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Nov 2019
@sandimetz
Lucky
You
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@sandimetz Nov 2019
You
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@sandimetz Nov 2019
You
Lucky?
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@sandimetz Nov 2019
https://youtu.be/GZPXtfXOC_A
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@sandimetz Nov 2019
https://youtu.be/GZPXtfXOC_A
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Pay Attention
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@sandimetz Nov 2019
Be Open
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@sandimetz Nov 2019
Expect
to be
Lucky
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@sandimetz Nov 2019
Assume
You
Were
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@sandimetz Nov 2019
Pay Attention
Be Open
Expect to be Lucky
Assume You Were
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@sandimetz Nov 2019
You
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@sandimetz Nov 2019
You
Can Make
Your Own Luck
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@sandimetz Nov 2019
2017
US Bureau of Labor and Statistics
Computer Programmer-ish Jobs
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2017
US Bureau of Labor and Statistics
2.3 million
Computer Programmer-ish Jobs
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@sandimetz Nov 2019
2017 Median Annual Wage
Programmers
$85,000
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@sandimetz Nov 2019
2018 Median Annual Wage
Programmers
$93,000
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2018 Median Annual Wage
Programmers Everyone Else
$31,000
$93,000
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2017
US Bureau of Labor and Statistics
Gender
Computer Programmer-ish Jobs
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2017 Computer Programmer-ish Jobs
All
2,313,452
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2017 Computer Programmer-ish Jobs
Male Female
598,449
1,715,003
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2017 Computer Programmer-ish Jobs
Male Female Non-Binary
9,022
596,115
1,708,314
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@sandimetz Nov 2019
2017 Computer Programmer-ish Jobs
25%
50%
75%
100%
Male Female Non-binary
0.4%
25.8%
73.8%
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2019 RubyConf
25%
50%
75%
100%
Male Female Non-binary
1.5%
21.3%
77.2%
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@sandimetz Nov 2019
2019
Career Explorer
Ethnicity
Computer Programmers
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2019 Computer Programmer Ethnicity
0%
15%
30%
45%
60%
White
Asian
Other
Latinx
Black
Arab
Pacific...
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2019 Computer Programmer Ethnicity
0%
15%
30%
45%
60%
White
Asian
Other
Latinx
Black
Arab
Pacific...
1%
3%
6%
8%
9%
24%
49%
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@sandimetz Nov 2019
2017
US Bureau of Labor and Statistics
Income
Computer Programmer-ish Jobs
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2017 Computer Programmer-ish Jobs
Median Income
Male Female
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2017 Computer Programmer-ish Jobs
Median Income
Male Female
$87,887
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2017 Computer Programmer-ish Jobs
Median Income
Male Female
$79,253
$87,887
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2017 Computer Programmer-ish Jobs
Median Income
Male Female
90.18%
100.00%
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2017 Computer Programmer-ish Jobs
Median Income
Male Female
90.18%
100.00%
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@sandimetz Nov 2019
Income
x
Gender / Ethnicity
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@sandimetz Nov 2019
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
76.1%
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
76.1%
23.9%
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
White
Asian
Latinx
Black
Other
37.2%
11.7%
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
White
Asian
Latinx
Black
Other
55.5%
23.9%
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
White
Asian
Latinx
Black
Other
55.5%
23.9%
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
White
Asian
Latinx
Black
Other
55.5%
23.9%
Winners?
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@sandimetz Nov 2019
Percent of Total Earnings
20%
40%
60%
80%
Men Women
White
Asian
Latinx
Black
Other
55.5%
23.9%
Winners?
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@sandimetz Nov 2019
You
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@sandimetz Nov 2019
You
Arrived with
Your Demographic
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@sandimetz Nov 2019
You
Arrived with
Your Demographic
(mostly)
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@sandimetz Nov 2019
Your Neighborhood
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Your Neighborhood
Your destiny?
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@sandimetz Nov 2019
Raj Chetty
https://i.ytimg.com/vi/u2U9-Wq2ub0/maxresdefault.jpg
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Watts
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Compton
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44%
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44%
6.2%
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"Bronx Street" by psychohh https://flickr.com/photos/psychohh/6413088717 is licensed under CC BY-NC-ND
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"Whispering Boys" by JenX 67 https://flickr.com/photos/jenx67/7260454644 is licensed under CC BY-NC-ND
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"boy" by bartheq https://flickr.com/photos/bartheq/228976036 is licensed under CC BY-NC
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Your Neighborhood
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Your Neighborhood
Choose Wisely
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Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 8 Randolph Dr, Parkersburg, WV taken May 2012
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Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 8 Randolph Dr, Parkersburg, WV taken May 2012
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Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 8 Randolph Dr, Parkersburg, WV taken May 2012
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My bedroom window
Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 8 Randolph Dr, Parkersburg, WV taken May 2012
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I grew up here
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The U.S.
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The U.S.
Housing
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Buy a home,
build wealth
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Percentage of families owning homes in 2016
White Latino Black
44%
45%
72%
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@sandimetz Nov 2019
"Plowing with Mules" by jwinfred https://flickr.com/photos/jimmysmith/135586643 is licensed under CC BY-NC-ND
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Redlining
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Home Owners Loan Corp (HOLC)
1937
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A2
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A2
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A2
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A2
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A2
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A2
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A2
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A2
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A2
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A2
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D6
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D6
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D6
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D6
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D6
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D6
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D6
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D6
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D6
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D6
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D6
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2019 Durham Income
1937 HOLC "grading" zones
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Lower-middle Middle-upper
A. Best 15% 85%
2019 Durham Income
1937 HOLC "grading" zones
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Lower-middle Middle-upper
A. Best 15% 85%
B. Desireable 30% 70%
2019 Durham Income
1937 HOLC "grading" zones
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Lower-middle Middle-upper
A. Best 15% 85%
B. Desireable 30% 70%
C. Declining 61% 39%
2019 Durham Income
1937 HOLC "grading" zones
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Lower-middle Middle-upper
A. Best 15% 85%
B. Desireable 30% 70%
C. Declining 61% 39%
D. Hazardous 100% 0%
2019 Durham Income
1937 HOLC "grading" zones
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2019 Durham Race
1937 HOLC "grading" zones
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White “Minority”
A. Best 85% 15%
2019 Durham Race
1937 HOLC "grading" zones
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White “Minority”
A. Best 85% 15%
B. Desireable 72% 28%
2019 Durham Race
1937 HOLC "grading" zones
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White “Minority”
A. Best 85% 15%
B. Desireable 72% 28%
C. Declining 34% 66%
2019 Durham Race
1937 HOLC "grading" zones
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White “Minority”
A. Best 85% 15%
B. Desireable 72% 28%
C. Declining 34% 66%
D. Hazardous 0% 100%
2019 Durham Race
1937 HOLC "grading" zones
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The U.S.
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The U.S.
My Houses
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1980
1
Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 3225 Affirmed Court, Tallahassee, Fl taken May 2011
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2
1987 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 1510 Hilltop Dr, Tallahassee, Fl taken April 2013
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3
1991 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 302 Monmouth Ave, Durham, NC take Aug 2014
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4
1996 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 181 Hall Ave, Grand Junction, CO, taken Jul 2012
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5
1999 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 5616 Welkin Ct, Durham, NC taken Feb 2016
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6
2005 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 150 Solterra Way, Durham, NC taken Aug 2007
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6
2005 Google, "Streetview," digital images, Google Maps (http://maps.google.com),
photograph of 150 Solterra Way, Durham, NC taken Aug 2007
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6
2005
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6
2007
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The U.S.
Opportunity
For All ?
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Neoliberalism
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@sandimetz Nov 2019
Neoliberalism
a modified form of liberalism
tending to favor
free-market capitalism
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@sandimetz Nov 2019
Carter
Reagan
Clinton
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US Department of Labor
[CC BY 2.0 (https://creativecommons.org/licenses/by/2.0)]
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US Department of Labor
[CC BY 2.0 (https://creativecommons.org/licenses/by/2.0)]
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School
Funding
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Minimum
Wage
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Last time I made minimum wage
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Last time I made minimum wage
$10.80 today's $
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Last time I made minimum wage
$10.80 today's $
$12.15 my living wage
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Last time I made minimum wage
$10.80 today's $
$12.15 my living wage
$ 7.25 current MW
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Health
Care
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US Average 8.9%
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US Average 8.9%
66.5% of all bankruptcies
are tied to medical issues
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Student Loan
Debt
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The U.S.
Opportunity
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The U.S.
Opportunity
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The U.S.
For Some
Opportunity
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Winners
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Winners
?
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"" by stweedy https://flickr.com/photos/tweedyson/7977703357 is licensed under CC BY-NC-ND
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"Mr Fox surprises the chicken" by Larry and Laura https://flickr.com/photos/lcummings/4406682302 is licensed under CC BY-NC-ND
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What you refuse to resist
makes you just as complicit as
what you actively work to stop.
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Complicity
What you refuse to resist
makes you just as complicit as
what you actively work to stop.
- Chiara Cordelli, University of Chicago
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@sandimetz Nov 2019
“ . . . citizens of a democracy are collectively
responsible for what their society allows;
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@sandimetz Nov 2019
“ . . . citizens of a democracy are collectively
responsible for what their society allows;
they have a special duty towards those it
systematically fails,
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@sandimetz Nov 2019
“ . . . citizens of a democracy are collectively
responsible for what their society allows;
they have a special duty towards those it
systematically fails,
and this burden falls most heavily on
those most amply rewarded . . .”
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@sandimetz Nov 2019
“ . . . citizens of a democracy are collectively
responsible for what their society allows;
they have a special duty towards those it
systematically fails,
and this burden falls most heavily on
those most amply rewarded . . .”
-Chiala Cordelli, Assistant Professor of Political Science, University of Chicago
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
public, democratic,
universal, and institutional.”
- Anand Giridharadas, Stay Tuned with Preet
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
public, democratic,
universal, and institutional.”
- Anand Giridharadas, Stay Tuned with Preet
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
public, democratic,
universal, and institutional.”
- Anand Giridharadas, Stay Tuned with Preet
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
public, democratic,
universal, and institutional.”
- Anand Giridharadas, Stay Tuned with Preet
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@sandimetz Nov 2019
“Decide what social problem
pisses you off most,
and then pursue a solution that is
public, democratic,
universal, and institutional.”
- Anand Giridharadas, Stay Tuned with Preet
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@sandimetz
Thanks
Nov 2019
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@sandimetz Nov 2019
Special Thanks to
Julia Trimmer
for research,
organization and
rant support.
@jrtrimmer
[email protected]
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@sandimetz
References
Nov 2019
Wiseman, Richard, 2003, "The Luck Factor", http://richardwiseman.com/resources/The_Luck_Factor.pdf
US Department of Labor, Employment and Earnings by Occupation 2017, https://www.dol.gov/wb/
occupations_interactive_txt.htm
Computer Programmer Demographics in the United States, Career Explorer, https://www.careerexplorer.com/careers/
computer-programmer/demographics/
Chetty, Raj & John N. Friedman & Nathaniel Hendren & Maggie R. Jones & Sonya R. Porter, 2018. "The Opportunity Atlas:
Mapping the Childhood Roots of Social Mobility," Working Papers 18-42, Center for Economic Studies, U.S. Census Bureau.
The Opportunity Atlas, https://www.opportunityatlas.org/
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@sandimetz
References
Nov 2019
Mapping Inequality: How Redlining Is Still Affecting Inner Cities, https://www.wunc.org/post/mapping-inequality-how-
redlining-still-affecting-inner-cities
Mapping Inequality, Redlining in New Deal America, https://dsl.richmond.edu/panorama/redlining/#loc=5/39.1/-94.58
HOCL Maps Analysis, National Community Reinvestment Coalition (NCRC), https://www.arcgis.com/apps/MapJournal/
index.html?appid=26f9e05dc193413b9738ce6d89da95f5
1937 Home Owners Loan Corporation Area Descriptions for Durham, North Carolina https://s3.amazonaws.com/holc/tiles/
NC/Durham/1937/ads.zip via https://dsl.richmond.edu/panorama/redlining/#loc=13/36/-78.926&city=durham-
nc&text=downloads
Szto, Mary, “Real Estate Agents as Agents of Social Change: Redlining, Reverse Redlining, and Greenlining”, 2013, https://
digitalcommons.law.seattleu.edu/cgi/viewcontent.cgi?article=1722&context=sjsj
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@sandimetz
References
Nov 2019
Boushey, Heather, 2019, "Unbound: How Inequality Constricts Our Economy and What We Can Do about It"
Desmond, Matthew, 2017, "Evicted: Poverty and Profit in the American City"
Giridharadas, Anand, 2018, "Winners Take All, The Elite Charade of Changing the World"
Gladstone, Brook, "The Scarlet E, Unmasking America's Eviction Crisis", On the Media, https://www.wnycstudios.org/
podcasts/otm/scarlet-e-unmasking-americas-eviction-crisis
Ingraham, Christopher, 2019, "Wealth concentration returning to ‘levels last seen during the Roaring Twenties,’ according to
new research", https://www.washingtonpost.com/us-policy/2019/02/08/wealth-concentration-returning-levels-last-seen-
during-roaring-twenties-according-new-research/
Kiel, Paul, 2019, “IRS:Sorry, but It’s Just Easier and Cheaper to Audit the Poor”, https://www.propublica.org/article/irs-
sorry-but-its-just-easier-and-cheaper-to-audit-the-poor
Kuttner, Robert 2019, "Neoliberalism: Political Success, Economic Failure", https://prospect.org/economy/neoliberalism-
political-success-economic-failure/
New York Times, 2019, "1619 Project", https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-
slavery.html
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http://99bottlesbook.com
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http://99bottlesbook.com
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