The data analytics life cycle describes the phases that data go through from even before collecting the data to making informed decisions.
1
Ask
The ask phase is the first step and it starts even before collecting any data. In this phase you need to ask questions in order to define very clearly the business challenge you are trying to solve
2
Prepare
data generation, data collection and retrieval, store the data, and perform data management.
3
Process
cleaning and transforming data into a shape that is easier to analyze.
4
Analyze
Data exploration, visualization, and analysis; and finally make sense of the data you have
5
Share
clearly communicate these insights in a form that is easy for management to understand
6
Act
The Act phase is where you Put your insights to work to solve the problem.
explore the world of data analysis with our complete guide about data analytics including definition, method, types, jobs and many more.
8
Google Data Analytics Life Cycle
This the Data Analytics Life Cycle recommended by Google which includes 6 phases: Ask, Prepare, Process, Analyze, Share and Act. each phase focus on a different aspect of handling data.