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Re: Time Series Analysis on Distributed Merits in the forum (daily, weekly, monthly)
by
tranthidung
on 31/12/2019, 02:37:24 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 688, 675, and 669, respectively; whislt the lowest days are Friday, Saturday, and Sunday at 596, 615, and 626, respectively.
- In means, the highest days are Wednesday, Thursday, and Monday at 929, 856, and 816, respectively; whilst the lowest days are Saturday, Friday, and Sunday, at 695, 705, and 754, 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 |     100.0     753.3     453.8     626.0     520.0     801.0     394.0    3190.0
   Monday |     100.0     815.7     519.8     688.0     576.5     875.0     313.0    3854.0
  Tuesday |      99.0     765.6     460.4     660.0     592.0     769.0     384.0    4193.0
Wednesday |     100.0     928.3    1353.5     668.5     566.5     790.0     394.0   13018.0
 Thursday |     100.0     855.4     842.6     675.0     552.0     812.0     348.0    6762.0
   Friday |     100.0     704.6     497.6     596.0     509.0     707.5     349.0    4500.0
 Saturday |     100.0     694.8     402.2     614.5     497.0     723.5     295.0    3490.0
----------+--------------------------------------------------------------------------------
    Total |     699.0     788.3     722.5     644.0     540.0     780.0     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      688     815.68   576.5     875   313    3854 |
  2. |          2    Thursday      675     855.44     552     812   348    6762 |
  3. |          3   Wednesday    668.5     928.32   566.5     790   394   13018 |
  4. |          4     Tuesday      660   765.6263     592     769   384    4193 |
  5. |          5      Sunday      626     753.32     520     801   394    3190 |
     |--------------------------------------------------------------------------|
  6. |          6    Saturday    614.5     694.84     497   723.5   295    3490 |
  7. |          7      Friday      596     704.65     509   707.5   349    4500 |
     +--------------------------------------------------------------------------+

In means
Code:
    +------------------------------------------------------------------------+
     | rankmean        dofw       mean   median     p25     p75   min     max |
     |------------------------------------------------------------------------|
  1. |        1   Wednesday     928.32    668.5   566.5     790   394   13018 |
  2. |        2    Thursday     855.44      675     552     812   348    6762 |
  3. |        3      Monday     815.68      688   576.5     875   313    3854 |
  4. |        4     Tuesday   765.6263      660     592     769   384    4193 |
  5. |        5      Sunday     753.32      626     520     801   394    3190 |
     |------------------------------------------------------------------------|
  6. |        6      Friday     704.65      596     509   707.5   349    4500 |
  7. |        7    Saturday     694.84    614.5     497   723.5   295    3490 |
     +------------------------------------------------------------------------+