Primary Data Sources
Data Sourcing
Data Collection
Collection
Data Collection
Collection
Insights
Creating a BI Framework
Data Sources 
Data sources are critical components in the fields of business analytics and data mining
...Types of Data Sources Data sources can be categorized into two main types:
primary data sources and secondary data sources
...
Data Sourcing Data sourcing refers to the process of identifying, collecting, and managing data from various
sources for analysis and decision-making purposes
...Types of Data Sources Data sources can be broadly categorized into two main types:
primary and secondary data sources
...
Data Collection Data collection is a systematic approach to gathering and measuring information from various
sources to obtain a comprehensive understanding of a particular phenomenon
...It is a critical process in the field of business analytics, particularly in descriptive analytics, where the
primary goal is to summarize past data to inform decision-making
...
Collection In the context of business analytics and
data analysis, the term collection refers to the systematic gathering of data from various
sources to support decision-making processes
...Types of Data Collection Methods Data collection methods can be broadly categorized into two main types:
primary data collection and secondary data collection
...
Data Collection Data collection is a systematic process of gathering and measuring information from various
sources to obtain insights and support decision-making in business analytics
...Methods of Data Collection Data collection methods can be broadly categorized into two types:
primary and secondary data collection
...
Collection In the context of business and business analytics, the term collection refers to the systematic gathering of
data from various
sources for analysis and decision-making purposes
...Types of Collection Data collection methods can be broadly categorized into several types:
Primary Data Collection Surveys Interviews Focus Groups Observations Secondary Data Collection Existing Databases
...
Insights In the field of business, insights refer to the understanding gained from analyzing
data that can inform decision-making and strategy
...The following are the
primary types of insights: Descriptive Insights: These insights provide an overview of past performance and trends
...A/B testing, product feature evaluation Data
Sources for Insights To derive meaningful insights, businesses rely on various data sources
...
Creating a BI Framework Business Intelligence (BI) is a technology-driven process for analyzing
data and presenting actionable information to help executives, managers, and other corporate end users make informed business decisions
...The
primary objectives of a BI framework include: Data Collection Data Integration Data Analysis Data Visualization Decision Support 2
...framework: Component Description Data
Sources Various internal and external sources from which data is collected, such as databases, spreadsheets, and APIs
...
Data Warehousing Data warehousing is a system used for reporting and data analysis, and is considered a core component of business intelligence
...It involves the collection, storage, and management of large volumes of data from various
sources, allowing organizations to make informed decisions based on comprehensive data analysis
...The
primary purpose of a data warehouse is to support decision-making processes through data analysis and reporting
...
Data Collection Data collection is a systematic approach to gathering and measuring information from a variety of
sources to develop a comprehensive understanding of a particular phenomenon
...Methods of Data Collection Data can be collected through various methods, which can be broadly categorized into two types:
primary and secondary data collection
...
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