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
## 2022-11-04 8.95 14.57 23.60 9.27
## 2022-11-07 9.25 15.24 24.60 9.41
## 2022-11-08 9.06 15.21 24.72 9.38
## 2022-11-09 9.09 14.94 24.22 9.25
## 2022-11-10 9.40 15.43 24.96 9.77
## 2022-11-11 9.18 14.98 24.44 9.67
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## 2022-11-04 81.05 47.00 35.12 143.9
## 2022-11-07 80.60 46.98 35.66 147.1
## 2022-11-08 79.20 45.62 36.18 147.5
## 2022-11-09 78.95 47.64 38.22 138.4
## 2022-11-10 80.35 47.38 38.04 142.4
## 2022-11-11 79.00 46.00 38.86 135.9
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## 2022-11-04 4.60 33.30 360.0 147.2
## 2022-11-07 4.79 36.62 369.6 148.0
## 2022-11-08 5.20 35.74 365.3 162.8
## 2022-11-09 5.11 34.50 363.9 159.7
## 2022-11-10 5.38 37.54 368.0 158.2
## 2022-11-11 5.30 36.50 371.6 155.1
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## 2022-11-04 29.50 59.85 33.56
## 2022-11-07 29.82 62.95 36.14
## 2022-11-08 32.80 63.65 35.52
## 2022-11-09 35.64 62.30 36.64
## 2022-11-10 37.14 64.00 37.34
## 2022-11-11 38.54 62.30 36.40## Index ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close
## Min. :2020-01-07 Min. : 2.048 Min. : 4.690 Min. : 6.470
## 1st Qu.:2020-09-23 1st Qu.: 2.329 1st Qu.: 5.420 1st Qu.: 8.165
## Median :2021-06-09 Median : 2.808 Median : 6.320 Median : 9.550
## Mean :2021-06-09 Mean : 3.512 Mean : 7.109 Mean :11.135
## 3rd Qu.:2022-02-23 3rd Qu.: 3.807 3rd Qu.: 7.990 3rd Qu.:12.040
## Max. :2022-11-11 Max. :12.550 Max. :17.510 Max. :29.560
##
## YKBNK.IS.Close ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close
## Min. :1.760 Min. :12.53 Min. : 1.520 Min. :10.39
## 1st Qu.:2.250 1st Qu.:23.26 1st Qu.: 2.953 1st Qu.:15.18
## Median :2.780 Median :32.88 Median : 6.190 Median :17.48
## Mean :3.406 Mean :39.74 Mean :10.302 Mean :19.04
## 3rd Qu.:4.000 3rd Qu.:54.98 3rd Qu.:12.430 3rd Qu.:22.57
## Max. :9.770 Max. :83.70 Max. :47.640 Max. :38.86
##
## 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.: 64.08 1st Qu.:1.820 1st Qu.: 9.49 1st Qu.:162.45
## Median : 69.50 Median :2.070 Median :18.03 Median :189.25
## Mean : 73.53 Mean :2.264 Mean :19.07 Mean :214.05
## 3rd Qu.: 76.45 3rd Qu.:2.470 3rd Qu.:28.25 3rd Qu.:282.82
## Max. :147.50 Max. :5.380 Max. :37.54 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.: 30.07 1st Qu.: 0.7377 1st Qu.:18.02 1st Qu.:13.18
## Median : 62.15 Median : 2.2572 Median :21.50 Median :15.55
## Mean : 60.41 Mean : 4.1379 Mean :26.11 Mean :18.18
## 3rd Qu.: 79.35 3rd Qu.: 4.2588 3rd Qu.:33.69 3rd Qu.:22.78
## Max. :162.80 Max. :38.5400 Max. :64.00 Max. :37.34
## 
## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## 2022-11-04 201.7 14.00 349.0 143.5
## 2022-11-07 208.9 14.65 359.3 141.4
## 2022-11-08 204.7 14.24 380.0 139.1
## 2022-11-09 215.1 14.18 391.0 140.3
## 2022-11-10 223.3 14.48 386.3 143.1
## 2022-11-11 223.7 14.23 380.4 147.1
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## 2022-11-04 33.64 78.80 28.18 104.2
## 2022-11-07 34.92 80.25 28.74 107.2
## 2022-11-08 34.60 81.40 29.40 113.0
## 2022-11-09 34.24 79.55 32.02 111.6
## 2022-11-10 35.64 81.95 32.42 113.4
## 2022-11-11 35.32 80.55 32.74 111.5
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## 2022-11-04 34.72 102.9 13.36 45.70
## 2022-11-07 35.40 103.6 13.73 47.20
## 2022-11-08 37.22 103.3 13.70 47.10
## 2022-11-09 35.76 106.6 14.04 46.34
## 2022-11-10 36.40 110.2 14.84 44.34
## 2022-11-11 37.12 109.0 14.68 43.40## 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.:2020-09-23 1st Qu.: 80.17 1st Qu.: 3.550 1st Qu.: 59.08
## Median :2021-06-09 Median :113.50 Median : 6.050 Median : 75.80
## Mean :2021-06-09 Mean :117.32 Mean : 6.530 Mean : 98.23
## 3rd Qu.:2022-02-23 3rd Qu.:139.45 3rd Qu.: 8.655 3rd Qu.:104.55
## Max. :2022-11-11 Max. :223.70 Max. :15.250 Max. :391.00
## 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.: 6.042 1st Qu.: 6.44 1st Qu.:19.95 1st Qu.:15.12
## Median : 14.690 Median : 7.81 Median :24.94 Median :16.19
## Mean : 21.276 Mean :11.37 Mean :30.99 Mean :17.14
## 3rd Qu.: 26.550 3rd Qu.:14.26 3rd Qu.:37.99 3rd Qu.:18.52
## Max. :147.100 Max. :35.64 Max. :82.90 Max. :32.74
## 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.: 12.13 1st Qu.:14.91 1st Qu.: 27.15 1st Qu.: 7.125
## Median : 13.65 Median :16.81 Median : 37.00 Median : 7.980
## Mean : 24.62 Mean :18.67 Mean : 48.88 Mean : 8.437
## 3rd Qu.: 28.11 3rd Qu.:20.44 3rd Qu.: 76.08 3rd Qu.: 9.340
## Max. :113.40 Max. :37.22 Max. :110.20 Max. :14.840
## VESTL.IS.Close
## Min. : 8.91
## 1st Qu.:17.51
## Median :25.16
## Mean :24.45
## 3rd Qu.:29.35
## Max. :47.20## [1] "************************************************************"## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"
## ISCTR.IS.Close
## 2022-11-11 348.3427## [1] 512.9303## [1] 12.550000 2.047541 9.180000## AKBNK.IS.Close
## 2022-11-11 219.403## [1] 273.3475## [1] 17.51 4.69 14.98## [1] 356.8779## GARAN.IS.Close
## 2022-11-11 277.7434## [1] 29.56 6.47 24.44## YKBNK.IS.Close
## 2022-11-11 449.4318## [1] 455.1136## [1] 12.550000 2.047541 9.670000## ARCLK.IS.Close
## 2022-11-11 530.4868## [1] 567.9968## [1] 83.70 12.53 79.00## AKSEN.IS.Close
## 2022-11-11 2926.316## [1] 3034.21## [1] 47.64 1.52 46.00## ASELS.IS.Close
## 2022-11-11 274.0135## [1] 274.0135## [1] 38.86 10.39 38.86## BIMAS.IS.Close
## 2022-11-11 198.5501## [1] 224.0334## [1] 147.50 45.52 135.90## EKGYO.IS.Close
## 2022-11-11 395.3271## [1] 402.8037## [1] 5.38 1.07 5.30## EREGL.IS.Close
## 2022-11-11 395.251## [1] 409.3623## [1] 37.54 7.37 36.50## FROTO.IS.Close
## 2022-11-11 381.6591## [1] 386.9734## [1] 375.70 77.15 371.60## GUBRF.IS.Close
## 2022-11-11 1755.263## [1] 1847.368## [1] 162.80 8.36 155.10## HEKTS.IS.Close
## 2022-11-11 8947.182## [1] 8947.182## [1] 38.540001 0.425989 38.540001## KCHOL.IS.Close
## 2022-11-11 379.5997## [1] 392.6867## [1] 64.00 12.99 62.30## GUBRF.IS.Close
## 2022-11-11 1755.263## [1] 1847.368## [1] 162.80 8.36 155.10## KOZAA.IS.Close
## 2022-11-11 374.5763## [1] 386.8318## [1] 37.34 7.67 36.40## KOZAL.IS.Close
## 2022-11-11 334.3689## [1] 334.3689## [1] 223.7 51.5 223.7## PETKM.IS.Close
## 2022-11-11 507.687## [1] 551.2457## [1] 15.250000 2.341666 14.230000## PGSUS.IS.Close
## 2022-11-11 1503.71## [1] 1548.398## [1] 391.00 23.72 380.40## SASA.IS.Close
## 2022-11-11 7871.742## [1] 7871.742## [1] 147.100006 1.845268 147.100006## [1] 860.6469## SISE.IS.Close
## 2022-11-11 852.0216## [1] 35.64 3.71 35.32## TAVHL.IS.Close
## 2022-11-11 484.9673## [1] 502.0334## [1] 82.90 13.77 80.55## THYAO.IS.Close
## 2022-11-11 1340.568## [1] 1365.116## [1] 113.40 7.74 111.50## TKFEN.IS.Close
## 2022-11-11 217.5363## [1] 218.3918## [1] 37.22 11.69 37.12## TOASO.IS.Close
## 2022-11-11 577.8607## [1] 585.3234## [1] 110.20 16.08 109.00## TTKOM.IS.Close
## 2022-11-11 157.5439## [1] 160.3509## [1] 14.84 5.70 14.68## VESTL.IS.Close
## 2022-11-11 387.0932## [1] 429.7419## [1] 47.20 8.91 43.40## TCELL.IS.Close
## 2022-11-11 171.7013## [1] 171.7013## [1] 32.74 12.05 32.74## [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 4737.967
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 4811.708
## Model3: Maximum value in this day
## Forecasts 5032.932
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 4885.45
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.834804 4836.1## [1] "*****************************************************************"## [1] "********ISbankasi Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 9.024423
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 9.056521
## Model3: Maximum value in this day
## Forecasts 9.152814
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.088619
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.659578 9.18## [1] "*****************************************************************"## [1] "******** AKBNKbankasi Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 14.74231
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.84662
## Model3: Maximum value in this day
## Forecasts 15.15955
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.95093
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.570512 14.98## [1] "*****************************************************************"## [1] "******** ARCLK Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 77.38414
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 78.70185
## Model3: Maximum value in this day
## Forecasts 82.65496
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 80.01955
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.53574 79## [1] "*****************************************************************"## [1] "******** AKSA enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 44.66283
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 46.43042
## Model3: Maximum value in this day
## Forecasts 51.73319
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 48.19801
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.555713 46## [1] "*****************************************************************"## [1] "******** Aselsan enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 37.04759
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 38.69586
## Model3: Maximum value in this day
## Forecasts 43.64069
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 40.34414
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.677205 38.86## [1] "*****************************************************************"## [1] "******** BIMAS AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 135.0159
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 140.3441
## Model3: Maximum value in this day
## Forecasts 156.3286
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 145.6723
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.454614 135.9## [1] "*****************************************************************"## [1] "******** EKGYO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 5.05055
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 5.300431
## Model3: Maximum value in this day
## Forecasts 6.050076
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 5.550313
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.43725 5.3## [1] "*****************************************************************"## [1] "******** EREGL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 35.13124
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.20545
## Model3: Maximum value in this day
## Forecasts 39.42808
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 37.27966
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.765782 36.5## [1] "*****************************************************************"## [1] "******** FROTO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 365.4885
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 396.2697
## Model3: Maximum value in this day
## Forecasts 488.6131
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 427.0508
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.155596 371.6## [1] "*****************************************************************"## [1] "******** HEKTS Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 36.07212
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 37.32819
## Model3: Maximum value in this day
## Forecasts 41.0964
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.58426
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.623237 38.54## [1] "*****************************************************************"## [1] "******** KCHOL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 60.82693
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 62.00257
## Model3: Maximum value in this day
## Forecasts 65.52952
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 63.17822
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.864533 62.3## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 35.31264
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.25628
## Model3: Maximum value in this day
## Forecasts 39.08718
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 37.19991
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.77294 36.4## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 216.7756
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 224.1662
## Model3: Maximum value in this day
## Forecasts 246.3377
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 231.5567
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.713269 223.7## [1] "*****************************************************************"## [1] "******** PETKM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.91479
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.78069
## Model3: Maximum value in this day
## Forecasts 17.37838
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 15.64659
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.186009 14.23## [1] "*****************************************************************"## [1] "******** PGSUS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 368.0264
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 376.5687
## Model3: Maximum value in this day
## Forecasts 402.1954
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 385.1109
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.618172 380.4## [1] "*****************************************************************"## [1] "******** SASA Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 140.7261
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 141.7574
## Model3: Maximum value in this day
## Forecasts 144.8511
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 142.7886
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.913996 147.1## [1] "*****************************************************************"## [1] "******** SISE Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 34.55841
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.61416
## Model3: Maximum value in this day
## Forecasts 34.78138
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 34.6699
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.625501 35.32## [1] "*****************************************************************"## [1] "******** TAVHL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 79.52934
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 81.93736
## Model3: Maximum value in this day
## Forecasts 89.16141
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 84.34537
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.166724 80.55## [1] "*****************************************************************"## [1] "******** TCELL Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 30.94869
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 31.9934
## Model3: Maximum value in this day
## Forecasts 35.12754
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 33.03811
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.848433 32.74## [1] "*****************************************************************"## [1] "******** THYAO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 108.2156
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 111.6892
## Model3: Maximum value in this day
## Forecasts 122.1099
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 115.1627
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.624897 111.5## [1] "*****************************************************************"## [1] "******** TKFEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 35.93211
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 37.2036
## Model3: Maximum value in this day
## Forecasts 41.01805
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.47508
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.659598 37.12## [1] "*****************************************************************"## [1] "******** TOASO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 106.1822
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 108.3013
## Model3: Maximum value in this day
## Forecasts 114.6587
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 110.4204
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.425973 109## [1] "*****************************************************************"## [1] "******** TTKOM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 14.05656
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.66809
## Model3: Maximum value in this day
## Forecasts 16.50269
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 15.27962
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.608952 14.68## [1] "*****************************************************************"## [1] "******** VESTL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 42.63778
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 43.75079
## Model3: Maximum value in this day
## Forecasts 47.08983
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 44.86381
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.338735 43.4## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## ISCTR.IS.Close 1.0000000 0.9669934 0.9739727 0.9818620
## AKBNK.IS.Close 0.9669934 1.0000000 0.9728349 0.9662043
## GARAN.IS.Close 0.9739727 0.9728349 1.0000000 0.9685586
## YKBNK.IS.Close 0.9818620 0.9662043 0.9685586 1.0000000
## ARCLK.IS.Close 0.8003541 0.7445825 0.8220995 0.8378409
## AKSEN.IS.Close 0.9158095 0.8611633 0.9077007 0.9362826
## ASELS.IS.Close 0.8663204 0.8120284 0.8363858 0.9080544
## BIMAS.IS.Close 0.9061839 0.8231015 0.8503036 0.9207348
## EKGYO.IS.Close 0.9353643 0.8791346 0.9003229 0.9405746
## EREGL.IS.Close 0.6659239 0.6199900 0.7024437 0.7207667
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.7861341 0.7152548 0.7688197 0.8334818
## HEKTS.IS.Close 0.8864691 0.8632337 0.8689188 0.9260742
## KCHOL.IS.Close 0.9120555 0.8912413 0.9324943 0.9486131
## KOZAA.IS.Close 0.8045872 0.7575428 0.8176109 0.8502921
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## ISCTR.IS.Close 0.8003541 0.9158095 0.8663204 0.9061839
## AKBNK.IS.Close 0.7445825 0.8611633 0.8120284 0.8231015
## GARAN.IS.Close 0.8220995 0.9077007 0.8363858 0.8503036
## YKBNK.IS.Close 0.8378409 0.9362826 0.9080544 0.9207348
## ARCLK.IS.Close 1.0000000 0.8955725 0.8846740 0.7933427
## AKSEN.IS.Close 0.8955725 1.0000000 0.8773997 0.9144961
## ASELS.IS.Close 0.8846740 0.8773997 1.0000000 0.9064742
## BIMAS.IS.Close 0.7933427 0.9144961 0.9064742 1.0000000
## EKGYO.IS.Close 0.8196830 0.9080159 0.8989798 0.9506710
## EREGL.IS.Close 0.9354536 0.7675741 0.8162977 0.6609023
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.8589381 0.8461876 0.8715461 0.8634076
## HEKTS.IS.Close 0.7696871 0.9418072 0.8385597 0.9038621
## KCHOL.IS.Close 0.9436301 0.9399664 0.9259984 0.8717766
## KOZAA.IS.Close 0.9637272 0.8841487 0.9096933 0.8129409
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## ISCTR.IS.Close 0.9353643 0.6659239 NA 0.7861341
## AKBNK.IS.Close 0.8791346 0.6199900 NA 0.7152548
## GARAN.IS.Close 0.9003229 0.7024437 NA 0.7688197
## YKBNK.IS.Close 0.9405746 0.7207667 NA 0.8334818
## ARCLK.IS.Close 0.8196830 0.9354536 NA 0.8589381
## AKSEN.IS.Close 0.9080159 0.7675741 NA 0.8461876
## ASELS.IS.Close 0.8989798 0.8162977 NA 0.8715461
## BIMAS.IS.Close 0.9506710 0.6609023 NA 0.8634076
## EKGYO.IS.Close 1.0000000 0.6891220 NA 0.8806105
## EREGL.IS.Close 0.6891220 1.0000000 NA 0.8358129
## FROTO.IS.Close NA NA 1 NA
## GUBRF.IS.Close 0.8806105 0.8358129 NA 1.0000000
## HEKTS.IS.Close 0.8760606 0.6513321 NA 0.8010440
## KCHOL.IS.Close 0.8958281 0.8777630 NA 0.8773127
## KOZAA.IS.Close 0.8343452 0.9058000 NA 0.8419653
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## ISCTR.IS.Close 0.8864691 0.9120555 0.8045872
## AKBNK.IS.Close 0.8632337 0.8912413 0.7575428
## GARAN.IS.Close 0.8689188 0.9324943 0.8176109
## YKBNK.IS.Close 0.9260742 0.9486131 0.8502921
## ARCLK.IS.Close 0.7696871 0.9436301 0.9637272
## AKSEN.IS.Close 0.9418072 0.9399664 0.8841487
## ASELS.IS.Close 0.8385597 0.9259984 0.9096933
## BIMAS.IS.Close 0.9038621 0.8717766 0.8129409
## EKGYO.IS.Close 0.8760606 0.8958281 0.8343452
## EREGL.IS.Close 0.6513321 0.8777630 0.9058000
## FROTO.IS.Close NA NA NA
## GUBRF.IS.Close 0.8010440 0.8773127 0.8419653
## HEKTS.IS.Close 1.0000000 0.8803914 0.7884998
## KCHOL.IS.Close 0.8803914 1.0000000 0.9424924
## KOZAA.IS.Close 0.7884998 0.9424924 1.0000000## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## KOZAL.IS.Close 1.0000000 0.9149325 0.8493121 0.8381013
## PETKM.IS.Close 0.9149325 1.0000000 0.8894269 0.8818227
## PGSUS.IS.Close 0.8493121 0.8894269 1.0000000 0.9682487
## SASA.IS.Close 0.8381013 0.8818227 0.9682487 1.0000000
## SISE.IS.Close 0.9062303 0.9422174 0.9550526 0.9402649
## TAVHL.IS.Close 0.8725454 0.9197164 0.9713222 0.9293011
## TCELL.IS.Close 0.8081882 0.8826369 0.8097841 0.8417251
## THYAO.IS.Close 0.8343237 0.8841281 0.9827056 0.9578303
## TKFEN.IS.Close 0.7785232 0.8634641 0.9032842 0.8660720
## TOASO.IS.Close 0.8318631 0.9331965 0.7895503 0.7932359
## TTKOM.IS.Close 0.7589512 0.8362982 0.7967182 0.7830524
## VESTL.IS.Close 0.7504623 0.7696089 0.6836545 0.7278925
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## KOZAL.IS.Close 0.9062303 0.8725454 0.8081882 0.8343237
## PETKM.IS.Close 0.9422174 0.9197164 0.8826369 0.8841281
## PGSUS.IS.Close 0.9550526 0.9713222 0.8097841 0.9827056
## SASA.IS.Close 0.9402649 0.9293011 0.8417251 0.9578303
## SISE.IS.Close 1.0000000 0.9745809 0.8515546 0.9699717
## TAVHL.IS.Close 0.9745809 1.0000000 0.8170446 0.9742796
## TCELL.IS.Close 0.8515546 0.8170446 1.0000000 0.8166342
## THYAO.IS.Close 0.9699717 0.9742796 0.8166342 1.0000000
## TKFEN.IS.Close 0.9017629 0.9290981 0.8358431 0.9097310
## TOASO.IS.Close 0.8841909 0.8607737 0.8763322 0.7994876
## TTKOM.IS.Close 0.8377801 0.8327064 0.9178645 0.8099614
## VESTL.IS.Close 0.6519037 0.6293849 0.6655657 0.6052216
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## KOZAL.IS.Close 0.7785232 0.8318631 0.7589512 0.7504623
## PETKM.IS.Close 0.8634641 0.9331965 0.8362982 0.7696089
## PGSUS.IS.Close 0.9032842 0.7895503 0.7967182 0.6836545
## SASA.IS.Close 0.8660720 0.7932359 0.7830524 0.7278925
## SISE.IS.Close 0.9017629 0.8841909 0.8377801 0.6519037
## TAVHL.IS.Close 0.9290981 0.8607737 0.8327064 0.6293849
## TCELL.IS.Close 0.8358431 0.8763322 0.9178645 0.6655657
## THYAO.IS.Close 0.9097310 0.7994876 0.8099614 0.6052216
## TKFEN.IS.Close 1.0000000 0.8380965 0.8870365 0.5617869
## TOASO.IS.Close 0.8380965 1.0000000 0.8746706 0.6257913
## TTKOM.IS.Close 0.8870365 0.8746706 1.0000000 0.5021956
## VESTL.IS.Close 0.5617869 0.6257913 0.5021956 1.0000000“>