Varude kasvu, languse ja korrelatsiooni statistika 90 päeva kohta

Mind hämmastas küsimus, millised aktsiad tõusevad kõige rohkem ja langevad 2% päevas. Eeldusel, et päeva sulgemishind peaks olema sama 2% või rohkem avamishinnast kõrgem. Samas pole päeva jooksul toimunu oluline. Esimesed katsed näitasid, et liidrid olid kõige kaugema ešeloni aktsiad. Seetõttu lõikasin need volatiilsuse järgi alla ja sain järgmise TOPi, mis on toodud allpool. Järgmiseks tekkis küsimus: millised aktsiad on üksteisega kasvus ja languses korrelatsioonis? Ma kogusin proovi sellistest varudest, trummelrull … 365 päeva, ainult SBER + SBERP korreleeruvad üks ühele. Üle 180 päeva on veidi rohkem, kuid enamasti üldist langust, mille põhjuseks võib olla turu üldine langus. Seetõttu on nimekiri antud 90 päevaks. Milliseid järeldusi saab teha? Kui PHOR liigub 2%, siis loe kogu turg liikuvaks)) Muidu huvitavad andmed kauplemise automatiseerimiseks ja nõustajate täiendamiseks. Valmis stsenaariumid endaga mängimiseks siin . Seda on väga lihtne käivitada, peate lisama konfiguratsioonile märgi ja seejärel npx ts-node ning määrama selle faili.  

Kuidas lugeda: ‘1’: { cnt: 3, days: [Array], volumes: [Array] }, ‘1’ – liikumine protsentides cnt: 3 – selliste päevade arv cPlus: 22 – päevade arv kasvuga cMin: 23 — kukkumisega päevade arv

TOP aktsiad kasvavad 2% või rohkem päevas

{
  uid: 'a8dc188b-cae8-40c0-99e8-f561f4339751',
  ticker: "UWGN",
  nimi: "HVAC",
  stat: {
    '1': { cnt: 3, days: [Array], volumes: [Array] },
    '2': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 5, days: [Array], volumes: [Array] },
    '5': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 2, days: [Array], volumes: [Array] },
    '7': { cnt: 5, days: [Array], volumes: [Array] },
    '9': { cnt: 2, days: [Array], volumes: [Array] },
    '10': { cnt: 1, days: [Array], volumes: [Array] },
    '16': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 2, days: [Array], volumes: [Array] },
    '-16': { cnt: 1, days: [Array], volumes: [Array] },
    '-58': { cnt: 1, days: [Array], volumes: [Array] },
    '-34': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 4, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 7, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-42': { cnt: 1, days: [Array], volumes: [Array] },
    '-13': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 3, days: [Array], volumes: [Array] },
    '-10': { cnt: 2, days: [Array], volumes: [Array] },
    '-7': { cnt: 1, days: [Array], volumes: [Array] },
    '-8': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 23,
  cPlus: 22,
  minVol: 1080299,
  maxVol: 148541205
}
{
  uid: '5a3a39f4-3bd5-47a2-8719-ce3e203fd10d',
  märk: 'GRNT',
  nimi: "Urban Innovative Technologies",
  stat: {
    '1': { cnt: 5, days: [Array], volumes: [Array] },
    '2': { cnt: 1, days: [Array], volumes: [Array] },
    '3': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 1, days: [Array], volumes: [Array] },
    '5': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 1, days: [Array], volumes: [Array] },
    '11': { cnt: 1, days: [Array], volumes: [Array] },
    '14': { cnt: 1, days: [Array], volumes: [Array] },
    '15': { cnt: 1, days: [Array], volumes: [Array] },
    '22': { cnt: 1, days: [Array], volumes: [Array] },
    '24': { cnt: 1, days: [Array], volumes: [Array] },
    '34': { cnt: 1, days: [Array], volumes: [Array] },
    '-45': { cnt: 1, days: [Array], volumes: [Array] },
    '-48': { cnt: 1, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-20': { cnt: 2, days: [Array], volumes: [Array] },
    '-42': { cnt: 1, days: [Array], volumes: [Array] },
    '-13': { cnt: 3, days: [Array], volumes: [Array] },
    '-11': { cnt: 2, days: [Array], volumes: [Array] },
    '-9': { cnt: 3, days: [Array], volumes: [Array] },
    '-7': { cnt: 2, days: [Array], volumes: [Array] },
    '-22': { cnt: 1, days: [Array], volumes: [Array] },
    '-15': { cnt: 1, days: [Array], volumes: [Array] },
    '-10': { cnt: 2, days: [Array], volumes: [Array] },
    '-8': { cnt: 2, days: [Array], volumes: [Array] },
    '-6': { cnt: 2, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 3, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 4, days: [Array], volumes: [Array] },
    '-28': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 4, päevad: [massiivi], mahud: [massiivi] }
  },
  cMin: 37,
  cPlus: 15,
  minVol: 3652622,
  maxVol: 451442668
}
{
  uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
  ticker: "MTLR",
  nimi: "Mechel",
  stat: {
    '1': { cnt: 7, days: [Array], volumes: [Array] },
    '2': { cnt: 3, days: [Array], volumes: [Array] },
    '3': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 5, days: [Array], volumes: [Array] },
    '5': { cnt: 3, days: [Array], volumes: [Array] },
    '-2': { cnt: 6, days: [Array], volumes: [Array] },
    '-1': { cnt: 15, days: [Array], volumes: [Array] },
    '-4': { cnt: 4, days: [Array], volumes: [Array] },
    '-6': { cnt: 2, days: [Array], volumes: [Array] },
    '-3': { cnt: 2, days: [Array], volumes: [Array] }
  },
  cMin: 14,
  cPlus: 15,
  minVol: 3683364,
  maxVol: 85606616
}
{
  uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
  märk: "ORUP",
  nimi: "Venemaa jalatsid",
  stat: {
    '1': { cnt: 7, days: [Array], volumes: [Array] },
    '2': { cnt: 3, days: [Array], volumes: [Array] },
    '3': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 2, days: [Array], volumes: [Array] },
    '7': { cnt: 1, days: [Array], volumes: [Array] },
    '9': { cnt: 1, days: [Array], volumes: [Array] },
    '10': { cnt: 1, days: [Array], volumes: [Array] },
    '15': { cnt: 1, days: [Array], volumes: [Array] },
    '29': { cnt: 1, days: [Array], volumes: [Array] },
    '-3': { cnt: 7, days: [Array], volumes: [Array] },
    '-18': { cnt: 1, days: [Array], volumes: [Array] },
    '-7': { cnt: 2, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-10': { cnt: 1, days: [Array], volumes: [Array] },
    '-9': { cnt: 3, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 8, days: [Array], volumes: [Array] },
    '-8': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 5, days: [Array], volumes: [Array] },
    '-19': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 29,
  cPlus: 12,
  minVol: 224246,
  maxVol: 15374442
}
{
  uid: '127361c2-32ec-448c-b3ec-602166f537ea',
  märk: "POLY",
  nimi: "Polümetall",
  stat: {
    '1': { cnt: 8, days: [Array], volumes: [Array] },
    '2': { cnt: 5, days: [Array], volumes: [Array] },
    '3': { cnt: 1, days: [Array], volumes: [Array] },
    '4': { cnt: 1, days: [Array], volumes: [Array] },
    '5': { cnt: 1, days: [Array], volumes: [Array] },
    '6': { cnt: 1, days: [Array], volumes: [Array] },
    '17': { cnt: 1, days: [Array], volumes: [Array] },
    '-1': { cnt: 17, days: [Array], volumes: [Array] },
    '-17': { cnt: 1, days: [Array], volumes: [Array] },
    '-21': { cnt: 1, days: [Array], volumes: [Array] },
    '-8': { cnt: 1, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-2': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 9,
  cPlus: 10,
  minVol: 145744,
  maxVol: 19412247
}
{
  uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
  ticker: "SGZH",
  nimi: Segezha,
  stat: {
    '1': { cnt: 10, päevad: [massiivi], köited: [massiivi] },
    '2': { cnt: 6, days: [Array], volumes: [Array] },
    '3': { cnt: 2, days: [Array], volumes: [Array] },
    '5': { cnt: 1, days: [Array], volumes: [Array] },
    '11': { cnt: 1, days: [Array], volumes: [Array] },
    '-1': { cnt: 13, days: [Array], volumes: [Array] },
    '-6': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 2, days: [Array], volumes: [Array] },
    '-3': { cnt: 6, days: [Array], volumes: [Array] },
    '-2': { cnt: 5, days: [Array], volumes: [Array] },
    '-4': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 15,
  cPlus: 10,
  minVol: 490940,
  maxVol: 23752388
}
{
  uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
  ticker: "VTBR",
  nimi: "VTB Bank",
  stat: {
    '1': { cnt: 13, days: [Array], volumes: [Array] },
    '2': { cnt: 1, days: [Array], volumes: [Array] },
    '3': { cnt: 3, days: [Array], volumes: [Array] },
    '4': { cnt: 2, days: [Array], volumes: [Array] },
    '-1': { cnt: 23, days: [Array], volumes: [Array] },
    '-2': { cnt: 5, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 7,
  cPlus: 6,
  minVol: 2986414,
  maxVol: 18656181
}

TOP aktsiad langevad 2% või rohkem päevas

{
  uid: '5a3a39f4-3bd5-47a2-8719-ce3e203fd10d',
  märk: 'GRNT',
  nimi: "Urban Innovative Technologies",
  stat: {
    '1': { cnt: 5, days: [Array], volumes: [Array] },
    '2': { cnt: 1, days: [Array], volumes: [Array] },
    '3': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 1, days: [Array], volumes: [Array] },
    '5': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 1, days: [Array], volumes: [Array] },
    '11': { cnt: 1, days: [Array], volumes: [Array] },
    '14': { cnt: 1, days: [Array], volumes: [Array] },
    '15': { cnt: 1, days: [Array], volumes: [Array] },
    '22': { cnt: 1, days: [Array], volumes: [Array] },
    '24': { cnt: 1, days: [Array], volumes: [Array] },
    '34': { cnt: 1, days: [Array], volumes: [Array] },
    '-45': { cnt: 1, days: [Array], volumes: [Array] },
    '-48': { cnt: 1, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-20': { cnt: 2, days: [Array], volumes: [Array] },
    '-42': { cnt: 1, days: [Array], volumes: [Array] },
    '-13': { cnt: 3, days: [Array], volumes: [Array] },
    '-11': { cnt: 2, days: [Array], volumes: [Array] },
    '-9': { cnt: 3, days: [Array], volumes: [Array] },
    '-7': { cnt: 2, days: [Array], volumes: [Array] },
    '-22': { cnt: 1, days: [Array], volumes: [Array] },
    '-15': { cnt: 1, days: [Array], volumes: [Array] },
    '-10': { cnt: 2, days: [Array], volumes: [Array] },
    '-8': { cnt: 2, days: [Array], volumes: [Array] },
    '-6': { cnt: 2, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 3, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 4, days: [Array], volumes: [Array] },
    '-28': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 4, päevad: [massiivi], mahud: [massiivi] }
  },
  cMin: 37,
  cPlus: 15,
  minVol: 3652622,
  maxVol: 451442668
}
{
  uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
  märk: "ORUP",
  nimi: "Venemaa jalatsid",
  stat: {
    '1': { cnt: 7, days: [Array], volumes: [Array] },
    '2': { cnt: 3, days: [Array], volumes: [Array] },
    '3': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 2, days: [Array], volumes: [Array] },
    '7': { cnt: 1, days: [Array], volumes: [Array] },
    '9': { cnt: 1, days: [Array], volumes: [Array] },
    '10': { cnt: 1, days: [Array], volumes: [Array] },
    '15': { cnt: 1, days: [Array], volumes: [Array] },
    '29': { cnt: 1, days: [Array], volumes: [Array] },
    '-3': { cnt: 7, days: [Array], volumes: [Array] },
    '-18': { cnt: 1, days: [Array], volumes: [Array] },
    '-7': { cnt: 2, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-10': { cnt: 1, days: [Array], volumes: [Array] },
    '-9': { cnt: 3, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 8, days: [Array], volumes: [Array] },
    '-8': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 5, days: [Array], volumes: [Array] },
    '-19': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 29,
  cPlus: 12,
  minVol: 224246,
  maxVol: 15374442
}
{
  uid: 'a8dc188b-cae8-40c0-99e8-f561f4339751',
  ticker: "UWGN",
  nimi: "HVAC",
  stat: {
    '1': { cnt: 3, days: [Array], volumes: [Array] },
    '2': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 5, days: [Array], volumes: [Array] },
    '5': { cnt: 2, days: [Array], volumes: [Array] },
    '6': { cnt: 2, days: [Array], volumes: [Array] },
    '7': { cnt: 5, days: [Array], volumes: [Array] },
    '9': { cnt: 2, days: [Array], volumes: [Array] },
    '10': { cnt: 1, days: [Array], volumes: [Array] },
    '16': { cnt: 1, days: [Array], volumes: [Array] },
    '-2': { cnt: 2, days: [Array], volumes: [Array] },
    '-16': { cnt: 1, days: [Array], volumes: [Array] },
    '-58': { cnt: 1, days: [Array], volumes: [Array] },
    '-34': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 4, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-1': { cnt: 7, days: [Array], volumes: [Array] },
    '-12': { cnt: 1, days: [Array], volumes: [Array] },
    '-42': { cnt: 1, days: [Array], volumes: [Array] },
    '-13': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 3, days: [Array], volumes: [Array] },
    '-10': { cnt: 2, days: [Array], volumes: [Array] },
    '-7': { cnt: 1, days: [Array], volumes: [Array] },
    '-8': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 23,
  cPlus: 22,
  minVol: 1080299,
  maxVol: 148541205
}
{
  uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
  ticker: "SGZH",
  nimi: Segezha,
  stat: {
    '1': { cnt: 10, päevad: [massiivi], köited: [massiivi] },
    '2': { cnt: 6, days: [Array], volumes: [Array] },
    '3': { cnt: 2, days: [Array], volumes: [Array] },
    '5': { cnt: 1, days: [Array], volumes: [Array] },
    '11': { cnt: 1, days: [Array], volumes: [Array] },
    '-1': { cnt: 13, days: [Array], volumes: [Array] },
    '-6': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 2, days: [Array], volumes: [Array] },
    '-3': { cnt: 6, days: [Array], volumes: [Array] },
    '-2': { cnt: 5, days: [Array], volumes: [Array] },
    '-4': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 15,
  cPlus: 10,
  minVol: 490940,
  maxVol: 23752388
}
{
  uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
  ticker: "MTLR",
  nimi: "Mechel",
  stat: {
    '1': { cnt: 7, days: [Array], volumes: [Array] },
    '2': { cnt: 3, days: [Array], volumes: [Array] },
    '3': { cnt: 4, days: [Array], volumes: [Array] },
    '4': { cnt: 5, days: [Array], volumes: [Array] },
    '5': { cnt: 3, days: [Array], volumes: [Array] },
    '-2': { cnt: 6, days: [Array], volumes: [Array] },
    '-1': { cnt: 15, days: [Array], volumes: [Array] },
    '-4': { cnt: 4, days: [Array], volumes: [Array] },
    '-6': { cnt: 2, days: [Array], volumes: [Array] },
    '-3': { cnt: 2, days: [Array], volumes: [Array] }
  },
  cMin: 14,
  cPlus: 15,
  minVol: 3683364,
  maxVol: 85606616
}
{
  uid: '127361c2-32ec-448c-b3ec-602166f537ea',
  märk: "POLY",
  nimi: "Polümetall",
  stat: {
    '1': { cnt: 8, days: [Array], volumes: [Array] },
    '2': { cnt: 5, days: [Array], volumes: [Array] },
    '3': { cnt: 1, days: [Array], volumes: [Array] },
    '4': { cnt: 1, days: [Array], volumes: [Array] },
    '5': { cnt: 1, days: [Array], volumes: [Array] },
    '6': { cnt: 1, days: [Array], volumes: [Array] },
    '17': { cnt: 1, days: [Array], volumes: [Array] },
    '-1': { cnt: 17, days: [Array], volumes: [Array] },
    '-17': { cnt: 1, days: [Array], volumes: [Array] },
    '-21': { cnt: 1, days: [Array], volumes: [Array] },
    '-8': { cnt: 1, days: [Array], volumes: [Array] },
    '-3': { cnt: 4, days: [Array], volumes: [Array] },
    '-2': { cnt: 1, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 9,
  cPlus: 10,
  minVol: 145744,
  maxVol: 19412247
}
{
  uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
  ticker: "VTBR",
  nimi: "VTB Bank",
  stat: {
    '1': { cnt: 13, days: [Array], volumes: [Array] },
    '2': { cnt: 1, days: [Array], volumes: [Array] },
    '3': { cnt: 3, days: [Array], volumes: [Array] },
    '4': { cnt: 2, days: [Array], volumes: [Array] },
    '-1': { cnt: 23, days: [Array], volumes: [Array] },
    '-2': { cnt: 5, days: [Array], volumes: [Array] },
    '-5': { cnt: 1, days: [Array], volumes: [Array] },
    '-4': { cnt: 1, days: [Array], volumes: [Array] }
  },
  cMin: 7,
  cPlus: 6,
  minVol: 2986414,
  maxVol: 18656181
}

   

90-päevase kasvu korrelatsioon 2% või rohkem päevas

Liikumine koos ettevõttega Detsky Mir (DSKY) DEK (DVEC) Punane oktoober (KROT) Liikumine koos ettevõttega Kazanorgsintez – lihtaktsiad (KZOS) TNS Energo Voronezh (VRSB) Liikumine koos Samolet Group of Companies (SMLT) Mecheliga – Eelisaktsiad (MTLRP) Liikumine koos Saratovi rafineerimistehasega – eelisaktsiad (KRKNP) United Aircraft Corporation (UNAC) Liikumine koos ettevõttega Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Liikumine koos Sber Bankiga (SBER) Sber Bank – eelisaktsiad (SBERP) Liikumine koos ettevõttega MTS (MTSS) Mother and Child (MDMG) Novoship – JSC (NOMP) Liikumine koos ettevõttega LUKOIL (LKOH) SOLLERS (SVAV) Ema ja laps (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO ) NMTP (NMTP) Kolimine koos ettevõttega RUSAL (RUAL) En+ (ENPG) Jakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – eelisaktsiad (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Liikumine koos PhosAgro (PHOR) Krasnogorski tehasega, mis sai nime. S.A. Zvereva – Volga (MRKV) VK (VKCO) Tattelecomi (TTLK) SOLLERS (SVAV) EL5-Energo (ELFV) Beloni (BLNG) ChZPSN (PRFN) NKHP (NKHP) GTM (GTRK) M.video eelisaktsiad (KZIZP) IDGC ( MVID) Permenergosbyt – eelisaktsiad (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti keskus (MRKC) FSK Rosseti (FEES) Kaluga müügiettevõte (KLSB) Rosseti North-West (MRKZ) Surgutneftegaz – eelistatud aktsiad (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC of Siberia (MRKS) Rusolovo (ROLO) Polyus (PLZL) Elektri hulgimüügituru teine ​​​​tootmisettevõte (OGKB) Ashinsky Metallurgical Plant (AMEZ) TGC -2 – eelisaktsiad (TGKBP) Rosneft (ROSN) EuroTrans (EUTR) Mechel – Eelistatud aktsiad (MTLRP) Pipe Metallurgical Company (TRMK) Softline (SOFL) Rosseti Ural (MRKU) Lõuna IDGC (MRKY) Liikumine koos Norilski Nikliga (GMKN) Jakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – eelisaktsiad (MGTSP) ALROSA (ALRS) Mechel (MTLR) Gazprom (GAZP) Rostelecom (RTKM) Inter RAO UES (IRAO) Novabev Group (BELU) FESCO (FESH) Elektri hulgimüügituru teine ​​​​tootmisettevõte (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) MKB (CBOM) EuroTrans (EUTR) Mechel – Eelistatud aktsiad (MTLRP) Pipe Metallurgical Company (TRMK) Saratovi naftatöötlemistehas – eelisaktsiad (KRKNP) Liikumine koos Rosseti keskuse ja Volga piirkonnaga (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Liikumine koos Lenenergoga – eelisaktsiad (LSNGP) Kaluga müügiettevõte (KLSB)  

90-päevase languse korrelatsioon 2% või rohkem päevas

Liikumine koos FSK Rossetiga (FEES) IDGC of Siberia (MRKS) Liikumine koos Rosseti keskuse ja Volga piirkonnaga (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Liikumine koos Lenta (LENT) SOLLERSiga (SVAV) Kaluga Müügiettevõte (KLSB) Liikumine koos Samolet Groupiga (SMLT) Jakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Punane Oktoober (KROT) Liikumine koos Sovcomflotiga (FLOT) Globaltrans Investment PLC (GLTR) Liikumine koos Rossetiga Moskva piirkond ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Liikumine koos VTB Pangaga (VTBR) SOLLERS (SVAV) Liikumine koos MTS-iga (MTSS) NCSP (NMTP) Liikumine koos Bashneftiga – eelisaktsiad (BANEP) Rosseti North-West ( MRKZ) FESH (FESH) Lõuna IDGC (MRKY) Kolimine koos ettevõttega RUSAL (RUAL) YATEK (YAKG) Rosseti North-West (MRKZ) Ashinsky Metallurgical Plant (AMEZ) Kolimine koos ettevõttega Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) Krasnogorski tehas nime saanud. S.A. Zvereva – JSC (KZIZ) Fix Price Group (FIXP) MGTS – eelisaktsiad (MGTSP) Slavneft (SLAV) ChZPSN (PRFN) Aeroflot (AFLT) RUSAL (RUAL) Obuv Rossii (ORUP) TGK-14 (TGKN) Lenenergo (LSNG) YATEK (YAKG) Rosseti Moskva piirkond (MSRS) Rosseti North-West (MRKZ) Novoship – eelisaktsiad (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratovi rafineerimistehas – eelisaktsiad ( KRKNP ) Liikumine koos Lenenergoga – eelisaktsiad (LSNGP) Ufaorgsintez – eelisaktsiad (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti North-West (MRKZ) Unipro (UPRO) NMTP (NMTP) Liikumine koos Polyuse (PLZL) Tattelecomiga (TTLK) SOLLERSiga (SVAV) Etalon Group PLC GDR (ETLN) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Pank St. Petersburg ( BSPB) Lenenergo (LSNG) YATEK (YAKG) Kaluga müügiettevõte (KLSB) Rosseti North-West (MRKZ) QIWI (QIWI) FESCO (FESH) Unipro (UPRO) Siberi IDGC (MRKS) Globaltrans Investment PLC (GLTR) Ashinsky Metallurgical Tehas (AMEZ) ) Lõuna IDGC (MRKY) Liikumine koos Rosnefti (ROSN) Etalon Group PLC-ga GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Pank St. Petersburg (BSPB) Rosseti North-West (MRKZ) FESCO (FESH) Unipro (UPRO ) Liikumine koos Rostelecomiga – Eelistatud aktsiad (RTKMP) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) Kaluga müügiettevõte (KLSB) RussNeft (RNFT) FESCO (FESH) NCSP ( NMTP) Surgutneftegaz (SNGS) Liikumine koos PhosAgroga (PHOR)En+ (ENPG) Ufaorgsintez – eelisaktsiad (UFOSP) Jakovlev (IRKT) Volga IDGC (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Kesktelegraaf (CNTL) ) ) SOLLERS (SVAV) Krasnogorski tehas nime saanud. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Eelisaktsiad (RTKMP) Kazanorgsintez – eelisaktsiad (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – lihtaktsiad (KZOS) Ühendatud meditsiinikontsern (GEMC) Fikseeritud hind Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – eelisaktsiad (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – eelisaktsiad (TATNP) Slavneft (SLAV) NITEL (NTZL) Belon (BLNG) CHZPSN (PRFN) Urban Innovative Technologies (GRNT) Magnitogorski raua- ja terasetehas (MAGN) VTB Bank (VTBR) Bashneft (BANE) Aeroflot (AFLT) Cyan ADR (CIAN) RUSAL (RUAL) Obuv Rossii (ORUP) Sber Bank (SBER) Ema ja laps (MDMG) Bashneft – eelisaktsiad (BANEP) Rosseti keskus ja Volga piirkond (MRKP) Sovcomflot (FLOT) Permenergosbyt – eelisaktsiad (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) Sber Bank – eelisaktsiad (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy S.P. Korolevi järgi (RKKE) Lenenergo (LSNG) Rosseti keskus ( MRKC) FSK Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga müügiettevõte (KLSB) ChMK (CHMK) ZIL – eelisaktsiad (ZILLP) RussNeft (RNFT) Rosseti Moskva piirkond (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – eelisaktsiad (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – eelisaktsiad (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – eelisaktsiad (LSNGP) Norilsk Nickel (GMKN) Moskva börs (MOEX) (UPRO) Siberi IDGC (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Elektri hulgimüügituru teine ​​​​tootmisettevõte (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – eelisaktsiad (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans ) Mechel – eelisaktsiad (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratovi rafineerimistehas – eelisaktsiad (KRKNP) Severstal (CHMF) Liikumine koos Tatneftiga – eelisaktsiad (TATNP)Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Rostelecom (RTKM) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) RusHydro ( HYDR) Surgutneftegaz – eelisaktsiad (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Liikumine koos Sber Bankiga (SBER) Yakovlev (IRKT) United lennukiettevõte (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Whoosh (WUSH) KAMAZ (KMAZ) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Tatneft ( TATN) X5 RetailGroup GDR (FIVE) Sber Bank – eelisaktsiad (SBERP) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti keskus (MRKC) FGC Rosseti (TASU) YATEK (YAKG) Kaluga müügiettevõte (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) FESH (FESH) YuUNK (UNKL) Unipro (UPRO) Siberi IDGC (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC of the South (MRKY) Movement koos Tatneftiga (TATN) Etalon Group PLC GDR (ETLN) X5 RetailGroup GDR (FIVE) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) ) FESCO (FESH) ) Unipro (UPRO) NCSP (NMTP) Liikumine koos Sber Bankiga – eelisaktsiad (SBERP) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Whoosh (WUSH) KAMAZ (KMAZ) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Sber Bank (SBER) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Bank St. Petersburg (BSPB) TGK-14 (TGKN) ) Lenenergo (LSNG) Rosseti keskus (MRKC) FGC Rosseti (TASU) YATEK (YAKG) Kaluga müügiettevõte (KLSB) RussNeft (RNFT) Rosseti loodeosa (MRKZ) QIWI (QIWI) FESH (FESH) UNKL (UNKL) Unipro ( UPRO) IDGC of Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC of the South (MRKY) Movement koos Novabev Groupiga (BELU) Yakovlev (IRKT) Liikumine koos Norilski Nikliga (GMKN)En+ (ENPG) Ufaorgsintez – eelisaktsiad (UFOSP) Jakovlev (IRKT) Volga IDGC (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Kesktelegraaf (CNTL) ) ) SOLLERS (SVAV) Krasnogorski tehas nime saanud. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Eelisaktsiad (RTKMP) Kazanorgsintez – eelisaktsiad (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – lihtaktsiad (KZOS) Ühendatud meditsiinikontsern (GEMC) Fikseeritud hind Group (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – eelisaktsiad (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – eelisaktsiad (TATNP) Slavneft (SLAV) NITEL (NTZL) Belon (BLNG) CHZPSN (PRFN) Urban Innovative Technologies (GRNT) Magnitogorski raua- ja terasetehas (MAGN) VTB pank (VTBR) Bashneft (BANE) Aeroflot (AFLT) Cian ADR (CIAN) RUSAL (RUAL) Obuv Rossii (ORUP) Sber Pank (SBER) Ema ja laps (MDMG) Bashneft – eelisaktsiad (BANEP) Rosseti Center ja Volga piirkond (MRKP) Sovcomflot (FLOT) Permenergosbyt – eelisaktsiad (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) ) Sber Bank – eelisaktsiad (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy S.P. Korolevi järgi (RKKE) Lenenergo ( LSNG ) Rosseti keskus (MRKC) FGC Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga müügiettevõte (KLSB) ChMK (CHMK) ZIL – eelisaktsiad (ZILLP) RussNeft ( RNFT ) Rosseti Moskva piirkond (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – eelisaktsiad (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – eelisaktsiad (NOMPP) TNS energo Voronež (VRSB) Segezha (SGZH) Lenenergo – eelisaktsiad (LSNGP) Moskva Pro börs (MOEX) ( UPRO) Siberi IDGC (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Elektri hulgimüügituru teine ​​​​tootmisettevõte (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – eelisaktsiad (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans ) Mechel – eelisaktsiad (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratovi rafineerimistehas – eelisaktsiad (KRKNP) Severstal (CHMF) Liikumine koos LUKOILiga (LKOH)En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Rostelecom – Eelistatud aktsiad (RTKMP) Whoosh (WUSH) KAMAZ (KMAZ) Fikseeritud hind Group (FIXP) HeadHunter Group PLC (HHRU) Seligdar (SELG) Tatneft – eelisaktsiad (TATNP) ChZPSN (PRFN) Magnitogorski raua- ja terasetehas (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – eelisaktsiad (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Sber Bank – eelisaktsiad (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FSK Rosseti ( TASU) YATEK (YAKG) Kaluga müügiettevõte (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) RusHydro (HYDR) TCS Group (TCSG) Surgutneftegaz – eelisaktsiad (SNGSP) Yandex (YNDX) FESCO ( FESH) NOVATEK (NVTK) YuUNK (UNKL) Unipro (UPRO) Siberi IDGC (MRKS) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Surgutneftegaz (SNGS) Ašinski metallurgiatehas (AMEZ) Rosneft (ROSN) Lõuna (MRKY) Saratovi naftatöötlemistehase IDGC – eelisaktsiad (KRKNP) Liikumine koos Transneftiga – eelisaktsiad (TRNFP) Krasnogorski tehase nimeline nimi. S.A. Zverev – eelisaktsiad (KZIZP) Obneftegazgeologiya – eelisaktsiad (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) Krasnogorski tehas nime saanud. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) United Medical Group (GEMC) MGTS – eelisaktsiad (MGTSP) Seligdar (SELG) RusAgro (AGRO) Slavneft (SLAV) Belon (BLNG) Aeroflot (AFLT) KarMani (CARM) Obuv Rossii (ORUP) M.video (MVID) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) FESCO (FESH) INARCTIKA (AQUA) Novoship – eelisaktsiad (NOMPP) Unipro (UPRO) NCSP ( NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Liigub koos Gazpromiga (GAZP)Yakovlev (IRKT) United Aircraft Corporation (UNAC) Tattelecom (TTLK) SOLLERS (SVAV) SPB Exchange (SPBE) Etalon Group PLC GDR (ETLN) Rostelecom – Eelistatud aktsiad (RTKMP) Fikseeritud hinnagrupp (FIXP) HENDERSON (HNFG) HeadHunter Group PLC (HHRU) Seligdar (SELG) RusAgro (AGRO) VEON (VEON-RX) NITEL (NTZL) ChZPSN (PRFN) KarMani (CARM) NKHP (NKHP) Obuv Rossii (ORUP) Genetiko (GECO) GTM (GTRK) M.video ( MVID) Bashneft – eelisaktsiad (BANEP) Sovcomflot (FLOT) Mostotrest (MSTT) DEK (DVEC) Bank St. Petersburg (BSPB) Lenenergo (LSNG) Rosseti Center (MRKC) Positive Technologies (POSI) FGC Rosseti (FES) YATEK (YAKG) ) ) Kaluga müügiettevõte (KLSB) ChMK (CHMK) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) Nauka-Svyaz (NSVZ) TCS Group (TCSG) FESCO (FESH) UNK (UNKL) INARCTIKA (AQUA) Unipro (UPRO) IDGC of Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – eelisaktsiad (CNTLP) Rosneft (ROSN) Rosseti Ural (MRKU) Lõuna IDGC (MRKY) Saratovi rafineerimistehase eelisaktsiad (KRKNP)

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