presentation on people clustering

PsyFing®, a Machine Learning Research Project

Presents

Clustering of People

Using Wikipedia People Dataset (n = 59,071)

barack hussein obama ii brk husen bm born august 4 1961 is the 44th and current president of the united states

and the first african american to hold the office born in honolulu hawaii obama is a graduate of columbia

university and harvard law school where he served as president of the harvard law review he was a community

organizer in chicago before earning his law degree he worked as a civil rights attorney and taught

constitutional law at the university of chicago law school from 1992 to 2004 he served three terms representing

the 13th district in the illinois senate from 1997 to 2004 running unsuccessfully for the united states house

of representatives in 2000in 2004 obama received national attention during his campaign to represent illinois

in the united states senate with his victory in the march democratic party primary his keynote address at the

democratic national convention in july and his election to the senate in november he began his presidential

campaign in 2007 and after a close primary campaign against hillary rodham clinton in 2008 he won sufficient

delegates in the democratic party primaries to receive the presidential nomination he then defeated republican

nominee john mccain in the general election and was inaugurated as president on january 20 2009 nine months

after his election obama was named the 2009 nobel peace prize laureateduring his first two years in office

obama signed into law economic stimulus legislation in response to the great recession in the form of the

american recovery and reinvestment act of 2009 and the tax relief unemployment insurance reauthorization and

job creation act of 2010 other major domestic initiatives in his first term included the patient protection and

affordable care act often referred to as obamacare the doddfrank wall street reform and consumer protection act

and the dont ask dont tell repeal act of 2010 in foreign policy obama ended us military involvement in the iraq

war increased us troop levels in afghanistan signed the new start arms control treaty with russia ordered us

military involvement in libya and ordered the military operation that resulted in the death of osama bin laden

in january 2011 the republicans regained control of the house of representatives as the democratic party lost a

total of 63 seats and after a lengthy debate over federal spending and whether or not to raise the nations debt

limit obama signed the budget control act of 2011 and the american taxpayer relief act of 2012obama was

reelected president in november 2012 defeating republican nominee mitt romney and was sworn in for a second

term on january 20 2013 during his second term obama has promoted domestic policies related to gun control in

response to the sandy hook elementary school shooting and has called for full equality for lgbt americans while

his administration has filed briefs which urged the supreme court to strike down the defense of marriage act of

1996 and californias proposition 8 as unconstitutional in foreign policy obama ordered us military involvement

in iraq in response to gains made by the islamic state in iraq after the 2011 withdrawal from iraq continued

the process of ending us combat operations in afghanistan and has sought to normalize us relations with cuba

There are 59,070 more profiles like this …………

Using PsyFing® grouped them into 25 clusters…………

Cl# 59071 100% Cl# 59071 100%

1 1686 3% 14 2647 4%

2 3929 7% 15 2421 4%

3 1886 3% 16 5236 9%

4 1525 3% 17 916 2%

5 2680 5% 18 1526 3%

6 2403 4% 19 6260 11%

7 1230 2% 20 2324 4%

8 3137 5% 21 664 1%

9 1469 2% 22 2099 4%

10 3009 5% 23 4461 8%

11 1510 3% 24 608 1%

12 1111 2% 25 2190 4%

13 2144 4%

Cluster #1 of

President Obama,

where he belongs

most

Cl# 59071 100% Profile Cl# 59071 100% Profile

1 1686 3% European Footballers 14 2647 4% Retired

2 3929 7% Journalist/TV/Radio 15 2421 4% Female Professionals

3 1886 3% Musicians - Hip Hop 16 5236 9% Performing artists - Film/TV

4 1525 3% Baseball Players 17 916 2% Female Politicians

5 2680 5% Musicians - Rock, Jazz 18 1526 3% Athletes

6 2403 4% Basketball/American Football 19 6260 11% Scientists/Doctors

7 1230 2% Golf 20 2324 4% Non-American Politicians

8 3137 5% Diplomats/Lawyers 21 664 1% Horse Racing/Wrestling

9 1469 2% Former Footballer 22 2099 4% Musicians

10 3009 5% Non-American Politicians in Govt 23 4461 8% Visual Artists

11 1510 3% Racing - car/bike 24 608 1% Rugby Players

12 1111 2% Australian Rule Football 25 2190 4% Musicians

13 2144 4% American Politicians

Cluster #1 of

President Obama,

where he belongs

most

Well, that’s as

expected. Nothing

new……… Let’s see where’s

#2 and #3 and so on

Cl# 59071 100% Profile Cl# 59071 100% Profile

1 1686 3% European Footballers 14 2647 4% Retired

2 3929 7% Journalist/TV/Radio 15 2421 4% Female Professionals

3 1886 3% Musicians - Hip Hop 16 5236 9% Performing artists - Film/TV

4 1525 3% Baseball Players 17 916 2% Female Politicians

5 2680 5% Musicians - Rock, Jazz 18 1526 3% Athletes

6 2403 4% Basketball/American Football 19 6260 11% Scientists/Doctors

7 1230 2% Golf 20 2324 4% Non-American Politicians

8 3137 5% Diplomats/Lawyers 21 664 1% Horse Racing/Wrestling

9 1469 2% Former Footballer 22 2099 4% Musicians

10 3009 5% Non-American Politicians in Govt 23 4461 8% Visual Artists

11 1510 3% Racing - car/bike 24 608 1% Rugby Players

12 1111 2% Australian Rule Football 25 2190 4% Musicians

13 2144 4% American Politicians

#2

#3

#4#5

Makes sense?

13 American Politicians 1

20 Non-American Politicians 2

10 Non-American Politicians in Govt 3

17 Female Politicians 4

8 Diplomats/Lawyers 5

14 Retired 6

7 Golf 7

15 Female Professionals 8

19 Scientists/Doctors 9

2 Journalist/TV/Radio 10

6 Basketball/American Football 11

21 Horse Racing/Wrestling 12

4 Baseball Players 13

24 Rugby Players 14

1 European Footballers 15

11 Racing - car/bike 16

9 Former Footballer 17

5 Musicians - Rock, Jazz 18

18 Athletes 19

12 Australian Rule Football 20

23 Visual Artists 21

16 Performing artists - Film/TV 22

3 Musicians - Hip Hop 23

25 Musicians 24

22 Musicians - Singers 25

Cluster Membership of President Obama:

1=Belongs Most, 25=Belongs Least

Isn’t it a decent

Profile Vector for

the POTUS?

A very different

person!


25 Musicians 2



23 Visual Artists 5






7 Golf 11

14 Retired 12

18 Athletes 13

24 Rugby Players 14












Cluster Membership of Soumitra

Chattopadhay:


soumitra chatterjee or soumitra chattopadhyay shoumitro chopaddhae born 19 january 1935 is an indian film and

stage actor and a poet he is best known for his collaborations with film director satyajit ray with whom he

worked in fourteen films and his constant comparison with the bengali cinema screen idol uttam kumar his

contemporary leading man of the 1960s and 1970sstarting with his debut film apur sansar the world of apu 1959

the third part of apu trilogy he went on to work in several notable films with ray including abhijan the

expedition 1962 charulata the lonely wife 1964 aranyer din ratri days and nights in the forest 1969 ashani

sanket distant thunder 1973 sonar kella the fortress 1974 joi baba felunath the elephant god 1978 gharebaire

the home and the world 1984 and ganashatru enemy of the people 1989 meanwhile he also worked with other noted

directors of bengali cinema with mrinal sen in akash kusum up in the clouds 1965 tapan sinha in kshudista

pashan hungry stones 1960 jhinder bandi 1961 asit sen in swaralipi 1961 ajoy kar in saat pake bandha 1963

parineeta 1969 and tarun mazumdar in sansar simante 1975 and ganadevata 1978he was awarded the padma bhushan by

the government of india in 2004 in 2012 he received the dadasaheb phalke award indias highest award in cinema

given by the government of india for lifetime achievement he has won two national film awards as an actor and

as an actor in bengali theatre he received the sangeet natak akademi award in 1998 given by the sangeet natak

akademi indias national academy of music dance and drama in 2014 he received the introductory filmfare awards

east for best male actor critics for his role in rupkatha noy

Another very different

person!







24 Rugby Players 7

18 Athletes 8

7 Golf 9






14 Retired 15

25 Musicians 16










Cluster Membership of Blake Feese:


blake feese born february 8 1982 in saybrook illinois is a second generation american racecar driver previously

he had won races in arca and usac before running the nascar busch series on a parttime schedule with hendrick

motorsports in 2005 as part of their driver development program before he was releasedfeese began racing at the

age of ten in quarter midgets where he won his first two starts moving up to minisprints two years later he won

the 600cc track championship at jacksonville raceway in the minisprint division in 1998 before moving up to

main sprint cars where he won once and was named rookie of the yearin 2000 he drove in the international racing

association winning three races in 2001 he competed in his first world of outlaws race at bristol motor

speedway finishing ninth later he won a woo sanctioned event at knoxville raceway then won again at the allstar

sprint at eldora speedway the following seasonlate in the season he met nascar winner jimmy spencer who would

help feese get a nascar driving contractafter going through 2003 without a major ride feese met rick hendrick

and signed to drive two races for him that season in the arca series in his second start at nashville

superspeedway feese qualified 3rd and won the race after posting two more toptens that season he won his second

career arca race at talladega superspeedway he made his busch series debut at kentucky speedway in the 87

ditech chevrolet monte carlo for nemco motorsports starting sixteenth but finishing 41st after an early crash

after running two more races for nemco he finished the year running the 00 chevy for haas cnc racing posting

his best finish of the year a 25th at the aarons 312in 2005 feese moved up to the busch series to share the 5

lowes chevy with fellow hendrick development driver boston reid feese struggled during the season however his

best finish being a 23rd at atlanta out of six starts he also made his craftsman truck series debut at kentucky

for billy ballew motorsports starting 30th and finishing 15that the end of 2005 feese was released from his

contract at hendrick he currently races sprint cars in indiana and will return to stock cars in 2007 running a

limited arca and busch series schedule with sadler brothers racingblake feese made his competitive return to

nascar racing on august 1 2009 in the 15 truck for billy ballew motorsports he started 18th and finished 12th

in the phoenix construction toyota

A Musician......


25 Musicians 2




7 Golf 6




14 Retired 10


24 Rugby Players 12







18 Athletes 19







Cluster Membership of Keith Howland:


keith howland born august 14 1964 in silver spring maryland is an american guitarist and singer since 1995 he

has been the lead guitarist for the veteran poprock band chicagohowland started playing the guitar at the age

of seven and he played in a number of bands during his school years he attended high school in richmond

virginia and graduated from james madison university in 1986 with a degree in communications in 1987 keith

moved to los angeles and took a job with andy brauer studio rentals which helped him to make invaluable

contacts in the music industry he also continued playing as much as possible including a 1993 summer tour with

rick springfieldin 1995 chicago was looking for a new lead guitarist following the departure of dawayne bailey

howland was a longtime fan of the band and of their cofounding guitarist terry kath howland appeared uninvited

at the auditions and attained a chance meeting with the bands bassist jason scheff he performed a lastminute

audition and was offered the job on the same dayhowland has also pursued projects outside the band including

projects he has done with chicagos drummer tris imboden their collaborative effort is known as the

howlandimboden project releasing two albums the sound can be described as allinstrumental jazzrockfusion the

eponymous the howlandimboden project is a studio album and live at the baked potato is a live recordingin

november 2007 keith released an album titled kecraig this album started as a jam session in november 2007 with

his brother craighis latest solo project is a collaboration with former chicago keyboardist guitarist and

vocalist bill champlin on champlins 2008 solo album no place left to fall

Then we did some more clustering...............

Looks like there’re 3 kinds of people..........

SportsLiterary

Creative

Politician

Diplomat

Scientist

..... in a continuum .....

Physical to Non-Physical

Spontaneous to Rational/Objective

..... with Creativity in between .....

ultimately

SportsLiterary

Creative

Politician

Diplomat

ScientistAthletes

European Footballers

Former Footballer

Australian Rule Football

Rugby Players

Baseball Players

Basketball/American Football

Golf

Horse Racing/Wrestling

Racing - car/bike

Retired

Musicians

Musicians - Hip Hop

Musicians - Rock, Jazz

Musicians - Singers

Performing artists - Film/TV

Visual Artists

Journalist/TV/Radio

Female Professionals

American Politicians

Non-American Politicians in Govt

Non-American Politicians

Female Politicians

Diplomats/Lawyers

Scientists/Doctors

That was PsyFing® Text Analytics at work...

presentation on people clustering

Data & Analytics