Statistieke van groei, afname en korrelasie van aandele vir 90 dae

Ek was verbaas oor die vraag watter aandele die meeste styg en 2% per dag daal. Met dien verstande dat die sluitingsprys van die dag met dieselfde 2% of meer hoër as die openingsprys moet wees. Terselfdertyd is dit nie belangrik wat gedurende die dag gebeur het nie. Die eerste eksperimente het getoon dat die leiers die aandele van die verste ekelon was. Daarom het ek hulle afgekap deur wisselvalligheid en het die volgende TOP gekry, wat hieronder gegee word. Vervolgens het die vraag ontstaan: watter aandele korreleer met mekaar in groei en afname? Ek het ‘n monster van sulke voorraad versamel, tromrol … vir 365 dae, korreleer slegs SBER + SBERP een tot een. Oor 180 dae is daar ‘n bietjie meer, maar meestal algemene dalings, wat toegeskryf kan word aan die algemene daling van die mark. Daarom word die lys vir 90 dae gegee. Watter gevolgtrekkings kan gemaak word? As PHOR met 2% beweeg, beskou dan die hele mark as beweeg)) Andersins, interessante data vir die outomatisering van handel en aanvulling van adviseurs. Voorbereide skrifte om hier met jouself rond te speel . Dit is baie maklik om te begin, jy moet token by die config voeg en dan npx ts-node en hierdie lêer spesifiseer.  

Hoe om te lees: ‘1’: { cnt: 3, days: [Array], volumes: [Array] }, ‘1’ – beweging in persentasie cnt: 3 – aantal sulke dae cPlus: 22 – aantal dae met groei cMin: 23 — aantal dae met ‘n val

TOP-aandele groei met 2% of meer per dag

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

TOP-aandele val 2% of meer per dag

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

   

Korrelasie van 90 dae groei van 2% of meer per dag

Beweging saam met Detsky Mir (DSKY) DEK (DVEC) Rooi Oktober (KROT) Beweging saam met Kazanorgsintez – gewone aandele (KZOS) TNS Energo Voronezh (VRSB) Beweging saam met Samolet Group of Companies (SMLT) Mechel – Voorkeuraandele (MTLRP) Beweging saam met Saratov Refinery – voorkeuraandele (KRKNP) United Aircraft Corporation (UNAC) Beweging saam met Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Beweging saam met Sber Bank (SBER) Sber Bank – voorkeuraandele (SBERP) Beweging saam met MTS (MTSS) Moeder en Kind (MDMG) Novoship – JSC (NOMP) Beweging saam met LUKOIL (LKOH) SOLLERS (SVAV) Moeder en Kind (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO ) NMTP (NMTP) Beweeg saam met RUSAL (RUAL) En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – voorkeuraandele (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Beweging saam met PhosAgro (PHOR) Krasnogorsk plant na vernoem. S.A. Zvereva – voorkeuraandele (KZIZP) IDGC van Volga (MRKV) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) EL5-Energo (ELFV) Belon (BLNG) ChZPSN (PRFN) NKHP (NKHP) GTM (GTRK) M.video ( MVID) Permenergosbyt – voorkeuraandele (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti Centre (MRKC) FSK Rosseti (FEES) Kaluga Verkoopsmaatskappy (KLSB) Rosseti Noordwes (MRKZ) Surgutneftegaz – verkieslik aandele (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC van Siberië (MRKS) Rusolovo (ROLO) Polyus (PLZL) Tweede Genererende Maatskappy van die Groothandel Elektrisiteitsmark (OGKB) Ashinsky Metallurgiese Plant (AMEZ) TGC -2 – voorkeuraandele (TGKBP) Rosneft (ROSN) EuroTrans (EUTR) Mechel – Voorkeuraandele (MTLRP) Pipe Metallurgical Company (TRMK) Softline (SOFL) Rosseti Ural (MRKU) IDGC van die Suid (MRKY) Beweging saam met Norilsk Nickel (GMKN) Yakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – voorkeuraandele (MGTSP) ALROSA (ALRS) Mechel (MTLR) Gazprom (GAZP) Rostelecom (RTKM) Inter RAO UES (IRAO) Novabev Group (BELU) FESCO (FESH) Tweede Genererende Maatskappy van die Groothandel Elektrisiteitsmark (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) MKB (CBOM) EuroTrans (EUTR) Mechel – Voorkeuraandele (MTLRP) Pipe Metallurgical Company ( TRMK) Saratov Oil Refinery – voorkeuraandele (KRKNP) Beweging saam met Rosseti Sentrum en Volga-streek (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Beweging saam met Lenenergo – voorkeuraandeel (LSNGP) Kaluga Verkoopsmaatskappy (KLSB)  

Korrelasie van ‘n 90-dae daling van 2% of meer per dag

Beweging saam met FSK Rosseti (FEES) IDGC van Siberië (MRKS) Beweging saam met Rosseti Sentrum en Wolga-streek (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Beweging saam met Lenta (LENT) SOLLERS (SVAV) Kaluga Verkoopsmaatskappy (KLSB) Beweging saam met Samolet Group (SMLT) Yakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Red October (KROT) Beweging saam met Sovcomflot (FLOT) Globaltrans Investment PLC (GLTR) Beweging saam met Rosseti Moskou streek ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Beweging saam met VTB Bank (VTBR) SOLLERS (SVAV) Beweging saam met MTS (MTSS) NCSP (NMTP) Beweging saam met Bashneft – voorkeuraandele (BANEP) Rosseti Noordwes ( MRKZ) FESH (FESH) IDGC van die Suide (MRKY) Beweeg saam met RUSAL (RUAL) YATEK (YAKG) Rosseti Noordwes (MRKZ) Ashinsky Metallurgiese Plant (AMEZ) Beweeg saam met Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) Krasnogorsk plant vernoem na. S.A. Zvereva – JSC (KZIZ) Fix Price Group (FIXP) MGTS – voorkeuraandele (MGTSP) Slavneft (SLAV) ChZPSN (PRFN) Aeroflot (AFLT) RUSAL (RUAL) Obuv Rossii (ORUP) TGK-14 (TGKN) Lenenergo (LSNG) YATEK (YAKG) Rosseti Moscow Region (MSRS) Rosseti North-West (MRKZ) Novoship – voorkeuraandele (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratov Refinery – voorkeuraandele ( KRKNP ) Beweging saam met Lenenergo – voorkeuraandele (LSNGP) Ufaorgsintez – voorkeuraandele (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti Noordwes (MRKZ) Unipro (UPRO) NMTP (NMTP) Beweging saam met 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 Verkoopsmaatskappy (KLSB) Rosseti Noordwes (MRKZ) QIWI (QIWI) FESCO (FESH) Unipro (UPRO) IDGC van Siberië (MRKS) Globaltrans Investment PLC (GLTR) Ashinsky Metallurgiese Plant (AMEZ) ) IDGC of the South (MRKY) Beweging saam met Rosneft (ROSN) Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Bank St. Petersburg (BSPB) Rosseti Noordwes (MRKZ) FESCO (FESH) Unipro (UPRO ) Beweging saam met Rostelecom – Voorkeuraandele (RTKMP) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) Kaluga Sales Company (KLSB) RussNeft (RNFT) FESCO (FESH) NCSP ( NMTP) Surgutneftegaz (SNGS) Beweging saam met PhosAgro (PHOR)En+ (ENPG) Ufaorgsintez – voorkeuraandele (UFOSP) Yakovlev (IRKT) IDGC van Volga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk plant vernoem na. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Voorkeuraandele (RTKMP) Kazanorgsintez – voorkeuraandele (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – gewone aandele (KZOS) United medical group (GEMC) Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – voorkeuraandele (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – voorkeuraandele (TATNP) Slavneft (SLAV) NITEL (NTZL) Belon (BLNG) CHZPSN (PRFN) Urban Innovative Technologies (GRNT) Magnitogorsk Yster- en Staalwerke (MAGN) VTB Bank (VTBR) Bashneft (BANE) Aeroflot (AFLT) Siaan ADR (CIAN) RUSAL (RUAL) Obuv Rossii (ORUP) Sber Bank (SBER) Moeder en kind (MDMG) Bashneft – voorkeuraandele (BANEP) Rosseti-sentrum en Wolga-streek (MRKP) Sovcomflot (FLOT) Permenergosbyt – voorkeuraandele (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (VYF) Mechel (MTLR) DEK (DVEC) Sber Bank – voorkeuraandele (SBERP) Rostelecom (RTKM) Bank St Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energie vernoem na S.P. Korolev (RKKE) Lenenergo (LSNG) Rosseti Centre ( MRKC) FSK Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga Sales Company (KLSB) ChMK (CHMK) ZIL – voorkeuraandele (ZILLP) RussNeft (RNFT) Rosseti Moskou-streek (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – voorkeuraandele (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – voorkeuraandele (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – voorkeuraandele (LSNGP) Norilsk Nickel (GMKN) Moskou-beurs (MOEX) (UPRO) IDGC van Siberië (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Tweede Genererende Maatskappy van die Groothandel Elektrisiteitsmark (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – voorkeuraandele (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR) ) Mechel – Voorkeuraandele (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – voorkeuraandele (KRKNP) Severstal (CHMF) Beweging saam met Tatneft – voorkeuraandele (TATNP)Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Tatneft (TATN) X5 RetailGroup GDR (VYF) Rostelecom (RTKM) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti Noordwes (MRKZ) RusHydro ( HYDR) Surgutneftegaz – voorkeuraandele (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Beweging saam met Sber Bank (SBER) United Yakovlev (IRKT) vliegtuigkorporasie (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 DDR (VYF) Sber Bank – voorkeuraandele (SBERP) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Centre (MRKC) FGC Rosseti (FOOIE) YATEK (YAKG) Kaluga Verkoopsmaatskappy (KLSB) RussNeft (RNFT) Rosseti Noordwes (MRKZ) QIWI (QIWI) FESH (FESH) YuUNK (UNKL) Unipro (UPRO) IDGC van Siberië (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC of the South (MRKY) Movement saam met Tatneft (TATN) Etalon Group PLC GDR (ETLN) X5 RetailGroup DDR (FIVE) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) ) FESCO (FESH) ) Unipro (UPRO) NCSP (NMTP) Beweging saam met Sber Bank – voorkeuraandele (SBERP) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC DDR (ETLN) Whoosh (WUSH) KAMAZ (KMAZ) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Sber Bank (SBER) Tatneft (TATN) X5 RetailGroup GDR (VYF) Bank St. Petersburg (BSPB) TGK-14 (TGKN) ) Lenenergo (LSNG) Rosseti Sentrum (MRKC) FGC Rosseti (FOOIE) YATEK (YAKG) Kaluga Verkoopsmaatskappy (KLSB) RussNeft (RNFT) Rosseti Noordwes (MRKZ) QIWI (QIWI) FESH (FESH) UNKL (UNKL) Unipro ( UPRO) IDGC van Siberië (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgiese Plant (AMEZ) IDGC van die Suide (MRKY) Beweging saam met Novabev Group (BELU) Yakovlev (IRKT) Beweging saam met Norilsk Nickel (GMKN) )En+ (ENPG) Ufaorgsintez – voorkeuraandele (UFOSP) Yakovlev (IRKT) IDGC van Volga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk plant vernoem na. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Voorkeuraandele (RTKMP) Kazanorgsintez – voorkeuraandele (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – gewone aandele (KZOS) United medical group (GEMC) Group (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – voorkeuraandele (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – voorkeuraandele (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) Moeder en Kind (MDMG) Bashneft – voorkeuraandele (BANEP) Rosseti-sentrum en Wolga-streek (MRKP) Sovcomflot (FLOT) Permenergosbyt – voorkeuraandele (PMSBP) Tatneft (TATN) X5 RetailGroup DDR (VYF) Mechel (MTLR) DEK (DVEC) ) Sber Bank – voorkeuraandele (SBERP) Rostelecom (RTKM) Bank St Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energie vernoem na S.P. Korolev (RKKE) Lenenergo ( LSNG ) Rosseti Centre (MRKC) FGC Rosseti (FEES) Krasny Oktyabr (KROT) Permenergosbyt (PMSB) YATEK (YAKG) TGK-2 (TGKB) Kaluga Sales Company (KLSB) ChMK (CHMK) ZIL – voorkeuraandele (ZILLP) RussNeft ( RNFT ) Rosseti Moskou-streek (MSRS) Rosseti Noordwes (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – voorkeuraandele (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – voorkeuraandele (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – voorkeuraandele (LSNGP) Moskou-beurs (MOEX) ( UPRO) IDGC van Siberië (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Tweede Genererende Maatskappy van die Groothandel Elektrisiteitsmark (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – voorkeuraandele (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR) ) Mechel – Voorkeuraandele (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – voorkeuraandele (KRKNP) Severstal (CHMF) Beweging saam met LUKOIL (LKOH)En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Rostelecom – Voorkeuraandele (RTKMP) Whoosh (WUSH) KAMAZ (KMAZ) Vasgestelde prys Group (FIXP) HeadHunter Group PLC (HHRU) Seligdar (SELG) Tatneft – voorkeuraandele (TATNP) ChZPSN (PRFN) Magnitogorsk Iron and Steel Works (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – voorkeuraandele (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup DDR (VYF) Sber Bank – voorkeuraandele (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Centre (MRKC) FSK Rosseti ( FOOIE) YATEK (YAKG) Kaluga Verkoopsmaatskappy (KLSB) RussNeft (RNFT) Rosseti Noordwes (MRKZ) QIWI (QIWI) RusHydro (HYDR) TCS Group (TCSG) Surgutneftegaz – voorkeuraandele (SNGSP) Yandex (YNDX) FESCO ( FESH) ) NOVATEK (NVTK) YuUNK (UNKL) Unipro (UPRO) IDGC van Siberië (MRKS) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) Globaltrans Investment PLC (GLTR) NMTP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgiese Plant (AMEZ) Rosneft (ROSN) IDGC van die Suide (MRKY) Saratov Oil Refinery – voorkeuraandele (KRKNP) Beweging saam met Transneft – voorkeuraandele (TRNFP) Krasnogorsk Plant na vernoem. S.A. Zverev – voorkeuraandele (KZIZP) Obneftegazgeologiya – voorkeuraandele (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) Krasnogorsk-aanleg na vernoem. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Verenigde mediese groep (GEMC) MGTS – voorkeuraandele (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 Noordwes (MRKZ) FESCO (FESH) INARCTIKA (AQUA) Novoship – voorkeuraandele (NOMPP) Unipro (UPRO) NCSP ( NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Beweeg saam met Gazprom (GAZP)Yakovlev (IRKT) United Aircraft Corporation (UNAC) Tattelecom (TTLK) SOLLERS (SVAV) SPB Exchange (SPBE) Etalon Group PLC GDR (ETLN) Rostelecom – Voorkeuraandele (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 – voorkeuraandele (BANEP) Sovcomflot (FLOT) Mostotrest (MSTT) DEK (DVEC) Bank St. Petersburg (BSPB) Lenenergo (LSNG) Rosseti Sentrum (MRKC) Positiewe tegnologieë (POSI) FGC Rosseti (FOOIE) YATEK (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 van Siberië (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgiese Plant (AMEZ) AbrauDurso (ABRD) Sentrale Telegraaf – voorkeuraandele (CNTLP) Rosneft (ROSN) Rosseti Ural (MRKU) IDGC of the South (MRKY) Saratov Raffinadery – voorkeuraandele (KRKNP)

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