Prepare data for exploration - Module 1 Flashcards
How data is collected
- Interviews
- Observations
- Forms
- Questionnaires
- Surveys
- Cookies
Data collection considerations
- How the data will be collected
- Choose data sources
3.Decide what data to use - How much data to collect
- Select the right data type
- Determine the timeframe
First-party data
Data collected by an individual or group using their own resources
Second-party data
Data collected by a group directly from its audience and then sold
Third party data
Data collected from outside sources who did not collect it directly
Key factor when deciding what data to use
The data you choose should apply to your needs and it must be approved for use
Population
All possible data values in a certain dataset
Sample
A part of the population that is representative of the population
Discrete data
Data that is counted and has a limited number of values
Continuous data
Data that is measured and can have almost any numeric value
Nominal data
A type of qualitative data that is categorized without a set order
Ordinal data
A type of qualitative data with a set order or scale
Internal data
Data that lives within a company’s own systems
External data
Data that lives and is generated outside of an organization
Structured data
Data organized in a certain format such as rows and columns