5 Breach

library(crosstalk)
share_df=highlight_key(breach_data_wide)

breach_disch_ts=plot_ly(data=share_df, x=~Date) %>%
    add_markers(y=~Net)  %>%
    #add_markers(y=~`N to S`)  %>%
    #add_markers(y=~`S to N`)# %>%
    #highlight(on = "plotly_selected", dynamic = TRUE)
    highlight(
        on = "plotly_selected",
        off = "plotly_deselect",
        dynamic = FALSE, 
        selectize = FALSE, 
        selected = attrs_selected(opacity = 0.8)
    ) %>%
    layout(
        xaxis = list(title = ""),
        yaxis = list(title = 'Daily mean net discharge (cfs, S to N)')
    ) %>% 
    config(displaylogo = FALSE,
        modeBarButtonsToRemove = c(
            'sendDataToCloud',
            'hoverClosestCartesian',
            'hoverCompareCartesian'
        )
    )
breach_disch_ts

## Warning: Ignoring 7 observations

breach_disch_hist=plot_ly(data=share_df, x=~Net, type='histogram') %>% layout(barmode = "overlay", showlegend = FALSE) %>%
    layout(
        yaxis = list(title = "Frequency"),
        xaxis = list(title = 'Daily mean net discharge (cfs, S to N)')
    ) %>% 
    config(displaylogo = FALSE,
        modeBarButtonsToRemove = c(
            'sendDataToCloud',
            'hoverClosestCartesian',
            'hoverCompareCartesian'
        )
    )
breach_disch_hist

## Warning: Ignoring 7 observations