## 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
## 2022-11-04 8.95 9.07 14.57 23.60
## 2022-11-07 9.25 9.38 15.24 24.60
## 2022-11-08 9.06 9.16 15.21 24.72
## 2022-11-09 9.09 9.06 14.94 24.22
## 2022-11-10 9.40 9.27 15.43 24.96
## 2022-11-11 9.18 9.11 14.98 24.44
## TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close ALBRK.IS.Close
## 2022-11-04 3.11 2.06 9.27 2.39
## 2022-11-07 3.18 2.08 9.41 2.44
## 2022-11-08 3.12 2.11 9.38 2.37
## 2022-11-09 3.09 2.15 9.25 2.44
## 2022-11-10 3.13 2.23 9.77 2.52
## 2022-11-11 3.07 2.16 9.67 2.48
## ICBCT.IS.Close HALKB.IS.Close
## 2022-11-04 7.24 8.54
## 2022-11-07 7.44 8.72
## 2022-11-08 7.35 8.64
## 2022-11-09 7.25 8.66
## 2022-11-10 7.30 8.98
## 2022-11-11 7.26 8.86
## 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.:2021-02-25 1st Qu.: 2.372 1st Qu.: 3.560 1st Qu.: 5.303
## Median :2021-09-27 Median : 3.015 Median : 3.980 Median : 6.520
## Mean :2021-09-23 Mean : 3.765 Mean : 4.398 Mean : 7.263
## 3rd Qu.:2022-04-14 3rd Qu.: 4.400 3rd Qu.: 4.400 3rd Qu.: 8.055
## Max. :2022-11-11 Max. :12.550 Max. :14.240 Max. :17.510
## GARAN.IS.Close TSKB.IS.Close SKBNK.IS.Close YKBNK.IS.Close
## Min. : 6.480 Min. :1.05 Min. :0.920 Min. :1.980
## 1st Qu.: 8.443 1st Qu.:1.31 1st Qu.:1.060 1st Qu.:2.320
## Median : 9.960 Median :1.56 Median :1.170 Median :3.040
## Mean :11.657 Mean :1.85 Mean :1.403 Mean :3.670
## 3rd Qu.:13.723 3rd Qu.:2.02 3rd Qu.:1.460 3rd Qu.:4.287
## Max. :29.560 Max. :7.19 Max. :5.250 Max. :9.770
## ALBRK.IS.Close ICBCT.IS.Close HALKB.IS.Close
## Min. :1.210 Min. :4.570 Min. : 4.180
## 1st Qu.:1.520 1st Qu.:5.202 1st Qu.: 4.692
## Median :1.710 Median :5.700 Median : 5.060
## Mean :1.744 Mean :5.954 Mean : 5.365
## 3rd Qu.:1.950 3rd Qu.:6.670 3rd Qu.: 5.440
## 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 Increase]********"
## [1] "********[VKBANK=Momentum Increase]********"
## [1] "********[AKBANK=Momentum Increase]********"
## [1] "********[SKBANK=Momentum Increase]********"
## [1] "********[GRBANK=Momentum Increase]********"
## [1] "********[TSBANK=Momentum Increase]********"
## [1] "********[YKBANK=Momentum Increase]********"
## [1] "********[ALBANK=Momentum Increase]********"
## [1] "********[ICBANK=Momentum Increase]********"
## [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 8.978681
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 9.023661
## Model3: Maximum value in this day
## Forecasts 9.158603
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.068642
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.729143 9.18
## [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 8.777621
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 8.897324
## Model3: Maximum value in this day
## Forecasts 9.256432
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.017027
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.688564 9.11
## [1] "*****************************************************************"
## [1] "********Garanti bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
## Model1: Minumum Value in this day
## Forecasts 23.80842
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 23.87079
## Model3: Maximum value in this day
## Forecasts 24.05789
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 23.93316
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.744733 24.44
## [1] "*****************************************************************"
## [1] "********Ak bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
## Model1: Minumum Value in this day
## Forecasts 14.67555
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.75502
## Model3: Maximum value in this day
## Forecasts 14.99345
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.8345
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.870531 14.98
## [1] "*****************************************************************"
## [1] "********Halk bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
## Model1: Minumum Value in this day
## Forecasts 8.55471
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 8.750753
## Model3: Maximum value in this day
## Forecasts 9.338884
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 8.946797
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.525295 8.86
## [1] "*****************************************************************"
## [1] "********Sekerbank bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
## Model1: Minumum Value in this day
## Forecasts 2.094044
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 2.124298
## Model3: Maximum value in this day
## Forecasts 2.215058
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 2.154551
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.698068 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 7.107275
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 7.474007
## Model3: Maximum value in this day
## Forecasts 8.574202
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 7.840739
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.2676 7.26
## [1] "*****************************************************************"
## [1] "********ALBRK bankasi Ongoru Performans********"
## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"
## Model1: Minumum Value in this day
## Forecasts 2.400327
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 2.423958
## Model3: Maximum value in this day
## Forecasts 2.49485
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 2.447588
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.713164 2.48
## [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 9.433479
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 9.451469
## Model3: Maximum value in this day
## Forecasts 9.505438
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.469458
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.844344 9.67
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