In [1]:
%pylab inline
import pandas as pd
from lifelines.utils import datetimes_to_durations
from lifelines import KaplanMeierFitter
Populating the interactive namespace from numpy and matplotlib
WARNING: pylab import has clobbered these variables: ['datetime']
`%matplotlib` prevents importing * from pylab and numpy
In [13]:
df = pd.read_csv('../data/parl_data.csv')
df['start_date'] = pd.to_datetime(df['start_date'])
df['end_date'] = pd.to_datetime(df['end_date'])
df['decade'] = df['start_date'].map( lambda d: str(d.year)[:3])
T, C = datetimes_to_durations(df['start_date'], df['end_date'])
df['T'] = T/365.
df['C'] = C
In [41]:
kmf = KaplanMeierFitter()
figsize(14,6)
font = {'family' : 'normal',
'weight' : 'normal',
'size' : 12}
matplotlib.rc('font', **font)
ax = subplot(111)
for decade in sorted(df['decade'].unique(), reverse=True):
if decade == '201':
continue
ix = df['decade'] == decade
kmf.fit(df.ix[ix]['T'], df.ix[ix]['C'], label=decade + 'x')
if decade not in ('200', '199'):
kmf.plot(ax=ax, c='#777777', ci_show=False, alpha = 0.5)
else:
kmf.plot(ax=ax, lw=4, alpha=0.9, ci_show=False)
plt.title('Canadian Senate Durations, by Decade Appointed')
plt.xlabel('Years in Senate')
plt.ylabel('Proportion Active after $t$ Years');
In [47]:
ix = (df['decade'] == '200') | (df['decade'] == '199') | (df['decade'] == '201')
In [48]:
ax = subplot(111)
kmf.fit(df.ix[ix]['T'], df.ix[ix]['C'], label='Post-1990 Appointments')
kmf.plot(ax=ax, c='#348ABD')
kmf.fit(df.ix[~ix]['T'], df.ix[~ix]['C'], label='Pre-1990 Appointments')
kmf.plot(ax=ax, c='#7A68A6')
plt.title('Comparing Senate Durations Pre-1990 and Post-1990')
plt.xlabel('Years in Senate')
plt.ylabel('Proportion Active after $t$ Years');
In [49]:
from lifelines.statistics import logrank_test
In [50]:
S, P, R = logrank_test(df.ix[ix]['T'], df.ix[~ix]['T'], df.ix[ix]['C'], df.ix[~ix]['C'])
Results
df: 1
alpha: 0.95
t 0: -1
test: logrank
null distribution: chi squared
__ p-value ___|__ test statistic __|__ test results __
0.00325 | 8.661 | True
In [51]:
df.ix[ix]
Out[51]:
Unnamed: 0
Name
Political Affiliation at Appointment
Senatorial Designation / Province or Territory
Appointed on the advice of
Term (yyyy.mm.dd)
start_date
end_date
reason
decade
T
C
9
9
Anderson, Doris Margaret
Liberal Party of Canada
St. Peter's, Kings County, Prince Edward Island
Chrétien, Joseph Jacques Jean
1995.09.21 - 1997.07.05 (Retirement)
1995-09-21
1997-07-05
Retirement
199
1.789041
True
12
12
Andreychuk, Raynell
Progressive Conservative Party
Saskatchewan, Saskatchewan
Mulroney, Martin Brian
1993.03.11 -
1993-03-11
NaT
NaN
199
21.956164
False
14
14
Angus, W. David
Progressive Conservative Party
Alma, Quebec
Mulroney, Martin Brian
1993.06.10 - 2012.07.21 (Retirement)
1993-06-10
2012-07-21
Retirement
199
19.126027
True
22
22
Ataullahjan, Salma
Conservative Party of Canada
Toronto, Ontario
Harper, Stephen
2010.07.09 -
2010-07-09
NaT
NaN
201
4.616438
False
26
26
Bacon, Lise
Liberal Party of Canada
De la Durantaye, Quebec
Chrétien, Joseph Jacques Jean
1994.09.15 - 2009.08.25 (Retirement)
1994-09-15
2009-08-25
Retirement
199
14.953425
True
30
30
Baker, George
Liberal Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Chrétien, Joseph Jacques Jean
2002.03.26 -
2002-03-26
NaT
NaN
200
12.909589
False
34
34
Banks, Tommy
Liberal Party of Canada
Alberta, Alberta
Chrétien, Joseph Jacques Jean
2000.04.07 - 2011.12.17 (Retirement)
2000-04-07
2011-12-17
Retirement
200
11.701370
True
40
40
Batters, Denise
Conservative Party of Canada
Saskatchewan, Saskatchewan
Harper, Stephen
2013.01.25 -
2013-01-25
NaT
NaN
201
2.065753
False
46
46
Beaulieu, Mario
Progressive Conservative Party
De la Durantaye, Quebec
Mulroney, Martin Brian
1990.08.30 - 1994.06.22 (Resignation)
1990-08-30
1994-06-22
Resignation
199
3.813699
True
57
57
Bellemare, Diane
Conservative Party of Canada
Alma, Quebec
Harper, Stephen
2012.09.06 -
2012-09-06
NaT
NaN
201
2.452055
False
65
65
Berntson, Eric A.
Progressive Conservative Party
Saskatchewan, Western Provinces (Division)
Mulroney, Martin Brian
1990.09.27 - 2001.02.27 (Resignation)
1990-09-27
2001-02-27
Resignation
199
10.427397
True
66
66
Beyak, Lynn
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2013.01.25 -
2013-01-25
NaT
NaN
201
2.065753
False
70
70
Biron, Michel
Liberal Party of Canada
Mille Isles, Quebec
Chrétien, Joseph Jacques Jean
2001.10.04 - 2009.03.16 (Retirement)
2001-10-04
2009-03-16
Retirement
200
7.452055
True
72
72
Black, Douglas
Conservative Party of Canada
Alberta, Alberta
Harper, Stephen
2013.01.25 -
2013-01-25
NaT
NaN
201
2.065753
False
82
82
Boisvenu, Pierre-Hugues
Conservative Party of Canada
La Salle, Quebec
Harper, Stephen
2010.01.29 -
2010-01-29
NaT
NaN
201
5.057534
False
93
93
Boudreau, J. Bernard
Liberal Party of Canada
Nova Scotia, Nova Scotia
Chrétien, Joseph Jacques Jean
1999.10.04 - 2000.10.26 (Resignation)
1999-10-04
2000-10-26
Resignation
199
1.063014
True
108
108
Braley, David
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2010.05.20 - 2013.11.30 (Resignation)
2010-05-20
2013-11-30
Resignation
201
3.534247
True
109
109
Brazeau, Patrick
Conservative Party of Canada
Repentigny, Quebec
Harper, Stephen
2009.01.08 -
2009-01-08
NaT
NaN
200
6.115068
False
113
113
Brown, Bert
Conservative Party of Canada
Alberta, Alberta
Harper, Stephen
2007.07.10 - 2013.03.22 (Retirement)
2007-07-10
2013-03-22
Retirement
200
5.704110
True
116
116
Bryden, John G.
Liberal Party of Canada
New Brunswick, New Brunswick
Chrétien, Joseph Jacques Jean
1994.11.23 - 2009.10.31 (Resignation)
1994-11-23
2009-10-31
Resignation
199
14.947945
True
118
118
Buchanan, John M.
Progressive Conservative Party
Halifax, Nova Scotia
Mulroney, Martin Brian
1990.09.12 - 2006.04.22 (Retirement)
1990-09-12
2006-04-22
Retirement
199
15.619178
True
130
130
Buth, JoAnne L.
Conservative Party of Canada
Manitoba, Manitoba
Harper, Stephen
2012.01.06 - 2014.08.10 (Resignation)
2012-01-06
2014-08-10
Resignation
201
2.594521
True
131
131
Butts, Peggy
Liberal Party of Canada
Nova Scotia, Nova Scotia
Chrétien, Joseph Jacques Jean
1997.09.22 - 1999.08.15 (Retirement)
1997-09-22
1999-08-15
Retirement
199
1.895890
True
133
133
Callbeck, Catherine S.
Liberal Party of Canada
Prince Edward Island, Prince Edward Island
Chrétien, Joseph Jacques Jean
1997.09.22 - 2014.07.25 (Retirement)
1997-09-22
2014-07-25
Retirement
199
16.849315
True
138
138
Campbell, Larry W.
Liberal Party of Canada
British Columbia, British Columbia
Martin, Paul Edgar Philippe
2005.08.02 -
2005-08-02
NaT
NaN
200
9.553425
False
140
140
Carignan, Claude
Conservative Party of Canada
Mille Isles, Quebec
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
144
144
Carney, Pat
Progressive Conservative Party
British Columbia, British Columbia
Mulroney, Martin Brian
1990.08.30 - 2008.01.31 (Resignation)
1990-08-30
2008-01-31
Resignation
199
17.432877
True
146
146
Carstairs, Sharon
Liberal Party of Canada
Manitoba, Manitoba
Chrétien, Joseph Jacques Jean
1994.09.15 - 2011.10.17 (Resignation)
1994-09-15
2011-10-17
Resignation
199
17.098630
True
153
153
Castonguay, Claude
Progressive Conservative Party
Stadacona, Quebec
Mulroney, Martin Brian
1990.09.23 - 1992.12.09 (Resignation)
1990-09-23
1992-12-09
Resignation
199
2.213699
True
156
156
Chalifoux, Thelma
Liberal Party of Canada
Alberta, Alberta
Chrétien, Joseph Jacques Jean
1997.11.26 - 2004.02.08 (Retirement)
1997-11-26
2004-02-08
Retirement
199
6.205479
True
157
157
Champagne, Andrée
Conservative Party of Canada
Grandville, Quebec
Martin, Paul Edgar Philippe
2005.08.02 - 2014.07.17 (Retirement)
2005-08-02
2014-07-17
Retirement
200
8.961644
True
161
161
Chaput, Maria
Liberal Party of Canada
Manitoba, Manitoba
Chrétien, Joseph Jacques Jean
2002.12.12 -
2002-12-12
NaT
NaN
200
12.194521
False
164
164
Charette-Poulin, Marie-P.
Liberal Party of Canada
Northern Ontario, Ontario
Chrétien, Joseph Jacques Jean
1995.09.21 -
1995-09-21
NaT
NaN
199
19.424658
False
170
170
Christensen, Ione
Liberal Party of Canada
Yukon, Yukon
Chrétien, Joseph Jacques Jean
1999.09.02 - 2006.12.31 (Resignation)
1999-09-02
2006-12-31
Resignation
199
7.334247
True
180
180
Cohen, Erminie J.
Progressive Conservative Party
Saint John, New Brunswick
Mulroney, Martin Brian
1993.06.04 - 2001.07.23 (Retirement)
1993-06-04
2001-07-23
Retirement
199
8.139726
True
182
182
Comeau, Gerald J.
Progressive Conservative Party
Nova Scotia, Nova Scotia
Mulroney, Martin Brian
1990.08.30 - 2013.11.30 (Resignation)
1990-08-30
2013-11-30
Resignation
199
23.268493
True
187
187
Cook, Joan
Liberal Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Chrétien, Joseph Jacques Jean
1998.03.06 - 2009.10.06 (Retirement)
1998-03-06
2009-10-06
Retirement
199
11.594521
True
192
192
Cordy, Jane
Liberal Party of Canada
Nova Scotia, Nova Scotia
Chrétien, Joseph Jacques Jean
2000.06.09 -
2000-06-09
NaT
NaN
200
14.704110
False
201
201
Cowan, James S.
Liberal Party of Canada
Nova Scotia, Nova Scotia
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
211
211
Dagenais, Jean-Guy
Conservative Party of Canada
Victoria, Quebec
Harper, Stephen
2012.01.17 -
2012-01-17
NaT
NaN
201
3.090411
False
213
213
Dallaire, Roméo A.
Liberal Party of Canada
Gulf, Quebec
Martin, Paul Edgar Philippe
2005.03.24 - 2014.06.17 (Resignation)
2005-03-24
2014-06-17
Resignation
200
9.238356
True
219
219
Landry, Joseph Gérard Lauri P.
Liberal Party of Canada
Village of Cap-Pelé, New Brunswick
Chrétien, Joseph Jacques Jean
1996.02.26 - 1997.06.19 (Retirement)
1996-02-26
1997-06-19
Retirement
199
1.312329
True
220
220
Lang, Daniel
Conservative Party of Canada
Yukon, Yukon
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
223
223
LaPierre, Laurier L.
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
2001.06.13 - 2004.11.21 (Retirement)
2001-06-13
2004-11-21
Retirement
200
3.443836
True
224
224
Lapointe, Jean
Liberal Party of Canada
Saurel, Quebec
Chrétien, Joseph Jacques Jean
2001.06.13 - 2010.12.06 (Retirement)
2001-06-13
2010-12-06
Retirement
200
9.487671
True
228
228
Lavigne, Raymond
Liberal Party of Canada
Montarville, Quebec
Chrétien, Joseph Jacques Jean
2002.03.26 - 2011.03.21 (Resignation)
2002-03-26
2011-03-21
Resignation
200
8.991781
True
229
229
Lavoie-Roux, Thérèse
Progressive Conservative Party
Acadie, Quebec (Division)
Mulroney, Martin Brian
1990.09.27 - 2001.03.12 (Resignation)
1990-09-27
2001-03-12
Resignation
199
10.463014
True
234
234
LeBreton, Marjory
Progressive Conservative Party
Ontario, Ontario
Mulroney, Martin Brian
1993.06.18 -
1993-06-18
NaT
NaN
199
21.684932
False
239
239
Léger, Viola
Liberal Party of Canada
Acadie, New Brunswick
Chrétien, Joseph Jacques Jean
2001.06.13 - 2005.06.29 (Retirement)
2001-06-13
2005-06-29
Retirement
200
4.046575
True
255
255
Losier-Cool, Rose-Marie
Liberal Party of Canada
Tracadie, New Brunswick
Chrétien, Joseph Jacques Jean
1995.03.21 - 2012.06.18 (Retirement)
1995-03-21
2012-06-18
Retirement
199
17.257534
True
257
257
Lovelace Nicholas, Sandra
Liberal Party of Canada
New Brunswick, New Brunswick
Martin, Paul Edgar Philippe
2005.09.21 -
2005-09-21
NaT
NaN
200
9.416438
False
261
261
Lynch-Staunton, John
Progressive Conservative Party
Grandville, Quebec
Mulroney, Martin Brian
1990.09.23 - 2005.06.19 (Retirement)
1990-09-23
2005-06-19
Retirement
199
14.747945
True
270
270
MacDonald, Michael L.
Conservative Party of Canada
Cape Breton, Nova Scotia
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
288
288
Maheu, Shirley
Liberal Party of Canada
Rougemont, Quebec
Chrétien, Joseph Jacques Jean
1996.02.01 - 2006.02.01 (Death)
1996-02-01
2006-02-01
Death
199
10.008219
True
289
289
Mahovlich, Frank W.
Liberal Party of Canada
Toronto, Ontario
Chrétien, Joseph Jacques Jean
1998.06.11 - 2013.01.10 (Retirement)
1998-06-11
2013-01-10
Retirement
199
14.594521
True
291
291
Maloney, Marian L.
Liberal Party of Canada
Surprise Lake, Thunder Bay, North Western Onta...
Chrétien, Joseph Jacques Jean
1998.06.11 - 1999.08.16 (Retirement)
1998-06-11
1999-08-16
Retirement
199
1.180822
True
292
292
Maltais, Ghislain
Conservative Party of Canada
Shawinigan, Quebec
Harper, Stephen
2012.01.06 -
2012-01-06
NaT
NaN
201
3.120548
False
294
294
Manning, Fabian
Conservative Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Harper, Stephen
2011.05.25 -
2011-05-25
NaT
NaN
201
3.739726
False
295
295
Manning, Fabian
Conservative Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Harper, Stephen
2009.01.02 - 2011.03.28 (Resignation)
2009-01-02
2011-03-28
Resignation
200
2.232877
True
301
301
Marshall, Elizabeth
Conservative Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Harper, Stephen
2010.01.29 -
2010-01-29
NaT
NaN
201
5.057534
False
305
305
Martin, Yonah
Conservative Party of Canada
British Columbia, British Columbia
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
307
307
Massicotte, Paul J.
Liberal Party of Canada
De Lanaudière, Quebec
Chrétien, Joseph Jacques Jean
2003.06.26 -
2003-06-26
NaT
NaN
200
11.657534
False
316
316
McCoy, Elaine
Progressive Conservative Party
Alberta, Alberta
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
335
335
McInnis, Thomas Johnson
Conservative Party of Canada
Nova Scotia, Nova Scotia
Harper, Stephen
2012.09.06 -
2012-09-06
NaT
NaN
201
2.452055
False
337
337
McIntyre, Paul E.
Conservative Party of Canada
New Brunswick, New Brunswick
Harper, Stephen
2012.09.06 -
2012-09-06
NaT
NaN
201
2.452055
False
356
356
Meighen, Michael A.
Progressive Conservative Party
St. Marys, Ontario (Division)
Mulroney, Martin Brian
1990.09.27 - 2012.02.06 (Resignation)
1990-09-27
2012-02-06
Resignation
199
21.375342
True
357
357
Mercer, Terry M.
Liberal Party of Canada
Northend Halifax, Nova Scotia
Chrétien, Joseph Jacques Jean
2003.11.07 -
2003-11-07
NaT
NaN
200
11.290411
False
358
358
Merchant, Pana
Liberal Party of Canada
Saskatchewan, Saskatchewan
Chrétien, Joseph Jacques Jean
2002.12.12 -
2002-12-12
NaT
NaN
200
12.194521
False
359
359
Mercier, Léonce
Liberal Party of Canada
Mille Isles, Quebec
Chrétien, Joseph Jacques Jean
1996.08.09 - 2001.08.11 (Retirement)
1996-08-09
2001-08-11
Retirement
199
5.008219
True
360
360
Meredith, Don
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2010.12.18 -
2010-12-18
NaT
NaN
201
4.172603
False
369
369
Milne, Lorna
Liberal Party of Canada
Brampton, Ontario
Chrétien, Joseph Jacques Jean
1995.09.21 - 2009.12.13 (Retirement)
1995-09-21
2009-12-13
Retirement
199
14.238356
True
370
370
Mitchell, Grant
Liberal Party of Canada
Alberta, Alberta
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
373
373
Mockler, Percy
Conservative Party of Canada
New Brunswick, New Brunswick
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
380
380
Moore, Wilfred P.
Liberal Party of Canada
Chester, Nova Scotia
Chrétien, Joseph Jacques Jean
1996.09.26 -
1996-09-26
NaT
NaN
199
18.408219
False
382
382
Morin, Yves
Liberal Party of Canada
Lauzon, Quebec
Chrétien, Joseph Jacques Jean
2001.03.08 - 2004.11.28 (Retirement)
2001-03-08
2004-11-28
Retirement
200
3.728767
True
388
388
Munson, Jim
Liberal Party of Canada
Ottawa / Rideau Canal, Ontario
Chrétien, Joseph Jacques Jean
2003.12.10 -
2003-12-10
NaT
NaN
200
11.200000
False
394
394
Nancy Ruth
Progressive Conservative Party
Cluny, Ontario
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
397
397
Neufeld, Richard
Conservative Party of Canada
British Columbia, British Columbia
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
398
398
Ngo, Thanh Hai
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2012.09.06 -
2012-09-06
NaT
NaN
201
2.452055
False
402
402
Nolin, Pierre Claude
Progressive Conservative Party
De Salaberry, Quebec
Mulroney, Martin Brian
1993.06.18 -
1993-06-18
NaT
NaN
199
21.684932
False
413
413
Ogilvie, Kelvin Kenneth
Conservative Party of Canada
Annapolis Valley - Hants, Nova Scotia
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
414
414
Oh, Victor
Conservative Party of Canada
Mississauga, Ontario
Harper, Stephen
2013.01.25 -
2013-01-25
NaT
NaN
201
2.065753
False
417
417
Oliver, Donald H.
Progressive Conservative Party
South Shore, Nova Scotia
Mulroney, Martin Brian
1990.09.07 - 2013.11.16 (Retirement)
1990-09-07
2013-11-16
Retirement
199
23.208219
True
431
431
Patterson, Dennis Glen
Conservative Party of Canada
Nunavut, Nunavut
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
433
433
Pearson, Landon
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
1994.09.15 - 2005.11.16 (Retirement)
1994-09-15
2005-11-16
Retirement
199
11.178082
True
437
437
Pépin, Lucie
Liberal Party of Canada
Shawinigan, Quebec
Chrétien, Joseph Jacques Jean
1997.04.08 - 2011.09.07 (Retirement)
1997-04-08
2011-09-07
Retirement
199
14.424658
True
440
440
Perry (Poirier), Melvin
Liberal Party of Canada
Prince Edward Island, Prince Edward Island
Chrétien, Joseph Jacques Jean
1999.08.11 - 2000.08.23 (Retirement)
1999-08-11
2000-08-23
Retirement
199
1.035616
True
442
442
Peterson, Robert W.
Liberal Party of Canada
Saskatchewan, Saskatchewan
Martin, Paul Edgar Philippe
2005.03.24 - 2012.10.19 (Retirement)
2005-03-24
2012-10-19
Retirement
200
7.578082
True
445
445
Phalen, Gerard A.
Liberal Party of Canada
Nova Scotia, Nova Scotia
Chrétien, Joseph Jacques Jean
2001.10.04 - 2009.03.28 (Retirement)
2001-10-04
2009-03-28
Retirement
200
7.484932
True
450
450
Plamondon, Madeleine
Independent
The Laurentides, Quebec
Chrétien, Joseph Jacques Jean
2003.09.09 - 2006.09.21 (Retirement)
2003-09-09
2006-09-21
Retirement
200
3.035616
True
452
452
Plett, Donald Neil
Conservative Party of Canada
Landmark, Manitoba
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
455
455
Poirier, Rose-May
Conservative Party of Canada
Saint-Louis-de-Kent, New Brunswick
Harper, Stephen
2010.02.28 -
2010-02-28
NaT
NaN
201
4.975342
False
461
461
Poy, Vivienne
Liberal Party of Canada
Toronto, Ontario
Chrétien, Joseph Jacques Jean
1998.09.17 - 2012.09.17 (Resignation)
1998-09-17
2012-09-17
Resignation
199
14.010959
True
470
470
Dawson, Dennis
Liberal Party of Canada
Lauzon, Quebec
Martin, Paul Edgar Philippe
2005.08.02 -
2005-08-02
NaT
NaN
200
9.553425
False
471
471
Day, Joseph A.
Liberal Party of Canada
Saint John - Kennebecasis, New Brunswick
Chrétien, Joseph Jacques Jean
2001.10.04 -
2001-10-04
NaT
NaN
200
13.383562
False
477
477
Demers, Jacques
Conservative Party of Canada
Rigaud, Quebec
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
484
484
Desmarais, Jean Noël
Progressive Conservative Party
Sudbury, Ontario
Mulroney, Martin Brian
1993.06.04 - 1995.07.25 (Death)
1993-06-04
1995-07-25
Death
199
2.139726
True
490
490
DeWare, Mabel M.
Progressive Conservative Party
Moncton, New Brunswick
Mulroney, Martin Brian
1990.09.23 - 2001.08.09 (Retirement)
1990-09-23
2001-08-09
Retirement
199
10.884932
True
491
491
Di Nino, Consiglio
Progressive Conservative Party
Ontario, Ontario
Mulroney, Martin Brian
1990.08.30 - 2012.06.30 (Resignation)
1990-08-30
2012-06-30
Resignation
199
21.849315
True
493
493
Dickson, Fred
Conservative Party of Canada
Nova Scotia, Nova Scotia
Harper, Stephen
2009.01.02 - 2012.02.09 (Death)
2009-01-02
2012-02-09
Death
200
3.104110
True
502
502
Downe, Percy E.
Liberal Party of Canada
Charlottetown, Prince Edward Island
Chrétien, Joseph Jacques Jean
2003.06.26 -
2003-06-26
NaT
NaN
200
11.657534
False
503
503
Doyle, Norman E.
Conservative Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Harper, Stephen
2012.01.06 -
2012-01-06
NaT
NaN
201
3.120548
False
512
512
Duffy, Michael
Conservative Party of Canada
Prince Edward Island, Prince Edward Island
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
514
514
Duhamel, Ron J.
Liberal Party of Canada
Manitoba, Manitoba
Chrétien, Joseph Jacques Jean
2002.01.15 - 2002.09.30 (Death)
2002-01-15
2002-09-30
Death
200
0.706849
True
517
517
Dyck, Lillian Eva
New Democratic Party
Saskatchewan, Saskatchewan
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
518
518
Eaton, Nicole
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
520
520
Eggleton, Art
Liberal Party of Canada
Ontario, Ontario
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
525
525
Enverga, Jr., Tobias C.
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2012.09.06 -
2012-09-06
NaT
NaN
201
2.452055
False
530
530
Eyton, John Trevor
Progressive Conservative Party
Ontario, Ontario
Mulroney, Martin Brian
1990.09.23 - 2009.07.12 (Retirement)
1990-09-23
2009-07-12
Retirement
199
18.813699
True
544
544
Ferretti Barth, Marisa
Liberal Party of Canada
Repentigny, Quebec
Chrétien, Joseph Jacques Jean
1997.09.22 - 2006.04.28 (Retirement)
1997-09-22
2006-04-28
Retirement
199
8.602740
True
546
546
Finestone, Sheila
Liberal Party of Canada
Montarville, Quebec
Chrétien, Joseph Jacques Jean
1999.08.11 - 2002.01.28 (Retirement)
1999-08-11
2002-01-28
Retirement
199
2.468493
True
547
547
Finley, Doug
Conservative Party of Canada
Ontario - South Coast, Ontario
Harper, Stephen
2009.08.27 - 2013.05.11 (Death)
2009-08-27
2013-05-11
Death
200
3.706849
True
548
548
Finnerty, Isobel
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
1999.09.02 - 2005.07.15 (Retirement)
1999-09-02
2005-07-15
Retirement
199
5.871233
True
551
551
Fitzpatrick, D. Ross
Liberal Party of Canada
Okanagan-Similkameen, British Columbia
Chrétien, Joseph Jacques Jean
1998.03.06 - 2008.02.04 (Retirement)
1998-03-06
2008-02-04
Retirement
199
9.923288
True
555
555
Forest, Jean B.
Liberal Party of Canada
Edmonton, Alberta
Chrétien, Joseph Jacques Jean
1996.05.16 - 1998.08.28 (Resignation)
1996-05-16
1998-08-28
Resignation
199
2.284932
True
559
559
Forrestall, J. Michael
Progressive Conservative Party
Dartmouth/Eastern Shore, Maritimes (Division)
Mulroney, Martin Brian
1990.09.27 - 2006.06.08 (Death)
1990-09-27
2006-06-08
Death
199
15.706849
True
561
561
Fortier, Michael
Conservative Party of Canada
Rougemont, Quebec
Harper, Stephen
2006.02.27 - 2008.09.07 (Resignation)
2006-02-27
2008-09-07
Resignation
200
2.528767
True
564
564
Fortin-Duplessis, Suzanne
Conservative Party of Canada
Rougemont, Quebec
Harper, Stephen
2009.01.14 -
2009-01-14
NaT
NaN
200
6.098630
False
573
573
Fox, Francis
Liberal Party of Canada
Victoria, Quebec
Martin, Paul Edgar Philippe
2005.08.29 - 2011.12.02 (Resignation)
2005-08-29
2011-12-02
Resignation
200
6.263014
True
574
574
Fraser, Joan
Liberal Party of Canada
De Lorimier, Quebec
Chrétien, Joseph Jacques Jean
1998.09.17 -
1998-09-17
NaT
NaN
199
16.432877
False
579
579
Frum, Linda
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
581
581
Furey, George J.
Liberal Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Chrétien, Joseph Jacques Jean
1999.08.11 -
1999-08-11
NaT
NaN
199
15.534247
False
582
582
Gauthier, Jean-Robert
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
1994.11.23 - 2004.10.22 (Retirement)
1994-11-23
2004-10-22
Retirement
199
9.920548
True
585
585
Gerstein, Irving
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
586
586
Ghitter, Ronald D.
Progressive Conservative Party
Alberta, Alberta
Mulroney, Martin Brian
1993.03.25 - 2000.03.31 (Resignation)
1993-03-25
2000-03-31
Resignation
199
7.021918
True
591
591
Gill, Aurélien
Liberal Party of Canada
Wellington, Quebec
Chrétien, Joseph Jacques Jean
1998.09.17 - 2008.08.26 (Retirement)
1998-09-17
2008-08-26
Retirement
199
9.947945
True
605
605
Goldstein, Yoine
Liberal Party of Canada
Rigaud, Quebec
Martin, Paul Edgar Philippe
2005.08.29 - 2009.05.11 (Retirement)
2005-08-29
2009-05-11
Retirement
200
3.701370
True
616
616
Greene, Stephen
Conservative Party of Canada
Halifax - The Citadel, Nova Scotia
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
618
618
Grimard, Normand
Progressive Conservative Party
Québec, Quebec (Division)
Mulroney, Martin Brian
1990.09.27 - 2000.06.16 (Retirement)
1990-09-27
2000-06-16
Retirement
199
9.726027
True
622
622
Gustafson, Leonard J.
Progressive Conservative Party
Saskatchewan, Saskatchewan
Mulroney, Martin Brian
1993.05.26 - 2008.11.10 (Retirement)
1993-05-26
2008-11-10
Retirement
199
15.471233
True
629
629
Harb, Mac
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
2003.09.09 - 2013.08.26 (Resignation)
2003-09-09
2013-08-26
Resignation
200
9.969863
True
635
635
Hatfield, Richard Bennett
Progressive Conservative Party
New Brunswick, New Brunswick
Mulroney, Martin Brian
1990.09.07 - 1991.04.26 (Death)
1990-09-07
1991-04-26
Death
199
0.632877
True
645
645
Hervieux-Payette, Céline
Liberal Party of Canada
Bedford, Quebec
Chrétien, Joseph Jacques Jean
1995.03.21 -
1995-03-21
NaT
NaN
199
19.928767
False
657
657
Housakos, Leo
Conservative Party of Canada
Wellington, Quebec
Harper, Stephen
2009.01.08 -
2009-01-08
NaT
NaN
200
6.115068
False
663
663
Hubley, Elizabeth
Liberal Party of Canada
Prince Edward Island, Prince Edward Island
Chrétien, Joseph Jacques Jean
2001.03.08 -
2001-03-08
NaT
NaN
200
13.958904
False
671
671
Jaffer, Mobina S.B.
Liberal Party of Canada
British Columbia, British Columbia
Chrétien, Joseph Jacques Jean
2001.06.13 -
2001-06-13
NaT
NaN
200
13.693151
False
673
673
Jessiman, Duncan James
Progressive Conservative Party
Manitoba, Manitoba
Mulroney, Martin Brian
1993.05.26 - 1998.06.05 (Retirement)
1993-05-26
1998-06-05
Retirement
199
5.030137
True
675
675
Johnson, Janis G.
Progressive Conservative Party
Winnipeg-Interlake, Western Provinces (Division)
Mulroney, Martin Brian
1990.09.27 -
1990-09-27
NaT
NaN
199
24.410959
False
677
677
Johnstone, Archibald Hynd
Liberal Party of Canada
Prince Edward Island, Prince Edward Island
Chrétien, Joseph Jacques Jean
1998.03.06 - 1999.06.12 (Retirement)
1998-03-06
1999-06-12
Retirement
199
1.268493
True
681
681
Joyal, Serge
Liberal Party of Canada
Kennebec, Quebec
Chrétien, Joseph Jacques Jean
1997.11.26 -
1997-11-26
NaT
NaN
199
17.241096
False
683
683
Kelleher, James Francis
Progressive Conservative Party
Ontario, Ontario
Mulroney, Martin Brian
1990.09.23 - 2005.10.02 (Retirement)
1990-09-23
2005-10-02
Retirement
199
15.035616
True
686
686
Kennedy, Betty
Liberal Party of Canada
Ontario, Ontario
Chrétien, Joseph Jacques Jean
2000.06.20 - 2001.01.04 (Retirement)
2000-06-20
2001-01-04
Retirement
200
0.542466
True
689
689
Keon, Wilbert Joseph
Progressive Conservative Party
Ottawa, Ontario (Division)
Mulroney, Martin Brian
1990.09.27 - 2010.05.17 (Retirement)
1990-09-27
2010-05-17
Retirement
199
19.649315
True
697
697
Kinsella, Noël A.
Progressive Conservative Party
Fredericton-York-Sunbury, New Brunswick
Mulroney, Martin Brian
1990.09.12 - 2014.11.27 (Resignation)
1990-09-12
2014-11-27
Resignation
199
24.224658
True
700
700
Kochhar, Vim
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2010.01.29 - 2011.09.21 (Retirement)
2010-01-29
2011-09-21
Retirement
201
1.643836
True
702
702
Kroft, Richard H.
Liberal Party of Canada
Manitoba, Manitoba
Chrétien, Joseph Jacques Jean
1998.06.11 - 2004.09.24 (Resignation)
1998-06-11
2004-09-24
Resignation
199
6.293151
True
723
723
Prud'homme, Marcel
Independent
La Salle, Quebec
Mulroney, Martin Brian
1993.05.26 - 2009.11.30 (Retirement)
1993-05-26
2009-11-30
Retirement
199
16.526027
True
727
727
Raine, Nancy Greene
Conservative Party of Canada
Thompson-Okanagan-Kootenay, British Columbia
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
745
745
Ringuette, Pierrette
Liberal Party of Canada
New Brunswick, New Brunswick
Chrétien, Joseph Jacques Jean
2002.12.12 -
2002-12-12
NaT
NaN
200
12.194521
False
747
747
Rivard, Michel
Conservative Party of Canada
The Laurentides, Quebec
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
748
748
Rivest, Jean-Claude
Progressive Conservative Party
Stadacona, Quebec
Mulroney, Martin Brian
1993.03.11 - 2015.01.31 (Resignation)
1993-03-11
2015-01-31
Resignation
199
21.906849
True
750
750
Roberge, Fernand
Progressive Conservative Party
Saurel, Quebec
Mulroney, Martin Brian
1993.05.26 - 2000.07.19 (Resignation)
1993-05-26
2000-07-19
Resignation
199
7.153425
True
757
757
Robichaud, Fernand
Liberal Party of Canada
Saint-Louis-de-Kent, New Brunswick
Chrétien, Joseph Jacques Jean
1997.09.22 - 2014.12.01 (Retirement)
1997-09-22
2014-12-01
Retirement
199
17.202740
True
766
766
Roche, Douglas
Independent
Edmonton, Alberta
Chrétien, Joseph Jacques Jean
1998.09.17 - 2004.06.14 (Retirement)
1998-09-17
2004-06-14
Retirement
199
5.745205
True
771
771
Rompkey, Bill
Liberal Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Chrétien, Joseph Jacques Jean
1995.09.21 - 2011.05.13 (Retirement)
1995-09-21
2011-05-13
Retirement
199
15.652055
True
776
776
Ross, James W.
Progressive Conservative Party
Maritimes Divisional, Maritimes (Division)
Mulroney, Martin Brian
1990.09.27 - 1993.05.25 (Resignation)
1990-09-27
1993-05-25
Resignation
199
2.660274
True
783
783
Roux, Jean-Louis
Liberal Party of Canada
Mille Isles, Quebec
Chrétien, Joseph Jacques Jean
1994.08.31 - 1996.08.08 (Resignation)
1994-08-31
1996-08-08
Resignation
199
1.939726
True
786
786
Ruck, Calvin Woodrow
Liberal Party of Canada
Nova Scotia, Nova Scotia
Chrétien, Joseph Jacques Jean
1998.06.11 - 2000.09.04 (Retirement)
1998-06-11
2000-09-04
Retirement
199
2.235616
True
787
787
Runciman, Bob
Conservative Party of Canada
Ontario - Thousand Islands and Rideau Lakes, O...
Harper, Stephen
2010.01.29 -
2010-01-29
NaT
NaN
201
5.057534
False
796
796
Segal, Hugh
Conservative Party of Canada
Kingston-Frontenac-Leeds, Ontario
Martin, Paul Edgar Philippe
2005.08.02 - 2014.06.15 (Resignation)
2005-08-02
2014-06-15
Resignation
200
8.873973
True
797
797
Seidman, Judith
Conservative Party of Canada
De la Durantaye, Quebec
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
799
799
Seth, Asha
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2012.01.06 - 2014.12.15 (Retirement)
2012-01-06
2014-12-15
Retirement
201
2.942466
True
800
800
Setlakwe, Raymond C.
Liberal Party of Canada
The Laurentides, Quebec
Chrétien, Joseph Jacques Jean
2000.06.20 - 2003.07.03 (Retirement)
2000-06-20
2003-07-03
Retirement
200
3.035616
True
807
807
Sibbeston, Nick G.
Liberal Party of Canada
Northwest Territories, Northwest Territories
Chrétien, Joseph Jacques Jean
1999.09.02 -
1999-09-02
NaT
NaN
199
15.473973
False
815
815
Smith, David P.
Liberal Party of Canada
Cobourg, Ontario
Chrétien, Joseph Jacques Jean
2002.06.25 -
2002-06-25
NaT
NaN
200
12.660274
False
820
820
Smith, Larry
Conservative Party of Canada
Saurel, Quebec
Harper, Stephen
2011.05.25 -
2011-05-25
NaT
NaN
201
3.739726
False
821
821
Smith, Larry
Conservative Party of Canada
Saurel, Quebec
Harper, Stephen
2010.12.18 - 2011.03.25 (Resignation)
2010-12-18
2011-03-25
Resignation
201
0.265753
True
828
828
Squires, Raymond
Liberal Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Chrétien, Joseph Jacques Jean
2000.06.09 - 2001.02.06 (Retirement)
2000-06-09
2001-02-06
Retirement
200
0.663014
True
829
829
St. Germain, Gerry
Progressive Conservative Party
Langley-Pemberton-Whistler, British Columbia
Mulroney, Martin Brian
1993.06.23 - 2012.11.06 (Retirement)
1993-06-23
2012-11-06
Retirement
199
19.386301
True
837
837
Stewart Olsen, Carolyn
Conservative Party of Canada
New Brunswick, New Brunswick
Harper, Stephen
2009.08.27 -
2009-08-27
NaT
NaN
200
5.482192
False
841
841
Stratton, Terry
Progressive Conservative Party
Red River, Manitoba
Mulroney, Martin Brian
1993.03.25 - 2013.03.16 (Retirement)
1993-03-25
2013-03-16
Retirement
199
19.989041
True
846
846
Sylvain, John
Progressive Conservative Party
Rougemont, Quebec
Mulroney, Martin Brian
1990.09.07 - 1996.02.01 (Resignation)
1990-09-07
1996-02-01
Resignation
199
5.405479
True
848
848
Tannas, Scott
Conservative Party of Canada
Alberta, Alberta
Harper, Stephen
2013.03.25 -
2013-03-25
NaT
NaN
201
1.904110
False
850
850
Tardif, Claudette
Liberal Party of Canada
Alberta, Alberta
Martin, Paul Edgar Philippe
2005.03.24 -
2005-03-24
NaT
NaN
200
9.912329
False
855
855
Taylor, Nicholas W.
Liberal Party of Canada
Bon Accord, Alberta
Chrétien, Joseph Jacques Jean
1996.03.07 - 2002.11.17 (Retirement)
1996-03-07
2002-11-17
Retirement
199
6.701370
True
857
857
Teed, Nancy Elizabeth
Progressive Conservative Party
Saint John, New Brunswick
Mulroney, Martin Brian
1990.08.30 - 1993.01.29 (Death)
1990-08-30
1993-01-29
Death
199
2.419178
True
870
870
Tkachuk, David
Progressive Conservative Party
Saskatchewan, Saskatchewan
Mulroney, Martin Brian
1993.06.08 -
1993-06-08
NaT
NaN
199
21.712329
False
876
876
Trenholme Counsell, Marilyn
Liberal Party of Canada
New Brunswick, New Brunswick
Chrétien, Joseph Jacques Jean
2003.09.09 - 2008.10.22 (Retirement)
2003-09-09
2008-10-22
Retirement
200
5.123288
True
878
878
Tunney, James
Liberal Party of Canada
Grafton, Ontario
Chrétien, Joseph Jacques Jean
2001.03.08 - 2002.06.16 (Retirement)
2001-03-08
2002-06-16
Retirement
200
1.273973
True
884
884
Twinn, Walter
Progressive Conservative Party
Alberta, Alberta
Mulroney, Martin Brian
1990.09.27 - 1997.10.30 (Death)
1990-09-27
1997-10-30
Death
199
7.095890
True
885
885
Unger, Betty E.
Conservative Party of Canada
Alberta, Alberta
Harper, Stephen
2012.01.06 -
2012-01-06
NaT
NaN
201
3.120548
False
890
890
Verner, Josée
Conservative Party of Canada
Montarville, Quebec
Harper, Stephen
2011.06.13 -
2011-06-13
NaT
NaN
201
3.687671
False
897
897
Wallace, John D.
Conservative Party of Canada
Rothesay, New Brunswick
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
898
898
Wallin, Pamela
Conservative Party of Canada
Saskatchewan, Saskatchewan
Harper, Stephen
2009.01.02 -
2009-01-02
NaT
NaN
200
6.131507
False
900
900
Waters, Stanley Charles
Reform Party
Alberta, Alberta
Mulroney, Martin Brian
1990.06.11 - 1991.09.25 (Death)
1990-06-11
1991-09-25
Death
199
1.290411
True
906
906
Wells, David M.
Conservative Party of Canada
Newfoundland and Labrador, Newfoundland and La...
Harper, Stephen
2013.01.25 -
2013-01-25
NaT
NaN
201
2.065753
False
907
907
Whelan, Eugene
Liberal Party of Canada
South Western Ontario, Ontario
Chrétien, Joseph Jacques Jean
1996.08.09 - 1999.07.11 (Retirement)
1996-08-09
1999-07-11
Retirement
199
2.920548
True
911
911
White, Vernon
Conservative Party of Canada
Ontario, Ontario
Harper, Stephen
2012.02.20 -
2012-02-20
NaT
NaN
201
2.997260
False
912
912
Wiebe, John (Jack)
Liberal Party of Canada
Saskatchewan, Saskatchewan
Chrétien, Joseph Jacques Jean
2000.04.07 - 2004.01.31 (Resignation)
2000-04-07
2004-01-31
Resignation
200
3.819178
True
923
923
Wilson, Lois
Independent
Toronto, Ontario
Chrétien, Joseph Jacques Jean
1998.06.11 - 2002.04.08 (Retirement)
1998-06-11
2002-04-08
Retirement
199
3.827397
True
932
932
Zimmer, Rod A. A.
Liberal Party of Canada
Manitoba, Manitoba
Martin, Paul Edgar Philippe
2005.08.02 - 2013.08.02 (Resignation)
2005-08-02
2013-08-02
Resignation
200
8.005479
True
In [51]:
In [51]:
In [ ]:
Content source: DataOrigami/senate-tenants
Similar notebooks: