SlideShare a Scribd company logo
Visualizing User Behaviour via
Chord Diagram
Hao-kang Den <hden@eztable.com>
content
User Behaviour in Sequence

Content A -> Content C -> Content B
Circos by Martin Krzywinski
浪漫約會去

把費吃到飽

尾牙懶人包

暖呼呼溫泉
浪漫約會去

把費吃到飽

17

52

尾牙懶人包

暖呼呼溫泉
浪漫約會去

把費吃到飽

17

30

尾牙懶人包

暖呼呼溫泉
浪漫約會去

inbound: 20%

把費吃到飽

outgoing: 80%

尾牙懶人包

暖呼呼溫泉
Further Reading
● Circos: http://circos.ca/guide/tables/
● D3.js: http://bost.ocks.org/mike/uberdata/
● EZTABLE app: http://www.eztable.com/app/

More Related Content

Viewers also liked

A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
Syeful Islam
 
Beume junho16 pdf
Beume junho16 pdfBeume junho16 pdf
Beume junho16 pdf
Ume Maria
 
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
Zaven Hakopov
 
Konfigurasi ip (internet protokol) v4
Konfigurasi ip (internet protokol) v4Konfigurasi ip (internet protokol) v4
Konfigurasi ip (internet protokol) v4
Achmad Ruherdi
 
Q6 evaluation
Q6 evaluationQ6 evaluation
Q6 evaluation
salesian2014as
 
Gods of ancients
Gods of ancientsGods of ancients
Gods of ancients
msem977
 
The most innovative guys in the room don't always win
The most innovative guys in the room don't always winThe most innovative guys in the room don't always win
The most innovative guys in the room don't always win
Adam Higdon
 
Http _economia.elpais
Http  _economia.elpaisHttp  _economia.elpais
Http _economia.elpais
victor barreto
 
Coursework Evaluation Question 1
Coursework Evaluation Question 1Coursework Evaluation Question 1
Coursework Evaluation Question 1
salesian2014as
 

Viewers also liked (10)

A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
A New Approach: Automatically Identify Proper Noun from Bengali Sentence for ...
 
Beume junho16 pdf
Beume junho16 pdfBeume junho16 pdf
Beume junho16 pdf
 
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
Zaven Akopov (DESY -L-) For the INSPIRE Collaboration DESY ...
 
1234
12341234
1234
 
Konfigurasi ip (internet protokol) v4
Konfigurasi ip (internet protokol) v4Konfigurasi ip (internet protokol) v4
Konfigurasi ip (internet protokol) v4
 
Q6 evaluation
Q6 evaluationQ6 evaluation
Q6 evaluation
 
Gods of ancients
Gods of ancientsGods of ancients
Gods of ancients
 
The most innovative guys in the room don't always win
The most innovative guys in the room don't always winThe most innovative guys in the room don't always win
The most innovative guys in the room don't always win
 
Http _economia.elpais
Http  _economia.elpaisHttp  _economia.elpais
Http _economia.elpais
 
Coursework Evaluation Question 1
Coursework Evaluation Question 1Coursework Evaluation Question 1
Coursework Evaluation Question 1
 

Recently uploaded

Digital Strategy Master Class - Andrew Rupert
Digital Strategy Master Class - Andrew RupertDigital Strategy Master Class - Andrew Rupert
How to Kickstart Content Marketing With A Small Team - Dennis Shiao
How to Kickstart Content Marketing With A Small Team - Dennis ShiaoHow to Kickstart Content Marketing With A Small Team - Dennis Shiao
How to Kickstart Content Marketing With A Small Team - Dennis Shiao
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Growth Marketing in 2024 - Randy Rayess, Outgrow
Growth Marketing in 2024 - Randy Rayess,  OutgrowGrowth Marketing in 2024 - Randy Rayess,  Outgrow
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Gokila digital marketing| consultant| Coimbatore
Gokila digital marketing| consultant| CoimbatoreGokila digital marketing| consultant| Coimbatore
Gokila digital marketing| consultant| Coimbatore
dmgokila
 
How To Navigate AI - The Future is Yours to Define - Tim Hayden
How To Navigate AI - The Future is Yours to Define - Tim HaydenHow To Navigate AI - The Future is Yours to Define - Tim Hayden
How To Navigate AI - The Future is Yours to Define - Tim Hayden
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
Demandbase
 
AI Driven Emotional Recognition in Digital Ads - Tarun Gupta
AI Driven Emotional Recognition in Digital Ads - Tarun GuptaAI Driven Emotional Recognition in Digital Ads - Tarun Gupta
AI Driven Emotional Recognition in Digital Ads - Tarun Gupta
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
PickUp_conversational AI_Capex, Inc._20240610
PickUp_conversational AI_Capex, Inc._20240610PickUp_conversational AI_Capex, Inc._20240610
PickUp_conversational AI_Capex, Inc._20240610
Shuntaro Kogame
 
Top digital marketing institutein noida
Top digital marketing institutein noidaTop digital marketing institutein noida
Top digital marketing institutein noida
aditisingh6607
 
Consumer Journey Mapping & Personalization Master Class - Sabrina Killgo
Consumer Journey Mapping & Personalization Master Class - Sabrina KillgoConsumer Journey Mapping & Personalization Master Class - Sabrina Killgo
Consumer Journey Mapping & Personalization Master Class - Sabrina Killgo
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Story Telling Master Class - Jennifer Morilla
Story Telling Master Class - Jennifer MorillaStory Telling Master Class - Jennifer Morilla
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
DigiMarCon - Digital Marketing, Media and Advertising Conferences & Exhibitions
 
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptxFrom Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
Boston SEO Services
 
Google Ads Vs Social Media Ads-A comparative analysis
Google Ads Vs Social Media Ads-A comparative analysisGoogle Ads Vs Social Media Ads-A comparative analysis
Google Ads Vs Social Media Ads-A comparative analysis
akashrawdot
 
How to Use AI to Write a High-Quality Article that Ranks
How to Use AI to Write a High-Quality Article that RanksHow to Use AI to Write a High-Quality Article that Ranks
How to Use AI to Write a High-Quality Article that Ranks
minatamang0021
 

Recently uploaded (20)

Digital Strategy Master Class - Andrew Rupert
Digital Strategy Master Class - Andrew RupertDigital Strategy Master Class - Andrew Rupert
Digital Strategy Master Class - Andrew Rupert
 
Unleash the Power of Storytelling - Win Hearts, Change Minds, Get Results - R...
Unleash the Power of Storytelling - Win Hearts, Change Minds, Get Results - R...Unleash the Power of Storytelling - Win Hearts, Change Minds, Get Results - R...
Unleash the Power of Storytelling - Win Hearts, Change Minds, Get Results - R...
 
How to Kickstart Content Marketing With A Small Team - Dennis Shiao
How to Kickstart Content Marketing With A Small Team - Dennis ShiaoHow to Kickstart Content Marketing With A Small Team - Dennis Shiao
How to Kickstart Content Marketing With A Small Team - Dennis Shiao
 
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
Data-Driven Personalization - Build a Competitive Advantage by Knowing Your C...
 
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
Crafting Seamless B2B Customer Journeys - Strategies for Exceptional Experien...
 
Growth Marketing in 2024 - Randy Rayess, Outgrow
Growth Marketing in 2024 - Randy Rayess,  OutgrowGrowth Marketing in 2024 - Randy Rayess,  Outgrow
Growth Marketing in 2024 - Randy Rayess, Outgrow
 
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
Marketing in the Age of AI - Shifting CX from Monologue to Dialogue - Susan W...
 
Gokila digital marketing| consultant| Coimbatore
Gokila digital marketing| consultant| CoimbatoreGokila digital marketing| consultant| Coimbatore
Gokila digital marketing| consultant| Coimbatore
 
How To Navigate AI - The Future is Yours to Define - Tim Hayden
How To Navigate AI - The Future is Yours to Define - Tim HaydenHow To Navigate AI - The Future is Yours to Define - Tim Hayden
How To Navigate AI - The Future is Yours to Define - Tim Hayden
 
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
What’s “In” and “Out” for ABM in 2024: Plays That Help You Grow and Ones to L...
 
AI Driven Emotional Recognition in Digital Ads - Tarun Gupta
AI Driven Emotional Recognition in Digital Ads - Tarun GuptaAI Driven Emotional Recognition in Digital Ads - Tarun Gupta
AI Driven Emotional Recognition in Digital Ads - Tarun Gupta
 
PickUp_conversational AI_Capex, Inc._20240610
PickUp_conversational AI_Capex, Inc._20240610PickUp_conversational AI_Capex, Inc._20240610
PickUp_conversational AI_Capex, Inc._20240610
 
Top digital marketing institutein noida
Top digital marketing institutein noidaTop digital marketing institutein noida
Top digital marketing institutein noida
 
Consumer Journey Mapping & Personalization Master Class - Sabrina Killgo
Consumer Journey Mapping & Personalization Master Class - Sabrina KillgoConsumer Journey Mapping & Personalization Master Class - Sabrina Killgo
Consumer Journey Mapping & Personalization Master Class - Sabrina Killgo
 
Story Telling Master Class - Jennifer Morilla
Story Telling Master Class - Jennifer MorillaStory Telling Master Class - Jennifer Morilla
Story Telling Master Class - Jennifer Morilla
 
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
Future-Proof Like Beyoncé - Syncing Email and Social Media for Iconic Brand L...
 
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
Digital Marketing Trends - Experts Insights on How to Gain a Competitive Edge...
 
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptxFrom Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
From Hope to Despair The Top 10 Reasons Businesses Ditch SEO Tactics.pptx
 
Google Ads Vs Social Media Ads-A comparative analysis
Google Ads Vs Social Media Ads-A comparative analysisGoogle Ads Vs Social Media Ads-A comparative analysis
Google Ads Vs Social Media Ads-A comparative analysis
 
How to Use AI to Write a High-Quality Article that Ranks
How to Use AI to Write a High-Quality Article that RanksHow to Use AI to Write a High-Quality Article that Ranks
How to Use AI to Write a High-Quality Article that Ranks
 

Visualizing user reading via chord diagram