April 16, 2003 Visualizing high-dimensional data

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421010008,421010010
NOT 421010008,421010010
log(POPPSQMI)
sqrt(PCTFEMHE)
log(PCI)
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421010008,421010010
NOT 421010008,421010010
sqrt(PCTFEMHE)
log(POPPSQMI)
PCT0.19
log(PCI)
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city
NOT city
PCTMGPR
PCTTECHS
sqrt(PCTNFHHS)
PCTBLT40
AVGHHSZ
PCTMCFAM
PCTUNIT1
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–
log(POPPSQMI)
−3.3
−1.4
−0.8
−0.15
0.25
0.5
0.77
1.1
2
log(PCTVACNT + 1)
AVGHHSZ
sqrt(PCTNFHHS)
2
sqrt(PHI0.10)
log(PCTFARME + 1)
PCTMGPR
1
PCTOWNER
PHI25.35
sqrt(PHI50.75)
log(PCTASIAN
+ 1)
PHI15.25
sqrt(PCTHSCH1)
PHI35.50
h2
PCTTECHS
log(MEDFAMIN)
MEDYRBLT
™
0
PCT18.24
sqrt(PCTSERV)
PCT65.74
−1
log(PCTBLT85 + 1)
PCTUNIT1
log(PCTUNIT5 + 1)
−2
PCTMCFAM
−4
−3
−2
−1
0
¥£¢¤¡
¢¦¦
ª©¨§
¥
Ǭ
¢­ ¬
ª¨ ® §
¥¨ ¯
°±
°°
´²³
µ
h1
1
2
3
¥¸
Ǭ
¢­ ¬
ª¨ ® §
¨
º¹¯
½:¼»
¥ ¾¾¾
¹­ ®
¦
ª ®§
¿À
£Âª §Á
¢¦
ª¦ §¨
¶·
−5
0
Ã
h2
5
10
2.7
−15
300
frame[["POPPSQMI"]]
−10
2,400
−5
0
h1
6,000
5
50,000
10
Axes of PCA projection
2.7
300
2,400
6,000
50,000
10
sqrt(PCTNFHHS)
log(PCTUNIT5 + 1)
log(POPPSQMI)
PCTMGPR
PCTTECHS
PCTFEMAL
sqrt(PCT75.84)
log(PCTBLACK + 1)
sqrt(PCTFEMHE)
5
sqrt(PCTFEMHC)
PCTBLT40
log(PCTCOLL4
+ 1)
sqrt(PCTCOLL3)
log(PCTASIAN + 1)
PCT18.24
PCT65.74
I(−1/sqrt(PCTGQ + 1))
MEDAGE
log(PCTHISP
+ 1)
PCT25.34
PCTCOLL1
log(PCI)
log(AVGFAMI2)
MEDRENT
log(AVGFAMI3)
sqrt(AVGFAMI0)
log(AVGFAMI1)
log(MEDHVAL)
log(MEDFAMIN)
log(PHI75.99 + 1)
sqrt(PHI0.10)
PCT60.64
PCTCOLL2
h2
sqrt(PCTSERV) log(PCTAMIND + 1)
PHI10.15
log(PCTVACNT
+ 1)
log(PCTUNEMP
+ 1)
log(PCTUNEMF + 1)
sqrt(PHI50.75)
log(MEDHHINC)
PCT55.59
0
PHI15.25
sqrt(PCTHSCH1)
PCT35.44
PHI35.50
PCT45.54
PCTMCFAM
MEDYRBLT
log(PCTBLT85 + 1)
sqrt(PCTELEM)
PHI25.35
PCT0.4
−5
PCTOWNER
PCTUNIT1
PCTMCWCH
PCT5.9
PCTHSCH2log(PCTFARME
PCT14.17 + 1)
PCT10.13
AVGHHSZ
−15
−10
−5
0
h1
5
10
comedy
history
romance
tragedy
MIDSUMMER NIGHT
ROMEO AND JULIET
COMEDY OF ERRORS
FirstPerson
TEMPEST
TAMING OF THE SHREW
Motion
SpaceInterval
MERCHANT OF VENICE
AS YOU LIKE IT
CueReasoning
ThinkPositive
TWO GENTLEMEN OF VERONA
1 KING HENRY IV
InnerThinkingOTHELLO
CueAttention
Ä
TWELFTH NIGHT
WordPicture
WINTERS TALE
JULIUS CAESAR
2 KING HENRY IV
KING LEAR
3 KING HENRY VI
HAMLET
CueActivity
TIMON OF ATHENS
LOVES LABOURS LOST
KING RICHARD II
KING JOHN
TITUS ANDRONICUS
ThinkNegative
CYMBELINE
MACBETH
KING RICHARD III
ANTONY AND CLEOPATRA
MUCH ADO ABOUT NOTHING
PERICLES
2 KING
1 KING HENRY
VI HENRY VI
ALLS WELL THAT ENDS WELL
MEASURE FOR MEASURE
ThinkBack
LinearGuides
KING HENRY V
KING HENRY VIII
CORIOLANUS
CueSocialTies
comedy
history
romance
tragedy
Motion
OTHELLO
WINTERS TALE
CueReasoning
ROMEO AND JULIET
TEMPEST
LinearGuides
PERICLES
MUCH ADO ABOUT NOTHING
PastEvents
MACBETH
ANTONY AND CLEOPATRA
TIMON OF ATHENS
TWELFTH NIGHT
TITUS ANDRONICUS
ThinkPositive
TWO GENTLEMEN OF VERONA
AS YOU LIKE IT
KING LEAR
WordPicture
CYMBELINE
HAMLET
CueEmphasis
LOVES LABOURS LOST
CORIOLANUS
MIDSUMMER NIGHT
COMEDY OF ERRORS
TAMING OF THE SHREW
CueAttention
MERCHANTALLS
OF VENICE
WELL THAT ENDS WELL
TimeInterval
ThinkNegative
Å
MEASURE FOR MEASURE
JULIUS CAESAR
CueActivity
KING HENRY VIII
ShiftingEvents
ThinkAhead
2 KING HENRY VI
SpaceInterval
V
KING HENRY
VI
2 KING HENRY IVKING3HENRY
FirstPerson
KING JOHN
1 KING HENRY IV
CueSocialTies
KING RICHARD III
1 KING HENRY VI
KING RICHARD II
ThinkBack
InnerThinking
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