問題一覧
1
An organization may already have various data sources related to its business mission and operations, as well as internal assets and processes that can be used as data sources or generating additional data.
Internal Data Sources Available to an Organization
2
Two categories of Internal Data Sources Available to an Organization
Exis D S
New D S
Existing data sources, New data sources
3
Are already generated and stored digitally within the organization, and assets and business activities that can be surveyed or measured to generate new data sources.
EDS
Existing data sources
4
May include tracking product inventory, internal events, or interactions with other organizations.
NDS
New data sources
5
Categories of potential external data sources
Aqui or pur da sets
Da prov by cust
Fr, op, or publ acc da sour
Oth dat pub or publ acc
Aquired or purchased data sets, Data provided by customers, Free, open, or publicly accessible data sources, Other data published or publicly accessible
6
•Data sets provided in structured form by commercial organizations (e.g., Nielsen Holdings) that may be relevant to the business question
•Data streams of structured information to which it may be possible to subscribe for a fee (e.g., website traffic analysis services such as Google Analytics)
Acq or purc dat se
Acquired or purchased data sets
7
Social networking and social media services often provide APIs that can be used to collect information posted by customers (both on their own accounts and on the organization's accounts)
Direct communications from customers, including email, can be a rich data source
Dat prov by cus
Data provided by customers
8
•Some private organizations provide data sets via online portals (though it is important to check any restrictions on the use of that data in the license that accompanies it
• Many data sets are provided by governments, government agencies (such as the US Census Bureau) and non-profit organizations via open data portals
Fr, op, or publ acc dat sour
Free, open, or publicly accessible data sources
9
(e.g., online) in unstructured form, as long as its use does not violate the applicable terms and licenses
• Data that can be manually collected and curated into a structured form
• Data published online that can be automatically parsed and collected via web scraping (usually a workflow that a data engineer is best-suited to implement)
Oth dat pub or pub acc
Other data published or publicly accessible
10
To effectively collect and store data within an organization, it is crucial to identify available means for collecting and storing the desired information. The resources needed for this process depend on the nature of the business question being addressed, such as whether it is a one-time decision or a new process.
Additionally, determining if a new unit will be responsible for these data sources can help navigate these issues. Several characterizations of data sources can help navigate these challenges:
Fro ass and acti to dat
From assets and activities to data
11
or set is a fixed quantity of data that can be retrieved once, collected through surveys, studies, commissioning from outside consulting firms, or one-time purchases from vendors.
A stat or one tim dat sour
A static or one time data source
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19問 • 10ヶ月前問題一覧
1
An organization may already have various data sources related to its business mission and operations, as well as internal assets and processes that can be used as data sources or generating additional data.
Internal Data Sources Available to an Organization
2
Two categories of Internal Data Sources Available to an Organization
Exis D S
New D S
Existing data sources, New data sources
3
Are already generated and stored digitally within the organization, and assets and business activities that can be surveyed or measured to generate new data sources.
EDS
Existing data sources
4
May include tracking product inventory, internal events, or interactions with other organizations.
NDS
New data sources
5
Categories of potential external data sources
Aqui or pur da sets
Da prov by cust
Fr, op, or publ acc da sour
Oth dat pub or publ acc
Aquired or purchased data sets, Data provided by customers, Free, open, or publicly accessible data sources, Other data published or publicly accessible
6
•Data sets provided in structured form by commercial organizations (e.g., Nielsen Holdings) that may be relevant to the business question
•Data streams of structured information to which it may be possible to subscribe for a fee (e.g., website traffic analysis services such as Google Analytics)
Acq or purc dat se
Acquired or purchased data sets
7
Social networking and social media services often provide APIs that can be used to collect information posted by customers (both on their own accounts and on the organization's accounts)
Direct communications from customers, including email, can be a rich data source
Dat prov by cus
Data provided by customers
8
•Some private organizations provide data sets via online portals (though it is important to check any restrictions on the use of that data in the license that accompanies it
• Many data sets are provided by governments, government agencies (such as the US Census Bureau) and non-profit organizations via open data portals
Fr, op, or publ acc dat sour
Free, open, or publicly accessible data sources
9
(e.g., online) in unstructured form, as long as its use does not violate the applicable terms and licenses
• Data that can be manually collected and curated into a structured form
• Data published online that can be automatically parsed and collected via web scraping (usually a workflow that a data engineer is best-suited to implement)
Oth dat pub or pub acc
Other data published or publicly accessible
10
To effectively collect and store data within an organization, it is crucial to identify available means for collecting and storing the desired information. The resources needed for this process depend on the nature of the business question being addressed, such as whether it is a one-time decision or a new process.
Additionally, determining if a new unit will be responsible for these data sources can help navigate these issues. Several characterizations of data sources can help navigate these challenges:
Fro ass and acti to dat
From assets and activities to data
11
or set is a fixed quantity of data that can be retrieved once, collected through surveys, studies, commissioning from outside consulting firms, or one-time purchases from vendors.
A stat or one tim dat sour
A static or one time data source