使用 html json 格式获取 json 数据
[英]Fetching json data with html json format
问题描述
使用 pandas-profiling，我已将报告导出为 json 格式，但是导出的文件为 html 格式，如何将其转换为 json 格式并获取我想要的数据？
我已经看过了，但我找不到太多关于这方面的信息。 我是使用 json 格式获取数据的新手。 需要一些关于什么是正确方法的建议
result = []
for item in jsonfile:
my_dict = {}
my_dict= ['']
result.append(item)
print(result)
这让我空虚。 这是我使用 pandas-profiling 导出的 json 文件格式
<!doctype html>
<html lang="en">
<head>
..
.. There is css style included in json format
..
</style>
<div class="container pandas-profiling">
<div class="row headerrow highlight">
<h1>Overview</h1>
</div>
<div class="row variablerow">
<div class="col-md-6 namecol">
<p class="h4">Dataset info</p>
<table class="stats" style="margin-left: 1em;">
<tbody>
<tr>
<th>Number of variables</th>
<td>3 </td>
</tr>
<tr>
<th>Number of observations</th>
<td>200 </td>
</tr>
<tr>
<th>Total Missing (%)</th>
<td>23.2% </td>
</tr>
<tr>
<th>Total size in memory</th>
<td>5.0 KiB </td>
</tr>
<tr>
<th>Average record size in memory</th>
<td>25.6 B </td>
</tr>
</tbody>
</table>
</div>
<div class="col-md-6 namecol">
<p class="h4">Variables types</p>
<table class="stats" style="margin-left: 1em;">
<tbody>
<tr>
<th>Numeric</th>
<td>1 </td>
</tr>
<tr>
<th>Categorical</th>
<td>1 </td>
</tr>
<tr>
<th>Boolean</th>
<td>1 </td>
</tr>
<tr>
<th>Date</th>
<td>0 </td>
</tr>
<tr>
<th>Text (Unique)</th>
<td>0 </td>
</tr>
<tr>
<th>Rejected</th>
<td>0 </td>
</tr>
<tr>
<th>Unsupported</th>
<td>0 </td>
</tr>
</tbody>
</table>
</div>
<div class="col-md-12" style="padding-left: 1em;">
<p class="h4">Warnings</p>
<ul class="list-unstyled"><li><a href="#pp_var_gfcid"><code>gfcid</code></a> has 139 / 69.5% missing values <span class="label label-default">Missing</span></li><li>Dataset has 18 duplicate rows <span class="label label-warning">Warning</span></li> </ul>
</div>
</div>
<div class="row headerrow highlight">
<h1>Variables</h1>
</div>
<div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_prf_product">prf_product<br/>
<small>Categorical</small>
</p>
</div><div class="col-md-3">
<table class="stats ">
<tr class="">
<th>Distinct count</th>
<td>2</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>1.0%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-md-6 collapse in" id="minifreqtable1403306502048155125">
<table class="mini freq">
<tr class="">
<th>Overdraft</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 50.0%">
100
</div>
</td>
</tr><tr class="">
<th>Retails Cards</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 50.0%">
100
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable1403306502048155125, #minifreqtable1403306502048155125"
aria-expanded="true" aria-controls="collapseExample">
Toggle details
</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable1403306502048155125">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">Overdraft</td>
<td class="number">100</td>
<td class="number">50.0%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">Retails Cards</td>
<td class="number">100</td>
<td class="number">50.0%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_gfcid">gfcid<br/>
<small>Boolean</small>
</p>
</div><div class="col-md-6">
<div class="row">
<div class="col-sm-6">
<table class="stats ">
<tr class="">
<th>Distinct count</th>
<td>2</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>1.0%</td>
</tr>
<tr class="alert">
<th>Missing (%)</th>
<td>69.5%</td>
</tr>
<tr class="alert">
<th>Missing (n)</th>
<td>139</td>
</tr>
</table>
</div>
<div class="col-sm-6">
<table class="stats ">
<tr>
<th>Mean</th>
<td>1022500000</td>
</tr>
</table>
</div>
</div>
</div>
<div class="col-md-3 collapse in" id="minifreqtable-2098508944180567053">
<table class="mini freq">
<tr class="">
<th>1022506923</th>
<td>
<div class="bar" style="width:44%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 30.5%">
61
</div>
</td>
</tr><tr class="missing">
<th>(Missing)</th>
<td>
<div class="bar" style="width:100%" data-toggle="tooltip" data-placement="right" data-html="true"
data-delay=500 title="Percentage: 69.5%">
139
</div>
</td>
</tr>
</table>
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#freqtable-2098508944180567053, #minifreqtable-2098508944180567053"
aria-expanded="true" aria-controls="collapseExample">
Toggle details
</a>
</div>
<div class="col-md-12 extrapadding collapse" id="freqtable-2098508944180567053">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">1022506923</td>
<td class="number">61</td>
<td class="number">30.5%</td>
<td>
<div class="bar" style="width:44%"> </div>
</td>
</tr><tr class="missing">
<td class="fillremaining">(Missing)</td>
<td class="number">139</td>
<td class="number">69.5%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr>
</table>
</div>
</div><div class="row variablerow">
<div class="col-md-3 namecol">
<p class="h4 pp-anchor" id="pp_var_arrg_id">arrg_id<br/>
<small>Numeric</small>
</p>
</div><div class="col-md-6">
<div class="row">
<div class="col-sm-6">
<table class="stats ">
<tr>
<th>Distinct count</th>
<td>182</td>
</tr>
<tr>
<th>Unique (%)</th>
<td>91.0%</td>
</tr>
<tr class="ignore">
<th>Missing (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Missing (n)</th>
<td>0</td>
</tr>
<tr class="ignore">
<th>Infinite (%)</th>
<td>0.0%</td>
</tr>
<tr class="ignore">
<th>Infinite (n)</th>
<td>0</td>
</tr>
</table>
</div>
<div class="col-sm-6">
<table class="stats ">
<tr>
<th>Mean</th>
<td>1.4481e+18</td>
</tr>
<tr>
<th>Minimum</th>
<td>458040000000326749</td>
</tr>
<tr>
<th>Maximum</th>
<td>2472043482486319856</td>
</tr>
<tr class="ignore">
<th>Zeros (%)</th>
<td>0.0%</td>
</tr>
</table>
</div>
</div>
</div>
<div class="col-md-3 collapse in" id="minihistogram-807643121085057709">
</div>
<div class="col-md-12 text-right">
<a role="button" data-toggle="collapse" data-target="#descriptives-807643121085057709,#minihistogram-807643121085057709"
aria-expanded="false" aria-controls="collapseExample">
Toggle details
</a>
</div>
<div class="row collapse col-md-12" id="descriptives-807643121085057709">
<ul class="nav nav-tabs" role="tablist">
<li role="presentation" class="active"><a href="#quantiles-807643121085057709"
aria-controls="quantiles-807643121085057709" role="tab"
data-toggle="tab">Statistics</a></li>
<li role="presentation"><a href="#histogram-807643121085057709" aria-controls="histogram-807643121085057709"
role="tab" data-toggle="tab">Histogram</a></li>
<li role="presentation"><a href="#common-807643121085057709" aria-controls="common-807643121085057709"
role="tab" data-toggle="tab">Common Values</a></li>
<li role="presentation"><a href="#extreme-807643121085057709" aria-controls="extreme-807643121085057709"
role="tab" data-toggle="tab">Extreme Values</a></li>
</ul>
<div class="tab-content">
<div role="tabpanel" class="tab-pane active row" id="quantiles-807643121085057709">
<div class="col-md-4 col-md-offset-1">
<p class="h4">Quantile statistics</p>
<table class="stats indent">
<tr>
<th>Minimum</th>
<td>458040000000326749</td>
</tr>
<tr>
<th>5-th percentile</th>
<td>4.5804e+17</td>
</tr>
<tr>
<th>Q1</th>
<td>4.5804e+17</td>
</tr>
<tr>
<th>Median</th>
<td>1.4292e+18</td>
</tr>
<tr>
<th>Q3</th>
<td>2.4374e+18</td>
</tr>
<tr>
<th>95-th percentile</th>
<td>2.4667e+18</td>
</tr>
<tr>
<th>Maximum</th>
<td>2472043482486319856</td>
</tr>
<tr>
<th>Range</th>
<td>2014003482485993107</td>
</tr>
<tr>
<th>Interquartile range</th>
<td>1.9794e+18</td>
</tr>
</table>
</div>
<div class="col-md-4 col-md-offset-2">
<p class="h4">Descriptive statistics</p>
<table class="stats indent">
<tr>
<th>Standard deviation</th>
<td>9.9263e+17</td>
</tr>
<tr>
<th>Coef of variation</th>
<td>0.68549</td>
</tr>
<tr>
<th>Kurtosis</th>
<td>-2.0193</td>
</tr>
<tr>
<th>Mean</th>
<td>1.4481e+18</td>
</tr>
<tr>
<th>MAD</th>
<td>9.9003e+17</td>
</tr>
<tr class="">
<th>Skewness</th>
<td>0.00071859</td>
</tr>
<tr>
<th>Sum</th>
<td>-5533519320767099939</td>
</tr>
<tr>
<th>Variance</th>
<td>9.8532e+35</td>
</tr>
<tr>
<th>Memory size</th>
<td>1.7 KiB</td>
</tr>
</table>
</div>
</div>
<div role="tabpanel" class="tab-pane col-md-8 col-md-offset-2" id="histogram-807643121085057709">
</div>
<div role="tabpanel" class="tab-pane col-md-12" id="common-807643121085057709">
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">458040000001206947</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000003802902</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000003898582</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000003488662</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2409124554515908929</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000003464863</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000003797600</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000001784792</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000000328871</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2471868835570591643</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:2%"> </div>
</td>
</tr><tr class="other">
<td class="fillremaining">Other values (172)</td>
<td class="number">180</td>
<td class="number">90.0%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr>
</table>
</div>
<div role="tabpanel" class="tab-pane col-md-12" id="extreme-807643121085057709">
<p class="h4">Minimum 5 values</p>
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">458040000000326749</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000000328871</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000000491822</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000000499385</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">458040000000500916</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr>
</table>
<p class="h4">Maximum 5 values</p>
<table class="freq table table-hover">
<thead>
<tr>
<td class="fillremaining">Value</td>
<td class="number">Count</td>
<td class="number">Frequency (%)</td>
<td style="min-width:200px"> </td>
</tr>
</thead>
<tr class="">
<td class="fillremaining">2470189532359341889</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2470368947269787483</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2470956500042943828</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2471868835570591643</td>
<td class="number">2</td>
<td class="number">1.0%</td>
<td>
<div class="bar" style="width:100%"> </div>
</td>
</tr><tr class="">
<td class="fillremaining">2472043482486319856</td>
<td class="number">1</td>
<td class="number">0.5%</td>
<td>
<div class="bar" style="width:50%"> </div>
</td>
</tr>
</table>
</div>
</div>
</div>
</div>
<div class="row headerrow highlight">
<h1>Correlations</h1>
</div>
<div class="row variablerow">
</div>
<div class="row headerrow highlight">
<h1>Sample</h1>
</div>
<div class="row variablerow">
<div class="col-md-12" style="overflow:scroll; width: 100%%; overflow-y: hidden;">
<table border="1" class="dataframe sample">
<thead>
<tr style="text-align: right;">
<th></th>
<th>prf_product</th>
<th>gfcid</th>
<th>arrg_id</th>
</tr>
</thead>
<tbody>
<tr>
<th>0</th>
<td>Overdraft</td>
<td>1022506923</td>
<td>2441798962923275419</td>
</tr>
<tr>
<th>1</th>
<td>Overdraft</td>
<td>1022506923</td>
<td>2432650648185128024</td>
</tr>
<tr>
<th>2</th>
<td>Overdraft</td>
<td>1022506923</td>
<td>2443815431386606827</td>
</tr>
<tr>
<th>3</th>
<td>Overdraft</td>
<td>1022506923</td>
<td>2449821419907425196</td>
</tr>
<tr>
<th>4</th>
<td>Overdraft</td>
<td>1022506923</td>
<td>2419131544816068250</td>
</tr>
</tbody>
</table>
</div>
</div>
</div>
</body>
</html>
0 个解决方案
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