asset name : bond_fund - Period 1988-2019
Min 1988-2-29 - 12:00 -- Max 2019-7-31 - 12:00 -- 31.44 years
Binified bond_fund - geometrical average -  non-markov
BinID00   1.0178  #04     BinID01   1.0115  #06     BinID02   1.0098  #06     BinID03   1.0132  #07     BinID04   1.0144  #06     BinID05   1.0165  #07     BinID06   1.0192  #06     BinID07   1.0174  #06     BinID08   1.0175  #07     BinID09   1.0276  #06     
BinID10   1.0216  #07     BinID11   1.0143  #06     BinID12   1.0140  #06     BinID13   1.0166  #07     BinID14   1.0168  #06     BinID15   1.0130  #07     BinID16   1.0094  #06     BinID17   1.0086  #06     BinID18   1.0068  #07     BinID19   1.0113  #06     
BinID20   1.0120  #07     BinID21   1.0080  #06     BinID22   1.0053  #06     BinID23   1.0066  #07     BinID24   1.0151  #06     BinID25   1.0118  #06     BinID26   1.0116  #07     BinID27   1.0114  #06     BinID28   1.0111  #07     BinID29   1.0070  #06     
BinID30   1.0071  #06     BinID31   1.0050  #07     BinID32   1.0067  #06     BinID33   1.0033  #07     BinID34   1.0051  #06     BinID35   1.0070  #06     BinID36   1.0070  #07     BinID37   1.0115  #06     BinID38   1.0077  #07     BinID39   1.0215  #06     
BinID40   1.0066  #06     BinID41   1.0048  #07     BinID42   1.0015  #06     BinID43   0.9991  #07     BinID44   1.0080  #06     BinID45   1.0026  #06     BinID46   1.0011  #07     BinID47   1.0002  #06     BinID48   1.0004  #06     BinID49   1.0003  #07     
BinID50   0.9999  #06     BinID51   1.0007  #07     BinID52   0.9999  #06     BinID53   0.9999  #06     BinID54   0.9985  #07     BinID55   0.9981  #06     BinID56   0.9978  #07     BinID57   0.9981  #06     BinID58   0.9978  #06     BinID59   0.9994  #04     
37.80 values per cluster
1 < -0.0006 ; 2 < 0.0001 ; 3 < 0.0008 ; 4 < 0.0016 ; 5 < 0.0023 ; 6 < 0.0032 ; 7 < 0.0042 ; 8 < 0.0052 ; 9 < 0.0066 ; 10 < 0.0162
densityClusters between -0.0044 and 0.0162
markov bands - clustered by density - in percent
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      37.8     21.6     16.2      8.1      2.7      5.4      5.4      0.0      0.0      2.7  
srcbin  2      27.0     16.2     29.7     10.8      8.1      0.0      2.7      0.0      2.7      2.7  
srcbin  3      15.8     39.5     21.1      2.6      5.3      5.3      5.3      5.3      0.0      0.0  
srcbin  4       5.3      7.9     15.8     13.2     18.4     18.4      7.9      5.3      2.6      5.3  
srcbin  5       5.3      2.6      5.3     23.7     13.2     23.7     15.8      5.3      5.3      0.0  
srcbin  6       5.3      7.9      2.6     23.7     15.8     13.2     13.2      5.3     10.5      2.6  
srcbin  7       0.0      2.6      7.9     10.5     15.8     10.5     13.2     10.5     21.1      7.9  
srcbin  8       0.0      0.0      2.6      2.6     13.2      7.9     21.1     18.4     23.7     10.5  
srcbin  9       2.6      2.6      0.0      5.1      5.1     10.3      7.7     25.6     10.3     30.8  
srcbin 10       0.0      0.0      0.0      0.0      2.9      5.7      8.6     25.7     28.6     28.6  
 1000.0 
markov bands - density distribution - scaled by bin index
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      22.3     35.1     44.6     49.4     51.0     54.2     57.4     57.4     57.4     59.0  
srcbin  2      15.9     25.5     43.1     49.4     54.2     54.2     55.8     55.8     57.4     59.0  
srcbin  3       9.3     32.6     45.0     46.6     49.7     52.8     55.9     59.0     59.0     59.0  
srcbin  4       3.1      7.8     17.1     24.8     35.7     46.6     51.2     54.3     55.9     59.0  
srcbin  5       3.1      4.7      7.8     21.7     29.5     43.5     52.8     55.9     59.0     59.0  
srcbin  6       3.1      7.8      9.3     23.3     32.6     40.4     48.1     51.2     57.4     59.0  
srcbin  7       0.0      1.6      6.2     12.4     21.7     27.9     35.7     41.9     54.3     59.0  
srcbin  8       0.0      0.0      1.6      3.1     10.9     15.5     27.9     38.8     52.8     59.0  
srcbin  9       1.5      3.0      3.0      6.1      9.1     15.1     19.7     34.8     40.8     59.0  
srcbin 10       0.0      0.0      0.0      0.0      1.7      5.1     10.1     25.3     42.1     59.0  
 3257.8 
inverse lookup: source bin - random variable [0;59] - destinaton bin
              dst01    dst02    dst03    dst04    dst05    dst06    dst07    dst08    dst09    dst10    dst11    dst12    dst13    dst14    dst15    dst16    dst17    dst18    dst19    dst20    dst21    dst22    dst23    dst24    dst25    dst26    dst27    dst28    dst29    dst30    dst31    dst32    dst33    dst34    dst35    dst36    dst37    dst38    dst39    dst40    dst41    dst42    dst43    dst44    dst45    dst46    dst47    dst48    dst49    dst50    dst51    dst52    dst53    dst54    dst55    dst56    dst57    dst58    dst59    dst60    
srcbin  1         0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        3        3        3        3        4        4        5        5        5        6        6        6        9        9        9  
srcbin  2         0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        3        3        3        3        3        3        4        4        4        4        4        6        6        8        9        9        9  
srcbin  3         0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        2        3        3        4        4        4        5        5        5        6        6        6        7        7        7        7  
srcbin  4         0        0        0        1        1        1        1        1        2        2        2        2        2        2        2        2        2        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        7        7        7        8        8        9        9        9        9  
srcbin  5         0        0        0        1        1        2        2        2        3        3        3        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        7        7        7        8        8        8        8  
srcbin  6         0        0        0        1        1        1        1        1        2        3        3        3        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        6        6        6        6        6        6        6        6        7        7        7        8        8        8        8        8        8        9        9        9  
srcbin  7         1        1        2        2        2        2        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        6        6        6        6        6        6        6        6        7        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9  
srcbin  8         2        2        3        4        4        4        4        4        4        4        4        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9        9  
srcbin  9         0        0        1        3        3        3        4        4        4        5        5        5        5        5        5        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9  
srcbin 10         4        4        5        5        5        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9  
    2728 
values in markov destination bin
bin00  - num values 37;   0,98686   0,98999   0,99119   0,99215   0,99228   0,99360   0,99396   0,99461   0,99515   0,99524   0,99578    ,,, 
bin01  - num values 38;   0,99833   0,99833   0,99838   0,99856   0,99857   0,99863   0,99868   0,99869   0,99870   0,99888   0,99901    ,,, 
bin02  - num values 38;   1,00017   1,00019   1,00019   1,00030   1,00041   1,00044   1,00047   1,00049   1,00050   1,00050   1,00051    ,,, 
bin03  - num values 38;   1,00229   1,00234   1,00237   1,00240   1,00249   1,00252   1,00254   1,00254   1,00265   1,00282   1,00288    ,,, 
bin04  - num values 38;   1,00481   1,00488   1,00489   1,00503   1,00518   1,00519   1,00520   1,00521   1,00533   1,00537   1,00539    ,,, 
bin05  - num values 38;   1,00701   1,00707   1,00718   1,00719   1,00725   1,00732   1,00753   1,00754   1,00762   1,00768   1,00780    ,,, 
bin06  - num values 38;   1,00976   1,00982   1,01007   1,01015   1,01021   1,01023   1,01024   1,01029   1,01055   1,01055   1,01057    ,,, 
bin07  - num values 38;   1,01262   1,01274   1,01278   1,01281   1,01289   1,01327   1,01344   1,01346   1,01346   1,01357   1,01358    ,,, 
bin08  - num values 38;   1,01581   1,01582   1,01592   1,01607   1,01617   1,01618   1,01620   1,01625   1,01625   1,01663   1,01668    ,,, 
bin09  - num values 37;   1,01987   1,01987   1,01988   1,02051   1,02076   1,02076   1,02088   1,02113   1,02160   1,02173   1,02178    ,,, 



asset name : bond_fund - Period 2011-2019
Min 2011-1-31 - 12:00 -- Max 2019-7-31 - 12:00 -- 8.50 years
Binified bond_fund - geometrical average -  non-markov
BinID00   1.0012  #01     BinID01   0.9944  #02     BinID02   1.0013  #02     BinID03   1.0051  #02     BinID04   1.0102  #01     BinID05   1.0125  #02     BinID06   1.0076  #02     BinID07   0.9995  #02     BinID08   0.9996  #01     BinID09   1.0029  #02     
BinID10   1.0003  #02     BinID11   0.9936  #01     BinID12   1.0025  #02     BinID13   1.0025  #02     BinID14   0.9979  #02     BinID15   1.0042  #01     BinID16   1.0004  #02     BinID17   0.9997  #02     BinID18   1.0020  #01     BinID19   1.0006  #02     
BinID20   1.0002  #02     BinID21   1.0003  #02     BinID22   1.0003  #01     BinID23   0.9994  #02     BinID24   1.0013  #02     BinID25   1.0007  #02     BinID26   1.0005  #01     BinID27   0.9985  #02     BinID28   1.0015  #02     BinID29   1.0007  #02     
BinID30   0.9996  #01     BinID31   1.0005  #02     BinID32   0.9995  #02     BinID33   0.9993  #01     BinID34   1.0008  #02     BinID35   1.0001  #02     BinID36   0.9989  #02     BinID37   0.9996  #01     BinID38   1.0006  #02     BinID39   0.9987  #02     
BinID40   0.9983  #02     BinID41   1.0020  #01     BinID42   0.9967  #02     BinID43   0.9986  #02     BinID44   0.9986  #01     BinID45   0.9960  #02     BinID46   1.0000  #02     BinID47   0.9985  #02     BinID48   0.9958  #01     BinID49   0.9965  #02     
BinID50   0.9993  #02     BinID51   0.9982  #02     BinID52   0.9980  #01     BinID53   0.9975  #02     BinID54   0.9995  #02     BinID55   0.9970  #01     BinID56   0.9964  #02     BinID57   0.9988  #02     BinID58   0.9989  #02     BinID59   1.0001  #01     
10.30 values per cluster
1 < -0.0011 ; 2 < -0.0007 ; 3 < -0.0005 ; 4 < -0.0002 ; 5 < -0.0001 ; 6 < 0.0002 ; 7 < 0.0004 ; 8 < 0.0008 ; 9 < 0.0026 ; 10 < 0.0061
densityClusters between -0.0044 and 0.0061
markov bands - clustered by density - in percent
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      20.0     10.0     20.0      0.0     10.0      0.0     10.0     10.0     10.0     10.0  
srcbin  2       9.1     18.2      9.1     18.2      9.1      9.1      0.0     18.2      9.1      0.0  
srcbin  3      27.3     18.2      0.0     18.2     18.2      9.1      0.0      0.0      9.1      0.0  
srcbin  4       0.0     18.2      9.1      0.0     18.2     18.2      9.1     18.2      9.1      0.0  
srcbin  5       9.1     27.3      9.1      9.1      0.0      9.1     18.2     18.2      0.0      0.0  
srcbin  6       0.0      0.0     10.0     40.0      0.0     10.0     20.0     10.0     10.0      0.0  
srcbin  7       0.0      0.0     18.2      9.1     27.3      9.1     36.4      0.0      0.0      0.0  
srcbin  8       0.0     10.0     30.0      0.0     20.0     20.0     10.0      0.0     10.0      0.0  
srcbin  9      18.2      0.0      0.0      9.1      0.0     18.2      0.0     18.2      9.1     27.3  
srcbin 10       0.0      0.0      0.0      0.0      0.0      0.0      0.0      0.0     80.0     20.0  
 1000.0 
markov bands - density distribution - scaled by bin index
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      11.8     17.7     29.5     29.5     35.4     35.4     41.3     47.2     53.1     59.0  
srcbin  2       5.4     16.1     21.5     32.2     37.5     42.9     42.9     53.6     59.0     59.0  
srcbin  3      16.1     26.8     26.8     37.5     48.3     53.6     53.6     53.6     59.0     59.0  
srcbin  4       0.0     10.7     16.1     16.1     26.8     37.5     42.9     53.6     59.0     59.0  
srcbin  5       5.4     21.5     26.8     32.2     32.2     37.5     48.3     59.0     59.0     59.0  
srcbin  6       0.0      0.0      5.9     29.5     29.5     35.4     47.2     53.1     59.0     59.0  
srcbin  7       0.0      0.0     10.7     16.1     32.2     37.5     59.0     59.0     59.0     59.0  
srcbin  8       0.0      5.9     23.6     23.6     35.4     47.2     53.1     53.1     59.0     59.0  
srcbin  9      10.7     10.7     10.7     16.1     16.1     26.8     26.8     37.5     42.9     59.0  
srcbin 10       0.0      0.0      0.0      0.0      0.0      0.0      0.0      0.0     47.2     59.0  
 3241.8 
inverse lookup: source bin - random variable [0;59] - destinaton bin
              dst01    dst02    dst03    dst04    dst05    dst06    dst07    dst08    dst09    dst10    dst11    dst12    dst13    dst14    dst15    dst16    dst17    dst18    dst19    dst20    dst21    dst22    dst23    dst24    dst25    dst26    dst27    dst28    dst29    dst30    dst31    dst32    dst33    dst34    dst35    dst36    dst37    dst38    dst39    dst40    dst41    dst42    dst43    dst44    dst45    dst46    dst47    dst48    dst49    dst50    dst51    dst52    dst53    dst54    dst55    dst56    dst57    dst58    dst59    dst60    
srcbin  1         0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        2        4        4        4        4        4        6        6        6        6        6        6        7        7        7        7        7        7        8        8        8        8        8        8        9        9        9        9        9        9        9  
srcbin  2         0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        5        5        5        5        5        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8  
srcbin  3         0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        8        8        8        8        8        8  
srcbin  4         1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8  
srcbin  5         0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        2        3        3        3        3        3        5        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        7  
srcbin  6         2        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        6        6        7        7        7        7        7        7        8        8        8        8        8        8        8  
srcbin  7         2        2        2        2        2        2        2        2        2        2        2        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6  
srcbin  8         1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        6        8        8        8        8        8        8        8  
srcbin  9         0        0        0        0        0        0        0        0        0        0        0        3        3        3        3        3        5        5        5        5        5        5        5        5        5        5        5        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9  
srcbin 10         8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9        9        9        9        9        9        9        9  
    2734 
values in markov destination bin
bin00  - num values 10;   0,98686   0,99215   0,99360   0,99461   0,99515   0,99524   0,99578   0,99585   0,99638   0,99641   
bin01  - num values 11;   0,99671   0,99688   0,99697   0,99697   0,99733   0,99737   0,99741   0,99759   0,99765   0,99765   0,99789    ,,, 
bin02  - num values 11;   0,99795   0,99804   0,99810   0,99813   0,99813   0,99827   0,99831   0,99833   0,99838   0,99856   0,99857    ,,, 
bin03  - num values 11;   0,99863   0,99868   0,99888   0,99901   0,99901   0,99908   0,99916   0,99918   0,99920   0,99930   0,99931    ,,, 
bin04  - num values 11;   0,99931   0,99931   0,99932   0,99939   0,99957   0,99958   0,99963   0,99964   0,99967   0,99970   0,99970    ,,, 
bin05  - num values 11;   0,99973   0,99995   1,00002   1,00013   1,00017   1,00019   1,00019   1,00030   1,00044   1,00047   1,00049    ,,, 
bin06  - num values 11;   1,00050   1,00050   1,00051   1,00060   1,00064   1,00072   1,00078   1,00087   1,00096   1,00098   1,00101    ,,, 
bin07  - num values 11;   1,00118   1,00119   1,00124   1,00159   1,00197   1,00198   1,00203   1,00203   1,00208   1,00209   1,00221    ,,, 
bin08  - num values 11;   1,00234   1,00237   1,00249   1,00254   1,00361   1,00373   1,00423   1,00431   1,00448   1,00503   1,00674    ,,, 
bin09  - num values  5;   1,00782   1,00925   1,01023   1,01167   1,01832   


0 - cloud storage loading - and processing time 53.651294ms for bond_fund

asset name : stock_fund - Period 1988-2019
Min 1988-2-29 - 12:00 -- Max 2019-7-31 - 12:00 -- 31.44 years
Binified stock_fund - geometrical average -  non-markov
BinID00   1.1467  #04     BinID01   1.0566  #06     BinID02   1.0677  #06     BinID03   1.0160  #07     BinID04   0.9562  #06     BinID05   0.9068  #07     BinID06   1.1409  #06     BinID07   0.9742  #06     BinID08   0.9641  #07     BinID09   1.0867  #06     
BinID10   1.1265  #07     BinID11   1.0396  #06     BinID12   0.9831  #06     BinID13   0.9612  #07     BinID14   1.0574  #06     BinID15   1.0693  #07     BinID16   1.0019  #06     BinID17   1.1110  #06     BinID18   1.0441  #07     BinID19   1.0759  #06     
BinID20   1.0051  #07     BinID21   1.1183  #06     BinID22   1.0899  #06     BinID23   1.0093  #07     BinID24   0.9648  #06     BinID25   0.9586  #06     BinID26   0.9678  #07     BinID27   0.8781  #06     BinID28   0.9184  #07     BinID29   1.0767  #06     
BinID30   1.0575  #06     BinID31   0.9958  #07     BinID32   1.0236  #06     BinID33   1.0914  #07     BinID34   1.0006  #06     BinID35   1.0402  #06     BinID36   1.0441  #07     BinID37   0.9698  #06     BinID38   0.9175  #07     BinID39   0.8615  #06     
BinID40   1.0855  #06     BinID41   1.0591  #07     BinID42   1.0253  #06     BinID43   1.0484  #07     BinID44   0.9372  #06     BinID45   1.1004  #06     BinID46   1.0143  #07     BinID47   1.0575  #06     BinID48   1.0278  #06     BinID49   1.0314  #07     
BinID50   1.0573  #06     BinID51   1.0539  #07     BinID52   0.9888  #06     BinID53   0.9966  #06     BinID54   1.0530  #07     BinID55   1.0128  #06     BinID56   1.0257  #07     BinID57   1.0364  #06     BinID58   0.9971  #06     BinID59   1.0385  #04     
37.80 values per cluster
1 < -0.0512 ; 2 < -0.0244 ; 3 < -0.0092 ; 4 < 0.0024 ; 5 < 0.0110 ; 6 < 0.0200 ; 7 < 0.0299 ; 8 < 0.0417 ; 9 < 0.0624 ; 10 < 0.1262
densityClusters between -0.1469 and 0.1262
markov bands - clustered by density - in percent
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      18.9     18.9     13.5      8.1      5.4      8.1      0.0     13.5      5.4      8.1  
srcbin  2      15.8      5.3      2.6     13.2      2.6     15.8     13.2      2.6     13.2     15.8  
srcbin  3       7.9      7.9      5.3      7.9      7.9      5.3     26.3     13.2      5.3     13.2  
srcbin  4      15.8     13.2     10.5     21.1     15.8      2.6      7.9      2.6      7.9      2.6  
srcbin  5       5.3      7.9     10.5     13.2      7.9     13.2      7.9     13.2     13.2      7.9  
srcbin  6       7.9      5.3     13.2      7.9     18.4      7.9     15.8      7.9     13.2      2.6  
srcbin  7       7.9     10.5     15.8      2.6     13.2     15.8      7.9     15.8      5.3      5.3  
srcbin  8      12.8      5.1      7.7     12.8     15.4      7.7      2.6     15.4     10.3     10.3  
srcbin  9       2.7     13.5     10.8     13.5      5.4     10.8     10.8      2.7     18.9     10.8  
srcbin 10       2.9     14.3     11.4      0.0      8.6     14.3      8.6     17.1      8.6     14.3  
 1000.0 
markov bands - density distribution - scaled by bin index
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      11.2     22.3     30.3     35.1     38.3     43.1     43.1     51.0     54.2     59.0  
srcbin  2       9.3     12.4     14.0     21.7     23.3     32.6     40.4     41.9     49.7     59.0  
srcbin  3       4.7      9.3     12.4     17.1     21.7     24.8     40.4     48.1     51.2     59.0  
srcbin  4       9.3     17.1     23.3     35.7     45.0     46.6     51.2     52.8     57.4     59.0  
srcbin  5       3.1      7.8     14.0     21.7     26.4     34.2     38.8     46.6     54.3     59.0  
srcbin  6       4.7      7.8     15.5     20.2     31.1     35.7     45.0     49.7     57.4     59.0  
srcbin  7       4.7     10.9     20.2     21.7     29.5     38.8     43.5     52.8     55.9     59.0  
srcbin  8       7.6     10.6     15.1     22.7     31.8     36.3     37.8     46.9     52.9     59.0  
srcbin  9       1.6      9.6     15.9     23.9     27.1     33.5     39.9     41.5     52.6     59.0  
srcbin 10       1.7     10.1     16.9     16.9     21.9     30.3     35.4     45.5     50.6     59.0  
 3260.5 
inverse lookup: source bin - random variable [0;59] - destinaton bin
              dst01    dst02    dst03    dst04    dst05    dst06    dst07    dst08    dst09    dst10    dst11    dst12    dst13    dst14    dst15    dst16    dst17    dst18    dst19    dst20    dst21    dst22    dst23    dst24    dst25    dst26    dst27    dst28    dst29    dst30    dst31    dst32    dst33    dst34    dst35    dst36    dst37    dst38    dst39    dst40    dst41    dst42    dst43    dst44    dst45    dst46    dst47    dst48    dst49    dst50    dst51    dst52    dst53    dst54    dst55    dst56    dst57    dst58    dst59    dst60    
srcbin  1         0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        2        2        2        2        2        2        2        2        3        3        3        3        3        4        4        4        5        5        5        5        5        7        7        7        7        7        7        7        7        8        8        8        9        9        9        9        9        9  
srcbin  2         0        0        0        0        0        0        0        0        0        1        1        1        2        2        3        3        3        3        3        3        3        3        4        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        6        6        7        7        8        8        8        8        8        8        8        8        9        9        9        9        9        9        9        9        9        9  
srcbin  3         0        0        0        0        0        1        1        1        1        2        2        2        3        3        3        3        3        4        4        4        4        4        5        5        5        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        7        7        7        7        7        7        7        7        8        8        8        9        9        9        9        9        9        9        9        9  
srcbin  4         0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        2        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        5        5        6        6        6        6        7        7        8        8        8        8        9        9        9  
srcbin  5         0        0        0        1        1        1        1        1        2        2        2        2        2        2        3        3        3        3        3        3        3        3        4        4        4        4        5        5        5        5        5        5        5        5        6        6        6        6        6        7        7        7        7        7        7        7        7        8        8        8        8        8        8        8        9        9        9        9        9        9  
srcbin  6         0        0        0        0        0        1        1        1        2        2        2        2        2        2        2        2        3        3        3        3        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        6        6        6        6        6        6        6        6        6        7        7        7        7        7        8        8        8        8        8        8        8        9        9        9  
srcbin  7         0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        3        3        4        4        4        4        4        4        4        4        5        5        5        5        5        5        5        5        5        6        6        6        6        7        7        7        7        7        7        7        7        7        7        8        8        8        9        9        9        9  
srcbin  8         0        0        0        0        0        0        0        0        1        1        1        2        2        2        2        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        5        5        5        5        6        6        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8        9        9        9        9        9        9        9  
srcbin  9         0        0        1        1        1        1        1        1        1        1        2        2        2        2        2        2        3        3        3        3        3        3        3        3        4        4        4        5        5        5        5        5        5        6        6        6        6        6        6        6        7        8        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9        9  
srcbin 10         0        0        1        1        1        1        1        1        1        1        2        2        2        2        2        2        2        4        4        4        4        4        5        5        5        5        5        5        5        5        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        9        9        9        9        9        9        9        9        9  
    2728 
values in markov destination bin
bin00  - num values 37;   0,62077   0,68948   0,70085   0,70131   0,71098   0,73580   0,73660   0,74289   0,74443   0,74568   0,75557    ,,, 
bin01  - num values 38;   0,85407   0,85455   0,86005   0,86311   0,86320   0,86743   0,87114   0,87670   0,88309   0,88339   0,88419    ,,, 
bin02  - num values 38;   0,92857   0,93081   0,93328   0,93440   0,93586   0,93610   0,93660   0,93692   0,93693   0,93712   0,93776    ,,, 
bin03  - num values 38;   0,97268   0,97744   0,97864   0,97947   0,97979   0,97994   0,98136   0,98231   0,98232   0,98439   0,98439    ,,, 
bin04  - num values 38;   1,00714   1,00748   1,00865   1,00918   1,01045   1,01066   1,01166   1,01201   1,01237   1,01242   1,01331    ,,, 
bin05  - num values 38;   1,03336   1,03360   1,03550   1,03556   1,03667   1,03776   1,03850   1,03971   1,04046   1,04270   1,04288    ,,, 
bin06  - num values 38;   1,06107   1,06248   1,06338   1,06361   1,06547   1,06572   1,06601   1,06604   1,06722   1,06831   1,06919    ,,, 
bin07  - num values 38;   1,09245   1,09310   1,09373   1,09459   1,09493   1,09500   1,09611   1,09844   1,10091   1,10137   1,10210    ,,, 
bin08  - num values 38;   1,13027   1,13044   1,13051   1,13360   1,13448   1,13455   1,13489   1,13711   1,13934   1,14091   1,14266    ,,, 
bin09  - num values 37;   1,19897   1,19934   1,19961   1,19980   1,20469   1,20623   1,20653   1,20777   1,20836   1,20861   1,21080    ,,, 



asset name : stock_fund - Period 2011-2019
Min 2011-1-31 - 12:00 -- Max 2019-7-31 - 12:00 -- 8.50 years
Binified stock_fund - geometrical average -  non-markov
BinID00   1.1303  #01     BinID01   1.0239  #02     BinID02   0.9540  #02     BinID03   0.9803  #02     BinID04   0.9786  #01     BinID05   0.8536  #02     BinID06   1.1087  #02     BinID07   1.1327  #02     BinID08   1.0874  #01     BinID09   1.0103  #02     
BinID10   0.9968  #02     BinID11   1.1409  #01     BinID12   1.0147  #02     BinID13   0.9938  #02     BinID14   1.0390  #02     BinID15   1.1203  #01     BinID16   1.0603  #02     BinID17   0.9748  #02     BinID18   1.0803  #01     BinID19   1.0164  #02     
BinID20   1.0751  #02     BinID21   0.9799  #02     BinID22   1.0739  #01     BinID23   1.0167  #02     BinID24   1.0838  #02     BinID25   1.0762  #02     BinID26   1.0283  #01     BinID27   1.0578  #02     BinID28   1.1026  #02     BinID29   1.1429  #02     
BinID30   0.9605  #01     BinID31   0.9731  #02     BinID32   0.9041  #02     BinID33   0.9068  #01     BinID34   1.2032  #02     BinID35   0.8556  #02     BinID36   1.0212  #02     BinID37   1.0308  #01     BinID38   1.0415  #02     BinID39   1.0680  #02     
BinID40   1.0083  #02     BinID41   1.1304  #01     BinID42   1.0466  #02     BinID43   1.0800  #02     BinID44   0.9937  #01     BinID45   0.9724  #02     BinID46   0.9862  #02     BinID47   1.0952  #02     BinID48   0.9891  #01     BinID49   1.0422  #02     
BinID50   0.9269  #02     BinID51   1.1013  #02     BinID52   0.9844  #01     BinID53   1.0647  #02     BinID54   0.9328  #02     BinID55   1.0481  #01     BinID56   0.9857  #02     BinID57   1.0969  #02     BinID58   0.9719  #02     BinID59   1.1349  #01     
10.30 values per cluster
1 < -0.0289 ; 2 < -0.0094 ; 3 < -0.0024 ; 4 < 0.0080 ; 5 < 0.0117 ; 6 < 0.0219 ; 7 < 0.0283 ; 8 < 0.0372 ; 9 < 0.0559 ; 10 < 0.0900
densityClusters between -0.0812 and 0.0900
markov bands - clustered by density - in percent
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      27.3     18.2      0.0      0.0      0.0     18.2      9.1      0.0     18.2      9.1  
srcbin  2       0.0      9.1     18.2      0.0      9.1      9.1     45.5      0.0      0.0      9.1  
srcbin  3       9.1      9.1     27.3      0.0     18.2      0.0     18.2     18.2      0.0      0.0  
srcbin  4       9.1      9.1      9.1     18.2     18.2      9.1      0.0      9.1     18.2      0.0  
srcbin  5       0.0     18.2      0.0      9.1      9.1     27.3      0.0      9.1     18.2      9.1  
srcbin  6      36.4      9.1      9.1     18.2      9.1      0.0      9.1      0.0      9.1      0.0  
srcbin  7       0.0     18.2      0.0     18.2     18.2      0.0      0.0     27.3     18.2      0.0  
srcbin  8       9.1      9.1     18.2      9.1      9.1     27.3      9.1      0.0      9.1      0.0  
srcbin  9      11.1      0.0     11.1     22.2     11.1     11.1     11.1     22.2      0.0      0.0  
srcbin 10       0.0      0.0      0.0     25.0      0.0      0.0      0.0     50.0      0.0     25.0  
 1000.0 
markov bands - density distribution - scaled by bin index
              dst 1    dst 2    dst 3    dst 4    dst 5    dst 6    dst 7    dst 8    dst 9    dst10    
srcbin  1      16.1     26.8     26.8     26.8     26.8     37.5     42.9     42.9     53.6     59.0  
srcbin  2       0.0      5.4     16.1     16.1     21.5     26.8     53.6     53.6     53.6     59.0  
srcbin  3       5.4     10.7     26.8     26.8     37.5     37.5     48.3     59.0     59.0     59.0  
srcbin  4       5.4     10.7     16.1     26.8     37.5     42.9     42.9     48.3     59.0     59.0  
srcbin  5       0.0     10.7     10.7     16.1     21.5     37.5     37.5     42.9     53.6     59.0  
srcbin  6      21.5     26.8     32.2     42.9     48.3     48.3     53.6     53.6     59.0     59.0  
srcbin  7       0.0     10.7     10.7     21.5     32.2     32.2     32.2     48.3     59.0     59.0  
srcbin  8       5.4     10.7     21.5     26.8     32.2     48.3     53.6     53.6     59.0     59.0  
srcbin  9       6.6      6.6     13.1     26.2     32.8     39.3     45.9     59.0     59.0     59.0  
srcbin 10       0.0      0.0      0.0     14.8     14.8     14.8     14.8     44.2     44.2     59.0  
 3348.4 
inverse lookup: source bin - random variable [0;59] - destinaton bin
              dst01    dst02    dst03    dst04    dst05    dst06    dst07    dst08    dst09    dst10    dst11    dst12    dst13    dst14    dst15    dst16    dst17    dst18    dst19    dst20    dst21    dst22    dst23    dst24    dst25    dst26    dst27    dst28    dst29    dst30    dst31    dst32    dst33    dst34    dst35    dst36    dst37    dst38    dst39    dst40    dst41    dst42    dst43    dst44    dst45    dst46    dst47    dst48    dst49    dst50    dst51    dst52    dst53    dst54    dst55    dst56    dst57    dst58    dst59    dst60    
srcbin  1         0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        1        1        1        1        1        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9  
srcbin  2         1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        4        4        4        4        4        5        5        5        5        5        5        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        6        9        9        9        9        9        9  
srcbin  3         0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        2        4        4        4        4        4        4        4        4        4        4        4        6        6        6        6        6        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        7  
srcbin  4         0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        4        5        5        5        5        5        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        8  
srcbin  5         1        1        1        1        1        1        1        1        1        1        1        3        3        3        3        3        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        5        5        5        5        5        5        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        9        9        9        9        9        9  
srcbin  6         0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        6        6        6        6        6        6        8        8        8        8        8        8  
srcbin  7         1        1        1        1        1        1        1        1        1        1        1        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        4        4        4        4        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        8        8        8        8        8        8        8        8        8        8        8        8  
srcbin  8         0        0        0        0        0        1        1        1        1        1        1        2        2        2        2        2        2        2        2        2        2        3        3        3        3        3        3        4        4        4        4        4        5        5        5        5        5        5        5        5        5        5        5        5        5        5        5        5        6        6        6        6        6        6        8        8        8        8        8        8  
srcbin  9         0        0        0        0        0        0        0        2        2        2        2        2        2        3        3        3        3        3        3        3        3        3        3        3        3        3        4        4        4        4        4        4        4        5        5        5        5        5        5        6        6        6        6        6        6        6        7        7        7        7        7        7        7        7        7        7        7        7        7        7  
srcbin 10         3        3        3        3        3        3        3        3        3        3        3        3        3        3        3        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        7        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9        9  
    2629 
values in markov destination bin
bin00  - num values 10;   0,77569   0,78165   0,79287   0,84034   0,84884   0,85326   0,87114   0,88836   0,90682   0,90805   
bin01  - num values 11;   0,91579   0,91892   0,92046   0,92813   0,93081   0,93805   0,94467   0,95985   0,95993   0,96051   0,96886    ,,, 
bin02  - num values 11;   0,97219   0,97268   0,97864   0,98231   0,98439   0,98439   0,98573   0,98797   0,98873   0,98914   0,98961    ,,, 
bin03  - num values 11;   0,99267   0,99374   0,99635   1,00748   1,00865   1,01201   1,01642   1,01705   1,01917   1,01965   1,02148    ,,, 
bin04  - num values 11;   1,02405   1,02421   1,02820   1,02829   1,02833   1,02891   1,03083   1,03248   1,03274   1,03336   1,03360    ,,, 
bin05  - num values 11;   1,03556   1,03971   1,04270   1,04654   1,04732   1,04806   1,04838   1,04982   1,05368   1,05635   1,06601    ,,, 
bin06  - num values 11;   1,06722   1,06831   1,07045   1,07386   1,07618   1,07637   1,07835   1,08028   1,08482   1,08594   1,08698    ,,, 
bin07  - num values 11;   1,08721   1,08740   1,08906   1,09611   1,10908   1,10953   1,11175   1,11230   1,11285   1,11380   1,11584    ,,, 
bin08  - num values 11;   1,11587   1,11786   1,12029   1,12045   1,12058   1,13027   1,13044   1,13489   1,14091   1,14455   1,15626    ,,, 
bin09  - num values  5;   1,17711   1,19934   1,20861   1,24292   1,29499   


1 - cloud storage loading - and processing time 44.120412ms for stock_fund
read dir time: 91.178461ms - cloud storage loading times 97.780415ms