I'm working with monthly rainfall data over a 40 year period and the goal is to see if the month that has the mean/median rainfall has been shifting over time (for example in April in 1988 to June in 2018), test whether this shift is significant and graphically present the shift. I'm attaching a dummy of the data structure below (with the median as an example).
Rain: shows rainfall in mm
med: show median rainfall for the year
med_rain: shows cumulative rainfall over months in each year
I want to generate the variable "marker" that automatically replaces the value of the var with 1 to the closest match between med/mean and med_year.
On my second problem: what is the best way to structure the data to generate a graph that has the years on the x-axis, months on the y-axis and has dots showing the month with the mean/median.
Many thanks in advance for your time and help!
Best, Wameq
year | month | rainfall | med | med_rain |
1988 | 1 | 42 | 127 | 127 |
1988 | 2 | 65 | 127 | 107 |
. | ||||
2017 | 1 | 65 | 232 | 65 |
2017 | 2 | 75 | 232 | 140 |
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