## 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
## 2022-10-14           8.54           7.36          13.50          21.90
## 2022-10-17           9.39           8.09          14.85          24.08
## 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
##            TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close ALBRK.IS.Close
## 2022-10-14          2.49           1.72           8.83           2.06
## 2022-10-17          2.73           1.89           9.71           2.25
## 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
##            ICBCT.IS.Close HALKB.IS.Close
## 2022-10-14           6.68           7.23
## 2022-10-17           7.34           7.95
## 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
##      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.:2021-02-20   1st Qu.: 2.367   1st Qu.: 3.560   1st Qu.: 5.300  
##  Median :2021-09-16   Median : 2.984   Median : 3.950   Median : 6.470  
##  Mean   :2021-09-12   Mean   : 3.616   Mean   : 4.277   Mean   : 7.054  
##  3rd Qu.:2022-03-30   3rd Qu.: 4.043   3rd Qu.: 4.370   3rd Qu.: 7.950  
##  Max.   :2022-10-21   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.: 8.38   1st Qu.:1.310   1st Qu.:1.060   1st Qu.:2.295  
##  Median : 9.86   Median :1.540   Median :1.160   Median :3.010  
##  Mean   :11.32   Mean   :1.817   Mean   :1.384   Mean   :3.518  
##  3rd Qu.:12.35   3rd Qu.:1.975   3rd Qu.:1.440   3rd Qu.:4.115  
##  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.   : 4.18  
##  1st Qu.:1.520   1st Qu.:5.200   1st Qu.: 4.69  
##  Median :1.700   Median :5.670   Median : 5.04  
##  Mean   :1.728   Mean   :5.913   Mean   : 5.28  
##  3rd Qu.:1.920   3rd Qu.:6.610   3rd Qu.: 5.42  
##  Max.   :2.590   Max.   :8.740   Max.   :15.13
## [1] "************************************************************"
## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"

## [1] "********[ISBANK=Momentum Decrease]********"
## [1] "********[VKBANK=Momentum Decrease]********"
## [1] "********[AKBANK=Momentum Decrease]********"
## [1] "********[SKBANK=Momentum Decrease]********"
## [1] "********[GRBANK=Momentum Decrease]********"
## [1] "********[TSBANK=Momentum Decrease]********"
## [1] "********[YKBANK=Momentum Decrease]********"
## [1] "********[ALBANK=Momentum Increase]********"
## [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                             9.437666
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.632647
##           Model3:     Maximum value in this day
## Forecasts                              10.21759
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.827628
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.69487       9.83
## [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                             8.511442
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.716399
##           Model3:     Maximum value in this day
## Forecasts                               9.33127
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.921356
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.85994       8.91
## [1] "*****************************************************************"
## [1] "********Garanti bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             24.07025
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              24.28303
##           Model3:     Maximum value in this day
## Forecasts                              24.92134
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                               24.4958
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.823873      24.96
## [1] "*****************************************************************"
## [1] "********Ak bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             15.11981
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              15.13698
##           Model3:     Maximum value in this day
## Forecasts                              15.18849
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              15.15415
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.856506      15.55
## [1] "*****************************************************************"
## [1] "********Halk bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                              8.42794
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.558952
##           Model3:     Maximum value in this day
## Forecasts                              8.951988
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.689964
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.87212       8.74
## [1] "*****************************************************************"
## [1] "********Sekerbank bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             1.902439
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              1.902443
##           Model3:     Maximum value in this day
## Forecasts                              1.902455
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              1.902447
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.955757       1.96
## [1] "*****************************************************************"
## [1] "********ICBCT bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             7.143975
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              7.654629
##           Model3:     Maximum value in this day
## Forecasts                              9.186591
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.165283
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                2.767113       7.37
## [1] "*****************************************************************"
## [1] "********ALBRK bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.186207
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.215753
##           Model3:     Maximum value in this day
## Forecasts                              2.304391
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.245299
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.595535       2.25
## [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                             9.192975
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.226067
##           Model3:     Maximum value in this day
## Forecasts                              9.325345
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                               9.25916
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.885357       9.48
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ISCTR

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