Post
Topic
Board Meta
Re: Time Series Analysis on Distributed Merits in the forum (daily, weekly, monthly)
by
tranthidung
on 27/12/2019, 02:17:20 UTC
Medians and means of intra-day merits over days of weeks.
Colors:
  • Green: highest.
  • Red: Lowest.

- In median, the highest days are Monday, Thursday, and Wednesday at 685, 674, and 667, respectively; whislt the lowest days are Friday, Saturday, and Sunday at 596, 614, and 625, respectively.
- In means, the highest days are Wednesday, Thursday, and Monday at 930, 853, and 813, respectively; whilst the lowest days are Saturday, Friday, and Sunday, at 695, 705, and 752, respectively.

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:
Summary for variables: merit
     by categories of: dofw

     dofw |         N      mean        sd       p50       p25       p75       min       max
----------+--------------------------------------------------------------------------------
   Sunday |      99.0     751.9     455.9     625.0     517.0     797.0     394.0    3190.0
   Monday |      99.0     812.7     521.6     685.0     574.0     865.0     313.0    3854.0
  Tuesday |      98.0     764.1     462.5     659.5     592.0     761.0     384.0    4193.0
Wednesday |      99.0     929.3    1360.4     667.0     563.0     788.0     394.0   13018.0
 Thursday |      99.0     853.8     846.7     674.0     550.0     811.0     348.0    6762.0
   Friday |      99.0     704.8     500.2     596.0     508.0     713.0     349.0    4500.0
 Saturday |      99.0     694.6     404.2     614.0     486.0     724.0     295.0    3490.0
----------+--------------------------------------------------------------------------------
    Total |     692.0     787.3     725.9     642.5     538.5     778.0     295.0   13018.0
-------------------------------------------------------------------------------------------

Box plots
Outliers displayed as red circles.

Outliers non-displayed.

Details on ranks:
In medians
Code:
    +----------------------------------------------------------------------+
     | rankmedian        dofw   median       mean   p25   p75   min     max |
     |----------------------------------------------------------------------|
  1. |          1      Monday      685   812.7475   574   865   313    3854 |
  2. |          2    Thursday      674   853.7778   550   811   348    6762 |
  3. |          3   Wednesday      667   929.2525   563   788   394   13018 |
  4. |          4     Tuesday    659.5    764.051   592   761   384    4193 |
  5. |          5      Sunday      625   751.8687   517   797   394    3190 |
     |----------------------------------------------------------------------|
  6. |          6    Saturday      614   694.5555   486   724   295    3490 |
  7. |          7      Friday      596   704.7778   508   713   349    4500 |
     +----------------------------------------------------------------------+

In means
Code:
    +--------------------------------------------------------------------+
     | rankmean        dofw       mean   median   p25   p75   min     max |
     |--------------------------------------------------------------------|
  1. |        1   Wednesday   929.2525      667   563   788   394   13018 |
  2. |        2    Thursday   853.7778      674   550   811   348    6762 |
  3. |        3      Monday   812.7475      685   574   865   313    3854 |
  4. |        4     Tuesday    764.051    659.5   592   761   384    4193 |
  5. |        5      Sunday   751.8687      625   517   797   394    3190 |
     |--------------------------------------------------------------------|
  6. |        6      Friday   704.7778      596   508   713   349    4500 |
  7. |        7    Saturday   694.5555      614   486   724   295    3490 |
     +--------------------------------------------------------------------+