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Workshop on Data Journalism
February 17, 2014
Ghent

How to get the
data and how to
process them?

Lorenzo Pellizzari
1
About me …

2
Get the data

Receive it

Advanced search
techniques

How to get
the data?
FOI laws

Scrape it

3
1

Receive it

Analyzing the War Logs (Associated Press)
4
2

Advanced search techniques:
Google
79.300.000 results

5results

5
2

Advanced search techniques:
SPARQL

http://dbpedia.org/sparql

6
2

Advanced search techniques:
SPARQL

7
2

Advanced search techniques:
SPARQL

http://latemar.science.unitn.it/spacetime/spacetime.html
8
3

Freedom of Information laws

9
3

Freedom of Information laws

10
4

Scrape your data

“Web scraping (web harvesting or web data extraction) is a computer software
technique of extracting information from websites.” (Wikipedia)

http://www-news.iaea.org/
11
4

Scrape your data

12
4

Scrape your data

13
Process the data
What Analytics, Data mining, Big Data
software you used in the past 12 months for a
real project (not just evaluation) [798 voters]

http://www.kdnuggets.com/
14
The software for data analysis
Share of R- or SAS-related posts to Stack
Overflow by week.

http://r4stats.com/articles/popularity/
15
The software for data analysis

16
Example: ABC News
Interactive map of gas wells and leases in Australia

Scraping: Main data coming from
gouvernemental websites

FOI: Data on chemical releases
Variety of reports: Data on salt and water
http://datajournalismhandbook.org/

17
Example: ABC News
•

A web developer and designer

•

A lead journalist

•

A part time researcher with expertise in data extraction, excel spread sheets and
data cleaning

•

A part time junior journalist

•

A consultant executive producer

•

A academic consultant with expertise in data mining, graphic visualization and
advanced research skills

•

The services of a project manager and the administrative assistance of the ABC’s
multi-platform unit

•

Importantly we also had a reference group of journalists and others whom we
consulted on a needs basis
http://datajournalismhandbook.org/

18
19

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DataJournalism: How To get data and process them?