IB Business Management Topic 5.9.8 Big Data Revision Notes (HL)

IB Business Management Topic 5.9.8 Big Data Revision Notes (HL) | RevisionDojo

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Leveraging Massive Datasets for Business Advantage

How do businesses even make sense of the vast amount of data available?
How do they know you're into Taylor Swift, or Messi?
Or that you're extremely upset about the Luka trade, and also want a burger?
This is where big data comes in.

Definition

Big data

Big data refers to large and complex datasets that traditional methods cannot process effectively.

The 3 Vs of Big Data

Big data is often defined by three key characteristics:

V	Definition	Example
Volume	Massive amounts of data generated from multiple sources.	Social media platforms process petabytes of data daily.
Velocity	The speed at which data is collected and analyzed.	Stock market AI analyzes millions of transactions in real time.
Variety	Data comes in different formats, such as text, images, and videos.	E-commerce platforms track purchase history, reviews, and clicks.

How Businesses Use Big Data

1. Trend Analysis

Identifying Patterns: Businesses analyze data to spot emerging trends, such as changing consumer preferences or market shifts.
Informed Decision-Making: By understanding trends, companies can make strategic decisions, like launching new products or entering new markets.

Example

Fashion retailer Shein analyzes real-time sales data to rapidly produce trending designs, reducing excess inventory.

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Definition

Paywall

(on a website) an arrangement whereby access is restricted to users who have paid to subscribe to the site.

anim nostrud sit dolore minim proident quis fugiat velit et eiusmod nulla quis nulla mollit dolor sunt culpa aliqua

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.

Duis aute irure dolor in reprehenderit

Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.

Note

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam quis nostrud exercitation.

Excepteur sint occaecat cupidatat non proident

Nemo enim ipsam voluptatem quia voluptas sit aspernatur aut odit aut fugit, sed quia consequuntur magni dolores eos qui ratione voluptatem sequi nesciunt. Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit.

Tip

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.

Lorem ipsum dolor sit amet, consectetur adipiscing elit.
Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.
Duis aute irure dolor in reprehenderit in voluptate velit esse cillum.

Unlock the rest of this chapter with a free account

Leveraging Massive Datasets for Business Advantage

How do businesses even make sense of the vast amount of data available?
How do they know you're into Taylor Swift, or Messi?
Or that you're extremely upset about the Luka trade, and also want a burger?
This is where big data comes in.

Definition

Big data

Big data refers to large and complex datasets that traditional methods cannot process effectively.

The 3 Vs of Big Data

Big data is often defined by three key characteristics:

V	Definition	Example
Volume	Massive amounts of data generated from multiple sources.	Social media platforms process petabytes of data daily.
Velocity	The speed at which data is collected and analyzed.	Stock market AI analyzes millions of transactions in real time.
Variety	Data comes in different formats, such as text, images, and videos.	E-commerce platforms track purchase history, reviews, and clicks.

How Businesses Use Big Data

1. Trend Analysis

Identifying Patterns: Businesses analyze data to spot emerging trends, such as changing consumer preferences or market shifts.
Informed Decision-Making: By understanding trends, companies can make strategic decisions, like launching new products or entering new markets.

Example

Fashion retailer Shein analyzes real-time sales data to rapidly produce trending designs, reducing excess inventory.

Definition

Paywall

(on a website) an arrangement whereby access is restricted to users who have paid to subscribe to the site.

anim nostrud sit dolore minim proident quis fugiat velit et eiusmod nulla quis nulla mollit dolor sunt culpa aliqua

Duis aute irure dolor in reprehenderit

Note

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam quis nostrud exercitation.

Excepteur sint occaecat cupidatat non proident

Tip

Lorem ipsum dolor sit amet, consectetur adipiscing elit.
Sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris.
Duis aute irure dolor in reprehenderit in voluptate velit esse cillum.

Unit 1: Introduction to Business Management - Core operational components and business functions6 subtopics

Unit 2: HR Management - Motivation, Structure, Hierarchy7 subtopics

Unit 3: Financial Management - Accounting, Ratio evaluation, Core Financial Documents9 subtopics

Unit 4: Marketing Management - The 7 P's, strategies and forecasting6 subtopics

Unit 5: Operations Management - Production Methods, Production planning and management9 subtopics

BM Toolkit - Core business frameworks and tools15 subtopics

IB Business Management 5.9.8 Big Data Notes

Unit 1: Introduction to Business Management - Core operational components and business functions6 subtopics

Unit 2: HR Management - Motivation, Structure, Hierarchy7 subtopics

Unit 3: Financial Management - Accounting, Ratio evaluation, Core Financial Documents9 subtopics

Unit 4: Marketing Management - The 7 P's, strategies and forecasting6 subtopics

Unit 5: Operations Management - Production Methods, Production planning and management9 subtopics

BM Toolkit - Core business frameworks and tools15 subtopics

Leveraging Massive Datasets for Business Advantage

The 3 Vs of Big Data

How Businesses Use Big Data

1. Trend Analysis

anim nostrud sit dolore minim proident quis fugiat velit et eiusmod nulla quis nulla mollit dolor sunt culpa aliqua

Duis aute irure dolor in reprehenderit

Excepteur sint occaecat cupidatat non proident

Unlock the rest of this chapter with a free account

Leveraging Massive Datasets for Business Advantage

The 3 Vs of Big Data

How Businesses Use Big Data

1. Trend Analysis

anim nostrud sit dolore minim proident quis fugiat velit et eiusmod nulla quis nulla mollit dolor sunt culpa aliqua

Duis aute irure dolor in reprehenderit

Excepteur sint occaecat cupidatat non proident

Unlock the rest of this chapter with a free account