## 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 AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## 2022-10-21 9.83 15.55 24.96 9.48
## 2022-10-24 9.66 15.46 24.48 9.37
## 2022-10-25 9.88 15.52 24.38 9.52
## 2022-10-26 9.73 15.78 24.88 9.54
## 2022-10-27 9.38 15.23 23.92 9.27
## 2022-10-28 9.05 14.68 23.42 8.88
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## 2022-10-21 73.25 42.48 31.84 142.0
## 2022-10-24 72.10 41.78 31.88 142.6
## 2022-10-25 72.00 40.90 31.90 140.0
## 2022-10-26 72.10 42.60 33.22 136.8
## 2022-10-27 75.80 41.20 32.36 135.0
## 2022-10-28 73.65 40.40 31.80 132.8
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## 2022-10-21 4.64 29.54 362.3 141.8
## 2022-10-24 4.63 30.48 375.7 142.9
## 2022-10-25 4.53 30.22 368.3 141.3
## 2022-10-26 4.57 30.80 365.3 140.7
## 2022-10-27 4.52 30.12 360.7 139.6
## 2022-10-28 4.42 29.64 356.9 142.9
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## 2022-10-21 29.50 56.85 32.36
## 2022-10-24 28.96 57.40 32.08
## 2022-10-25 28.00 57.95 31.32
## 2022-10-26 28.94 56.45 31.28
## 2022-10-27 28.14 55.00 31.32
## 2022-10-28 27.92 54.50 30.72
## Index ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close
## Min. :2020-01-07 Min. : 2.048 Min. : 4.69 Min. : 6.47
## 1st Qu.:2020-09-21 1st Qu.: 2.322 1st Qu.: 5.41 1st Qu.: 8.15
## Median :2021-06-02 Median : 2.786 Median : 6.31 Median : 9.52
## Mean :2021-06-02 Mean : 3.433 Mean : 7.00 Mean :10.95
## 3rd Qu.:2022-02-14 3rd Qu.: 3.735 3rd Qu.: 7.93 3rd Qu.:11.98
## Max. :2022-10-28 Max. :12.550 Max. :17.51 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.:2.240 1st Qu.:23.18 1st Qu.: 2.93 1st Qu.:15.17
## Median :2.760 Median :32.80 Median : 6.11 Median :17.40
## Mean :3.323 Mean :39.18 Mean : 9.80 Mean :18.80
## 3rd Qu.:3.920 3rd Qu.:54.45 3rd Qu.:12.24 3rd Qu.:22.34
## Max. :9.730 Max. :83.70 Max. :44.10 Max. :33.86
##
## 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.: 64.05 1st Qu.:1.820 1st Qu.: 9.46 1st Qu.:161.85
## Median : 69.45 Median :2.050 Median :17.93 Median :187.85
## Mean : 72.57 Mean :2.228 Mean :18.86 Mean :211.34
## 3rd Qu.: 76.20 3rd Qu.:2.460 3rd Qu.:28.04 3rd Qu.:279.12
## Max. :142.60 Max. :5.350 Max. :36.50 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.: 29.72 1st Qu.: 0.7355 1st Qu.:17.99 1st Qu.:13.15
## Median : 61.65 Median : 2.2345 Median :21.42 Median :15.51
## Mean : 59.12 Mean : 3.7434 Mean :25.63 Mean :17.95
## 3rd Qu.: 79.00 3rd Qu.: 4.1481 3rd Qu.:33.20 3rd Qu.:22.38
## Max. :144.50 Max. :30.3000 Max. :57.95 Max. :34.70
##
## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## 2022-10-21 200.0 13.34 328.5 93.15
## 2022-10-24 196.4 13.44 325.3 100.00
## 2022-10-25 191.8 13.25 320.0 105.00
## 2022-10-26 192.7 13.37 324.6 104.20
## 2022-10-27 194.4 13.50 324.0 103.90
## 2022-10-28 190.7 13.32 316.8 109.30
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## 2022-10-21 32.00 81.45 25.22 97.95
## 2022-10-24 32.46 82.90 26.06 99.50
## 2022-10-25 33.82 82.20 25.24 100.50
## 2022-10-26 34.00 82.35 24.72 98.80
## 2022-10-27 33.30 80.90 25.06 99.40
## 2022-10-28 32.54 78.50 24.24 96.95
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## 2022-10-21 31.90 97.25 12.36 43.20
## 2022-10-24 32.40 106.90 12.58 46.26
## 2022-10-25 32.20 106.30 12.34 46.52
## 2022-10-26 32.06 104.30 12.30 46.40
## 2022-10-27 31.18 100.00 12.19 47.08
## 2022-10-28 31.70 98.75 12.13 45.66
## 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.:2020-09-21 1st Qu.: 80.15 1st Qu.: 3.542 1st Qu.: 58.90
## Median :2021-06-02 Median :112.10 Median : 6.040 Median : 75.30
## Mean :2021-06-02 Mean :116.05 Mean : 6.423 Mean : 94.57
## 3rd Qu.:2022-02-14 3rd Qu.:137.00 3rd Qu.: 8.460 3rd Qu.:102.50
## Max. :2022-10-28 Max. :208.00 Max. :15.250 Max. :330.30
## 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.: 5.947 1st Qu.: 6.41 1st Qu.:19.87 1st Qu.:15.10
## Median : 14.550 Median : 7.79 Median :24.70 Median :16.16
## Mean : 19.637 Mean :11.05 Mean :30.31 Mean :16.97
## 3rd Qu.: 26.025 3rd Qu.:14.11 3rd Qu.:37.20 3rd Qu.:18.35
## Max. :109.300 Max. :34.00 Max. :82.90 Max. :26.06
## 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.: 12.06 1st Qu.:14.91 1st Qu.: 27.08 1st Qu.: 7.110
## Median : 13.53 Median :16.76 Median : 36.48 Median : 7.960
## Mean : 23.45 Mean :18.43 Mean : 48.10 Mean : 8.363
## 3rd Qu.: 27.70 3rd Qu.:20.22 3rd Qu.: 75.15 3rd Qu.: 9.270
## Max. :100.50 Max. :34.42 Max. :106.90 Max. :13.340
## VESTL.IS.Close
## Min. : 8.91
## 1st Qu.:17.48
## Median :25.10
## Mean :24.15
## 3rd Qu.:29.20
## Max. :47.08
## [1] "************************************************************"
## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"
## ISCTR.IS.Close
## 2022-10-28 341.9936
## [1] 512.9303
## [1] 12.550000 2.047541 9.050000
## AKBNK.IS.Close
## 2022-10-28 213.0064
## [1] 273.3475
## [1] 17.51 4.69 14.68
## [1] 356.8779
## GARAN.IS.Close
## 2022-10-28 261.9784
## [1] 29.56 6.47 23.42
## YKBNK.IS.Close
## 2022-10-28 404.5455
## [1] 452.8409
## [1] 12.550000 2.047541 8.880000
## ARCLK.IS.Close
## 2022-10-28 487.7893
## [1] 567.9968
## [1] 83.70 12.53 73.65
## AKSEN.IS.Close
## 2022-10-28 2557.895
## [1] 2801.316
## [1] 44.10 1.52 40.40
## ASELS.IS.Close
## 2022-10-28 206.0635
## [1] 225.8903
## [1] 33.86 10.39 31.80
## BIMAS.IS.Close
## 2022-10-28 191.7399
## [1] 213.2689
## [1] 142.60 45.52 132.80
## EKGYO.IS.Close
## 2022-10-28 313.0841
## [1] 400
## [1] 5.35 1.07 4.42
## EREGL.IS.Close
## 2022-10-28 302.1709
## [1] 395.251
## [1] 36.50 7.37 29.64
## FROTO.IS.Close
## 2022-10-28 362.6053
## [1] 386.9734
## [1] 375.70 77.15 356.90
## GUBRF.IS.Close
## 2022-10-28 1609.33
## [1] 1628.469
## [1] 144.50 8.36 142.90
## HEKTS.IS.Close
## 2022-10-28 6454.16
## [1] 7012.859
## [1] 30.299999 0.425989 27.920000
## KCHOL.IS.Close
## 2022-10-28 319.5535
## [1] 346.1124
## [1] 57.95 12.99 54.50
## GUBRF.IS.Close
## 2022-10-28 1609.33
## [1] 1628.469
## [1] 144.50 8.36 142.90
## KOZAA.IS.Close
## 2022-10-28 300.5215
## [1] 352.412
## [1] 34.70 7.67 30.72
## KOZAL.IS.Close
## 2022-10-28 270.2913
## [1] 303.8835
## [1] 208.0 51.5 190.7
## PETKM.IS.Close
## 2022-10-28 468.8258
## [1] 551.2457
## [1] 15.250000 2.341666 13.320000
## PGSUS.IS.Close
## 2022-10-28 1235.582
## [1] 1292.496
## [1] 330.30 23.72 316.80
## SASA.IS.Close
## 2022-10-28 5823.259
## [1] 5823.259
## [1] 109.300003 1.845268 109.300003
## [1] 816.442
## SISE.IS.Close
## 2022-10-28 777.089
## [1] 34.00 3.71 32.54
## TAVHL.IS.Close
## 2022-10-28 470.0799
## [1] 502.0334
## [1] 82.90 13.77 78.50
## THYAO.IS.Close
## 2022-10-28 1152.584
## [1] 1198.45
## [1] 100.50 7.74 96.95
## TKFEN.IS.Close
## 2022-10-28 171.172
## [1] 194.4397
## [1] 34.42 11.69 31.70
## TOASO.IS.Close
## 2022-10-28 514.1169
## [1] 564.801
## [1] 106.90 16.08 98.75
## TTKOM.IS.Close
## 2022-10-28 112.807
## [1] 134.0351
## [1] 13.34 5.70 12.13
## VESTL.IS.Close
## 2022-10-28 412.4579
## [1] 428.3951
## [1] 47.08 8.91 45.66
## TCELL.IS.Close
## 2022-10-28 101.1618
## [1] 116.2656
## [1] 26.06 12.05 24.24
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