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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.
Steel Plates Faults Data Set at UCI Machine Learning Repository
Data from a semi-conductor manufacturing process
Source SECOM Data Set from UCI
Data from Brittany Parker PSYC 497 Spring 2009. From an observational study of seatbelt use in Horry County, SC.
Vehicles were observed passing on a country road and an urban street, and vehicle type, gender of driver, and whether driver was wearing a seatbelt were recorded.
Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers.
The goal of the contest is to predict the sale price of a particular piece of heavy equiment at auction based on it's usage, equipment type, and configuaration. The data is sourced from auction result postings and includes information on usage and equipment configurations.
Data on mileage per gallon for a series of older automobiles, based on other information about the car, such as acceleration and horsepower. Taken from the UCI machine learning repository at http://archive.ics.uci.edu/ml/datasets/Auto+MPG.
Predictive maintenance dataset for demo purposes. This dataset contains fake data and emulates a predictive maintenance use case in a Factory. The objective class is very unbalanced. Anomaly detectors isolate well the failures
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
Road Safety - digital Breath Test Data 2011 in UK