Acquiring data for an application

Data acquisition is an important step in the data analysis process. When data is acquired, it is often in a specialized form and its contents may be inconsistent or different from an application's need. There are many sources of data, which are found on the Internet. Several examples will be demonstrated in Chapter 2, Data Acquisition.

Data may be stored in a variety of formats. Popular formats for text data include HTML, Comma Separated Values (CSV), JavaScript Object Notation (JSON), and XML. Image and audio data are stored in a number of formats. However, it is frequently necessary to convert one data format into another format, typically plain text.

For example, JSON (http://www.JSON.org/) is stored using blocks of curly braces containing key-value pairs. In the following example, parts of a YouTube result is shown:

    {
      "kind": "youtube#searchResult",
      "etag": etag,
      "id": {
        "kind": string,
        "videoId": string,
        "channelId...