vastorbit.VastFrame.load¶

VastFrame.load(offset: int = -1) → VastFrame¶

Loads a previous structure of the VastFrame.

Parameters:: offset (int, optional) – Offset of the saving. For example, setting to -1 loads the last saving.
Returns:: VastFrame of the loading.
Return type:: VastFrame

Examples

We import vastorbit:

import vastorbit as vo

Hint

By assigning an alias to vastorbit, we mitigate the risk of code collisions with other libraries. This precaution is necessary because vastorbit uses commonly known function names like “average” and “median”, which can potentially lead to naming conflicts. The use of an alias ensures that the functions from vastorbit are used as intended without interfering with functions from other libraries.

For this example, we will use the Titanic dataset.

import vastorbit.datasets as vod

data = vod.load_titanic()

	123 pclass Integer	123 survived Integer	Abc name Varchar(164)	Abc sex Varchar(20)	123 age Double	123 sibsp Integer	123 parch Integer	Abc ticket Varchar(36)	123 fare Double	Abc cabin Varchar(30)	Abc embarked Varchar(20)	Abc boat Varchar(100)	123 body Integer	Abc home.dest Varchar(100)
1	3	1	McCormack, Mr. Thomas Joseph	male	[null]	0	0	367228	7.75	[null]	Q	[null]	[null]	[null]
2	3	1	McCoy, Miss. Agnes	female	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
3	3	1	McCoy, Miss. Alicia	female	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
4	3	1	McCoy, Mr. Bernard	male	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
5	3	1	McDermott, Miss. Brigdet Delia	female	[null]	0	0	330932	7.7875	[null]	Q	13	[null]	[null]
6	3	0	McEvoy, Mr. Michael	male	[null]	0	0	36568	15.5	[null]	Q	[null]	[null]	[null]
7	3	1	McGovern, Miss. Mary	female	[null]	0	0	330931	7.8792	[null]	Q	13	[null]	[null]
8	3	1	McGowan, Miss. Anna "Annie"	female	15.0	0	0	330923	8.0292	[null]	Q	[null]	[null]	[null]
9	3	0	McGowan, Miss. Katherine	female	35.0	0	0	9232	7.75	[null]	Q	[null]	[null]	[null]
10	3	0	McMahon, Mr. Martin	male	[null]	0	0	370372	7.75	[null]	Q	[null]	[null]	[null]
11	3	0	McNamee, Mr. Neal	male	24.0	1	0	376566	16.1	[null]	S	[null]	[null]	[null]
12	3	0	McNamee, Mrs. Neal (Eileen O'Leary)	female	19.0	1	0	376566	16.1	[null]	S	[null]	53	[null]
13	3	0	McNeill, Miss. Bridget	female	[null]	0	0	370368	7.75	[null]	Q	[null]	[null]	[null]
14	3	0	Meanwell, Miss. (Marion Ogden)	female	[null]	0	0	SOTON/O.Q. 392087	8.05	[null]	S	[null]	[null]	[null]
15	3	0	Meek, Mrs. Thomas (Annie Louise Rowley)	female	[null]	0	0	343095	8.05	[null]	S	[null]	[null]	[null]
16	3	0	Meo, Mr. Alfonzo	male	55.5	0	0	A.5. 11206	8.05	[null]	S	[null]	201	[null]
17	3	0	Mernagh, Mr. Robert	male	[null]	0	0	368703	7.75	[null]	Q	[null]	[null]	[null]
18	3	1	Midtsjo, Mr. Karl Albert	male	21.0	0	0	345501	7.775	[null]	S	15	[null]	[null]
19	3	0	Miles, Mr. Frank	male	[null]	0	0	359306	8.05	[null]	S	[null]	[null]	[null]
20	3	0	Mineff, Mr. Ivan	male	24.0	0	0	349233	7.8958	[null]	S	[null]	[null]	[null]
21	3	0	Minkoff, Mr. Lazar	male	21.0	0	0	349211	7.8958	[null]	S	[null]	[null]	[null]
22	3	0	Mionoff, Mr. Stoytcho	male	28.0	0	0	349207	7.8958	[null]	S	[null]	[null]	[null]
23	3	0	Mitkoff, Mr. Mito	male	[null]	0	0	349221	7.8958	[null]	S	[null]	[null]	[null]
24	3	1	Mockler, Miss. Helen Mary "Ellie"	female	[null]	0	0	330980	7.8792	[null]	Q	16	[null]	[null]
25	3	0	Moen, Mr. Sigurd Hansen	male	25.0	0	0	348123	7.65	F G73	S	[null]	309	[null]
26	3	1	Moor, Master. Meier	male	6.0	0	1	392096	12.475	E121	S	14	[null]	[null]
27	3	1	Moor, Mrs. (Beila)	female	27.0	0	1	392096	12.475	E121	S	14	[null]	[null]
28	3	0	Moore, Mr. Leonard Charles	male	[null]	0	0	A4. 54510	8.05	[null]	S	[null]	[null]	[null]
29	3	1	Moran, Miss. Bertha	female	[null]	1	0	371110	24.15	[null]	Q	16	[null]	[null]
30	3	0	Moran, Mr. Daniel J	male	[null]	1	0	371110	24.15	[null]	Q	[null]	[null]	[null]
31	3	0	Moran, Mr. James	male	[null]	0	0	330877	8.4583	[null]	Q	[null]	[null]	[null]
32	3	0	Morley, Mr. William	male	34.0	0	0	364506	8.05	[null]	S	[null]	[null]	[null]
33	3	0	Morrow, Mr. Thomas Rowan	male	[null]	0	0	372622	7.75	[null]	Q	[null]	[null]	[null]
34	3	1	Moss, Mr. Albert Johan	male	[null]	0	0	312991	7.775	[null]	S	B	[null]	[null]
35	3	1	Moubarek, Master. Gerios	male	[null]	1	1	2661	15.2458	[null]	C	C	[null]	[null]
36	3	1	Moubarek, Master. Halim Gonios ("William George")	male	[null]	1	1	2661	15.2458	[null]	C	C	[null]	[null]
37	3	1	Moubarek, Mrs. George (Omine "Amenia" Alexander)	female	[null]	0	2	2661	15.2458	[null]	C	C	[null]	[null]
38	3	1	Moussa, Mrs. (Mantoura Boulos)	female	[null]	0	0	2626	7.2292	[null]	C	[null]	[null]	[null]
39	3	0	Moutal, Mr. Rahamin Haim	male	[null]	0	0	374746	8.05	[null]	S	[null]	[null]	[null]
40	3	1	Mullens, Miss. Katherine "Katie"	female	[null]	0	0	35852	7.7333	[null]	Q	16	[null]	[null]
41	3	1	Mulvihill, Miss. Bertha E	female	24.0	0	0	382653	7.75	[null]	Q	15	[null]	[null]
42	3	0	Murdlin, Mr. Joseph	male	[null]	0	0	A./5. 3235	8.05	[null]	S	[null]	[null]	[null]
43	3	1	Murphy, Miss. Katherine "Kate"	female	[null]	1	0	367230	15.5	[null]	Q	16	[null]	[null]
44	3	1	Murphy, Miss. Margaret Jane	female	[null]	1	0	367230	15.5	[null]	Q	16	[null]	[null]
45	3	1	Murphy, Miss. Nora	female	[null]	0	0	36568	15.5	[null]	Q	16	[null]	[null]
46	3	0	Myhrman, Mr. Pehr Fabian Oliver Malkolm	male	18.0	0	0	347078	7.75	[null]	S	[null]	[null]	[null]
47	3	0	Naidenoff, Mr. Penko	male	22.0	0	0	349206	7.8958	[null]	S	[null]	[null]	[null]
48	3	1	Najib, Miss. Adele Kiamie "Jane"	female	15.0	0	0	2667	7.225	[null]	C	C	[null]	[null]
49	3	1	Nakid, Miss. Maria ("Mary")	female	1.0	0	2	2653	15.7417	[null]	C	C	[null]	[null]
50	3	1	Nakid, Mr. Sahid	male	20.0	1	1	2653	15.7417	[null]	C	C	[null]	[null]
51	3	1	Nakid, Mrs. Said (Waika "Mary" Mowad)	female	19.0	1	1	2653	15.7417	[null]	C	C	[null]	[null]
52	3	0	Nancarrow, Mr. William Henry	male	33.0	0	0	A./5. 3338	8.05	[null]	S	[null]	[null]	[null]
53	3	0	Nankoff, Mr. Minko	male	[null]	0	0	349218	7.8958	[null]	S	[null]	[null]	[null]
54	3	0	Nasr, Mr. Mustafa	male	[null]	0	0	2652	7.2292	[null]	C	[null]	[null]	[null]
55	3	0	Naughton, Miss. Hannah	female	[null]	0	0	365237	7.75	[null]	Q	[null]	[null]	[null]
56	3	0	Nenkoff, Mr. Christo	male	[null]	0	0	349234	7.8958	[null]	S	[null]	[null]	[null]
57	3	1	Nicola-Yarred, Master. Elias	male	12.0	1	0	2651	11.2417	[null]	C	C	[null]	[null]
58	3	1	Nicola-Yarred, Miss. Jamila	female	14.0	1	0	2651	11.2417	[null]	C	C	[null]	[null]
59	3	0	Nieminen, Miss. Manta Josefina	female	29.0	0	0	3101297	7.925	[null]	S	[null]	[null]	[null]
60	3	0	Niklasson, Mr. Samuel	male	28.0	0	0	363611	8.05	[null]	S	[null]	[null]	[null]
61	3	1	Nilsson, Miss. Berta Olivia	female	18.0	0	0	347066	7.775	[null]	S	D	[null]	[null]
62	3	1	Nilsson, Miss. Helmina Josefina	female	26.0	0	0	347470	7.8542	[null]	S	13	[null]	[null]
63	3	0	Nilsson, Mr. August Ferdinand	male	21.0	0	0	350410	7.8542	[null]	S	[null]	[null]	[null]
64	3	0	Nirva, Mr. Iisakki Antino Aijo	male	41.0	0	0	SOTON/O2 3101272	7.125	[null]	S	[null]	[null]	Finland Sudbury, ON
65	3	1	Niskanen, Mr. Juha	male	39.0	0	0	STON/O 2. 3101289	7.925	[null]	S	9	[null]	[null]
66	3	0	Nosworthy, Mr. Richard Cater	male	21.0	0	0	A/4. 39886	7.8	[null]	S	[null]	[null]	[null]
67	3	0	Novel, Mr. Mansouer	male	28.5	0	0	2697	7.2292	[null]	C	[null]	181	[null]
68	3	1	Nysten, Miss. Anna Sofia	female	22.0	0	0	347081	7.75	[null]	S	13	[null]	[null]
69	3	0	Nysveen, Mr. Johan Hansen	male	61.0	0	0	345364	6.2375	[null]	S	[null]	[null]	[null]
70	3	0	O'Brien, Mr. Thomas	male	[null]	1	0	370365	15.5	[null]	Q	[null]	[null]	[null]
71	3	0	O'Brien, Mr. Timothy	male	[null]	0	0	330979	7.8292	[null]	Q	[null]	[null]	[null]
72	3	1	O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)	female	[null]	1	0	370365	15.5	[null]	Q	[null]	[null]	[null]
73	3	0	O'Connell, Mr. Patrick D	male	[null]	0	0	334912	7.7333	[null]	Q	[null]	[null]	[null]
74	3	0	O'Connor, Mr. Maurice	male	[null]	0	0	371060	7.75	[null]	Q	[null]	[null]	[null]
75	3	0	O'Connor, Mr. Patrick	male	[null]	0	0	366713	7.75	[null]	Q	[null]	[null]	[null]
76	3	0	Odahl, Mr. Nils Martin	male	23.0	0	0	7267	9.225	[null]	S	[null]	[null]	[null]
77	3	0	O'Donoghue, Ms. Bridget	female	[null]	0	0	364856	7.75	[null]	Q	[null]	[null]	[null]
78	3	1	O'Driscoll, Miss. Bridget	female	[null]	0	0	14311	7.75	[null]	Q	D	[null]	[null]
79	3	1	O'Dwyer, Miss. Ellen "Nellie"	female	[null]	0	0	330959	7.8792	[null]	Q	[null]	[null]	[null]
80	3	1	Ohman, Miss. Velin	female	22.0	0	0	347085	7.775	[null]	S	C	[null]	[null]
81	3	1	O'Keefe, Mr. Patrick	male	[null]	0	0	368402	7.75	[null]	Q	B	[null]	[null]
82	3	1	O'Leary, Miss. Hanora "Norah"	female	[null]	0	0	330919	7.8292	[null]	Q	13	[null]	[null]
83	3	1	Olsen, Master. Artur Karl	male	9.0	0	1	C 17368	3.1708	[null]	S	13	[null]	[null]
84	3	0	Olsen, Mr. Henry Margido	male	28.0	0	0	C 4001	22.525	[null]	S	[null]	173	[null]
85	3	0	Olsen, Mr. Karl Siegwart Andreas	male	42.0	0	1	4579	8.4042	[null]	S	[null]	[null]	[null]
86	3	0	Olsen, Mr. Ole Martin	male	[null]	0	0	Fa 265302	7.3125	[null]	S	[null]	[null]	[null]
87	3	0	Olsson, Miss. Elina	female	31.0	0	0	350407	7.8542	[null]	S	[null]	[null]	[null]
88	3	0	Olsson, Mr. Nils Johan Goransson	male	28.0	0	0	347464	7.8542	[null]	S	[null]	[null]	[null]
89	3	1	Olsson, Mr. Oscar Wilhelm	male	32.0	0	0	347079	7.775	[null]	S	A	[null]	[null]
90	3	0	Olsvigen, Mr. Thor Anderson	male	20.0	0	0	6563	9.225	[null]	S	[null]	89	Oslo, Norway Cameron, WI
91	3	0	Oreskovic, Miss. Jelka	female	23.0	0	0	315085	8.6625	[null]	S	[null]	[null]	[null]
92	3	0	Oreskovic, Miss. Marija	female	20.0	0	0	315096	8.6625	[null]	S	[null]	[null]	[null]
93	3	0	Oreskovic, Mr. Luka	male	20.0	0	0	315094	8.6625	[null]	S	[null]	[null]	[null]
94	3	0	Osen, Mr. Olaf Elon	male	16.0	0	0	7534	9.2167	[null]	S	[null]	[null]	[null]
95	3	1	Osman, Mrs. Mara	female	31.0	0	0	349244	8.6833	[null]	S	[null]	[null]	[null]
96	3	0	O'Sullivan, Miss. Bridget Mary	female	[null]	0	0	330909	7.6292	[null]	Q	[null]	[null]	[null]
97	3	0	Palsson, Master. Gosta Leonard	male	2.0	3	1	349909	21.075	[null]	S	[null]	4	[null]
98	3	0	Palsson, Master. Paul Folke	male	6.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]
99	3	0	Palsson, Miss. Stina Viola	female	3.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]
100	3	0	Palsson, Miss. Torborg Danira	female	8.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]

Rows: 1-100 | Columns: 14

Note

vastorbit offers a wide range of sample datasets that are ideal for training and testing purposes. You can explore the full list of available datasets in the Datasets, which provides detailed information on each dataset and how to use them effectively. These datasets are invaluable resources for honing your data analysis and machine learning skills within the vastorbit environment.

Let’s save the current structure.

data.save()

Let’s perform some operations on the VastFrame.

data.filter("age < 30")
data.normalize()

	123 pclass Decimal(38, 11)	123 survived Decimal(38, 12)	Abc name Varchar(164)	Abc sex Varchar(20)	123 age Double	123 sibsp Decimal(38, 11)	123 parch Decimal(38, 11)	Abc ticket Varchar(36)	123 fare Double	Abc cabin Varchar(30)	Abc embarked Varchar(20)	Abc boat Varchar(100)	123 body Decimal(38, 13)	Abc home.dest Varchar(100)
1	0.72065623493	1.19980236272	McGowan, Miss. Anna "Annie"	female	-0.5918241123754289	-0.55875868986	-0.60764623024	330923	-0.47759440361504346	[null]	Q	[null]	[null]	[null]
2	0.72065623493	-0.8320058051	McNamee, Mr. Neal	male	0.5841678786358634	0.34446203324	-0.60764623024	376566	-0.287999724776655	[null]	S	[null]	[null]	[null]
3	0.72065623493	-0.8320058051	McNamee, Mrs. Neal (Eileen O'Leary)	female	-0.06916100525929895	0.34446203324	-0.60764623024	376566	-0.287999724776655	[null]	S	[null]	-1.0765504601614	[null]
4	0.72065623493	1.19980236272	Midtsjo, Mr. Karl Albert	male	0.19217054829876598	-0.55875868986	-0.60764623024	345501	-0.4835659265570961	[null]	S	15	[null]	[null]
5	0.72065623493	-0.8320058051	Mineff, Mr. Ivan	male	0.5841678786358634	-0.55875868986	-0.60764623024	349233	-0.48072816113066036	[null]	S	[null]	[null]	[null]
6	0.72065623493	-0.8320058051	Minkoff, Mr. Lazar	male	0.19217054829876598	-0.55875868986	-0.60764623024	349211	-0.48072816113066036	[null]	S	[null]	[null]	[null]
7	0.72065623493	-0.8320058051	Mionoff, Mr. Stoytcho	male	1.1068309857519933	-0.55875868986	-0.60764623024	349207	-0.48072816113066036	[null]	S	[null]	[null]	[null]
8	0.72065623493	-0.8320058051	Moen, Mr. Sigurd Hansen	male	0.7148336554148959	-0.55875868986	-0.60764623024	348123	-0.4865023560132589	F G73	S	[null]	1.3759883364977	[null]
9	0.72065623493	1.19980236272	Moor, Master. Meier	male	-1.767816103386721	-0.55875868986	0.72216417363	392096	-0.3731561790053756	E121	S	14	[null]	[null]
10	0.72065623493	1.19980236272	Moor, Mrs. (Beila)	female	0.9761652089729608	-0.55875868986	0.72216417363	392096	-0.3731561790053756	E121	S	14	[null]	[null]
11	0.72065623493	1.19980236272	Mulvihill, Miss. Bertha E	female	0.5841678786358634	-0.55875868986	-0.60764623024	382653	-0.48415321244832865	[null]	Q	15	[null]	[null]
12	0.72065623493	-0.8320058051	Myhrman, Mr. Pehr Fabian Oliver Malkolm	male	-0.19982678203833143	-0.55875868986	-0.60764623024	347078	-0.48415321244832865	[null]	S	[null]	[null]	[null]
13	0.72065623493	-0.8320058051	Naidenoff, Mr. Penko	male	0.32283632507779847	-0.55875868986	-0.60764623024	349206	-0.48072816113066036	[null]	S	[null]	[null]	[null]
14	0.72065623493	1.19980236272	Najib, Miss. Adele Kiamie "Jane"	female	-0.5918241123754289	-0.55875868986	-0.60764623024	2667	-0.4964862161642123	[null]	C	C	[null]	[null]
15	0.72065623493	1.19980236272	Nakid, Miss. Maria ("Mary")	female	-2.4211449872818833	-0.55875868986	2.05197457749	2653	-0.2964167061698	[null]	C	C	[null]	[null]
16	0.72065623493	1.19980236272	Nakid, Mr. Sahid	male	0.06150477151973351	0.34446203324	0.72216417363	2653	-0.2964167061698	[null]	C	C	[null]	[null]
17	0.72065623493	1.19980236272	Nakid, Mrs. Said (Waika "Mary" Mowad)	female	-0.06916100525929895	0.34446203324	0.72216417363	2653	-0.2964167061698	[null]	C	C	[null]	[null]
18	0.72065623493	1.19980236272	Nicola-Yarred, Master. Elias	male	-0.9838214427125263	0.34446203324	-0.60764623024	2651	-0.40212816659166	[null]	C	C	[null]	[null]
19	0.72065623493	1.19980236272	Nicola-Yarred, Miss. Jamila	female	-0.7224898891544613	0.34446203324	-0.60764623024	2651	-0.40212816659166	[null]	C	C	[null]	[null]
20	0.72065623493	-0.8320058051	Nieminen, Miss. Manta Josefina	female	1.2374967625310258	-0.55875868986	-0.60764623024	3101297	-0.48004221120970075	[null]	S	[null]	[null]	[null]
21	0.72065623493	-0.8320058051	Niklasson, Mr. Samuel	male	1.1068309857519933	-0.55875868986	-0.60764623024	363611	-0.47710578175353796	[null]	S	[null]	[null]	[null]
22	0.72065623493	1.19980236272	Nilsson, Miss. Berta Olivia	female	-0.19982678203833143	-0.55875868986	-0.60764623024	347066	-0.4835659265570961	[null]	S	D	[null]	[null]
23	0.72065623493	1.19980236272	Nilsson, Miss. Helmina Josefina	female	0.8454994321939283	-0.55875868986	-0.60764623024	347470	-0.48170540485367136	[null]	S	13	[null]	[null]
24	0.72065623493	-0.8320058051	Nilsson, Mr. August Ferdinand	male	0.19217054829876598	-0.55875868986	-0.60764623024	350410	-0.48170540485367136	[null]	S	[null]	[null]	[null]
25	0.72065623493	-0.8320058051	Nosworthy, Mr. Richard Cater	male	0.19217054829876598	-0.55875868986	-0.60764623024	A/4. 39886	-0.4829786406658635	[null]	S	[null]	[null]	[null]
26	0.72065623493	-0.8320058051	Novel, Mr. Mansouer	male	1.1721638741415095	-0.55875868986	-0.60764623024	2697	-0.49638755213448527	[null]	C	[null]	0.1497189381681	[null]
27	0.72065623493	1.19980236272	Nysten, Miss. Anna Sofia	female	0.32283632507779847	-0.55875868986	-0.60764623024	347081	-0.48415321244832865	[null]	S	13	[null]	[null]
28	0.72065623493	-0.8320058051	Odahl, Mr. Nils Martin	male	0.45350210185683093	-0.55875868986	-0.60764623024	7267	-0.44950334486560783	[null]	S	[null]	[null]	[null]
29	0.72065623493	1.19980236272	Ohman, Miss. Velin	female	0.32283632507779847	-0.55875868986	-0.60764623024	347085	-0.4835659265570961	[null]	S	C	[null]	[null]
30	0.72065623493	1.19980236272	Olsen, Master. Artur Karl	male	-1.3758187730496236	-0.55875868986	0.72216417363	C 17368	-0.5917251945736134	[null]	S	13	[null]	[null]
31	0.72065623493	-0.8320058051	Olsen, Mr. Henry Margido	male	1.1068309857519933	-0.55875868986	-0.60764623024	C 4001	-0.13706725072988818	[null]	S	[null]	0.0730771007725	[null]
32	0.72065623493	-0.8320058051	Olsson, Mr. Nils Johan Goransson	male	1.1068309857519933	-0.55875868986	-0.60764623024	347464	-0.48170540485367136	[null]	S	[null]	[null]	[null]
33	0.72065623493	-0.8320058051	Olsvigen, Mr. Thor Anderson	male	0.06150477151973351	-0.55875868986	-0.60764623024	6563	-0.44950334486560783	[null]	S	[null]	-0.7316621918812	Oslo, Norway Cameron, WI
34	0.72065623493	-0.8320058051	Oreskovic, Miss. Jelka	female	0.45350210185683093	-0.55875868986	-0.60764623024	315085	-0.46271727741834034	[null]	S	[null]	[null]	[null]
35	0.72065623493	-0.8320058051	Oreskovic, Miss. Marija	female	0.06150477151973351	-0.55875868986	-0.60764623024	315096	-0.46271727741834034	[null]	S	[null]	[null]	[null]
36	0.72065623493	-0.8320058051	Oreskovic, Mr. Luka	male	0.06150477151973351	-0.55875868986	-0.60764623024	315094	-0.46271727741834034	[null]	S	[null]	[null]	[null]
37	0.72065623493	-0.8320058051	Osen, Mr. Olaf Elon	male	-0.46115833559639635	-0.55875868986	-0.60764623024	7534	-0.44969832378149704	[null]	S	[null]	[null]	[null]
38	0.72065623493	-0.8320058051	Palsson, Master. Gosta Leonard	male	-2.290479210502851	2.15090347944	0.72216417363	349909	-0.17112983242137642	[null]	S	[null]	-1.5459817142094	[null]
39	0.72065623493	-0.8320058051	Palsson, Master. Paul Folke	male	-1.767816103386721	2.15090347944	0.72216417363	349909	-0.17112983242137642	[null]	S	[null]	[null]	[null]
40	0.72065623493	-0.8320058051	Palsson, Miss. Stina Viola	female	-2.1598134337238184	2.15090347944	0.72216417363	349909	-0.17112983242137642	[null]	S	[null]	[null]	[null]
41	0.72065623493	-0.8320058051	Palsson, Miss. Torborg Danira	female	-1.506484549828656	2.15090347944	0.72216417363	349909	-0.17112983242137642	[null]	S	[null]	[null]	[null]
42	0.72065623493	-0.8320058051	Palsson, Mrs. Nils (Alma Cornelia Berglund)	female	1.2374967625310258	-0.55875868986	4.71159538521	349909	-0.17112983242137642	[null]	S	[null]	0.3892246800294	[null]
43	0.72065623493	-0.8320058051	Panula, Master. Eino Viljami	male	-2.4211449872818833	3.05412420254	0.72216417363	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
44	0.72065623493	-0.8320058051	Panula, Master. Juha Niilo	male	-1.6371503266076886	3.05412420254	0.72216417363	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
45	0.72065623493	-0.8320058051	Panula, Master. Urho Abraham	male	-2.290479210502851	3.05412420254	0.72216417363	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
46	0.72065623493	-0.8320058051	Panula, Mr. Ernesti Arvid	male	-0.46115833559639635	3.05412420254	0.72216417363	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
47	0.72065623493	-0.8320058051	Panula, Mr. Jaako Arnold	male	-0.7224898891544613	3.05412420254	0.72216417363	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
48	0.72065623493	-0.8320058051	Pasic, Mr. Jakob	male	0.19217054829876598	-0.55875868986	-0.60764623024	315097	-0.46271727741834034	[null]	S	[null]	[null]	[null]
49	0.72065623493	-0.8320058051	Patchett, Mr. George	male	-0.06916100525929895	-0.55875868986	-0.60764623024	358585	-0.3255860218155386	[null]	S	[null]	[null]	[null]
50	0.72065623493	-0.8320058051	Peacock, Master. Alfred Edward	male	-2.4538114314766415	0.34446203324	0.72216417363	SOTON/O.Q. 3101315	-0.3426173126612827	[null]	S	[null]	[null]	[null]
51	0.72065623493	-0.8320058051	Peacock, Miss. Treasteall	female	-2.1598134337238184	0.34446203324	0.72216417363	SOTON/O.Q. 3101315	-0.3426173126612827	[null]	S	[null]	[null]	[null]
52	0.72065623493	-0.8320058051	Peacock, Mrs. Benjamin (Edith Nile)	female	0.8454994321939283	-0.55875868986	2.05197457749	SOTON/O.Q. 3101315	-0.3426173126612827	[null]	S	[null]	[null]	[null]
53	0.72065623493	-0.8320058051	Pekoniemi, Mr. Edvard	male	0.19217054829876598	-0.55875868986	-0.60764623024	STON/O 2. 3101294	-0.48004221120970075	[null]	S	[null]	[null]	[null]
54	0.72065623493	-0.8320058051	Peltomaki, Mr. Nikolai Johannes	male	0.7148336554148959	-0.55875868986	-0.60764623024	STON/O 2. 3101291	-0.48004221120970075	[null]	S	[null]	[null]	[null]
55	0.72065623493	-0.8320058051	Perkin, Mr. John Henry	male	0.32283632507779847	-0.55875868986	-0.60764623024	A/5 21174	-0.49589893027297977	[null]	S	[null]	[null]	[null]
56	0.72065623493	1.19980236272	Persson, Mr. Ernst Ulrik	male	0.7148336554148959	0.34446203324	-0.60764623024	347083	-0.4835659265570961	[null]	S	15	[null]	[null]
57	0.72065623493	-0.8320058051	Petersen, Mr. Marius	male	0.5841678786358634	-0.55875868986	-0.60764623024	342441	-0.47710578175353796	[null]	S	[null]	[null]	[null]
58	0.72065623493	-0.8320058051	Petranec, Miss. Matilda	female	1.1068309857519933	-0.55875868986	-0.60764623024	349245	-0.48072816113066036	[null]	S	[null]	[null]	[null]
59	0.72065623493	-0.8320058051	Petroff, Mr. Nedelio	male	-0.06916100525929895	-0.55875868986	-0.60764623024	349212	-0.48072816113066036	[null]	S	[null]	[null]	[null]
60	0.72065623493	-0.8320058051	Petterson, Mr. Johan Emil	male	0.7148336554148959	0.34446203324	-0.60764623024	347076	-0.4835659265570961	[null]	S	[null]	[null]	[null]
61	0.72065623493	-0.8320058051	Pettersson, Miss. Ellen Natalia	female	-0.19982678203833143	-0.55875868986	-0.60764623024	347087	-0.4835659265570961	[null]	S	[null]	[null]	[null]
62	0.72065623493	-0.8320058051	Pokrnic, Mr. Mate	male	-0.3304925588173639	-0.55875868986	-0.60764623024	315095	-0.46271727741834034	[null]	S	[null]	[null]	[null]
63	0.72065623493	-0.8320058051	Pokrnic, Mr. Tome	male	0.5841678786358634	-0.55875868986	-0.60764623024	315092	-0.46271727741834034	[null]	S	[null]	[null]	[null]
64	0.72065623493	-0.8320058051	Reynolds, Mr. Harold J	male	0.19217054829876598	-0.55875868986	-0.60764623024	342684	-0.47710578175353796	[null]	S	[null]	[null]	[null]
65	0.72065623493	-0.8320058051	Rice, Master. Albert	male	-1.2451529962705912	3.05412420254	0.72216417363	382652	0.017976224555506577	[null]	Q	[null]	[null]	[null]
66	0.72065623493	-0.8320058051	Rice, Master. Arthur	male	-2.029147656944786	3.05412420254	0.72216417363	382652	0.017976224555506577	[null]	Q	[null]	[null]	[null]
67	0.72065623493	-0.8320058051	Rice, Master. Eric	male	-1.6371503266076886	3.05412420254	0.72216417363	382652	0.017976224555506577	[null]	Q	[null]	[null]	[null]
68	0.72065623493	-0.8320058051	Rice, Master. Eugene	male	-2.290479210502851	3.05412420254	0.72216417363	382652	0.017976224555506577	[null]	Q	[null]	[null]	[null]
69	0.72065623493	-0.8320058051	Rice, Master. George Hugh	male	-1.506484549828656	3.05412420254	0.72216417363	382652	0.017976224555506577	[null]	Q	[null]	[null]	[null]
70	0.72065623493	-0.8320058051	Riihivouri, Miss. Susanna Juhantytar "Sanni"	female	0.32283632507779847	-0.55875868986	-0.60764623024	3101295	0.2661045136012614	[null]	S	[null]	[null]	[null]
71	0.72065623493	-0.8320058051	Rosblom, Miss. Salli Helena	female	-2.290479210502851	0.34446203324	0.72216417363	370129	-0.19139119566889962	[null]	S	[null]	[null]	[null]
72	0.72065623493	-0.8320058051	Rosblom, Mr. Viktor Richard	male	-0.19982678203833143	0.34446203324	0.72216417363	370129	-0.19139119566889962	[null]	S	[null]	[null]	[null]
73	0.72065623493	-0.8320058051	Rush, Mr. Alfred George John	male	-0.46115833559639635	-0.55875868986	-0.60764623024	A/4. 20589	-0.47710578175353796	[null]	S	[null]	[null]	[null]
74	0.72065623493	-0.8320058051	Saad, Mr. Khalil	male	0.7148336554148959	-0.55875868986	-0.60764623024	2672	-0.4964862161642123	[null]	C	[null]	[null]	[null]
75	0.72065623493	-0.8320058051	Sage, Master. William Henry	male	-0.6571570007649451	6.66700709494	2.05197457749	CA. 2343	0.9676175106785493	[null]	S	[null]	-0.9424272447191	[null]
76	0.72065623493	-0.8320058051	Salander, Mr. Karl Johan	male	0.5841678786358634	-0.55875868986	-0.60764623024	7266	-0.4471542013006776	[null]	S	[null]	[null]	[null]
77	0.72065623493	1.19980236272	Salkjelsvik, Miss. Anna Kristine	female	0.19217054829876598	-0.55875868986	-0.60764623024	343120	-0.4865023560132589	[null]	S	C	[null]	[null]
78	0.72065623493	1.19980236272	Sandstrom, Miss. Beatrice Irene	female	-2.4211449872818833	0.34446203324	0.72216417363	PP 9549	-0.2739048633870737	G6	S	13	[null]	[null]
79	0.72065623493	1.19980236272	Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)	female	0.5841678786358634	-0.55875868986	2.05197457749	PP 9549	-0.2739048633870737	G6	S	13	[null]	[null]
80	0.72065623493	1.19980236272	Sandstrom, Miss. Marguerite Rut	female	-2.029147656944786	0.34446203324	0.72216417363	PP 9549	-0.2739048633870737	G6	S	13	[null]	[null]
81	0.72065623493	1.19980236272	Sap, Mr. Julius	male	0.7148336554148959	-0.55875868986	-0.60764623024	345768	-0.4430432000620497	[null]	S	11	[null]	[null]
82	0.72065623493	-0.8320058051	Saundercock, Mr. William Henry	male	0.06150477151973351	-0.55875868986	-0.60764623024	A/5. 2151	-0.47710578175353796	[null]	S	[null]	[null]	[null]
83	0.72065623493	-0.8320058051	Sawyer, Mr. Frederick Charles	male	0.6495007670253796	-0.55875868986	-0.60764623024	342826	-0.47710578175353796	[null]	S	[null]	1.1364825946365	[null]
84	0.72065623493	1.19980236272	Sheerlinck, Mr. Jan Baptist	male	1.2374967625310258	-0.55875868986	-0.60764623024	345779	-0.4430432000620497	[null]	S	11	[null]	[null]
85	0.72065623493	-0.8320058051	Sirayanian, Mr. Orsen	male	0.32283632507779847	-0.55875868986	-0.60764623024	2669	-0.49638755213448527	[null]	C	[null]	[null]	[null]
86	0.72065623493	-0.8320058051	Sivola, Mr. Antti Wilhelm	male	0.19217054829876598	-0.55875868986	-0.60764623024	STON/O 2. 3101280	-0.48004221120970075	[null]	S	[null]	[null]	[null]
87	0.72065623493	1.19980236272	Sjoblom, Miss. Anna Sofia	female	-0.19982678203833143	-0.55875868986	-0.60764623024	3101265	-0.4901247353903813	[null]	S	16	[null]	[null]
88	0.72065623493	-0.8320058051	Skoog, Master. Harald	male	-2.029147656944786	2.15090347944	2.05197457749	347088	-0.010800784114888693	[null]	S	[null]	[null]	[null]
89	0.72065623493	-0.8320058051	Skoog, Master. Karl Thorsten	male	-1.2451529962705912	2.15090347944	2.05197457749	347088	-0.010800784114888693	[null]	S	[null]	[null]	[null]
90	0.72065623493	-0.8320058051	Skoog, Miss. Mabel	female	-1.3758187730496236	2.15090347944	2.05197457749	347088	-0.010800784114888693	[null]	S	[null]	[null]	[null]
91	0.72065623493	-0.8320058051	Skoog, Miss. Margit Elizabeth	female	-2.290479210502851	2.15090347944	2.05197457749	347088	-0.010800784114888693	[null]	S	[null]	[null]	[null]
92	0.72065623493	-0.8320058051	Soholt, Mr. Peter Andreas Lauritz Andersen	male	-0.06916100525929895	-0.55875868986	-0.60764623024	348124	-0.4865023560132589	F G73	S	[null]	[null]	[null]
93	0.72065623493	1.19980236272	Stanley, Miss. Amy Zillah Elsie	female	0.45350210185683093	-0.55875868986	-0.60764623024	CA. 2314	-0.4888514995781891	[null]	S	C	[null]	[null]
94	0.72065623493	-0.8320058051	Stanley, Mr. Edward Roland	male	0.19217054829876598	-0.55875868986	-0.60764623024	A/4 45380	-0.47710578175353796	[null]	S	[null]	[null]	[null]
95	0.72065623493	-0.8320058051	Stoytcheff, Mr. Ilia	male	-0.06916100525929895	-0.55875868986	-0.60764623024	349205	-0.48072816113066036	[null]	S	[null]	[null]	[null]
96	0.72065623493	-0.8320058051	Strandberg, Miss. Ida Sofia	female	0.32283632507779847	-0.55875868986	-0.60764623024	7553	-0.4351148405304103	[null]	S	[null]	[null]	[null]
97	0.72065623493	-0.8320058051	Strilic, Mr. Ivan	male	0.9761652089729608	-0.55875868986	-0.60764623024	315083	-0.46271727741834034	[null]	S	[null]	[null]	[null]
98	0.72065623493	-0.8320058051	Strom, Miss. Telma Matilda	female	-2.290479210502851	-0.55875868986	0.72216417363	347054	-0.42043269324959637	G6	S	[null]	[null]	[null]
99	0.72065623493	-0.8320058051	Strom, Mrs. Wilhelm (Elna Matilda Persson)	female	1.2374967625310258	0.34446203324	0.72216417363	347054	-0.42043269324959637	G6	S	[null]	[null]	[null]
100	0.72065623493	1.19980236272	Sunderland, Mr. Victor Francis	male	-0.46115833559639635	-0.55875868986	-0.60764623024	SOTON/OQ 392089	-0.47710578175353796	[null]	S	B	[null]	[null]

Rows: 1-100 of 569 | Columns: 14

Note

You can observe that 699 element(s) were filtered out from the VastFrame.

Now, let’s load the last saved VastFrame.

data.load()

	123 pclass Integer	123 survived Integer	Abc name Varchar(164)	Abc sex Varchar(20)	123 age Double	123 sibsp Integer	123 parch Integer	Abc ticket Varchar(36)	123 fare Double	Abc cabin Varchar(30)	Abc embarked Varchar(20)	Abc boat Varchar(100)	123 body Integer	Abc home.dest Varchar(100)
1	3	1	McCormack, Mr. Thomas Joseph	male	[null]	0	0	367228	7.75	[null]	Q	[null]	[null]	[null]
2	3	1	McCoy, Miss. Agnes	female	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
3	3	1	McCoy, Miss. Alicia	female	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
4	3	1	McCoy, Mr. Bernard	male	[null]	2	0	367226	23.25	[null]	Q	16	[null]	[null]
5	3	1	McDermott, Miss. Brigdet Delia	female	[null]	0	0	330932	7.7875	[null]	Q	13	[null]	[null]
6	3	0	McEvoy, Mr. Michael	male	[null]	0	0	36568	15.5	[null]	Q	[null]	[null]	[null]
7	3	1	McGovern, Miss. Mary	female	[null]	0	0	330931	7.8792	[null]	Q	13	[null]	[null]
8	3	1	McGowan, Miss. Anna "Annie"	female	15.0	0	0	330923	8.0292	[null]	Q	[null]	[null]	[null]
9	3	0	McGowan, Miss. Katherine	female	35.0	0	0	9232	7.75	[null]	Q	[null]	[null]	[null]
10	3	0	McMahon, Mr. Martin	male	[null]	0	0	370372	7.75	[null]	Q	[null]	[null]	[null]
11	3	0	McNamee, Mr. Neal	male	24.0	1	0	376566	16.1	[null]	S	[null]	[null]	[null]
12	3	0	McNamee, Mrs. Neal (Eileen O'Leary)	female	19.0	1	0	376566	16.1	[null]	S	[null]	53	[null]
13	3	0	McNeill, Miss. Bridget	female	[null]	0	0	370368	7.75	[null]	Q	[null]	[null]	[null]
14	3	0	Meanwell, Miss. (Marion Ogden)	female	[null]	0	0	SOTON/O.Q. 392087	8.05	[null]	S	[null]	[null]	[null]
15	3	0	Meek, Mrs. Thomas (Annie Louise Rowley)	female	[null]	0	0	343095	8.05	[null]	S	[null]	[null]	[null]
16	3	0	Meo, Mr. Alfonzo	male	55.5	0	0	A.5. 11206	8.05	[null]	S	[null]	201	[null]
17	3	0	Mernagh, Mr. Robert	male	[null]	0	0	368703	7.75	[null]	Q	[null]	[null]	[null]
18	3	1	Midtsjo, Mr. Karl Albert	male	21.0	0	0	345501	7.775	[null]	S	15	[null]	[null]
19	3	0	Miles, Mr. Frank	male	[null]	0	0	359306	8.05	[null]	S	[null]	[null]	[null]
20	3	0	Mineff, Mr. Ivan	male	24.0	0	0	349233	7.8958	[null]	S	[null]	[null]	[null]
21	3	0	Minkoff, Mr. Lazar	male	21.0	0	0	349211	7.8958	[null]	S	[null]	[null]	[null]
22	3	0	Mionoff, Mr. Stoytcho	male	28.0	0	0	349207	7.8958	[null]	S	[null]	[null]	[null]
23	3	0	Mitkoff, Mr. Mito	male	[null]	0	0	349221	7.8958	[null]	S	[null]	[null]	[null]
24	3	1	Mockler, Miss. Helen Mary "Ellie"	female	[null]	0	0	330980	7.8792	[null]	Q	16	[null]	[null]
25	3	0	Moen, Mr. Sigurd Hansen	male	25.0	0	0	348123	7.65	F G73	S	[null]	309	[null]
26	3	1	Moor, Master. Meier	male	6.0	0	1	392096	12.475	E121	S	14	[null]	[null]
27	3	1	Moor, Mrs. (Beila)	female	27.0	0	1	392096	12.475	E121	S	14	[null]	[null]
28	3	0	Moore, Mr. Leonard Charles	male	[null]	0	0	A4. 54510	8.05	[null]	S	[null]	[null]	[null]
29	3	1	Moran, Miss. Bertha	female	[null]	1	0	371110	24.15	[null]	Q	16	[null]	[null]
30	3	0	Moran, Mr. Daniel J	male	[null]	1	0	371110	24.15	[null]	Q	[null]	[null]	[null]
31	3	0	Moran, Mr. James	male	[null]	0	0	330877	8.4583	[null]	Q	[null]	[null]	[null]
32	3	0	Morley, Mr. William	male	34.0	0	0	364506	8.05	[null]	S	[null]	[null]	[null]
33	3	0	Morrow, Mr. Thomas Rowan	male	[null]	0	0	372622	7.75	[null]	Q	[null]	[null]	[null]
34	3	1	Moss, Mr. Albert Johan	male	[null]	0	0	312991	7.775	[null]	S	B	[null]	[null]
35	3	1	Moubarek, Master. Gerios	male	[null]	1	1	2661	15.2458	[null]	C	C	[null]	[null]
36	3	1	Moubarek, Master. Halim Gonios ("William George")	male	[null]	1	1	2661	15.2458	[null]	C	C	[null]	[null]
37	3	1	Moubarek, Mrs. George (Omine "Amenia" Alexander)	female	[null]	0	2	2661	15.2458	[null]	C	C	[null]	[null]
38	3	1	Moussa, Mrs. (Mantoura Boulos)	female	[null]	0	0	2626	7.2292	[null]	C	[null]	[null]	[null]
39	3	0	Moutal, Mr. Rahamin Haim	male	[null]	0	0	374746	8.05	[null]	S	[null]	[null]	[null]
40	3	1	Mullens, Miss. Katherine "Katie"	female	[null]	0	0	35852	7.7333	[null]	Q	16	[null]	[null]
41	3	1	Mulvihill, Miss. Bertha E	female	24.0	0	0	382653	7.75	[null]	Q	15	[null]	[null]
42	3	0	Murdlin, Mr. Joseph	male	[null]	0	0	A./5. 3235	8.05	[null]	S	[null]	[null]	[null]
43	3	1	Murphy, Miss. Katherine "Kate"	female	[null]	1	0	367230	15.5	[null]	Q	16	[null]	[null]
44	3	1	Murphy, Miss. Margaret Jane	female	[null]	1	0	367230	15.5	[null]	Q	16	[null]	[null]
45	3	1	Murphy, Miss. Nora	female	[null]	0	0	36568	15.5	[null]	Q	16	[null]	[null]
46	3	0	Myhrman, Mr. Pehr Fabian Oliver Malkolm	male	18.0	0	0	347078	7.75	[null]	S	[null]	[null]	[null]
47	3	0	Naidenoff, Mr. Penko	male	22.0	0	0	349206	7.8958	[null]	S	[null]	[null]	[null]
48	3	1	Najib, Miss. Adele Kiamie "Jane"	female	15.0	0	0	2667	7.225	[null]	C	C	[null]	[null]
49	3	1	Nakid, Miss. Maria ("Mary")	female	1.0	0	2	2653	15.7417	[null]	C	C	[null]	[null]
50	3	1	Nakid, Mr. Sahid	male	20.0	1	1	2653	15.7417	[null]	C	C	[null]	[null]
51	3	1	Nakid, Mrs. Said (Waika "Mary" Mowad)	female	19.0	1	1	2653	15.7417	[null]	C	C	[null]	[null]
52	3	0	Nancarrow, Mr. William Henry	male	33.0	0	0	A./5. 3338	8.05	[null]	S	[null]	[null]	[null]
53	3	0	Nankoff, Mr. Minko	male	[null]	0	0	349218	7.8958	[null]	S	[null]	[null]	[null]
54	3	0	Nasr, Mr. Mustafa	male	[null]	0	0	2652	7.2292	[null]	C	[null]	[null]	[null]
55	3	0	Naughton, Miss. Hannah	female	[null]	0	0	365237	7.75	[null]	Q	[null]	[null]	[null]
56	3	0	Nenkoff, Mr. Christo	male	[null]	0	0	349234	7.8958	[null]	S	[null]	[null]	[null]
57	3	1	Nicola-Yarred, Master. Elias	male	12.0	1	0	2651	11.2417	[null]	C	C	[null]	[null]
58	3	1	Nicola-Yarred, Miss. Jamila	female	14.0	1	0	2651	11.2417	[null]	C	C	[null]	[null]
59	3	0	Nieminen, Miss. Manta Josefina	female	29.0	0	0	3101297	7.925	[null]	S	[null]	[null]	[null]
60	3	0	Niklasson, Mr. Samuel	male	28.0	0	0	363611	8.05	[null]	S	[null]	[null]	[null]
61	3	1	Nilsson, Miss. Berta Olivia	female	18.0	0	0	347066	7.775	[null]	S	D	[null]	[null]
62	3	1	Nilsson, Miss. Helmina Josefina	female	26.0	0	0	347470	7.8542	[null]	S	13	[null]	[null]
63	3	0	Nilsson, Mr. August Ferdinand	male	21.0	0	0	350410	7.8542	[null]	S	[null]	[null]	[null]
64	3	0	Nirva, Mr. Iisakki Antino Aijo	male	41.0	0	0	SOTON/O2 3101272	7.125	[null]	S	[null]	[null]	Finland Sudbury, ON
65	3	1	Niskanen, Mr. Juha	male	39.0	0	0	STON/O 2. 3101289	7.925	[null]	S	9	[null]	[null]
66	3	0	Nosworthy, Mr. Richard Cater	male	21.0	0	0	A/4. 39886	7.8	[null]	S	[null]	[null]	[null]
67	3	0	Novel, Mr. Mansouer	male	28.5	0	0	2697	7.2292	[null]	C	[null]	181	[null]
68	3	1	Nysten, Miss. Anna Sofia	female	22.0	0	0	347081	7.75	[null]	S	13	[null]	[null]
69	3	0	Nysveen, Mr. Johan Hansen	male	61.0	0	0	345364	6.2375	[null]	S	[null]	[null]	[null]
70	3	0	O'Brien, Mr. Thomas	male	[null]	1	0	370365	15.5	[null]	Q	[null]	[null]	[null]
71	3	0	O'Brien, Mr. Timothy	male	[null]	0	0	330979	7.8292	[null]	Q	[null]	[null]	[null]
72	3	1	O'Brien, Mrs. Thomas (Johanna "Hannah" Godfrey)	female	[null]	1	0	370365	15.5	[null]	Q	[null]	[null]	[null]
73	3	0	O'Connell, Mr. Patrick D	male	[null]	0	0	334912	7.7333	[null]	Q	[null]	[null]	[null]
74	3	0	O'Connor, Mr. Maurice	male	[null]	0	0	371060	7.75	[null]	Q	[null]	[null]	[null]
75	3	0	O'Connor, Mr. Patrick	male	[null]	0	0	366713	7.75	[null]	Q	[null]	[null]	[null]
76	3	0	Odahl, Mr. Nils Martin	male	23.0	0	0	7267	9.225	[null]	S	[null]	[null]	[null]
77	3	0	O'Donoghue, Ms. Bridget	female	[null]	0	0	364856	7.75	[null]	Q	[null]	[null]	[null]
78	3	1	O'Driscoll, Miss. Bridget	female	[null]	0	0	14311	7.75	[null]	Q	D	[null]	[null]
79	3	1	O'Dwyer, Miss. Ellen "Nellie"	female	[null]	0	0	330959	7.8792	[null]	Q	[null]	[null]	[null]
80	3	1	Ohman, Miss. Velin	female	22.0	0	0	347085	7.775	[null]	S	C	[null]	[null]
81	3	1	O'Keefe, Mr. Patrick	male	[null]	0	0	368402	7.75	[null]	Q	B	[null]	[null]
82	3	1	O'Leary, Miss. Hanora "Norah"	female	[null]	0	0	330919	7.8292	[null]	Q	13	[null]	[null]
83	3	1	Olsen, Master. Artur Karl	male	9.0	0	1	C 17368	3.1708	[null]	S	13	[null]	[null]
84	3	0	Olsen, Mr. Henry Margido	male	28.0	0	0	C 4001	22.525	[null]	S	[null]	173	[null]
85	3	0	Olsen, Mr. Karl Siegwart Andreas	male	42.0	0	1	4579	8.4042	[null]	S	[null]	[null]	[null]
86	3	0	Olsen, Mr. Ole Martin	male	[null]	0	0	Fa 265302	7.3125	[null]	S	[null]	[null]	[null]
87	3	0	Olsson, Miss. Elina	female	31.0	0	0	350407	7.8542	[null]	S	[null]	[null]	[null]
88	3	0	Olsson, Mr. Nils Johan Goransson	male	28.0	0	0	347464	7.8542	[null]	S	[null]	[null]	[null]
89	3	1	Olsson, Mr. Oscar Wilhelm	male	32.0	0	0	347079	7.775	[null]	S	A	[null]	[null]
90	3	0	Olsvigen, Mr. Thor Anderson	male	20.0	0	0	6563	9.225	[null]	S	[null]	89	Oslo, Norway Cameron, WI
91	3	0	Oreskovic, Miss. Jelka	female	23.0	0	0	315085	8.6625	[null]	S	[null]	[null]	[null]
92	3	0	Oreskovic, Miss. Marija	female	20.0	0	0	315096	8.6625	[null]	S	[null]	[null]	[null]
93	3	0	Oreskovic, Mr. Luka	male	20.0	0	0	315094	8.6625	[null]	S	[null]	[null]	[null]
94	3	0	Osen, Mr. Olaf Elon	male	16.0	0	0	7534	9.2167	[null]	S	[null]	[null]	[null]
95	3	1	Osman, Mrs. Mara	female	31.0	0	0	349244	8.6833	[null]	S	[null]	[null]	[null]
96	3	0	O'Sullivan, Miss. Bridget Mary	female	[null]	0	0	330909	7.6292	[null]	Q	[null]	[null]	[null]
97	3	0	Palsson, Master. Gosta Leonard	male	2.0	3	1	349909	21.075	[null]	S	[null]	4	[null]
98	3	0	Palsson, Master. Paul Folke	male	6.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]
99	3	0	Palsson, Miss. Stina Viola	female	3.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]
100	3	0	Palsson, Miss. Torborg Danira	female	8.0	3	1	349909	21.075	[null]	S	[null]	[null]	[null]

Rows: 1-100 | Columns: 14

Note

You can observe that the last saved state of VastFrame having 1234 elements has been loaded.