Mga istatistika ng paglago, pagbaba at ugnayan ng mga stock sa loob ng 90 araw

Naguguluhan ako sa tanong kung aling mga stock ang mas tumataas at bumaba ng 2% kada araw. Sa kondisyon na ang presyo ng pagsasara ng araw ay dapat na mas mataas kaysa sa pagbubukas ng presyo sa parehong 2% o higit pa. Kasabay nito, kung ano ang nangyari sa araw ay hindi mahalaga. Ang mga unang eksperimento ay nagpakita na ang mga pinuno ay ang mga bahagi ng pinakamalayong echelon. Samakatuwid, pinutol ko ang mga ito sa pamamagitan ng pagkasumpungin at nakuha ang sumusunod na TOP, na ibinigay sa ibaba. Susunod, ang tanong ay lumitaw: aling mga stock ang nauugnay sa bawat isa sa paglago at pagbaba? I collected a sample of such stocks, drum roll… for 365 days, only SBER + SBERP correlate one to one. Sa paglipas ng 180 araw mayroong kaunti pa, ngunit karamihan sa mga pangkalahatang pagtanggi, na maaaring maiugnay sa pangkalahatang pagbaba ng merkado. Samakatuwid, ang listahan ay ibinigay para sa 90 araw. Anong mga konklusyon ang maaaring makuha? Kung gumagalaw ang PHOR ng 2%, pagkatapos ay isaalang-alang ang buong market na gumagalaw)) Kung hindi, kawili-wiling data para sa pag-automate ng kalakalan at pagdaragdag ng mga tagapayo. Inihanda ang mga script upang paglaruan ang iyong sarili dito . Napakadaling ilunsad, kailangan mong magdagdag ng token sa config at pagkatapos ay npx ts-node at tukuyin ang file na ito.  

Paano basahin: ‘1’: { cnt: 3, araw: [Array], volume: [Array] }, ‘1’ – paggalaw sa porsyento cnt: 3 – bilang ng mga araw na iyon cPlus: 22 – bilang ng mga araw na may paglago cMin: 23 — bilang ng mga araw na may pagkahulog

Nangungunang mga stock na lumalaki ng 2% o higit pa bawat araw

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

Nangungunang mga stock na bumabagsak ng 2% o higit pa bawat araw

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

   

Kaugnayan ng 90 araw na paglago ng 2% o higit pa bawat araw

Movement together with Detsky Mir (DSKY) DEK (DVEC) Red October (KROT) Movement together with Kazanorgsintez – ordinary shares (KZOS) TNS Energo Voronezh (VRSB) Movement together with Samolet Group of Companies (SMLT) Mechel – Preferred shares (MTLRP) Movement kasama ang Saratov Refinery – preferred shares (KRKNP) United Aircraft Corporation (UNAC) Movement kasama ang Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Movement kasama ang Sber Bank (SBER) Sber Bank – preferred shares (SBERP) Movement together with MTS (MTSS) Mother and Child (MDMG) Novoship – JSC (NOMP) Movement together with LUKOIL (LKOH) SOLLERS (SVAV) Mother and Child (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO ) NMTP (NMTP) Moving together with RUSAL (RUAL) En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – preferred shares (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Movement kasama ang PhosAgro (PHOR) Krasnogorsk plant na pinangalanan. S.A. Zvereva – preferred shares (KZIZP) IDGC ng Volga (MRKV) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) EL5-Energo (ELFV) Belon (BLNG) ChZPSN (PRFN) NKHP (NKHP) GTM (GTRK) M.video ( MVID) Permenergosbyt – preferred shares (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti Center (MRKC) FSK Rosseti (FEES) Kaluga Sales Company (KLSB) Rosseti North-West (MRKZ) Surgutneftegaz – preferred shares (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC of Siberia (MRKS) Rusolovo (ROLO) Polyus (PLZL) Second Generating Company ng Wholesale Electricity Market (OGKB) Ashinsky Metallurgical Plant (AMEZ) TGC -2 – preferred shares (TGKBP) Rosneft (ROSN) EuroTrans (EUTR) Mechel – Preferred Shares (MTLRP) Pipe Metallurgical Company (TRMK) Softline (SOFL) Rosseti Ural (MRKU) IDGC of the South (MRKY) Movement kasama ang Norilsk Nickel (GMKN) Yakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – preferred shares (MGTSP) ALROSA (ALRS) Mechel (MTLR) Gazprom (GAZP) Rostelecom (RTKM) Inter RAO UES (IRAO) Novabev Group (BELU) FESCO (FESH) Second Generating Company ng Wholesale Electricity Market (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) MKB (CBOM) EuroTrans (EUTR) Mechel – Preferred Shares (MTLRP) Pipe Metallurgical Company ( TRMK) Saratov Oil Refinery – preferred shares (KRKNP) Movement kasama ang Rosseti Center at Volga Region (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Movement kasama ng Lenenergo – preferred shares (LSNGP) Kaluga Sales Company (KLSB)  

Kaugnayan ng 90-araw na pagbaba ng 2% o higit pa bawat araw

Movement kasama ang FSK Rosseti (FEES) IDGC ng Siberia (MRKS) Movement kasama ang Rosseti Center at Volga Region (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Movement kasama ang Lenta (LENT) SOLLERS (SVAV) Kaluga Sales company (KLSB) Movement kasama ang Samolet Group (SMLT) Yakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Red October (KROT) Movement kasama ang Sovcomflot (FLOT) Globaltrans Investment PLC (GLTR) Movement kasama ang Rosseti Moscow rehiyon ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Movement kasama ang VTB Bank (VTBR) SOLLERS (SVAV) Movement kasama ang MTS (MTSS) NCSP (NMTP) Movement kasama ang Bashneft – preferred shares (BANEP) Rosseti North-West ( MRKZ) FESH (FESH) IDGC ng Timog (MRKY) Paglipat kasama ng RUSAL (RUAL) YAEK (YAKG) Rosseti North-West (MRKZ) Ashinsky Metallurgical Plant (AMEZ) Paglipat kasama ng Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) halaman ng Krasnogorsk na pinangalanan. S.A. Zvereva – JSC (KZIZ) Fix Price Group (FIXP) MGTS – preferred shares (MGTSP) Slavneft (SLAV) ChZPSN (PRFN) Aeroflot (AFLT) RUSAL (RUAL) Obuv Rossii (ORUP) TGK-14 (TGKN) Lenenergo (LSNG) YAEK (YAKG) Rosseti Moscow Region (MSRS) Rosseti North-West (MRKZ) Novoship – preferred shares (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratov Refinery – preferred shares ( KRKNP ) Movement together with Lenenergo – preferred shares (LSNGP) Ufaorgsintez – preferred shares (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti North-West (MRKZ) Unipro (UPRO) NMTP (NMTP) Movement kasama ng Polyus (PLZL) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Bank St. ( BSPB) Lenenergo (LSNG) YATEK (YAKG) Kaluga Sales Company (KLSB) Rosseti North-West (MRKZ) QIWI (QIWI) FESCO (FESH) Unipro (UPRO) IDGC of Siberia (MRKS) Globaltrans Investment PLC (GLTR) Ashinsky Metallurgical Plant (AMEZ) ) IDGC of the South (MRKY) Movement kasama ang Rosneft (ROSN) Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Bank St. Petersburg (BSPB) Rosseti North-West (MRKZ) FESCO (FESH) Unipro (UPRO ) Movement together with Rostelecom – Preferred shares (RTKMP) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) Kaluga Sales Company (KLSB) RussNeft (RNFT) FESCO (FESH) NCSP ( NMTP) Surgutneftegaz (SNGS) Movement kasama ang PhosAgro (PHOR)En+ (ENPG) Ufaorgsintez – preferred shares (UFOSP) Yakovlev (IRKT) IDGC of Volga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk planta na pinangalanan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Preferred shares (RTKMP) Kazanorgsintez – preferred shares (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – ordinary shares (KZOS) United medical group (GEMC) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – preferred shares (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – preferred shares (TATNP) Slavneft (SLAV) NITEL (NTZL) Belon (BLNG) CHZPSN (PRFN) Urban Innovative Technologies (GRNT) Magnitogorsk Iron and Steel Works (MAGN) VTB Bank (VTBR) Bashneft (BANE) Aeroflot (AFLT) Cyan ADR (CIAN) RUSAL (RUAL) Obuv Rossii (ORUP) Sber Bank (SBER) Ina at anak (MDMG) Bashneft – preferred shares (BANEP) Rosseti Center and Volga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – preferred shares (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) Sber Bank – preferred shares (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy na pinangalanang S.P. Korolev (RKKE) Lenenergo (LSNG) Rosseti Center ( MRKC) FSK Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga Sales Company (KLSB) ChMK (CHMK) ZIL – preferred shares (ZILLP) RussNeft (RNFT) Rosseti Moscow region (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – preferred shares (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – preferred shares (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – preferred shares (LSNGP) Norilsk Nickel (GMKN) Moscow Exchange (MOEX) Uni (UPRO) IDGC ng Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Second Generating Company ng Wholesale Electricity Market (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – preferred shares (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR ) Mechel – Preferred shares (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – preferred shares (KRKNP) Severstal (CHMF) Movement kasama ang Tatneft – preferred shares (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 – preferred shares (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Movement kasama ang Sber Bank (SBER) 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) Tatneft ( TATN) X5 RetailGroup GDR (FIVE) Sber Bank – preferred shares (SBERP) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FGC Rosseti (FEES) YATEK (YAKG) Kaluga Sales Company (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) FESH (FESH) YuUNK (UNKL) Unipro (UPRO) IDGC of Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC of the South (MRKY) Movement kasama ang Tatneft (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) Movement kasama ang Sber Bank – preferred shares (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 Center (MRKC) FGC Rosseti (FEES) YATEK (YAKG) Kaluga Sales Company (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) FESH (FESH) UNKL (UNKL) Unipro ( UPRO) IDGC ng Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC ng Timog (MRKY) Movement kasama ang Novabev Group (BELU) Yakovlev (IRKT) Movement kasama ang Norilsk Nickel (GMKN) )En+ (ENPG) Ufaorgsintez – preferred shares (UFOSP) Yakovlev (IRKT) IDGC of Volga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk planta na pinangalanan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Preferred shares (RTKMP) Kazanorgsintez – preferred shares (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – ordinary shares (KZOS) United medical group (GEMC) Fix Price Group (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – preferred shares (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – preferred shares (TATNP) Slavneft (SLAV) NITEL (NTZL) Belon (BLNG) CHZPSN (PRFN) Urban Innovative Technologies (GRNT) Magnitogorsk Iron and Steel Works (MAGN) VTB Bank (VTBR) Bashneft (BANE) Aeroflot (AFLT) Cian ADR (CIAN) RUSAL (RUAL) Obuv Rossii (ORUP) Sber Bank ( SBER) Mother and Child (MDMG) Bashneft – preferred shares (BANEP) Rosseti Center and Volga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – preferred shares (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) ) Sber Bank – preferred shares (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy na pinangalanang S.P. Korolev (RKKE) Lenenergo ( LSNG ) Rosseti Center (MRKC) FGC Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga Sales Company (KLSB) ChMK (CHMK) ZIL – preferred shares (ZILLP) RussNeft ( RNFT ) Rosseti Moscow region (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – preferred shares (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – preferred shares (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – preferred shares (LSNGP) Moscow Exchange (MOEX) ( UPRO) IDGC ng Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Second Generating Company ng Wholesale Electricity Market (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – preferred shares (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR ) Mechel – Preferred shares (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – preferred shares (KRKNP) Severstal (CHMF) Movement kasama ang LUKOIL (LKOH)En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Rostelecom – Preferred shares (RTKMP) Whoosh (WUSH) KAMAZ (KMAZ) Ayusin ang Presyo Group (FIXP) HeadHunter Group PLC (HHRU) Seligdar (SELG) Tatneft – preferred shares (TATNP) ChZPSN (PRFN) Magnitogorsk Iron and Steel Works (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – preferred shares (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Sber Bank – preferred shares (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FSK Rosseti ( FEES) YAEK (YAKG) Kaluga Sales Company (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) RusHydro (HYDR) TCS Group (TCSG) Surgutneftegaz – preferred shares (SNGSP) Yandex (YNDX) FESCO ( FESH) ) NOVATEK (NVTK) YuUNK (UNKL) Unipro (UPRO) IDGC ng Siberia (MRKS) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgical Plant ( AMEZ) Rosneft (ROSN) IDGC of the South (MRKY) Saratov Oil Refinery – preferred shares (KRKNP) Movement kasama ang Transneft – preferred shares (TRNFP) Krasnogorsk Plant na pinangalanan. S.A. Zverev – preferred shares (KZIZP) Obneftegazgeologiya – preferred shares (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) Krasnogorsk plant na pinangalanan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) United medical group (GEMC) MGTS – preferred shares (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 – preferred shares (NOMPP) Unipro (UPRO) NCSP ( NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Gumagalaw gamit ang Gazprom (GAZP)Yakovlev (IRKT) United Aircraft Corporation (UNAC) Tattelecom (TTLK) SOLLERS (SVAV) SPB Exchange (SPBE) Etalon Group PLC GDR (ETLN) Rostelecom – Preferred Shares (RTKMP) Fix Price Group (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 – preferred shares (BANEP) Sovcomflot (FLOT) Mostotrest (MSTT) DEK (DVEC) Bank St. Petersburg (BSPB) Lenenergo (LSNG) Rosseti Center (MRKC) Positive Technologies (POSI) FGC Rosseti (FEES) YAEK (YAKG ) ) Kaluga Sales Company (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 – preferred shares (CNTLP) Rosneft (ROSN) Rosseti Ural ( MRKU) IDGC ng Timog (MRKY) Saratov Refinery – preferred shares (KRKNP)

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