Time series data workflow

Case Study: Analyzing City Time Series Data in R

Lore Dirick

Manager of Data Science Curriculum at Flatiron School

Workflow for merging

Encode all time series objects to xts

data_1_xts <- as.xts(data_1, order.by = index)

Examine and adjust periodicity

periodicity(data_1_xts)
to.period(data_1_xts, period = "years")

Merge xts objects

merged_data <- merge(data_1_xts, data_2_xts)

Case Study: Analyzing City Time Series Data in R