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Amazon_employee_access_profiling.html
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<!doctype html><html lang=en><head><meta charset=utf-8><meta name=viewport content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name=description content="Profile report generated with the `pandas-profiling` Python package"><meta name=author content="Simon Brugman and the open source community."><meta name=generator content="Pandas Profiling v2.6.0"><meta name=url content=https://github.com/pandas-profiling/pandas-profiling><meta name=date content><title>Pandas Profiling Report</title><style>
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/*# sourceMappingURL=bootstrap-theme.min.css.map */</style><style>
.content .container-fluid{
margin-left: 20px !important;
margin-right: 20px !important;
margin-bottom: 20px;
}
.page-header{
border:0 !important;
}
.row.variable, .section-items > .row {
border: 1px solid #e1e1e8;
border-top: hidden;
}
.row.spacing{
padding: 2em 1em;
}
.row.header {
border-bottom: 1px solid #e1e1e8;
/*background-color: #f5f5f5;*/
padding-left: 2em;
}
.dl-horizontal dt {
text-align: left;
padding-right: 1em;
white-space: normal;
}
.dl-horizontal dd {
margin-left: 0;
}
.col-md-12 {
padding-left: 2em;
}
.indent {
margin-left: 1em;
}
.center-img {
margin-left: auto !important;
margin-right: auto !important;
display: block;
}
/* Table example_values */
table.example_values {
border: 0;
}
.example_values th {
border: 0;
padding: 0;
color: #555;
font-weight: 600;
}
.example_values tr, .example_values td {
border: 0;
padding: 0;
color: #555;
}
/* STATS */
table.stats {
border: 0;
}
.stats th {
border: 0;
padding: 0 2em 0 0;
color: #555;
font-weight: 600;
}
.stats tr {
border: 0;
}
.stats td {
color: #555;
padding: 1px;
border: 0;
}
/* Sample table */
table.sample {
border: 0;
margin-bottom: 2em;
margin-left: 1em;
}
.sample tr {
border: 0;
}
.sample td, .sample th {
padding: 0.5em;
white-space: nowrap;
border: none;
}
.sample thead {
border-top: 0;
border-bottom: 2px solid #ddd;
}
.sample td {
width: 100%;
}
/* There is no good solution available to make the divs equal height and then center ... */
.histogram {
margin-top: 3em;
}
/* Freq table */
table.freq {
margin-bottom: 2em;
border: 0;
}
table.freq th, table.freq tr, table.freq td {
border: 0;
padding: 0;
}
.freq thead {
font-weight: 600;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
td.fillremaining {
width: auto;
max-width: none;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
}
td.number, th.number {
text-align: right;
}
/* Freq mini */
.freq.mini td {
width: 50%;
padding: 1px;
font-size: 12px;
}
table.freq.mini {
width: 100%;
}
.freq.mini th {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
max-width: 5em;
font-weight: 400;
text-align: right;
padding-right: 0.5em;
}
/* Message classes */
.missing {
color: #a94442;
}
.alert, .alert > th, .alert > td {
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rows</th><td>0</td></tr><tr><th>Duplicate rows (%)</th><td>0.0%</td></tr><tr><th>Total size in memory</th><td>2.5 MiB</td></tr><tr><th>Average record size in memory</th><td>80.0 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>NUM</th><td>9</td></tr><tr><th>BOOL</th><td>1</td></tr></tbody></table></div></div><div role=tabpanel class="tab-pane col-sm-12" id=overview-reproduction><p class=h4>Reproduction</p><table class="table table-condensed stats"><tbody><tr><th>Analysis started</th><td>2020-04-22 21:22:28.754030</td></tr><tr><th>Analysis finished</th><td>2020-04-22 21:22:29.376829</td></tr><tr><th>Version</th><td><a href=https://github.com/pandas-profiling/pandas-profiling>pandas-profiling v2.6.0</a></td></tr><tr><th>Command line</th><td><code>pandas_profiling --config_file config.yaml [YOUR_FILE.csv]</code></td></tr><tr><th>Download configuration</th><td><a download=config.yaml href="data:text/plain;charset=utf-8,title%3A%20Pandas%20Profiling%20Report%0Apool_size%3A%200%0Aprogress_bar%3A%20yes%0Avars%3A%0A%20%20%20%20num%3A%0A%20%20%20%20%20%20%20%20quantiles%3A%0A%20%20%20%20%20%20%20%20-%200.05%0A%20%20%20%20%20%20%20%20-%200.25%0A%20%20%20%20%20%20%20%20-%200.5%0A%20%20%20%20%20%20%20%20-%200.75%0A%20%20%20%20%20%20%20%20-%200.95%0A%20%20%20%20%20%20%20%20skewness_threshold%3A%2020%0A%20%20%20%20%20%20%20%20low_categorical_threshold%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20cat%3A%0A%20%20%20%20%20%20%20%20check_composition%3A%20no%0A%20%20%20%20%20%20%20%20cardinality_threshold%3A%2050%0A%20%20%20%20%20%20%20%20n_obs%3A%205%0A%20%20%20%20%20%20%20%20chi_squared_threshold%3A%200.0%0A%20%20%20%20bool%3A%0A%20%20%20%20%20%20%20%20n_obs%3A%203%0Asort%3A%20None%0Amissing_diagrams%3A%0A%20%20%20%20bar%3A%20no%0A%20%20%20%20matrix%3A%20no%0A%20%20%20%20heatmap%3A%20no%0A%20%20%20%20dendrogram%3A%20no%0Acorrelations%3A%0A%20%20%20%20pearson%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20spearman%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20kendall%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20phi_k%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20no%0A%20%20%20%20cramers%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%200.9%0A%20%20%20%20recoded%3A%0A%20%20%20%20%20%20%20%20calculate%3A%20no%0A%20%20%20%20%20%20%20%20warn_high_correlations%3A%20yes%0A%20%20%20%20%20%20%20%20threshold%3A%201.0%0Ainteractions%3A%0A%20%20%20%20continuous%3A%20no%0Acategorical_maximum_correlation_distinct%3A%20100%0Aplot%3A%0A%20%20%20%20image_format%3A%20svg%0A%20%20%20%20dpi%3A%20800%0A%20%20%20%20correlation%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20bwr%0A%20%20%20%20missing%3A%0A%20%20%20%20%20%20%20%20cmap%3A%20RdBu%0A%20%20%20%20%20%20%20%20force_labels%3A%20yes%0A%20%20%20%20histogram%3A%0A%20%20%20%20%20%20%20%20bayesian_blocks_bins%3A%20no%0A%20%20%20%20%20%20%20%20bins%3A%2050%0An_obs_unique%3A%205%0An_extreme_obs%3A%205%0An_freq_table_max%3A%2010%0Asamples%3A%0A%20%20%20%20head%3A%2010%0A%20%20%20%20tail%3A%2010%0Areject_variables%3A%20yes%0Anotebook%3A%0A%20%20%20%20iframe%3A%0A%20%20%20%20%20%20%20%20height%3A%20800px%0A%20%20%20%20%20%20%20%20width%3A%20100%25%0A%20%20%20%20%20%20%20%20attribute%3A%20srcdoc%0Ahtml%3A%0A%20%20%20%20minify_html%3A%20yes%0A%20%20%20%20use_local_assets%3A%20yes%0A%20%20%20%20navbar_show%3A%20no%0A%20%20%20%20style%3A%0A%20%20%20%20%20%20%20%20theme%3A%20None%0A%20%20%20%20%20%20%20%20logo%3A%20%27%27%0A%20%20%20%20%20%20%20%20primary_color%3A%20%27%23337ab7%27%0A%20%20%20%20%20%20%20%20full_width%3A%20no%0A">config.yaml</a></td></tr></tbody></table></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_-674871684851531446></a><div class=variable><div class=col-sm-3><p class=h4 title=RESOURCE><a href=#pp_var_-674871684851531446>RESOURCE</a><br><small>Real number (ℝ<sub>≥0</sub>)</small></p></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Distinct count</th><td>7518</td></tr><tr><th>Unique (%)</th><td>22.9%</td></tr><tr><th>Missing</th><td>0</td></tr><tr><th>Missing (%)</th><td>0.0%</td></tr><tr><th>Infinite</th><td>0</td></tr><tr><th>Infinite (%)</th><td>0.0%</td></tr></tbody></table></div><div class=col-sm-3><table class="table table-condensed stats"><tbody><tr><th>Mean</th><td>42923.916170771154</td></tr><tr><th>Minimum</th><td>0</td></tr><tr><th>Maximum</th><td>312153</td></tr><tr><th>Zeros</th><td>13</td></tr><tr><th>Zeros (%)</th><td>< 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class=number> 409 </td><td class=number> 1.2% </td><td class=bartd><div class=bar style=width:1.4%> </div></td></tr><tr class><td class=fillremaining title=75078> 75078 </td><td class=number> 409 </td><td class=number> 1.2% </td><td class=bartd><div class=bar style=width:1.4%> </div></td></tr><tr class><td class=fillremaining title=3853> 3853 </td><td class=number> 404 </td><td class=number> 1.2% </td><td class=bartd><div class=bar style=width:1.4%> </div></td></tr><tr class><td class=fillremaining title=6977> 6977 </td><td class=number> 299 </td><td class=number> 0.9% </td><td class=bartd><div class=bar style=width:1.0%> </div></td></tr><tr class><td class=fillremaining title=75834> 75834 </td><td class=number> 299 </td><td class=number> 0.9% </td><td class=bartd><div class=bar style=width:1.0%> </div></td></tr><tr class><td class=fillremaining title=32270> 32270 </td><td class=number> 295 </td><td class=number> 0.9% </td><td class=bartd><div class=bar style=width:1.0%> </div></td></tr><tr class><td class=fillremaining title=42085> 42085 </td><td class=number> 247 </td><td class=number> 0.8% </td><td class=bartd><div class=bar style=width:0.9%> </div></td></tr><tr class><td class=fillremaining title=17308> 17308 </td><td class=number> 239 </td><td class=number> 0.7% </td><td class=bartd><div class=bar style=width:0.8%> </div></td></tr><tr class=other><td class=fillremaining title="Other values (7508)"> Other values (7508) </td><td class=number> 28845 </td><td class=number> 88.0% </td><td class=bartd><div class=bar style=width:100.0%> </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-674871684851531446bottom--674871684851531446extreme_values><div class="row spacing"><ul class="nav nav-tabs" role=tablist><li role=presentation class=active><a href=#-674871684851531446extreme_values--674871684851531446firstn aria-controls=-674871684851531446extreme_values--674871684851531446firstn role=tab data-toggle=tab>Minimum 5 values</a></li><li role=presentation><a href=#-674871684851531446extreme_values--674871684851531446lastn aria-controls=-674871684851531446extreme_values--674871684851531446lastn 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=-674871684851531446extreme_values--674871684851531446firstn><table class="freq table table-hover table-striped"><thead><tr><td class=fillremaining>Value</td><td class=number>Count</td><td class=number>Frequency (%)</td><td class=frequency-percentage> </td></tr></thead><tbody><tr class><td class=fillremaining title=0> 0 </td><td class=number> 13 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:92.9%> </div></td></tr><tr class><td class=fillremaining title=38> 38 </td><td class=number> 7 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:50.0%> </div></td></tr><tr class><td class=fillremaining title=136> 136 </td><td class=number> 1 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:7.1%> </div></td></tr><tr class><td class=fillremaining title=138> 138 </td><td class=number> 2 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:14.3%> </div></td></tr><tr class><td class=fillremaining title=153> 153 </td><td class=number> 14 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:100.0%> </div></td></tr></tbody></table></div><div role=tabpanel class="tab-pane col-sm-12" id=-674871684851531446extreme_values--674871684851531446lastn><table class="freq table table-hover table-striped"><thead><tr><td class=fillremaining>Value</td><td class=number>Count</td><td class=number>Frequency (%)</td><td class=frequency-percentage> </td></tr></thead><tbody><tr class><td class=fillremaining title=312153> 312153 </td><td class=number> 2 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:100.0%> </div></td></tr><tr class><td class=fillremaining title=312152> 312152 </td><td class=number> 1 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:50.0%> </div></td></tr><tr class><td class=fillremaining title=312140> 312140 </td><td class=number> 1 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:50.0%> </div></td></tr><tr class><td class=fillremaining title=312139> 312139 </td><td class=number> 1 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:50.0%> </div></td></tr><tr class><td class=fillremaining title=312136> 312136 </td><td class=number> 1 </td><td class=number>< 0.1% </td><td class=bartd><div class=bar style=width:50.0%> </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_5379691628078166556></a><div class=variable><div class=col-sm-3><p class=h4 title=MGR_ID><a 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