", | |
" <td>Outgoing</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>Sent</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" <td>Ok I will</td>\n", | |
" <td><NA></td>\n", | |
" <td><NA></td>\n", | |
" </tr>\n", | |
" </tbody>\n", | |
"</table>\n", | |
"</div>" | |
], | |
"text/plain": [ | |
" Chat Session Message Date ... Attachment Attachment type\n", | |
"0 Momma Szemraj 2020-02-10 20:04:42 ... <NA> <NA>\n", | |
"1 Momma Szemraj 2020-02-10 20:05:28 ... <NA> <NA>\n", | |
"2 Momma Szemraj 2020-02-10 20:06:36 ... <NA> <NA>\n", | |
"3 Momma Szemraj 2020-02-10 20:09:39 ... <NA> <NA>\n", | |
"4 Momma Szemraj 2020-02-10 20:09:47 ... <NA> <NA>\n", | |
"\n", | |
"[5 rows x 14 columns]" | |
] | |
}, | |
"metadata": {}, | |
"execution_count": 4 | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "1AzNC1HB4C40", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"outputId": "21a78da8-8a62-4e06-d61e-7c9f4d200b5e" | |
}, | |
"source": [ | |
"# data types etc\n", | |
"\n", | |
"df.info(verbose=True)" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"<class 'pandas.core.frame.DataFrame'>\n", | |
"RangeIndex: 219 entries, 0 to 218\n", | |
"Data columns (total 14 columns):\n", | |
" # Column Non-Null Count Dtype \n", | |
"--- ------ -------------- ----- \n", | |
" 0 Chat Session 219 non-null string\n", | |
" 1 Message Date 219 non-null string\n", | |
" 2 Delivered Date 5 non-null string\n", | |
" 3 Read Date 91 non-null string\n", | |
" 4 Service 219 non-null string\n", | |
" 5 Type 219 non-null string\n", | |
" 6 Sender ID 91 non-null Int64 \n", | |
" 7 Sender Name 91 non-null string\n", | |
" 8 Status 219 non-null string\n", | |
" 9 Replying to 0 non-null Int64 \n", | |
" 10 Subject 0 non-null Int64 \n", | |
" 11 Text 205 non-null string\n", | |
" 12 Attachment 15 non-null string\n", | |
" 13 Attachment type 15 non-null string\n", | |
"dtypes: Int64(3), string(11)\n", | |
"memory usage: 24.7 KB\n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "QgDwk5w6XmWk", | |
"outputId": "0378e8b6-dcb4-4549-c438-fc1049173da9" | |
}, | |
"source": [ | |
"df.dropna(axis=1, how='all', inplace=True)\n", | |
"df.nunique() " | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"data": { | |
"text/plain": [ | |
"Chat Session 1\n", | |
"Message Date 216\n", | |
"Delivered Date 4\n", | |
"Read Date 70\n", | |
"Service 1\n", | |
"Type 2\n", | |
"Sender ID 1\n", | |
"Sender Name 1\n", | |
"Status 2\n", | |
"Text 196\n", | |
"Attachment 13\n", | |
"Attachment type 3\n", | |
"dtype: int64" | |
] | |
}, | |
"metadata": {}, | |
"execution_count": 6 | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "8FOllUyKYsjs", | |
"outputId": "fd870971-52a6-49d0-e654-cfdfad28ab7b" | |
}, | |
"source": [ | |
"df[\"Type\"].value_counts()" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "execute_result", | |
"data": { | |
"text/plain": [ | |
"Outgoing 128\n", | |
"Incoming 91\n", | |
"Name: Type, dtype: Int64" | |
] | |
}, | |
"metadata": {}, | |
"execution_count": 7 | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"id": "SXyn6vDZcgb-", | |
"outputId": "ccf8c1a1-820b-4d6f-b25a-9e57bd56d8b2" | |
}, | |
"source": [ | |
"unique_statuses = list(df[\"Status\"].unique())\n", | |
"\n", | |
"print(\"The type is {} and the length is {}\".format(type(unique_statuses), \n", | |
" len(unique_statuses)))\n", | |
"import pprint as pp\n", | |
"pp.pprint(unique_statuses)" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"The type is <class 'list'> and the length is 2\n", | |
"['Read', 'Sent']\n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "hPSS0v3scdxH" | |
}, | |
"source": [ | |
"---\n" | |
] | |
}, | |
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"outputId": "e866b04f-3113-42a9-f41c-6f687f9d7979" | |
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"source": [ | |
"profile = ProfileReport(df, title=\"Pandas Profiling Report\", minimal=True,\n", | |
" dark_mode=True)\n", | |
"profile.to_notebook_iframe()" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
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"text/plain": [ | |
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"Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]" | |
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.glyphicon-chevron-right{position:absolute;top:50%;margin-top:-10px;z-index:5;display:inline-block}.carousel-control .icon-prev,.carousel-control .glyphicon-chevron-left{left:50%;margin-left:-10px}.carousel-control .icon-next,.carousel-control .glyphicon-chevron-right{right:50%;margin-right:-10px}.carousel-control .icon-prev,.carousel-control .icon-next{width:20px;height:20px;line-height:1;font-family:serif}.carousel-control .icon-prev:before{content:'\\2039'}.carousel-control .icon-next:before{content:'\\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;margin-left:-30%;padding-left:0;list-style:none;text-align:center}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;border:1px solid #ffffff;border-radius:10px;cursor:pointer;background-color:#000 \\9;background-color:rgba(0,0,0,0)}.carousel-indicators .active{margin:0;width:12px;height:12px;background-color:#ffffff}.carousel-caption{position:absolute;left:15%;right:15%;bottom:20px;z-index:10;padding-top:20px;padding-bottom:20px;color:#ffffff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,0.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-prev,.carousel-control .icon-next{width:30px;height:30px;margin-top:-10px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-10px}.carousel-caption{left:20%;right:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.clearfix:before,.clearfix:after,.dl-horizontal dd:before,.dl-horizontal dd:after,.container:before,.container:after,.container-fluid:before,.container-fluid:after,.row:before,.row:after,.form-horizontal 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!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none !important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-xs,.visible-sm,.visible-md,.visible-lg{display:none !important}.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block{display:none !important}@media (max-width:767px){.visible-xs{display:block !important}table.visible-xs{display:table !important}tr.visible-xs{display:table-row !important}th.visible-xs,td.visible-xs{display:table-cell !important}}@media (max-width:767px){.visible-xs-block{display:block !important}}@media (max-width:767px){.visible-xs-inline{display:inline !important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block !important}table.visible-sm{display:table !important}tr.visible-sm{display:table-row !important}th.visible-sm,td.visible-sm{display:table-cell !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block !important}table.visible-md{display:table !important}tr.visible-md{display:table-row !important}th.visible-md,td.visible-md{display:table-cell !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block !important}}@media (min-width:1200px){.visible-lg{display:block !important}table.visible-lg{display:table !important}tr.visible-lg{display:table-row !important}th.visible-lg,td.visible-lg{display:table-cell !important}}@media (min-width:1200px){.visible-lg-block{display:block !important}}@media (min-width:1200px){.visible-lg-inline{display:inline !important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block !important}}@media (max-width:767px){.hidden-xs{display:none !important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none !important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none !important}}@media (min-width:1200px){.hidden-lg{display:none !important}}.visible-print{display:none !important}@media print{.visible-print{display:block !important}table.visible-print{display:table !important}tr.visible-print{display:table-row 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.dropdown-toggle{-webkit-box-shadow:none;box-shadow:none}.text-primary,.text-primary:hover{color:#2c3e50}.text-success,.text-success:hover{color:#18bc9c}.text-danger,.text-danger:hover{color:#e74c3c}.text-warning,.text-warning:hover{color:#f39c12}.text-info,.text-info:hover{color:#3498db}table a:not(.btn),.table a:not(.btn){text-decoration:underline}table .dropdown-menu a,.table .dropdown-menu a{text-decoration:none}table .success,.table .success,table .warning,.table .warning,table .danger,.table .danger,table .info,.table .info{color:#fff}table .success>th>a,.table .success>th>a,table .warning>th>a,.table .warning>th>a,table .danger>th>a,.table .danger>th>a,table .info>th>a,.table .info>th>a,table .success>td>a,.table .success>td>a,table .warning>td>a,.table .warning>td>a,table .danger>td>a,.table .danger>td>a,table .info>td>a,.table .info>td>a,table .success>a,.table .success>a,table .warning>a,.table .warning>a,table .danger>a,.table .danger>a,table .info>a,.table .info>a{color:#fff}table>thead>tr>th,.table>thead>tr>th,table>tbody>tr>th,.table>tbody>tr>th,table>tfoot>tr>th,.table>tfoot>tr>th,table>thead>tr>td,.table>thead>tr>td,table>tbody>tr>td,.table>tbody>tr>td,table>tfoot>tr>td,.table>tfoot>tr>td{border:none}table-bordered>thead>tr>th,.table-bordered>thead>tr>th,table-bordered>tbody>tr>th,.table-bordered>tbody>tr>th,table-bordered>tfoot>tr>th,.table-bordered>tfoot>tr>th,table-bordered>thead>tr>td,.table-bordered>thead>tr>td,table-bordered>tbody>tr>td,.table-bordered>tbody>tr>td,table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>td{border:1px solid #ecf0f1}.form-control,input{border-width:2px;-webkit-box-shadow:none;box-shadow:none}.form-control:focus,input:focus{-webkit-box-shadow:none;box-shadow:none}.has-warning .help-block,.has-warning .control-label,.has-warning .radio,.has-warning .checkbox,.has-warning .radio-inline,.has-warning .checkbox-inline,.has-warning.radio label,.has-warning.checkbox label,.has-warning.radio-inline label,.has-warning.checkbox-inline label,.has-warning .form-control-feedback{color:#f39c12}.has-warning .form-control,.has-warning .form-control:focus{border:2px solid #f39c12}.has-warning .input-group-addon{border-color:#f39c12}.has-error .help-block,.has-error .control-label,.has-error .radio,.has-error .checkbox,.has-error .radio-inline,.has-error .checkbox-inline,.has-error.radio label,.has-error.checkbox label,.has-error.radio-inline label,.has-error.checkbox-inline label,.has-error .form-control-feedback{color:#e74c3c}.has-error .form-control,.has-error .form-control:focus{border:2px solid #e74c3c}.has-error .input-group-addon{border-color:#e74c3c}.has-success .help-block,.has-success .control-label,.has-success .radio,.has-success .checkbox,.has-success .radio-inline,.has-success .checkbox-inline,.has-success.radio label,.has-success.checkbox label,.has-success.radio-inline label,.has-success.checkbox-inline label,.has-success .form-control-feedback{color:#18bc9c}.has-success .form-control,.has-success .form-control:focus{border:2px solid #18bc9c}.has-success .input-group-addon{border-color:#18bc9c}.nav .open>a,.nav .open>a:hover,.nav .open>a:focus{border-color:transparent}.pager a,.pager a:hover{color:#fff}.pager .disabled>a,.pager .disabled>a:hover,.pager .disabled>a:focus,.pager .disabled>span{background-color:#3be6c4}.close{color:#fff;text-decoration:none;opacity:0.4}.close:hover,.close:focus{color:#fff;opacity:1}.alert .alert-link{color:#fff;text-decoration:underline}.progress{height:10px;-webkit-box-shadow:none;box-shadow:none}.progress .progress-bar{font-size:10px;line-height:10px}.well{-webkit-box-shadow:none;box-shadow:none}a.list-group-item.active,a.list-group-item.active:hover,a.list-group-item.active:focus{border-color:#ecf0f1}a.list-group-item-success.active{background-color:#18bc9c}a.list-group-item-success.active:hover,a.list-group-item-success.active:focus{background-color:#15a589}a.list-group-item-warning.active{background-color:#f39c12}a.list-group-item-warning.active:hover,a.list-group-item-warning.active:focus{background-color:#e08e0b}a.list-group-item-danger.active{background-color:#e74c3c}a.list-group-item-danger.active:hover,a.list-group-item-danger.active:focus{background-color:#e43725}.panel-default .close{color:#2c3e50}.modal .close{color:#2c3e50}.popover{color:#2c3e50} </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: #2c3e50;\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></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-alerts aria-controls=overview-alerts role=tab data-toggle=tab>Alerts <span class=badge>14</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>12</td></tr><tr><th>Number of observations</th><td>219</td></tr><tr><th>Missing cells</th><td>1020</td></tr><tr><th>Missing cells (%)</th><td>38.8%</td></tr><tr><th>Total size in memory</th><td>20.9 KiB</td></tr><tr><th>Average record size in memory</th><td>97.6 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>11</td></tr><tr><th>Numeric</th><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-alerts><table class="table table-condensed list-warnings"><p class=h4>Alerts</p><tr style=border-top:0><td><a class=anchor href=#pp_var_4804157529891957522><code>Chat Session</code></a> has constant value "Momma Szemraj" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-54132852308525936><code>Service</code></a> has constant value "SMS" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-1784665562393313091><code>Sender ID</code></a> has constant value "18476911653" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-6348197739078842372><code>Sender Name</code></a> has constant value "Momma Szemraj" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-3224351683203912879><code>Message Date</code></a> has a high cardinality: 216 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-176011833714678463><code>Read Date</code></a> has a high cardinality: 70 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_8348154810113191830><code>Text</code></a> has a high cardinality: 196 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-3727715294314778981><code>Delivered Date</code></a> has 214 (97.7%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-176011833714678463><code>Read Date</code></a> has 128 (58.4%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-1784665562393313091><code>Sender ID</code></a> has 128 (58.4%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-6348197739078842372><code>Sender Name</code></a> has 128 (58.4%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_8348154810113191830><code>Text</code></a> has 14 (6.4%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-5336508719617899228><code>Attachment</code></a> has 204 (93.2%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_4622165426496598360><code>Attachment type</code></a> has 204 (93.2%) missing values </td><td><span class="label label-info">Missing</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>2021-11-22 06:30:00.924013</td></tr><tr><th>Analysis finished</th><td>2021-11-22 06:30:01.151882</td></tr><tr><th>Duration</th><td>0.23 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v3.1.0</a></td></tr><tr><th>Download configuration</th><td><a download=config.json href="data:text/plain;charset=utf-8,%7B%22title%22%3A%20%22Pandas%20Profiling%20Report%22%2C%20%22dataset%22%3A%20%7B%22description%22%3A%20%22%22%2C%20%22creator%22%3A%20%22%22%2C%20%22author%22%3A%20%22%22%2C%20%22copyright_holder%22%3A%20%22%22%2C%20%22copyright_year%22%3A%20%22%22%2C%20%22url%22%3A%20%22%22%7D%2C%20%22variables%22%3A%20%7B%22descriptions%22%3A%20%7B%7D%7D%2C%20%22infer_dtypes%22%3A%20false%2C%20%22show_variable_description%22%3A%20true%2C%20%22pool_size%22%3A%200%2C%20%22progress_bar%22%3A%20true%2C%20%22vars%22%3A%20%7B%22num%22%3A%20%7B%22quantiles%22%3A%20%5B0.05%2C%200.25%2C%200.5%2C%200.75%2C%200.95%5D%2C%20%22skewness_threshold%22%3A%2020%2C%20%22low_categorical_threshold%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.0%7D%2C%20%22cat%22%3A%20%7B%22length%22%3A%20false%2C%20%22characters%22%3A%20false%2C%20%22words%22%3A%20false%2C%20%22cardinality_threshold%22%3A%2050%2C%20%22n_obs%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.0%2C%20%22coerce_str_to_date%22%3A%20false%2C%20%22redact%22%3A%20false%2C%20%22histogram_largest%22%3A%2010%7D%2C%20%22image%22%3A%20%7B%22active%22%3A%20false%2C%20%22exif%22%3A%20false%2C%20%22hash%22%3A%20false%7D%2C%20%22bool%22%3A%20%7B%22n_obs%22%3A%203%2C%20%22mappings%22%3A%20%7B%22t%22%3A%20true%2C%20%22f%22%3A%20false%2C%20%22True%22%3A%20true%2C%20%22False%22%3A%20false%2C%20%22y%22%3A%20true%2C%20%22n%22%3A%20false%7D%7D%2C%20%22path%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22file%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22url%22%3A%20%7B%22active%22%3A%20false%7D%7D%2C%20%22sort%22%3A%20null%2C%20%22missing_diagrams%22%3A%20%7B%22bar%22%3A%20false%2C%20%22matrix%22%3A%20false%2C%20%22heatmap%22%3A%20false%2C%20%22dendrogram%22%3A%20false%7D%2C%20%22correlations%22%3A%20%7B%22pearson%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%201%2C%20%22threshold%22%3A%200.9%7D%2C%20%22spearman%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22kendall%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22phi_k%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22cramers%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%201%2C%20%22threshold%22%3A%200.9%7D%7D%2C%20%22interactions%22%3A%20%7B%22continuous%22%3A%20false%2C%20%22targets%22%3A%20%5B%5D%7D%2C%20%22categorical_maximum_correlation_distinct%22%3A%20100%2C%20%22memory_deep%22%3A%20false%2C%20%22plot%22%3A%20%7B%22missing%22%3A%20%7B%22force_labels%22%3A%20true%2C%20%22cmap%22%3A%20%22RdBu%22%7D%2C%20%22image_format%22%3A%20%22svg%22%2C%20%22correlation%22%3A%20%7B%22cmap%22%3A%20%22RdBu%22%2C%20%22bad%22%3A%20%22%23000000%22%7D%2C%20%22dpi%22%3A%20800%2C%20%22histogram%22%3A%20%7B%22bins%22%3A%2050%2C%20%22max_bins%22%3A%20250%2C%20%22x_axis_labels%22%3A%20true%7D%2C%20%22scatter_threshold%22%3A%201000%2C%20%22pie%22%3A%20%7B%22max_unique%22%3A%200%7D%7D%2C%20%22duplicates%22%3A%20%7B%22head%22%3A%200%2C%20%22key%22%3A%20%22%23%20duplicates%22%7D%2C%20%22samples%22%3A%20%7B%22head%22%3A%200%2C%20%22tail%22%3A%200%2C%20%22random%22%3A%200%7D%2C%20%22reject_variables%22%3A%20true%2C%20%22n_obs_unique%22%3A%205%2C%20%22n_freq_table_max%22%3A%2010%2C%20%22n_extreme_obs%22%3A%205%2C%20%22report%22%3A%20%7B%22precision%22%3A%2010%7D%2C%20%22html%22%3A%20%7B%22style%22%3A%20%7B%22primary_color%22%3A%20%22%232c3e50%22%2C%20%22logo%22%3A%20%22%22%2C%20%22theme%22%3A%20%22flatly%22%7D%2C%20%22navbar_show%22%3A%20true%2C%20%22minify_html%22%3A%20true%2C%20%22use_local_assets%22%3A%20true%2C%20%22inline%22%3A%20true%2C%20%22assets_prefix%22%3A%20null%2C%20%22assets_path%22%3A%20null%2C%20%22full_width%22%3A%20false%7D%2C%20%22notebook%22%3A%20%7B%22iframe%22%3A%20%7B%22height%22%3A%20%22800px%22%2C%20%22width%22%3A%20%22100%25%22%2C%20%22attribute%22%3A%20%22srcdoc%22%7D%7D%7D">config.json</a></td></tr></tbody></table></div></div></div></div></div><div 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_4804157529891957522></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Chat Session"><a href=#pp_var_4804157529891957522>Chat Session</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>0.5%</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>1.8 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%> Momma Szemraj </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 219&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-4804157529891957522, #minifreqtable4804157529891957522" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-4804157529891957522 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4804157529891957522bottom-4804157529891957522overview aria-controls=4804157529891957522bottom-4804157529891957522overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4804157529891957522bottom-4804157529891957522string aria-controls=4804157529891957522bottom-4804157529891957522string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4804157529891957522bottom-4804157529891957522overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Momma Szemraj</td></tr><tr><th>2nd row</th><td>Momma Szemraj</td></tr><tr><th>3rd row</th><td>Momma Szemraj</td></tr><tr><th>4th row</th><td>Momma Szemraj</td></tr><tr><th>5th row</th><td>Momma Szemraj</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4804157529891957522bottom-4804157529891957522string><div class=row><div class=col-sm-12><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="Momma Szemraj">Momma Szemraj</td><td>219</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-3224351683203912879></a><div class=variable><div class=col-sm-3><p class=h4 title="Message Date"><a href=#pp_var_-3224351683203912879>Message Date</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</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>216</td></tr><tr><th>Distinct (%)</th><td>98.6%</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>1.8 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%> 2020-07-26 21:09:56 </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> 2 </td></tr><tr class><th width=50%> 2020-07-20 00:37:29 </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> 2 </td></tr><tr class><th width=50%> 2020-04-20 06:13:21 </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> 2 </td></tr><tr class><th width=50%> 2020-04-18 23:57:30 </th><td width=50%><div class=bar style=width:0.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> 2020-02-13 15:48:28 </th><td width=50%><div class=bar style=width:0.5% 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 (211) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 211&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--3224351683203912879, #minifreqtable-3224351683203912879" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--3224351683203912879 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3224351683203912879bottom--3224351683203912879overview aria-controls=-3224351683203912879bottom--3224351683203912879overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-3224351683203912879bottom--3224351683203912879string aria-controls=-3224351683203912879bottom--3224351683203912879string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3224351683203912879bottom--3224351683203912879overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>213 <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>97.3%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-10 20:04:42</td></tr><tr><th>2nd row</th><td>2020-02-10 20:05:28</td></tr><tr><th>3rd row</th><td>2020-02-10 20:06:36</td></tr><tr><th>4th row</th><td>2020-02-10 20:09:39</td></tr><tr><th>5th row</th><td>2020-02-10 20:09:47</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3224351683203912879bottom--3224351683203912879string><div class=row><div class=col-sm-12><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="2020-07-26 21:09:56">2020-07-26 21:09:56</td><td>2</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-07-20 00:37:29">2020-07-20 00:37:29</td><td>2</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-04-20 06:13:21">2020-04-20 06:13:21</td><td>2</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-04-18 23:57:30">2020-04-18 23:57:30</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-13 15:48:28">2020-02-13 15:48:28</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-13 03:46:00">2020-02-13 03:46:00</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:06:36">2020-02-10 20:06:36</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:39">2020-02-10 20:09:39</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:47">2020-02-10 20:09:47</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:53">2020-02-10 20:09:53</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (206)">Other values (206)</td><td>206</td><td><div class=bar style=width:100.0%> 94.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-3727715294314778981></a><div class=variable><div class=col-sm-3><p class=h4 title="Delivered Date"><a href=#pp_var_-3727715294314778981>Delivered Date</a><br><small>Categorical</small></p><code>MISSING</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>4</td></tr><tr><th>Distinct (%)</th><td>80.0%</td></tr><tr class=alert><th>Missing</th><td>214</td></tr><tr class=alert><th>Missing (%)</th><td>97.7%</td></tr><tr><th>Memory size</th><td>1.8 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%> 2020-07-20 00:52:57 </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 2&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 04:25:47 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 04:35:28 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 06:32:00 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&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--3727715294314778981, #minifreqtable-3727715294314778981" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--3727715294314778981 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3727715294314778981bottom--3727715294314778981overview aria-controls=-3727715294314778981bottom--3727715294314778981overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-3727715294314778981bottom--3727715294314778981string aria-controls=-3727715294314778981bottom--3727715294314778981string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3727715294314778981bottom--3727715294314778981overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>3 <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>60.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-20 04:25:47</td></tr><tr><th>2nd row</th><td>2020-02-20 04:35:28</td></tr><tr><th>3rd row</th><td>2020-02-20 06:32:00</td></tr><tr><th>4th row</th><td>2020-07-20 00:52:57</td></tr><tr><th>5th row</th><td>2020-07-20 00:52:57</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3727715294314778981bottom--3727715294314778981string><div class=row><div class=col-sm-12><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="2020-07-20 00:52:57">2020-07-20 00:52:57</td><td>2</td><td><div class=bar style=width:0.9%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-02-20 04:25:47">2020-02-20 04:25:47</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-20 04:35:28">2020-02-20 04:35:28</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-20 06:32:00">2020-02-20 06:32:00</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>214</td><td><div class=bar style=width:100.0%> 97.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-176011833714678463></a><div class=variable><div class=col-sm-3><p class=h4 title="Read Date"><a href=#pp_var_-176011833714678463>Read Date</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>MISSING</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>70</td></tr><tr><th>Distinct (%)</th><td>76.9%</td></tr><tr class=alert><th>Missing</th><td>128</td></tr><tr class=alert><th>Missing (%)</th><td>58.4%</td></tr><tr><th>Memory size</th><td>1.8 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%> 2020-02-10 20:09:41 </th><td width=50%><div class=bar style=width:5.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class><th width=50%> 2020-04-19 00:10:33 </th><td width=50%><div class=bar style=width:2.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-04-18 23:57:12 </th><td width=50%><div class=bar style=width:2.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-06-17 05:10:26 </th><td width=50%><div class=bar style=width:2.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-02-11 05:10:45 </th><td width=50%><div class=bar style=width:2.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class=other><th width=50%> Other values (65) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 79&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--176011833714678463, #minifreqtable-176011833714678463" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--176011833714678463 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-176011833714678463bottom--176011833714678463overview aria-controls=-176011833714678463bottom--176011833714678463overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-176011833714678463bottom--176011833714678463string aria-controls=-176011833714678463bottom--176011833714678463string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-176011833714678463bottom--176011833714678463overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>51 <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>56.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-10 20:09:41</td></tr><tr><th>2nd row</th><td>2020-02-10 20:09:41</td></tr><tr><th>3rd row</th><td>2020-02-10 20:09:41</td></tr><tr><th>4th row</th><td>2020-02-10 20:09:41</td></tr><tr><th>5th row</th><td>2020-02-10 20:21:32</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-176011833714678463bottom--176011833714678463string><div class=row><div class=col-sm-12><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="2020-02-10 20:09:41">2020-02-10 20:09:41</td><td>4</td><td><div class=bar style=width:3.1%> &nbsp; </div> 1.8% </td></tr><tr class><td title="2020-04-19 00:10:33">2020-04-19 00:10:33</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-04-18 23:57:12">2020-04-18 23:57:12</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-06-17 05:10:26">2020-06-17 05:10:26</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-02-11 05:10:45">2020-02-11 05:10:45</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-02-13 15:48:21">2020-02-13 15:48:21</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-08-15 02:53:38">2020-08-15 02:53:38</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-02-15 20:48:20">2020-02-15 20:48:20</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-06-19 20:34:47">2020-06-19 20:34:47</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class><td title="2020-05-29 01:58:06">2020-05-29 01:58:06</td><td>2</td><td><div class=bar style=width:1.6%> &nbsp; </div> 0.9% </td></tr><tr class=other><td title="Other values (60)">Other values (60)</td><td>69</td><td><div class=bar style=width:53.9%> 31.5% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>128</td><td><div class=bar style=width:100.0%> 58.4% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-54132852308525936></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title=Service><a href=#pp_var_-54132852308525936>Service</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>0.5%</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>1.8 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%> SMS </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 219&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--54132852308525936, #minifreqtable-54132852308525936" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--54132852308525936 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-54132852308525936bottom--54132852308525936overview aria-controls=-54132852308525936bottom--54132852308525936overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-54132852308525936bottom--54132852308525936string aria-controls=-54132852308525936bottom--54132852308525936string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-54132852308525936bottom--54132852308525936overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>SMS</td></tr><tr><th>2nd row</th><td>SMS</td></tr><tr><th>3rd row</th><td>SMS</td></tr><tr><th>4th row</th><td>SMS</td></tr><tr><th>5th row</th><td>SMS</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-54132852308525936bottom--54132852308525936string><div class=row><div class=col-sm-12><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=SMS>SMS</td><td>219</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_7237151232603684556></a><div class=variable><div class=col-sm-3><p class=h4 title=Type><a href=#pp_var_7237151232603684556>Type</a><br><small>Categorical</small></p><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>0.9%</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>1.8 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%> Outgoing </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 128&nbsp; </div></td></tr><tr class><th width=50%> Incoming </th><td width=50%><div class=bar style=width:71.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 91&nbsp; 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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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Incoming</td></tr><tr><th>2nd row</th><td>Incoming</td></tr><tr><th>3rd row</th><td>Incoming</td></tr><tr><th>4th row</th><td>Incoming</td></tr><tr><th>5th row</th><td>Outgoing</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7237151232603684556bottom-7237151232603684556string><div class=row><div class=col-sm-12><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=Outgoing>Outgoing</td><td>128</td><td><div class=bar style=width:100.0%> 58.4% </div></td></tr><tr class><td title=Incoming>Incoming</td><td>91</td><td><div class=bar style=width:71.1%> 41.6% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-1784665562393313091></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Sender ID"><a href=#pp_var_-1784665562393313091>Sender ID</a><br><small>Real number (&Ropf;<sub>&ge;0</sub>)</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>1.1%</td></tr><tr class=alert><th>Missing</th><td>128</td></tr><tr class=alert><th>Missing (%)</th><td>58.4%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite 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""/></g></g></g><defs><clippath id=pabc59786e4><rect height=224.515224 width=373.275 x=47.925 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=1) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091bottom--1784665562393313091common_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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>91</td><td><div class=bar style=width:71.1%> 41.6% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>128</td><td><div class=bar style=width:100.0%> 58.4% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091bottom--1784665562393313091extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1784665562393313091extreme_values--1784665562393313091firstn aria-controls=-1784665562393313091extreme_values--1784665562393313091firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-1784665562393313091extreme_values--1784665562393313091lastn aria-controls=-1784665562393313091extreme_values--1784665562393313091lastn 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=-1784665562393313091extreme_values--1784665562393313091firstn><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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>91</td><td><div class=bar style=width:100.0%> 41.6% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091extreme_values--1784665562393313091lastn><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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>91</td><td><div class=bar style=width:100.0%> 41.6% </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_-6348197739078842372></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Sender Name"><a href=#pp_var_-6348197739078842372>Sender Name</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>1.1%</td></tr><tr class=alert><th>Missing</th><td>128</td></tr><tr class=alert><th>Missing (%)</th><td>58.4%</td></tr><tr><th>Memory size</th><td>1.8 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%> Momma Szemraj </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 91&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--6348197739078842372, #minifreqtable-6348197739078842372" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--6348197739078842372 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6348197739078842372bottom--6348197739078842372overview aria-controls=-6348197739078842372bottom--6348197739078842372overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-6348197739078842372bottom--6348197739078842372string aria-controls=-6348197739078842372bottom--6348197739078842372string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6348197739078842372bottom--6348197739078842372overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Momma Szemraj</td></tr><tr><th>2nd row</th><td>Momma Szemraj</td></tr><tr><th>3rd row</th><td>Momma Szemraj</td></tr><tr><th>4th row</th><td>Momma Szemraj</td></tr><tr><th>5th row</th><td>Momma Szemraj</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6348197739078842372bottom--6348197739078842372string><div class=row><div class=col-sm-12><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="Momma Szemraj">Momma Szemraj</td><td>91</td><td><div class=bar style=width:71.1%> 41.6% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>128</td><td><div class=bar style=width:100.0%> 58.4% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-896435011355894827></a><div class=variable><div class=col-sm-3><p class=h4 title=Status><a href=#pp_var_-896435011355894827>Status</a><br><small>Categorical</small></p><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>0.9%</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>1.8 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%> Sent </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 128&nbsp; </div></td></tr><tr class><th width=50%> Read </th><td width=50%><div class=bar style=width:71.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 91&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--896435011355894827, #minifreqtable-896435011355894827" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--896435011355894827 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-896435011355894827bottom--896435011355894827overview aria-controls=-896435011355894827bottom--896435011355894827overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-896435011355894827bottom--896435011355894827string aria-controls=-896435011355894827bottom--896435011355894827string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-896435011355894827bottom--896435011355894827overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Read</td></tr><tr><th>2nd row</th><td>Read</td></tr><tr><th>3rd row</th><td>Read</td></tr><tr><th>4th row</th><td>Read</td></tr><tr><th>5th row</th><td>Sent</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-896435011355894827bottom--896435011355894827string><div class=row><div class=col-sm-12><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=Sent>Sent</td><td>128</td><td><div class=bar style=width:100.0%> 58.4% </div></td></tr><tr class><td title=Read>Read</td><td>91</td><td><div class=bar style=width:71.1%> 41.6% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_8348154810113191830></a><div class=variable><div class=col-sm-3><p class=h4 title=Text><a href=#pp_var_8348154810113191830>Text</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>MISSING</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>196</td></tr><tr><th>Distinct (%)</th><td>95.6%</td></tr><tr class=alert><th>Missing</th><td>14</td></tr><tr class=alert><th>Missing (%)</th><td>6.4%</td></tr><tr><th>Memory size</th><td>1.8 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%> Ok </th><td width=50%><div class=bar style=width:2.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class><th width=50%> 👍 </th><td width=50%><div class=bar style=width:1.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 3 </td></tr><tr class><th width=50%> Love you mom </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> How are you doing? </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> Love you </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class=other><th width=50%> Other values (191) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 192&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-8348154810113191830, #minifreqtable8348154810113191830" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-8348154810113191830 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#8348154810113191830bottom-8348154810113191830overview aria-controls=8348154810113191830bottom-8348154810113191830overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#8348154810113191830bottom-8348154810113191830string aria-controls=8348154810113191830bottom-8348154810113191830string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=8348154810113191830bottom-8348154810113191830overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>190 <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>92.7%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Get the supplement that Dad send you pictures. Get a steak and eat it all. You should eat once a week</td></tr><tr><th>2nd row</th><td>It maybe a virus. Emilie had that went to see Dr. Nelson did blood work and didn&#39;t show anything </td></tr><tr><th>3rd row</th><td>She was taking that liquid iron with B vitamins </td></tr><tr><th>4th row</th><td>Eat ramen with beef instead those salads</td></tr><tr><th>5th row</th><td>Ok I will </td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=8348154810113191830bottom-8348154810113191830string><div class=row><div class=col-sm-12><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=Ok>Ok</td><td>4</td><td><div class=bar style=width:2.2%> &nbsp; </div> 1.8% </td></tr><tr class><td title=👍>👍</td><td>3</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.4% </td></tr><tr class><td title="Love you mom ">Love you mom </td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.9% </td></tr><tr class><td title="How are you doing?">How are you doing?</td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.9% </td></tr><tr class><td title="Love you">Love you</td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.9% </td></tr><tr class><td title="Ok ">Ok </td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 0.9% </td></tr><tr class><td title="She was taking that liquid iron with B vitamins ">She was taking that liquid iron with B vitamins </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Did you get honey and spinach?">Did you get honey and spinach?</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Eat ramen with beef instead those salads">Eat ramen with beef instead those salads</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Ok I will ">Ok I will </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (186)">Other values (186)</td><td>186</td><td><div class=bar style=width:100.0%> 84.9% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>14</td><td><div class=bar style=width:7.5%> &nbsp; </div> 6.4% </td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-5336508719617899228></a><div class=variable><div class=col-sm-3><p class=h4 title=Attachment><a href=#pp_var_-5336508719617899228>Attachment</a><br><small>Categorical</small></p><code>MISSING</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>13</td></tr><tr><th>Distinct (%)</th><td>86.7%</td></tr><tr class=alert><th>Missing</th><td>204</td></tr><tr class=alert><th>Missing (%)</th><td>93.2%</td></tr><tr><th>Memory size</th><td>1.8 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%> part0.jpg </th><td width=50%><div class=bar style=width:37.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 3&nbsp; </div></td></tr><tr class><th width=50%> IMG_3511.HEIC </th><td width=50%><div class=bar style=width:12.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> Lucia Pasara.vcf </th><td width=50%><div class=bar style=width:12.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> IMG_4285.JPG </th><td width=50%><div class=bar style=width:12.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> IMG_9859.png </th><td width=50%><div class=bar style=width:12.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class=other><th width=50%> Other values (8) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 8&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--5336508719617899228, #minifreqtable-5336508719617899228" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--5336508719617899228 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-5336508719617899228bottom--5336508719617899228overview aria-controls=-5336508719617899228bottom--5336508719617899228overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-5336508719617899228bottom--5336508719617899228string aria-controls=-5336508719617899228bottom--5336508719617899228string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-5336508719617899228bottom--5336508719617899228overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>12 <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>80.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>IMG_3511.HEIC</td></tr><tr><th>2nd row</th><td>Lucia Pasara.vcf</td></tr><tr><th>3rd row</th><td>IMG_4285.JPG</td></tr><tr><th>4th row</th><td>IMG_9859.png</td></tr><tr><th>5th row</th><td>IMG_3185.HEIC</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5336508719617899228bottom--5336508719617899228string><div class=row><div class=col-sm-12><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=part0.jpg>part0.jpg</td><td>3</td><td><div class=bar style=width:1.5%> &nbsp; </div> 1.4% </td></tr><tr class><td title=IMG_3511.HEIC>IMG_3511.HEIC</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Lucia Pasara.vcf">Lucia Pasara.vcf</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=IMG_4285.JPG>IMG_4285.JPG</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=IMG_9859.png>IMG_9859.png</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=IMG_3185.HEIC>IMG_3185.HEIC</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="eTicket Itinerary and Receipt for Confirmation MYKRMP.png">eTicket Itinerary and Receipt for Confirmation MYKRMP.png</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=CL.loc.vcf>CL.loc.vcf</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Messages Image(1658321819).png.jpeg">Messages Image(1658321819).png.jpeg</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title=61738842537__4C64F2EB-D219-49DC-A8AC-A43EBD44E175.JPG>61738842537__4C64F2EB-D219-49DC-A8AC-A43EBD44E175.JPG</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (3)">Other values (3)</td><td>3</td><td><div class=bar style=width:1.5%> &nbsp; </div> 1.4% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>204</td><td><div class=bar style=width:100.0%> 93.2% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_4622165426496598360></a><div class=variable><div class=col-sm-3><p class=h4 title="Attachment type"><a href=#pp_var_4622165426496598360>Attachment type</a><br><small>Categorical</small></p><code>MISSING</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>20.0%</td></tr><tr class=alert><th>Missing</th><td>204</td></tr><tr class=alert><th>Missing (%)</th><td>93.2%</td></tr><tr><th>Memory size</th><td>1.8 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%> Image </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 12&nbsp; </div></td></tr><tr class><th width=50%> Attachment </th><td width=50%><div class=bar style=width:16.7% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 2&nbsp; </div></td></tr><tr class><th width=50%> Location </th><td width=50%><div class=bar style=width:8.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </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-4622165426496598360, #minifreqtable4622165426496598360" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-4622165426496598360 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4622165426496598360bottom-4622165426496598360overview aria-controls=4622165426496598360bottom-4622165426496598360overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4622165426496598360bottom-4622165426496598360string aria-controls=4622165426496598360bottom-4622165426496598360string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4622165426496598360bottom-4622165426496598360overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>1 <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>6.7%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Image</td></tr><tr><th>2nd row</th><td>Attachment</td></tr><tr><th>3rd row</th><td>Image</td></tr><tr><th>4th row</th><td>Image</td></tr><tr><th>5th row</th><td>Image</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4622165426496598360bottom-4622165426496598360string><div class=row><div class=col-sm-12><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=Image>Image</td><td>12</td><td><div class=bar style=width:5.9%> &nbsp; </div> 5.5% </td></tr><tr class><td title=Attachment>Attachment</td><td>2</td><td><div class=bar style=width:1.0%> &nbsp; </div> 0.9% </td></tr><tr class><td title=Location>Location</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>204</td><td><div class=bar style=width:100.0%> 93.2% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div><footer><div class=container-fluid><div class="row center-block footer-text"><p class="text-muted text-center">Report generated with <a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling</a>.</p></div></div></footer><script>\n", | |
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a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);if(c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),!c.isInStateTrue())return clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide()},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\\s?auto?\\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element&&e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);if(this.$element.trigger(g),!g.isDefaultPrevented())return f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=window.SVGElement&&c instanceof window.SVGElement,g=d?{top:0,left:0}:f?null:b.offset(),h={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},i=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,h,i,g)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null,a.$element=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var 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in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.7",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){\n", | |
"this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.7",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.7",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return e<c&&"top";if("bottom"==this.affixed)return null!=c?!(e+this.unpin<=f.top)&&"bottom":!(e+g<=a-d)&&"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&e<=c?"top":null!=d&&i+j>=a-d&&"bottom"},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery); </script><script>\n", | |
"$(function () {\n", | |
" $('[data-toggle="tooltip"]').tooltip();\n", | |
"});\n", | |
"\n", | |
"$("a[href^='#'].anchor").on('click', function (e) {\n", | |
"\n", | |
" // prevent default anchor click behavior\n", | |
" e.preventDefault();\n", | |
"\n", | |
" // store hash\n", | |
" var hash = this.hash;\n", | |
"\n", | |
" // animate\n", | |
" $('html, body').animate({\n", | |
" scrollTop: $(hash).offset().top\n", | |
" }, 300, function () {\n", | |
"\n", | |
" // when done, add hash to url\n", | |
" // (default click behaviour)\n", | |
" window.location.hash = hash;\n", | |
" });\n", | |
"\n", | |
"}); </script></body></html>\" frameborder=\"0\" allowfullscreen></iframe>" | |
], | |
"text/plain": [ | |
"<IPython.core.display.HTML object>" | |
] | |
}, | |
"metadata": {} | |
} | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "oxkGcErS5BZx" | |
}, | |
"source": [ | |
"# notes" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": { | |
"id": "9puXDDvd5DgS" | |
}, | |
"source": [ | |
"- filter out text=NA\n", | |
"- filter out texts that contain quotes \n", | |
"- filter out texts that contain \"an image\"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "De2eNKwuCXu6", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"outputId": "9a7dd8c1-51b4-4ead-baa8-dcc77d69077c" | |
}, | |
"source": [ | |
"import pprint as pp\n", | |
"\n", | |
"pp.pprint(list(df.columns))" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"['Chat Session',\n", | |
" 'Message Date',\n", | |
" 'Delivered Date',\n", | |
" 'Read Date',\n", | |
" 'Service',\n", | |
" 'Type',\n", | |
" 'Sender ID',\n", | |
" 'Sender Name',\n", | |
" 'Status',\n", | |
" 'Text',\n", | |
" 'Attachment',\n", | |
" 'Attachment type']\n" | |
] | |
} | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"metadata": { | |
"id": "YPcJfeSg5CVq", | |
"colab": { | |
"base_uri": "https://localhost:8080/" | |
}, | |
"outputId": "24362913-a3f2-4738-e172-4b107ce41595" | |
}, | |
"source": [ | |
"# clean_df = df.copy().convert_dtypes()\n", | |
"\n", | |
"# clean_df.dropna(subset=[\"Text\"], inplace=True)\n", | |
"clean_df = df[df.Text.notnull()]\n", | |
"clean_df = clean_df[~clean_df[\"Text\"].str.contains('\\n\"*.\"', na=False,\n", | |
" regex=False)]\n", | |
"clean_df = clean_df[~clean_df[\"Text\"].str.contains('an image',\n", | |
" na=False, regex=False)]\n", | |
"emote_words = [\"Liked\", \"Disliked\", \"Loved\", \"Emphasized\"]\n", | |
"del_rows = []\n", | |
"for index, row in clean_df.iterrows():\n", | |
"\n", | |
" if len(row[\"Text\"].split(\" \")) > 0:\n", | |
" first_word = row[\"Text\"].split(\" \")[0]\n", | |
" if any(substring in first_word for substring in emote_words):\n", | |
" del_rows.append(index)\n", | |
"\n", | |
"clean_df.drop(del_rows, axis=0, inplace=True)\n", | |
"clean_df.reset_index(drop=True, inplace=True)\n", | |
"clean_df.info(verbose=True)" | |
], | |
"execution_count": null, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"name": "stdout", | |
"text": [ | |
"<class 'pandas.core.frame.DataFrame'>\n", | |
"RangeIndex: 205 entries, 0 to 204\n", | |
"Data columns (total 12 columns):\n", | |
" # Column Non-Null Count Dtype \n", | |
"--- ------ -------------- ----- \n", | |
" 0 Chat Session 205 non-null string\n", | |
" 1 Message Date 205 non-null string\n", | |
" 2 Delivered Date 5 non-null string\n", | |
" 3 Read Date 88 non-null string\n", | |
" 4 Service 205 non-null string\n", | |
" 5 Type 205 non-null string\n", | |
" 6 Sender ID 88 non-null Int64 \n", | |
" 7 Sender Name 88 non-null string\n", | |
" 8 Status 205 non-null string\n", | |
" 9 Text 205 non-null string\n", | |
" 10 Attachment 1 non-null string\n", | |
" 11 Attachment type 1 non-null string\n", | |
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"id": "SLA-iMZiDqjN", | |
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"fixedprof = ProfileReport(clean_df, title=\"Cleaned Profiling Report\",\n", | |
" minimal=True,\n", | |
" dark_mode=True)\n", | |
"fixedprof.to_notebook_iframe()" | |
], | |
"execution_count": null, | |
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.glyphicon-chevron-right{position:absolute;top:50%;margin-top:-10px;z-index:5;display:inline-block}.carousel-control .icon-prev,.carousel-control .glyphicon-chevron-left{left:50%;margin-left:-10px}.carousel-control .icon-next,.carousel-control .glyphicon-chevron-right{right:50%;margin-right:-10px}.carousel-control .icon-prev,.carousel-control .icon-next{width:20px;height:20px;line-height:1;font-family:serif}.carousel-control .icon-prev:before{content:'\\2039'}.carousel-control .icon-next:before{content:'\\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;margin-left:-30%;padding-left:0;list-style:none;text-align:center}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;border:1px solid #ffffff;border-radius:10px;cursor:pointer;background-color:#000 \\9;background-color:rgba(0,0,0,0)}.carousel-indicators .active{margin:0;width:12px;height:12px;background-color:#ffffff}.carousel-caption{position:absolute;left:15%;right:15%;bottom:20px;z-index:10;padding-top:20px;padding-bottom:20px;color:#ffffff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,0.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-prev,.carousel-control .icon-next{width:30px;height:30px;margin-top:-10px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-10px}.carousel-caption{left:20%;right:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.clearfix:before,.clearfix:after,.dl-horizontal dd:before,.dl-horizontal dd:after,.container:before,.container:after,.container-fluid:before,.container-fluid:after,.row:before,.row:after,.form-horizontal 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!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none !important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-xs,.visible-sm,.visible-md,.visible-lg{display:none !important}.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block{display:none !important}@media (max-width:767px){.visible-xs{display:block !important}table.visible-xs{display:table !important}tr.visible-xs{display:table-row !important}th.visible-xs,td.visible-xs{display:table-cell !important}}@media (max-width:767px){.visible-xs-block{display:block !important}}@media (max-width:767px){.visible-xs-inline{display:inline !important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block !important}table.visible-sm{display:table !important}tr.visible-sm{display:table-row !important}th.visible-sm,td.visible-sm{display:table-cell !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline !important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block !important}table.visible-md{display:table !important}tr.visible-md{display:table-row !important}th.visible-md,td.visible-md{display:table-cell !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline !important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block !important}}@media (min-width:1200px){.visible-lg{display:block !important}table.visible-lg{display:table !important}tr.visible-lg{display:table-row !important}th.visible-lg,td.visible-lg{display:table-cell !important}}@media (min-width:1200px){.visible-lg-block{display:block !important}}@media (min-width:1200px){.visible-lg-inline{display:inline !important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block !important}}@media (max-width:767px){.hidden-xs{display:none !important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none !important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none !important}}@media (min-width:1200px){.hidden-lg{display:none !important}}.visible-print{display:none !important}@media print{.visible-print{display:block !important}table.visible-print{display:table !important}tr.visible-print{display:table-row 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.dropdown-toggle{-webkit-box-shadow:none;box-shadow:none}.text-primary,.text-primary:hover{color:#2c3e50}.text-success,.text-success:hover{color:#18bc9c}.text-danger,.text-danger:hover{color:#e74c3c}.text-warning,.text-warning:hover{color:#f39c12}.text-info,.text-info:hover{color:#3498db}table a:not(.btn),.table a:not(.btn){text-decoration:underline}table .dropdown-menu a,.table .dropdown-menu a{text-decoration:none}table .success,.table .success,table .warning,.table .warning,table .danger,.table .danger,table .info,.table .info{color:#fff}table .success>th>a,.table .success>th>a,table .warning>th>a,.table .warning>th>a,table .danger>th>a,.table .danger>th>a,table .info>th>a,.table .info>th>a,table .success>td>a,.table .success>td>a,table .warning>td>a,.table .warning>td>a,table .danger>td>a,.table .danger>td>a,table .info>td>a,.table .info>td>a,table .success>a,.table .success>a,table .warning>a,.table .warning>a,table .danger>a,.table .danger>a,table .info>a,.table .info>a{color:#fff}table>thead>tr>th,.table>thead>tr>th,table>tbody>tr>th,.table>tbody>tr>th,table>tfoot>tr>th,.table>tfoot>tr>th,table>thead>tr>td,.table>thead>tr>td,table>tbody>tr>td,.table>tbody>tr>td,table>tfoot>tr>td,.table>tfoot>tr>td{border:none}table-bordered>thead>tr>th,.table-bordered>thead>tr>th,table-bordered>tbody>tr>th,.table-bordered>tbody>tr>th,table-bordered>tfoot>tr>th,.table-bordered>tfoot>tr>th,table-bordered>thead>tr>td,.table-bordered>thead>tr>td,table-bordered>tbody>tr>td,.table-bordered>tbody>tr>td,table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>td{border:1px solid #ecf0f1}.form-control,input{border-width:2px;-webkit-box-shadow:none;box-shadow:none}.form-control:focus,input:focus{-webkit-box-shadow:none;box-shadow:none}.has-warning .help-block,.has-warning .control-label,.has-warning .radio,.has-warning .checkbox,.has-warning .radio-inline,.has-warning .checkbox-inline,.has-warning.radio label,.has-warning.checkbox label,.has-warning.radio-inline label,.has-warning.checkbox-inline label,.has-warning .form-control-feedback{color:#f39c12}.has-warning .form-control,.has-warning .form-control:focus{border:2px solid #f39c12}.has-warning .input-group-addon{border-color:#f39c12}.has-error .help-block,.has-error .control-label,.has-error .radio,.has-error .checkbox,.has-error .radio-inline,.has-error .checkbox-inline,.has-error.radio label,.has-error.checkbox label,.has-error.radio-inline label,.has-error.checkbox-inline label,.has-error .form-control-feedback{color:#e74c3c}.has-error .form-control,.has-error .form-control:focus{border:2px solid #e74c3c}.has-error .input-group-addon{border-color:#e74c3c}.has-success .help-block,.has-success .control-label,.has-success .radio,.has-success .checkbox,.has-success .radio-inline,.has-success .checkbox-inline,.has-success.radio label,.has-success.checkbox label,.has-success.radio-inline label,.has-success.checkbox-inline label,.has-success .form-control-feedback{color:#18bc9c}.has-success .form-control,.has-success .form-control:focus{border:2px solid #18bc9c}.has-success .input-group-addon{border-color:#18bc9c}.nav .open>a,.nav .open>a:hover,.nav .open>a:focus{border-color:transparent}.pager a,.pager a:hover{color:#fff}.pager .disabled>a,.pager .disabled>a:hover,.pager .disabled>a:focus,.pager .disabled>span{background-color:#3be6c4}.close{color:#fff;text-decoration:none;opacity:0.4}.close:hover,.close:focus{color:#fff;opacity:1}.alert .alert-link{color:#fff;text-decoration:underline}.progress{height:10px;-webkit-box-shadow:none;box-shadow:none}.progress .progress-bar{font-size:10px;line-height:10px}.well{-webkit-box-shadow:none;box-shadow:none}a.list-group-item.active,a.list-group-item.active:hover,a.list-group-item.active:focus{border-color:#ecf0f1}a.list-group-item-success.active{background-color:#18bc9c}a.list-group-item-success.active:hover,a.list-group-item-success.active:focus{background-color:#15a589}a.list-group-item-warning.active{background-color:#f39c12}a.list-group-item-warning.active:hover,a.list-group-item-warning.active:focus{background-color:#e08e0b}a.list-group-item-danger.active{background-color:#e74c3c}a.list-group-item-danger.active:hover,a.list-group-item-danger.active:focus{background-color:#e43725}.panel-default .close{color:#2c3e50}.modal .close{color:#2c3e50}.popover{color:#2c3e50} </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: #2c3e50;\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>Cleaned 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></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-alerts aria-controls=overview-alerts role=tab data-toggle=tab>Alerts <span class=badge>16</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>12</td></tr><tr><th>Number of observations</th><td>205</td></tr><tr><th>Missing cells</th><td>959</td></tr><tr><th>Missing cells (%)</th><td>39.0%</td></tr><tr><th>Total size in memory</th><td>19.5 KiB</td></tr><tr><th>Average record size in memory</th><td>97.6 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>11</td></tr><tr><th>Numeric</th><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-alerts><table class="table table-condensed list-warnings"><p class=h4>Alerts</p><tr style=border-top:0><td><a class=anchor href=#pp_var_4804157529891957522><code>Chat Session</code></a> has constant value "Momma Szemraj" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-54132852308525936><code>Service</code></a> has constant value "SMS" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-1784665562393313091><code>Sender ID</code></a> has constant value "18476911653" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-6348197739078842372><code>Sender Name</code></a> has constant value "Momma Szemraj" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-5336508719617899228><code>Attachment</code></a> has constant value "CL.loc.vcf" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_4622165426496598360><code>Attachment type</code></a> has constant value "Location" </td><td><span class="label label-warning">Constant</span></td></tr><tr><td><a class=anchor href=#pp_var_-3224351683203912879><code>Message Date</code></a> has a high cardinality: 205 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-176011833714678463><code>Read Date</code></a> has a high cardinality: 68 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_8348154810113191830><code>Text</code></a> has a high cardinality: 196 distinct values </td><td><span class="label label-primary">High cardinality</span></td></tr><tr><td><a class=anchor href=#pp_var_-3727715294314778981><code>Delivered Date</code></a> has 200 (97.6%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-176011833714678463><code>Read Date</code></a> has 117 (57.1%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-1784665562393313091><code>Sender ID</code></a> has 117 (57.1%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-6348197739078842372><code>Sender Name</code></a> has 117 (57.1%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-5336508719617899228><code>Attachment</code></a> has 204 (99.5%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_4622165426496598360><code>Attachment type</code></a> has 204 (99.5%) missing values </td><td><span class="label label-info">Missing</span></td></tr><tr><td><a class=anchor href=#pp_var_-3224351683203912879><code>Message Date</code></a> has unique values </td><td><span class="label label-primary">Unique</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>2021-11-22 06:30:02.311748</td></tr><tr><th>Analysis finished</th><td>2021-11-22 06:30:02.540493</td></tr><tr><th>Duration</th><td>0.23 seconds</td></tr><tr><th>Software version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v3.1.0</a></td></tr><tr><th>Download configuration</th><td><a download=config.json href="data:text/plain;charset=utf-8,%7B%22title%22%3A%20%22Cleaned%20Profiling%20Report%22%2C%20%22dataset%22%3A%20%7B%22description%22%3A%20%22%22%2C%20%22creator%22%3A%20%22%22%2C%20%22author%22%3A%20%22%22%2C%20%22copyright_holder%22%3A%20%22%22%2C%20%22copyright_year%22%3A%20%22%22%2C%20%22url%22%3A%20%22%22%7D%2C%20%22variables%22%3A%20%7B%22descriptions%22%3A%20%7B%7D%7D%2C%20%22infer_dtypes%22%3A%20false%2C%20%22show_variable_description%22%3A%20true%2C%20%22pool_size%22%3A%200%2C%20%22progress_bar%22%3A%20true%2C%20%22vars%22%3A%20%7B%22num%22%3A%20%7B%22quantiles%22%3A%20%5B0.05%2C%200.25%2C%200.5%2C%200.75%2C%200.95%5D%2C%20%22skewness_threshold%22%3A%2020%2C%20%22low_categorical_threshold%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.0%7D%2C%20%22cat%22%3A%20%7B%22length%22%3A%20false%2C%20%22characters%22%3A%20false%2C%20%22words%22%3A%20false%2C%20%22cardinality_threshold%22%3A%2050%2C%20%22n_obs%22%3A%205%2C%20%22chi_squared_threshold%22%3A%200.0%2C%20%22coerce_str_to_date%22%3A%20false%2C%20%22redact%22%3A%20false%2C%20%22histogram_largest%22%3A%2010%7D%2C%20%22image%22%3A%20%7B%22active%22%3A%20false%2C%20%22exif%22%3A%20false%2C%20%22hash%22%3A%20false%7D%2C%20%22bool%22%3A%20%7B%22n_obs%22%3A%203%2C%20%22mappings%22%3A%20%7B%22t%22%3A%20true%2C%20%22f%22%3A%20false%2C%20%22True%22%3A%20true%2C%20%22False%22%3A%20false%2C%20%22y%22%3A%20true%2C%20%22n%22%3A%20false%7D%7D%2C%20%22path%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22file%22%3A%20%7B%22active%22%3A%20false%7D%2C%20%22url%22%3A%20%7B%22active%22%3A%20false%7D%7D%2C%20%22sort%22%3A%20null%2C%20%22missing_diagrams%22%3A%20%7B%22bar%22%3A%20false%2C%20%22matrix%22%3A%20false%2C%20%22heatmap%22%3A%20false%2C%20%22dendrogram%22%3A%20false%7D%2C%20%22correlations%22%3A%20%7B%22pearson%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%201%2C%20%22threshold%22%3A%200.9%7D%2C%20%22spearman%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22kendall%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22phi_k%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%200%2C%20%22threshold%22%3A%200.9%7D%2C%20%22cramers%22%3A%20%7B%22key%22%3A%20%22%22%2C%20%22calculate%22%3A%20false%2C%20%22warn_high_correlations%22%3A%201%2C%20%22threshold%22%3A%200.9%7D%7D%2C%20%22interactions%22%3A%20%7B%22continuous%22%3A%20false%2C%20%22targets%22%3A%20%5B%5D%7D%2C%20%22categorical_maximum_correlation_distinct%22%3A%20100%2C%20%22memory_deep%22%3A%20false%2C%20%22plot%22%3A%20%7B%22missing%22%3A%20%7B%22force_labels%22%3A%20true%2C%20%22cmap%22%3A%20%22RdBu%22%7D%2C%20%22image_format%22%3A%20%22svg%22%2C%20%22correlation%22%3A%20%7B%22cmap%22%3A%20%22RdBu%22%2C%20%22bad%22%3A%20%22%23000000%22%7D%2C%20%22dpi%22%3A%20800%2C%20%22histogram%22%3A%20%7B%22bins%22%3A%2050%2C%20%22max_bins%22%3A%20250%2C%20%22x_axis_labels%22%3A%20true%7D%2C%20%22scatter_threshold%22%3A%201000%2C%20%22pie%22%3A%20%7B%22max_unique%22%3A%200%7D%7D%2C%20%22duplicates%22%3A%20%7B%22head%22%3A%200%2C%20%22key%22%3A%20%22%23%20duplicates%22%7D%2C%20%22samples%22%3A%20%7B%22head%22%3A%200%2C%20%22tail%22%3A%200%2C%20%22random%22%3A%200%7D%2C%20%22reject_variables%22%3A%20true%2C%20%22n_obs_unique%22%3A%205%2C%20%22n_freq_table_max%22%3A%2010%2C%20%22n_extreme_obs%22%3A%205%2C%20%22report%22%3A%20%7B%22precision%22%3A%2010%7D%2C%20%22html%22%3A%20%7B%22style%22%3A%20%7B%22primary_color%22%3A%20%22%232c3e50%22%2C%20%22logo%22%3A%20%22%22%2C%20%22theme%22%3A%20%22flatly%22%7D%2C%20%22navbar_show%22%3A%20true%2C%20%22minify_html%22%3A%20true%2C%20%22use_local_assets%22%3A%20true%2C%20%22inline%22%3A%20true%2C%20%22assets_prefix%22%3A%20null%2C%20%22assets_path%22%3A%20null%2C%20%22full_width%22%3A%20false%7D%2C%20%22notebook%22%3A%20%7B%22iframe%22%3A%20%7B%22height%22%3A%20%22800px%22%2C%20%22width%22%3A%20%22100%25%22%2C%20%22attribute%22%3A%20%22srcdoc%22%7D%7D%7D">config.json</a></td></tr></tbody></table></div></div></div></div></div><div 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_4804157529891957522></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Chat Session"><a href=#pp_var_4804157529891957522>Chat Session</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>0.5%</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>1.7 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%> Momma Szemraj </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 205&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-4804157529891957522, #minifreqtable4804157529891957522" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-4804157529891957522 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4804157529891957522bottom-4804157529891957522overview aria-controls=4804157529891957522bottom-4804157529891957522overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4804157529891957522bottom-4804157529891957522string aria-controls=4804157529891957522bottom-4804157529891957522string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4804157529891957522bottom-4804157529891957522overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Momma Szemraj</td></tr><tr><th>2nd row</th><td>Momma Szemraj</td></tr><tr><th>3rd row</th><td>Momma Szemraj</td></tr><tr><th>4th row</th><td>Momma Szemraj</td></tr><tr><th>5th row</th><td>Momma Szemraj</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4804157529891957522bottom-4804157529891957522string><div class=row><div class=col-sm-12><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="Momma Szemraj">Momma Szemraj</td><td>205</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-3224351683203912879></a><div class=variable><div class=col-sm-3><p class=h4 title="Message Date"><a href=#pp_var_-3224351683203912879>Message Date</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>UNIQUE</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>205</td></tr><tr class=alert><th>Distinct (%)</th><td>100.0%</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>1.7 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%> 2020-02-10 20:04:42 </th><td width=50%><div class=bar style=width:0.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> 2020-02-11 05:08:53 </th><td width=50%><div class=bar style=width:0.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> 2020-02-10 20:06:36 </th><td width=50%><div class=bar style=width:0.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> 2020-02-10 20:09:39 </th><td width=50%><div class=bar style=width:0.5% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 1 </td></tr><tr class><th width=50%> 2020-02-10 20:09:47 </th><td width=50%><div class=bar style=width:0.5% 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 (200) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 200&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--3224351683203912879, #minifreqtable-3224351683203912879" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--3224351683203912879 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3224351683203912879bottom--3224351683203912879overview aria-controls=-3224351683203912879bottom--3224351683203912879overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-3224351683203912879bottom--3224351683203912879string aria-controls=-3224351683203912879bottom--3224351683203912879string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3224351683203912879bottom--3224351683203912879overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr class=alert><th>Unique</th><td>205 <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 class=alert><th>Unique (%)</th><td>100.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-10 20:04:42</td></tr><tr><th>2nd row</th><td>2020-02-10 20:05:28</td></tr><tr><th>3rd row</th><td>2020-02-10 20:06:36</td></tr><tr><th>4th row</th><td>2020-02-10 20:09:39</td></tr><tr><th>5th row</th><td>2020-02-10 20:09:47</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3224351683203912879bottom--3224351683203912879string><div class=row><div class=col-sm-12><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="2020-02-10 20:04:42">2020-02-10 20:04:42</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-11 05:08:53">2020-02-11 05:08:53</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:06:36">2020-02-10 20:06:36</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:39">2020-02-10 20:09:39</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:47">2020-02-10 20:09:47</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:09:53">2020-02-10 20:09:53</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:10:10">2020-02-10 20:10:10</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:10:15">2020-02-10 20:10:15</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:19:26">2020-02-10 20:19:26</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-10 20:22:11">2020-02-10 20:22:11</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (195)">Other values (195)</td><td>195</td><td><div class=bar style=width:100.0%> 95.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-3727715294314778981></a><div class=variable><div class=col-sm-3><p class=h4 title="Delivered Date"><a href=#pp_var_-3727715294314778981>Delivered Date</a><br><small>Categorical</small></p><code>MISSING</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>4</td></tr><tr><th>Distinct (%)</th><td>80.0%</td></tr><tr class=alert><th>Missing</th><td>200</td></tr><tr class=alert><th>Missing (%)</th><td>97.6%</td></tr><tr><th>Memory size</th><td>1.7 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%> 2020-07-20 00:52:57 </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 2&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 04:25:47 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 04:35:28 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&nbsp; </div></td></tr><tr class><th width=50%> 2020-02-20 06:32:00 </th><td width=50%><div class=bar style=width:50.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&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--3727715294314778981, #minifreqtable-3727715294314778981" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--3727715294314778981 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-3727715294314778981bottom--3727715294314778981overview aria-controls=-3727715294314778981bottom--3727715294314778981overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-3727715294314778981bottom--3727715294314778981string aria-controls=-3727715294314778981bottom--3727715294314778981string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-3727715294314778981bottom--3727715294314778981overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>3 <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>60.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-20 04:25:47</td></tr><tr><th>2nd row</th><td>2020-02-20 04:35:28</td></tr><tr><th>3rd row</th><td>2020-02-20 06:32:00</td></tr><tr><th>4th row</th><td>2020-07-20 00:52:57</td></tr><tr><th>5th row</th><td>2020-07-20 00:52:57</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-3727715294314778981bottom--3727715294314778981string><div class=row><div class=col-sm-12><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="2020-07-20 00:52:57">2020-07-20 00:52:57</td><td>2</td><td><div class=bar style=width:1.0%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-02-20 04:25:47">2020-02-20 04:25:47</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-20 04:35:28">2020-02-20 04:35:28</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="2020-02-20 06:32:00">2020-02-20 06:32:00</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>200</td><td><div class=bar style=width:100.0%> 97.6% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-176011833714678463></a><div class=variable><div class=col-sm-3><p class=h4 title="Read Date"><a href=#pp_var_-176011833714678463>Read Date</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</code><br><code>MISSING</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>68</td></tr><tr><th>Distinct (%)</th><td>77.3%</td></tr><tr class=alert><th>Missing</th><td>117</td></tr><tr class=alert><th>Missing (%)</th><td>57.1%</td></tr><tr><th>Memory size</th><td>1.7 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%> 2020-02-10 20:09:41 </th><td width=50%><div class=bar style=width:5.3% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class><th width=50%> 2020-04-06 01:55:43 </th><td width=50%><div class=bar style=width:2.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-02-13 15:48:21 </th><td width=50%><div class=bar style=width:2.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-02-11 05:10:45 </th><td width=50%><div class=bar style=width:2.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> 2020-08-15 02:53:38 </th><td width=50%><div class=bar style=width:2.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class=other><th width=50%> Other values (63) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 76&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--176011833714678463, #minifreqtable-176011833714678463" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--176011833714678463 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-176011833714678463bottom--176011833714678463overview aria-controls=-176011833714678463bottom--176011833714678463overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-176011833714678463bottom--176011833714678463string aria-controls=-176011833714678463bottom--176011833714678463string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-176011833714678463bottom--176011833714678463overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>50 <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>56.8%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>2020-02-10 20:09:41</td></tr><tr><th>2nd row</th><td>2020-02-10 20:09:41</td></tr><tr><th>3rd row</th><td>2020-02-10 20:09:41</td></tr><tr><th>4th row</th><td>2020-02-10 20:09:41</td></tr><tr><th>5th row</th><td>2020-02-10 20:21:32</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-176011833714678463bottom--176011833714678463string><div class=row><div class=col-sm-12><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="2020-02-10 20:09:41">2020-02-10 20:09:41</td><td>4</td><td><div class=bar style=width:3.4%> &nbsp; </div> 2.0% </td></tr><tr class><td title="2020-04-06 01:55:43">2020-04-06 01:55:43</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-02-13 15:48:21">2020-02-13 15:48:21</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-02-11 05:10:45">2020-02-11 05:10:45</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-08-15 02:53:38">2020-08-15 02:53:38</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-06-17 00:52:08">2020-06-17 00:52:08</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-07-27 01:14:04">2020-07-27 01:14:04</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-07-20 00:52:57">2020-07-20 00:52:57</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-06-26 23:38:54">2020-06-26 23:38:54</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class><td title="2020-02-15 20:48:20">2020-02-15 20:48:20</td><td>2</td><td><div class=bar style=width:1.7%> &nbsp; </div> 1.0% </td></tr><tr class=other><td title="Other values (58)">Other values (58)</td><td>66</td><td><div class=bar style=width:56.4%> 32.2% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>117</td><td><div class=bar style=width:100.0%> 57.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-54132852308525936></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title=Service><a href=#pp_var_-54132852308525936>Service</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>0.5%</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>1.7 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%> SMS </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 205&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--54132852308525936, #minifreqtable-54132852308525936" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--54132852308525936 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-54132852308525936bottom--54132852308525936overview aria-controls=-54132852308525936bottom--54132852308525936overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-54132852308525936bottom--54132852308525936string aria-controls=-54132852308525936bottom--54132852308525936string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-54132852308525936bottom--54132852308525936overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>SMS</td></tr><tr><th>2nd row</th><td>SMS</td></tr><tr><th>3rd row</th><td>SMS</td></tr><tr><th>4th row</th><td>SMS</td></tr><tr><th>5th row</th><td>SMS</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-54132852308525936bottom--54132852308525936string><div class=row><div class=col-sm-12><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=SMS>SMS</td><td>205</td><td><div class=bar style=width:100.0%> 100.0% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_7237151232603684556></a><div class=variable><div class=col-sm-3><p class=h4 title=Type><a href=#pp_var_7237151232603684556>Type</a><br><small>Categorical</small></p><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>1.0%</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>1.7 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%> Outgoing </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 117&nbsp; </div></td></tr><tr class><th width=50%> Incoming </th><td width=50%><div class=bar style=width:75.2% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 88&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-7237151232603684556, #minifreqtable7237151232603684556" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-7237151232603684556 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#7237151232603684556bottom-7237151232603684556overview aria-controls=7237151232603684556bottom-7237151232603684556overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#7237151232603684556bottom-7237151232603684556string aria-controls=7237151232603684556bottom-7237151232603684556string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=7237151232603684556bottom-7237151232603684556overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Incoming</td></tr><tr><th>2nd row</th><td>Incoming</td></tr><tr><th>3rd row</th><td>Incoming</td></tr><tr><th>4th row</th><td>Incoming</td></tr><tr><th>5th row</th><td>Outgoing</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=7237151232603684556bottom-7237151232603684556string><div class=row><div class=col-sm-12><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=Outgoing>Outgoing</td><td>117</td><td><div class=bar style=width:100.0%> 57.1% </div></td></tr><tr class><td title=Incoming>Incoming</td><td>88</td><td><div class=bar style=width:75.2%> 42.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-1784665562393313091></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Sender ID"><a href=#pp_var_-1784665562393313091>Sender ID</a><br><small>Real number (&Ropf;<sub>&ge;0</sub>)</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>1.1%</td></tr><tr 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""/></g></g></g><defs><clippath id=pb41fe933fe><rect height=224.515224 width=373.275 x=47.925 y=10.8 /></clippath></defs></svg><div class="caption text-center text-muted"><strong>Histogram with fixed size bins</strong> (bins=1) </div></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091bottom--1784665562393313091common_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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>88</td><td><div class=bar style=width:75.2%> 42.9% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>117</td><td><div class=bar style=width:100.0%> 57.1% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091bottom--1784665562393313091extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-1784665562393313091extreme_values--1784665562393313091firstn aria-controls=-1784665562393313091extreme_values--1784665562393313091firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-1784665562393313091extreme_values--1784665562393313091lastn aria-controls=-1784665562393313091extreme_values--1784665562393313091lastn 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=-1784665562393313091extreme_values--1784665562393313091firstn><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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>88</td><td><div class=bar style=width:100.0%> 42.9% </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-1784665562393313091extreme_values--1784665562393313091lastn><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="1.847691165 × 10<sup>10</sup>">1.847691165 × 10<sup>10</sup></td><td>88</td><td><div class=bar style=width:100.0%> 42.9% </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_-6348197739078842372></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Sender Name"><a href=#pp_var_-6348197739078842372>Sender Name</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>1.1%</td></tr><tr class=alert><th>Missing</th><td>117</td></tr><tr class=alert><th>Missing (%)</th><td>57.1%</td></tr><tr><th>Memory size</th><td>1.7 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%> Momma Szemraj </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 88&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--6348197739078842372, #minifreqtable-6348197739078842372" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--6348197739078842372 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-6348197739078842372bottom--6348197739078842372overview aria-controls=-6348197739078842372bottom--6348197739078842372overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-6348197739078842372bottom--6348197739078842372string aria-controls=-6348197739078842372bottom--6348197739078842372string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-6348197739078842372bottom--6348197739078842372overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Momma Szemraj</td></tr><tr><th>2nd row</th><td>Momma Szemraj</td></tr><tr><th>3rd row</th><td>Momma Szemraj</td></tr><tr><th>4th row</th><td>Momma Szemraj</td></tr><tr><th>5th row</th><td>Momma Szemraj</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-6348197739078842372bottom--6348197739078842372string><div class=row><div class=col-sm-12><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="Momma Szemraj">Momma Szemraj</td><td>88</td><td><div class=bar style=width:75.2%> 42.9% </div></td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>117</td><td><div class=bar style=width:100.0%> 57.1% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-896435011355894827></a><div class=variable><div class=col-sm-3><p class=h4 title=Status><a href=#pp_var_-896435011355894827>Status</a><br><small>Categorical</small></p><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>1.0%</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>1.7 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%> Sent </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 117&nbsp; </div></td></tr><tr class><th width=50%> Read </th><td width=50%><div class=bar style=width:75.2% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 88&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--896435011355894827, #minifreqtable-896435011355894827" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--896435011355894827 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-896435011355894827bottom--896435011355894827overview aria-controls=-896435011355894827bottom--896435011355894827overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-896435011355894827bottom--896435011355894827string aria-controls=-896435011355894827bottom--896435011355894827string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-896435011355894827bottom--896435011355894827overview><div class=row><div class=col-sm-6><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-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Read</td></tr><tr><th>2nd row</th><td>Read</td></tr><tr><th>3rd row</th><td>Read</td></tr><tr><th>4th row</th><td>Read</td></tr><tr><th>5th row</th><td>Sent</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-896435011355894827bottom--896435011355894827string><div class=row><div class=col-sm-12><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=Sent>Sent</td><td>117</td><td><div class=bar style=width:100.0%> 57.1% </div></td></tr><tr class><td title=Read>Read</td><td>88</td><td><div class=bar style=width:75.2%> 42.9% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_8348154810113191830></a><div class=variable><div class=col-sm-3><p class=h4 title=Text><a href=#pp_var_8348154810113191830>Text</a><br><small>Categorical</small></p><code>HIGH CARDINALITY</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>196</td></tr><tr><th>Distinct (%)</th><td>95.6%</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>1.7 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%> Ok </th><td width=50%><div class=bar style=width:2.1% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 4 </td></tr><tr class><th width=50%> 👍 </th><td width=50%><div class=bar style=width:1.6% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 3 </td></tr><tr class><th width=50%> Love you mom </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> How are you doing? </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class><th width=50%> Love you </th><td width=50%><div class=bar style=width:1.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> &nbsp; </div> 2 </td></tr><tr class=other><th width=50%> Other values (191) </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 192&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-8348154810113191830, #minifreqtable8348154810113191830" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-8348154810113191830 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#8348154810113191830bottom-8348154810113191830overview aria-controls=8348154810113191830bottom-8348154810113191830overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#8348154810113191830bottom-8348154810113191830string aria-controls=8348154810113191830bottom-8348154810113191830string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=8348154810113191830bottom-8348154810113191830overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>190 <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>92.7%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Get the supplement that Dad send you pictures. Get a steak and eat it all. You should eat once a week</td></tr><tr><th>2nd row</th><td>It maybe a virus. Emilie had that went to see Dr. Nelson did blood work and didn&#39;t show anything </td></tr><tr><th>3rd row</th><td>She was taking that liquid iron with B vitamins </td></tr><tr><th>4th row</th><td>Eat ramen with beef instead those salads</td></tr><tr><th>5th row</th><td>Ok I will </td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=8348154810113191830bottom-8348154810113191830string><div class=row><div class=col-sm-12><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=Ok>Ok</td><td>4</td><td><div class=bar style=width:2.2%> &nbsp; </div> 2.0% </td></tr><tr class><td title=👍>👍</td><td>3</td><td><div class=bar style=width:1.6%> &nbsp; </div> 1.5% </td></tr><tr class><td title="Love you mom ">Love you mom </td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title="How are you doing?">How are you doing?</td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title="Love you">Love you</td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title="Ok ">Ok </td><td>2</td><td><div class=bar style=width:1.1%> &nbsp; </div> 1.0% </td></tr><tr class><td title="Did you get honey and spinach?">Did you get honey and spinach?</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="She was taking that liquid iron with B vitamins ">She was taking that liquid iron with B vitamins </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Eat ramen with beef instead those salads">Eat ramen with beef instead those salads</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class><td title="Ok I will ">Ok I will </td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=other><td title="Other values (186)">Other values (186)</td><td>186</td><td><div class=bar style=width:100.0%> 90.7% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_-5336508719617899228></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title=Attachment><a href=#pp_var_-5336508719617899228>Attachment</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>100.0%</td></tr><tr class=alert><th>Missing</th><td>204</td></tr><tr class=alert><th>Missing (%)</th><td>99.5%</td></tr><tr><th>Memory size</th><td>1.7 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%> CL.loc.vcf </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&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--5336508719617899228, #minifreqtable-5336508719617899228" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom--5336508719617899228 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-5336508719617899228bottom--5336508719617899228overview aria-controls=-5336508719617899228bottom--5336508719617899228overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#-5336508719617899228bottom--5336508719617899228string aria-controls=-5336508719617899228bottom--5336508719617899228string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=-5336508719617899228bottom--5336508719617899228overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>1 <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>100.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>CL.loc.vcf</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=-5336508719617899228bottom--5336508719617899228string><div class=row><div class=col-sm-12><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=CL.loc.vcf>CL.loc.vcf</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>204</td><td><div class=bar style=width:100.0%> 99.5% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div><div class="row spacing"><a class="anchor-pos anchor-pos-variable" id=pp_var_4622165426496598360></a><div class="variable ignore"><div class=col-sm-3><p class=h4 title="Attachment type"><a href=#pp_var_4622165426496598360>Attachment type</a><br><small>Categorical</small></p><code>CONSTANT</code><br><code>MISSING</code><br><code>REJECTED</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>1</td></tr><tr><th>Distinct (%)</th><td>100.0%</td></tr><tr class=alert><th>Missing</th><td>204</td></tr><tr class=alert><th>Missing (%)</th><td>99.5%</td></tr><tr><th>Memory size</th><td>1.7 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%> Location </th><td width=50%><div class=bar style=width:100.0% data-toggle=tooltip data-placement=right data-html=true data-delay=500> 1&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-4622165426496598360, #minifreqtable4622165426496598360" aria-expanded=true aria-controls=collapseExample>Toggle details</button></div><div id=bottom-4622165426496598360 class=collapse><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#4622165426496598360bottom-4622165426496598360overview aria-controls=4622165426496598360bottom-4622165426496598360overview role=tab data-toggle=tab>Overview</a></li><li role=presentation><a href=#4622165426496598360bottom-4622165426496598360string aria-controls=4622165426496598360bottom-4622165426496598360string role=tab data-toggle=tab>Categories</a></li></ul><div class=tab-content><div role=tabpanel class="tab-pane col-sm-12 active" id=4622165426496598360bottom-4622165426496598360overview><div class=row><div class=col-sm-6><p class=h4>Unique</p><table class="table table-condensed stats"><tbody><tr><th>Unique</th><td>1 <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>100.0%</td></tr></tbody></table></div><div class=col-sm-6><p class=h4>Sample</p><table class="table table-condensed stats"><tbody><tr><th>1st row</th><td>Location</td></tr></tbody></table></div></div></div><div role=tabpanel class="tab-pane col-sm-12" id=4622165426496598360bottom-4622165426496598360string><div class=row><div class=col-sm-12><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=Location>Location</td><td>1</td><td><div class=bar style=width:0.5%> &nbsp; </div> 0.5% </td></tr><tr class=missing><td title=(Missing)>(Missing)</td><td>204</td><td><div class=bar style=width:100.0%> 99.5% </div></td></tr></tbody></table></div></div></div></div></div></div></div></div></div></div></div><footer><div class=container-fluid><div class="row center-block footer-text"><p class="text-muted text-center">Report generated with <a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling</a>.</p></div></div></footer><script>\n", | |
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n.fx.speeds?n.fx.speeds[d.duration]:n.fx.speeds._default,null!=d.queue&&d.queue!==!0||(d.queue="fx"),d.old=d.complete,d.complete=function(){n.isFunction(d.old)&&d.old.call(this),d.queue&&n.dequeue(this,d.queue)},d},n.fn.extend({fadeTo:function(a,b,c,d){return this.filter(W).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=n.isEmptyObject(a),f=n.speed(b,c,d),g=function(){var b=qb(this,n.extend({},a),f);(e||n._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=n.timers,g=n._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in 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a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML=" <link/><table></table><a href='/a'>a</a><input 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