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Re: Time Series Analysis on Distributed Merits in the forum (daily, weekly, monthly)
by
tranthidung
on 07/01/2020, 04:37:32 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 691, 676, and 670, respectively; whislt the lowest days are Friday, Saturday, and Sunday at 596, 615, and 627, respectively.
- In means, the highest days are Wednesday, Thursday, and Monday at 927, 857, and 815, respectively; whilst the lowest days are Saturday, Friday, and Sunday, at 697, 708, and 756, 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 |     101.0     755.4     452.0     627.0     523.0     805.0     394.0    3190.0
   Monday |     101.0     815.0     517.3     691.0     579.0     865.0     313.0    3854.0
  Tuesday |     101.0     766.0     455.8     663.0     597.0     777.0     384.0    4193.0
Wednesday |     101.0     927.0    1346.8     670.0     570.0     792.0     394.0   13018.0
 Thursday |     101.0     856.1     838.4     676.0     554.0     813.0     348.0    6762.0
   Friday |     101.0     707.1     495.8     596.0     510.0     713.0     349.0    4500.0
 Saturday |     101.0     696.1     400.4     615.0     508.0     724.0     295.0    3490.0
----------+--------------------------------------------------------------------------------
    Total |     707.0     789.0     718.5     645.0     542.0     787.0     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      691        815   579   865   313    3854 |
  2. |          2    Thursday      676   856.1485   554   813   348    6762 |
  3. |          3   Wednesday      670   927.0198   570   792   394   13018 |
  4. |          4     Tuesday      663   766.0495   597   777   384    4193 |
  5. |          5      Sunday      627   755.4357   523   805   394    3190 |
     |----------------------------------------------------------------------|
  6. |          6    Saturday      615   696.1485   508   724   295    3490 |
  7. |          7      Friday      596   707.1386   510   713   349    4500 |
     +----------------------------------------------------------------------+

In means
Code:
    +--------------------------------------------------------------------+
     | rankmean        dofw       mean   median   p25   p75   min     max |
     |--------------------------------------------------------------------|
  1. |        1   Wednesday   927.0198      670   570   792   394   13018 |
  2. |        2    Thursday   856.1485      676   554   813   348    6762 |
  3. |        3      Monday        815      691   579   865   313    3854 |
  4. |        4     Tuesday   766.0495      663   597   777   384    4193 |
  5. |        5      Sunday   755.4357      627   523   805   394    3190 |
     |--------------------------------------------------------------------|
  6. |        6      Friday   707.1386      596   510   713   349    4500 |
  7. |        7    Saturday   696.1485      615   508   724   295    3490 |
     +--------------------------------------------------------------------+