SlideShare ist ein Scribd-Unternehmen logo
1 von 47
Downloaden Sie, um offline zu lesen
Data Journalism 101
(Part II)

Donald W. Reynolds National Center for Business
Journalism at ASU
Michael J. Berens – The Seattle Times
Meet my editor – a
guy who thought a
special project was
something that took
two hours instead
of one
Database types
•  Obtained from a public agency or other

institutional source (Part I)]
•  Scrapped from the web or digital document –

copy and paste (Part I)
•  Created from scratch using any mixture of

paper records
•  Hybrid data analysis – layering existing data

with your own database
Poll Question:
Have you ever created a
database from scratch?
Every database begins with a
single cell
Cells, fields and headers, oh my
Segregation is good
Address number from street name
Middle initial from first name
First name from last name
Basic fields
Bad

Sorry, dude
Good
Not bad, grasshopper
Better

Brilliant. You rock!
Hiding in plain sight
•  A health care professional was administratively

charged with sexual misconduct with patients.
•  His punishment?
•  He was only allowed to treat women age 50 or

older (re: public record posted on Wa. Dept. of
Health website)
Basic Fields
• 

License #

• 

Name

• 

Occupation

• 

Offense type

• 

Dates of action

• 

Sexual misconduct; unprofessional conduct; moral
turpitude
Paper to Excel
Paper to Excel
Poll Question:
What is your suggestion
for a unique field?
Tapping the power of Excel
•  Sorting
•  Filtering
•  Basic calculations
Pick the column
Alphabetized by name
Filtering
Chevron marks
Filtered by profession
Calculations
•  Always begins with an equal

sign

•  Basic math structure using

names of cells

•  =A1+A2
Data training resources
Investigative Reporters and Editors:
www.ire.org
http://www.ire.org/nicar/

Reynolds Center
http://businessjournalism.org
http://businessjournalism.org/registration/llc/
Keep the trash – everything has value
Look for signature cases
The strategy
•  Get the basic data
•  Get the basic files
•  Create a spreadsheet – add on

categories
•  Dive deeper for paper records –

understand the system
Elephants and zoos
Adult family homes
The federal government has launched a grant
program that pays states to relocate seniors.
They call it “rebalancing.”

Poll Question:
What would you do with
this information?
Develop your nose for data

Weitere ähnliche Inhalte

Andere mochten auch (7)

Types of speech styles
Types of speech stylesTypes of speech styles
Types of speech styles
 
Writing a Feature Article
Writing a Feature ArticleWriting a Feature Article
Writing a Feature Article
 
What is sociolinguistics,
What is sociolinguistics,What is sociolinguistics,
What is sociolinguistics,
 
Campus Journalism (Writing Features)
Campus Journalism (Writing Features)Campus Journalism (Writing Features)
Campus Journalism (Writing Features)
 
Sociolinguistics
SociolinguisticsSociolinguistics
Sociolinguistics
 
Science journalism workshop
Science journalism workshopScience journalism workshop
Science journalism workshop
 
Feature Story - Sample
Feature Story - SampleFeature Story - Sample
Feature Story - Sample
 

Ähnlich wie Data Journalism 101 - Day 2 by Michael J. Berens

Finding and Using Secondary Data and Resources for Research
Finding and Using Secondary Data  and Resources for ResearchFinding and Using Secondary Data  and Resources for Research
Finding and Using Secondary Data and Resources for ResearchDr. Karen Whiteman
 
HWZ-Darden Konferenz: The Curatorial Challenge of Leaders
HWZ-Darden Konferenz: The Curatorial Challenge of LeadersHWZ-Darden Konferenz: The Curatorial Challenge of Leaders
HWZ-Darden Konferenz: The Curatorial Challenge of LeadersHWZ Hochschule für Wirtschaft
 
Survey Methodology for Security and Privacy Researchers
Survey Methodology for Security and Privacy ResearchersSurvey Methodology for Security and Privacy Researchers
Survey Methodology for Security and Privacy ResearchersElissa Redmiles
 
Parents whose children has cancer
Parents whose children has cancerParents whose children has cancer
Parents whose children has cancerLauren Becker
 
Data validation in the Digital Age
Data validation in the Digital AgeData validation in the Digital Age
Data validation in the Digital AgeJ T "Tom" Johnson
 
Sociology of Education- Finding School & Community Data
Sociology of Education- Finding School & Community DataSociology of Education- Finding School & Community Data
Sociology of Education- Finding School & Community DataNicoleBranch
 
How To Get a Handle on Your Patient Identity Challenges
How To Get a Handle on Your Patient Identity ChallengesHow To Get a Handle on Your Patient Identity Challenges
How To Get a Handle on Your Patient Identity ChallengesIatric Systems
 
LIS 560 Ditigal Na(t)ives
LIS 560 Ditigal Na(t)ivesLIS 560 Ditigal Na(t)ives
LIS 560 Ditigal Na(t)ivesheymeredith
 
Finding School & Community Data
Finding School & Community DataFinding School & Community Data
Finding School & Community DataNicoleBranch
 
Cj 4111 serial killers1
Cj 4111 serial killers1Cj 4111 serial killers1
Cj 4111 serial killers1Traciwm
 
Chapter 10
Chapter 10Chapter 10
Chapter 10lynroe
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptxRahulTr22
 
Your Online Identity: Discovering, Controlling, Managing (January 2016)
Your Online Identity: Discovering, Controlling, Managing (January 2016)Your Online Identity: Discovering, Controlling, Managing (January 2016)
Your Online Identity: Discovering, Controlling, Managing (January 2016)KR_Barker
 
Investigating Disabiity Issues
Investigating Disabiity IssuesInvestigating Disabiity Issues
Investigating Disabiity IssuesJennifer LaFleur
 
Learn How to Overcome Patient Identity Challenges
Learn How to Overcome Patient Identity ChallengesLearn How to Overcome Patient Identity Challenges
Learn How to Overcome Patient Identity ChallengesIatric Systems
 
Scholarly Research: Healthcare Ethics Research for Nursing Students
Scholarly Research: Healthcare Ethics  Research for Nursing StudentsScholarly Research: Healthcare Ethics  Research for Nursing Students
Scholarly Research: Healthcare Ethics Research for Nursing StudentsTherese Tisseverasinghe
 

Ähnlich wie Data Journalism 101 - Day 2 by Michael J. Berens (20)

Ona 2012
Ona 2012Ona 2012
Ona 2012
 
Finding and Using Secondary Data and Resources for Research
Finding and Using Secondary Data  and Resources for ResearchFinding and Using Secondary Data  and Resources for Research
Finding and Using Secondary Data and Resources for Research
 
HWZ-Darden Konferenz: The Curatorial Challenge of Leaders
HWZ-Darden Konferenz: The Curatorial Challenge of LeadersHWZ-Darden Konferenz: The Curatorial Challenge of Leaders
HWZ-Darden Konferenz: The Curatorial Challenge of Leaders
 
Survey Methodology for Security and Privacy Researchers
Survey Methodology for Security and Privacy ResearchersSurvey Methodology for Security and Privacy Researchers
Survey Methodology for Security and Privacy Researchers
 
Parents whose children has cancer
Parents whose children has cancerParents whose children has cancer
Parents whose children has cancer
 
SLSguide
SLSguideSLSguide
SLSguide
 
Data validation in the Digital Age
Data validation in the Digital AgeData validation in the Digital Age
Data validation in the Digital Age
 
Sociology of Education- Finding School & Community Data
Sociology of Education- Finding School & Community DataSociology of Education- Finding School & Community Data
Sociology of Education- Finding School & Community Data
 
How To Get a Handle on Your Patient Identity Challenges
How To Get a Handle on Your Patient Identity ChallengesHow To Get a Handle on Your Patient Identity Challenges
How To Get a Handle on Your Patient Identity Challenges
 
Sls guide2018
Sls guide2018Sls guide2018
Sls guide2018
 
LIS 560 Ditigal Na(t)ives
LIS 560 Ditigal Na(t)ivesLIS 560 Ditigal Na(t)ives
LIS 560 Ditigal Na(t)ives
 
Finding School & Community Data
Finding School & Community DataFinding School & Community Data
Finding School & Community Data
 
Cj 4111 serial killers1
Cj 4111 serial killers1Cj 4111 serial killers1
Cj 4111 serial killers1
 
Chapter 10
Chapter 10Chapter 10
Chapter 10
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx
 
Your Online Identity: Discovering, Controlling, Managing (January 2016)
Your Online Identity: Discovering, Controlling, Managing (January 2016)Your Online Identity: Discovering, Controlling, Managing (January 2016)
Your Online Identity: Discovering, Controlling, Managing (January 2016)
 
Investigating Disabiity Issues
Investigating Disabiity IssuesInvestigating Disabiity Issues
Investigating Disabiity Issues
 
Learn How to Overcome Patient Identity Challenges
Learn How to Overcome Patient Identity ChallengesLearn How to Overcome Patient Identity Challenges
Learn How to Overcome Patient Identity Challenges
 
Lecture 1
Lecture 1Lecture 1
Lecture 1
 
Scholarly Research: Healthcare Ethics Research for Nursing Students
Scholarly Research: Healthcare Ethics  Research for Nursing StudentsScholarly Research: Healthcare Ethics  Research for Nursing Students
Scholarly Research: Healthcare Ethics Research for Nursing Students
 

Mehr von Reynolds Center for Business Journalism

“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge
“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge
“Using Census Data in Your Stories” by Brandon Quester and Evan WylogeReynolds Center for Business Journalism
 
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...Reynolds Center for Business Journalism
 
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...“Developing an Effective Business Journalism Syllabus - Building the Syllabus...
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...Reynolds Center for Business Journalism
 
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...Reynolds Center for Business Journalism
 
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...Reynolds Center for Business Journalism
 
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...Reynolds Center for Business Journalism
 
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig HarrisReynolds Center for Business Journalism
 

Mehr von Reynolds Center for Business Journalism (20)

Ire 2016 reynolds talk steve doig
Ire 2016 reynolds talk steve doigIre 2016 reynolds talk steve doig
Ire 2016 reynolds talk steve doig
 
“10 Databases You Can Use Today” by Steve Doig and Evan Wyloge
“10 Databases You Can Use Today” by Steve Doig and Evan Wyloge“10 Databases You Can Use Today” by Steve Doig and Evan Wyloge
“10 Databases You Can Use Today” by Steve Doig and Evan Wyloge
 
“The Numbers in Sports” by Dash Davidson
“The Numbers in Sports” by Dash Davidson“The Numbers in Sports” by Dash Davidson
“The Numbers in Sports” by Dash Davidson
 
“The Numbers in Sports” by Brett Kurland
“The Numbers in Sports” by Brett Kurland“The Numbers in Sports” by Brett Kurland
“The Numbers in Sports” by Brett Kurland
 
“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge
“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge
“Using Census Data in Your Stories” by Brandon Quester and Evan Wyloge
 
“The Business of Pot” by Ricardo Baca and Kevin Dale
“The Business of Pot” by Ricardo Baca and Kevin Dale“The Business of Pot” by Ricardo Baca and Kevin Dale
“The Business of Pot” by Ricardo Baca and Kevin Dale
 
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...
“Developing an Effective Business Journalism Syllabus - Leverage! Using Exist...
 
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...“Developing an Effective Business Journalism Syllabus - Building the Syllabus...
“Developing an Effective Business Journalism Syllabus - Building the Syllabus...
 
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...
“Marketing Your Work and Engaging Your Audience - Marketing Your Work” by Eli...
 
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...
“Marketing Your Work and Engaging Your Audience - Engaging Audiences to Promo...
 
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...
“Marketing Your Work and Engaging Your Audience - Social Media Strategy and A...
 
“Teaching Business Journalism - Finding Your Audience" by Randy Smith
“Teaching Business Journalism - Finding Your Audience" by Randy Smith“Teaching Business Journalism - Finding Your Audience" by Randy Smith
“Teaching Business Journalism - Finding Your Audience" by Randy Smith
 
“Teaching Business Journalism - Organizing Your Course" by Pam Luecke
“Teaching Business Journalism - Organizing Your Course" by Pam Luecke“Teaching Business Journalism - Organizing Your Course" by Pam Luecke
“Teaching Business Journalism - Organizing Your Course" by Pam Luecke
 
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris
“The Numbers in Sports - Investigating Sports Non-Profits" by Craig Harris
 
“Covering Campaign Finance” by Leslie Wayne
“Covering Campaign Finance” by Leslie Wayne“Covering Campaign Finance” by Leslie Wayne
“Covering Campaign Finance” by Leslie Wayne
 
“The Economics of Immigration” by Fernanda Santos
“The Economics of Immigration” by Fernanda Santos“The Economics of Immigration” by Fernanda Santos
“The Economics of Immigration” by Fernanda Santos
 
“Where to Find Economic Data”
“Where to Find Economic Data”“Where to Find Economic Data”
“Where to Find Economic Data”
 
“Building Winning Business Investigations” by Glenn Hall
“Building Winning Business Investigations” by Glenn Hall“Building Winning Business Investigations” by Glenn Hall
“Building Winning Business Investigations” by Glenn Hall
 
Ag Media Summit - 30 Agriculture Stories
Ag Media Summit - 30 Agriculture StoriesAg Media Summit - 30 Agriculture Stories
Ag Media Summit - 30 Agriculture Stories
 
Data Journalism 101 - Part 3 by Michael J. Berens
Data Journalism 101 - Part 3 by Michael J. BerensData Journalism 101 - Part 3 by Michael J. Berens
Data Journalism 101 - Part 3 by Michael J. Berens
 

Kürzlich hochgeladen

美国SU学位证,雪城大学毕业证书1:1制作
美国SU学位证,雪城大学毕业证书1:1制作美国SU学位证,雪城大学毕业证书1:1制作
美国SU学位证,雪城大学毕业证书1:1制作ss846v0c
 
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一lvtagr7
 
定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一
 定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一 定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一
定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一Fs sss
 
Back on Track: Navigating the Return to Work after Parental Leave
Back on Track: Navigating the Return to Work after Parental LeaveBack on Track: Navigating the Return to Work after Parental Leave
Back on Track: Navigating the Return to Work after Parental LeaveMarharyta Nedzelska
 
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607dollysharma2066
 
Application deck- Cyril Caudroy-2024.pdf
Application deck- Cyril Caudroy-2024.pdfApplication deck- Cyril Caudroy-2024.pdf
Application deck- Cyril Caudroy-2024.pdfCyril CAUDROY
 
Human Rights are notes and helping material
Human Rights are notes and helping materialHuman Rights are notes and helping material
Human Rights are notes and helping materialnadeemcollege26
 
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样umasea
 
Escort Service Andheri WhatsApp:+91-9833363713
Escort Service Andheri WhatsApp:+91-9833363713Escort Service Andheri WhatsApp:+91-9833363713
Escort Service Andheri WhatsApp:+91-9833363713Riya Pathan
 
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...nitagrag2
 
Jumark Morit Diezmo- Career portfolio- BPED 3A
Jumark Morit Diezmo- Career portfolio- BPED 3AJumark Morit Diezmo- Career portfolio- BPED 3A
Jumark Morit Diezmo- Career portfolio- BPED 3Ajumarkdiezmo1
 
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一diploma 1
 
LinkedIn Strategic Guidelines April 2024
LinkedIn Strategic Guidelines April 2024LinkedIn Strategic Guidelines April 2024
LinkedIn Strategic Guidelines April 2024Bruce Bennett
 
Nathan_Baughman_Resume_copywriter_and_editor
Nathan_Baughman_Resume_copywriter_and_editorNathan_Baughman_Resume_copywriter_and_editor
Nathan_Baughman_Resume_copywriter_and_editorNathanBaughman3
 
Ch. 9- __Skin, hair and nail Assessment (1).pdf
Ch. 9- __Skin, hair and nail Assessment (1).pdfCh. 9- __Skin, hair and nail Assessment (1).pdf
Ch. 9- __Skin, hair and nail Assessment (1).pdfJamalYaseenJameelOde
 
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证nhjeo1gg
 
AI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxAI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxdeepakkrlkr2002
 
Ioannis Tzachristas Self-Presentation for MBA.pdf
Ioannis Tzachristas Self-Presentation for MBA.pdfIoannis Tzachristas Self-Presentation for MBA.pdf
Ioannis Tzachristas Self-Presentation for MBA.pdfjtzach
 
Protection of Children in context of IHL and Counter Terrorism
Protection of Children in context of IHL and  Counter TerrorismProtection of Children in context of IHL and  Counter Terrorism
Protection of Children in context of IHL and Counter TerrorismNilendra Kumar
 

Kürzlich hochgeladen (20)

美国SU学位证,雪城大学毕业证书1:1制作
美国SU学位证,雪城大学毕业证书1:1制作美国SU学位证,雪城大学毕业证书1:1制作
美国SU学位证,雪城大学毕业证书1:1制作
 
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一
定制(UQ毕业证书)澳洲昆士兰大学毕业证成绩单原版一比一
 
定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一
 定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一 定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一
定制(UOIT学位证)加拿大安大略理工大学毕业证成绩单原版一比一
 
Back on Track: Navigating the Return to Work after Parental Leave
Back on Track: Navigating the Return to Work after Parental LeaveBack on Track: Navigating the Return to Work after Parental Leave
Back on Track: Navigating the Return to Work after Parental Leave
 
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607
Gurgaon Call Girls: Free Delivery 24x7 at Your Doorstep G.G.N = 8377087607
 
Application deck- Cyril Caudroy-2024.pdf
Application deck- Cyril Caudroy-2024.pdfApplication deck- Cyril Caudroy-2024.pdf
Application deck- Cyril Caudroy-2024.pdf
 
Human Rights are notes and helping material
Human Rights are notes and helping materialHuman Rights are notes and helping material
Human Rights are notes and helping material
 
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样
办理学位证(纽伦堡大学文凭证书)纽伦堡大学毕业证成绩单原版一模一样
 
Escort Service Andheri WhatsApp:+91-9833363713
Escort Service Andheri WhatsApp:+91-9833363713Escort Service Andheri WhatsApp:+91-9833363713
Escort Service Andheri WhatsApp:+91-9833363713
 
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...
Escorts Service Near Surya International Hotel, New Delhi |9873777170| Find H...
 
Jumark Morit Diezmo- Career portfolio- BPED 3A
Jumark Morit Diezmo- Career portfolio- BPED 3AJumark Morit Diezmo- Career portfolio- BPED 3A
Jumark Morit Diezmo- Career portfolio- BPED 3A
 
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一
办理(Salford毕业证书)索尔福德大学毕业证成绩单原版一比一
 
LinkedIn Strategic Guidelines April 2024
LinkedIn Strategic Guidelines April 2024LinkedIn Strategic Guidelines April 2024
LinkedIn Strategic Guidelines April 2024
 
Students with Oppositional Defiant Disorder
Students with Oppositional Defiant DisorderStudents with Oppositional Defiant Disorder
Students with Oppositional Defiant Disorder
 
Nathan_Baughman_Resume_copywriter_and_editor
Nathan_Baughman_Resume_copywriter_and_editorNathan_Baughman_Resume_copywriter_and_editor
Nathan_Baughman_Resume_copywriter_and_editor
 
Ch. 9- __Skin, hair and nail Assessment (1).pdf
Ch. 9- __Skin, hair and nail Assessment (1).pdfCh. 9- __Skin, hair and nail Assessment (1).pdf
Ch. 9- __Skin, hair and nail Assessment (1).pdf
 
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证
原版快速办理MQU毕业证麦考瑞大学毕业证成绩单留信学历认证
 
AI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptxAI ppt introduction , advandtage pros and cons.pptx
AI ppt introduction , advandtage pros and cons.pptx
 
Ioannis Tzachristas Self-Presentation for MBA.pdf
Ioannis Tzachristas Self-Presentation for MBA.pdfIoannis Tzachristas Self-Presentation for MBA.pdf
Ioannis Tzachristas Self-Presentation for MBA.pdf
 
Protection of Children in context of IHL and Counter Terrorism
Protection of Children in context of IHL and  Counter TerrorismProtection of Children in context of IHL and  Counter Terrorism
Protection of Children in context of IHL and Counter Terrorism
 

Data Journalism 101 - Day 2 by Michael J. Berens