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<h1 class="title is-size-3 is-size-4-mobile has-text-weight-normal">
浅谈app中数据收集
</h1>
<div class="content">
<h3 id="前言"><a href="#前言" class="headerlink" title="前言"></a>前言</h3><p>数据,一个在代码生涯中必不可少的成员.在一个app运营的时候一定要监控和收集大量的数据作为分析的资本.可以说数据即一切.那么哪些数据是需要我们关心并且去收集 统计 近而分析他呢.</p>
<a id="more"></a>
<p>下面我们一起来看下.</p>
<h3 id="数据来源"><a href="#数据来源" class="headerlink" title="数据来源"></a>数据来源</h3><p>对于一个app来说,数据来源大致分为两种</p>
<ul>
<li>app本地数据<ul>
<li>app本地数据,例如用户操作app时在app上的操作数据 app运行时产生的数据(包括异常数据)等</li>
</ul>
</li>
<li>app线上数据<ul>
<li>app在运行时免不了与服务端进行交互,交互就要产生数据0例如app请求服务端是服务端进行了怎样的流程 产生了怎样的数据,达到了怎样的结果等.</li>
</ul>
</li>
<li>app的下载数据</li>
</ul>
<p>本文主要针对app本地数据进行阐述</p>
<h3 id="app本地数据的分类"><a href="#app本地数据的分类" class="headerlink" title="app本地数据的分类"></a>app本地数据的分类</h3><ul>
<li>页面曝光 即当前屏幕页面上有哪些模块(内容)</li>
<li>页面信息 即用户进入了那一页</li>
<li>埋点行为 即用户点击了哪些</li>
<li>app激活数据 即有哪些手机安装了app</li>
</ul>
<h3 id="什么时候上报app本地数据"><a href="#什么时候上报app本地数据" class="headerlink" title="什么时候上报app本地数据"></a>什么时候上报app本地数据</h3><p>app端在什么时候上报数据呢?用户在使用app过程中肯定会出现网络不好的情况,那么我们如何保证在没有网络的情况下准确上报数据呢?很简单,持久化到本地呗,那么我们什么时候开始上报这些数据呢?通常来讲,用户使用app的时候经常会做以下操作: </p>
<ul>
<li>用户打开app</li>
<li>用户在app界面按下home键</li>
<li>用户在切换应用</li>
</ul>
<p>既然多数app都会进行这三项操作,那么我们可以通过上述时机来上报app本地数据,这样做确保了数据的准确性</p>
<h3 id="收集哪些数据"><a href="#收集哪些数据" class="headerlink" title="收集哪些数据"></a>收集哪些数据</h3><p>既然要收集数据,那肯定要确定收集哪些.上面我们有提到了app本地数据的分类那我们就按照分类来一一说明</p>
<ul>
<li>页面曝光</li>
</ul>
<table>
<thead>
<tr>
<th>收集的信息</th>
<th>说明</th>
</tr>
</thead>
<tbody><tr>
<td>上报方式</td>
<td></td>
</tr>
<tr>
<td>用户id</td>
<td>用来确定是哪个用户进行了操作</td>
</tr>
<tr>
<td>曝光屏数</td>
<td>当前页在第几屏幕曝光出数据的</td>
</tr>
<tr>
<td>曝光内容id</td>
<td></td>
</tr>
<tr>
<td>曝光内容名称</td>
<td></td>
</tr>
<tr>
<td>曝光时间</td>
<td></td>
</tr>
<tr>
<td>手机唯一标识</td>
<td>用来区分手机</td>
</tr>
<tr>
<td>app版本</td>
<td></td>
</tr>
<tr>
<td>app平台</td>
<td></td>
</tr>
<tr>
<td>页面id</td>
<td></td>
</tr>
<tr>
<td>页面名称</td>
<td></td>
</tr>
<tr>
<td>手机厂商</td>
<td></td>
</tr>
<tr>
<td>手机型号</td>
<td></td>
</tr>
<tr>
<td>系统id(名称)</td>
<td></td>
</tr>
<tr>
<td>网络类型</td>
<td>打开页面时候的网络类型(WiFi 移动4g 联通4g 等)</td>
</tr>
<tr>
<td>网络运行商</td>
<td>移动 电信 联通 等</td>
</tr>
<tr>
<td>ip</td>
<td>打开页面时的外网ip</td>
</tr>
<tr>
<td>上报时间</td>
<td>注意和曝光时间的区别,曝光时间不一定是上报时间</td>
</tr>
</tbody></table>
<ul>
<li>页面信息</li>
</ul>
<table>
<thead>
<tr>
<th>收集的信息</th>
<th>说明</th>
</tr>
</thead>
<tbody><tr>
<td>上报方式</td>
<td></td>
</tr>
<tr>
<td>用户id</td>
<td>用来确定是哪个用户进行了操作</td>
</tr>
<tr>
<td>页面url</td>
<td></td>
</tr>
<tr>
<td>手机唯一标识</td>
<td></td>
</tr>
<tr>
<td>打开页面时间</td>
<td></td>
</tr>
<tr>
<td>页面id</td>
<td></td>
</tr>
<tr>
<td>页面类型</td>
<td></td>
</tr>
<tr>
<td>上一页页面id</td>
<td></td>
</tr>
<tr>
<td>上一页页面类型</td>
<td></td>
</tr>
<tr>
<td>app版本</td>
<td></td>
</tr>
<tr>
<td>app平台</td>
<td></td>
</tr>
<tr>
<td>页面id</td>
<td></td>
</tr>
<tr>
<td>页面名称</td>
<td></td>
</tr>
<tr>
<td>手机厂商</td>
<td></td>
</tr>
<tr>
<td>手机型号</td>
<td></td>
</tr>
<tr>
<td>系统id(名称)</td>
<td></td>
</tr>
<tr>
<td>网络类型</td>
<td>打开页面时候的网络类型(WiFi 移动4g 联通4g 等)</td>
</tr>
<tr>
<td>网络运行商</td>
<td>移动 电信 联通 等</td>
</tr>
<tr>
<td>ip</td>
<td>打开页面时的外网ip</td>
</tr>
<tr>
<td>上报时间</td>
<td></td>
</tr>
</tbody></table>
<ul>
<li>埋点行为</li>
</ul>
<table>
<thead>
<tr>
<th>收集的信息</th>
<th>说明</th>
</tr>
</thead>
<tbody><tr>
<td>上报方式</td>
<td></td>
</tr>
<tr>
<td>用户id</td>
<td>用来确定是哪个用户进行了操作</td>
</tr>
<tr>
<td>手机唯一标识</td>
<td></td>
</tr>
<tr>
<td>行为名称</td>
<td>也就是点击了哪个按钮之类的</td>
</tr>
<tr>
<td>行为编码</td>
<td></td>
</tr>
<tr>
<td>行为触发时间</td>
<td></td>
</tr>
<tr>
<td>行为结束时间</td>
<td></td>
</tr>
<tr>
<td>页面id</td>
<td></td>
</tr>
<tr>
<td>页面类型</td>
<td></td>
</tr>
<tr>
<td>app版本</td>
<td></td>
</tr>
<tr>
<td>app平台</td>
<td></td>
</tr>
<tr>
<td>页面id</td>
<td></td>
</tr>
<tr>
<td>页面名称</td>
<td></td>
</tr>
<tr>
<td>手机厂商</td>
<td></td>
</tr>
<tr>
<td>手机型号</td>
<td></td>
</tr>
<tr>
<td>系统id(名称)</td>
<td></td>
</tr>
<tr>
<td>网络类型</td>
<td>打开页面时候的网络类型(WiFi 移动4g 联通4g 等)</td>
</tr>
<tr>
<td>网络运行商</td>
<td>移动 电信 联通 等</td>
</tr>
<tr>
<td>ip</td>
<td>打开页面时的外网ip</td>
</tr>
<tr>
<td>上报时间</td>
<td></td>
</tr>
</tbody></table>
<ul>
<li>app激活数据</li>
</ul>
<table>
<thead>
<tr>
<th>收集的信息</th>
<th>说明</th>
</tr>
</thead>
<tbody><tr>
<td>上报方式</td>
<td></td>
</tr>
<tr>
<td>激活时间</td>
<td></td>
</tr>
<tr>
<td>手机唯一标识</td>
<td></td>
</tr>
<tr>
<td>手机厂商</td>
<td></td>
</tr>
<tr>
<td>手机型号</td>
<td></td>
</tr>
<tr>
<td>系统id(名称)</td>
<td></td>
</tr>
<tr>
<td>网络类型</td>
<td>打开页面时候的网络类型(WiFi 移动4g 联通4g 等)</td>
</tr>
<tr>
<td>网络运行商</td>
<td>移动 电信 联通 等</td>
</tr>
<tr>
<td>ip</td>
<td>打开页面时的外网ip</td>
</tr>
<tr>
<td>上报时间</td>
<td></td>
</tr>
</tbody></table>
<p>通过上述,我们应该对什么时候app数据收集 以及采集哪些数据有了一定的认识.希望本文可以帮助到大家.</p>
</div>
<ul class="post-copyright">
<li><strong>本文标题：</strong><a href="https://blog.visutech.cn/3860430980.html">浅谈app中数据收集</a></li>
<li><strong>本文作者：</strong><a href="https://blog.visutech.cn">程振奇 | smallodd</a></li>
<li><strong>本文链接：</strong><a href="https://blog.visutech.cn/3860430980.html">https://blog.visutech.cn/3860430980.html</a></li>
<li><strong>发布时间：</strong>2017-10-11</li>
<li><strong>版权声明：</strong>本博客所有文章除特别声明外，均采用 <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/deed.zh" rel="external nofollow" target="_blank">CC BY-NC-SA 4.0</a> 许可协议。转载请注明出处！
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