SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Data Journalism
Data…
…variables + “observations”
Temperature Height Weight Score Price
Data…
…variables + “observations”
Temperature Height Weight Score Price
83o 5’ 6” 150lbs 99-97 $14.37
Data…
…variables + “observations”
Temperature Height Weight Score Price
83o 5’ 6” 150lbs 99-97 $14.37
2.5 exabytes of new data every day
Unintended consequences:
Venmo article
Venmo data
Example
2.5 exabytes of new data every day...
90% of all data generated in all of
Human history has been created
Since 2017
So, data needs context:
• Data
• Information
• Knowledge
So, data needs context:
• Data It’s 102o
• Information 7th temp record year
• Knowledge Earth is warming
2 categories of data:
1) Discrete (1 observation at a time)
(Home price, tax info, arrest record...)
2 categories of data:
1) Discrete (1 observation at a time)
(Home price, tax info, arrest record...)
2) Aggregate (multiple observations)
(Statewide arrests, all citations in a city,
historical patterns on crime...)
Let’s look at some discrete data…
• Tax records
• Crime statistics
• Budgets
• Traffic
• City populations
Aggregate data comes 2 ways:
Aggregate data comes 2 ways:
1) Already published online;
2) Available… but not published
Search tips:
1) Google search “data”/”open data”;
2) Add “xls” or “csv” or “filetype:xls”
3) Settings; Advanced Search;
Search tips:
1) Google search “data”/”open data”;
2) Add “xls” or “csv” or “filetype:xls”
3) Settings; Advanced Search;
4) Search images, then view page;
5) Data Repositories (collections of
available data sources)
Examples:
• U.S. Census.gov/data
• Slack #datajournalism channel
Requesting data:
• FOIA
Freedom of Information Act (1966)
• 1950s
Requesting data:
• FOIA
Freedom of Information Act (1966)
• 2 big changes
-More documents, info, data available
-More standardization
• Expanded again after Watergate
Requesting data:
• FOIA
Freedom of Information Act (1966)
Sample letter
What data; who has it; what format; fee?
Be very specific (dates, ages, names, .xls)
Examples…
Requesting data:
• FOIA
Freedom of Information Act (1966)
• Find the right person
• Call/email DETAILED request
• Sometimes $mall fee
• Right to appeal; mediation; courts
• https://www.phdigitalbootcamp.com/
• Schedule
• Data Journalism module
• Here are some resources…
• Please enter restaurant information
• Then, 5-minute break

Weitere ähnliche Inhalte

Ähnlich wie PhDigital Bootcamp Data Journalism Lecture

open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
DennicaRivera
 
Table of Contents16304_TTLX_Walker.indd 1 8312 1152.docx
Table of Contents16304_TTLX_Walker.indd   1 8312   1152.docxTable of Contents16304_TTLX_Walker.indd   1 8312   1152.docx
Table of Contents16304_TTLX_Walker.indd 1 8312 1152.docx
mattinsonjanel
 

Ähnlich wie PhDigital Bootcamp Data Journalism Lecture (20)

How Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the DotsHow Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the Dots
 
Anticipatory Intelligence
Anticipatory IntelligenceAnticipatory Intelligence
Anticipatory Intelligence
 
Spark
SparkSpark
Spark
 
Open Access in Archaeology. Opening the Past, 2013, Pisa (PDF)
Open Access in Archaeology. Opening the Past, 2013, Pisa (PDF)Open Access in Archaeology. Opening the Past, 2013, Pisa (PDF)
Open Access in Archaeology. Opening the Past, 2013, Pisa (PDF)
 
Open Access in Archaeology. Opening the Past, 2013, Pisa
Open Access in Archaeology. Opening the Past, 2013, PisaOpen Access in Archaeology. Opening the Past, 2013, Pisa
Open Access in Archaeology. Opening the Past, 2013, Pisa
 
Big Data for a Better World
Big Data for a Better WorldBig Data for a Better World
Big Data for a Better World
 
WRIT1301 Library Instruction: Finding & Understanding Statistics
WRIT1301 Library Instruction: Finding & Understanding StatisticsWRIT1301 Library Instruction: Finding & Understanding Statistics
WRIT1301 Library Instruction: Finding & Understanding Statistics
 
Moritz esip2011
Moritz esip2011Moritz esip2011
Moritz esip2011
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx
 
Balancing Act
Balancing ActBalancing Act
Balancing Act
 
Strata Big data presentation
Strata Big data presentationStrata Big data presentation
Strata Big data presentation
 
Discovery Analytics: Tracking Ebola Spread
Discovery Analytics: Tracking Ebola SpreadDiscovery Analytics: Tracking Ebola Spread
Discovery Analytics: Tracking Ebola Spread
 
Big data as a source for official statistics
Big data as a source for official statisticsBig data as a source for official statistics
Big data as a source for official statistics
 
Big Data and the Social Sciences
Big Data and the Social SciencesBig Data and the Social Sciences
Big Data and the Social Sciences
 
Tapping the Data Deluge with R
Tapping the Data Deluge with RTapping the Data Deluge with R
Tapping the Data Deluge with R
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
 
Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014Data Stewardship for SPATIAL/IsoCamp 2014
Data Stewardship for SPATIAL/IsoCamp 2014
 
Table of Contents16304_TTLX_Walker.indd 1 8312 1152.docx
Table of Contents16304_TTLX_Walker.indd   1 8312   1152.docxTable of Contents16304_TTLX_Walker.indd   1 8312   1152.docx
Table of Contents16304_TTLX_Walker.indd 1 8312 1152.docx
 
Data stories
Data storiesData stories
Data stories
 
Finding data BBC 15
Finding data BBC 15Finding data BBC 15
Finding data BBC 15
 

Kürzlich hochgeladen

Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
HyderabadDolls
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Klinik kandungan
 
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
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
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 Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
gajnagarg
 
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
wsppdmt
 
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
 

Kürzlich hochgeladen (20)

Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
Sonagachi * best call girls in Kolkata | ₹,9500 Pay Cash 8005736733 Free Home...
 
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
Jual obat aborsi Bandung ( 085657271886 ) Cytote pil telat bulan penggugur ka...
 
Charbagh + Female Escorts Service in Lucknow | Starting ₹,5K To @25k with A/C...
Charbagh + Female Escorts Service in Lucknow | Starting ₹,5K To @25k with A/C...Charbagh + Female Escorts Service in Lucknow | Starting ₹,5K To @25k with A/C...
Charbagh + Female Escorts Service in Lucknow | Starting ₹,5K To @25k with A/C...
 
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
 
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 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...
 
Dubai Call Girls Peeing O525547819 Call Girls Dubai
Dubai Call Girls Peeing O525547819 Call Girls DubaiDubai Call Girls Peeing O525547819 Call Girls Dubai
Dubai Call Girls Peeing O525547819 Call Girls Dubai
 
Digital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham WareDigital Transformation Playbook by Graham Ware
Digital Transformation Playbook by Graham Ware
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
 
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptxRESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
RESEARCH-FINAL-DEFENSE-PPT-TEMPLATE.pptx
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
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
 
High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girl...
High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girl...High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girl...
High Profile Call Girls Service in Jalore { 9332606886 } VVIP NISHA Call Girl...
 
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
Top profile Call Girls In Latur [ 7014168258 ] Call Me For Genuine Models We ...
 
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
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
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...
 
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...
 
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
如何办理英国诺森比亚大学毕业证(NU毕业证书)成绩单原件一模一样
 
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...
 

PhDigital Bootcamp Data Journalism Lecture