X30
Tolga Omay
2022-09-20
## 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## Warning: XU030.IS contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.
## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## 2022-10-31 9.32 14.62 23.50 9.21
## 2022-11-01 9.38 14.55 23.40 9.25
## 2022-11-02 8.97 14.45 23.48 8.92
## 2022-11-03 8.70 14.19 23.16 8.76
## 2022-11-04 8.95 14.57 23.60 9.27
## 2022-11-07 9.25 15.24 24.60 9.41
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## 2022-10-31 78.65 41.40 32.22 134.0
## 2022-11-01 77.55 44.36 33.34 138.4
## 2022-11-02 77.25 45.66 35.88 140.8
## 2022-11-03 79.80 45.10 34.50 139.9
## 2022-11-04 81.05 47.00 35.12 143.9
## 2022-11-07 80.60 46.98 35.66 147.1
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## 2022-10-31 4.41 29.70 363.0 145.5
## 2022-11-01 4.51 29.68 367.8 145.7
## 2022-11-02 4.54 30.62 372.0 143.5
## 2022-11-03 4.53 30.28 354.2 147.8
## 2022-11-04 4.60 33.30 360.0 147.2
## 2022-11-07 4.79 36.62 369.6 148.0
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## 2022-10-31 28.64 55.60 31.88
## 2022-11-01 29.50 56.35 32.12
## 2022-11-02 28.82 56.70 32.90
## 2022-11-03 29.08 57.55 33.54
## 2022-11-04 29.50 59.85 33.56
## 2022-11-07 29.82 62.95 36.14## Index ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close
## Min. :2020-01-07 Min. : 2.048 Min. : 4.690 Min. : 6.47
## 1st Qu.:2020-09-22 1st Qu.: 2.327 1st Qu.: 5.415 1st Qu.: 8.16
## Median :2021-06-07 Median : 2.799 Median : 6.320 Median : 9.55
## Mean :2021-06-06 Mean : 3.481 Mean : 7.064 Mean :11.06
## 3rd Qu.:2022-02-19 3rd Qu.: 3.769 3rd Qu.: 7.960 3rd Qu.:11.99
## Max. :2022-11-07 Max. :12.550 Max. :17.510 Max. :29.56
##
## YKBNK.IS.Close ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close
## Min. :1.760 Min. :12.53 Min. : 1.52 Min. :10.39
## 1st Qu.:2.250 1st Qu.:23.24 1st Qu.: 2.94 1st Qu.:15.18
## Median :2.770 Median :32.86 Median : 6.17 Median :17.43
## Mean :3.372 Mean :39.51 Mean :10.10 Mean :18.94
## 3rd Qu.:3.985 3rd Qu.:54.83 3rd Qu.:12.35 3rd Qu.:22.49
## Max. :9.730 Max. :83.70 Max. :47.00 Max. :35.88
##
## BIMAS.IS.Close EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close
## Min. : 45.52 Min. :1.070 Min. : 7.37 Min. : 77.15
## 1st Qu.: 64.05 1st Qu.:1.820 1st Qu.: 9.46 1st Qu.:162.32
## Median : 69.50 Median :2.060 Median :18.00 Median :188.60
## Mean : 73.15 Mean :2.248 Mean :18.97 Mean :212.97
## 3rd Qu.: 76.40 3rd Qu.:2.470 3rd Qu.:28.18 3rd Qu.:281.52
## Max. :147.10 Max. :5.350 Max. :36.62 Max. :375.70
## NA's :145
## GUBRF.IS.Close HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## Min. : 8.36 Min. : 0.4260 Min. :12.99 Min. : 7.67
## 1st Qu.: 29.86 1st Qu.: 0.7369 1st Qu.:18.01 1st Qu.:13.16
## Median : 62.00 Median : 2.2515 Median :21.48 Median :15.53
## Mean : 59.86 Mean : 3.9584 Mean :25.91 Mean :18.08
## 3rd Qu.: 79.25 3rd Qu.: 4.2035 3rd Qu.:33.46 3rd Qu.:22.74
## Max. :148.00 Max. :30.3000 Max. :62.95 Max. :36.14
## 
## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## 2022-10-31 194.3 13.44 320.2 120.2
## 2022-11-01 200.6 13.61 328.4 131.5
## 2022-11-02 202.2 13.92 321.1 126.4
## 2022-11-03 198.7 13.91 350.5 135.9
## 2022-11-04 201.7 14.00 349.0 143.5
## 2022-11-07 208.9 14.65 359.3 141.4
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## 2022-10-31 33.22 78.40 25.64 101.3
## 2022-11-01 32.98 79.35 26.90 102.4
## 2022-11-02 32.82 77.75 27.90 100.8
## 2022-11-03 32.94 77.80 27.90 101.8
## 2022-11-04 33.64 78.80 28.18 104.2
## 2022-11-07 34.92 80.25 28.74 107.2
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## 2022-10-31 32.96 98.4 12.39 46.10
## 2022-11-01 33.76 100.8 12.94 46.32
## 2022-11-02 34.78 99.6 13.33 45.60
## 2022-11-03 34.56 101.1 13.36 45.54
## 2022-11-04 34.72 102.9 13.36 45.70
## 2022-11-07 35.40 103.6 13.73 47.20## Index KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close
## Min. :2020-01-07 Min. : 51.50 Min. : 2.342 Min. : 23.72
## 1st Qu.:2020-09-22 1st Qu.: 80.15 1st Qu.: 3.546 1st Qu.: 59.05
## Median :2021-06-07 Median :113.00 Median : 6.050 Median : 75.50
## Mean :2021-06-06 Mean :116.76 Mean : 6.486 Mean : 96.62
## 3rd Qu.:2022-02-19 3rd Qu.:138.40 3rd Qu.: 8.630 3rd Qu.:103.95
## Max. :2022-11-07 Max. :208.90 Max. :15.250 Max. :359.30
## SASA.IS.Close SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close
## Min. : 1.845 Min. : 3.71 Min. :13.77 Min. :12.05
## 1st Qu.: 6.012 1st Qu.: 6.43 1st Qu.:19.93 1st Qu.:15.12
## Median : 14.660 Median : 7.81 Median :24.90 Median :16.18
## Mean : 20.594 Mean :11.24 Mean :30.71 Mean :17.06
## 3rd Qu.: 26.425 3rd Qu.:14.21 3rd Qu.:37.80 3rd Qu.:18.46
## Max. :143.500 Max. :34.92 Max. :82.90 Max. :28.74
## THYAO.IS.Close TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close
## Min. : 7.74 Min. :11.69 Min. : 16.08 Min. : 5.700
## 1st Qu.: 12.10 1st Qu.:14.91 1st Qu.: 27.12 1st Qu.: 7.115
## Median : 13.58 Median :16.79 Median : 36.86 Median : 7.970
## Mean : 24.12 Mean :18.57 Mean : 48.55 Mean : 8.404
## 3rd Qu.: 28.00 3rd Qu.:20.34 3rd Qu.: 75.75 3rd Qu.: 9.300
## Max. :107.20 Max. :35.40 Max. :106.90 Max. :13.730
## VESTL.IS.Close
## Min. : 8.91
## 1st Qu.:17.49
## Median :25.14
## Mean :24.33
## 3rd Qu.:29.32
## Max. :47.20## [1] "************************************************************"## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"
## ISCTR.IS.Close
## 2022-11-07 351.7614## [1] 512.9303## [1] 12.550000 2.047541 9.250000## AKBNK.IS.Close
## 2022-11-07 224.9467## [1] 273.3475## [1] 17.51 4.69 15.24## [1] 356.8779## GARAN.IS.Close
## 2022-11-07 280.2164## [1] 29.56 6.47 24.60## YKBNK.IS.Close
## 2022-11-07 434.6591## [1] 452.8409## [1] 12.550000 2.047541 9.410000## ARCLK.IS.Close
## 2022-11-07 543.2562## [1] 567.9968## [1] 83.70 12.53 80.60## AKSEN.IS.Close
## 2022-11-07 2990.789## [1] 2992.105## [1] 47.00 1.52 46.98## ASELS.IS.Close
## 2022-11-07 243.2146## [1] 245.3321## [1] 35.88 10.39 35.66## BIMAS.IS.Close
## 2022-11-07 223.1547## [1] 223.1547## [1] 147.10 45.52 147.10## EKGYO.IS.Close
## 2022-11-07 347.6636## [1] 400## [1] 5.35 1.07 4.79## EREGL.IS.Close
## 2022-11-07 396.8792## [1] 396.8792## [1] 36.62 7.37 36.62## FROTO.IS.Close
## 2022-11-07 379.0667## [1] 386.9734## [1] 375.70 77.15 369.60## GUBRF.IS.Close
## 2022-11-07 1670.335## [1] 1670.335## [1] 148.00 8.36 148.00## HEKTS.IS.Close
## 2022-11-07 6900.181## [1] 7012.859## [1] 30.299999 0.425989 29.820000## KCHOL.IS.Close
## 2022-11-07 384.6035## [1] 384.6035## [1] 62.95 12.99 62.95## GUBRF.IS.Close
## 2022-11-07 1670.335## [1] 1670.335## [1] 148.00 8.36 148.00## KOZAA.IS.Close
## 2022-11-07 371.1864## [1] 371.1864## [1] 36.14 7.67 36.14## KOZAL.IS.Close
## 2022-11-07 305.6311## [1] 305.6311## [1] 208.9 51.5 208.9## PETKM.IS.Close
## 2022-11-07 525.623## [1] 551.2457## [1] 15.250000 2.341666 14.650000## PGSUS.IS.Close
## 2022-11-07 1414.755## [1] 1414.755## [1] 359.30 23.72 359.30## SASA.IS.Close
## 2022-11-07 7562.843## [1] 7676.648## [1] 143.500000 1.845268 141.399994## [1] 841.2398## SISE.IS.Close
## 2022-11-07 841.2398## [1] 34.92 3.71 34.92## TAVHL.IS.Close
## 2022-11-07 482.7887## [1] 502.0334## [1] 82.90 13.77 80.25## THYAO.IS.Close
## 2022-11-07 1285.013## [1] 1285.013## [1] 107.20 7.74 107.20## TKFEN.IS.Close
## 2022-11-07 202.8229## [1] 202.8229## [1] 35.40 11.69 35.40## TOASO.IS.Close
## 2022-11-07 544.2786## [1] 564.801## [1] 106.90 16.08 103.60## TTKOM.IS.Close
## 2022-11-07 140.8772## [1] 140.8772## [1] 13.73 5.70 13.73## VESTL.IS.Close
## 2022-11-07 429.7419## [1] 429.7419## [1] 47.20 8.91 47.20## TCELL.IS.Close
## 2022-11-07 138.5062## [1] 138.5062## [1] 28.74 12.05 28.74## [1] "*****************************************************************"## [1] "********[Mavi (UZun), ve Yesil cizgi (K<fd>sa) sonlar<fd> yukari ve K<fd>rm<fd>z<fd> a<fe>a<f0><fd> ise artis demek hepsi yukari ise kesin artis bir iki yukar<fd> ise belirsiz bir durum********"## [1] "*****************************************************************"
## [1] "********XU30 Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 4581.064
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 4872.314
## Model3: Maximum value in this day
## Forecasts 5746.064
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 5163.564
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.469077 4737.99## [1] "*****************************************************************"## [1] "********ISbankasi Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 9.106005
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 9.193192
## Model3: Maximum value in this day
## Forecasts 9.454751
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.280378
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.731929 9.25## [1] "*****************************************************************"## [1] "******** AKBNKbankasi Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 14.99669
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 15.1442
## Model3: Maximum value in this day
## Forecasts 15.58672
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 15.29171
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.676703 15.24## [1] "*****************************************************************"## [1] "******** ARCLK Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 78.37355
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 81.00993
## Model3: Maximum value in this day
## Forecasts 88.91908
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 83.64631
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.39276 80.6## [1] "*****************************************************************"## [1] "******** AKSA enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 45.04677
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 47.72223
## Model3: Maximum value in this day
## Forecasts 55.74863
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 50.3977
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.541678 46.98## [1] "*****************************************************************"## [1] "******** Aselsan enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.42737
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.4925
## Model3: Maximum value in this day
## Forecasts 42.68791
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.55764
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.101175 35.66## [1] "*****************************************************************"## [1] "******** BIMAS AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 143.949
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 150.7862
## Model3: Maximum value in this day
## Forecasts 171.2978
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 157.6234
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.326248 147.1## [1] "*****************************************************************"## [1] "******** EKGYO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 4.637384
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 5.081881
## Model3: Maximum value in this day
## Forecasts 6.415372
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 5.526378
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.337474 4.79## [1] "*****************************************************************"## [1] "******** EREGL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.10227
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.66648
## Model3: Maximum value in this day
## Forecasts 44.3591
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 39.23069
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.591026 36.62## [1] "*****************************************************************"## [1] "******** FROTO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 363.9354
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 395.7292
## Model3: Maximum value in this day
## Forecasts 491.1106
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 427.523
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.966324 369.6## [1] "*****************************************************************"## [1] "******** HEKTS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 29.13669
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 31.09755
## Model3: Maximum value in this day
## Forecasts 36.98012
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 33.05841
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.840612 29.82## [1] "*****************************************************************"## [1] "******** KCHOL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 60.42784
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 64.23887
## Model3: Maximum value in this day
## Forecasts 75.67198
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 68.04991
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.658916 62.95## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.214
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 37.19341
## Model3: Maximum value in this day
## Forecasts 46.13165
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 40.17282
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.152855 36.14## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 203.5426
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 216.367
## Model3: Maximum value in this day
## Forecasts 254.84
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 229.1913
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.453882 208.9## [1] "*****************************************************************"## [1] "******** PETKM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.98191
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 15.73047
## Model3: Maximum value in this day
## Forecasts 20.97618
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 17.47904
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.714547 14.65## [1] "*****************************************************************"## [1] "******** PGSUS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 345.5741
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 367.6695
## Model3: Maximum value in this day
## Forecasts 433.9558
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 389.7649
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.448702 359.3## [1] "*****************************************************************"## [1] "******** SASA Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 132.7174
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 133.3976
## Model3: Maximum value in this day
## Forecasts 135.4381
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 134.0778
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.890775 141.4## [1] "*****************************************************************"## [1] "******** SISE Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 34.14853
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.1506
## Model3: Maximum value in this day
## Forecasts 34.15679
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 34.15266
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.324716 34.92## [1] "*****************************************************************"## [1] "******** TAVHL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 79.37985
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 81.12486
## Model3: Maximum value in this day
## Forecasts 86.35992
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 82.86988
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.545927 80.25## [1] "*****************************************************************"## [1] "******** TCELL Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 27.86516
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 28.35553
## Model3: Maximum value in this day
## Forecasts 29.82663
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 28.8459
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.46398 28.74## [1] "*****************************************************************"## [1] "******** THYAO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 104.1341
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 109.7763
## Model3: Maximum value in this day
## Forecasts 126.703
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 115.4186
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.028628 107.2## [1] "*****************************************************************"## [1] "******** TKFEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.6374
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 35.31911
## Model3: Maximum value in this day
## Forecasts 37.36427
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 36.00083
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.702019 35.4## [1] "*****************************************************************"## [1] "******** TOASO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 101.3939
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 103.0181
## Model3: Maximum value in this day
## Forecasts 107.8907
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 104.6423
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.111945 103.6## [1] "*****************************************************************"## [1] "******** TTKOM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.36428
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 13.80473
## Model3: Maximum value in this day
## Forecasts 15.12608
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.24518
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.314955 13.73## [1] "*****************************************************************"## [1] "******** VESTL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 45.93905
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 49.92676
## Model3: Maximum value in this day
## Forecasts 61.88987
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 53.91446
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 1.543691 47.2## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## ISCTR.IS.Close 1.0000000 0.9654156 0.9725780 0.9816525
## AKBNK.IS.Close 0.9654156 1.0000000 0.9715421 0.9638954
## GARAN.IS.Close 0.9725780 0.9715421 1.0000000 0.9674062
## YKBNK.IS.Close 0.9816525 0.9638954 0.9674062 1.0000000
## ARCLK.IS.Close 0.7955771 0.7384501 0.8182222 0.8369976
## AKSEN.IS.Close 0.9111737 0.8515184 0.9024744 0.9316798
## ASELS.IS.Close 0.8586571 0.7987669 0.8267082 0.9011739
## BIMAS.IS.Close 0.9012140 0.8104872 0.8414887 0.9148958
## EKGYO.IS.Close 0.9328355 0.8702917 0.8951612 0.9358755
## EREGL.IS.Close 0.6575484 0.6101696 0.6954484 0.7160696
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.7745257 0.6979634 0.7561373 0.8233817
## HEKTS.IS.Close 0.8935334 0.8609132 0.8734738 0.9291172
## KCHOL.IS.Close 0.9071205 0.8840789 0.9286830 0.9453008
## KOZAA.IS.Close 0.7956273 0.7457807 0.8092667 0.8439459
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## ISCTR.IS.Close 0.7955771 0.9111737 0.8586571 0.9012140
## AKBNK.IS.Close 0.7384501 0.8515184 0.7987669 0.8104872
## GARAN.IS.Close 0.8182222 0.9024744 0.8267082 0.8414887
## YKBNK.IS.Close 0.8369976 0.9316798 0.9011739 0.9148958
## ARCLK.IS.Close 1.0000000 0.8968061 0.8860249 0.7903747
## AKSEN.IS.Close 0.8968061 1.0000000 0.8685137 0.9084215
## ASELS.IS.Close 0.8860249 0.8685137 1.0000000 0.8998813
## BIMAS.IS.Close 0.7903747 0.9084215 0.8998813 1.0000000
## EKGYO.IS.Close 0.8195096 0.9011637 0.8910767 0.9470144
## EREGL.IS.Close 0.9341390 0.7646198 0.8161081 0.6534763
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.8566210 0.8369413 0.8640528 0.8552388
## HEKTS.IS.Close 0.7845825 0.9487638 0.8299456 0.9046140
## KCHOL.IS.Close 0.9459016 0.9360320 0.9212164 0.8631088
## KOZAA.IS.Close 0.9637991 0.8794773 0.9067716 0.8045762
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## ISCTR.IS.Close 0.9328355 0.6575484 NA 0.7745257
## AKBNK.IS.Close 0.8702917 0.6101696 NA 0.6979634
## GARAN.IS.Close 0.8951612 0.6954484 NA 0.7561373
## YKBNK.IS.Close 0.9358755 0.7160696 NA 0.8233817
## ARCLK.IS.Close 0.8195096 0.9341390 NA 0.8566210
## AKSEN.IS.Close 0.9011637 0.7646198 NA 0.8369413
## ASELS.IS.Close 0.8910767 0.8161081 NA 0.8640528
## BIMAS.IS.Close 0.9470144 0.6534763 NA 0.8552388
## EKGYO.IS.Close 1.0000000 0.6839557 NA 0.8739106
## EREGL.IS.Close 0.6839557 1.0000000 NA 0.8339671
## FROTO.IS.Close NA NA 1 NA
## GUBRF.IS.Close 0.8739106 0.8339671 NA 1.0000000
## HEKTS.IS.Close 0.8684564 0.6573998 NA 0.7966880
## KCHOL.IS.Close 0.8888434 0.8786276 NA 0.8701388
## KOZAA.IS.Close 0.8277021 0.9048281 NA 0.8348141
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## ISCTR.IS.Close 0.8935334 0.9071205 0.7956273
## AKBNK.IS.Close 0.8609132 0.8840789 0.7457807
## GARAN.IS.Close 0.8734738 0.9286830 0.8092667
## YKBNK.IS.Close 0.9291172 0.9453008 0.8439459
## ARCLK.IS.Close 0.7845825 0.9459016 0.9637991
## AKSEN.IS.Close 0.9487638 0.9360320 0.8794773
## ASELS.IS.Close 0.8299456 0.9212164 0.9067716
## BIMAS.IS.Close 0.9046140 0.8631088 0.8045762
## EKGYO.IS.Close 0.8684564 0.8888434 0.8277021
## EREGL.IS.Close 0.6573998 0.8786276 0.9048281
## FROTO.IS.Close NA NA NA
## GUBRF.IS.Close 0.7966880 0.8701388 0.8348141
## HEKTS.IS.Close 1.0000000 0.8820988 0.7904072
## KCHOL.IS.Close 0.8820988 1.0000000 0.9406119
## KOZAA.IS.Close 0.7904072 0.9406119 1.0000000## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## KOZAL.IS.Close 1.0000000 0.9119229 0.8491781 0.8456346
## PETKM.IS.Close 0.9119229 1.0000000 0.8928503 0.8947019
## PGSUS.IS.Close 0.8491781 0.8928503 1.0000000 0.9659337
## SASA.IS.Close 0.8456346 0.8947019 0.9659337 1.0000000
## SISE.IS.Close 0.9031554 0.9410385 0.9558152 0.9472524
## TAVHL.IS.Close 0.8676785 0.9170990 0.9747610 0.9370737
## TCELL.IS.Close 0.8061769 0.8878487 0.7857838 0.8184969
## THYAO.IS.Close 0.8301491 0.8835447 0.9814801 0.9576475
## TKFEN.IS.Close 0.7693307 0.8589302 0.8975679 0.8612144
## TOASO.IS.Close 0.8265660 0.9312312 0.7890713 0.8019836
## TTKOM.IS.Close 0.7485931 0.8307197 0.7797383 0.7661419
## VESTL.IS.Close 0.7409944 0.7607954 0.6673803 0.7200578
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## KOZAL.IS.Close 0.9031554 0.8676785 0.8061769 0.8301491
## PETKM.IS.Close 0.9410385 0.9170990 0.8878487 0.8835447
## PGSUS.IS.Close 0.9558152 0.9747610 0.7857838 0.9814801
## SASA.IS.Close 0.9472524 0.9370737 0.8184969 0.9576475
## SISE.IS.Close 1.0000000 0.9731528 0.8439607 0.9695333
## TAVHL.IS.Close 0.9731528 1.0000000 0.8079757 0.9749625
## TCELL.IS.Close 0.8439607 0.8079757 1.0000000 0.7971936
## THYAO.IS.Close 0.9695333 0.9749625 0.7971936 1.0000000
## TKFEN.IS.Close 0.8954820 0.9250089 0.8246384 0.9033321
## TOASO.IS.Close 0.8818744 0.8570329 0.8847416 0.7965076
## TTKOM.IS.Close 0.8271632 0.8225798 0.9135131 0.7945908
## VESTL.IS.Close 0.6347523 0.6116016 0.6489479 0.5829664
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## KOZAL.IS.Close 0.7693307 0.8265660 0.7485931 0.7409944
## PETKM.IS.Close 0.8589302 0.9312312 0.8307197 0.7607954
## PGSUS.IS.Close 0.8975679 0.7890713 0.7797383 0.6673803
## SASA.IS.Close 0.8612144 0.8019836 0.7661419 0.7200578
## SISE.IS.Close 0.8954820 0.8818744 0.8271632 0.6347523
## TAVHL.IS.Close 0.9250089 0.8570329 0.8225798 0.6116016
## TCELL.IS.Close 0.8246384 0.8847416 0.9135131 0.6489479
## THYAO.IS.Close 0.9033321 0.7965076 0.7945908 0.5829664
## TKFEN.IS.Close 1.0000000 0.8344058 0.8792093 0.5388813
## TOASO.IS.Close 0.8344058 1.0000000 0.8732772 0.6132245
## TTKOM.IS.Close 0.8792093 0.8732772 1.0000000 0.4756741
## VESTL.IS.Close 0.5388813 0.6132245 0.4756741 1.0000000“>