结构化数据 非结构化数据

Unstructured data is found everywhere. In fact, most individuals and organization conduct their lives around unstructured data. Like Structured Data the unstructured may be machine generated or generated by humans or organizational generated.

随处可见非结构化数据。 实际上，大多数个人和组织都是围绕非结构化数据开展生活的。 像结构化数据一样，非结构化可以是机器生成的，也可以是人类生成的，也可以是组织生成的。

1)机器生成的非结构化数据 (1) MACHINE GENERATED UNSTRUCTURED DATA)

Following are some of the examples of machine-generated unstructured data, or in other words we can say that these are machine generated sources of unstructured data:

以下是机器生成的非结构化数据的一些示例，换句话说，我们可以说这些是机器生成的非结构化数据的来源：

1. Satellite Images: It basically includes data about weather, or data that are captured by the government in its surveillance imagery. Perfect Example of this is Google Earth.

   卫星图像：它基本上包括有关天气的数据，或政府在其监视图像中捕获的数据。 完美的例子就是Google Earth。

2. Scientific Data: This type of data basically includes seismic imagery, atmospheric data and high energy physics.

   科学数据：此类数据主要包括地震图像，大气数据和高能物理。

3. Photographs and video: This basically includes security video, surveillance video and traffic video and more such photography or videos.

   照片和视频：基本上包括安全视频，监视视频和交通视频，以及更多此类摄影或视频。

4. Radar or Sonar Data: This basically includes vehicular, meteorological, and oceanographic seismic profiles.

   雷达或声纳数据：这基本上包括车辆，气象和海洋地震剖面。

2)人为生成的非结构化数据 (2) HUMAN GENERATED UNSTRUCTURED DATA)

Following list is basically examples of human-generated unstructured data, or in other words we can say that these are human generated sources of unstructured data:

以下列表基本上是人为生成的非结构化数据的示例，换句话说，我们可以说这些是人为生成的非结构化数据的来源：

1. Text internal to your company: Think of all the text within document, logs, survey results, and emails. Enterprise information basically represents a large percent of the text information in today’s world.

   公司内部的文本：考虑文档，日志，调查结果和电子邮件中的所有文本。 企业信息基本上代表了当今世界上文本信息的很大一部分。

2. Social Media Data: This data is basically generated from the social media platform such as YOUTUBE, Facebook, Twitter, LinkedIn and many more such social sites.

   社交媒体数据：这些数据基本上是从社交媒体平台(例如YOUTUBE，Facebook，Twitter，LinkedIn以及更多此类社交网站)生成的。

3. Mobile Data: This type of Data basically includes text messages and location information.

   移动数据：此类数据主要包括短信和位置信息。

4. Website Content: This type of Data basically comes from any site delivering unstructured content, like Flicks or Instagram.

   网站内容：此类数据基本上来自任何提供非结构化内容的网站，例如Flicks或Instagram。

3)组织生成的非结构化数据 (3) ORGANIZATIONAL GENERATED UNSTRUCTURED DATA )

A simple example of this is the surveys or records released by an organization for example WHO's health record.

一个简单的例子就是组织发布的调查或记录，例如WHO的健康记录。

Patients records by the hospital are also the example of organizational generated unstructured data.

医院的患者记录也是组织生成的非结构化数据的示例。

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结构化数据 非结构化数据