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deancgarcia
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cs4990_hw3

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train · 77.5k rows

FIRM int64 -10 5	Class int64 0 2	Start int64 0 1.44k	End int64 245 2.75k	Length int64 241 1.41k	Night int64 0 1	Gap int64 0 999	WS int64 0 1	idx int64 1 32	Base int64 2 5	StartAdj float64 -6 0	LenAdj float64 -8 0	Comp float64 -4 0	Trans float64 -21 0	Press float64 -44.33 0	p1s int64 -10 5	p1l int64 0 1.41k	p2s int64 -10 5	p2l int64 0 1.41k
-10	0	290	610	320	0	999	0	6	5	-3.25	-4	0	-4	-4.67	0	0	0	0
-10	0	905	1,265	360	0	295	0	6	5	-3.25	-4	0	-4	-4.67	-10	320	0	0
5	0	1,040	1,505	465	0	999	1	1	5	0	0	0	0	0	-10	360	-10	320
4	0	920	1,295	375	0	855	0	2	5	0	0	0	0	-0.67	5	465	-10	360
1	0	1,280	1,775	495	1	999	1	1	2	0	0	0	-1	0	4	375	5	465
2	0	995	1,460	465	0	660	0	2	5	0	0	0	-2	-0.67	1	495	4	375
5	0	755	1,310	555	0	999	1	1	5	0	0	0	0	0	2	465	1	495
4	0	680	1,225	545	0	810	0	2	5	0	0	0	0	-0.67	5	555	2	465
-2	0	1,310	1,880	570	1	999	0	3	2	0	0	0	-2	-1.67	4	545	5	555
-3	0	20	740	720	1	999	0	4	2	0	0	0	-2	-2.67	-2	570	4	545
-4	1	1,130	1,865	735	1	999	0	5	2	0	-0.25	0	-2	-4.17	-3	720	-2	570
-6	0	1,160	1,830	670	1	735	0	6	2	0	0	0	-2	-5.67	-4	735	-3	720
4	0	830	1,505	675	0	999	1	1	5	0	0	0	-1	0	0	0	0	0
3	0	670	1,265	595	0	605	0	2	5	0	0	-0.75	-1	-0.67	4	675	0	0
0	0	260	1,025	765	0	999	1	1	5	-4.75	-0.38	0	0	0	3	595	4	675
-2	0	200	930	730	0	615	0	2	5	-5.75	-0.12	-0.75	0	-0.67	0	765	3	595
-2	0	980	1,610	630	1	999	0	3	2	0	0	0	-2	-1.67	-2	730	0	765
0	0	995	1,445	450	0	825	0	4	5	0	0	0	-3	-2.33	-2	630	-2	730
5	0	545	975	430	0	999	1	1	5	0	0	0	0	0	0	450	-2	630
2	0	330	1,049	719	0	999	1	1	5	-3.5	0	0	0	0	5	430	0	450
-4	0	130	860	730	1	521	0	2	2	0	0	-3.25	-2	-1	2	719	5	430
-2	0	1,285	1,765	480	1	999	0	3	2	0	0	0	-2	-2	-4	730	2	719
-3	0	1,190	1,635	445	1	865	0	4	2	0	0	0	-2	-3	-2	480	-4	730
-2	0	590	1,240	650	0	999	0	5	5	0	0	0	-3	-4	-3	445	-2	480
-3	0	631	1,205	574	0	831	0	6	5	0	0	0	-3	-5	-2	650	-3	445
-10	0	1,310	1,880	570	1	999	0	7	2	0	0	0	-5	-6.5	-3	574	-2	650
-10	0	20	740	720	1	999	0	8	2	0	0	0	-5	-8.5	-10	570	-3	574
-10	1	1,130	1,865	735	1	999	0	9	2	0	-0.25	0	-5	-10.5	-10	720	-10	570
-10	0	1,160	1,830	670	1	735	0	10	2	0	0	0	-5	-12.5	-10	735	-10	720
-10	0	100	715	615	1	999	0	5	2	0	0	-2.25	-6	-3.33	0	0	0	0
-9	0	295	695	400	0	999	0	6	5	-3	0	0	-7	-4	-10	615	0	0
-10	0	1,180	1,560	380	0	485	0	7	5	0	0	-2.75	-7	-5	-9	400	-10	615
-10	0	1,195	1,585	390	1	999	0	8	2	0	0	0	-9	-6.5	-10	380	-9	400
2	0	940	1,255	315	0	999	1	1	5	0	0	0	-3	0	-10	390	-10	380
1	0	701	1,105	404	0	886	0	2	5	0	0	0	-3	-0.67	2	315	-10	390
-4	0	220	595	375	0	999	0	3	5	-4.25	0	0	-3	-1.33	1	404	2	315
-3	0	1,075	1,455	380	0	480	0	4	5	0	0	-3	-3	-2	-4	375	1	404
-1	0	1,150	1,560	410	0	999	0	5	5	0	0	0	-3	-2.67	-3	380	-4	375
-4	0	610	1,065	455	0	490	0	6	5	0	0	-2.75	-3	-3.33	-1	410	-3	380
5	0	640	1,020	380	0	999	1	1	5	0	0	0	0	0	-4	455	-1	410
4	0	745	1,180	435	0	999	0	2	5	0	0	0	0	-0.67	5	380	-4	455
5	0	920	1,250	330	0	999	1	1	5	0	0	0	0	0	4	435	5	380
4	0	850	1,330	480	0	999	0	2	5	0	0	0	0	-0.67	5	330	4	435
4	0	925	1,330	405	0	999	0	3	5	0	0	0	0	-1.33	4	480	5	330
3	0	685	1,135	450	0	795	0	4	5	0	0	0	0	-2	4	405	4	480
2	0	770	1,110	340	0	999	0	5	5	0	0	0	0	-2.67	3	450	4	405
2	0	660	1,090	430	0	990	0	6	5	0	0	0	0	-3.33	2	340	3	450
-5	0	1,280	1,690	410	1	999	0	7	2	0	0	0	-2	-4.83	2	430	2	340
-10	2	1,135	2,005	870	1	885	0	8	2	0	-3	0	-2	-6.83	-5	410	2	430
-9	0	1,405	1,990	585	1	840	0	9	2	0	0	0	-2	-8.83	-10	870	-5	410
-5	0	1,275	1,690	415	1	999	0	3	2	0	0	-2.5	-2	-2	0	0	0	0
-1	0	1,045	1,405	360	0	795	0	4	5	0	0	0	-3	-2.67	-5	415	0	0
-1	0	882	1,155	273	0	917	0	5	5	0	0	0	-3	-3.33	-1	360	-5	415
-3	0	415	1,060	645	0	700	0	6	5	-1	0	0	-3	-4.33	-1	273	-1	360
5	0	730	1,315	585	0	999	1	1	5	0	0	0	0	0	-3	645	-1	273
-1	0	1,060	1,720	660	1	999	0	2	2	0	0	0	-2	-1	5	585	-3	645
2	0	1,425	1,930	505	1	999	1	1	2	0	0	0	0	0	-1	660	5	585
1	0	1,291	1,570	279	1	801	0	2	2	0	0	0	0	-1	2	505	-1	660
2	0	1,045	1,630	585	1	999	1	1	2	0	0	0	0	0	1	279	2	505
3	0	940	1,465	525	0	750	0	2	5	0	0	0	-1	-0.67	2	585	1	279
1	0	270	730	460	0	999	1	1	5	-4.5	0	0	0	0	3	525	2	585
3	0	380	800	420	0	999	0	2	5	-1.75	0	0	0	-0.67	1	460	3	525
4	0	435	790	355	0	999	1	1	5	-0.75	0	0	0	0	3	420	1	460
-3	0	1,390	1,735	345	1	600	0	2	2	0	0	-2	-2	-1	4	355	3	420
-2	0	1,421	1,930	509	1	999	0	3	2	0	0	0	-2	-2	-3	345	4	355
-3	0	1,345	1,810	465	1	855	0	4	2	0	0	0	-2	-3	-2	509	-3	345
-4	0	1,280	1,690	410	1	910	0	5	2	0	0	0	-2	-4	-3	465	-2	509
-9	2	1,135	2,020	885	1	885	0	6	2	0	-3.5	0	-2	-5.5	-4	410	-3	465
1	0	1,065	1,515	450	0	999	0	6	5	0	0	0	0	-3.67	0	0	0	0
5	0	915	1,395	480	0	999	1	1	5	0	0	0	0	0	1	450	0	0
4	0	625	975	350	0	670	0	2	5	0	0	0	0	-0.67	5	480	1	450
4	0	665	1,335	670	0	999	0	3	5	0	0	0	0	-1.33	4	350	5	480
-10	1	870	2,070	1,200	1	975	0	4	2	0	-8	0	-2	-2.33	4	670	4	350
5	0	595	980	385	0	999	1	1	5	0	0	0	0	0	0	0	0	0
-1	0	1,075	1,575	500	1	999	0	2	2	0	0	0	-2	-1	5	385	0	0
2	0	75	660	585	1	999	1	1	2	0	0	0	0	0	-1	500	5	385
1	0	5	630	625	1	785	0	2	2	0	0	0	0	-1	2	585	-1	500
1	0	905	1,695	790	1	999	1	1	2	0	-1.25	0	0	0	1	625	2	585
1	0	1,005	1,620	615	1	750	0	2	2	0	0	0	0	-1	1	790	1	625
2	0	655	1,255	600	0	999	0	3	5	0	0	0	-1	-1.67	1	615	1	790
-4	0	1,265	1,695	430	1	999	0	4	2	0	0	0	-3	-2.67	2	600	1	615
2	0	0	480	480	1	999	1	1	2	0	0	0	0	0	-4	430	2	600
1	0	85	675	590	1	999	0	2	2	0	0	0	0	-1	2	480	-4	430
2	0	451	935	484	0	999	1	1	5	-0.5	0	0	-3	0	1	590	2	480
-5	0	170	840	670	1	675	0	2	2	0	0	-0.75	-5	-1	2	484	1	590
2	0	665	1,335	670	0	999	1	1	5	0	0	0	-3	0	-5	670	2	484
-10	1	870	2,070	1,200	1	975	0	2	2	0	-8	0	-5	-1	2	670	-5	670
2	0	451	780	329	0	999	0	3	5	-0.5	0	0	-1	-1.33	0	0	0	0
-3	0	60	555	495	1	720	0	4	2	0	0	0	-3	-2.33	2	329	0	0
4	0	595	975	380	0	999	1	1	5	0	0	0	-1	0	-3	495	2	329
-2	0	1,075	1,575	500	1	999	0	2	2	0	0	0	-3	-1	4	380	-3	495
2	0	75	660	585	1	999	1	1	2	0	0	0	0	0	-2	500	4	380
1	0	5	665	660	1	785	0	2	2	0	0	0	0	-1	2	585	-2	500
1	0	905	1,695	790	1	999	1	1	2	0	-1.25	0	0	0	1	660	2	585
1	0	1,005	1,620	615	1	750	0	2	2	0	0	0	0	-1	1	790	1	660
2	0	655	1,255	600	0	999	0	3	5	0	0	0	-1	-1.67	1	615	1	790
-4	0	1,265	1,695	430	1	999	0	4	2	0	0	0	-3	-2.67	2	600	1	615
2	0	0	480	480	1	999	1	1	2	0	0	0	0	0	-4	430	2	600
1	0	85	675	590	1	999	0	2	2	0	0	0	0	-1	2	480	-4	430
2	0	451	935	484	0	999	1	1	5	-0.5	0	0	-3	0	1	590	2	480

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Dataset Card for Trains

Dataset Summary

Each record in the file contains information about one particular shift that an engineer or conductor worked. Clock-in and clock-out information, plus many statistics, are provided. One column, named 'class', is actually the target. This column contains an integer that can have one of three values:

0: No accident occurred during this shift

1: An accident of type '1' occurred during this shift

An accident of type '2' occurred during this shift

Supported Tasks and Leaderboards

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Languages

English

Dataset Structure

Data Instances

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Data Fields

FIRM Class Start End Length Night Gap WS idx Base StartAdj LenAdj Comp Trans Press p1s p1l p2s p2l MalAdj NFZ AFZ MFZ

Data Splits

Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Size of the auto-converted Parquet files:

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Number of rows:

77,518