Data Collection: Gather data from various sources, which can include databases, spreadsheets, surveys, and more.
Data Analysis : Using statistical methods and other analytical techniques to derive insights from the data. Applying descriptive statistics, inferential statistics, regression analysis, clustering, and other methods depending on the goals of the analysis.
Data Visualization: Communicating findings effectively is crucial. Using visualization tools to create charts, graphs, and dashboards that make complex data more understandable for non-technical stakeholders.
Interpretation of Results: Interpret the results of their analyses and draw meaningful conclusions translating technical findings into actionable insights for decision-makers.
Report Generation: Creating reports, summarizing all the findings and recommendations. These reports can be presented to various stakeholders, including managers, executives, or clients.