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Table 8 Types of datasets used in method evaluation and their availability online or reproducibility, the total number of datasets used for each type of dataset and the respective papers and the total number of papers that used those datasets

From: Sensor data quality: a systematic review

Dataset typeAvailabilityNo. datasetsPapersNo. papers
Real-world datasetsPublished and currently available21[7, 9, 34,35,36, 38, 39, 46, 48, 55, 57, 58, 62, 63, 66, 79]16
Unpublished or currently not available33[9, 30, 31, 33, 35,36,37, 40,41,42, 44, 45, 47, 49, 50, 52,53,54, 56, 60, 61, 64, 65, 67,68,69,70, 72, 73, 75, 76, 81]32
Simulated datasetsPublished or reproducible2[46, 54]2
Not reproducible16[35, 37, 39, 43, 47, 51, 57,58,59, 69, 71, 74, 76,77,78]15