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Table 5 Dataset ranked by number of users, for purpose imputation

From: Transport behavior-mining from smartphones: a review

References Person-day Users Ground truth Observations Time Area Smart-phone App
Yazdizadeh et al. [122] 88,629 6845 Validated-by-respondents (P2D) 131,777 trips, 33 mln GPS points 1 month collection period Montreal MTL Traject App
Bohte and Maat [21] 40,208 1104 Validated-by-respondents n.p. 7395 days Netherlands GPS logger and Web based validation
Kim et al. [60] 7856 793 Validated-by-respondents (P2D) 22,170 days, 130 mln GPS points 5–14 days per respondent Singapore Future Mobility Survey
Feng and Timmermans [40] n.p. 329 Validated-by-respondents (P2D) 10,545 activities 3 month per respondent Netherlands (Rotterdam) GPS logger and Web based validation
Xiao et al. [120] 2409 321 Validated-by-respondents (P2P) 7039 trips 7–12 days per respondent Shanghai Shangai City - Smartphone Based Travel Survey
Montini et al. [76] n.p. 156 Validated-by-respondents 6938 activities 7 days Zurich Self Developed App