Broadway Musicals
Creating an interactive dashboard with shinymetrics and tidymetrics, moving windows, period aggregation
Notable topics: Creating an interactive dashboard with shinymetrics and tidymetrics, moving windows, period aggregation
Recorded on: 2020-04-27
Timestamps by: Eric Fletcher
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Timestamps
Use the cross_by_periods function from the tidymetrics package to aggregate data over time (month, quarter, and year) then visualize with geom_line.
Use the cross_by_periods function from the tidymetrics package with windows = c(28)) to create a 4-week rolling average across month, quarter, and year.
Create and interactive dashboard using the shinymetrics and tidymetrics packages.
Use the str_remove function from the stringr package to remove matched pattern in a string.
Use the cross_by_dimensions function from the tidymetrics package which acts as an extended group_by that allows complete summaries across each individual dimension and possible combinations.
Use the shinybones package to create an interactive dashboard to visualize all 3 metrics at the same time.