## 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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