## 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
## 2022-10-18           9.47           7.82          15.09          24.30
## 2022-10-19          10.10           8.60          15.71          25.64
## 2022-10-20           9.89           8.83          15.75          25.30
## 2022-10-21           9.83           8.91          15.55          24.96
## 2022-10-24           9.66           8.87          15.46          24.48
## 2022-10-25           9.88           8.82          15.52          24.38
##            TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close ALBRK.IS.Close
## 2022-10-18          2.66           1.84           9.39           2.14
## 2022-10-19          2.79           1.91           9.73           2.24
## 2022-10-20          2.80           1.91           9.69           2.26
## 2022-10-21          2.90           1.96           9.48           2.25
## 2022-10-24          2.90           1.98           9.37           2.20
## 2022-10-25          3.18           2.16           9.52           2.22
##            ICBCT.IS.Close HALKB.IS.Close
## 2022-10-18           7.56           7.75
## 2022-10-19           7.36           8.52
## 2022-10-20           7.43           8.70
## 2022-10-21           7.37           8.74
## 2022-10-24           7.33           8.60
## 2022-10-25           7.44           8.55
##      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.:2021-02-22   1st Qu.: 2.367   1st Qu.: 3.560   1st Qu.: 5.300  
##  Median :2021-09-17   Median : 2.984   Median : 3.950   Median : 6.470  
##  Mean   :2021-09-14   Mean   : 3.639   Mean   : 4.293   Mean   : 7.084  
##  3rd Qu.:2022-04-01   3rd Qu.: 4.068   3rd Qu.: 4.370   3rd Qu.: 7.960  
##  Max.   :2022-10-25   Max.   :12.550   Max.   :14.240   Max.   :17.510  
##  GARAN.IS.Close  TSKB.IS.Close   SKBNK.IS.Close  YKBNK.IS.Close  ALBRK.IS.Close
##  Min.   : 6.48   Min.   :1.050   Min.   :0.920   Min.   :1.980   Min.   :1.21  
##  1st Qu.: 8.40   1st Qu.:1.310   1st Qu.:1.060   1st Qu.:2.300   1st Qu.:1.52  
##  Median : 9.88   Median :1.540   Median :1.160   Median :3.010   Median :1.70  
##  Mean   :11.37   Mean   :1.822   Mean   :1.387   Mean   :3.539   Mean   :1.73  
##  3rd Qu.:12.41   3rd Qu.:1.980   3rd Qu.:1.440   3rd Qu.:4.170   3rd Qu.:1.93  
##  Max.   :29.56   Max.   :7.190   Max.   :5.250   Max.   :9.730   Max.   :2.59  
##  ICBCT.IS.Close  HALKB.IS.Close  
##  Min.   :4.570   Min.   : 4.180  
##  1st Qu.:5.200   1st Qu.: 4.690  
##  Median :5.690   Median : 5.040  
##  Mean   :5.918   Mean   : 5.292  
##  3rd Qu.:6.630   3rd Qu.: 5.420  
##  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 Decrease]********"
## [1] "********[GRBANK=Momentum Decrease]********"
## [1] "********[TSBANK=Momentum Decrease]********"
## [1] "********[YKBANK=Momentum Increase]********"
## [1] "********[ALBANK=Momentum Increase]********"
## [1] "********[ICBANK=Momentum Decrease]********"
## [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                             9.573529
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.691564
##           Model3:     Maximum value in this day
## Forecasts                              10.04567
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.809598
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.733425       9.88
## [1] "**GT Forecast: 9.597789747**"
## [1] "*****************************************************************"
## [1] "********Vak<fd>fbank Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             8.370833
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.675946
##           Model3:     Maximum value in this day
## Forecasts                              9.591283
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.981058
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.538246       8.82
## [1] "*****************************************************************"
## [1] "********Garanti bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             23.66987
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                               23.6793
##           Model3:     Maximum value in this day
## Forecasts                               23.7076
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              23.68873
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.71947      24.38
## [1] "*****************************************************************"
## [1] "********Ak bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             15.14238
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              15.15554
##           Model3:     Maximum value in this day
## Forecasts                              15.19503
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                               15.1687
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.850935      15.52
## [1] "*****************************************************************"
## [1] "********Halk bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             8.185563
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.516844
##           Model3:     Maximum value in this day
## Forecasts                              9.510689
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.848126
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.397717       8.55
## [1] "*****************************************************************"
## [1] "********Sekerbank bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.031819
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                               2.15306
##           Model3:     Maximum value in this day
## Forecasts                              2.516782
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.274301
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.210626       2.16
## [1] "*****************************************************************"
## [1] "********ICBCT bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             7.179705
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              7.705894
##           Model3:     Maximum value in this day
## Forecasts                              9.284461
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.232083
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                2.929604       7.44
## [1] "*****************************************************************"
## [1] "********ALBRK bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.162165
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.182626
##           Model3:     Maximum value in this day
## Forecasts                              2.244008
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.203087
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.510403       2.22
## [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                             9.253517
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.269527
##           Model3:     Maximum value in this day
## Forecasts                              9.317559
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.285538
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.850044       9.52
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ISCTR

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