Data Journalism 101



Data Journalism 101

8 2


HKBU


On Github silva-shih / HKBU

Data Journalism 101

HKBU | May 2016

@silvashih

A bit about me

Data editor of FTChinese based in Beijing. Making data-driven stories and reporting on Taiwan.

You'll leave this 2-day-workshop knowing:

  • What is data journalism and what is not.
  • What is data and what is not.
  • How to critique and improve charts.
  • How to keep learning by yourself.

Section 1

What is data journalism?

short answer

Tell stories with data.

It started way before you think it did.

Mapping the 1854 London Cholera Outbreak

Why do people care about it so much now?

The why shapes how you do things.

Tools advanced.

The forces behind the story.

數據:紅色預警拯救北京空氣?(FT中文網)

But people still misunderstand the beauty of data journalism in some ways.

data journalist = researcher?

"Hey Lisa. Could you pull all the relevant clips on that for me?"

data report = infographic?

What a data-driven story looks like?

  • text
  • charts
  • graphics
  • news apps
  • ....

Multiple skills

  • text → writing
  • charts → statistic+design+(coding)
  • graphics → statistic+design+(coding)
  • news app → coding
  • .... → ?

Normally, it takes a TEAM to do the job.

FTC

me+1/2 developer

FT interactive

coders, designers, statisticians, map-makers.

Caixin:cross-functional

The way to make data-driven stories is similar.

Process

data first. story first. question first.

Always ask yourself:

why and how to use data to make story better?

Lunch break

Section 2

What is data?

Machine readable

structured data

reference link

XLS (excel)

CSV

comma-seperated value

TSV

tab-seperated value

JSON

XML

NOT structured data

PDF

covert PDF to csv

JPEG/PNG/GIF (img)

huh?

Optical-character recognition (OCR)

Tools:

google " X to X converter"

Where to find data?

Google it.

  • Think Tank
  • Government
  • Companies who own unique data (Business reporting)
  • Academic paper *
  • Collect it yourself *
  • Wise man *
中國土壤防治資金缺口巨大(FT中文網,2016)
分析:十二五時期,這些詞影響了中國(FT中文網,2016)

Speed data-ing

Google spreadsheet

number vs. text

=

+-x ÷

ranking

=sum( )

=average( )

=IMPORTHTML(URL,"table", 1)

Exercise:

http://goo.gl/Jr1Dh

Q: how many visitor arrivals in 2014?

Q: Which category has the most serious decline?

https://data.gov.hk/en/

http://data.worldbank.org/

Knowing bad data.

Which one is May?

27/5/16

5/27/15

Further explore: Quartz's bad data guide

See you.

@silvashihsilva.shih@ft.comwww.ftchinese.com/channel/datanews.html

Section 3

Make data beautiful

Recap

Yes, I've got the data and make it clean. What's next?

Data story:

  • text
  • chart
  • graphic
  • news app
  • ....

What is the best way to present data?

Basic Charts

reference

Line

Track changes over time.

Bar

Compare categories

Bubble

compare

Bubble

Common Tools

  • Adobe illustrator
  • Excel/google spreadsheet
  • free tools online (google it)
  • d3.js

Basic design rules

reference

The goal should be clarity rather than simplicity.

Excercise

google spreadsheet

Quartz's chartbuilder

How to cheat with charts?

Apple is either terrible at designing charts or thinks you won’t notice the difference (Quartz, 2013)
For U.S. Men, 40 Years of Falling Income
How journalists make arguments with distorted data
How journalists make arguments with distorted data
One Report, Diverging Perspectives (NYT, 2012)

hiding something?

Section 4

Going further

Global Trends

Trend 1

Skills level up

Japan: the next big quake(FT, 2016)
How green Germany really is (Berliner Morgenpost, 2016)
Is the Nasdaq in Another Bubble?(WSJ, 2015)

Trend 2

Mobile centric

Scroll

How the U.S. and OPEC Drive Oil Prices(NYT, 2015)
Who are the best ever Formula One drivers?(FT, 2015)

Static (gif)

America’s Middle-class Meltdown: Core shrinks to half of US homes(FT, 2016)

"Static images are the most effective form of communication."Archie Tse, NYT

“If it doesn’t work on mobile, it doesn’t work."

Trend 3

Coversation with readers

气候变化计算器(FT中文, 2015)
What do Britons abroad think of Brexit? (FT, 2016)
What do Britons abroad think of Brexit? (FT, 2016)
The Counted: People killed by police in the US(Guardian US, 2015)
Methodology and code(Buzzfeed, 2016)
How BuzzFeed News Used Betting Data To Investigate Match-Fixing In Tennis(Buzzfeed, 2016)
The Color of Debt(Propublica, 2015)
The Color of Debt(Propublica, 2015)

Trend 4

Collaboration

Journalism + civic hack

Code for Africa
Taiwan's g0v
Taiwan's g0v

Question remained

Going further

how to train yourself?

I'm not born with these skills.

  • Majored in public administration in college.
  • Trained magazine writing for almost 5 yrs.
  • Expolore the possibility of the future of journalism in graduate school. Taught myself ever since.

Unlimited resources on the internet

People.

Connect the dots.

People → knowing who to follow.

FTChinese.com

FT Data blog/interactive

bloomberg graphics

nikkei's visual data

#ddj #dataviz

NICAR 2016 Slides, Links & Tutorials #NICAR16

Connect the dots → Cross the border.

Design + Coding + Journalism + Thinking wild

Thanks!

@silvashih

silva.shih@ft.com

www.ftchinese.com/channel/datanews.html

Data Journalism 101 HKBU | May 2016 @silvashih