SlideShare a Scribd company logo
1 of 14
3 pillars of big data :
Structured Data
Semi Structured Data
Unstructured Data
By Prowebscraper
What is big data ?
- Big data stands for large volumes of data.
- It could be both structured and unstructured.
- It’s not about the amount of data but what
businesses do with the given data that counts.
- Businesses leverage on big data for insights that
can propel their growth.
Example of Big Data
Following are some of the examples of 'Big Data' :
- Facebook users send roughly 31.25 million
messages and watch 2.77 million videos, every
minute!!
- Walmart customers’ transactions provide the
company with about 2.5 petabytes of data, every
hour.
Example of Big Data
- YouTube usage jumped three times from 2014-
2016 with users uploading 400 hours of new
video each minute of every day! Now, in 2017,
users are watching 4,146,600 videos every
minute.
- Instagram users upload 46,740 million posts
every minute!
- 5.2 BILLION daily Google Searches in 2017.
As you can see, there are 3 pillars of Big Data :
1. Structured data
2. Unstructured data
3. Semi structured data
1. Structured data
- Structured Data refer to the data which is already
stored in databases, in an ordered manner.
- It accounts for about 20% of the total existing data,
and is used the most in programming and computer-
related activities.
Example of Structured data :
- Meta-data (Time and date of creation, File size,
Author etc.)
- Library Catalogues (date, author, place, subject, etc)
- Census records (birth, income, employment, place
etc.)
- Economic data (GDP, PPI, ASX etc.)
2. Unstructured data :
- Any data with unknown form or the structure is
classified as unstructured data. In addition to the
size being huge, unstructured data poses multiple
challenges in terms of its processing for deriving
value out of it.
- The rest of the data created, about 80% of the total
account for unstructured big data.
Example of Unstructured data :
- Media ( MP3, digital photos, audio and video files )
- Text files (Word processing, spreadsheets,
presentations etc. )
- Social Media ( Data from Facebook, Twitter,
LinkedIn)
3. Semi-Structured data :
- Semi-structured data is a form of structured data
that does not conform with the formal structure of
data models associated with relational databases or
other forms of data tables, but nonetheless contains
tags or other markers to separate semantic elements
and enforce hierarchies of records and fields within
the data. Therefore, it is also known as self-
describing structure.
Example of Semi-Structured data :
- Personal data stored in a XML file-
<rec><name>Harry</name><sex>Male</sex><age>35</age></rec>
<rec><name>Justin</name><sex>Female</sex><age>41</age></rec>
<rec><name>Shawn</name><sex>Male</sex><age>29</age></rec>
<rec><name>Ed sheeran</name><sex>Male</sex><age>26</age></rec>
<rec><name>Drake</name><sex>Male</sex><age>35</age></rec>
- As you can notice, Internet is a maze of unbounded
data.
- But it can be understood, interpreted and used
under these three categories.
- You can benefit from each type of data if you
understand their characteristics and strengths.
- Businesses worldwide construct their empire on
these three pillars and capitalize on their limitless
potential.
The question is,
do you???
References :
http://www.prowebscraper.com/blog/structured-vs-
unstructured-data-best-thing-you-need-to-know/

More Related Content

What's hot

Data Warehouse Architectures
Data Warehouse ArchitecturesData Warehouse Architectures
Data Warehouse Architectures
Theju Paul
 
Introduction to Data Warehouse
Introduction to Data WarehouseIntroduction to Data Warehouse
Introduction to Data Warehouse
Shanthi Mukkavilli
 

What's hot (20)

Kdd process
Kdd processKdd process
Kdd process
 
Data mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, ClassificationData mining , Knowledge Discovery Process, Classification
Data mining , Knowledge Discovery Process, Classification
 
Data warehousing
Data warehousingData warehousing
Data warehousing
 
Ppt
PptPpt
Ppt
 
Text mining
Text miningText mining
Text mining
 
Data visualization
Data visualizationData visualization
Data visualization
 
web mining
web miningweb mining
web mining
 
Data mining & data warehousing (ppt)
Data mining & data warehousing (ppt)Data mining & data warehousing (ppt)
Data mining & data warehousing (ppt)
 
Data Warehouse Architectures
Data Warehouse ArchitecturesData Warehouse Architectures
Data Warehouse Architectures
 
introduction to data science
introduction to data scienceintroduction to data science
introduction to data science
 
Business analytics
Business analyticsBusiness analytics
Business analytics
 
data warehouse , data mart, etl
data warehouse , data mart, etldata warehouse , data mart, etl
data warehouse , data mart, etl
 
BIG DATA & DATA ANALYTICS
BIG  DATA & DATA  ANALYTICSBIG  DATA & DATA  ANALYTICS
BIG DATA & DATA ANALYTICS
 
Application of data mining
Application of data miningApplication of data mining
Application of data mining
 
Introduction To Analytics
Introduction To AnalyticsIntroduction To Analytics
Introduction To Analytics
 
Business Intelligence Presentation (1/2)
Business Intelligence Presentation (1/2)Business Intelligence Presentation (1/2)
Business Intelligence Presentation (1/2)
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 
Business Analytics
 Business Analytics  Business Analytics
Business Analytics
 
Introduction to Data Warehouse
Introduction to Data WarehouseIntroduction to Data Warehouse
Introduction to Data Warehouse
 
How different between Big Data, Business Intelligence and Analytics ?
How different between Big Data, Business Intelligence and Analytics ?How different between Big Data, Business Intelligence and Analytics ?
How different between Big Data, Business Intelligence and Analytics ?
 

Similar to 3 pillars of big data : structured data, semi structured data and unstructured data

Types of Big Data.pptx
Types of Big Data.pptxTypes of Big Data.pptx
Types of Big Data.pptx
varun453331
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.
saranya270513
 

Similar to 3 pillars of big data : structured data, semi structured data and unstructured data (20)

Types of Big Data.pptx
Types of Big Data.pptxTypes of Big Data.pptx
Types of Big Data.pptx
 
Data and Information.docx
Data and Information.docxData and Information.docx
Data and Information.docx
 
Bigdata Hadoop introduction
Bigdata Hadoop introductionBigdata Hadoop introduction
Bigdata Hadoop introduction
 
Overview of Big Data
Overview of Big DataOverview of Big Data
Overview of Big Data
 
Topic guide big data as a technology
Topic guide  big data as a technologyTopic guide  big data as a technology
Topic guide big data as a technology
 
Introduction to Big Data
Introduction to Big DataIntroduction to Big Data
Introduction to Big Data
 
Unit III.pdf
Unit III.pdfUnit III.pdf
Unit III.pdf
 
Data set module 1
Data set   module 1Data set   module 1
Data set module 1
 
Unit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdfUnit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdf
 
Data set Introduction to Big Data
Data set   Introduction to Big DataData set   Introduction to Big Data
Data set Introduction to Big Data
 
big-data.pdf
big-data.pdfbig-data.pdf
big-data.pdf
 
Bda assignment can also be used for BDA notes and concept understanding.
Bda assignment can also be used for BDA notes and concept understanding.Bda assignment can also be used for BDA notes and concept understanding.
Bda assignment can also be used for BDA notes and concept understanding.
 
Big Data.pptx
Big Data.pptxBig Data.pptx
Big Data.pptx
 
Lecture #03
Lecture #03Lecture #03
Lecture #03
 
Intro to big data and applications - day 1
Intro to big data and applications - day 1Intro to big data and applications - day 1
Intro to big data and applications - day 1
 
IRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth Enhancement
 
Big data Paper
Big data PaperBig data Paper
Big data Paper
 
Chapter 1 big data
Chapter 1 big dataChapter 1 big data
Chapter 1 big data
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.
 
Big data
Big dataBig data
Big data
 

Recently uploaded

Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
HyderabadDolls
 
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
gajnagarg
 
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
HyderabadDolls
 
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi ArabiaIn Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
ahmedjiabur940
 
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
nirzagarg
 
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
nirzagarg
 
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
nirzagarg
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
nirzagarg
 

Recently uploaded (20)

Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...Fun all Day Call Girls in Jaipur   9332606886  High Profile Call Girls You Ca...
Fun all Day Call Girls in Jaipur 9332606886 High Profile Call Girls You Ca...
 
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...Top Call Girls in Balaghat  9332606886Call Girls Advance Cash On Delivery Ser...
Top Call Girls in Balaghat 9332606886Call Girls Advance Cash On Delivery Ser...
 
Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
Lake Town / Independent Kolkata Call Girls Phone No 8005736733 Elite Escort S...
 
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
Top profile Call Girls In bhavnagar [ 7014168258 ] Call Me For Genuine Models...
 
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
Sealdah % High Class Call Girls Kolkata - 450+ Call Girl Cash Payment 8005736...
 
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi ArabiaIn Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
In Riyadh ((+919101817206)) Cytotec kit @ Abortion Pills Saudi Arabia
 
Case Study 4 Where the cry of rebellion happen?
Case Study 4 Where the cry of rebellion happen?Case Study 4 Where the cry of rebellion happen?
Case Study 4 Where the cry of rebellion happen?
 
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
 
Statistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numbersStatistics notes ,it includes mean to index numbers
Statistics notes ,it includes mean to index numbers
 
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Rohtak [ 7014168258 ] Call Me For Genuine Models We...
 
Gomti Nagar & best call girls in Lucknow | 9548273370 Independent Escorts & D...
Gomti Nagar & best call girls in Lucknow | 9548273370 Independent Escorts & D...Gomti Nagar & best call girls in Lucknow | 9548273370 Independent Escorts & D...
Gomti Nagar & best call girls in Lucknow | 9548273370 Independent Escorts & D...
 
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham Ware
 
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
Top profile Call Girls In Bihar Sharif [ 7014168258 ] Call Me For Genuine Mod...
 
20240412-SmartCityIndex-2024-Full-Report.pdf
20240412-SmartCityIndex-2024-Full-Report.pdf20240412-SmartCityIndex-2024-Full-Report.pdf
20240412-SmartCityIndex-2024-Full-Report.pdf
 
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Satna [ 7014168258 ] Call Me For Genuine Models We ...
 
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With OrangePredicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
Predicting HDB Resale Prices - Conducting Linear Regression Analysis With Orange
 
Aspirational Block Program Block Syaldey District - Almora
Aspirational Block Program Block Syaldey District - AlmoraAspirational Block Program Block Syaldey District - Almora
Aspirational Block Program Block Syaldey District - Almora
 
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
Top profile Call Girls In Tumkur [ 7014168258 ] Call Me For Genuine Models We...
 
TrafficWave Generator Will Instantly drive targeted and engaging traffic back...
TrafficWave Generator Will Instantly drive targeted and engaging traffic back...TrafficWave Generator Will Instantly drive targeted and engaging traffic back...
TrafficWave Generator Will Instantly drive targeted and engaging traffic back...
 

3 pillars of big data : structured data, semi structured data and unstructured data

  • 1. 3 pillars of big data : Structured Data Semi Structured Data Unstructured Data By Prowebscraper
  • 2. What is big data ? - Big data stands for large volumes of data. - It could be both structured and unstructured. - It’s not about the amount of data but what businesses do with the given data that counts. - Businesses leverage on big data for insights that can propel their growth.
  • 3. Example of Big Data Following are some of the examples of 'Big Data' : - Facebook users send roughly 31.25 million messages and watch 2.77 million videos, every minute!! - Walmart customers’ transactions provide the company with about 2.5 petabytes of data, every hour.
  • 4. Example of Big Data - YouTube usage jumped three times from 2014- 2016 with users uploading 400 hours of new video each minute of every day! Now, in 2017, users are watching 4,146,600 videos every minute. - Instagram users upload 46,740 million posts every minute! - 5.2 BILLION daily Google Searches in 2017.
  • 5. As you can see, there are 3 pillars of Big Data : 1. Structured data 2. Unstructured data 3. Semi structured data
  • 6. 1. Structured data - Structured Data refer to the data which is already stored in databases, in an ordered manner. - It accounts for about 20% of the total existing data, and is used the most in programming and computer- related activities.
  • 7. Example of Structured data : - Meta-data (Time and date of creation, File size, Author etc.) - Library Catalogues (date, author, place, subject, etc) - Census records (birth, income, employment, place etc.) - Economic data (GDP, PPI, ASX etc.)
  • 8. 2. Unstructured data : - Any data with unknown form or the structure is classified as unstructured data. In addition to the size being huge, unstructured data poses multiple challenges in terms of its processing for deriving value out of it. - The rest of the data created, about 80% of the total account for unstructured big data.
  • 9. Example of Unstructured data : - Media ( MP3, digital photos, audio and video files ) - Text files (Word processing, spreadsheets, presentations etc. ) - Social Media ( Data from Facebook, Twitter, LinkedIn)
  • 10. 3. Semi-Structured data : - Semi-structured data is a form of structured data that does not conform with the formal structure of data models associated with relational databases or other forms of data tables, but nonetheless contains tags or other markers to separate semantic elements and enforce hierarchies of records and fields within the data. Therefore, it is also known as self- describing structure.
  • 11. Example of Semi-Structured data : - Personal data stored in a XML file- <rec><name>Harry</name><sex>Male</sex><age>35</age></rec> <rec><name>Justin</name><sex>Female</sex><age>41</age></rec> <rec><name>Shawn</name><sex>Male</sex><age>29</age></rec> <rec><name>Ed sheeran</name><sex>Male</sex><age>26</age></rec> <rec><name>Drake</name><sex>Male</sex><age>35</age></rec>
  • 12. - As you can notice, Internet is a maze of unbounded data. - But it can be understood, interpreted and used under these three categories. - You can benefit from each type of data if you understand their characteristics and strengths.
  • 13. - Businesses worldwide construct their empire on these three pillars and capitalize on their limitless potential. The question is, do you???