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<section><section powered-by="xiumi.us"><section><section><section><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KTqibYAnGjic3e0PH5Zbw478ry5rvsU7GDglM9gTxz8AzBkbZsdRicQWQg/0?wx_fmt=jpeg" data-ratio="0.5555555555555556" data-w="900"  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px;  box-sizing: border-box; "><section class="" style="width: 2.5em; margin-left: auto; box-sizing: border-box;"><section style="width: 2.5em; border-top-width: 1px; border-top-style: solid; border-top-color: rgb(158, 158, 158); box-sizing: border-box;"></section><section style="height: 1.4em; border-left-width: 1px; border-left-style: solid; border-left-color: rgb(158, 158, 158); margin-top: -0.5em; margin-left: 2em; box-sizing: border-box;"></section></section><section class="" style="padding-right: 0.5em; padding-left: 0.5em; box-sizing: border-box;"><section class="" style="padding: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-right: 0%; margin-left: 0%;  box-sizing: border-box; "><section class="" style="font-size: 15px; color: rgb(75, 101, 98); line-height: 2; box-sizing: border-box;"><p style="box-sizing: border-box;">年关将近，小编本来已经放飞心灵准备有钱没钱回家过年，老板突然空投任务，让小编总结一下今年咱们清华同衡创新中心在手机信令上的研究进展，并且低调奢华地总结一下目前的项目成果。</p></section></section></section></section></section><section class="" style="height: 1.4em; border-left-width: 1px; border-left-style: solid; border-left-color: rgb(158, 158, 158); margin-bottom: -0.5em; margin-left: 0.5em; box-sizing: border-box;"></section><section class="" style="width: 2.5em; border-top-width: 1px; border-top-style: solid; border-top-color: rgb(158, 158, 158); box-sizing: border-box;"></section></section></section></section></section><section><br  /></section></section></section></section></section><p><span style="font-size: 15px;  line-height: 25.6px; color: rgb(255, 76, 0); background-color: rgb(255, 255, 255);"></span></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KJkOVM6VTLYoupibNRdWRibQfhkRY2YC6tdHE7vuZyiaC5TPxzlibYT9xCQ/0?wx_fmt=jpeg" data-ratio="0.5" data-w="454"  /></p><p><br  /><span style="font-size: 15px;  line-height: 25.6px; color: rgb(255, 76, 0); background-color: rgb(255, 255, 255);"></span></p><p><span style="font-size: 15px;  line-height: 25.6px; color: rgb(255, 76, 0); background-color: rgb(255, 255, 255);">既低调又奢华</span><span style="color: rgb(0, 0, 0);"><span style="font-size: 15px; line-height: 25.6px; background-color: rgb(255, 255, 255);">，</span><span style="font-size: 15px; line-height: 25.6px; background-color: rgb(255, 255, 255);">这个要求实在有点一言难尽，小编觉得不好好讲一下现在项目里对手机数据的应用，这个年应该是没法好好过了。</span></span></p><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; text-align: center;  box-sizing: border-box; "><section class="" style="width: 100%; text-align: left; box-sizing: border-box; background-color: rgb(61, 60, 69);"><section style="display: inline-block; vertical-align: top; float: left; margin-top: -0.68em; transform: rotate(0deg); -webkit-transform: rotate(0deg); -moz-transform: rotate(0deg); -o-transform: rotate(0deg); box-sizing: border-box;"><section style="display: inline-block; vertical-align: top; border-right-width: 0.4em; border-right-style: solid; border-right-color: rgb(147, 54, 29); border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); max-width: 5% !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; border-left-width: 0.4em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; border-radius: 0px 0px 5px 5px; padding: 2px 5px; font-size: 28px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; max-width: 90% !important; box-sizing: border-box; background-color: rgb(255, 30, 41);"><p style="box-sizing: border-box;"><span style="line-height: 1.2; box-sizing: border-box;">一</span></p></section><section style="display: inline-block; vertical-align: top; border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); border-left-width: 0.4em; border-left-style: solid; border-left-color: rgb(147, 54, 29); max-width: 5% !important; border-right-width: 0.4em !important; border-right-style: solid !important; border-right-color: transparent !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; box-sizing: border-box;"></section></section><section class="" style="display: inline-block; vertical-align: top; padding: 5px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; box-sizing: border-box;"><p style="clear: none; box-sizing: border-box;">为什么要用手机数据？</p></section></section></section></section></section><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); font-size: 22.4px;  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section style="display: inline-block; vertical-align: bottom; border-right-width: 0.35em; border-right-style: solid; border-right-color: rgb(104, 34, 34); border-top-width: 0.65em; border-top-style: solid; border-top-color: rgb(104, 34, 34); max-width: 5% !important; border-bottom-width: 0.65em !important; border-bottom-style: solid !important; border-bottom-color: transparent !important; border-left-width: 0.35em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; padding-right: 5px; padding-left: 5px; font-size: 16.8px; color: rgb(255, 255, 255); line-height: 2.1; box-sizing: border-box; max-width: 95% !important; background-color: rgb(241, 54, 63);"><p style="box-sizing: border-box;"><span style="font-size: 15px;"><strong style="box-sizing: border-box;"><span style="line-height: 25.6px;">1.因为人的问题很重要！（敲黑板）</span></strong></span></p></section></section></section></section></section><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6K1xQpXX5BGaaW09myuib5sk6xQebc8DwpvAkgKvsicrjI6HYPGbyfVXwg/0?wx_fmt=jpeg" data-ratio="0.6332574031890661" data-w="439"  /></p><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">人是城市活动的参与主体，既是城市的建设者，又是最主要的使用者和感知者。了解人口活动的分布和规律通常是一个城市所有问题的基础。习大大在中央城市工作会议中多次提到人口问题，自上而下的各级政府也纷纷出台人口相关政策，越来越多的城市管理者和规划师已经意识到<span style="color: rgb(255, 76, 0);">人作为重要主体在城市中的重要性</span>。</p></section></section></section></section><p><br  /></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KT9TCUmNMAWOeeicvuAW4QgsH9d8foshRamCrAVEiassMoLyHEgkkSQgw/0?wx_fmt=jpeg" data-ratio="0.284375" data-w="1280"  /></p><p><span style="color: rgb(136, 136, 136); font-size: 13px;">划重点——某项目中自中央到街道各级政府均制定人口相关政策</span></p><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); font-size: 22.4px;  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section style="display: inline-block; vertical-align: bottom; border-right-width: 0.35em; border-right-style: solid; border-right-color: rgb(104, 34, 34); border-top-width: 0.65em; border-top-style: solid; border-top-color: rgb(104, 34, 34); max-width: 5% !important; border-bottom-width: 0.65em !important; border-bottom-style: solid !important; border-bottom-color: transparent !important; border-left-width: 0.35em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; padding-right: 5px; padding-left: 5px; font-size: 16.8px; color: rgb(255, 255, 255); line-height: 2.1; box-sizing: border-box; max-width: 95% !important; background-color: rgb(241, 54, 63);"><p style="box-sizing: border-box;"><span style="font-size: 15px;"><strong style="box-sizing: border-box;">2.“没有人”是因为没有数据</strong></span></p></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">既然人的问题对城市建设如此重要，为什么我们看到的城市研究中对人的涉及却这么少呢？原因不只有一个，但却有一个最重要的——<span style="color: rgb(255, 76, 0);">个体的规划如“人”很难监测</span>。城市尺度的统计年鉴数据根本无法满足对城市日益精细的研究需求，具体到街道乡镇的人口普查数据十年才有一次，十年什么概念，十年前北京的商品房均价才8千，现在已经8万了。静态数据的获取已经很难，更不要说人口动态活动的数据，人工调查成本巨大，数据样本量、粒度和维度也远远不够解释人口的特征，还要用“千人指标”这个抽象的概念勉强掩护。其实，以往的规划中“人”被忽略并非刻意，只是<span style="color: rgb(255, 76, 0);">传统数据在应用上的无奈</span>。</p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KoiaaibIBfjcb0nc1R5s0jBH0MmsuN0Ix5LMbq7hicIubibicG64HS8ghaJw/0?wx_fmt=jpeg" data-ratio="1" data-w="200"  /></p><p style="box-sizing: border-box;"><br  /></p></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); font-size: 22.4px;  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section style="display: inline-block; vertical-align: bottom; border-right-width: 0.35em; border-right-style: solid; border-right-color: rgb(104, 34, 34); border-top-width: 0.65em; border-top-style: solid; border-top-color: rgb(104, 34, 34); max-width: 5% !important; border-bottom-width: 0.65em !important; border-bottom-style: solid !important; border-bottom-color: transparent !important; border-left-width: 0.35em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; padding-right: 5px; padding-left: 5px; font-size: 16.8px; color: rgb(255, 255, 255); line-height: 2.1; box-sizing: border-box; max-width: 95% !important; background-color: rgb(241, 54, 63);"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">3.什么是手机数据？</strong></p></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">手机数据有几种类型，如<span style="color: rgb(255, 76, 0);">通话详单数据</span>，包括归属地、年龄等用户属性，而我们主要应用的是识别用户空间位置的<span style="color: rgb(255, 76, 0);">手机信令数据</span>。因为几乎每个人都随身携带手机，信令数据在人口移动上可以提供的信息前所未有的详细，时空全覆盖和绝对精细化使手机数据一经问世就具备了成为规划大杀器的重要潜质。</p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KTiccPXPwECrDtVNRclG2KT6sFtxr5dFpWiaGolL6k5iaWibkU6HfQdfzicQ/0?wx_fmt=jpeg" data-ratio="1" data-w="700"  /></p><p style="box-sizing: border-box;">进一步解释，其实原理非常简单：</p><p style="box-sizing: border-box;"><br  /></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KcNVvPuedexhbDicBRx6QUmnCEEPictm7Onv9DShhPEu9vnFD3AasP9XA/0?wx_fmt=jpeg" data-ratio="0.6909090909090909" data-w="385"  /></p><p style="text-align: center;"><br  /></p><p style="box-sizing: border-box;">我们的城市中分布着很多<span style="color: rgb(255, 76, 0);">移动信号基站</span>，每一个基站都在记录出现在其信号范围内的手机用户信息，将一定范围内的基站所接收的信息集合起来，就能识别出一个手机用户在这个范围中的活动轨迹。</p><p style="box-sizing: border-box;"><br  /></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KcXMiadyVPFxq3d2rdw4H3wwJ7Z2icRBQeg59hvNjHu0yUp8SIeS6lBJg/0?wx_fmt=jpeg" data-ratio="0.61625" data-w="800"  /></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px; font-size: 13px; color: rgb(136, 136, 136);">手机信令数据通过基站记录用户实时位置</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px; font-size: 13px; color: rgb(136, 136, 136);"><br  /></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;">每个人都有手机，所以数据有接近全样本的高覆盖率；每个人都随身携带手机，所以数据有直接反映空间位置的高精度；每天都在收集手机数据，所以数据有立等可取的高时效性。<span style="line-height: 25.6px; color: rgb(255, 76, 0);">不想经历十年的漫长等待，<span style="line-height: 25.6px;">不</span>想耗费巨大的人力调查成本，不想纠结粗糙的数据尺度——手机数据，你值得拥有</span>。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KKgN2m0okNibEmX0iatFovJhTwysCb8KOcKMfQ4ibsX6icqQ5T8yhag6Sicw/0?wx_fmt=jpeg" data-ratio="0.7597173144876325" data-w="283"  /></p><p style="text-align: center;"><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; text-align: center;  box-sizing: border-box; "><section class="" style="width: 100%; text-align: left; box-sizing: border-box; background-color: rgb(61, 60, 69);"><section style="display: inline-block; vertical-align: top; float: left; margin-top: -0.68em; transform: rotate(0deg); -webkit-transform: rotate(0deg); -moz-transform: rotate(0deg); -o-transform: rotate(0deg); box-sizing: border-box;"><section style="display: inline-block; vertical-align: top; border-right-width: 0.4em; border-right-style: solid; border-right-color: rgb(147, 54, 29); border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); max-width: 5% !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; border-left-width: 0.4em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; border-radius: 0px 0px 5px 5px; padding: 2px 5px; font-size: 28px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; max-width: 90% !important; box-sizing: border-box; background-color: rgb(255, 30, 41);"><p style="box-sizing: border-box;">二</p></section><section style="display: inline-block; vertical-align: top; border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); border-left-width: 0.4em; border-left-style: solid; border-left-color: rgb(147, 54, 29); max-width: 5% !important; border-right-width: 0.4em !important; border-right-style: solid !important; border-right-color: transparent !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; box-sizing: border-box;"></section></section><section class="" style="display: inline-block; vertical-align: top; padding: 5px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; box-sizing: border-box;"><p style="clear: none; box-sizing: border-box;">手机数据可以怎么用？</p></section></section></section></section></section><p style="box-sizing: border-box;"><br  /></p></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">之所以要写这篇文章，是因为我们清华同衡创新中心在手机数据研究上不仅走在行业前列，更积累了大量项目实战经验，形成了手机数据应用的四大优势——<span style="color: rgb(255, 76, 0);">数据优势、应用优势、算法优势和开发优势</span>。</p><p style="box-sizing: border-box;"><br  /></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KyKKV7EVTN75KG3JCf6j4jMUBtdENRVpFPVpIkiaSia7zHXQXVUOacyiaA/0?wx_fmt=jpeg" data-ratio="0.5608108108108109" data-w="740"  /></p></section></section></section></section><p><br  /></p><section><section powered-by="xiumi.us"><section><section><section powered-by="xiumi.us"><section><section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 45%; padding-right: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" font-size: 12.8px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 31.5077px; text-align: right; line-height: 0.8; letter-spacing: 0px; color: rgb(129, 203, 205); box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="font-size: 25px;"><strong>同衡优势1</strong></span></p></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 55%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 30px; margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 21.6px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">——自带数据</strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style=" margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 16.4572px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">三大运营商全国覆盖</strong></p></section></section></section></section></section></section></section><p><br  /></p></section></section></section></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="line-height: 25.6px;">在别人还在为拿不到数据发愁的时候，我们通过战略合作伙伴已经构建了覆盖三大运营商的数据生态链。同衡战略合作伙伴“<span style="line-height: 25.6px; color: rgb(255, 76, 0);">晶众交通</span>”是中国移动大数据“SA战略”服务提供商<span style="color: rgb(136, 136, 136); font-size: 13px; line-height: 25.6px;  background-color: rgb(255, 255, 255);">（微信搜索“晶众交通”可关注公众号了解更多内容）</span>；中国联通是第一家已经形成了全国数据汇集能力的运营商，联通的“<span style="line-height: 25.6px; color: rgb(255, 76, 0);">智慧足迹</span>”与我们多次合作完成了基于手机数据的研究分析<span style="color: rgb(136, 136, 136); font-size: 13px; line-height: 25.6px;  background-color: rgb(255, 255, 255);">（微信搜索“智慧足迹大数据”可关注公众号了解更多内容）</span>；电信云计算公司也与我们开展了科研课题上的亲密合作。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><br  /></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KMoawto1gdCEXhvmGgPdtp4Wfh3jO8AgZcQoibCmp832qLMv2HMa4HwA/0?wx_fmt=jpeg" data-ratio="0.748898678414097" data-w="227"  /></p><p style="text-align: left;"><span style="line-height: 25.6px; color: rgb(255, 76, 0);">利用手机数据作分析，我们同衡有“自带数据”的天然优势</span><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KG0ZQzs0fJHnxPMSibo07pBSngibjjLxUlCJLCyYedI2v5CowvIdwKicicA/0?wx_fmt=jpeg" style="line-height: 1.8;" data-ratio="0.775" data-w="40"  /><span style="line-height: 1.8;"></span><span style="line-height: 25.6px; color: rgb(255, 76, 0);"></span><span style="color: rgb(255, 76, 0); line-height: 25.6px;">。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span><br  /></p></section></section></section></section><section><section powered-by="xiumi.us"><section><section><section powered-by="xiumi.us"><section><section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 45%; padding-right: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" font-size: 12.8px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 31.5077px; text-align: right; line-height: 0.8; letter-spacing: 0px; color: rgb(129, 203, 205); box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="font-size: 25px;"><strong>同衡优势2</strong></span></p></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 55%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 30px; margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 21.6px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">——应用优势</strong></p></section></section></section></section></section></section></section><p><br  /></p></section></section></section></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="line-height: 25.6px;">过去的一年中清华同衡创新中心已经利用手机信令数据完成了<span style="line-height: 25.6px; color: rgb(255, 76, 0);">从区域到街道全尺度覆盖的人口分布测算与活动监测指标体系和技术路线的研究的小目标</span>。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><br  /></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KvYzO4Rrsz23zgapptK8nicoy3kCLTuGjvEKvLiawkDiaPvRicx1DyDG3AA/0?wx_fmt=jpeg" data-ratio="0.5690909090909091" data-w="550"  /></p><p><br  /></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span><span style="line-height: 25.6px;">项目的重点和亮点都有哪些呢？</span></p></section></section></section></section><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 8px; margin-right: 0%; margin-left: 0%; transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section class="" style="color: rgb(255, 255, 255); font-size: 15px; padding-left: 5px; padding-right: 5px; margin-bottom: 4px; box-sizing: border-box; background-color: rgb(197, 36, 36);"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">人口分布研究</strong></p></section><section style="border-top-width: 2px; border-top-style: dotted; border-top-color: rgb(95, 94, 102); width: 100%; box-sizing: border-box;"></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section><p style="box-sizing: border-box; text-align: left;"><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;  background-color: rgb(255, 255, 255);"></span><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;  background-color: rgb(255, 255, 255);">人口分布的规模和结构一直都是规划中关注的重点，对于优化区域空间布局、调整产业结构意义重大，在此基础之上，我们还利用手机数据的高时效性特点，提出了人口分时空聚散变化等指标，识别不同时间段、不同区域的人口变化，以数据分析为量化依据得到人口分布的时空特征规律。</span></p><p style="box-sizing: border-box; text-align: left;"><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;  background-color: rgb(255, 255, 255);"><br  /></span></p><ul class=" list-paddingleft-2" style="list-style-type: disc;"><li><p style="box-sizing: border-box; text-align: left;"><span style="letter-spacing: 0px; text-align: center; font-size: 15px; line-height: 25.6px; color: rgb(255, 76, 0); background-color: rgb(255, 255, 255);">规</span><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;  background-color: rgb(255, 255, 255);"><span style="letter-spacing: 0px; line-height: 25.6px; text-align: center;  background-color: rgb(255, 255, 255);"></span><span style="letter-spacing: 0px; line-height: 25.6px; text-align: center;  color: rgb(255, 76, 0); background-color: rgb(255, 255, 255);">模评估及空间分布</span><span style="letter-spacing: 0px; line-height: 25.6px; text-align: center;  background-color: rgb(255, 255, 255);">的研究在区域-城市-区县-街道各级尺度均有涉及，更可以打破行政边界和传统统计口径的限制，反映真实的人口规模和空间分布特点。</span></span></p></li></ul><p style="box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px;"></span></p><p><br  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KT5yIjTYh3U3ibhvwiaf9yExOsvm9ic5geCib0yKCd2KMsZV4cp8M0mlQkw/0?wx_fmt=jpeg" data-ratio="0.7024291497975709" data-w="494" style="line-height: 25.6px; text-align: center; background-color: rgb(255, 255, 255);"  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KCGVVZO9IuzeTuuBmiaEvrZvoKLRuLTgbJ06NyUGB1e97rB0y1paFLYg/0?wx_fmt=jpeg" data-ratio="1.0564334085778782" data-w="443" style="line-height: 25.6px; background-color: rgb(255, 255, 255);"  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KxYwUr2MJYoSLibExk1wP2Cz87yGs6KvjWqkqTicicWQdzKtz9odA0KdTQ/0?wx_fmt=jpeg" data-ratio="1.2798573975044563" data-w="561" style="line-height: 25.6px; background-color: rgb(255, 255, 255);"  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="color: rgb(136, 136, 136); font-size: 13px; line-height: 25.6px; background-color: rgb(255, 255, 255);">全尺度人口规模分布示意图（省、市、区）</span></section><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="color: rgb(136, 136, 136); font-size: 13px; line-height: 25.6px; background-color: rgb(255, 255, 255);"><br  /></span></section><ul class=" list-paddingleft-2" style="list-style-type: disc;"><li><p style="text-align: left;"><span style="color: rgb(255, 76, 0);">结构特点</span>——利用年龄段与归属地等属性对人口进行划分，了解各类人口构成比例和静态联系；利用手机识别的空间分布信息，测算不同类型人口的结构特点，深度反映了片区的各类人口真实情况。如某市人口研究中，通过对号码归属地的统计可以掌握城市的外来人口动态。</p></li></ul><section style="text-align: left;"></section></section></section><p><br  /></p><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KGVe500yfKAdMyzERzChpLFAzibZW3IdMTPJqpZ3aRIqVdLsS2HUQNicw/0?wx_fmt=jpeg" data-ratio="0.4655819774718398" data-w="799"  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">某项目中外地手机号码归属地前十名</span></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><br  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px;">还可以清晰的识别出各区县外地用户的数量以及跟平日的差异，对规划中掌握外来人口情况和人口静态迁徙提供重要依据。</span></section></section></section><p><br  /></p><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KiaQM4edYuRDETjkOn5RLuDAgP32n2aOPvyLhhknuM8CbKrenLmIE8WQ/0?wx_fmt=jpeg" data-ratio="0.7331863285556781" data-w="907"  /></p><p><br  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">某市平日春节各区县外地手机号码对比分析</span></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;"></span></section></section></section><p><br  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px;">更精细的研究可以在微观单元上横向比较各街道人口结构，客观掌握城市不同地区各类人口特点，为人口调控提供量化依据。</span></section></section></section><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;"><br  /></p><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal; text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KqvDVZ4YHFojgibcNNv4A5W5np72BQYcfUZ5LX5XcfsB0bMjvepsFZnQ/0?wx_fmt=jpeg" data-ratio="0.37986270022883295" data-w="874"  /><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">各街道人口结构对比分析</span></p><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal; text-align: center;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;"><br  /></span></p><ul class=" list-paddingleft-2" style="list-style-type: disc;"><li><p style="text-align: left;"><span style="line-height: 25.6px; letter-spacing: 0px; text-align: left; font-size: 15px; color: rgb(255, 76, 0);">分时分地分类型对特定区域每小时人口数量进行统计</span><span style="line-height: 25.6px; letter-spacing: 0px; text-align: left; color: rgb(8, 8, 8); font-size: 15px;">，动态监测人口聚散，识别区域高峰时段，为设施供给等规划提供量化依据。这一类研究我和我的小伙伴们在区县和街道应用较多。如某地区人口昼夜活动区域和密度的监测，直观地反映了该区域的职住分布热点区域。</span><br  /></p><p><br  /></p></li></ul><p style="color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal; text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6K6yibTqAO4mmmuZYnqKaXNEl16BLgADfoa7Hg09x9ORAlbKtgUd0XiaUg/0?wx_fmt=jpeg" data-ratio="0.748558246828143" data-w="867"  /><span style="letter-spacing: 0px; line-height: 25.6px; font-size: 13px; color: rgb(136, 136, 136);">某地区昼夜人口分布对比</span></p><p><br  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px;">中关村街道人群特征研究中我们对街道24小时进出人口数量进行了监测，识别出每个时刻有多少人进出这个地盘，为街道基层管理的实施提供了重要参照。</span></section></section></section><p><br  /></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KeeLbehMTSsJDRBhOqnBHQyFIbISEiaYmzibuY6MibQ2GogovbcWGQr2dw/0?wx_fmt=jpeg" data-ratio="0.2703125" data-w="1280"  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">中关村街道24小时人口进出数量变化监测</span></section></section></section><p><br  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style=" color: rgb(8, 8, 8); font-size: 15px; line-height: 27px; white-space: normal;  box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px;">人口的分布方面还有很多应用，如平日周末节假日的数量和分布差异的对比等等在时间段和人口类型之间的无限种排列组合，只要你想知道的，我们都可以从手机这个数据中挖掘出来。</span></section></section></section><p><br  /></p></section></section></section></section><section><section powered-by="xiumi.us"><section><section><section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 8px; margin-right: 0%; margin-left: 0%; transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; box-sizing: border-box;"><section class="" style="color: rgb(255, 255, 255); font-size: 15px; padding-left: 5px; padding-right: 5px; margin-bottom: 4px; box-sizing: border-box; background-color: rgb(197, 36, 36);"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">人口活动联系</strong></p></section><section style="border-top-width: 2px; border-top-style: dotted; border-top-color: rgb(95, 94, 102); width: 100%; box-sizing: border-box;"></section></section></section></section><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section><p style="box-sizing: border-box; text-align: left;"><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;">除了静态的人口分布信息，人口的动态迁徙、职住联系等也是我们关注的重点，并且上到宏观的区域尺度，下到微观街道尺度都有涉及。我们的目标就是得出</span><span style="font-size: 15px; line-height: 25.6px;  color: rgb(255, 76, 0);">以数据分析为量化依据的人口活动的区域间动态联系</span><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;">！</span></p><p style="box-sizing: border-box;"><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;"><br  /></span></p><p style="box-sizing: border-box;"><span style="color: rgb(8, 8, 8); font-size: 15px; line-height: 25.6px;"></span></p><ul class=" list-paddingleft-2" style="list-style-type: disc;"><li><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="font-size: 15px;"><span style="line-height: 25.6px; color: rgb(255, 76, 0);">迁徙联系</span><span style="line-height: 25.6px;">是手机识别人口联系中较为简单的一种，主要反映人口在两地之间的移动，我们利用手机对山东省、辽宁省的人口流动模式进行了刻画，为建设省域城镇体系、完善重大交通设施，调整区域产业结构提供重要依据。</span></span></p></section></section></section></li></ul><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><br  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6K0dY3e8p1SHxyVAXHiaIWgwnYkqXcAia1kZh9iauVzm8tnRtQG1WxOw9Cw/0?wx_fmt=jpeg" data-ratio="0.6508120649651972" data-w="862" style="letter-spacing: 0px; line-height: 1.8;"  /><br  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">山东省各城市人口往来联系示意图</span><br  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><br  /></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><ul class=" list-paddingleft-2" style="list-style-type: disc;"><li><p style="box-sizing: border-box; text-align: left;"><span style="font-size: 15px;"><span style="line-height: 25.6px; color: rgb(255, 76, 0);">职住联系</span><span style="line-height: 25.6px;">是手机数据空间识别应用中较为常见的一种，我们的职住算法综合了国内外最前沿的算法，并通过与人工统计、多源数据的校核与检验，现在已经较为成熟。具体在职住地识别，通勤时间、距离、廊道的识别等方面多次应用，尺度从城市、区县、到街道间的联系甚至街道内部的联系均积累了一定的项目经验。</span></span></p></li></ul><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><br  /></section></section></section><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KD5zOStf8OpEsib8sXAA5MpVeWb9rjKQAs9HE0qYN5QV7ia3IJsp45aJg/0?wx_fmt=jpeg" data-ratio="0.7188235294117648" data-w="850"  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: center; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">CBD就业者居住地识别</span><br  /></section></section></section><p><br  /></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6Kn9xWABATvRgtoaOERWL8lSiccdC1fiajyAViav1eyGfrEy9iaBNuhgWU9w/0?wx_fmt=jpeg" data-ratio="1.028894472361809" data-w="796"  /></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><p style="padding: 2px 10px; text-align: center; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;">中关村街道居住者就业街道识别</span></p><p style="padding: 2px 10px; text-align: center; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"><span style="line-height: 25.6px; letter-spacing: 0px; color: rgb(136, 136, 136); font-size: 13px;"><br  /></span></p></section></section><section powered-by="xiumi.us"><section><section style="text-align: left;"><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">除了日常通勤联系之外，我们还对特定人群、特定日期的特别因素影响进行了评估，如北京市政府搬迁至通州的影响进行评估、对阅兵日放假期间北三县人员进京情况的反映等等，成功利用手机数据实现重大事件影响监测。</p></section></section></section></section></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section class="" style="padding: 2px 10px; text-align: left; letter-spacing: 0px; line-height: 1.8; box-sizing: border-box;"></section></section></section><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KqaUgCzeB8OHXVSh0zAFunRTHtwczNw0pxgUPAAzJYGZCPialibTpRWsg/0?wx_fmt=jpeg" data-ratio="0.9129901960784313" data-w="816"  /></p><p style="text-align: center;"><span style="color: rgb(136, 136, 136); font-size: 13px; letter-spacing: 0px; line-height: 25.6px;">阅兵停产期间北三县进京人口去向变化</span><span style="color: rgb(136, 136, 136); font-size: 13px; letter-spacing: 0px; line-height: 25.6px;">分析</span></p><section class="Powered-by-XIUMI V5" powered-by="xiumi.us" style="   box-sizing: border-box; "><section class="" style=" transform: translate3d(0px, 0px, 0px); text-align: center;  box-sizing: border-box; "><section><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box; text-align: left;">你们以为这就完了吗？Too Young！我们不仅完成了以数据为基础的指标体系，更实现了以人口活动规律为量化指标的空间聚类研究。让手机数据不止能用来做算人口规模，看职住联系这种简单的分析，更可以关联多源数据，开发算法进行模拟和预测。</p></section></section></section></section><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"></span></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KpoNST5EHB1NCGtDeTOWAMmCjFEX9Hia5H7USecUINpI4eH88qRBzpcA/0?wx_fmt=jpeg" data-ratio="1" data-w="240"  /></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><br  /></span></p></section></section></section></section></section></section></section></section></section></section></section></section><section><section powered-by="xiumi.us"><section><section><section powered-by="xiumi.us"><section><section><section><section powered-by="xiumi.us"><section><section><section powered-by="xiumi.us"><section><section><section><section powered-by="xiumi.us"><section><section><section powered-by="xiumi.us"><section><section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 45%; padding-right: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" font-size: 12.8px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 31.5077px; text-align: right; line-height: 0.8; letter-spacing: 0px; color: rgb(129, 203, 205); box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="font-size: 25px;"><strong>同衡优势3</strong></span></p></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 55%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 30px; margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 21.6px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">——算法优势</strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style=" margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 15.4286px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">关联多源数据实现模拟预测</strong></p></section></section></section></section></section></section></section><p><br  /></p></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">每个用户（手机）每日平均产生约50条位置信息，仅北京市移动用户每日清洗后数据体量就有约70G。这个量级的数据对于普通规划师来说，打开文件都是个不可能完成的任务。但是清华同衡创新中心的规划师已经轻松克服了手机数据海量以及噪声大等问题，不仅开发出快捷的批量处理清洗流程和较成熟的位置识别算法产品线，同时利用多种机器学习模型，使用手机数据和相应指标对城市空间特征及人口活动进行评估。</p><p style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p><p style="box-sizing: border-box;">在上海，我们开创性地完成了基于人群活动和基于通勤特征的居住空间聚类结果空间分布，并用决策树反推解释聚类结果。与此同时，我们将聚类得出的用地画像标签，使用随机森林和GBDT算法，预测用地标签对活动人口量、出租车到发量的影响。实现了从单一指标，到用地画像，再到城市运行变化的全流程预测。其中，用地标签对出租车OD量的预测准确率可达90%，对活动人口量的预测模型可靠性达70%以上，成功将高大上的机器学习方法引入城市问题研究一线领域。</p><p style="box-sizing: border-box;"><br  /></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KOTsqv57xICvMheiayC2qPhvM69kSlOXEjkaPcCmtiaib3Iac1rlia1O9YQ/0?wx_fmt=jpeg" data-ratio="1.4152542372881356" data-w="590"  /></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px; color: rgb(136, 136, 136); font-size: 13px;">基于人群活动的居住空间聚类结果空间分布</span></p><p style="box-sizing: border-box;"><br style="box-sizing: border-box;"  /></p></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;">手机数据在我们手里也终于超越了仅对现象的解释。所以，既能模拟，也能预测，还在以为手机只能做职住的是不是已经out了？</p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KNldgEdSUdGo4iaJhxSwGry41quQNftWH9DWb1MCiavPQRBHgMlYtXEDg/0?wx_fmt=jpeg" data-ratio="1.0203045685279188" data-w="197"  /><span style="line-height: 1.8;"></span></p></section></section></section></section><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="display: inline-block; vertical-align: top; width: 45%; padding-right: 10px; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" font-size: 12.8px; transform: translate3d(0px, 0px, 0px); -webkit-transform: translate3d(0px, 0px, 0px); -moz-transform: translate3d(0px, 0px, 0px); -o-transform: translate3d(0px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 31.5077px; text-align: right; line-height: 0.8; letter-spacing: 0px; color: rgb(129, 203, 205); box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="font-size: 25px;"><strong>同衡优势4</strong></span></p></section></section></section></section><section class="" style="display: inline-block; vertical-align: top; width: 55%; box-sizing: border-box;"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 30px; margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 21.6px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">——开发优势</strong></p></section></section></section><section class="Powered-by-XIUMI V5" style="box-sizing: border-box;" powered-by="xiumi.us"><section class="" style=" margin-right: 0%; margin-left: 0%; font-size: 14.4px; transform: translate3d(-20px, 0px, 0px);  box-sizing: border-box; "><section class="" style="font-size: 16.4572px; color: rgb(102, 103, 103); box-sizing: border-box;"><p style="box-sizing: border-box;"><strong style="box-sizing: border-box;">监测平台多维动态展示</strong></p></section></section></section></section></section></section></section><p><br  /></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="line-height: 25.6px;">如果你看了上述解释，还是对手机数据应用觉得困难，没有关系，我们利用第四大优势——开发优势，帮你解决困扰。我们的目标就是让没有接触过大数据、无法处理庞大数据的专业人员也能用上手机数据。通过开发大数据评估与监测系统，完成后台处理数据，前端展示直观易操作的控制界面，将上手困难处理门槛极高的手机数据变为普通人也能秒懂好用的产品。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><br  /></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><span style="line-height: 25.6px;">我们的用户只需要通过界面的“数据控制层”选择自己想要分析的条目，即可看到结果和相关分析。有了这个平台，你不需要高薪雇好几个码农，不需要研究全尺度的分析过程，不需要自己开发艰涩难懂的算法，全套城市空间综合分析服务工具就近在眼前啦！</span></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><span style="line-height: 25.6px;"><br  /></span></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><span style="line-height: 25.6px;"></span></span></p><p><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KWwwSVu9iasNGJIzobusXwhrDkVd5FlERicT4kYP7L8XMGJ4McAOJgubQ/0?wx_fmt=jpeg" data-ratio="0.509375" data-w="1280"  /></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px; font-size: 13px; color: rgb(136, 136, 136);">基于手机数据的人口监测平台示意图</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px; font-size: 13px; color: rgb(136, 136, 136);"><br  /></span></p><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style=" margin-top: 10px; margin-bottom: 10px; text-align: center;  box-sizing: border-box; "><section class="" style="width: 100%; text-align: left; box-sizing: border-box; background-color: rgb(61, 60, 69);"><section style="display: inline-block; vertical-align: top; float: left; margin-top: -0.68em; transform: rotate(0deg); -webkit-transform: rotate(0deg); -moz-transform: rotate(0deg); -o-transform: rotate(0deg); box-sizing: border-box;"><section style="display: inline-block; vertical-align: top; border-right-width: 0.4em; border-right-style: solid; border-right-color: rgb(147, 54, 29); border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); max-width: 5% !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; border-left-width: 0.4em !important; border-left-style: solid !important; border-left-color: transparent !important; box-sizing: border-box;"></section><section class="" style="display: inline-block; vertical-align: top; border-radius: 0px 0px 5px 5px; padding: 2px 5px; font-size: 28px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; max-width: 90% !important; box-sizing: border-box; background-color: rgb(255, 30, 41);"><p style="box-sizing: border-box;"><span style="line-height: 1.2; box-sizing: border-box;">三</span></p></section><section style="display: inline-block; vertical-align: top; border-bottom-width: 0.4em; border-bottom-style: solid; border-bottom-color: rgb(147, 54, 29); border-left-width: 0.4em; border-left-style: solid; border-left-color: rgb(147, 54, 29); max-width: 5% !important; border-right-width: 0.4em !important; border-right-style: solid !important; border-right-color: transparent !important; border-top-width: 0.4em !important; border-top-style: solid !important; border-top-color: transparent !important; box-sizing: border-box;"></section></section><section class="" style="display: inline-block; vertical-align: top; padding: 5px; line-height: 1.2em; color: rgb(255, 255, 255); text-align: center; box-sizing: border-box;"><p style="clear: none; box-sizing: border-box;">期待合作</p></section></section></section></section></section><p style="box-sizing: border-box;"><br  /></p></section></section></section></section><section style="box-sizing: border-box; background-color: rgb(255, 255, 255);"><section class="Powered-by-XIUMI V5" style="   box-sizing: border-box; " powered-by="xiumi.us"><section class="" style="   box-sizing: border-box; "><section class="" style="font-size: 15px; line-height: 1.8; box-sizing: border-box;"><p style="box-sizing: border-box;"><span style="line-height: 25.6px;">已经有了数据优势、应用优势、算法优势和开发优势的我们还缺什么呢？答案就是——您！没错，就是带着城市发展的现实问题而来的您！如果您也对手机数据这个大杀器感兴趣，如果您也需要精细化的人口数据做研究，如果您也在寻找靠谱儿的合作伙伴，那么，快来清华同衡找我们！因为在手机数据上，没有人做过我们这么多，没有人做过我们这么全，没有人做过我们这么细，没有人做过我们这么深，更没有人做完还能像我们解释的这么清楚。</span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><br  /></span></p><p style="box-sizing: border-box;"><span style="line-height: 25.6px;"><span style="line-height: 25.6px;">（说了这么多，会不会有人以为我这不是年终总结，而是年终炫耀）</span></span></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6Km23oPuXzHrWbBowT7Z2U6mUIVQqxpjBSmkatteyzzicU8cvedHObCKA/0?wx_fmt=jpeg" data-ratio="1.0260869565217392" data-w="345"  /></p><p style="text-align: center;"><br  /></p><p style="line-height: 25.6px; white-space: normal;">我们热切的期盼有意向与我们开展合作的个人或者机构速度联系我们！</p><p style="line-height: 25.6px; white-space: normal;"><br  /></p><p style="line-height: 25.6px; white-space: normal;">我们欢迎：</p><p style="line-height: 25.6px; white-space: normal;"><br  /></p><p style="line-height: 25.6px; white-space: normal;"><span style="color: rgb(255, 76, 0);"><strong>1、数据合作</strong></span>：欢迎学者或研究机构利用数据资源共同开展课题合作研究；</p><p style="line-height: 25.6px; white-space: normal;"><br  /></p><p style="line-height: 25.6px; white-space: normal;"><strong><span style="color: rgb(255, 76, 0);">2、咨询服务</span></strong>：为政府和企事业单位等提供有深度有洞察力的城市发展与规划咨询服务；</p><p style="line-height: 25.6px; white-space: normal;"><br  /></p><p style="line-height: 25.6px; white-space: normal;"><strong><span style="color: rgb(255, 76, 0);">3、智慧平台</span></strong>：开发服务于政府和企事业单位的城市数据运营与综合决策支持平台。</p><p style="line-height: 25.6px; white-space: normal;"><br  /></p><p style="text-align: center;"><img data-s="300,640" data-type="jpeg" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_jpg/raykBSCslW6VBFXiczZoiaXrEgesorwz6KTJZKbuwAKhFzfnZ07GiaCFHhkxmL8g9epdCGOoXU8VmNQBXDibjLzqWw/0?wx_fmt=jpeg" data-ratio="0.5158371040723982" data-w="442"  /></p><p style="text-align: center;"><br  /></p><p style="line-height: 25.6px; white-space: normal;">不要犹豫，直接公众号留言，告诉我们您的联系方式、问题和需求吧！</p><p style="box-sizing: border-box;"><br  /></p></section></section></section></section><p><strong><span style="font-size: 14px;">本内容由清华同衡 技术创新中心提供</span></strong></p><p><img data-s="300,640" data-type="png" src="http://read.html5.qq.com/image?src=forum&q=5&r=0&imgflag=7&imageUrl=http://mmbiz.qpic.cn/mmbiz_png/raykBSCslW74GDiaSXFmbeP0sKYIKay9NGL0jYBJglHFFr3dGjZlUXcZSdraEvlK7TeLeOD7W1V0hnclcF9Bw0Q/0?wx_fmt=png" data-ratio="0.6355555555555555" data-w="900"  /></p>
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