Datasets:

emkessle
/

TabularDataHW1

right hand notes int64 34 874	left hand notes int64 21 955	measures int64 8 165	Key Center int64 0 11	marking int64 0 5	Target (Composer) stringclasses 2 values
108	82	16	3	1	Mozart
196	136	29	2	2	Mozart
118	89	24	6	3	Mozart
116	96	25	9	2	Mozart
116	72	21	8	0	Mozart
172	96	16	5	0	Mozart
67	21	8	3	2	Mozart
124	92	14	11	4	Mozart
154	133	21	2	0	Mozart
150	219	20	4	0	Mozart
207	96	17	10	1	Mozart
161	132	16	10	0	Mozart
222	109	25	6	0	Mozart
133	80	16	10	0	Mozart
235	171	32	7	2	Mozart
96	49	13	2	4	Beethoven
104	86	19	6	5	Beethoven
151	189	19	10	2	Beethoven
481	561	31	5	5	Beethoven
356	353	39	8	5	Beethoven
429	335	72	11	4	Beethoven
475	372	49	10	3	Beethoven
619	494	159	3	3	Beethoven
829	329	103	10	3	Beethoven
864	940	146	2	1	Beethoven
486	405	87	6	5	Beethoven
410	483	32	6	5	Beethoven
268	230	32	10	3	Beethoven
166	188	20	0	3	Beethoven
87	64	16	10	1	Beethoven
132	81	14	3	0	Mozart
174	129	31	2	1	Mozart
123	73	26	6	3	Mozart
120	90	25	8	0	Mozart
107	65	27	9	0	Mozart
181	111	11	5	1	Mozart
50	39	11	4	1	Mozart
94	96	14	11	4	Mozart
164	127	18	0	0	Mozart
129	230	23	6	0	Mozart
201	100	24	10	0	Mozart
162	144	18	10	1	Mozart
247	110	21	4	1	Mozart
123	92	18	10	0	Mozart
236	155	27	9	3	Mozart
90	29	12	1	3	Beethoven
95	76	19	6	5	Beethoven
172	189	16	9	1	Beethoven
462	575	30	6	4	Beethoven
354	372	39	8	5	Beethoven
425	343	73	10	3	Beethoven
497	363	47	11	3	Beethoven
616	489	162	3	4	Beethoven
854	355	105	10	4	Beethoven
831	938	144	3	1	Beethoven
513	386	84	5	5	Beethoven
402	488	34	5	4	Beethoven
283	214	35	9	3	Beethoven
172	187	22	1	3	Beethoven
97	54	16	11	1	Beethoven
126	70	14	4	1	Mozart
200	121	31	1	0	Mozart
117	78	26	5	1	Mozart
90	84	23	9	1	Mozart
119	66	25	9	1	Mozart
180	97	18	6	0	Mozart
34	22	9	3	2	Mozart
112	92	15	11	4	Mozart
149	142	23	0	1	Mozart
148	230	22	5	0	Mozart
205	112	22	10	0	Mozart
177	128	16	9	2	Mozart
244	127	25	6	0	Mozart
121	81	18	11	0	Mozart
226	174	25	8	3	Mozart
82	30	10	1	3	Beethoven
121	94	23	6	5	Beethoven
161	174	17	10	1	Beethoven
466	575	34	6	4	Beethoven
357	372	39	8	4	Beethoven
418	328	77	10	4	Beethoven
478	358	48	11	3	Beethoven
622	489	163	3	4	Beethoven
832	336	103	10	5	Beethoven
874	946	142	2	2	Beethoven
487	398	87	4	3	Beethoven
392	488	30	5	5	Beethoven
292	215	35	10	3	Beethoven
161	180	21	0	3	Beethoven
120	62	15	10	0	Beethoven
127	59	20	4	0	Mozart
198	137	29	2	1	Mozart
111	66	24	6	3	Mozart
121	88	22	7	2	Mozart
104	67	22	8	0	Mozart
167	104	16	7	1	Mozart
36	34	10	3	2	Mozart
118	89	17	11	3	Mozart
157	144	19	1	0	Mozart
135	216	21	4	0	Mozart

End of preview. Expand in Data Studio

Dataset Card for TabularDataHW1

This dataset contains tabular data describing classical music pieces by Beethoven and Mozart, for classification by composer.

Dataset Details

Dataset Description

Curated by: Ethan Kessler
License: MIT

Uses

Direct Use

This dataset is for use in training a classifier model on tabular data

Out-of-Scope Use

More Information Needed

Dataset Structure

The original split consists of 30 classical piano pieces, for prediction of whether the composer is either Mozart or Beethoven. The five parameters measured were number of right hand notes, number of left hand notes, number of measures, key center, and marking data. The labels for the key center are as follows: "A": 0, "Bb": 1, "B": 2, "C": 3, "Db": 4, "D": 5, "Eb": 6, "E": 7, "F": 8, "Gb": 9, "G": 10, "Ab": 11 The labels for the marking data is as follows: 0 = Minuet 1 = Allegro 2 = Andante 3 = Moderato 4 = Allegretto 5 = Dance The data was augmented, using 303 rows of EDA, 202 rows of character level noise, 303 rows of backtranslation, and 202 rows of paraphrasing.

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Data Collection and Processing

The data was collected manually by the dataset author using the recommendation of Microsoft Copilot to select pieces, and open source sheet music was used for analysis.