## 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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