Table 4 Data preprocessing stages for traffic datasets.

From: AI-based prediction of traffic crash severity for improving road safety and transportation efficiency

Dataset/shape

Traffic people dataset

Dual merge dataset

Triple merge dataset

Number of records

515,685

195,573

2,263,315

Number of features

16

53

44

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