vDataFrame.abs¶

In [ ]:

vDataFrame.abs(columns: list = [], **agg_kwds)

Applies the absolute value function to all the input vcolumns.

Parameters¶

Name	Type	Optional	Description
columns	list	✓	List of the vcolumns names. If empty, all the numerical vcolumns will be used.
**agg_kwds	any	✓	Any optional parameter to pass to the Aggregate function.

Returns¶

vDataFrame : self

Example¶

In [100]:

from verticapy.datasets import load_titanic
titanic = load_titanic().normalize()
display(titanic)

	123 fare Float	123 Float	Abc sex Varchar(20)	Abc boat Varchar(100)	123 pclass Float	123 age Float	Abc ticket Varchar(36)	Abc Varchar(164)	Abc embarked Varchar(20)	Abc cabin Varchar(30)	123 body Float	123 Float	Abc home.dest Varchar(100)	123 Float
1	2.2335228377568673306163744003		female	[null]	-1.52458485653939825566284767748	-1.9502503129565278908367342155	113781		S	C22 C26	[null]		Montreal, PQ / Chesterville, ON
2	2.2335228377568673306163744003		male	[null]	-1.52458485653939825566284767748	-0.0105614239550127329564098413	113781		S	C22 C26	-0.30177333429701812091999864		Montreal, PQ / Chesterville, ON
3	2.2335228377568673306163744003		female	[null]	-1.52458485653939825566284767748	-0.3569344398481404397207534796	113781		S	C22 C26	[null]		Montreal, PQ / Chesterville, ON
4	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	0.6129100046526171392194087075	112050		S	A36	[null]		Belfast, NI
5	0.2951864297839290254556257484		male	[null]	-1.52458485653939825566284767748	2.8296973063686344625112079923	PC 17609		C	[null]	-1.47183603843091257442431516		Montevideo, Uruguay
6	3.6766504196440590399722506719		male	[null]	-1.52458485653939825566284767748	1.1671068300816214700423585287	PC 17757		C	C62 C64	-0.41567324354899014736732149		New York, NY
7	-0.1526950296281732549424535906		male	[null]	-1.52458485653939825566284767748	[null]	PC 17318		S	[null]	[null]		New York, NY
8	4.0564660234861111358187558479		male	[null]	-1.52458485653939825566284767748	-0.4262090430267659810736222072	PC 17558		C	B58 B60	[null]		Montreal, PQ
9	0.7840642993307746538800662293		male	A	-1.52458485653939825566284767748	0.4050861951167405151608025246	13050		C	C6	[null]		Winnipeg, MN
10	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	-0.3569344398481404397207534796	13905		C	[null]	-0.16716435063559663511861709		San Francisco, CA
11	0.0291798844431641668026272294		male	[null]	-1.52458485653939825566284767748	1.0285576237243703873366210734	113784		S	T	[null]		Trenton, NJ
12	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	0.8207338141884937632780148905	110489		S	D22	[null]		London / Winnipeg, MB
13	-0.0657939610248971500355350787		male	[null]	-1.52458485653939825566284767748	0.7514592110098682219251461628	113054		S	A21	[null]		Pomeroy, WA
14	0.3140216428171549458109700973		male	[null]	-1.52458485653939825566284767748	1.2363814332602470113952272564	PC 17591		C	B10	0.45410788164788714550314389		Omaha, NE
15	0.1070584377269744466099203220		male	[null]	-1.52458485653939825566284767748	[null]	112379		C	[null]	[null]		Philadelphia, PA
16	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	1.0285576237243703873366210734	113050		S	B38	[null]		Washington, DC
17	-0.0562965764780910183517188479		male	[null]	-1.52458485653939825566284767748	[null]	113798		S	[null]	[null]		[null]
18	-0.5501605729120098659101628500		male	[null]	-1.52458485653939825566284767748	0.1972623855808638911021963416	695		S	B51 B53 B55	[null]		New York, NY
19	0.2495192059290664218671637842		male	[null]	-1.52458485653939825566284767748	-0.1491106303122638156621472966	113059		S	[null]	[null]		Montevideo, Uruguay
20	0.2495192059290664218671637842		male	[null]	-1.52458485653939825566284767748	-0.9111312652771447705437033008	113059		S	[null]	[null]		Montevideo, Uruguay
21	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	1.3056560364388725527480959840	19924		S	[null]	[null]		Ascot, Berkshire / Rochester, NY
22	0.8526031246512557837894944406		male	[null]	-1.52458485653939825566284767748	0.4050861951167405151608025246	19877		S	C46	0.08134454227779687713008730		Little Onn Hall, Staffs
23	0.5168705809216590287665906814		male	[null]	-1.52458485653939825566284767748	1.0978322269029959286894898011	W.E.P. 5734		S	E31	[null]		Amenia, ND
24	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	[null]	112051		S	[null]	[null]		Liverpool, England / Belfast
25	1.9529549024289393108657488362		male	[null]	-1.52458485653939825566284767748	-0.2183852334908893570150160243	13508		C	C89	[null]		Los Angeles, CA
26	0.3425935744877665123685628461		male	[null]	-1.52458485653939825566284767748	[null]	110465		S	A14	[null]		Stoughton, MA
27	-0.1591057641972673938290295464		male	[null]	-1.52458485653939825566284767748	1.1671068300816214700423585287	5727		S	E58	[null]		Victoria, BC
28	0.9344382883372654980562653750		male	[null]	-1.52458485653939825566284767748	0.4743607982953660565136712522	PC 17756		C	E52	[null]		Lakewood, NJ
29	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	[null]	113791		S	[null]	[null]		Roachdale, IN
30	0.7034941872663995163535796169		male	[null]	-1.52458485653939825566284767748	2.7604227031900089211583392647	WE/P 5735		S	B22	1.08573465113609565580193423		Milwaukee, WI
31	0.7088754053506198705656298932		male	[null]	-1.52458485653939825566284767748	0.6129100046526171392194087075	PC 17599		C	C85	[null]		New York, NY
32	0.3425935744877665123685628461		male	[null]	-1.52458485653939825566284767748	0.0587131792236128083964588863	F.C. 12750		S	B71	[null]		Montreal, PQ
33	1.3763838824076139461519595697		male	[null]	-1.52458485653939825566284767748	1.3749306396174980941009647117	PC 17761		C	C86	-1.05765455024192338734314117		Deephaven, MN / Cedar Rapids, IA
34	-0.0809897762997869607296410480		male	[null]	-1.52458485653939825566284767748	0.6129100046526171392194087075	PC 17580		C	A18	-0.32248240870646758027405734		Philadelphia, PA
35	-0.0433953293097095690724228800		female	[null]	-1.52458485653939825566284767748	0.4050861951167405151608025246	PC 17531		C	A29	[null]		New York, NY
36	3.5675102753859816971145080739		male	[null]	-1.52458485653939825566284767748	[null]	PC 17483		S	C95	[null]		[null]
37	-0.1180295760323308742965243482		male	[null]	-1.52458485653939825566284767748	-0.0105614239550127329564098413	113051		C	C111	[null]		New York, NY
38	4.3504898532399540829390122478		male	[null]	-1.52458485653939825566284767748	-0.7725820589198936878379658455	19950		S	C23 C25 C27	[null]		Winnipeg, MB
39	4.3504898532399540829390122478		male	[null]	-1.52458485653939825566284767748	2.3447750841182556730411268988	19950		S	C23 C25 C27	[null]		Winnipeg, MB
40	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	[null]	113778		S	D34	[null]		Westcliff-on-Sea, Essex
41	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	[null]	112058		S	B102	[null]		[null]
42	0.3634878204907400020729585539		male	[null]	-1.52458485653939825566284767748	0.4743607982953660565136712522	113803		S	C123	[null]		Scituate, MA
43	0.0861641917240009569055246142		male	[null]	-1.52458485653939825566284767748	1.1671068300816214700423585287	111320		S	E63	1.14786187436444403386411033		St Anne's-on-Sea, Lancashire
44	0.8592512938340200759681658021		male	[null]	-1.52458485653939825566284767748	-0.4262090430267659810736222072	PC 17593		C	B86	[null]		[null]
45	0.0131141087437869144462836933		male	[null]	-1.52458485653939825566284767748	2.8296973063686344625112079923	PC 17754		C	A5	[null]		New York, NY
46	2.2698503336484007843069714832		male	[null]	-1.52458485653939825566284767748	0.5436354014739915978665399799	PC 17582		S	C91	-0.17751888784032136479564644		Winnipeg, MB
47	0.8592512938340200759681658021		male	[null]	-1.52458485653939825566284767748	1.0978322269029959286894898011	PC 17593		C	B82 B84	[null]		New York, NY
48	0.1602437911890887840392912145		male	[null]	-1.52458485653939825566284767748	[null]	113796		S	[null]	[null]		[null]
49	0.9404539317092125018647945756		male	[null]	-1.52458485653939825566284767748	1.0285576237243703873366210734	36973		S	C83	[null]		New York, NY
50	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	0.6821846078312426805722774352	112059		S	B94	-0.56063676441513636284573238		[null]
51	1.1308764918726754421253100033		male	[null]	-1.52458485653939825566284767748	1.7213036555106258008653083499	12749		S	B69	1.47920706491563538352904952		Montreal, PQ
52	0.1621432680984500103760544607		male	[null]	-1.52458485653939825566284767748	0.8207338141884937632780148905	113038		S	B11	[null]		London / Middlesex
53	0.3399817937373948261555133826		male	[null]	-1.52458485653939825566284767748	[null]	17463		S	E46	[null]		Brighton, MA
54	0.3046040363005419856332979228		male	[null]	-1.52458485653939825566284767748	1.7213036555106258008653083499	680		S	C39	[null]		London / Birmingham
55	0.3425935744877665123685628461		male	[null]	-1.52458485653939825566284767748	0.8207338141884937632780148905	113789		S	[null]	-1.30616344315531689959184557		New York, NY
56	-0.0620747852363678688681526427		male	14	-1.52458485653939825566284767748	[null]	PC 17600		C	[null]	[null]		New York, NY
57	-0.0997471107797290708051781039		female	[null]	-1.52458485653939825566284767748	1.3749306396174980941009647117	PC 17595		C	C49	[null]		Paris, France New York, NY
58	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	1.0978322269029959286894898011	694		S	[null]	-0.87127288055687825315661288		Bennington, VT
59	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	1.3749306396174980941009647117	113044		S	E60	[null]		London
60	3.3722592449189225195059404744		male	[null]	-1.52458485653939825566284767748	0.1626250839915511204257619778	113503		C	C132	-1.23368168272224379185264012		[null]
61	-0.0809897762997869607296410480		male	[null]	-1.52458485653939825566284767748	1.9291274650465024249239145329	11771		C	B37	0.97183474188412362935461138		Buffalo, NY
62	0.3399817937373948261555133826		male	[null]	-1.52458485653939825566284767748	0.7514592110098682219251461628	17464		S	D21	[null]		Southington / Noank, CT
63	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	[null]	113028		S	C124	[null]		Portland, OR
64	-0.1185842232898643523868592161		male	[null]	-1.52458485653939825566284767748	[null]	PC 17612		C	[null]	[null]		Chicago, IL
65	-0.0752913455717032817193513095		male	[null]	-1.52458485653939825566284767748	-0.0798360271336382743092785690	113501		S	D6	-0.39496416913954068801326279		Springfield, MA
66	0.2191275753792868004789518456		male	[null]	-1.52458485653939825566284767748	-0.0105614239550127329564098413	113801		S	[null]	[null]		London / New York, NY
67	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	-0.0105614239550127329564098413	110469		S	C106	[null]		Brockton, MA
68	0.3634878204907400020729585539		male	[null]	-1.52458485653939825566284767748	-0.7725820589198936878379658455	113773		S	D30	[null]		New York, NY
69	0.7840642993307746538800662293		male	[null]	-1.52458485653939825566284767748	1.0978322269029959286894898011	13050		C	C6	1.32388900684476443837360928		Vancouver, BC
70	0.3399817937373948261555133826		male	[null]	-1.52458485653939825566284767748	1.6520290523320002595124396223	17463		S	E46	0.11240815389197106616117535		Dorchester, MA
71	0.9156809538573233879807283191		male	[null]	-1.52458485653939825566284767748	-0.1491106303122638156621472966	PC 17604		C	[null]	[null]		New York, NY
72	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	2.4140496872968812143939956264	13509		S	E38	0.87864390704160106226134724		East Bridgewater, MA
73	1.0643948000450325203385963876		male	[null]	-1.52458485653939825566284767748	0.9592830205457448459837523458	19928		Q	C78	0.68190770015183119839778959		Fond du Lac, WI
74	-0.0657939610248971500355350787		male	[null]	-1.52458485653939825566284767748	1.7213036555106258008653083499	113787		S	C30	[null]		Montreal, PQ
75	0.1602437911890887840392912145		male	[null]	-1.52458485653939825566284767748	1.1671068300816214700423585287	113796		S	[null]	[null]		Washington, DC
76	-0.0809897762997869607296410480		male	[null]	-1.52458485653939825566284767748	0.4743607982953660565136712522	PC 17596		C	C118	[null]		Brooklyn, NY
77	1.5064980506988579502202419318		male	[null]	-1.52458485653939825566284767748	1.9291274650465024249239145329	35273		C	D48	-0.43638231795843960672138019		Lexington, MA
78	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	2.3447750841182556730411268988	693		S	[null]	1.02360742790774727773975813		Isle of Wight, England
79	0.5321461742267420109668407071		male	[null]	-1.52458485653939825566284767748	2.4140496872968812143939956264	113509		C	B30	0.72332584897073011710590699		Providence, RI
80	-0.1185842232898643523868592161		male	[null]	-1.52458485653939825566284767748	-0.1144733287229510449857129328	PC 17562		C	D43	0.25737167475811728163958625		?Havana, Cuba
81	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	[null]	112052		S	[null]	[null]		Belfast
82	-0.1037834992121216767708000020		male	[null]	-1.52458485653939825566284767748	1.0631949253136831580130554372	113043		S	C124	0.01921731904944849906791120		Surbiton Hill, Surrey
83	1.1308764918726754421253100033		male	[null]	-1.52458485653939825566284767748	-0.4954836462053915224264909349	12749		S	B24	[null]		Montreal, PQ
84	0.6199172032545055575359967857		male	[null]	-1.52458485653939825566284767748	-0.0798360271336382743092785690	113776		S	C2	[null]		Isleworth, England
85	1.4233959359143042979868499122		male	[null]	-1.52458485653939825566284767748	-0.8418566620985192291908345731	PC 17758		C	C65	[null]		Madrid, Spain
86	0.3425935744877665123685628461		male	[null]	-1.52458485653939825566284767748	1.1671068300816214700423585287	110465		S	C110	0.44375334444316241582611455		Worcester, MA
87	-0.6451344183800711827483251581		male	[null]	-1.52458485653939825566284767748	0.5436354014739915978665399799	19972		S	[null]	[null]		Rotterdam, Netherlands
88	1.9311887965245690182727787985		male	[null]	-1.52458485653939825566284767748	-0.5647582493840170637793596625	PC 17760		C	[null]	0.70261677456128065775184829		[null]
89	3.6766504196440590399722506719		male	[null]	-1.52458485653939825566284767748	[null]	PC 17757		C	[null]	[null]		[null]
90	0.3140216428171549458109700973		male	[null]	-1.52458485653939825566284767748	0.0587131792236128083964588863	PC 17590		S	A24	[null]		Trenton, NJ
91	0.3046040363005419856332979228		male	[null]	-1.52458485653939825566284767748	[null]	113767		S	A32	[null]		Seattle, WA
92	0.1170306915011208848779273644		male	[null]	-1.52458485653939825566284767748	0.4050861951167405151608025246	13049		C	A10	[null]		Winnipeg, MB
93	0.4831548657804972612890430621		male	[null]	-1.52458485653939825566284767748	1.7213036555106258008653083499	PC 17603		C	[null]	[null]		New York, NY
94	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	0.1972623855808638911021963416	113790		S	[null]	-0.57099130161986109252276173		London
95	4.3386181225564464183342419593		male	[null]	-1.52458485653939825566284767748	2.1369512745823790489825207158	PC 17608		C	B57 B59 B63 B66	[null]		Haverford, PA / Cooperstown, NY
96	0.4166731739528543395023294464		male	[null]	-1.52458485653939825566284767748	1.3749306396174980941009647117	13507		S	E44	[null]		Duluth, MN
97	-0.1408232989446655903376833021		male	[null]	-1.52458485653939825566284767748	1.7905782586892513422181770776	113792		S	[null]	[null]		New York, NY
98	-0.0620747852363678688681526427		male	[null]	-1.52458485653939825566284767748	1.7905782586892513422181770776	17764		C	A7	[null]		St James, Long Island, NY
99	0.4945517272366646193096225390		male	[null]	-1.52458485653939825566284767748	-0.4262090430267659810736222072	13695		S	C31	[null]		Huntington, WV
100	-0.1512704219461523351898811560		male	[null]	-1.52458485653939825566284767748	[null]	113056		S	A19	[null]		Streatham, Surrey

Rows: 1-100 of 1234 | Columns: 14

In [101]:

titanic.abs()

	123 fare Numeric(46,28)	123 survived Numeric(63,30)	Abc sex Varchar(20)	Abc boat Varchar(100)	123 pclass Numeric(62,29)	123 age Numeric(44,28)	Abc ticket Varchar(36)	Abc Varchar(164)	Abc embarked Varchar(20)	Abc cabin Varchar(30)	123 body Numeric(57,26)	123 parch Numeric(63,30)	Abc home.dest Varchar(100)	123 sibsp Numeric(62,30)
1	2.2335228377568673306163744003	0.757307371153963162979989569746	female	[null]	1.52458485653939825566284767748	1.9502503129565278908367342155	113781		S	C22 C26	[null]	1.866851401077760435621662793693	Montreal, PQ / Chesterville, ON	0.476361452530317344428951316723
2	2.2335228377568673306163744003	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0105614239550127329564098413	113781		S	C22 C26	0.30177333429701812091999864	1.866851401077760435621662793693	Montreal, PQ / Chesterville, ON	0.476361452530317344428951316723
3	2.2335228377568673306163744003	0.757307371153963162979989569746	female	[null]	1.52458485653939825566284767748	0.3569344398481404397207534796	113781		S	C22 C26	[null]	1.866851401077760435621662793693	Montreal, PQ / Chesterville, ON	0.476361452530317344428951316723
4	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.6129100046526171392194087075	112050		S	A36	[null]	0.435691956173569945178825405433	Belfast, NI	0.484145136395191051224867122640
5	0.2951864297839290254556257484	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.8296973063686344625112079923	PC 17609		C	[null]	1.47183603843091257442431516	0.435691956173569945178825405433	Montevideo, Uruguay	0.484145136395191051224867122640
6	3.6766504196440590399722506719	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.1671068300816214700423585287	PC 17757		C	C62 C64	0.41567324354899014736732149	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
7	0.1526950296281732549424535906	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	PC 17318		S	[null]	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
8	4.0564660234861111358187558479	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4262090430267659810736222072	PC 17558		C	B58 B60	[null]	0.715579722452095245221418694130	Montreal, PQ	0.484145136395191051224867122640
9	0.7840642993307746538800662293	0.757307371153963162979989569746	male	A	1.52458485653939825566284767748	0.4050861951167405151608025246	13050		C	C6	[null]	0.435691956173569945178825405433	Winnipeg, MN	0.484145136395191051224867122640
10	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.3569344398481404397207534796	13905		C	[null]	0.16716435063559663511861709	0.435691956173569945178825405433	San Francisco, CA	0.484145136395191051224867122640
11	0.0291798844431641668026272294	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0285576237243703873366210734	113784		S	T	[null]	0.435691956173569945178825405433	Trenton, NJ	0.484145136395191051224867122640
12	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.8207338141884937632780148905	110489		S	D22	[null]	0.435691956173569945178825405433	London / Winnipeg, MB	0.484145136395191051224867122640
13	0.0657939610248971500355350787	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.7514592110098682219251461628	113054		S	A21	[null]	0.435691956173569945178825405433	Pomeroy, WA	0.484145136395191051224867122640
14	0.3140216428171549458109700973	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.2363814332602470113952272564	PC 17591		C	B10	0.45410788164788714550314389	0.435691956173569945178825405433	Omaha, NE	0.484145136395191051224867122640
15	0.1070584377269744466099203220	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	112379		C	[null]	[null]	0.435691956173569945178825405433	Philadelphia, PA	0.484145136395191051224867122640
16	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0285576237243703873366210734	113050		S	B38	[null]	0.435691956173569945178825405433	Washington, DC	0.484145136395191051224867122640
17	0.0562965764780910183517188479	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113798		S	[null]	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
18	0.5501605729120098659101628500	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1972623855808638911021963416	695		S	B51 B53 B55	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
19	0.2495192059290664218671637842	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1491106303122638156621472966	113059		S	[null]	[null]	0.435691956173569945178825405433	Montevideo, Uruguay	0.484145136395191051224867122640
20	0.2495192059290664218671637842	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.9111312652771447705437033008	113059		S	[null]	[null]	0.435691956173569945178825405433	Montevideo, Uruguay	0.484145136395191051224867122640
21	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.3056560364388725527480959840	19924		S	[null]	[null]	0.435691956173569945178825405433	Ascot, Berkshire / Rochester, NY	0.484145136395191051224867122640
22	0.8526031246512557837894944406	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4050861951167405151608025246	19877		S	C46	0.08134454227779687713008730	0.435691956173569945178825405433	Little Onn Hall, Staffs	0.476361452530317344428951316723
23	0.5168705809216590287665906814	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0978322269029959286894898011	W.E.P. 5734		S	E31	[null]	0.435691956173569945178825405433	Amenia, ND	0.476361452530317344428951316723
24	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	112051		S	[null]	[null]	0.435691956173569945178825405433	Liverpool, England / Belfast	0.484145136395191051224867122640
25	1.9529549024289393108657488362	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.2183852334908893570150160243	13508		C	C89	[null]	0.435691956173569945178825405433	Los Angeles, CA	0.476361452530317344428951316723
26	0.3425935744877665123685628461	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	110465		S	A14	[null]	0.435691956173569945178825405433	Stoughton, MA	0.484145136395191051224867122640
27	0.1591057641972673938290295464	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.1671068300816214700423585287	5727		S	E58	[null]	0.435691956173569945178825405433	Victoria, BC	0.484145136395191051224867122640
28	0.9344382883372654980562653750	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4743607982953660565136712522	PC 17756		C	E52	[null]	0.715579722452095245221418694130	Lakewood, NJ	0.476361452530317344428951316723
29	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113791		S	[null]	[null]	0.435691956173569945178825405433	Roachdale, IN	0.484145136395191051224867122640
30	0.7034941872663995163535796169	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.7604227031900089211583392647	WE/P 5735		S	B22	1.08573465113609565580193423	0.715579722452095245221418694130	Milwaukee, WI	0.476361452530317344428951316723
31	0.7088754053506198705656298932	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.6129100046526171392194087075	PC 17599		C	C85	[null]	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
32	0.3425935744877665123685628461	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0587131792236128083964588863	F.C. 12750		S	B71	[null]	0.435691956173569945178825405433	Montreal, PQ	0.476361452530317344428951316723
33	1.3763838824076139461519595697	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.3749306396174980941009647117	PC 17761		C	C86	1.05765455024192338734314117	0.435691956173569945178825405433	Deephaven, MN / Cedar Rapids, IA	0.476361452530317344428951316723
34	0.0809897762997869607296410480	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.6129100046526171392194087075	PC 17580		C	A18	0.32248240870646758027405734	0.435691956173569945178825405433	Philadelphia, PA	0.484145136395191051224867122640
35	0.0433953293097095690724228800	0.757307371153963162979989569746	female	[null]	1.52458485653939825566284767748	0.4050861951167405151608025246	PC 17531		C	A29	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
36	3.5675102753859816971145080739	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	PC 17483		S	C95	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
37	0.1180295760323308742965243482	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0105614239550127329564098413	113051		C	C111	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
38	4.3504898532399540829390122478	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.7725820589198936878379658455	19950		S	C23 C25 C27	[null]	1.866851401077760435621662793693	Winnipeg, MB	2.397374630381334135736588195450
39	4.3504898532399540829390122478	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.3447750841182556730411268988	19950		S	C23 C25 C27	[null]	4.169394758329090816422150992818	Winnipeg, MB	0.476361452530317344428951316723
40	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113778		S	D34	[null]	0.435691956173569945178825405433	Westcliff-on-Sea, Essex	0.484145136395191051224867122640
41	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	112058		S	B102	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
42	0.3634878204907400020729585539	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4743607982953660565136712522	113803		S	C123	[null]	0.435691956173569945178825405433	Scituate, MA	0.476361452530317344428951316723
43	0.0861641917240009569055246142	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.1671068300816214700423585287	111320		S	E63	1.14786187436444403386411033	0.435691956173569945178825405433	St Anne's-on-Sea, Lancashire	0.484145136395191051224867122640
44	0.8592512938340200759681658021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4262090430267659810736222072	PC 17593		C	B86	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
45	0.0131141087437869144462836933	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.8296973063686344625112079923	PC 17754		C	A5	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
46	2.2698503336484007843069714832	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.5436354014739915978665399799	PC 17582		S	C91	0.17751888784032136479564644	0.715579722452095245221418694130	Winnipeg, MB	0.484145136395191051224867122640
47	0.8592512938340200759681658021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0978322269029959286894898011	PC 17593		C	B82 B84	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
48	0.1602437911890887840392912145	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113796		S	[null]	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
49	0.9404539317092125018647945756	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0285576237243703873366210734	36973		S	C83	[null]	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
50	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.6821846078312426805722774352	112059		S	B94	0.56063676441513636284573238	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
51	1.1308764918726754421253100033	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7213036555106258008653083499	12749		S	B69	1.47920706491563538352904952	0.715579722452095245221418694130	Montreal, PQ	0.476361452530317344428951316723
52	0.1621432680984500103760544607	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.8207338141884937632780148905	113038		S	B11	[null]	0.435691956173569945178825405433	London / Middlesex	0.484145136395191051224867122640
53	0.3399817937373948261555133826	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	17463		S	E46	[null]	0.435691956173569945178825405433	Brighton, MA	0.484145136395191051224867122640
54	0.3046040363005419856332979228	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7213036555106258008653083499	680		S	C39	[null]	0.435691956173569945178825405433	London / Birmingham	0.484145136395191051224867122640
55	0.3425935744877665123685628461	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.8207338141884937632780148905	113789		S	[null]	1.30616344315531689959184557	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
56	0.0620747852363678688681526427	0.757307371153963162979989569746	male	14	1.52458485653939825566284767748	[null]	PC 17600		C	[null]	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
57	0.0997471107797290708051781039	0.757307371153963162979989569746	female	[null]	1.52458485653939825566284767748	1.3749306396174980941009647117	PC 17595		C	C49	[null]	0.435691956173569945178825405433	Paris, France New York, NY	0.484145136395191051224867122640
58	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0978322269029959286894898011	694		S	[null]	0.87127288055687825315661288	0.435691956173569945178825405433	Bennington, VT	0.484145136395191051224867122640
59	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.3749306396174980941009647117	113044		S	E60	[null]	0.435691956173569945178825405433	London	0.484145136395191051224867122640
60	3.3722592449189225195059404744	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1626250839915511204257619778	113503		C	C132	1.23368168272224379185264012	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
61	0.0809897762997869607296410480	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.9291274650465024249239145329	11771		C	B37	0.97183474188412362935461138	0.435691956173569945178825405433	Buffalo, NY	0.484145136395191051224867122640
62	0.3399817937373948261555133826	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.7514592110098682219251461628	17464		S	D21	[null]	0.435691956173569945178825405433	Southington / Noank, CT	0.476361452530317344428951316723
63	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113028		S	C124	[null]	0.435691956173569945178825405433	Portland, OR	0.484145136395191051224867122640
64	0.1185842232898643523868592161	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	PC 17612		C	[null]	[null]	0.435691956173569945178825405433	Chicago, IL	0.484145136395191051224867122640
65	0.0752913455717032817193513095	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0798360271336382743092785690	113501		S	D6	0.39496416913954068801326279	0.435691956173569945178825405433	Springfield, MA	0.484145136395191051224867122640
66	0.2191275753792868004789518456	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0105614239550127329564098413	113801		S	[null]	[null]	0.435691956173569945178825405433	London / New York, NY	0.484145136395191051224867122640
67	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0105614239550127329564098413	110469		S	C106	[null]	0.435691956173569945178825405433	Brockton, MA	0.484145136395191051224867122640
68	0.3634878204907400020729585539	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.7725820589198936878379658455	113773		S	D30	[null]	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
69	0.7840642993307746538800662293	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0978322269029959286894898011	13050		C	C6	1.32388900684476443837360928	0.435691956173569945178825405433	Vancouver, BC	0.484145136395191051224867122640
70	0.3399817937373948261555133826	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.6520290523320002595124396223	17463		S	E46	0.11240815389197106616117535	0.435691956173569945178825405433	Dorchester, MA	0.484145136395191051224867122640
71	0.9156809538573233879807283191	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1491106303122638156621472966	PC 17604		C	[null]	[null]	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
72	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.4140496872968812143939956264	13509		S	E38	0.87864390704160106226134724	0.435691956173569945178825405433	East Bridgewater, MA	0.484145136395191051224867122640
73	1.0643948000450325203385963876	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.9592830205457448459837523458	19928		Q	C78	0.68190770015183119839778959	0.435691956173569945178825405433	Fond du Lac, WI	1.436868041455825740082769756087
74	0.0657939610248971500355350787	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7213036555106258008653083499	113787		S	C30	[null]	0.435691956173569945178825405433	Montreal, PQ	0.484145136395191051224867122640
75	0.1602437911890887840392912145	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.1671068300816214700423585287	113796		S	[null]	[null]	0.435691956173569945178825405433	Washington, DC	0.484145136395191051224867122640
76	0.0809897762997869607296410480	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4743607982953660565136712522	PC 17596		C	C118	[null]	0.715579722452095245221418694130	Brooklyn, NY	0.484145136395191051224867122640
77	1.5064980506988579502202419318	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.9291274650465024249239145329	35273		C	D48	0.43638231795843960672138019	1.866851401077760435621662793693	Lexington, MA	0.484145136395191051224867122640
78	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.3447750841182556730411268988	693		S	[null]	1.02360742790774727773975813	0.435691956173569945178825405433	Isle of Wight, England	0.484145136395191051224867122640
79	0.5321461742267420109668407071	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.4140496872968812143939956264	113509		C	B30	0.72332584897073011710590699	0.715579722452095245221418694130	Providence, RI	0.484145136395191051224867122640
80	0.1185842232898643523868592161	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1144733287229510449857129328	PC 17562		C	D43	0.25737167475811728163958625	0.435691956173569945178825405433	?Havana, Cuba	0.484145136395191051224867122640
81	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	112052		S	[null]	[null]	0.435691956173569945178825405433	Belfast	0.484145136395191051224867122640
82	0.1037834992121216767708000020	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.0631949253136831580130554372	113043		S	C124	0.01921731904944849906791120	0.435691956173569945178825405433	Surbiton Hill, Surrey	0.484145136395191051224867122640
83	1.1308764918726754421253100033	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4954836462053915224264909349	12749		S	B24	[null]	0.435691956173569945178825405433	Montreal, PQ	0.484145136395191051224867122640
84	0.6199172032545055575359967857	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0798360271336382743092785690	113776		S	C2	[null]	0.435691956173569945178825405433	Isleworth, England	0.476361452530317344428951316723
85	1.4233959359143042979868499122	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.8418566620985192291908345731	PC 17758		C	C65	[null]	0.435691956173569945178825405433	Madrid, Spain	0.476361452530317344428951316723
86	0.3425935744877665123685628461	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.1671068300816214700423585287	110465		S	C110	0.44375334444316241582611455	0.435691956173569945178825405433	Worcester, MA	0.484145136395191051224867122640
87	0.6451344183800711827483251581	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.5436354014739915978665399799	19972		S	[null]	[null]	0.435691956173569945178825405433	Rotterdam, Netherlands	0.484145136395191051224867122640
88	1.9311887965245690182727787985	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.5647582493840170637793596625	PC 17760		C	[null]	0.70261677456128065775184829	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
89	3.6766504196440590399722506719	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	PC 17757		C	[null]	[null]	0.435691956173569945178825405433	[null]	0.484145136395191051224867122640
90	0.3140216428171549458109700973	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.0587131792236128083964588863	PC 17590		S	A24	[null]	0.435691956173569945178825405433	Trenton, NJ	0.484145136395191051224867122640
91	0.3046040363005419856332979228	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113767		S	A32	[null]	0.435691956173569945178825405433	Seattle, WA	0.484145136395191051224867122640
92	0.1170306915011208848779273644	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4050861951167405151608025246	13049		C	A10	[null]	0.435691956173569945178825405433	Winnipeg, MB	0.484145136395191051224867122640
93	0.4831548657804972612890430621	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7213036555106258008653083499	PC 17603		C	[null]	[null]	0.435691956173569945178825405433	New York, NY	0.476361452530317344428951316723
94	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.1972623855808638911021963416	113790		S	[null]	0.57099130161986109252276173	0.435691956173569945178825405433	London	0.484145136395191051224867122640
95	4.3386181225564464183342419593	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	2.1369512745823790489825207158	PC 17608		C	B57 B59 B63 B66	[null]	3.018123079703425626021906893255	Haverford, PA / Cooperstown, NY	0.476361452530317344428951316723
96	0.4166731739528543395023294464	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.3749306396174980941009647117	13507		S	E44	[null]	0.435691956173569945178825405433	Duluth, MN	0.476361452530317344428951316723
97	0.1408232989446655903376833021	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7905782586892513422181770776	113792		S	[null]	[null]	0.435691956173569945178825405433	New York, NY	0.484145136395191051224867122640
98	0.0620747852363678688681526427	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	1.7905782586892513422181770776	17764		C	A7	[null]	0.435691956173569945178825405433	St James, Long Island, NY	0.484145136395191051224867122640
99	0.4945517272366646193096225390	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	0.4262090430267659810736222072	13695		S	C31	[null]	0.435691956173569945178825405433	Huntington, WV	0.476361452530317344428951316723
100	0.1512704219461523351898811560	0.757307371153963162979989569746	male	[null]	1.52458485653939825566284767748	[null]	113056		S	A19	[null]	0.435691956173569945178825405433	Streatham, Surrey	0.484145136395191051224867122640

Out[101]:

Rows: 1-100 of 1234 | Columns: 14

vDataFrame.apply	Applies functions to the input vcolumns.
vDataFrame.applymap	Applies a function to all the vcolumns.

vDataFrame.abs¶

Parameters¶

Returns¶

Example¶

See Also¶