Structure Data 2014: HOW MICRODATA CAN SAY A LOT ABOUT MACROECONOMICS, David Soloff

Preview:

DESCRIPTION

Presentation from David Soloff, CEO and Co-Founder, Premise #gigaomlive More at http://events.gigaom.com/structuredata-2014/

Citation preview

Wednesday, March 26, 14

HOW MICRODATA CAN SAY A LOT ABOUT MACROECONOMICS

David SoloffPremise

Wednesday, March 26, 14

DAVID SOLOFF@davidsoloff

Wednesday, March 26, 14

Wednesday, March 26, 14

“—no, a dreary, desolate and, indeed, quite abject and distressing one; what we might call, by way of eminence, the dismal science.”

— Thomas Carlyle

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Mikro Data

& Makro

Economics

Wednesday, March 26, 14

"There's still a Cold War element to our statistics. We're kind of in a holding pattern. In many situations I found myself wishing we had more current data and broader data."

— Alan Krueger

http://on.wsj.com/1ggFq9c

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

January 2007

September 2007

February 2008

March 2008

April 2008

Mexico: “Tortilla Riots”

West Bengal: Riots over food shortages and public corruption

Cameroon: High fuel and food prices

Senegal: Protests over high cost of living

Haiti: Riots over rising food prices

Yemen: Riots as price of wheat doubles, rice + vegetables up 20%

Egypt: Riots over the price of bread

November 2008 China: Contaminated milk due to high cattle feed prices

October 2007 Russia: Gov’t pressures food producers to freeze prices

Wednesday, March 26, 14

Food prices and the incidence of violence in Africa [van Weezel 2013]

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Mar May Jul Sep Nov

0.94

0.96

0.98

1.00

1.02

1.04

China − CPI (Official)Premise − Food Staples Index

Granger Causality: 0.94Correlation: 0.93

Jan Mar May Jul Sep Nov

0.95

1.00

1.05

1.10

1.15

India − CPI (Official)Premise − Food Staples Index

Granger Causality: 0.81Correlation: 0.89

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

there are too many strata to measure everything

Wednesday, March 26, 14

“You need to focus on quality. You’ll be better off with a small but carefully structured sample rather than a large sloppy sample.”

— Hal Varian

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

@premisedata

Wednesday, March 26, 14

Wednesday, March 26, 14

Wednesday, March 26, 14

Recommended