Unnamed: 0
int64
0
2.52k
Age
int64
21
91
Tribe
stringclasses
3 values
Date_of_incidence
stringlengths
10
10
Breast_quadrant
stringclasses
9 values
Morphology
stringlengths
8
47
Date_last_checked
stringlengths
10
10
Status
stringclasses
3 values
Marital_status
stringclasses
5 values
Education
stringclasses
4 values
Religion
stringclasses
3 values
Tumour_differentiation
stringclasses
5 values
Diagnosis
stringclasses
4 values
Treatment
stringclasses
5 values
Diff
int64
0
0
2,162
49
Yoruba
2014-12-15
Upper-outer
Infiltrating duct carcinoma
2016-12-06
Alive
Married
Unknown
Muslim
Moderate
Symptomatic
Chemotherapy
0
127
35
Igbo
2005-07-01
No special type
Infiltrating duct carcinoma
2008-02-04
Alive
Married
Unknown
Christian
Moderate
Screening
Surgery
0
2,500
61
Yoruba
2015-05-12
Lower-outer
Intraductal papillary adenocarcinoma with invas
2015-12-15
Unknown
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
2,103
69
Yoruba
2016-03-07
Total lesion
Infiltrating duct carcinoma
2016-09-27
Alive
Married
Secondary
Muslim
Moderate
Symptomatic
Surgery
0
1,002
28
Igbo
2008-06-02
No special type
Fibromyxosarcoma
2009-08-20
Dead
Unknown
Unknown
Christian
Unknown
Symptomatic
Surgery
0
190
41
Igbo
2007-08-31
No special type
Infiltrating duct carcinoma
2010-07-09
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,229
53
Yoruba
2006-06-01
Lower-outer
Infiltrating duct carcinoma
2006-06-05
Dead
Married
Unknown
Christian
Unknown
Symptomatic
null
0
1,014
39
Yoruba
2008-12-23
No special type
Pleomorphic carcinoma
2008-12-23
Dead
Married
Unknown
Christian
Unknown
Unknown
Surgery
0
699
62
Yoruba
2010-03-25
Upper-outer
Infiltrating duct mixed with other types of car
2010-05-25
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
606
33
Yoruba
2010-05-27
Axillary tail
Infiltrating duct carcinoma
2011-01-07
Alive
Married
Unknown
Christian
Unknown
Asymptomatic
Surgery
0
180
62
Yoruba
2007-08-13
Upper-inner
Malignant tumor
2008-01-04
Alive
Unknown
Unknown
Christian
Unknown
Screening
Chemotherapy
0
301
64
Yoruba
2006-07-01
Axillary tail
Pleomorphic carcinoma
2008-08-26
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
1,096
56
Yoruba
2006-10-22
No special type
Pleomorphic carcinoma
2006-10-23
Dead
Married
Unknown
Muslim
Unknown
Unknown
Surgery
0
2,370
53
Yoruba
2017-09-19
Upper-outer
Infiltrating duct carcinoma
2017-11-03
Alive
Married
Secondary
Christian
Moderate
Symptomatic
Surgery
0
1,115
42
Yoruba
2012-01-31
Nipple
Infiltrating duct carcinoma
2012-08-14
Alive
Unknown
Unknown
Christian
Unknown
Symptomatic
Surgery
0
1,337
36
Igbo
2013-02-05
Upper-outer
Pleomorphic carcinoma
2013-03-08
Alive
Married
Unknown
Christian
Moderate
Symptomatic
null
0
16
34
Yoruba
2008-07-25
Central portion
Infiltrating duct carcinoma
2009-08-23
Dead
Married
Unknown
Christian
Well
Symptomatic
Surgery
0
2,503
55
Yoruba
2017-06-23
Total lesion
Duct carcinoma
2018-04-10
Alive
Married
Primary
Muslim
Moderate
Symptomatic
Chemotherapy
0
546
65
Yoruba
2010-01-14
No special type
Malignant tumor
2010-02-25
Dead
Married
Unknown
Muslim
Unknown
Symptomatic
Chemotherapy
0
658
57
Yoruba
2011-04-04
Upper-outer
Malignant tumor
2011-04-29
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
2,262
73
Yoruba
2017-04-28
Upper-outer
Intraductal papillary adenocarcinoma with invas
2017-05-15
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
2,291
44
Yoruba
2013-11-19
Upper-outer
Pleomorphic carcinoma
2017-09-19
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
1,601
40
Yoruba
2010-01-01
Lower-inner
Infiltrating duct carcinoma
2014-05-06
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
973
30
Yoruba
2008-05-02
No special type
Fibrosarcoma
2008-10-31
Dead
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
797
24
Igbo
2009-07-30
Upper-outer
Squamous cell carcinoma
2009-10-29
Alive
Single
Unknown
Christian
Unknown
Symptomatic
Surgery
0
225
35
Yoruba
2009-01-08
Axillary tail
Malignant tumor
2010-06-02
Alive
Married
Tertiary
Muslim
Unknown
Symptomatic
Chemotherapy
0
2,171
67
Yoruba
2016-09-16
Axillary tail
Infiltrating duct carcinoma
2016-11-29
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
1,896
36
Yoruba
2014-07-01
Upper-outer
Infiltrating duct carcinoma
2016-04-19
Alive
Married
Tertiary
Christian
Unknown
Symptomatic
Surgery
0
2,489
63
Igbo
2015-10-09
Axillary tail
Intraductal papillary adenocarcinoma with invas
2015-10-28
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
2,183
45
Yoruba
2015-04-29
Upper-outer
Mucinous adenocarcinoma
2016-07-29
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
1,790
46
Igbo
2012-12-03
No special type
Pleomorphic carcinoma
2013-05-10
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,070
60
Others
2008-07-31
No special type
Infiltrating duct carcinoma
2008-11-13
Unknown
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
469
45
Igbo
2009-08-20
No special type
Pleomorphic carcinoma
2010-08-03
Alive
Married
Secondary
Christian
Moderate
Symptomatic
Surgery
0
968
60
Yoruba
2008-04-22
No special type
Pleomorphic carcinoma
2008-10-31
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
2,499
38
Yoruba
2015-02-12
Lower-inner
Intraductal papillary adenocarcinoma with invas
2015-09-29
Dead
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
639
34
Yoruba
2009-12-02
Nipple
Malignant tumor
2010-12-03
Alive
Married
Unknown
Christian
Unknown
Asymptomatic
Chemotherapy
0
2,333
39
Yoruba
2017-02-28
Total lesion
Malignant tumor
2017-10-17
Alive
Married
Unknown
Muslim
Unknown
Symptomatic
null
0
1,312
56
Yoruba
2012-10-09
No special type
Infiltrating duct carcinoma
2016-11-22
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
Surgery
0
1,248
64
Yoruba
2009-04-20
Upper-outer
Pleomorphic carcinoma
2018-04-27
Dead
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
1,512
39
Yoruba
2012-06-30
No special type
Pleomorphic carcinoma
2014-01-28
Alive
Married
Unknown
Muslim
Unknown
Symptomatic
Chemotherapy
0
2,271
29
Igbo
2016-12-17
Total lesion
Intraductal papillary adenocarcinoma with invas
2017-08-18
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
1,624
34
Yoruba
2014-02-14
No special type
Lobular carcinoma
2014-06-13
Alive
Married
Unknown
Muslim
Unknown
Symptomatic
Surgery
0
2,451
60
Yoruba
2011-01-20
No special type
Pleomorphic carcinoma
2011-01-28
Dead
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
1,395
42
Yoruba
2013-04-09
Total lesion
Malignant tumor
2013-09-13
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
2,407
55
Yoruba
2015-12-13
Upper-outer
Infiltrating duct carcinoma
2017-12-19
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,700
32
Yoruba
2011-12-02
Axillary tail
Pleomorphic carcinoma
2011-12-13
Unknown
Unknown
Unknown
Unknown
Moderate
Unknown
Others
0
160
33
Yoruba
2007-06-07
Axillary tail
Malignant tumor
2007-12-14
Alive
Married
Unknown
Unknown
Unknown
Symptomatic
Chemotherapy
0
1,801
42
Igbo
2012-01-19
Upper-outer
Infiltrating duct carcinoma
2018-03-13
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
970
25
Igbo
2008-05-01
No special type
Infiltrating duct and lobular carcinoma
2008-10-31
Dead
Unknown
Unknown
Christian
Unknown
Symptomatic
Surgery
0
2,446
56
Yoruba
2011-01-13
Upper-outer
Pleomorphic carcinoma
2011-01-27
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
877
51
Yoruba
2011-11-14
No special type
Infiltrating duct mixed with other types of car
2012-01-17
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
2,016
55
Igbo
2016-04-12
No special type
Pleomorphic carcinoma
2016-07-12
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,981
38
Yoruba
2014-08-19
Lower-inner
Pleomorphic carcinoma
2016-08-02
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
98
42
Yoruba
2006-06-11
Nipple
Pleomorphic carcinoma
2006-06-28
Alive
Married
Unknown
Christian
Unknown
Unknown
Chemotherapy
0
2,377
40
Others
2017-06-16
Upper-outer
Pleomorphic carcinoma
2017-10-20
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
Chemotherapy
0
253
28
Yoruba
2007-09-11
No special type
Adenocarcinoma
2008-02-19
Alive
Married
Tertiary
Muslim
Unknown
Screening
Surgery
0
103
48
Yoruba
2006-06-16
No special type
Pleomorphic carcinoma
2009-08-07
Alive
Married
Unknown
Muslim
Well
Screening
Surgery
0
1,542
36
Others
2014-02-14
Total lesion
Infiltrating duct carcinoma
2015-05-19
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,540
55
Yoruba
2010-01-12
Lower-inner
Pleomorphic carcinoma
2010-02-02
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
1,745
53
Yoruba
2014-02-04
Lower-inner
Duct carcinoma
2014-08-11
Alive
Married
Unknown
Muslim
Poor
Symptomatic
Surgery
0
586
71
Yoruba
2009-07-01
Axillary tail
Infiltrating duct carcinoma
2010-06-10
Alive
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
627
56
Yoruba
2010-03-23
Axillary tail
Adenocarcinoma
2010-07-06
Alive
Married
Unknown
Christian
Unknown
Asymptomatic
Others
0
1,793
69
Yoruba
2012-06-02
No special type
Infiltrating duct carcinoma
2013-01-15
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
2,200
58
Igbo
2016-11-15
Lower-inner
Intraductal papillary adenocarcinoma with invas
2016-12-22
Alive
Married
Unknown
Christian
Moderate
Symptomatic
null
0
403
36
Yoruba
2007-12-01
No special type
Papillary carcinoma
2010-05-25
Alive
Married
Unknown
Christian
Unknown
Screening
Surgery
0
1,244
43
Yoruba
2009-04-17
Total lesion
Pleomorphic carcinoma
2014-06-09
Dead
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
1,779
69
Yoruba
2008-06-30
Upper-outer
Infiltrating duct carcinoma
2011-09-09
Dead
Married
Unknown
Muslim
Unknown
Symptomatic
Surgery
0
2,153
65
Yoruba
2016-06-21
Upper-outer
Duct carcinoma
2016-11-22
Alive
Married
Secondary
Christian
Moderate
Symptomatic
Chemotherapy
0
2,390
40
Others
2017-10-27
Upper-outer
Infiltrating duct carcinoma
2017-12-08
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
null
0
452
42
Igbo
2009-03-01
No special type
Infiltrating duct carcinoma
2009-12-15
Alive
Married
Unknown
Christian
Unknown
Screening
Surgery
0
1,422
29
Yoruba
2009-09-29
Lower-inner
Glycogen-rich carcinoma
2009-10-13
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
2,146
47
Yoruba
2016-10-06
No special type
Infiltrating duct carcinoma
2016-11-04
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
Surgery
0
880
40
Yoruba
2008-01-04
No special type
Fibromyxosarcoma
2013-02-12
Dead
Married
Unknown
Unknown
Unknown
Symptomatic
Surgery
0
2,447
65
Yoruba
2017-03-08
Upper-outer
Pleomorphic carcinoma
2017-10-10
Dead
Married
Tertiary
Christian
Moderate
Symptomatic
Surgery
0
623
36
Igbo
2010-07-06
Axillary tail
Lobular carcinoma
2011-04-01
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
2,328
54
Yoruba
2017-08-08
Axillary tail
Duct carcinoma
2017-09-26
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
1,884
39
Igbo
2015-12-08
No special type
Infiltrating duct carcinoma
2016-04-29
Alive
Married
Tertiary
Christian
Unknown
Symptomatic
Chemotherapy
0
262
32
Yoruba
2008-02-22
No special type
Mucinous adenocarcinoma
2010-08-06
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
1,731
48
Yoruba
2011-06-28
No special type
Pleomorphic carcinoma
2011-07-15
Unknown
Married
Unknown
Christian
Moderate
Unknown
Others
0
1,535
35
Igbo
2010-01-06
No special type
Infiltrating duct carcinoma
2010-02-12
Dead
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
2,300
47
Yoruba
2017-07-25
Lower-inner
Intraductal papillary adenocarcinoma with invas
2017-09-21
Alive
Married
Secondary
Muslim
Moderate
Symptomatic
Surgery
0
2,066
46
Others
2014-10-28
Axillary tail
Pleomorphic carcinoma
2016-08-26
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
1,899
52
Yoruba
2016-03-14
Total lesion
Intraductal papillary adenocarcinoma with invas
2016-04-12
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
640
57
Yoruba
2010-06-25
No special type
Infiltrating duct mixed with other types of car
2011-04-29
Alive
Unknown
Unknown
Muslim
Well
Symptomatic
Surgery
0
2,380
55
Yoruba
2015-07-31
Upper-outer
Duct carcinoma
2017-11-21
Alive
Married
Unknown
Muslim
Moderate
Symptomatic
Surgery
0
2,056
46
Igbo
2015-05-08
Upper-outer
Duct carcinoma
2016-08-19
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Chemotherapy
0
488
60
Yoruba
2009-10-13
Upper-outer
Carcinoma
2009-10-16
Alive
Married
Unknown
Muslim
Unknown
Asymptomatic
null
0
1,940
45
Yoruba
2015-08-13
Upper-outer
Pleomorphic carcinoma
2016-06-02
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
1,831
52
Yoruba
2015-11-11
No special type
Malignant tumor
2016-02-23
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
146
53
Igbo
2007-01-02
No special type
Infiltrating duct carcinoma
2008-01-08
Alive
Married
Unknown
Christian
Moderate
Screening
Surgery
0
1,631
59
Yoruba
2010-05-04
Lower-inner
Pleomorphic carcinoma
2010-05-08
Dead
Married
Unknown
Christian
Moderate
Symptomatic
Surgery
0
2,083
52
Yoruba
2014-05-16
No special type
Intraductal papillary adenocarcinoma with invas
2015-12-08
Alive
Married
Unknown
Christian
Moderate
Symptomatic
Radiotherapy
0
1,464
67
Yoruba
2013-09-24
No special type
Pseudosarcomatous carcinoma
2013-11-19
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
2,468
38
Igbo
2017-08-16
Upper-outer
Intraductal papillary adenocarcinoma with invas
2017-09-29
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
Palliative Care
0
659
51
Yoruba
2010-10-21
Axillary tail
Infiltrating duct mixed with other types of car
2011-04-12
Alive
Married
Unknown
Christian
Unknown
Screening
Surgery
0
1,891
40
Yoruba
2015-07-01
Upper-outer
Intraductal papillary adenocarcinoma with invas
2016-02-16
Alive
Married
Unknown
Christian
Unknown
Symptomatic
Chemotherapy
0
186
47
Yoruba
2007-08-24
No special type
Infiltrating duct carcinoma
2015-11-06
Dead
Married
Unknown
Christian
Unknown
Symptomatic
Surgery
0
1,237
27
Yoruba
2009-04-07
Upper-inner
Lipid-rich carcinoma
2014-06-09
Dead
Unknown
Unknown
Christian
Moderate
Symptomatic
Surgery
0
608
31
Yoruba
2009-08-30
Axillary tail
Papillary carcinoma
2011-02-01
Alive
Single
Tertiary
Christian
Moderate
Symptomatic
Surgery
0
2,293
64
Yoruba
2017-06-13
Upper-outer
Pleomorphic carcinoma
2017-09-19
Alive
Married
Tertiary
Christian
Moderate
Symptomatic
Surgery
0