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城市用电量大数据.html
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<!DOCTYPE html><html lang="zh-CN" data-theme="light"><head><meta charset="UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=no"><title>城市用电量大数据 | Diffday</title><meta name="keywords" content="地理"><meta name="author" content="DiffDay"><meta name="copyright" content="DiffDay"><meta name="format-detection" content="telephone=no"><meta name="theme-color" content="#f7f9fe"><meta name="mobile-web-app-capable" content="yes"><meta name="apple-touch-fullscreen" content="yes"><meta name="apple-mobile-web-app-title" content="城市用电量大数据"><meta name="application-name" content="城市用电量大数据"><meta name="apple-mobile-web-app-capable" content="yes"><meta name="apple-mobile-web-app-status-bar-style" content="#f7f9fe"><meta property="og:type" content="article"><meta property="og:title" content="城市用电量大数据"><meta property="og:url" content="https://blog.diffday.com/%E5%9F%8E%E5%B8%82%E7%94%A8%E7%94%B5%E9%87%8F%E5%A4%A7%E6%95%B0%E6%8D%AE.html"><meta property="og:site_name" content="Diffday"><meta property="og:description" content="第七次人口普查数据出来了，发布的信息都是政府早就知道的，我曾经问上门普查的女民警，她也不说不出普查的实际意义，可惜养了一堆干简单活的公务员。 通过大数据的手段人口总量啊，人口分段分层啊，早就大差不大。普查也就实际对在籍的人口常住流动做一个精确的摸底，决定后续三四线的财政投资和政策投资动向吧。在智慧"><meta property="og:locale" content="zh-CN"><meta property="og:image" content="http://cdn.diffday.com/picgo/20210512102600.png"><meta property="article:author" content="DiffDay"><meta property="article:tag"><meta name="twitter:card" content="summary"><meta name="twitter:image" content="http://cdn.diffday.com/picgo/20210512102600.png"><meta name="description" content="第七次人口普查数据出来了，发布的信息都是政府早就知道的，我曾经问上门普查的女民警，她也不说不出普查的实际意义，可惜养了一堆干简单活的公务员。 通过大数据的手段人口总量啊，人口分段分层啊，早就大差不大。普查也就实际对在籍的人口常住流动做一个精确的摸底，决定后续三四线的财政投资和政策投资动向吧。在智慧"><link rel="shortcut icon" href="https://cdn.diffday.com/picgo/diff32.ico"><link rel="canonical" href="https://blog.diffday.com/%E5%9F%8E%E5%B8%82%E7%94%A8%E7%94%B5%E9%87%8F%E5%A4%A7%E6%95%B0%E6%8D%AE"><link rel="preconnect" href="//npm.elemecdn.com"/><link rel="preconnect" href="//npm.onmicrosoft.cn"/><link rel="preconnect" href="//www.google-analytics.com" crossorigin=""/><link rel="preconnect" href="//hm.baidu.com"/><link rel="preconnect" href="//busuanzi.ibruce.info"/><meta name="google-site-verification" content="UaMvLIOYuNWHgVq42dlN49RoniU73U6SoqoRnEcit9E"/><meta name="baidu-site-verification" content="code-DN25SBuR8T"/><link rel="stylesheet" href="/css/index.css"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free/css/all.min.css" media="print" onload="this.media='all'"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/node-snackbar/dist/snackbar.min.css" media="print" onload="this.media='all'"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fancyapps/ui/dist/fancybox/fancybox.min.css" media="print" onload="this.media='all'"><script>var _hmt = _hmt || [];
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pageFillDescription: ', 2017市区用电量, 工业用电, 生活用电, 三产公共服务及其它用电, 人均用电量, 服务业更节能, 气候因素, 资源城市不差钱旅游城市铆劲亮, 人均工业用电增速, 结语呼应, 参考第七次人口普查数据出来了发布的信息都是政府早就知道的我曾经问上门普查的女民警她也不说不出普查的实际意义可惜养了一堆干简单活的公务员通过大数据的手段人口总量啊人口分段分层啊早就大差不大普查也就实际对在籍的人口常住流动做一个精确的摸底决定后续三四线的财政投资和政策投资动向吧在智慧政务或治理层面估计中国是远超世界一众国家的后来者的建设优势通过各项大数据讲将一眼透视各地的发展特征用电大数据工业社会城市化用电量是一个直观的指标但指标的解读一样要注意多面立体化工业用电量的增长与城市经济发展密切相关第二产业大市就是用电量大市生活用电更多地会受到气候变化影响人均用电高的多是资源型城市三产经济占比低人均指标无法衡量经济运行质量市区用电量市区用电总和方面北上深天津工业用电广州广州位居前五上海高过北京接近第六是重庆奇妙的是苏州位列第七超过一众省会城市苏州高市区全国第全市全国第产业结构偏向现代工业和制造业按全市口径非仅限市区年苏州用电量占江苏是我国用电量第二大的城市地域上三线城市用电量高度集中在山东半岛珠三角长三角京津冀的城市发展还是不均衡有座珠长各有座山东甚至有座工业用电上海天津重庆东莞深圳产业转移助推深圳唐山承接北京高耗能转移苏州广州北京压缩高耗能如愿只排到第六生活用电靠消费水平及人口基数决定上海北京广州深圳的城市人口多超过市区人口少低于而生活用电较高的有长沙福州厦门这三座对夜生活喜爱啊三产公共服务及其它用电北京超过上海位列第一更多的机关古迹维护让北京承担了更多的电力支出很多工业用电大市明显靠后主因还是三产经济贡献低城市建设和公共服务仍有较大提升空间人均方面人口少的资源或旅游城市就靠前了有钱任性旅游装扮人均用电量没有任何省会城市进入上海和南京甚至进不了用电指标在人均这个数值上无法全面衡量经济运行的质量服务业更节能一般是三产占比较低的工业尤其是制造业城市也有不少是资源型城市如嘉峪关铁攀枝花铁黑河金铜抚顺煤百色铝等城市冶金铸造均会消耗大量电力但就经济发展就业率等方面的贡献来说不如三产密度高的城市大反而成为调结构压产能的对象气候因素人均生活用电方面除了受到居民生活水平影响之外更多的还会受到地域气候生活作息取暖方式等因素影响如福州长沙珠海三亚等气候炎热夜生活相对丰富的城市生活用电量均居于前列黑龙江的黑河双鸭山人均用电量也均位居全国前十而华北华东区域用电量则相对较少一些如北京上海南京济南人均生活用电量均在千瓦时左右资源城市不差钱旅游城市铆劲亮三产公共服务及其他用电方面人口较少的资源型旅游城市则往往会占优如白银张掖石嘴山等资源型城市即居于全国前三三亚排在了第四的位置不懂南阳为什么那么高是在用民电磨玉石么人均工业用电增速我国城市市区规划变化较大尤其省会城市为了加速城市边界扩张和带动周边发展常常会撤县设区因此计算市区百分比增速数据会严重失真指标方面人均工业用电量的实际增量会更有指导意义人均工业用电量的增长更会是有质量地增长更与经济发展息息相关人均工业用电量正增长的重点城市其人均增量也大多居于全国前列的位置在全国增量城市中除深圳外工业用电量均为正增长深圳在腾笼换鸟调结构总部经济明显收益很大结语呼应用电量总量高的城市更多的是人口大市人均用电量高的城市更多的是资源型城市或重工业城市增长指标而言工业用电量的增长生活用电更多地会受到气候变化影响是实体经济发展的重要参考指标参考克而瑞大数据如何正确看待城市用电量指标',
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itemprop="url">经济社会</a><a href="/tags/%E5%9C%B0%E7%90%86/" tabindex="-1" itemprop="url">地理</a><h1 id="CrawlerTitle" itemprop="name headline">城市用电量大数据</h1><span itemprop="author" itemscope itemtype="http://schema.org/Person">DiffDay</span><time itemprop="dateCreated datePublished" datetime="2019-02-12T08:07:00.000Z" title="发表于 2019-02-12 16:07:00">2019-02-12</time><time itemprop="dateCreated datePublished" datetime="2024-07-01T06:26:17.000Z" title="更新于 2024-07-01 14:26:17">2024-07-01</time></header><link rel="stylesheet" type="text/css" href="https://cdn.jsdelivr.net/hint.css/2.4.1/hint.min.css"><p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512102600.png" alt="城市建设"></p>
<p>第七次人口普查数据出来了，发布的信息都是政府早就知道的，我曾经问上门普查的女民警，她也不说不出普查的实际意义，可惜养了一堆干简单活的公务员。</p>
<p>通过大数据的手段人口总量啊，人口分段分层啊，早就大差不大。普查也就实际对在籍的人口常住流动做一个精确的摸底，决定后续三四线的财政投资和政策投资动向吧。在智慧政务或治理层面，估计中国是远超世界一众国家的（后来者的建设优势），通过各项大数据，讲将一眼透视各地的发展特征。</p>
<h1><a target="_blank" rel="noopener" href="http://www.sohu.com/a/197683577_465490">用电大数据</a></h1>
<p>工业社会/城市化，用电量是一个直观的指标，但指标的解读一样要注意多面立体化。</p>
<ul>
<li>工业用电量的增长，与城市经济发展密切相关（第二产业大市就是用电量大市）；</li>
<li>生活用电更多地会受到气候变化影响；</li>
<li>人均用电高的多是资源型城市，三产经济占比低，人均指标无法衡量经济运行质量。</li>
</ul>
<h2 id="2017市区用电量">2017市区用电量</h2>
<span id="more"></span>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512093341.png" alt="2017分用途城市市区用电量Top20">)</p>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512094227.png" alt="2017市区用电总和"></p>
<ol>
<li>市区用电总和方面，北，上，深，天津（工业用电>广州），广州位居前五，上海高过北京接近50%，第六是重庆</li>
<li>奇妙的是苏州，位列第七。超过一众省会城市。苏州GDP高（市区全国第12，全市全国第7），<strong>产业结构偏向现代工业和制造业</strong>。<strong><u>按全市口径（非仅限市区），</u><u>2016年苏州用电量占江苏1/4，是我国用电量第二大的城市</u></strong>。</li>
<li>地域上三线城市用电量高度集中在山东半岛，珠三角，长三角。京津冀的城市发展还是不均衡（Top 30有2座，珠长各有6座，山东甚至有7座）</li>
</ol>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512094446.png" alt="2017三线城市市区用电量"></p>
<h3 id="工业用电">工业用电</h3>
<p>上海，天津，重庆，东莞（深圳产业转移助推），深圳，唐山（承接北京高耗能转移），苏州，广州。北京压缩高耗能如愿，只排到第六</p>
<h3 id="生活用电">生活用电</h3>
<p>靠消费水平及人口基数决定。上海，北京，广州，深圳，Top20的城市人口多超过500w，<u><strong>市区人口少（低于400w）而生活用电较高的有长沙，福州，厦门，这三座对夜生活喜爱啊</strong></u></p>
<h3 id="三产，公共服务及其它用电">三产，公共服务及其它用电</h3>
<p>北京超过上海位列第一，更多的机关，古迹维护让北京承担了更多的电力支出。</p>
<p>很多工业用电大市明显靠后，主因还是三产经济贡献低，城市建设和公共服务仍有较大提升空间.</p>
<p>人均方面，人口少的资源或旅游城市就靠前了（有钱任性&旅游装扮）</p>
<h2 id="人均用电量">人均用电量</h2>
<blockquote>
<p>没有任何省会城市进入TOP20，上海和南京甚至进不了TOP50</p>
</blockquote>
<p>用电指标在人均这个数值上，无法全面衡量经济运行的“质量”。</p>
<h3 id="服务业更节能">服务业更节能</h3>
<p>一般是三产占比较低的工业尤其是制造业城市，也有不少是资源型城市，如嘉峪关（铁）、攀枝花（铁）、黑河（金、铜）、抚顺（煤）、百色（铝）等城市，冶金、铸造均会消耗大量电力，但就经济发展、就业率等方面的贡献来说不如三产密度高的城市大，反而成为调结构压产能的对象。</p>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512095223.png" alt="人均用电量散点图"></p>
<h3 id="气候因素">气候因素</h3>
<p>人均生活用电方面，除了受到居民生活水平影响之外，更多的还会受到地域气候、生活作息、取暖方式等因素影响，如福州、长沙、珠海、三亚等气候炎热、夜生活相对丰富的城市生活用电量均居于前列，黑龙江的黑河、双鸭山人均用电量也均位居全国前十。而华北、华东区域用电量则相对较少一些，如北京、上海、南京、济南人均生活用电量均在800千瓦时左右。</p>
<h3 id="资源城市不差钱，旅游城市铆劲亮">资源城市不差钱，旅游城市铆劲亮</h3>
<p>三产、公共服务及其他用电方面，人口较少的资源型、旅游城市则往往会占优，如白银、张掖、石嘴山等资源型城市即居于全国前三，三亚排在了第四的位置。</p>
<blockquote>
<p>不懂南阳为什么那么高，是在用民电磨玉石么？</p>
</blockquote>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512095652.png" alt="分城市人均生活和三产用电"></p>
<h3 id="人均工业用电增速">人均工业用电增速</h3>
<p>我国城市市区规划变化较大，尤其省会城市为了加速城市边界扩张和带动周边发展，常常会撤县设区，因此计算市区百分比增速数据会严重失真，指标方面人均工业用电量的实际增量会更有指导意义。人均工业用电量的增长更会是“有质量“地增长，更与经济发展息息相关。人均工业用电量正增长的重点城市，其人均GDP增量也大多居于全国前列的位置。</p>
<p><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onerror="this.onerror=null,this.src="/img/404.jpg"" data-lazy-src="http://cdn.diffday.com/picgo/20210512100437.png" alt="市区人口大于300万的重点城市人均工业用电增量与GDP增量对照表"></p>
<p>在全国GDP增量TOP10城市中，除深圳外工业用电量均为正增长，深圳在腾笼换鸟调结构，总部经济明显，收益很大。</p>
<h2 id="结语呼应">结语呼应</h2>
<ul>
<li>用电量总量高的城市更多的是人口大市</li>
<li>人均用电量高的城市更多的是资源型城市或重工业城市</li>
<li><u><strong>增长指标而言，工业用电量的增长（生活用电更多地会受到气候变化影响）是实体经济发展的重要参考指标</strong></u></li>
</ul>
<h1>参考</h1>
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class="toc-child"><li class="toc-item toc-level-3"><a class="toc-link" href="#%E5%B7%A5%E4%B8%9A%E7%94%A8%E7%94%B5"><span class="toc-number">1.1.1.</span> <span class="toc-text">工业用电</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#%E7%94%9F%E6%B4%BB%E7%94%A8%E7%94%B5"><span class="toc-number">1.1.2.</span> <span class="toc-text">生活用电</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#%E4%B8%89%E4%BA%A7%EF%BC%8C%E5%85%AC%E5%85%B1%E6%9C%8D%E5%8A%A1%E5%8F%8A%E5%85%B6%E5%AE%83%E7%94%A8%E7%94%B5"><span class="toc-number">1.1.3.</span> <span class="toc-text">三产，公共服务及其它用电</span></a></li></ol></li><li class="toc-item toc-level-2"><a class="toc-link" href="#%E4%BA%BA%E5%9D%87%E7%94%A8%E7%94%B5%E9%87%8F"><span class="toc-number">1.2.</span> <span class="toc-text">人均用电量</span></a><ol class="toc-child"><li class="toc-item toc-level-3"><a class="toc-link" href="#%E6%9C%8D%E5%8A%A1%E4%B8%9A%E6%9B%B4%E8%8A%82%E8%83%BD"><span class="toc-number">1.2.1.</span> <span class="toc-text">服务业更节能</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#%E6%B0%94%E5%80%99%E5%9B%A0%E7%B4%A0"><span class="toc-number">1.2.2.</span> <span class="toc-text">气候因素</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#%E8%B5%84%E6%BA%90%E5%9F%8E%E5%B8%82%E4%B8%8D%E5%B7%AE%E9%92%B1%EF%BC%8C%E6%97%85%E6%B8%B8%E5%9F%8E%E5%B8%82%E9%93%86%E5%8A%B2%E4%BA%AE"><span class="toc-number">1.2.3.</span> <span class="toc-text">资源城市不差钱，旅游城市铆劲亮</span></a></li><li class="toc-item toc-level-3"><a class="toc-link" href="#%E4%BA%BA%E5%9D%87%E5%B7%A5%E4%B8%9A%E7%94%A8%E7%94%B5%E5%A2%9E%E9%80%9F"><span class="toc-number">1.2.4.</span> <span class="toc-text">人均工业用电增速</span></a></li></ol></li><li class="toc-item toc-level-2"><a class="toc-link" href="#%E7%BB%93%E8%AF%AD%E5%91%BC%E5%BA%94"><span class="toc-number">1.3.</span> <span class="toc-text">结语呼应</span></a></li></ol></li><li class="toc-item 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