Origin–destination trips by purpose and time of day inferred from mobile phone data

•We preprocess mobile phone records of millions of anonymized users.•We estimate average daily origin–destination trips by purpose and time of day.•We compare the distributions of estimated trips with local and national surveys.•We explore the impact of aggregation size on the accuracy of estimated trips.