Auto Mpg

Name: Auto Mpg
Creator: Helix
Keywords: dataset, hugging face, language:en, license:apache-2.0, size_categories:n<1K, task_categories:tabular-classification, task_categories:tabular-regression, transport

Hugging Face

Auto Miles per Gallon (MPG) Dataset Following description was taken from UCI machine learning repository. Source: This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. The dataset was used in the 1983 American Statistical Association Exposition. Data Set Information: This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute… See the full description on the dataset page: https://huggingface.co/datasets/scikit-learn/auto-mpg.

scikit-learn--auto-mpg.parquet 398 rows scikit-learn/auto-mpg

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show mpg over model year as a line chart scatter mpg vs cylinders correlation heatmap of all numeric columns most common values in horsepower

Data preview

398 rows · 9 columns · showing first 12

#	mpg float	cylinders integer	displacement float	horsepower text	weight integer	acceleration float	model year integer	origin integer	car name text
1	18	8	307	130	3504	12	70	1	chevrolet chevelle malibu
2	15	8	350	165	3693	11.5	70	1	buick skylark 320
3	18	8	318	150	3436	11	70	1	plymouth satellite
4	16	8	304	150	3433	12	70	1	amc rebel sst
5	17	8	302	140	3449	10.5	70	1	ford torino
6	15	8	429	198	4341	10	70	1	ford galaxie 500
7	14	8	454	220	4354	9	70	1	chevrolet impala
8	14	8	440	215	4312	8.5	70	1	plymouth fury iii
9	14	8	455	225	4425	10	70	1	pontiac catalina
10	15	8	390	190	3850	8.5	70	1	amc ambassador dpl
11	15	8	383	170	3563	10	70	1	dodge challenger se
12	14	8	340	160	3609	8	70	1	plymouth 'cuda 340

Auto-generated charts

Auto Mpg: 398 rows by 9 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.

Rows398

Columns9

Numeric cols7

Charts

mpg vs cylinders

Relationship between mpg and cylinders.

Distribution of mpg

Histogram of mpg values.

Correlation of numeric columns

Pearson correlation between numeric columns.

Interesting queries to try

Columns

mpg numeric
cylinders numeric
displacement numeric
horsepower text
weight numeric
acceleration numeric
model year datetime
origin numeric
car name text