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Types of Data Analytics โ€“ Descriptive, Diagnostic, Predictive & Prescriptive

๐Ÿ“Š Types of Data Analytics โ€“ Descriptive, Diagnostic, Predictive & Prescriptive

Every successful business today relies on data-driven decisionsโ€”but not all analytics are the same. Letโ€™s break down the 4 key types of Data Analytics and why they matter:

๐Ÿ”น Descriptive Analytics โ€“ What happened?

Looks at historical data to identify trends and patterns.
๐Ÿ‘‰ Example: Monthly sales reports, website traffic summaries.

๐Ÿ”น Diagnostic Analytics โ€“ Why did it happen?

Digs deeper to find the causes behind outcomes.
๐Ÿ‘‰ Example: Analyzing why customer churn increased last quarter.

๐Ÿ”น Predictive Analytics โ€“ What will happen?

Uses machine learning & statistical models to forecast future scenarios.
๐Ÿ‘‰ Example: Predicting demand for a product before launch.

๐Ÿ”น Prescriptive Analytics โ€“ What should we do?

Recommends the best course of action using AI & advanced models.
๐Ÿ‘‰ Example: Suggesting pricing strategies or supply chain optimizations.

๐Ÿ’ก Together, these analytics empower businesses to look back, learn, anticipate, and act.

๐Ÿ“Œ Fact Check: Companies using advanced analytics can improve decision-making speed by 5x and gain a significant competitive edge.

๐Ÿš€ Whether youโ€™re running a startup or a global enterprise, leveraging all four types of analytics ensures smarter strategies, reduced risks, and faster growth.

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