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DELIVERING with�BIG DATA

@brunosan

Cape Town, South Africa 14/9/2018

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The world

The world + science

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Scientific facts alone

don’t change world

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The future is not about data,

is about absorbing complexity

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Solving for Impact

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How many children will there be in 2100?

Billion Children

0

1950

2000

2050

2100

4

2

3

1

4 billion

3 billion

2 billion

A

B

In 1950 there were fewer than one billion children (aged 0-14) in the world. By 2000 there were almost two billion. How many do UN experts think there will be in 2100?

TEST QUESTION 1: FUTURE NUMBER OF CHILDREN

Q1.1

?

www.gapminder.org/teach

Version: 13

Free teaching material for a fact-based worldview

Source: http://esa.un.org/unpd/wpp/unpp/panel_indicators.htm

A

B

C

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Where do people live?

There are 7 billion people in the world today. Of the maps below, which one do you think shows best where they live in the Americas, Europe, Africa and Asia?

TEST QUESTION 2: WHERE PEOPLE LIVE

Q2.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

B

A

B

A

C

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What is the average life expectancy at birth in the world today?

50 years

60 years

70 years

A

TEST QUESTION 3: WORLD LIFE EXPECTANCY

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

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What percentage of adults in the world today are literate — can read and write?

80%

60%

40%

A

TEST QUESTION 4: WORLD LITERACY

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

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Women’s schooling

3 years

5 years

7 years

A

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

Women aged 30 spent how many years in school?

(Men of same age spent 8 years)�

TEST QUESTION 5: WOMEN’S SHOOLING

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20%

50%

80%

A

Q6.1

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

TEST QUESTION 6: VACCINATION COVERAGE

Vaccination Coverage

What percentage of the world’s one-year old children is vaccinated against measles?

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Almost doubled

Remained more or less the same

Almost halved

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Extreme Poverty Rate Trend

In the last 20 years the proportion of the World population living in extreme poverty has...

Q7.1

TEST QUESTION 7: EXTREME POVERTY RATE TREND

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More than doubled

Remained about the same

Decreased to less than half

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Disasters Deaths Trend

How did the number of deaths per year from natural disasters change over the last hundred years?

Q8.1

TEST QUESTION 8: DISASTERS DEATHS TREND

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4.5

3.5

2.5

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Q9.1

TEST QUESTION 9: BABIES PER WOMAN

Babies per woman

In 1965, the number of babies born per woman in the world, on average, was 5.

What do you think the number is today?

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How many children will there be in 2100?

Billion Children

0

1950

2000

2050

2100

4

2

3

1

4 billion

3 billion

2 billion

A

B

In 1950 there were fewer than one billion children (aged 0-14) in the world. By 2000 there were almost two billion. How many do UN experts think there will be in 2100?

TEST QUESTION 1: FUTURE NUMBER OF CHILDREN

Q1.1

?

www.gapminder.org/teach

Version: 13

Free teaching material for a fact-based worldview

Source: http://esa.un.org/unpd/wpp/unpp/panel_indicators.htm

A

B

C

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B

3 billion

A

4 billion

2 billion

A

B

C

How many children will there be in 2100?

ANSWERS

TEST QUESTION 1: FUTURE NUMBER OF CHILDREN

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Where do people live?

There are 7 billion people in the world today. Of the maps below, which one do you think shows best where they live in the Americas, Europe, Africa and Asia?

TEST QUESTION 2: WHERE PEOPLE LIVE

Q2.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

B

A

B

A

C

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B

A

B

C

Where do people live? — ANSWERS

TEST QUESTION 2: WHERE PEOPLE LIVE

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What is the average life expectancy at birth in the world today?

50 years

60 years

70 years

A

TEST QUESTION 3: WORLD LIFE EXPECTANCY

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

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Source: http://esa.un.org/unpd/wpp/unpp/panel_indicators.htm

TEST QUESTION 3: WORLD LIFE EXPECTANCY

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

50 years

60 years

70 years

A

A

A

B

A

C

What is the average life expectancy at birth in the world today?ANSWERS

Q3.1

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What percentage of adults in the world today are literate — can read and write?

80%

60%

40%

A

TEST QUESTION 4: WORLD LITERACY

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

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What percentage of adults in the world today are literate — can read and write?

ANSWERS

80%

60%

40%

A

Q3.1

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

TEST QUESTION 4: WORLD LITERACY

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Women’s schooling

3 years

5 years

7 years

A

Q3.1

?

www.gapminder.org/teach

Version: 5

Free teaching material for a fact-based worldview

A

A

B

A

C

Women aged 30 spent how many years in school?

(Men of same age spent 8 years)�

TEST QUESTION 5: WOMEN’S SHOOLING

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TEST QUESTION 5: WOMEN’S SHOOLING

Q5.1

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

3 years

5 years

7 years

A

A

A

B

A

C

Women’s schooling

Women aged 30 spent how many years in school?

(Men of same age spent 8 years)�ANSWERS

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20%

50%

80%

A

Q6.1

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

TEST QUESTION 6: VACCINATION COVERAGE

Vaccination Coverage

What percentage of the world’s one-year old children is vaccinated against measles?

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Q6.1

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

Vaccination Coverage — ANSWERS

20%

50%

80%

A

A

A

B

A

C

TEST QUESTION 6: VACCINATION COVERAGE

What percentage of the world’s one-year old children is vaccinated against measles?

ANSWERS

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Almost doubled

Remained more or less the same

Almost halved

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Extreme Poverty Rate Trend

In the last 20 years the proportion of the World population living in extreme poverty has...

Q7.1

TEST QUESTION 7: EXTREME POVERTY RATE TREND

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Q7.1

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

A

B

A

C

TEST QUESTION 7: EXTREME POVERTY RATE TREND

Almost doubled

Remained more

or less the same

Almost halved

Extreme Poverty Rate Trend — ANSWERS

In the last 20 years the proportion of the World population living in extreme poverty has...

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More than doubled

Remained about the same

Decreased to less than half

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Disasters Deaths Trend

How did the number of deaths per year from natural disasters change over the last hundred years?

Q8.1

TEST QUESTION 8: DISASTERS DEATHS TREND

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Q7.1

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

A

B

A

C

TEST QUESTION 7: EXTREME POVERTY RATE TREND

More than doubled

Remained about the same

Decreased to less than half

Extreme Poverty Rate Trend — ANSWERS

In the last 20 years the proportion of the World population living in extreme poverty has...

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4.5

3.5

2.5

A

?

www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

B

A

C

Q9.1

TEST QUESTION 9: BABIES PER WOMAN

Babies per woman

In 1965, the number of babies born per woman in the world, on average, was 5.

What do you think the number is today?

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www.gapminder.org/teach

Version: 1

Free teaching material for a fact-based worldview

A

A

A

B

A

C

4.5

3.5

2.5

Babies per woman — ANSWERS

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Rural Accessibility Mapping

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@stvno

85 000 POIs

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@stvno

300k road segments

190k km (x5 around Earth)

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@stvno

220 000 villages

20 000

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@stvno

85 000 POIs

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@stvno

. . . . . . . . . . . . . . . . . . . . _ . . . . . ⋅ . . .

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https://github.com/opentraffic

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https://github.com/conveyal/analyst-server

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nightlights.io

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nightlights.io

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?

Foto aqui

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HYPERSPECTRAL IMAGES

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HYPERSPECTRAL IMAGES

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khartoum_sudan

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khartoum_sudan

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?

Foto aqui

Welcome to the Real World

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Climate change

Mitigation.

Adaptation.

Raising temperatures

More extreme events

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?

Foto aqui

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AIDS

~1920 Kinshasa

1966 Haiti, USA

1982 blood contamination

1985 CDC Plan. Blood tests.

1987 First AZT treatment.

“there are certain areas which, when the goals of science collide with moral and ethical judgment, science has to take a timeout” CDC director James Jason

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EXACTAMENTE = 0 grados

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Ozone

1922 Thomas Midgley Jr. � invents CFC

1973 First scientific evidence

1974 Nature article (´94 Nobel) � Supersonic flights report.

1975 DuPont: “a science fiction tale...a load of rubbish...utter nonsense"

1976 US, Canada, Sweden, Denmark and Norway consider ban

1978 US banned CFC based aerosol sprays

1979 Freon patent expires.

1985 Media gets “Antarctic hole”. Vienna convention. 20 nations, industry. Full phase-out

1987 Montreal Protocol.

Kofi Annan: "the single most successful international agreement”

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If you are an academic

  • Mud on your toes.�
  • Seek borders, cross boundaries
  • What you built > talking points on your curriculum.
  • Be humble, Knowledge is less transferable than skills.
  • Being critical ≠ being productive.
  • Disagreeing is often the lazy excuse.
  • Learn to listen.
  • Avoid paternalism.
  • Push less, pull more.