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DATA TYPE
Shivam Yadav
230783
INDEX
• Introduction of Data
• Type of data
• Structured Data
• Unstructured Data
06/09/2023
DATA
TYPE
2
Introduction
Data are raw facts that have not been processed to
explain their meaning.
6/9/2023
DATA TYPE
3
There are 2 type of Data
4
• Structured Data
• Unstructured Data
Store
Update
Retrieve
Structured Data
5
• Stored in tabular format (Data in rows and columns format)
• Clearly defined
• Data is stored in a pre-defined data model
• The rows and columns are related to each other
• Proper view and understanding of data
• It gives a proper view and understanding of data
For Example
• Excel Files
• SQL databases
Structured data refers to information that has been
arranged in a format. Usually it is stored in a
database. Can comprise numbers and text.
Structured data is conveniently available. Can be
used by both humans and computer programs.
Structured data possesses a structure and adheres
to an order. It is commonly presented in form, with
rows and columns that define the attributes of the
data.
Some examples of data include:
Dates and times
Cell phone numbers
Social security numbers
Banking/transaction information
Customer names, postal addresses, and email addresses
Product prices
Serial numbers
Data that is organized in a manner is easy for
machines to comprehend. The quantitative nature of
data allows computers to efficiently analyze it and
gain insights.
Case study of Structured Data:
DATA
TYPE
7
Structured Data is stored in RELATIONAL DATABASES (RDBMS)
MANAGE
DATA IN THE
RELATED FORMAT
Unstructured Data
8
• No pre-defined structure
• No data model
• Data is irregular and ambiguous
• Easiest to extract data
• Hence 80-90% of data is unstructured
• It is a combination of text, numbers, audio, video, images,messages, social media posts,
etc
For Example
Instagram Youtube
Facebook
Google
Case study of Unstructured Data:
Unstructured data refers to information
that lacks a predetermined structure or
organization.
It typically consists of text. Can also
encompass dates, numbers and factual
details.
Storing and processing data, in digital
databases poses challenges.
Examples of data include texts, video
files, audio files, mobile activities, social
media posts, satellite imagery and
surveillance imagery.
As the use of applications and services
continues to rise the volume of data is
rapidly expanding. Businesses of all
sizes heavily rely on data, for making
operational decisions.
DATA
TYPE
10
 It is a complex task to analyse unstructured data
for human.
 ARTIFICIAL INTELLIGENCE can do .
 For example- Face Recognition used by Google.
 Hence, previously only structured data was used
extensively.
 So unstructured data is the most useful kind of
data.
 It provides a lot of information Stored in the data
lake.
6/9/2023 11
DATA
TYPE
THANK YOU
Shivam Yadav
230783

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computer.pdf

  • 2. INDEX • Introduction of Data • Type of data • Structured Data • Unstructured Data 06/09/2023 DATA TYPE 2
  • 3. Introduction Data are raw facts that have not been processed to explain their meaning. 6/9/2023 DATA TYPE 3
  • 4. There are 2 type of Data 4 • Structured Data • Unstructured Data Store Update Retrieve
  • 5. Structured Data 5 • Stored in tabular format (Data in rows and columns format) • Clearly defined • Data is stored in a pre-defined data model • The rows and columns are related to each other • Proper view and understanding of data • It gives a proper view and understanding of data
  • 6. For Example • Excel Files • SQL databases
  • 7. Structured data refers to information that has been arranged in a format. Usually it is stored in a database. Can comprise numbers and text. Structured data is conveniently available. Can be used by both humans and computer programs. Structured data possesses a structure and adheres to an order. It is commonly presented in form, with rows and columns that define the attributes of the data. Some examples of data include: Dates and times Cell phone numbers Social security numbers Banking/transaction information Customer names, postal addresses, and email addresses Product prices Serial numbers Data that is organized in a manner is easy for machines to comprehend. The quantitative nature of data allows computers to efficiently analyze it and gain insights. Case study of Structured Data: DATA TYPE 7 Structured Data is stored in RELATIONAL DATABASES (RDBMS) MANAGE DATA IN THE RELATED FORMAT
  • 8. Unstructured Data 8 • No pre-defined structure • No data model • Data is irregular and ambiguous • Easiest to extract data • Hence 80-90% of data is unstructured • It is a combination of text, numbers, audio, video, images,messages, social media posts, etc
  • 10. Case study of Unstructured Data: Unstructured data refers to information that lacks a predetermined structure or organization. It typically consists of text. Can also encompass dates, numbers and factual details. Storing and processing data, in digital databases poses challenges. Examples of data include texts, video files, audio files, mobile activities, social media posts, satellite imagery and surveillance imagery. As the use of applications and services continues to rise the volume of data is rapidly expanding. Businesses of all sizes heavily rely on data, for making operational decisions. DATA TYPE 10  It is a complex task to analyse unstructured data for human.  ARTIFICIAL INTELLIGENCE can do .  For example- Face Recognition used by Google.  Hence, previously only structured data was used extensively.  So unstructured data is the most useful kind of data.  It provides a lot of information Stored in the data lake.