SlideShare a Scribd company logo
1 of 93
Download to read offline
Three most common mistakes
in data visualization 

and how to avoid them
Boris Gorelik, Ph.D.

boris@gorelik.net

http://gorelik.net Presented on Jan, 20 2018

Barcelona Data Science and

Machine Learning Meetup
Why?
Competition
Boris Gorelik, Ph.D.

boris@gorelik.net

http://gorelik.net

http://data.blog
WooCommerce, Jetpack, …
Past
Present
https://automattic.com/work-with-us/
Three most common data visualization mistakes
A
B
C
Three most common data visualization mistakes
A
Course Title
Data-ink ratio
Information layers
Course Title
Data-ink ratio
Information layers
Gestalt principles
Science? Art?

Matter of taste?
A
Three most common data visualization mistakes
Attitude
Three most common data visualization mistakes
Data visualization
Explanatory Exploratory
Competition
0
10,000
1 2 3 4 5
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
Salaries
(U.S. $) Female vs. Male Salary Distributions
Pay Grades
110,000
0
10,000
1 2 3 4 5
20,000
30,000
40,000
50,000
60,000
70,000
80,000
90,000
100,000
Salaries
(U.S. $) Male vs. Female Salary Distributions
Pay Grades
110,000
From "Show me the numbers” by Stephen C. Few
987349790275647902894728624092406037070570279072
803208029007302501270237008374082078720272007083
247802602703793775709707377970667462097094702780
927979709723097230979592750927279798734972608027
From "Show me the numbers” by Stephen C. Few
From "Show me the numbers” by Stephen C. Few
From "Show me the numbers” by Stephen C. Few
“Pre-attentive attributes”
From "Show me the numbers” by Stephen C. Few
Three most common data visualization mistakes
A
B
C
Attitude

Evidence-based. Explanatory vs. Exploratory
Three most common data visualization mistakes
B
Stimulus Sensory Organ
EyeEyeEye
Brain
Perceptual Organ
Iconic Memory Working Memory Long-term Memory
Sensation
(Physical Process)
Perception
(Cognitive Process)
From "Show me the numbers” by Stephen C. Few
Stimulus Sensory Organ
EyeEyeEye
Brain
Perceptual Organ
Iconic Memory Working Memory Long-term Memory
Sensation
(Physical Process)
Perception
(Cognitive Process)
From "Show me the numbers” by Stephen C. Few
Stimulus Sensory Organ
EyeEyeEye
Brain
Perceptual Organ
Iconic Memory Working Memory Long-term Memory
Sensation
(Physical Process)
Perception
(Cognitive Process)
From "Show me the numbers” by Stephen C. Few
Stimulus Sensory Organ
EyeEyeEye
Brain
Perceptual Organ
Iconic Memory Working Memory Long-term Memory
Sensation
(Physical Process)
Perception
(Cognitive Process)
From "Show me the numbers” by Stephen C. Few
Stimulus Sensory Organ
EyeEyeEye
Brain
Perceptual Organ
Iconic Memory Working Memory Long-term Memory
Sensation
(Physical Process)
Perception
(Cognitive Process)
From "Show me the numbers” by Stephen C. Few
“Pre-attentive attributes”
From "Show me the numbers” by Stephen C. Few
color
enclosure
Edward Tufte

http://edwardtufte.com

Data-ink ratio

(signal-to-noise ratio)
Above all, show data
No data — no ink
Three most common data visualization mistakes
B
Three most common data visualization mistakes
Bullshit
Cut the
Jean-luc Doumont

http://www.principiae.be

Information layers

(Useful redundancy)
Data-ink ratio
Information layers
Data-ink ratio
Information layers
No BS
Three most common data visualization mistakes
B
Three most common data visualization mistakes
Build
https://gorelik.net/2017/12/10/the-y-axis-doesnt-have-to-be-on-the-left/
https://gorelik.net/2017/12/10/the-y-axis-doesnt-have-to-be-on-the-left/
Three most common data visualization mistakes
A
B
C
Attitude

Evidence-based.Explanatory vs. Exploratory
BS & Build

Remove, remove, remove. Use appropriate graph types.
Three most common data visualization mistakes
C
I need a volunteer
RED GREEN BLUE RED BLUE GREEN
BLUE YELLOW RED RED BLUE GREEN
GREEN YELLOW RED GREEN BLUE
RED GREEN BLUE RED BLUE GREEN
BLUE YELLOW RED RED BLUE GREEN
GREEN YELLOW RED GREEN BLUE
TEXT
Course Title
“So what?” vs. “What?”
Three most common data visualization mistakes
C
Three most common data visualization mistakes
Conclusion
Three most common data visualization mistakes
C Conclusions matter

”So what?” is more important than “what?”
Three most common data visualization mistakes
A
B
C
Three most common data visualization mistakes
A
B
C
Attitude

Evidence-based

Explanatory vs. Exploratory
Three most common data visualization mistakes
A
B
C
BS & Build

Remove, remove, remove.

Use appropriate graph types.
Three most common data visualization mistakes
A
B
C Conclusions matter

”So what?” is more important than “what?”
Three most common data visualization mistakes
Boris Gorelik, Ph.D.

boris@gorelik.net

http://gorelik.net
Course Title
Reading material
https://gorelik.net
Course Title
Get the stickers

More Related Content

Similar to Three most common mistakes in data visualization 
and how to avoid them

Practical Considerations for Displaying Quantitative Data
Practical Considerations for Displaying Quantitative DataPractical Considerations for Displaying Quantitative Data
Practical Considerations for Displaying Quantitative DataCory Lown
 
Digital Analytics Checkup: How to evaluate the impact of your web analytics data
Digital Analytics Checkup: How to evaluate the impact of your web analytics dataDigital Analytics Checkup: How to evaluate the impact of your web analytics data
Digital Analytics Checkup: How to evaluate the impact of your web analytics dataCrossView
 
Theory of Data Visualization_Vinu
Theory of Data Visualization_VinuTheory of Data Visualization_Vinu
Theory of Data Visualization_VinuTanvi Gupta
 
Jose Alonso - W3C
Jose Alonso - W3CJose Alonso - W3C
Jose Alonso - W3Cosimod
 
Re-Empower the Public with Data Visualization and Game Design
Re-Empower the Public with Data Visualization and Game DesignRe-Empower the Public with Data Visualization and Game Design
Re-Empower the Public with Data Visualization and Game DesignSam Pottinger
 
All the data and still not enough
All the data and still not enoughAll the data and still not enough
All the data and still not enoughAndreea Bodnari
 
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-shareBigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-sharestelligence
 
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...J T "Tom" Johnson
 
Data visualization story telling
Data visualization   story tellingData visualization   story telling
Data visualization story tellingSreenivas Ravi
 
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 Boston
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 BostonPerceptive Analytics Unlock Value from Data Visualizations - Informs'14 Boston
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 BostonPerceptive Analytics
 
Cetis13 Analytics and Institutional Capabilities - Intro
Cetis13 Analytics and Institutional Capabilities - IntroCetis13 Analytics and Institutional Capabilities - Intro
Cetis13 Analytics and Institutional Capabilities - IntroMartin Hawksey
 
Data Visualisation Design Workshop #UXbne
Data Visualisation Design Workshop #UXbneData Visualisation Design Workshop #UXbne
Data Visualisation Design Workshop #UXbneCam Taylor
 
Machine Learning ICS 273A
Machine Learning ICS 273AMachine Learning ICS 273A
Machine Learning ICS 273Abutest
 
Machine Learning ICS 273A
Machine Learning ICS 273AMachine Learning ICS 273A
Machine Learning ICS 273Abutest
 
SLA Nov2009 Public
SLA Nov2009 PublicSLA Nov2009 Public
SLA Nov2009 Publicaspoerri
 

Similar to Three most common mistakes in data visualization 
and how to avoid them (20)

Practical Considerations for Displaying Quantitative Data
Practical Considerations for Displaying Quantitative DataPractical Considerations for Displaying Quantitative Data
Practical Considerations for Displaying Quantitative Data
 
Digital Analytics Checkup: How to evaluate the impact of your web analytics data
Digital Analytics Checkup: How to evaluate the impact of your web analytics dataDigital Analytics Checkup: How to evaluate the impact of your web analytics data
Digital Analytics Checkup: How to evaluate the impact of your web analytics data
 
Fare Loyalty con i Big Data: quali sfide?
Fare Loyalty con i Big Data: quali sfide?Fare Loyalty con i Big Data: quali sfide?
Fare Loyalty con i Big Data: quali sfide?
 
Presenting statistics in social media
Presenting statistics in social mediaPresenting statistics in social media
Presenting statistics in social media
 
Theory of Data Visualization_Vinu
Theory of Data Visualization_VinuTheory of Data Visualization_Vinu
Theory of Data Visualization_Vinu
 
Grc t18
Grc t18Grc t18
Grc t18
 
Jose Alonso - W3C
Jose Alonso - W3CJose Alonso - W3C
Jose Alonso - W3C
 
Why Data Science is a Science
Why Data Science is a ScienceWhy Data Science is a Science
Why Data Science is a Science
 
Re-Empower the Public with Data Visualization and Game Design
Re-Empower the Public with Data Visualization and Game DesignRe-Empower the Public with Data Visualization and Game Design
Re-Empower the Public with Data Visualization and Game Design
 
All the data and still not enough
All the data and still not enoughAll the data and still not enough
All the data and still not enough
 
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-shareBigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
BigData Visualization and Usecase@TDGA-Stelligence-11july2019-share
 
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
IRE "Better Watchdog" workshop presentation "Data: Now I've got it, what do I...
 
Data visualization story telling
Data visualization   story tellingData visualization   story telling
Data visualization story telling
 
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 Boston
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 BostonPerceptive Analytics Unlock Value from Data Visualizations - Informs'14 Boston
Perceptive Analytics Unlock Value from Data Visualizations - Informs'14 Boston
 
Cetis13 Analytics and Institutional Capabilities - Intro
Cetis13 Analytics and Institutional Capabilities - IntroCetis13 Analytics and Institutional Capabilities - Intro
Cetis13 Analytics and Institutional Capabilities - Intro
 
Data Visualisation Design Workshop #UXbne
Data Visualisation Design Workshop #UXbneData Visualisation Design Workshop #UXbne
Data Visualisation Design Workshop #UXbne
 
Machine Learning ICS 273A
Machine Learning ICS 273AMachine Learning ICS 273A
Machine Learning ICS 273A
 
Machine Learning ICS 273A
Machine Learning ICS 273AMachine Learning ICS 273A
Machine Learning ICS 273A
 
Machine Learning & AI
Machine Learning & AIMachine Learning & AI
Machine Learning & AI
 
SLA Nov2009 Public
SLA Nov2009 PublicSLA Nov2009 Public
SLA Nov2009 Public
 

Recently uploaded

NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...
NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...
NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...Amil Baba Dawood bangali
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesTimothy Spann
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Boston Institute of Analytics
 
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhYasamin16
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanMYRABACSAFRA2
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degreeyuu sss
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Cantervoginip
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Seán Kennedy
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改yuu sss
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdfHuman37
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...Boston Institute of Analytics
 
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDINTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDRafezzaman
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)jennyeacort
 
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...Biometric Authentication: The Evolution, Applications, Benefits and Challenge...
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...GQ Research
 
detection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxdetection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxAleenaJamil4
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.natarajan8993
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024thyngster
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectBoston Institute of Analytics
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhijennyeacort
 

Recently uploaded (20)

NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...
NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...
NO1 Certified Black Magic Specialist Expert Amil baba in Lahore Islamabad Raw...
 
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming PipelinesConf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
Conf42-LLM_Adding Generative AI to Real-Time Streaming Pipelines
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
 
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhhThiophen Mechanism khhjjjjjjjhhhhhhhhhhh
Thiophen Mechanism khhjjjjjjjhhhhhhhhhhh
 
Identifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population MeanIdentifying Appropriate Test Statistics Involving Population Mean
Identifying Appropriate Test Statistics Involving Population Mean
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
 
ASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel CanterASML's Taxonomy Adventure by Daniel Canter
ASML's Taxonomy Adventure by Daniel Canter
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...
 
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
专业一比一美国俄亥俄大学毕业证成绩单pdf电子版制作修改
 
20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf20240419 - Measurecamp Amsterdam - SAM.pdf
20240419 - Measurecamp Amsterdam - SAM.pdf
 
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲中央昆士兰大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
NLP Data Science Project Presentation:Predicting Heart Disease with NLP Data ...
 
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTDINTERNSHIP ON PURBASHA COMPOSITE TEX LTD
INTERNSHIP ON PURBASHA COMPOSITE TEX LTD
 
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
Call Us ➥97111√47426🤳Call Girls in Aerocity (Delhi NCR)
 
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...Biometric Authentication: The Evolution, Applications, Benefits and Challenge...
Biometric Authentication: The Evolution, Applications, Benefits and Challenge...
 
detection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptxdetection and classification of knee osteoarthritis.pptx
detection and classification of knee osteoarthritis.pptx
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.
 
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
Consent & Privacy Signals on Google *Pixels* - MeasureCamp Amsterdam 2024
 
Heart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis ProjectHeart Disease Classification Report: A Data Analysis Project
Heart Disease Classification Report: A Data Analysis Project
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
 

Three most common mistakes in data visualization 
and how to avoid them