## Loading required package: xts
## Loading required package: zoo
## 
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
## 
##     as.Date, as.Date.numeric
## Loading required package: TTR
## Warning: package 'TTR' was built under R version 4.0.5
## Registered S3 method overwritten by 'quantmod':
##   method            from
##   as.zoo.data.frame zoo

##            ISCTR.IS.Close VAKBN.IS.Close AKBNK.IS.Close GARAN.IS.Close
## 2022-10-28           9.05           8.57          14.68          23.42
## 2022-10-31           9.32           8.57          14.62          23.50
## 2022-11-01           9.38           8.51          14.55          23.40
## 2022-11-02           8.97           8.66          14.45          23.48
## 2022-11-03           8.70           8.57          14.19          23.16
## 2022-11-04           8.95           9.07          14.57          23.60
##            TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close ALBRK.IS.Close
## 2022-10-28          3.02           2.05           8.88           2.30
## 2022-10-31          3.01           2.03           9.21           2.29
## 2022-11-01          2.97           2.00           9.25           2.29
## 2022-11-02          3.12           2.03           8.92           2.31
## 2022-11-03          3.03           1.99           8.76           2.29
## 2022-11-04          3.11           2.06           9.27           2.39
##            ICBCT.IS.Close HALKB.IS.Close
## 2022-10-28           7.79           8.25
## 2022-10-31           7.56           8.24
## 2022-11-01           7.40           8.24
## 2022-11-02           7.22           8.29
## 2022-11-03           7.11           8.21
## 2022-11-04           7.24           8.54
##      Index            ISCTR.IS.Close   VAKBN.IS.Close   AKBNK.IS.Close  
##  Min.   :2020-08-07   Min.   : 2.120   Min.   : 3.220   Min.   : 4.690  
##  1st Qu.:2021-02-24   1st Qu.: 2.372   1st Qu.: 3.560   1st Qu.: 5.300  
##  Median :2021-09-23   Median : 3.011   Median : 3.970   Median : 6.510  
##  Mean   :2021-09-20   Mean   : 3.717   Mean   : 4.355   Mean   : 7.193  
##  3rd Qu.:2022-04-11   3rd Qu.: 4.340   3rd Qu.: 4.390   3rd Qu.: 8.040  
##  Max.   :2022-11-04   Max.   :12.550   Max.   :14.240   Max.   :17.510  
##  GARAN.IS.Close  TSKB.IS.Close   SKBNK.IS.Close  YKBNK.IS.Close 
##  Min.   : 6.48   Min.   :1.050   Min.   :0.920   Min.   :1.980  
##  1st Qu.: 8.43   1st Qu.:1.310   1st Qu.:1.060   1st Qu.:2.310  
##  Median : 9.92   Median :1.550   Median :1.170   Median :3.020  
##  Mean   :11.54   Mean   :1.839   Mean   :1.396   Mean   :3.618  
##  3rd Qu.:13.47   3rd Qu.:2.000   3rd Qu.:1.460   3rd Qu.:4.210  
##  Max.   :29.56   Max.   :7.190   Max.   :5.250   Max.   :9.730  
##  ALBRK.IS.Close  ICBCT.IS.Close  HALKB.IS.Close  
##  Min.   :1.210   Min.   :4.570   Min.   : 4.180  
##  1st Qu.:1.520   1st Qu.:5.200   1st Qu.: 4.690  
##  Median :1.710   Median :5.700   Median : 5.050  
##  Mean   :1.738   Mean   :5.942   Mean   : 5.335  
##  3rd Qu.:1.950   3rd Qu.:6.650   3rd Qu.: 5.430  
##  Max.   :2.590   Max.   :8.740   Max.   :15.130
## [1] "************************************************************"
## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"

## [1] "********[ISBANK=Momentum Increase]********"
## [1] "********[VKBANK=Momentum Decrease]********"
## [1] "********[AKBANK=Momentum Increase]********"
## [1] "********[SKBANK=Momentum Increase]********"
## [1] "********[GRBANK=Momentum Increase]********"
## [1] "********[TSBANK=Momentum Increase]********"
## [1] "********[YKBANK=Momentum Decrease]********"
## [1] "********[ALBANK=Momentum Decrease]********"
## [1] "********[ICBANK=Momentum Increase]********"
## [1] "********[HKBANK=Momentum Decrease]********"
## [1] "*****************************************************************"
## [1] "********[Siyah= Fiyat, Mavi= fiyat yuzde buyume, Kirmizi= fiyat degisim. Son 6 gun]********"

## [1] "*****************************************************************"
## [1] "********[Mavi, Kirmizi ve Yesil cizgi sonlar<fd> yukari ise artis demek hepsi yukari ise kesin artis bir iki yukar<fd> ise belirsiz bir durum********"
## [1] "*****************************************************************"

## [1] "*****************************************************************"
## [1] "********ISbankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                              8.75811
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.811421
##           Model3:     Maximum value in this day
## Forecasts                              8.971353
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.864732
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.739182       8.95
## [1] "**GT Forecast: 9.597789747**"
## [1] "*****************************************************************"
## [1] "********Vak<fd>fbank Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             8.699077
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.875642
##           Model3:     Maximum value in this day
## Forecasts                              9.405336
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.052207
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.615933       9.07
## [1] "*****************************************************************"
## [1] "********Garanti bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             22.99917
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              23.10098
##           Model3:     Maximum value in this day
## Forecasts                              23.40644
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                               23.2028
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.733144       23.6
## [1] "*****************************************************************"
## [1] "********Ak bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             14.27083
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              14.35334
##           Model3:     Maximum value in this day
## Forecasts                              14.60086
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              14.43584
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.866648      14.57
## [1] "*****************************************************************"
## [1] "********Halk bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             8.256411
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.492962
##           Model3:     Maximum value in this day
## Forecasts                              9.202617
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.729514
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.428358       8.54
## [1] "*****************************************************************"
## [1] "********Sekerbank bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.000647
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.039244
##           Model3:     Maximum value in this day
## Forecasts                              2.155034
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.077841
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.542568       2.06
## [1] "*****************************************************************"
## [1] "********ICBCT bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             7.074998
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              7.438952
##           Model3:     Maximum value in this day
## Forecasts                              8.530812
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              7.802905
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.33219       7.24
## [1] "*****************************************************************"
## [1] "********ALBRK bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.325133
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.325983
##           Model3:     Maximum value in this day
## Forecasts                              2.328532
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.326833
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.600553       2.39
## [1] "*****************************************************************"
## [1] "********Yap<fd> Kredi bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             9.040739
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.053345
##           Model3:     Maximum value in this day
## Forecasts                              9.091164
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.065951
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.835542       9.27
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ISCTR

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