liveBook · Manning

Data creation and use

As explained in Data for All

Data creation and use comprises the processes of producing data and applying it for purposes by people or entities.

What happens every time you click, tap, search, or interact online? You create data. The internet and World Wide Web now support much of everyday interaction, making data creation faster, larger, and more widely distributed than ever. section 3.1

This activity forms a global data ecosystem shaped by corporations, governments, and individuals pursuing their own interests. Participation commonly requires accepting agreements, often without understanding how data will be used or shared. section 1.1.3

Data creation and use connects everyday actions with larger processes:

  • Clicks and taps generate data as part of ordinary online interaction. section 3.1
  • Companies, governments, and individuals collectively shape the data ecosystem. section 1.1.3
  • Data moves through creation, cleaning, simple reporting, and later analytics. section 7.3.1
  • Agreements can determine intended uses and sharing with companies and governments across countries. section 1.1.3

An ordinary online moment

A person searches for information, clicks a result, taps within an application, and accepts its agreement. These actions create data while also permitting decisions about its use and sharing. section 3.1 section 1.1.3

Figure 7.1 Analytical Maturity Model—John K. Thompson, March 2022

Use the analytical maturity model to place data creation, cleaning, reporting, and analytics along a continuum. section 7.3.1

Awareness turns passive participation into an informed choice: understand what agreements permit, consider who receives the data, and recognize how personal actions contribute to wider consequences. section 1.1.3

How Data for All covers it

How deep it goes
Traces data from creation through cleaning and reporting to analytics, while stopping short of technical implementation details.
Examples
Uses clicks, taps, searches, participation agreements, and the analytical maturity model as concrete illustrations.
What it assumes
Assumes ordinary familiarity with internet use while establishing why routine actions count as data creation.
What you can do after
Evaluate data-use agreements, identify potential sharing, and recognize personal participation in the wider data ecosystem.
How it connects
Connects the internet, World Wide Web, data ecosystem, consent, data cleaning, reporting, and analytics.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Data for All. The section links point to the parts of the book it draws on.