1 Aula - Dados Em Excel

download 1 Aula - Dados Em Excel

of 19

Transcript of 1 Aula - Dados Em Excel

  • 7/14/2019 1 Aula - Dados Em Excel

    1/19

    Homens (em permilagem)

    G.Etrio1970

    1971

    1972

    1973

    1974

    1975

    1976

    1977

    1978

    1979

    1980

    1981

    1982

    1983

    1984

    1985

    1986

    1987

    1988

    0-420.

    2

    17.

    0

    12.

    3

    14.

    4

    11.

    4

    13.

    1

    12.

    4

    11.

    0

    9.

    6

    8.

    3

    6.

    7

    4.

    8

    5.

    7

    5.

    8

    7.

    8

    5.

    5

    7.

    7

    5.

    0

    6.

    0

    5-90.

    7

    0.

    7

    0.

    9

    0.

    5

    0.

    9

    0.

    5

    0.

    5

    0.

    5

    0.

    5

    0.

    5

    0.

    2

    0.

    4

    0.

    5

    0.

    2

    0.

    7

    0.

    4

    0.

    7

    0.

    6

    0.

    5

    10-140.

    5

    0.

    6

    0.

    7

    0.

    6

    0.

    6

    0.

    6

    0.

    7

    0.

    5

    0.

    7

    0.

    5

    0.

    6

    0.

    5

    0.

    7

    0.

    6

    0.

    4

    0.

    3

    0.

    7

    0.

    6

    0.

    2

    15-190.

    5

    0.

    7

    0.

    7

    0.

    5

    0.

    6

    0.

    5

    0.

    7

    0.

    5

    0.

    7

    0.

    5

    0.

    6

    0.

    4

    0.

    6

    1.

    0

    0.

    8

    0.

    5

    0.

    7

    0.

    6

    1.

    0

    20-240.

    7

    1.

    1

    0.

    8

    0.

    6

    0.

    9

    1.

    1

    0.

    9

    0.

    6

    0.

    9

    0.

    8

    0.

    7

    1.

    1

    0.

    9

    1.

    6

    1.

    0

    1.

    1

    1.

    0

    1.

    2

    1.

    4

    25-291.

    0

    1.

    4

    1.

    0

    0.

    8

    1.

    1

    1.

    3

    1.

    1

    0.

    8

    1.

    0

    0.

    8

    0.

    8

    1.

    2

    1.

    0

    1.

    1

    1.

    2

    0.

    8

    1.

    4

    1.

    3

    1.

    3

    30-342.

    1

    2.

    2

    2.

    0

    1.

    7

    1.

    9

    1.

    4

    1.

    4

    1.

    4

    1.

    3

    1.

    0

    1.

    2

    1.

    3

    1.

    5

    1.

    6

    1.

    6

    1.

    3

    1.

    4

    1.

    8

    1.

    8

    35-392.

    1

    2.

    2

    2.

    0

    2.

    0

    2.

    2

    1.

    6

    1.

    6

    1.

    6

    1.

    6

    1.

    2

    1.

    5

    1.

    7

    1.

    9

    2.

    5

    2.

    3

    1.

    6

    2.

    9

    2.

    5

    2.

    9

    40-444.

    6

    5.

    2

    4.

    4

    4.

    3

    5.

    3

    4.

    7

    4.

    7

    4.

    7

    4.

    5

    4.

    0

    4.

    2

    4.

    1

    4.

    0

    4.

    1

    2.

    9

    3.

    3

    2.

    8

    2.

    2

    3.

    5

    45-49 4.7

    5.

    3

    4.

    5

    4.

    3

    5.

    3

    4.

    7

    4.

    7

    4.

    7

    4.

    5

    4.

    0

    4.

    3

    4.

    1

    4.

    0

    5.

    2

    5.

    8

    5.

    4

    5.

    1

    4.

    0

    4.

    3

    50-5412.

    4

    12.

    9

    11.

    4

    9.

    9

    9.

    5

    10.

    2

    11.

    6

    10.

    4

    9.

    7

    7.

    5

    8.

    6

    9.

    6

    8.

    5

    10.

    5

    10.

    6

    8.

    4

    10.

    0

    9.

    3

    10.

    1

    55-5912.

    4

    12.

    9

    11.

    5

    10.

    4

    10.

    0

    10.

    6

    12.

    1

    10.

    9

    10.

    6

    8.

    2

    9.

    4

    10.

    4

    9.

    4

    16.

    3

    16.

    3

    14.

    1

    16.

    8

    15.

    0

    14.

    0

    60-6426.

    5

    30.

    4

    27.

    8

    27.

    5

    28.

    1

    28.

    3

    29.

    8

    27.

    0

    26.

    4

    26.

    4

    25.

    1

    26.

    1

    22.

    9

    25.

    1

    23.

    8

    24.

    4

    22.

    3

    25.

    2

    22.

    4

    65-6933.

    8

    38.

    8

    35.

    5

    32.

    2

    32.

    8

    32.

    9

    34.

    7

    31.

    4

    28.

    3

    28.

    3

    27.

    0

    27.

    9

    24.

    5

    35.

    8

    33.

    3

    27.

    1

    32.

    3

    26.

    6

    32.

    0

    70+133.

    9

    154.

    2

    132.

    1

    124.

    3

    132.

    3

    124.

    1

    137.

    7

    131.

    2

    112.

    7

    114.

    8

    111.

    2

    121.

    3

    114.

    8

    99.

    9

    90.

    5

    89.

    1

    93.

    6

    92.

    7

    87.

    4

    75+

    Mulheres (em permilagem)

    G. Etrio1970

    1971

    1972

    1973

    1974

    1975

    1976

    1977

    1978

    1979

    1980

    1981

    1982

    1983

    1984

    1985

    1986

    1987

    1988

    0-422.

    9

    18.

    5

    13.

    7

    16.

    4

    12.

    7

    15.

    0

    13.

    1

    12.

    0

    10.

    5

    8.

    9

    7.

    9

    5.

    2

    6.

    6

    4.

    5

    4.

    8

    4.

    4

    4.

    2

    3.

    9

    5.

    0

    5-90.

    9

    0.

    7

    1.

    0

    0.

    6

    1.

    1

    0.

    7

    0.

    6

    0.

    6

    0.

    6

    0.

    7

    0.

    2

    0.

    5

    0.

    5

    0.

    2

    0.

    3

    0.

    2

    0.

    4

    0.

    5

    0.

    2

    10-140.

    5

    0.

    7

    0.

    8

    0.

    5

    0.

    7

    0.

    6

    0.

    7

    0.

    5

    0.

    8

    0.

    6

    0.

    7

    0.

    5

    0.

    7

    0.

    2

    0.

    1

    0.

    3

    0.

    0

    0.

    3

    0.

    4

    15-190.

    5

    0.

    6

    0.

    7

    0.

    5

    0.

    6

    0.

    6

    0.

    7

    0.

    5

    0.

    7

    0.

    5

    0.

    6

    0.

    5

    0.

    6

    0.

    3

    0.

    9

    0.

    4

    0.

    4

    0.

    2

    0.

    4

    20-24 0.

    7

    1

    .0

    0

    .7

    0

    .7

    0

    .8

    1

    .0

    0

    .8

    0

    .6

    0

    .9

    0

    .8

    0

    .8

    1

    .0

    1

    .0

    1

    .0

    0

    .7

    0

    .4

    0

    .6

    0

    .4

    0

    .9

    25-290.

    9

    1.

    3

    0.

    9

    0.

    8

    1.

    0

    1.

    2

    1.

    0

    0.

    7

    1.

    0

    0.

    8

    0.

    8

    1.

    1

    1.

    0

    0.

    4

    0.

    3

    0.

    8

    0.

    8

    0.

    5

    0.

    6

    30-342.

    0

    2.

    0

    1.

    9

    1.

    8

    1.

    8

    1.

    4

    1.

    2

    1.

    4

    1.

    1

    0.

    9

    1.

    2

    1.

    2

    1.

    4

    1.

    0

    1.

    5

    0.

    7

    0.

    5

    1.

    2

    0.

    9

    35-391.

    9

    1.

    9

    1.

    8

    1.

    9

    1.

    9

    1.

    6

    1.

    3

    1.

    5

    1.

    3

    1.

    2

    1.

    4

    1.

    4

    1.

    7

    1.

    3

    1.

    1

    1.

    3

    1.

    6

    1.

    0

    1.

    4

    40-444.

    2

    4.

    6

    4.

    0

    3.

    8

    4.

    6

    4.

    3

    4.

    0

    4.

    2

    4.

    0

    3.

    5

    4.

    1

    3.

    7

    3.

    7

    1.

    4

    1.

    9

    1.

    7

    0.

    9

    1.

    4

    2.

    0

    45-494.

    5

    4.

    9

    4.

    3

    4.

    0

    4.

    7

    4.

    4

    4.

    1

    4.

    3

    3.

    9

    3.

    4

    3.

    9

    3.

    5

    3.

    6

    2.

    2

    1.

    8

    3.

    0

    2.

    3

    2.

    2

    3.

    5

  • 7/14/2019 1 Aula - Dados Em Excel

    2/19

    50-5411.

    2

    11.

    0

    10.

    2

    8.

    7

    8.

    2

    8.

    9

    9.

    4

    8.

    8

    7.

    9

    6.

    0

    7.

    6

    7.

    7

    7.

    4

    3.

    5

    4.

    6

    3.

    3

    5.

    0

    4.

    3

    4.

    8

    55-5910.

    0

    9.

    9

    9.

    1

    8.

    6

    8.

    1

    8.

    8

    9.

    4

    8.

    8

    8.

    5

    6.

    5

    8.

    2

    8.

    4

    7.

    9

    6.

    1

    6.

    7

    5.

    7

    7.

    6

    5.

    0

    5.

    3

    60-6420.

    0

    21.

    9

    20.

    7

    21.

    2

    21.

    1

    21.

    9

    21.

    2

    19.

    8

    19.

    5

    19.

    5

    20.

    4

    19.

    3

    17.

    8

    11.

    1

    11.

    9

    8.

    4

    9.

    7

    10.

    2

    9.

    7

    65-6924.

    3

    26.

    6

    25.

    1

    23.

    3

    23.

    1

    24.

    0

    23.

    4

    21.

    9

    19.

    6

    19.

    4

    20.

    4

    19.

    4

    17.

    9

    18.

    3

    14.

    5

    13.

    2

    12.

    3

    12.

    5

    14.

    8

    70-75 69.

    5

    76

    .9

    67

    .3

    63

    .2

    65

    .8

    63

    .9

    65

    .4

    64

    .1

    53

    .6

    54

    .5

    58

    .4

    57

    .9

    57

    .5

    72

    .7

    70

    .3

    71

    .0

    70

    .8

    71

    .6

    63

    .2

    75+

  • 7/14/2019 1 Aula - Dados Em Excel

    3/19

    1989

    1990

    1991

    1992

    1993

    1994

    1995

    1996

    1997

    1998

    1999

    2000

    2001

    2002

    2003

    2004

    2005

    2006

    2007

    2008

    2009

    5.

    7

    5.

    8

    4.

    6

    3.

    3

    2.

    5

    3.

    3

    2.

    5

    2.

    5

    2.

    0

    2.

    1

    1.

    2

    1.

    8

    3.

    0

    1.

    4

    0.

    7

    1.

    7

    0.

    7

    1.

    0

    1.

    0

    0.

    6

    0.

    6

    0.

    6

    0.

    5

    0.

    6

    0.

    7

    0.

    1

    0.

    2

    0.

    5

    0.

    1

    0.

    4

    0.

    1

    0.

    4

    0.

    2

    0.

    2

    0.

    0

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    0

    0.

    2

    0.

    0

    0.

    4

    0.

    6

    0.

    5

    0.

    4

    0.

    3

    0.

    2

    0.

    2

    0.

    4

    0.

    1

    0.

    3

    0.

    0

    0.

    3

    0.

    8

    0.

    3

    0.

    3

    0.

    0

    0.

    0

    0.

    2

    0.

    2

    0.

    2

    0.

    0

    0.

    8

    1.

    0

    1.

    6

    0.

    8

    0.

    3

    0.

    7

    0.

    6

    1.

    1

    0.

    6

    1.

    2

    1.

    2

    0.

    5

    0.

    8

    0.

    1

    1.

    3

    0.

    5

    0.

    2

    0.

    7

    0.

    7

    0.

    8

    0.

    4

    1.

    2

    1.

    4

    0.

    7

    1.

    3

    1.

    3

    1.

    6

    2.

    8

    2.

    5

    1.

    5

    1.

    8

    1.

    6

    1.

    6

    1.

    9

    2.

    1

    0.

    6

    1.

    4

    0.

    6

    0.

    9

    1.

    1

    1.

    2

    0.

    7

    1.

    9

    1.

    4

    1.

    8

    1.

    8

    1.

    8

    1.

    4

    2.

    0

    3.

    4

    3.

    6

    3.

    2

    3.

    7

    3.

    1

    3.

    3

    2.

    1

    1.

    9

    1.

    9

    0.

    8

    1.

    4

    1.

    2

    1.

    0

    0.

    9

    2.

    3

    2.

    5

    2.

    3

    3.

    7

    2.

    4

    2.

    2

    4.

    2

    3.

    6

    3.

    9

    4.

    2

    5.

    3

    5.

    2

    4.

    4

    3.

    0

    4.

    1

    1.

    4

    3.

    1

    1.

    9

    1.

    9

    1.

    5

    1.

    7

    2.

    4

    3.

    0

    3.

    0

    3.

    4

    3.

    3

    2.

    9

    3.

    6

    4.

    3

    4.

    6

    4.

    5

    4.

    0

    5.

    0

    4.

    7

    4.

    7

    4.

    3

    3.

    0

    3.

    4

    4.

    4

    3.

    3

    3.

    7

    3.

    4

    2.

    8

    3.

    7

    4.

    7

    3.

    8

    4.

    1

    3.

    3

    3.

    4

    4.

    3

    4.

    6

    5.

    4

    4.

    0

    5.

    3

    4.

    6

    5.

    4

    5.

    7

    4.

    3

    6.

    1

    3.

    6

    4.

    0

    4.

    4

    4.

    8

    4.

    8

    5.

    7

    4.

    4

    4.

    4

    5.

    4

    5.

    4

    4.

    9

    4.

    7

    4.

    2

    5.

    6

    8.

    3

    6.

    1

    6.

    1

    7.

    0

    6.

    9

    7.

    9

    6.

    4

    6.

    5

    6.

    2

    8.

    9

    6.

    0

    6.

    9

    6.

    9

    7.

    8

    6.

    7

    7.

    3

    6.

    7

    6.

    8

    8.

    8

    8.

    7

    8.

    6

    7.

    8

    6.

    9

    7.

    2

    8.

    1

    6.

    7

    7.

    2

    7.

    8

    7.

    1

    9.

    0

    10.

    4

    10.

    4

    16.

    5

    16.

    1

    12.

    6

    11.

    0

    14.

    1

    10.

    2

    13.

    0

    10.

    7

    14.

    7

    11.

    3

    12.

    4

    11.

    2

    10.

    2

    12.

    0

    9.

    9

    9.

    3

    10.

    2

    10.

    3

    12.

    0

    9.

    4

    13.

    0

    20.

    7

    20.

    7

    23.

    8

    20.

    4

    23.

    1

    19.

    0

    20.

    6

    20.

    3

    20.

    0

    19.

    0

    17.

    9

    16.

    6

    19.

    5

    14.

    4

    18.

    2

    17.

    2

    12.

    4

    14.

    8

    13.

    1

    15.

    8

    16.

    2

    30.

    7

    34.

    0

    34.

    0

    35.

    9

    33.

    9

    28.

    5

    33.

    0

    34.

    1

    26.

    9

    31.

    0

    29.

    0

    28.

    8

    25.

    8

    24.

    0

    26.

    0

    20.

    3

    27.

    4

    19.

    8

    25.

    5

    18.

    9

    19.

    0

    83.

    5

    83.

    8

    90.

    1

    90.

    0

    92.

    0

    91.

    1

    95.

    4

    47.

    0

    47.

    7

    43.

    4

    48.

    1

    39.

    3

    43.

    6

    37.

    5

    40.

    6

    34.

    5

    32.

    0

    38.

    1

    39.

    9

    35.

    5

    35.

    6

    115.

    7

    110.

    2

    104.

    1

    108.

    4

    92.

    5

    102.

    3

    103.

    3

    102.

    4

    96.

    7

    105.

    8

    99.

    0

    108.

    7

    108.

    7

    113.

    1

    1989

    1990

    1991

    1992

    1993

    1994

    1995

    1996

    1997

    1998

    1999

    2000

    2001

    2002

    2003

    2004

    2005

    2006

    2007

    2008

    2009

    5.

    1

    5.

    0

    3.

    4

    3.

    8

    3.

    7

    2.

    5

    3.

    3

    2.

    3

    1.

    2

    2.

    1

    2.

    3

    1.

    3

    1.

    5

    2.

    1

    1.

    6

    1.

    2

    1.

    2

    0.

    4

    0.

    4

    0.

    4

    2.

    2

    0.

    5

    0.

    2

    0.

    1

    0.

    2

    0.

    2

    0.

    3

    0.

    3

    0.

    1

    0.

    3

    0.

    6

    0.

    2

    0.

    2

    0.

    0

    0.

    0

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    2

    0.

    3

    0.

    5

    0.

    5

    0.

    0

    0.

    3

    0.

    3

    0.

    6

    0.

    2

    0.

    2

    0.

    7

    0.

    3

    0.

    5

    0.

    0

    0.

    2

    0.

    2

    0.

    0

    0.

    2

    0.

    4

    0.

    7

    0.

    0

    0.

    2

    0.

    2

    0.

    4

    0.

    3

    0.

    3

    0.

    2

    0.

    5

    0.

    2

    0.

    4

    0.

    4

    0.

    1

    0.

    2

    0.

    3

    0.

    7

    0.

    2

    0.

    4

    0.

    0

    0.

    4

    0.

    2

    0

    .5

    0

    .6

    0

    .2

    0

    .3

    0

    .4

    0

    .3

    0

    .2

    0

    .3

    0

    .8

    0

    .3

    0

    .7

    0

    .4

    0

    .3

    0

    .2

    0

    .5

    0

    .4

    0

    .6

    0

    .6

    0

    .3

    0

    .2

    0

    .2

    1.

    4

    0.

    3

    0.

    2

    0.

    7

    0.

    6

    0.

    4

    0.

    7

    0.

    3

    0.

    7

    1.

    0

    0.

    7

    0.

    5

    0.

    8

    0.

    8

    1.

    0

    1.

    0

    0.

    2

    0.

    4

    0.

    2

    0.

    1

    0.

    0

    1.

    0

    1.

    1

    1.

    0

    0.

    8

    0.

    6

    0.

    7

    0.

    7

    1.

    0

    0.

    3

    1.

    0

    0.

    9

    1.

    3

    0.

    8

    1.

    2

    1.

    5

    1.

    1

    0.

    9

    0.

    2

    0.

    7

    0.

    7

    0.

    6

    1.

    4

    1.

    4

    1.

    4

    0.

    9

    0.

    8

    1.

    5

    1.

    6

    1.

    1

    1.

    3

    1.

    2

    1.

    1

    1.

    9

    1.

    4

    1.

    8

    1.

    4

    0.

    9

    1.

    4

    1.

    1

    1.

    0

    1.

    2

    1.

    4

    2.

    1

    1.

    8

    2.

    1

    1.

    8

    1.

    8

    2.

    2

    1.

    5

    1.

    3

    2.

    3

    1.

    5

    1.

    9

    2.

    1

    2.

    3

    1.

    4

    1.

    1

    1.

    4

    2.

    2

    2.

    3

    2.

    9

    1.

    6

    1.

    3

    3.

    0

    3.

    0

    3.

    6

    3.

    2

    2.

    5

    1.

    9

    2.

    4

    2.

    7

    2.

    6

    2.

    9

    3.

    1

    2.

    6

    2.

    6

    2.

    9

    1.

    9

    2.

    3

    2.

    5

    2.

    4

    2.

    5

    2.

    6

    2.

    9

  • 7/14/2019 1 Aula - Dados Em Excel

    4/19

    3.

    9

    4.

    6

    4.

    9

    3.

    5

    2.

    2

    3.

    5

    3.

    4

    3.

    7

    2.

    0

    4.

    1

    4.

    2

    2.

    9

    2.

    5

    2.

    9

    3.

    5

    3.

    6

    4.

    5

    3.

    2

    3.

    3

    2.

    5

    5.

    7

    4.

    6

    5.

    4

    5.

    3

    5.

    8

    6.

    8

    4.

    0

    5.

    1

    4.

    4

    5.

    2

    4.

    2

    5.

    9

    3.

    4

    3.

    2

    3.

    6

    3.

    3

    3.

    5

    4.

    8

    4.

    5

    4.

    1

    4.

    6

    5.

    2

    6.

    5

    8.

    0

    8.

    9

    7.

    8

    8.

    2

    9.

    0

    7.

    8

    7.

    3

    6.

    4

    7.

    7

    6.

    9

    8.

    7

    5.

    7

    6.

    8

    6.

    4

    6.

    7

    6.

    0

    6.

    0

    5.

    7

    5.

    8

    5.

    8

    13.

    4

    14.

    5

    13.

    8

    12.

    6

    12.

    4

    15.

    2

    14.

    6

    13.

    7

    10.

    9

    12.

    8

    13.

    2

    11.

    4

    12.

    9

    11.

    3

    11.

    4

    9.

    4

    9.

    7

    10.

    0

    10.

    4

    10.

    6

    9.

    4

    65

    .5

    68

    .3

    70

    .8

    70

    .3

    69

    .5

    70

    .1

    74

    .9

    24

    .3

    23

    .5

    23

    .4

    20

    .5

    22

    .8

    22

    .2

    21

    .4

    18

    .3

    18

    .7

    20

    .0

    19

    .1

    20

    .0

    18

    .4

    17

    .8

    89.

    9

    85.

    8

    84.

    3

    86.

    0

    79.

    4

    79.

    9

    75.

    0

    80.

    4

    73.

    6

    75.

    5

    76.

    4

    76.

    3

    74.

    1

    75.

    2

  • 7/14/2019 1 Aula - Dados Em Excel

    5/19

    2010

    2011

    2012

    2013

    2014

    2015

    1.

    5

    0.

    0

    0.

    2

    0.

    2

    0.

    2

    0.

    1

    0.

    1

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    8

    0.

    6

    0.

    6

    0.

    6

    0.

    6

    0.

    6

    0.

    6

    1.

    3

    1.

    3

    1.

    3

    1.

    4

    1.

    4

    0.

    6

    0.

    7

    0.

    7

    0.

    6

    0.

    5

    0.

    5

    1.

    1

    1.

    3

    1.

    2

    1.

    1

    1.

    0

    0.

    9

    1.

    9

    4.

    3

    4.

    4

    4.

    4

    4.

    5

    4.

    6

    3.

    9

    4.

    3

    4.

    3

    4.

    3

    4.

    3

    4.

    3

    6.

    5

    6.

    8

    6.

    8

    6.

    9

    7.

    0

    7.

    1

    10.

    2

    7.

    7

    7.

    7

    7.

    7

    7.

    6

    7.

    6

    12.

    3

    11.

    7

    11.

    6

    11.

    6

    11.

    6

    11.

    6

    16.

    8

    14.

    6

    14.

    3

    14.

    1

    13.

    8

    13.

    6

    24.

    5

    23.

    6

    23.

    3

    23.

    1

    22.

    9

    22.

    7

    31.

    4

    32.

    0

    31.

    2

    30.

    5

    29.

    7

    28.

    9

    114.

    2

    107.

    0

    107.

    2

    107.

    3

    107.

    5

    107.

    7

    2010

    2011

    2012

    2013

    2014

    2015

    0.

    7

    0.

    6

    0.

    6

    0.

    5

    0.

    5

    0.

    4

    0.

    0

    0.

    1

    0.

    1

    0.

    1

    0.

    1

    0.

    1

    0.

    5

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0

    .4

    0

    .3

    0

    .3

    0

    .3

    0

    .3

    0

    .2

    0.

    2

    0.

    3

    0.

    3

    0.

    3

    0.

    3

    0.

    3

    0.

    4

    0.

    6

    0.

    5

    0.

    5

    0.

    5

    0.

    5

    0.

    7

    1.

    1

    1.

    1

    1.

    1

    1.

    1

    1.

    1

    2.

    5

    1.

    4

    1.

    3

    1.

    3

    1.

    3

    1.

    2

    2.

    5

    2.

    2

    2.

    1

    2.

    1

    2.

    1

    2.

    0

  • 7/14/2019 1 Aula - Dados Em Excel

    6/19

    3.

    7

    2.

    5

    2.

    4

    2.

    3

    2.

    3

    2.

    2

    5.

    0

    3.

    5

    3.

    4

    3.

    4

    3.

    3

    3.

    2

    5.

    4

    5.

    4

    5.

    2

    5.

    1

    5.

    0

    4.

    9

    8.

    9

    8.

    7

    8.

    5

    8.

    3

    8.

    1

    7.

    9

    18

    .0

    18

    .6

    17

    .9

    17

    .2

    16

    .5

    15

    .8

    83.

    0

    73.

    6

    72.

    9

    72.

    1

    71.

    4

    70.

    8

  • 7/14/2019 1 Aula - Dados Em Excel

    7/19

  • 7/14/2019 1 Aula - Dados Em Excel

    8/19

  • 7/14/2019 1 Aula - Dados Em Excel

    9/19

    Mulheres (em permilagem)

    G.Etrio1970

    1971

    1972

    1973

    1974

    1975

    1976

    1977

    1978

    1979

    1980

    1981

    1982

    1983

    1984

    1985

    1986

    0-4

    5-9

    10-140.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    1

    0.

    0

    0.

    1

    0.

    0

    0.

    0

    0.

    0

    0.

    2

    0.

    2

    0.

    2

    0.

    2

    0.

    3

    0.

    3

    0.

    4

    15-1915.

    9

    17.

    4

    17.

    5

    18.

    3

    19.

    9

    22.

    3

    28.

    4

    31.

    2

    28.

    8

    25.

    8

    29.

    8

    28.

    4

    29.

    4

    27.

    5

    29.

    5

    27.

    9

    23.

    7

    20-24107.

    2

    121.

    6

    119.

    3

    112.

    4

    108.

    2

    112.

    1

    106.

    3

    108.

    3

    103.

    5

    107.

    6

    86.

    3

    82.

    1

    25-29130.

    6

    151.

    9

    144.

    1

    126.

    3

    129.

    1

    128.

    8

    123.

    8

    119.

    2

    103.

    6

    100.

    0

    100.

    7

    101.

    5

    103.

    4

    99.

    2

    102.

    8

    104.

    0

    100.

    6

    30-3499.

    9

    105.

    1

    90.

    2

    77.

    2

    73.

    4

    71.

    3

    65.

    9

    62.

    1

    53.

    5

    56.

    6

    58.

    4

    59.

    9

    61.

    7

    58.

    6

    59.

    1

    66.

    8

    66.

    1

    35-3965.

    4

    67.

    6

    60.

    8

    60.

    4

    56.

    9

    50.

    2

    43.

    2

    34.

    9

    30.

    0

    28.

    7

    27.

    4

    28.

    5

    27.

    5

    27.

    3

    26.

    8

    27.

    8

    26.

    5

    40-4423.

    6

    27.

    3

    23.

    0

    25.

    0

    23.

    0

    20.

    8

    18.

    5

    16.

    4

    14.

    5

    13.

    6

    12.

    0

    10.

    9

    9.

    4

    8.

    3

    7.

    1

    5.

    1

    6.

    3

    45-49 1.9 2.2 2.0 2.5 2.3 2.3 1.9 2.1 1.8 1.3 1.5 1.1 0.9 1.0 1.0 0.7 0.6

    50-540.

    0

    0.

    0

    0.

    1

    0.

    0

    0.

    1

    0.

    1

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    1

    0.

    0

    55-59

    60-64

    65-69

    70-75

    75+

  • 7/14/2019 1 Aula - Dados Em Excel

    10/19

    1987

    1988

    1989

    1990

    1991

    1992

    1993

    1994

    1995

    1996

    1997

    1998

    1999

    2000

    2001

    2002

    2003

    2004

    2005

    0.

    1

    0.

    7

    0.

    1

    0.

    2

    0.

    4

    0.

    2

    0.

    1

    0.

    4

    0.

    3

    0.

    0

    0.

    4

    0.

    3

    0.

    5

    0.

    2

    0.

    5

    0.

    3

    0.

    3

    0.

    4

    0.

    2

    24.

    6

    25.

    0

    24.

    6

    21.

    6

    23.

    7

    20.

    0

    20.

    9

    19.

    4

    22.

    6

    23.

    9

    25.

    8

    24.

    1

    24.

    8

    26.

    5

    26.

    5

    30.

    6

    27.

    7

    30.

    8

    33.

    1

    75.

    4

    73.

    7

    73.

    6

    64.

    8

    60.

    3

    57.

    2

    52.

    0

    50.

    8

    50.

    0

    50.

    2

    48.

    7

    48.

    3

    51.

    5

    45.

    4

    40.

    9

    43.

    3

    40.

    4

    42.

    8

    43.

    9

    98.

    9

    109.

    2

    102.

    5

    100.

    9

    98.

    4

    98.

    1

    86.

    4

    85.

    1

    73.

    2

    71.

    1

    73.

    0

    73.

    8

    75.

    9

    64.

    6

    66.

    8

    64.

    4

    60.

    9

    57.

    0

    59.

    7

    64.

    8

    69.

    6

    72.

    2

    71.

    8

    73.

    9

    75.

    7

    74.

    9

    74.

    2

    73.

    4

    71.

    4

    73.

    1

    66.

    4

    77.

    8

    87.

    6

    81.

    2

    82.

    2

    74.

    2

    75.

    0

    77.

    5

    29.

    4

    26.

    5

    26.

    7

    28.

    2

    29.

    8

    30.

    3

    28.

    1

    27.

    6

    30.

    9

    32.

    0

    32.

    5

    36.

    6

    34.

    5

    40.

    5

    38.

    9

    43.

    1

    41.

    4

    39.

    5

    45.

    9

    6.

    0

    4.

    5

    6.

    0

    5.

    5

    6.

    6

    5.

    9

    4.

    8

    5.

    4

    6.

    5

    6.

    3

    6.

    5

    6.

    1

    8.

    5

    6.

    8

    7.

    8

    7.

    8

    8.

    9

    8.

    4

    9.

    6

    0.3

    0.5

    0.6

    0.3

    0.6

    0.1

    0.4

    0.2

    0.1

    0.3

    0.3

    0.2

    0.5

    0.5

    0.0

    0.6

    0.1

    0.7

    0.1

    0.

    0

    0.

    0

    0.

    1

    0.

    1

    0.

    0

    0.

    1

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

  • 7/14/2019 1 Aula - Dados Em Excel

    11/19

    2006

    2007

    2008

    2009

    2010

    2011

    2012

    2013

    2014

    2015

    0.

    0

    0.

    4

    0.

    2

    0.

    4

    0.

    5

    0.

    4

    0.

    4

    0.

    5

    0.

    5

    0.

    5

    28.

    8

    24.

    9

    28.

    6

    31.

    7

    23.

    3

    28.

    5

    28.

    7

    28.

    9

    29.

    0

    29.

    2

    48.

    6

    43.

    7

    50.

    7

    56.

    7

    55.

    7

    49.

    1

    52.

    2

    57.

    8

    59.

    1

    68.

    5

    53.

    6

    52.

    4

    51.

    2

    50.

    0

    48.

    8

    76.

    0

    73.

    0

    73.

    1

    76.

    3

    78.

    2

    74.

    8

    74.

    9

    75.

    1

    75.

    2

    75.

    3

    43.

    5

    41.

    9

    47.

    8

    48.

    6

    51.

    9

    45.

    7

    46.

    5

    47.

    4

    48.

    2

    49.

    1

    10.

    1

    9.

    9

    8.

    6

    8.

    5

    10.

    5

    7.

    9

    8.

    0

    8.

    0

    8.

    0

    8.

    1

    0.5

    0.4

    0.5

    0.4

    0.9

    0.3

    0.3

    0.3

    0.2

    0.2

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

    0.

    0

  • 7/14/2019 1 Aula - Dados Em Excel

    12/19

    Taxa de Sobrevivncia

    H M H M H M H M H M

    0-4 0.984 0.983 0.990 0.990 0.992 0.992 0.995 0.996

    5-9 0.998 0.999 0.999 0.999 0.999 0.999 1.000 1.000

    10-14 0.998 0.999 0.999 0.999 0.999 0.998 0.999 0.999

    15-19 0.996 0.999 0.996 0.999 0.997 0.999 0.997 0.999

    20-24 0.992 0.999 0.992 0.998 0.993 0.998 0.995 0.998

    25-29 0.991 0.997 0.983 0.997 0.990 0.996 0.995 0.999

    30-34 0.985 0.996 0.976 0.995 0.984 0.995 0.992 0.997

    35-39 0.984 0.994 0.975 0.993 0.980 0.993 0.983 0.995

    40-44 0.981 0.991 0.976 0.991 0.974 0.992 0.979 0.990

    45-49 0.976 0.987 0.967 0.984 0.966 0.988 0.966 0.987

    50-54 0.965 0.983 0.956 0.981 0.964 0.983 0.954 0.982

    55-59 0.941 0.973 0.942 0.978 0.949 0.982 0.944 0.977

    60-64 0.898 0.959 0.910 0.965 0.921 0.969 0.926 0.972

    65-69 0.845 0.933 0.851 0.935 0.882 0.947 0.897 0.952

    70-75 0.618 0.691 0.622 0.713 0.825 0.903 0.832 0.910

    75+ 0.570 0.641 0.584 0.670 0.562 0.670

    Estrutura da Populao 0.503 0.497

    H M Total

    0-4 4,841 4,725 9,567 Mulheres NV

    5-9 4,994 4,723 9,717

    10-14 4,642 4,471 9,113 10-14

    15-19 6,106 6,024 12,130 15-19

    20-24 6,501 6,344 12,845 20-24

    25-29 7,174 7,128 14,303 25-29

    30-34 8,480 8,834 17,314 30-34

    35-39 8,496 8,977 17,473 35-39

    40-44 7,271 8,387 15,658 40-44

    45-49 7,632 8,902 16,534 45-49

    50-54 7,196 8,769 15,965 50-54

    55-59 7,021 8,915 15,937

    60-64 6,685 8,857 15,542

    65-69 6,606 8,485 15,091

    70-75 5,667 7,843 13,510

    75+ 8,819 18,067 26,886

    Total 108,131 129,453 237,584 Total 0

    H M Total H M H M H M Total H M34 33 5895 5,473 19 17

    0-4 5,399 5,033 10,432 8 6 4 2

    5-9 5,840 5,574 11,414 4 3 2 1

    10-14 6,521 6,217 12,738 9 10 4 6

    15-19 8,359 8,109 16,468 19 9 18 6

    20-24 10,102 10,280 20,382 55 16 27 10

    25-29 9,717 9,713 19,430 93 36 37 7

    30-34 7,800 8,512 16,312 133 49 65 22

    35-39 8,321 9,543 17,864 161 63 122 44

    40-44 8,364 9,840 18,204 209 78 144 86

    45-49 8,443 10,223 18,666 268 113 238 108

    50-54 8,303 10,348 18,651 287 161 315 152

    Total

    Grupos

    Etrios

    Pop Real 2001 Pop Natural 2006

    Obitos

    2001-2005

    Nascimentos

    2001-2005

    Obitos

    2006-2010

    70-75

    75+

    50-54

    55-59

    60-64

    Grupos

    Etrios

    Pop Real 2011 Nados- Vivos Grupos

    Etriosquinqunio 11/15

    Grupo Etrio1991/1995 1996/2000 2001/2005 2006/2010 2011/2015

    5-9

    10-14

    15-19

    0-4

    35-39

    40-44

    45-49

    20-24

    25-29

    30-34

    65-69

  • 7/14/2019 1 Aula - Dados Em Excel

    13/19

    55-59 7,220 8,982 16,202 369 168 377 199

    60-64 6,679 8,686 15,365 498 249 462 232

    65-69 6,147 9,002 15,149 704 440 539 339

    70-75 5,348 8,559 13,907 929 800 803 633

    75+ 7,152 14,795 21,947 3560 5,653 3704 5,719

    Total 119,715 143,416 263,131 7306 7,854 5895 5,473 0 0 0 6861 7,566 4950

    9,711,36815,160 14,427

    -3,792 -4,653

  • 7/14/2019 1 Aula - Dados Em Excel

    14/19

    Pirmides Etrias(Gondomar)

    H M Total H M Total H M Tota0-4 11,605 11,750 23,355 0-4 11,318 10,991 22,309 0-4 7,197 6,823 14,02

    5-9 12,870 12,500 25,370 5-9 12,840 12,191 25,031 5-9 8,619 8,004 16,62

    10-14 13,010 13,205 26,215 10-14 12,292 12,352 24,644 10-14 10,382 10,244 20,62

    15-19 12,350 14,995 27,345 15-19 13,647 14,593 28,240 15-19 12,497 12,623 25,12

    20-24 11,360 14,135 25,495 20-24 13,280 14,474 27,754 20-24 11,876 12,895 24,77

    25-29 8,840 10,675 19,515 25-29 12,033 13,393 25,426 25-29 11,320 12,076 23,39

    30-34 8,510 10,090 18,600 30-34 11,022 12,506 23,528 30-34 10,014 11,289 21,30

    35-39 8,485 10,460 18,945 35-39 8,929 10,398 19,327 35-39 9,509 11,076 20,58

    40-44 9,160 11,630 20,790 40-44 8,709 10,363 19,072 40-44 9,416 11,158 20,57

    45-49 9,020 10,770 19,790 45-49 8,700 10,812 19,512 45-49 8,102 9,757 17,85

    50-54 6,755 8,635 15,390 50-54 8,795 11,417 20,212 50-54 7,852 9,506 17,35

    55-59 6,765 9,685 16,450 55-59 8,076 10,578 18,654 55-59 7,648 9,931 17,57

    60-64 5,890 8,945 14,835 60-64 5,981 8,533 14,514 60-64 7,449 10,429 17,8765-69 4,615 7,360 11,975 65-69 5,583 8,542 14,125 65-69 6,318 9,200 15,51

    70+ 5,475 12,110 17,585 70+ 7,785 17,235 25,020 70+ 9,715 19,547 29,26

    Total ###### ###### ######

    Total ###### ###### ###### Total ###### ###### #####

    rupos Etrio1970

    rupos Etrio1981

    rupos Etrio1991

    -15

    ,000

    -1

    0,

    000

    -5

    ,000 0

    5,0

    00

    10

    ,000

    15

    ,000

    20

    ,000

    0-4

    5-9

    10-14

    15-19

    20-24

    25-29

    30-34

    35-39

    40-44

    45-49

    50-54

    55-59

    60-64

    65-69

    70+

    Populao

    GruposEtrios

    Pirmide Etria do Porto 1981

    H M

    -15

    ,000

    -1

    0,

    000

    -5

    ,000 0

    5,0

    00

    10

    ,000

    15

    ,000

    0-4

    5-9

    10-14

    15-19

    20-24

    25-29

    30-34

    35-39

    40-44

    45-49

    50-54

    55-59

    60-64

    65-69

    70+

    Populao

    GruposEtrios

    Pirmide Etria do Porto 1991

    H

    -15

    000

    -1

    0000

    -5

    000 0

    5000

    10000

    15

    000

    0-4

    5-9

    10-14

    15-19

    20-24

    25-29

    30-34

    35-39

    40-44

    45-49

    50-5455-59

    60-64

    65-69

    70+

    Populao

    GruposEtrios

    Pirmide Etria do Porto 1970

    H

  • 7/14/2019 1 Aula - Dados Em Excel

    15/19

    Pirmides Etrias(Gondomar)

    H M0-4 0 0

    5-9 0 0

    10-14 0 0

    15-19 0 0

    20-24 0 0

    25-29 0 0

    30-34 0 0

    35-39 0 0

    40-44 0 0

    45-49 0 0

    50-54 0 0

    55-59 0 0

    60-64 0 065-69 0 0

    70-75 0 0

    75+ 0 0

    Total 0 0

    2016rupos Etrio

    0

    4,0

    00

    8,0

    00

    12

    ,000

    0-4

    5-9

    10-14

    15-19

    20-24

    25-29

    30-34

    35-39

    40-44

    45-49

    50-54

    55-59

    60-64

    65-69

    70-75

    75+

    Populao

    GruposEtrios

    Pirmide Etria do Porto 2

  • 7/14/2019 1 Aula - Dados Em Excel

    16/19

    1

    2

    3

    4

    5

    6

    7

    8

    910

    11

    12

    13

    14

    15

    16

    17

    18

    19

    20

    A B C D E F G H

    1970 1981 1991 2001 2011 2016

    Populao (P) 301,655 327,368 302,472 263131 237,584 0

    P [0-14] 74,940 71,984 51,269 34,584 28,397 0

    P [15-64] 197,155 216,239 206,423 177,544 153,700 0

    P [+65] 29,560 39,145 44,780 51,003 55,487 0

    Nmero de Famlias Clssicas 99,324 100,696 100,948

    Taxa de Variao da Populao (TVP)

    Indice de Dependncia de Idosos (IDI)Indice de Dependncia de Jovens (IDJ)

    Indice de Dependncia Total (IDT)

    Indice de Envelhecimento (IE)

    Dimenso Mdia da Famlia

    Populao Activa 152,915 143,609 166,839 112,069

    Populao Desempregada 11,206 9,943 8,648 16,138

    Taxa de Actividade (+15) (TA+15)

    Taxa de Participao (TP)

    Taxa de Actividade (TA)

    Taxa de Desemprego (TD)

    Indicadores Demogrficos

    Indicadores de Actividade

  • 7/14/2019 1 Aula - Dados Em Excel

    17/19

    1970 1981 1991 2001

    Indicadores DemogrficosPopulao 301,655 327,368 302,472 263,131

    P [5-9] 25,370 25,031 16,623 11414

    P [0-14] 74,940 71,984 51,269 34,584

    P [15-64] 197,155 216,239 206,423 177,544

    P [+65] 29,560 39,145 44,780 51,003

    Escolas Primrias (EB1)Alunos matriculados

    Alunos em escolas pblicas 9,596

    Taxa de alunos / P [5-9]

    Salas (primeiro ciclo) 381

    Capacidade das salas existentes [20 a 25]

    Carncia (-) / Excesso de oferta

    Centros de Dia

    Total de Utentes 1,515Taxa de utentes / P [+65]

    Nmero de Equipamentos 37

    Capacidade total 1,881

    Carncia (-) / Excesso de oferta

  • 7/14/2019 1 Aula - Dados Em Excel

    18/19

    2011 2016

    237,584 0

    9,717 0

    28,397 0

    153,700 0

    55,487 0

    8,169

    418

    1,653

    37

    1,876

  • 7/14/2019 1 Aula - Dados Em Excel

    19/19

    Ambiente Urbano e Transportes - 2013/2014

    Demografia

    Nome: N. aluno:

    Nome: N. aluno:

    Nome: N. aluno:

    Nome: N. aluno:

    H M Total

    0-4 0 0 0

    5-9 0 0 0

    10-14 0 0 0

    15-19 0 0 0

    20-24 0 0 0

    25-29 0 0 0

    30-34 0 0 0

    35-39 0 0 0

    40-44 0 0 0

    45-49 0 0 0

    50-54 0 0 0

    55-59 0 0 0

    60-64 0 0 0

    65-69 0 0 0

    70-75 0 0 0

    75+ 0 0 0

    Total 0 0 0

    Indicadores Demogrficos 2011 2016 Indicadores de Atividade 2011

    Populao 237,584 Populao Activa 112,069

    P [0-14] 28,397 Populao Desempregada 16,138

    P [15-64] 153,700 Taxa de Actividade (+15) 0

    P [+65] 55,487 Taxa de Participao 0

    Taxa de Variao da Populao 0.00% Taxa de Actividade 0

    Indice de Dependncia de Idosos 0.00% Taxa de Desemprego 0

    Indice de Dependncia de Joven 0.00%

    Indice de Dependncia Total 0.00%

    Indice de Envelhecimento 0.00%

    Dimenso Mdia da Famlia 0.00

    2016 2016

    P [5-9] 0 0

    0 0

    0 0

    0.0% 0

    0 0

    0

    0

    GruposEtrios

    2016

    Capacidade das salas existentes [20 a 25]

    Alunos matriculados

    Alunos em escolas pblicas

    Taxa de alunos / P [5-9]

    Salas (primeiro ciclo)

    Carncia de Equipamentos

    Carncia (-) / Excesso de oferta

    Escolas Primrias (EB1)

    Carncia (-) / Excesso de oferta

    Centros de Dia

    Total de Utentes

    Taxa de utentes / P [+65]

    Nmero de Equipamentos

    Capacidade total

    Carncia de Equipamentos

    0

    2,0

    00

    4,0

    00

    6,0

    00

    8,0

    00

    10

    ,000

    12

    ,000

    14

    ,000

    16

    ,000

    18

    ,000

    20

    ,000

    0-4

    5-9

    10-14

    15-1920-24

    25-29

    30-34

    35-39

    40-44

    45-49

    50-54

    55-59

    60-64

    65-69

    70-75

    75+

    Populao

    GruposEtrios

    Pirmide Etria do Porto 2016

    M H