(PDF) From data to movement

transparency:from data to movement

ethan zuckerman10/22/2010

photo by Esthr

http://globalvoicesonline.org

photo by Hradcanska

photo by 517design

does increased transparency lead inexorably to better government?

“Wikileaks has probably produced more scoops in its short life than The Washington Post has

in the past 30 years.”

- Rupert Wright in “The National”

http://wikileaks.org

http://collateralmurder.com/

theories of change

http://www.nytimes.com/2009/11/17/us/17visa.html

http://www.globalwitness.org/pages/en/the_role_of_financial_institutions.html

Do rigorous research

Get article in New York Times

Get senate hearings

State Department changes visa policy

WELL THAT MAKES ME ANGRY

SEEMS LIKE I SHOULD DO SOMETHING TO HELP

OOH, LOOK! PICTURES OF KITTIES!

images from Randall Munroe’s wonderful (and CC licensed) xkcd comic strip

Get article in New York Times

Do rigorous research

Get article in New York Times

Get senate hearings

State Department changes visa policy

activate readers

who organize to pressure State

Sometimes we need more data

photo by Subcomandanta

http://legacy.ushahidi.com/

http://stopstockouts.org/

photo by Kevin H.

Sometimes we need filters

http://tpmmuckraker.talkingpointsmemo.com/archives/002809.php

sometimes, visualization...

http://data.worldbank.org/indicator/NY.GNP.PCAP.CD

http://data.worldbank.org/indicator/NY.GNP.PCAP.CD/countries/latest?display=map

We always need context

http://www.propublica.org/ion/loan-mods

And we benefit from involvement

http://www.fixmystreet.com/report/98329

http://www.mysociety.org/projects/

http://www.groupsnearyou.com/

- Free the data we’ve got- Find the data we don’t have- Filter, visualize, contextualize- From data to movement

@ethanzethan@ethanzuckerman.com

thanks for listening.

From data to movement

Technology

Data movement for globally deployed Big Data Hadoop ...€¦ · Data movement for globally deployed Big Data Hadoop architectures ... enhancing their Big Data, business intelligence,

Chapter 4: Data Movement Instructions

Troubleshooting Data Movement

Data Movement and Storage - cac.cornell.edu

Improving Data Management and Data Movement E ciency in

The Global Open Data Movement

RAY TRACING FROM A DATA MOVEMENT PERSPECTIVE

Data Movement Process - Commvault

Chapter 4: Data Movement Instructions · 10/5/2012 · •This chapter concentrates on the data movement instructions. •The data movement instructions ... in a machine language

Exercise 2.7. Data Movement. View->Data Movement->xy ...IDC/SA/SI Page 51 Exercise 2.7. Data Movement. To move waveforms in x and y directions: (1) Select View->Data Movement->xy movement

IBM Data Movement Tool

Reducing Data Movement Energy via Online Data …cs.rochester.edu/~ipek/micro16.pdfReducing Data Movement Energy via Online Data Clustering and Encoding Shibo Wang, Engin Ipek Department

Detecting Human Movement by Differential Air …dub.washington.edu/djangosite/media/papers/tmpqiqC-3.pdfIn the system's deployment study, movement data was gathered from a collection

14 Analysis of Movement and Habitat Use from Telemetry DataAnalysis of Movement and Habitat Use from Telemetry Data 627 transmitters in laboratory settings and have failed to document

Data Movement Manual

Gps movement data

SC13 Data Movement WAN and ShowFloor

Movement Data

Data Movement Instructions

01_07 Data Movement