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Re: Time Series Analysis on Distributed Merits in the forum (daily, weekly, monthly)
by
tranthidung
on 18/11/2019, 03:10:04 UTC
Medians and means of intra-day merits over days of weeks.
Colors:
  • Green: highest.
  • Red: Lowest.

- In median, the highest days are Monday, Wednesday, and Thursday at 675, 654, and 652, respectively; whislt the lowest days are Friday, Saturday, and Sunday at 586, 591, and 614, respectively.
- In means, the highest days are Monday, Wednesday, and Tuesday, at 726, 697, and 688, respectively; whilst the lowest days are Friday, Saturday, and Sunday, at 610, 612, and 665, respectively.
- Monday has still been the highest day in terms of median and mean of intra-day merits over weeks, in contrast Friday is the lowest days in terms of median, and mean of intra-day merits over weeks.

Calendar day is in GMT time.
To take away all doubt: the first Merit was this one:
Code:
1516831941 1 2818066.msg28853325 35 877396
Use EpochConverter to convert 1516831941 (Unix Time) to GMT: Wednesday 24 January 2018 22:12:21.

Basic statistics:
Code:
. tabstat merit, s(n mean sd p50 p25 p75 min max) format(%9.1f) by(dofw)

Summary for variables: merit
     by categories of: dofw

     dofw |         N      mean        sd       p50       p25       p75       min       max
----------+--------------------------------------------------------------------------------
   Sunday |      90.0     664.5     266.9     613.5     512.0     729.0     394.0    2464.0
   Monday |      91.0     725.3     253.1     675.0     566.0     797.0     313.0    1863.0
  Tuesday |      90.0     687.1     194.1     641.0     586.0     737.0     384.0    1327.0
Wednesday |      90.0     696.4     196.1     654.0     559.0     762.0     394.0    1271.0
 Thursday |      90.0     678.1     188.0     651.5     541.0     767.0     348.0    1335.0
   Friday |      90.0     609.6     185.8     585.5     500.0     676.0     349.0    1706.0
 Saturday |      90.0     611.9     193.6     590.5     478.0     689.0     295.0    1410.0
----------+--------------------------------------------------------------------------------
    Total |     631.0     667.6     216.2     627.0     530.0     742.0     295.0    2464.0
-------------------------------------------------------------------------------------------

Box plots
Outliers displayed as red circles.

Outliers non-displayed.