Sample dataset of one year hourly basis machine monitor, with the recorded info about failures.

A dataset of steel plates’ faults, classified into 7 different types. The goal was to train machine learning for automatic pattern recognition.

Source

Steel Plates Faults Data Set at UCI Machine Learning Repository

Data from a semi-conductor manufacturing process

Source SECOM Data Set from UCI

These data give air pollution and related values for 41 U.S. cities and were collected from U.S. government publications. The data are means over the years 1969-1971.

- City: City

SO2: Sulfur dioxide content of air in micrograms per cubic meter - Temperature: Average annual temperature in degrees Fahrenheit

Enterprises: Number of manufacturing enterprises employing 20 or more workers - Population: Population size in thousands from the 1970 census

Wind speed: Average annual wind speed in miles per hour - Rain: Average annual precipitation in inches

Rain Days: Average number of days with precipitation per year

DASL file

The dataset contains 8,648 instances with 31 variables collected from sensors of an industrial machine.