## 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
## 2022-10-20           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
## 2022-10-26           9.73           8.66          15.78          24.88
## 2022-10-27           9.38           8.80          15.23          23.92
##            TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close ALBRK.IS.Close
## 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
## 2022-10-26          3.09           2.08           9.54           2.24
## 2022-10-27          3.12           2.11           9.27           2.36
##            ICBCT.IS.Close HALKB.IS.Close
## 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
## 2022-10-26           7.87           8.45
## 2022-10-27           8.65           8.47
##      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 :2021-09-20   Median : 2.997   Median : 3.960   Median : 6.490  
##  Mean   :2021-09-15   Mean   : 3.660   Mean   : 4.309   Mean   : 7.114  
##  3rd Qu.:2022-04-04   3rd Qu.: 4.129   3rd Qu.: 4.380   3rd Qu.: 7.975  
##  Max.   :2022-10-27   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.: 8.41   1st Qu.:1.310   1st Qu.:1.060   1st Qu.:2.300  
##  Median : 9.88   Median :1.540   Median :1.170   Median :3.010  
##  Mean   :11.41   Mean   :1.826   Mean   :1.389   Mean   :3.560  
##  3rd Qu.:12.47   3rd Qu.:1.985   3rd Qu.:1.441   3rd Qu.:4.175  
##  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 :5.690   Median : 5.050  
##  Mean   :1.732   Mean   :5.927   Mean   : 5.303  
##  3rd Qu.:1.930   3rd Qu.:6.635   3rd Qu.: 5.425  
##  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 Decrease]********"
## [1] "********[VKBANK=Momentum Increase]********"
## [1] "********[AKBANK=Momentum Decrease]********"
## [1] "********[SKBANK=Momentum Increase]********"
## [1] "********[GRBANK=Momentum Increase]********"
## [1] "********[TSBANK=Momentum Increase]********"
## [1] "********[YKBANK=Momentum Decrease]********"
## [1] "********[ALBANK=Momentum Decrease]********"
## [1] "********[ICBANK=Momentum Decrease]********"
## [1] "********[HKBANK=Momentum Increase]********"
## [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                             9.145983
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.204874
##           Model3:     Maximum value in this day
## Forecasts                              9.381548
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.263765
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                 3.75192       9.38
## [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                             8.403803
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.643759
##           Model3:     Maximum value in this day
## Forecasts                              9.363626
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.883715
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.572718        8.8
## [1] "*****************************************************************"
## [1] "********Garanti bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             23.28034
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              23.37259
##           Model3:     Maximum value in this day
## Forecasts                              23.64936
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              23.46485
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.737116      23.92
## [1] "*****************************************************************"
## [1] "********Ak bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             14.89841
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              14.96256
##           Model3:     Maximum value in this day
## Forecasts                              15.15499
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                               15.0267
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.870569      15.23
## [1] "*****************************************************************"
## [1] "********Halk bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             8.160843
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.429756
##           Model3:     Maximum value in this day
## Forecasts                              9.236496
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              8.698669
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.425543       8.47
## [1] "*****************************************************************"
## [1] "********Sekerbank bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.023687
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.094198
##           Model3:     Maximum value in this day
## Forecasts                               2.30573
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.164709
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.486401       2.11
## [1] "*****************************************************************"
## [1] "********ICBCT bankasi Ongoru Performans********"
## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"
##           Model1:    Minumum Value in this day
## Forecasts                             7.994192
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              8.534184
##           Model3:     Maximum value in this day
## Forecasts                              10.15416
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.074176
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.327377       8.65
## [1] "*****************************************************************"
## [1] "********ALBRK bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
##           Model1:    Minumum Value in this day
## Forecasts                             2.283833
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              2.307776
##           Model3:     Maximum value in this day
## Forecasts                              2.379605
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              2.331719
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.457521       2.36
## [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                             9.034984
##           Short run 10 minute or 1 hour in this day in decrease
## Forecasts                                              9.050468
##           Model3:     Maximum value in this day
## Forecasts                              9.096921
##           Short run 10 minute or 1 hour in this day in increase
## Forecasts                                              9.065953
##           Selecting date range:    ideal 4.000000 Last Price
## Forecasts                                3.857817       9.27
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ISCTR

KAR