Magic

Name: Magic
Creator: Helix
Keywords: dataset, format:csv, hugging face, language:en, license:cc, physics, size_categories:10K<n<100K, task_categories:tabular-classification

Hugging Face

Magic The Magic dataset from the UCI ML repository. Configurations and tasks Configuration Task Description magic Binary classification Classify the person's magic as over or under the threshold. Usage from datasets import load_dataset dataset = load_dataset("mstz/magic")["train"]

mstz--magic.parquet 500 rows mstz/magic

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scatter major_axis_length vs minor_axis_length correlation heatmap of all numeric columns summary charts for the Magic dataset top 10 rows of Magic with key statistics

Data preview

500 rows · 11 columns · showing first 12

#	major_axis_length float	minor_axis_length float	log_of_sum_of_content float	ratio_of_sum_of_highest_pixels_and_size float	ratio_of_highest_pixel_and_size float	projected_distance_highest_to_center_pixel float	third_root_of_third_moment_along_major_axis float	third_root_of_third_moment_along_minor_axis float	angle_major_axis_to_origin float	distance_origin_to_center float	class integer
1	28.8	16	2.645	0.3918	0.1982	27.7	22.01	-8.203	40.09	81.88	1
2	31.6	11.72	2.518	0.5303	0.3773	26.27	23.82	-9.957	6.361	205.3	1
3	162.1	136	4.061	0.0374	0.0187	116.7	-64.86	-45.22	76.96	256.8	1
4	23.82	9.573	2.338	0.6147	0.3922	27.21	-6.463	-7.151	10.45	116.7	1
5	75.14	30.92	3.161	0.3168	0.1832	-5.528	28.55	21.84	4.648	356.5	1
6	51.62	21.15	2.909	0.242	0.134	50.88	43.19	9.815	3.613	238.1	1
7	48.25	17.36	3.033	0.2529	0.1515	8.573	38.1	10.59	4.792	219.1	1
8	26.79	13.76	2.552	0.4236	0.2174	29.63	20.46	-2.929	0.812	237.1	1
9	96.23	46.52	4.154	0.0779	0.039	110.4	85.05	43.18	4.854	248.2	1
10	46.76	15.2	2.579	0.3377	0.1913	24.75	43.88	-6.681	7.875	102.3	1
11	62.78	29.91	3.333	0.2475	0.1261	-33.91	57.58	23.77	9.914	323.1	1
12	18.86	16.46	2.438	0.5282	0.2933	25.13	-6.54	-16.93	11.46	162.8	1

Auto-generated charts

Magic: 500 rows by 11 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows500

Columns11

Numeric cols11

Charts

major_axis_length vs minor_axis_length

Relationship between major_axis_length and minor_axis_length.

Distribution of major_axis_length

Histogram of major_axis_length values.

Correlation of numeric columns

Pearson correlation between numeric columns.

Interesting queries to try

Columns

major_axis_length numeric
minor_axis_length numeric
log_of_sum_of_content numeric
ratio_of_sum_of_highest_pixels_and_size numeric
ratio_of_highest_pixel_and_size numeric
projected_distance_highest_to_center_pixel numeric
third_root_of_third_moment_along_major_axis numeric
third_root_of_third_moment_along_minor_axis numeric
angle_major_axis_to_origin numeric
distance_origin_to_center numeric
class numeric