## 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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