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titanic-2410

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train · 1.05k rows

survived bool 2 classes	name stringlengths 12 82	age float64 0.17 76	sibsp uint8 0 8	parch uint8 0 9	ticket stringlengths 3 18	fare float64 0 512	cabin stringclasses 158 values	log_fare float64 0 6.24	pclass_1 bool 2 classes	pclass_2 bool 2 classes	pclass_3 bool 2 classes	sex_female bool 2 classes	sex_male bool 2 classes	embarked_C bool 2 classes	embarked_Q bool 2 classes	embarked_S bool 2 classes
true	Wells, Miss. Joan	4	1	1	29103	23	C23 C25 C27	3.178054	false	true	false	true	false	false	false	true
false	Alhomaki, Mr. Ilmari Rudolf	20	0	0	SOTON/O2 3101287	7.925	C23 C25 C27	2.188856	false	false	true	false	true	false	false	true
false	Keeping, Mr. Edwin	32.5	0	0	113503	211.5	C132	5.358942	true	false	false	false	true	true	false	false
false	Richard, Mr. Emile	23	0	0	SC/PARIS 2133	15.0458	C23 C25 C27	2.775447	false	true	false	false	true	true	false	false
false	Porter, Mr. Walter Chamberlain	47	0	0	110465	52	C110	3.970292	true	false	false	false	true	false	false	true
false	Ware, Mr. John James	30	1	0	CA 31352	21	C23 C25 C27	3.091042	false	true	false	false	true	false	false	true
false	Faunthorpe, Mr. Harry	40	1	0	2926	26	C23 C25 C27	3.295837	false	true	false	false	true	false	false	true
true	Taussig, Miss. Ruth	18	0	2	110413	79.65	E68	4.390119	true	false	false	true	false	false	false	true
false	Pavlovic, Mr. Stefo	32	0	0	349242	7.8958	C23 C25 C27	2.185579	false	false	true	false	true	false	false	true
false	Vander Planke, Mr. Leo Edmondus	16	2	0	345764	18	C23 C25 C27	2.944439	false	false	true	false	true	false	false	true
true	Endres, Miss. Caroline Louise	38	0	0	PC 17757	227.525	C45	5.431646	true	false	false	true	false	true	false	false
false	Stewart, Mr. Albert A	24	0	0	PC 17605	27.7208	C23 C25 C27	3.357622	true	false	false	false	true	true	false	false
false	Dooley, Mr. Patrick	32	0	0	370376	7.75	C23 C25 C27	2.169054	false	false	true	false	true	false	true	false
false	Kelly, Mr. James	44	0	0	363592	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
false	McEvoy, Mr. Michael	24	0	0	36568	15.5	C23 C25 C27	2.80336	false	false	true	false	true	false	true	false
false	Carter, Mrs. Ernest Courtenay (Lilian Hughes)	44	1	0	244252	26	C23 C25 C27	3.295837	false	true	false	true	false	false	false	true
true	Dahl, Mr. Karl Edwart	45	0	0	7598	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
true	Marvin, Mrs. Daniel Warner (Mary Graham Carmichael Farquarson)	18	1	0	113773	53.1	D30	3.990834	true	false	false	true	false	false	false	true
true	Honkanen, Miss. Eliina	27	0	0	STON/O2. 3101283	7.925	C23 C25 C27	2.188856	false	false	true	true	false	false	false	true
false	Goodwin, Mr. Charles Frederick	40	1	6	CA 2144	46.9	C23 C25 C27	3.869116	false	false	true	false	true	false	false	true
true	Doling, Mrs. John T (Ada Julia Bone)	34	0	1	231919	23	C23 C25 C27	3.178054	false	true	false	true	false	false	false	true
false	Renouf, Mr. Peter Henry	34	1	0	31027	21	C23 C25 C27	3.091042	false	true	false	false	true	false	false	true
false	Barton, Mr. David John	22	0	0	324669	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
true	Wright, Miss. Marion	26	0	0	220844	13.5	C23 C25 C27	2.674149	false	true	false	true	false	false	false	true
true	Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)	40	1	1	29750	39	C23 C25 C27	3.688879	false	true	false	true	false	false	false	true
true	Astor, Mrs. John Jacob (Madeleine Talmadge Force)	18	1	0	PC 17757	227.525	C62 C64	5.431646	true	false	false	true	false	true	false	false
false	Petterson, Mr. Johan Emil	25	1	0	347076	7.775	C23 C25 C27	2.171907	false	false	true	false	true	false	false	true
true	Douglas, Mrs. Frederick Charles (Mary Helene Baxter)	27	1	1	PC 17558	247.5208	B58 B60	5.515527	true	false	false	true	false	true	false	false
false	Hipkins, Mr. William Edward	55	0	0	680	50	C39	3.931826	true	false	false	false	true	false	false	true
false	Calic, Mr. Petar	17	0	0	315086	8.6625	C23 C25 C27	2.268252	false	false	true	false	true	false	false	true
false	Bourke, Mr. John	40	1	1	364849	15.5	C23 C25 C27	2.80336	false	false	true	false	true	false	true	false
true	Johnson, Miss. Eleanor Ileen	1	1	1	347742	11.1333	C23 C25 C27	2.495954	false	false	true	true	false	false	false	true
false	Johansson, Mr. Erik	22	0	0	350052	7.7958	C23 C25 C27	2.174274	false	false	true	false	true	false	false	true
false	Ringhini, Mr. Sante	22	0	0	PC 17760	135.6333	C23 C25 C27	4.917301	true	false	false	false	true	true	false	false
false	Kvillner, Mr. Johan Henrik Johannesson	31	0	0	C.A. 18723	10.5	C23 C25 C27	2.442347	false	true	false	false	true	false	false	true
true	Bing, Mr. Lee	32	0	0	1601	56.4958	C23 C25 C27	4.051712	false	false	true	false	true	false	false	true
true	Wick, Miss. Mary Natalie	31	0	2	36928	164.8667	C7	5.111184	true	false	false	true	false	false	false	true
true	Cavendish, Mrs. Tyrell William (Julia Florence Siegel)	76	1	0	19877	78.85	C46	4.38015	true	false	false	true	false	false	false	true
true	Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)	22	1	1	248738	29	C23 C25 C27	3.401197	false	true	false	true	false	false	false	true
false	Keane, Mr. Daniel	35	0	0	233734	12.35	C23 C25 C27	2.591516	false	true	false	false	true	false	true	false
true	Glynn, Miss. Mary Agatha	24	0	0	335677	7.75	C23 C25 C27	2.169054	false	false	true	true	false	false	true	false
false	Ryerson, Mr. Arthur Larned	61	1	3	PC 17608	262.375	B57 B59 B63 B66	5.573579	true	false	false	false	true	true	false	false
true	Daly, Miss. Margaret Marcella 'Maggie'	30	0	0	382650	6.95	C23 C25 C27	2.073172	false	false	true	true	false	false	true	false
false	Gee, Mr. Arthur H	47	0	0	111320	38.5	E63	3.676301	true	false	false	false	true	false	false	true
false	Meyer, Mr. Edgar Joseph	28	1	0	PC 17604	82.1708	C23 C25 C27	4.420896	true	false	false	false	true	true	false	false
true	Kelly, Miss. Mary	24	0	0	14312	7.75	C23 C25 C27	2.169054	false	false	true	true	false	false	true	false
true	Bjornstrom-Steffansson, Mr. Mauritz Hakan	28	0	0	110564	26.55	C52	3.316003	true	false	false	false	true	false	false	true
false	Klasen, Miss. Gertrud Emilia	1	1	1	350405	12.1833	C23 C25 C27	2.578951	false	false	true	true	false	false	false	true
false	Olsen, Mr. Ole Martin	24	0	0	Fa 265302	7.3125	C23 C25 C27	2.11776	false	false	true	false	true	false	false	true
false	Allison, Miss. Helen Loraine	2	1	2	113781	151.55	C22 C26	5.027492	true	false	false	true	false	false	false	true
true	Cook, Mrs. (Selena Rogers)	22	0	0	W./C. 14266	10.5	F33	2.442347	false	true	false	true	false	false	false	true
true	Baxter, Mrs. James (Helene DeLaudeniere Chaput)	50	0	1	PC 17558	247.5208	B58 B60	5.515527	true	false	false	true	false	true	false	false
false	Weir, Col. John	60	0	0	113800	26.55	C23 C25 C27	3.316003	true	false	false	false	true	false	false	true
false	Head, Mr. Christopher	42	0	0	113038	42.5	B11	3.772761	true	false	false	false	true	false	false	true
false	Collyer, Mr. Harvey	31	1	1	C.A. 31921	26.25	C23 C25 C27	3.305054	false	true	false	false	true	false	false	true
false	Petersen, Mr. Marius	24	0	0	342441	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
true	Doling, Miss. Elsie	18	0	1	231919	23	C23 C25 C27	3.178054	false	true	false	true	false	false	false	true
true	Navratil, Master. Edmond Roger	2	1	1	230080	26	F2	3.295837	false	true	false	false	true	false	false	true
false	Cacic, Miss. Marija	30	0	0	315084	8.6625	C23 C25 C27	2.268252	false	false	true	true	false	false	false	true
false	Williams, Mr. Howard Hugh 'Harry'	24	0	0	A/5 2466	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
true	Brown, Miss. Edith Eileen	15	0	2	29750	39	C23 C25 C27	3.688879	false	true	false	true	false	false	false	true
false	Davies, Mr. Evan	22	0	0	SC/A4 23568	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
false	Hanna, Mr. Mansour	23.5	0	0	2693	7.2292	C23 C25 C27	2.107689	false	false	true	false	true	true	false	false
true	Hart, Mrs. Benjamin (Esther Ada Bloomfield)	45	1	1	F.C.C. 13529	26.25	C23 C25 C27	3.305054	false	true	false	true	false	false	false	true
false	Goldsmith, Mr. Nathan	41	0	0	SOTON/O.Q. 3101263	7.85	C23 C25 C27	2.180417	false	false	true	false	true	false	false	true
false	Torfa, Mr. Assad	24	0	0	2673	7.2292	C23 C25 C27	2.107689	false	false	true	false	true	true	false	false
false	Dimic, Mr. Jovan	42	0	0	315088	8.6625	C23 C25 C27	2.268252	false	false	true	false	true	false	false	true
false	Svensson, Mr. Johan	74	0	0	347060	7.775	C23 C25 C27	2.171907	false	false	true	false	true	false	false	true
true	Bissette, Miss. Amelia	35	0	0	PC 17760	135.6333	C99	4.917301	true	false	false	true	false	false	false	true
false	Conlon, Mr. Thomas Henry	31	0	0	21332	7.7333	C23 C25 C27	2.167143	false	false	true	false	true	false	true	false
false	Stankovic, Mr. Ivan	33	0	0	349239	8.6625	C23 C25 C27	2.268252	false	false	true	false	true	true	false	false
true	Dean, Mrs. Bertram (Eva Georgetta Light)	33	1	2	C.A. 2315	20.575	C23 C25 C27	3.071535	false	false	true	true	false	false	false	true
false	Bailey, Mr. Percy Andrew	18	0	0	29108	11.5	C23 C25 C27	2.525729	false	true	false	false	true	false	false	true
true	Thomas, Master. Assad Alexander	0.4167	0	1	2625	8.5167	C23 C25 C27	2.253048	false	false	true	false	true	true	false	false
true	Daniel, Mr. Robert Williams	27	0	0	113804	30.5	C23 C25 C27	3.449988	true	false	false	false	true	false	false	true
false	Denkoff, Mr. Mitto	24	0	0	349225	7.8958	C23 C25 C27	2.185579	false	false	true	false	true	false	false	true
true	West, Mrs. Edwy Arthur (Ada Mary Worth)	33	1	2	C.A. 34651	27.75	C23 C25 C27	3.358638	false	true	false	true	false	false	false	true
false	Lam, Mr. Len	24	0	0	1601	56.4958	C23 C25 C27	4.051712	false	false	true	false	true	false	false	true
true	Stengel, Mrs. Charles Emil Henry (Annie May Morris)	43	1	0	11778	55.4417	C116	4.033208	true	false	false	true	false	true	false	false
false	Panula, Mr. Ernesti Arvid	16	4	1	3101295	39.6875	C23 C25 C27	3.705921	false	false	true	false	true	false	false	true
false	Giles, Mr. Frederick Edward	21	1	0	28134	11.5	C23 C25 C27	2.525729	false	true	false	false	true	false	false	true
false	Assaf, Mr. Gerios	21	0	0	2692	7.225	C23 C25 C27	2.107178	false	false	true	false	true	true	false	false
false	Harmer, Mr. Abraham (David Lishin)	25	0	0	374887	7.25	C23 C25 C27	2.110213	false	false	true	false	true	false	false	true
false	Giglio, Mr. Victor	24	0	0	PC 17593	79.2	B86	4.384524	true	false	false	false	true	true	false	false
true	Daniels, Miss. Sarah	33	0	0	113781	151.55	C23 C25 C27	5.027492	true	false	false	true	false	false	false	true
false	Peacock, Mrs. Benjamin (Edith Nile)	26	0	2	SOTON/O.Q. 3101315	13.775	C23 C25 C27	2.692937	false	false	true	true	false	false	false	true
true	Lemore, Mrs. (Amelia Milley)	34	0	0	C.A. 34260	10.5	F33	2.442347	false	true	false	true	false	false	false	true
true	Leitch, Miss. Jessie Wills	24	0	0	248727	33	C23 C25 C27	3.526361	false	true	false	true	false	false	false	true
true	Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)	27	0	2	347742	11.1333	C23 C25 C27	2.495954	false	false	true	true	false	false	false	true
false	Nosworthy, Mr. Richard Cater	21	0	0	A/4. 39886	7.8	C23 C25 C27	2.174752	false	false	true	false	true	false	false	true
false	Wheeler, Mr. Edwin 'Frederick'	24	0	0	SC/PARIS 2159	12.875	C23 C25 C27	2.630089	false	true	false	false	true	false	false	true
false	Zabour, Miss. Hileni	14.5	1	0	2665	14.4542	C23 C25 C27	2.737881	false	false	true	true	false	true	false	false
false	Moen, Mr. Sigurd Hansen	25	0	0	348123	7.65	F G73	2.157559	false	false	true	false	true	false	false	true
false	Laleff, Mr. Kristo	24	0	0	349217	7.8958	C23 C25 C27	2.185579	false	false	true	false	true	false	false	true
true	Hassab, Mr. Hammad	27	0	0	PC 17572	76.7292	D49	4.353231	true	false	false	false	true	true	false	false
false	Ware, Mr. Frederick	24	0	0	359309	8.05	C23 C25 C27	2.202765	false	false	true	false	true	false	false	true
false	Badt, Mr. Mohamed	40	0	0	2623	7.225	C23 C25 C27	2.107178	false	false	true	false	true	true	false	false
false	Novel, Mr. Mansouer	28.5	0	0	2697	7.2292	C23 C25 C27	2.107689	false	false	true	false	true	true	false	false
true	Cribb, Miss. Laura Alice	17	0	1	371362	16.1	C23 C25 C27	2.839078	false	false	true	true	false	false	false	true
true	Gracie, Col. Archibald IV	53	0	0	113780	28.5	C51	3.38439	true	false	false	false	true	true	false	false

End of preview. Expand in Data Studio

A cleaned, feature engineered, and split version of the classic Titanic survival dataset from OpenML. See https://github.com/jamieoliver/titanic-dataset-2410 for more details.

Based on https://github.com/fastai/course22/blob/master/clean/05-linear-model-and-neural-net-from-scratch.ipynb using the dataset from using the dataset from https://www.openml.org/search?type=data&sort=runs&id=40945&status=active.

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Size of downloaded dataset files:

77.7 kB

Size of the auto-converted Parquet files:

77.7 kB

Number of rows:

1,309