Ech war iwwerrascht iwwer d’Fro wéi eng Aktien am meeschte klammen an 2% pro Dag falen. Virausgesat datt de Schlusspräis vum Dag soll méi héich sinn wéi den Ouverturespräis vun deemselwechten 2% oder méi. Zur selwechter Zäit ass net wichteg wat am Dag geschitt ass. Déi éischt Experimenter weisen datt d’Leader d’Aktie vum wäitsten Echelon waren. Dofir hunn ech se duerch Volatilitéit ofgeschnidden an hunn déi folgend TOP kritt, déi hei drënner gëtt. Als nächst ass d’Fro gestallt: wéi eng Aktien korreléiere mateneen am Wuesstum an am Réckgang? Ech gesammelt eng Prouf vun esou Stock, Drum Roll … fir 365 Deeg, nëmmen SBER + SBERP korreléieren eent zu eent. Iwwer 180 Deeg ginn et e bësse méi, awer meeschtens allgemeng Réckgang, déi zum allgemenge Réckgang vum Maart zougeschriwwe kënne ginn. Dofir gëtt d’Lëscht fir 90 Deeg uginn. Wéi eng Conclusiounen kënnen gezunn ginn? Wann PHOR sech ëm 2% bewegt, betruecht dann de ganze Maart fir ze beweegen)) Soss interessant Donnéeën fir den Handel ze automatiséieren an d’Beroder ergänzen. Preparéiert Scripten fir mat Iech selwer ze spillen hei . Et ass ganz einfach ze lancéieren, Dir musst Token an d’Konfiguratioun addéieren an dann npx ts-Node an dës Datei spezifizéieren.
Wéi liesen: ‘1’: { cnt: 3, Deeg: [Array], Volumen: [Array] }, ‘1’ – Bewegung am Prozentsaz cnt: 3 – Zuel vun esou Deeg cPlus: 22 – Zuel vun Deeg mat Wuesstem cMin: 23 – Zuel vun Deeg mat engem Hierscht
TOP Aktien wuessen ëm 2% oder méi pro Dag
{
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'-10': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-7': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 1, Deeg: [Array], Volumen: [Array] }
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cMin: 23,
cPlus: 22,
minVol: 1080299,
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{
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ticker: 'GRNT',
Numm: 'Urban Innovative Technologies',
stat: {
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'3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 1, Deeg: [Array], Volumen: [Array] },
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'-8': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-28': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 4, Deeg: [Array], Volumen: [Array] }
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cMin: 37,
cPlus: 15,
minVol: 3652622,
Max Vol: 451442668
}
{
uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
ticker: 'MTLR',
Numm: 'Mechel',
stat: {
'1': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 15, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 2, Deeg: [Array], Volumen: [Array] }
},
cMin: 14,
cPlus: 15,
minVol: 3683364,
Max Vol: 85606616
}
{
uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
ticker: 'ORUP',
Numm: 'Schong vu Russland',
stat: {
'1': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'7': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'9': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'10': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'15': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'29': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'-18': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-7': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-10': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-9': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-12': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 8, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-19': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 29,
cPlus: 12,
minVol: 224246,
Max Vol: 15374442
}
{
uid: '127361c2-32ec-448c-b3ec-602166f537ea',
ticker: 'POLY',
Numm: 'Polymetal',
stat: {
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'2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'6': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'17': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 17, Deeg: [Array], Volumen: [Array] },
'-17': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-21': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] }
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cMin: 9,
cPlus: 10,
minVol: 145744,
Max Vol: 19412247
}
{
uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
ticker: 'SGZH',
Numm: 'Segezha',
stat: {
'1': { cnt: 10, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'11': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 13, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 15,
cPlus: 10,
minVol: 490940,
Max Vol: 23752388
}
{
uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
ticker: 'VTBR',
Numm: 'VTB Bank',
stat: {
'1': { cnt: 13, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 23, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 7,
cPlus: 6,
minVol: 2986414,
Max Vol: 18656181
}
TOP Aktien falen 2% oder méi pro Dag
{
uid: '5a3a39f4-3bd5-47a2-8719-ce3e203fd10d',
ticker: 'GRNT',
Numm: 'Urban Innovative Technologies',
stat: {
'1': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'6': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'11': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'14': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'15': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'22': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'24': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'34': { cnt: 1, Deeg: [Array], Bänn: [Array] },
'-45': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-48': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-12': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-20': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-42': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-13': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-11': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-9': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-7': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-22': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-15': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-10': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-28': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 4, Deeg: [Array], Volumen: [Array] }
},
cMin: 37,
cPlus: 15,
minVol: 3652622,
Max Vol: 451442668
}
{
uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
ticker: 'ORUP',
Numm: 'Schong vu Russland',
stat: {
'1': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'7': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'9': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'10': { cnt: 1, Deeg: [Array], Volumen: [Array] },
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'-10': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-9': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-12': { cnt: 1, Deeg: [Array], Volumen: [Array] },
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'-8': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-19': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 29,
cPlus: 12,
minVol: 224246,
Max Vol: 15374442
}
{
uid: 'a8dc188b-cae8-40c0-99e8-f561f4339751',
ticker: 'UWGN',
Numm: 'HVAC',
stat: {
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'2': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 5, Deeg: [Array], Volumen: [Array] },
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'-58': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-34': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'-12': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-42': { cnt: 1, Deeg: [Array], Volumen: [Array] },
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'-5': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-10': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-7': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 23,
cPlus: 22,
minVol: 1080299,
Max Vol: 148541205
}
{
uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
ticker: 'SGZH',
Numm: 'Segezha',
stat: {
'1': { cnt: 10, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'11': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 13, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 15,
cPlus: 10,
minVol: 490940,
Max Vol: 23752388
}
{
uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
ticker: 'MTLR',
Numm: 'Mechel',
stat: {
'1': { cnt: 7, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 6, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 15, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-6': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 2, Deeg: [Array], Volumen: [Array] }
},
cMin: 14,
cPlus: 15,
minVol: 3683364,
Max Vol: 85606616
}
{
uid: '127361c2-32ec-448c-b3ec-602166f537ea',
ticker: 'POLY',
Numm: 'Polymetal',
stat: {
'1': { cnt: 8, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'6': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'17': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 17, Deeg: [Array], Volumen: [Array] },
'-17': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-21': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-8': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-3': { cnt: 4, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 9,
cPlus: 10,
minVol: 145744,
Max Vol: 19412247
}
{
uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
ticker: 'VTBR',
Numm: 'VTB Bank',
stat: {
'1': { cnt: 13, Deeg: [Array], Volumen: [Array] },
'2': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'3': { cnt: 3, Deeg: [Array], Volumen: [Array] },
'4': { cnt: 2, Deeg: [Array], Volumen: [Array] },
'-1': { cnt: 23, Deeg: [Array], Volumen: [Array] },
'-2': { cnt: 5, Deeg: [Array], Volumen: [Array] },
'-5': { cnt: 1, Deeg: [Array], Volumen: [Array] },
'-4': { cnt: 1, Deeg: [Array], Volumen: [Array] }
},
cMin: 7,
cPlus: 6,
minVol: 2986414,
Max Vol: 18656181
}
Korrelatioun vun 90 Deeg Wuesstem vun 2% oder méi pro Dag
Beweegung zesumme mam Detsky Mir (DSKY) DEK (DVEC) Red Oktober (KROT) Bewegung zesumme mat Kazanorgsintez – Gewéinlech Aktien (KZOS) TNS Energo Voronezh (VRSB) Beweegung zesumme mat Samolet Group of Companies (SMLT) Mechel – Preferred shares (MTRLRP) Bewegung zesumme mat Saratov Raffinerie – Preferenzaktien (KRKNP) United Aircraft Corporation (UNAC) Bewegung zesumme mat Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Bewegung zesumme mat Sber Bank (SBER) Sber Bank – Preferenzaktien (SBERP) Beweegung zesumme mat MTS (MTSS) Mamm a Kand (MDMG) Novoship – JSC (NOMP) Beweegung zesumme mat LUKOIL (LKOH) SOLLERS (SVAV) Mamm a Kand (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO ) NMTP (NMTP) Plënneren zesummen mat RUSAL (RUAL) En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – Preferenzaktien (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Bewegung zesumme mat PhosAgro (PHOR) Krasnogorsk Planz genannt no. S.A. Zvereva – Preferenzaktien (KZIZP) IDGC of Volga (MRKV) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) EL5-Energo (ELFV) Belon (BLNG) ChZPSN (PRFN) NKHP (NKHP) GTM (GTRK) M.video ( MVID) Permenergosbyt – Preferenzaktien (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti Center (MRKC) FSK Rosseti (FEES) Kaluga Sales Company (KLSB) Rosseti North-West (MRKZ) Surgutneftegaz – bevorzugt Aktien (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC of Siberia (MRKS) Rusolovo (ROLO) Polyus (PLZL) Second Generating Company of the 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 together with Norilsk Nickel (GMKN) Yakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – Preferenzaktien (MGTSP) ALROSA (ALRS) Mechel (MTLR) Gazprom (GAZP) Rostelecom (RTKM) Inter RAO UES (IRAO) Novabev Group (BELU) FESCO (FESH) Second Generating Company of the 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 together with Rosseti Center and Wolga Region (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Movement together with Lenenergo – Preference shares (LSNGP) Kaluga Sales Company (KLSB)
Korrelatioun vun engem 90-Deeg Réckgang vun 2% oder méi pro Dag
Bewegung zesumme mam FSK Rosseti (FEES) IDGC vu Sibirien (MRKS) Bewegung zesumme mam Rosseti Center a Wolga Regioun (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Bewegung zesumme mat Lenta (LENT) SOLLERS (SVAV) Kaluga Verkafsfirma (KLSB) Bewegung zesumme mat Samolet Group (SMLT) Yakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Red Oktober (KROT) Bewegung zesumme mat Sovcomflot (FLOT) Globaltrans Investment PLC (GLTR) Bewegung zesumme mat Rosseti Moskau Regioun ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Bewegung zesumme mat VTB Bank (VTBR) SOLLERS (SVAV) Bewegung zesumme mat MTS (MTSS) NCSP (NMTP) Bewegung zesumme mat Bashneft – Preferenzaktien (BANEP) Rosseti Nord-West ( MRKZ) FESH (FESH) IDGC vum Süden (MRKY) Plënneren zesumme mat RUSAL (RUAL) YATEK (YAKG) Rosseti Nord-West (MRKZ) Ashinsky Metallurgical Plant (AMEZ) Plënneren zesumme mat Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) Krasnogorsk Planz benannt no. 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) YATEK (YAKG) Rosseti Moskau Regioun (MSRS) Rosseti North-West (MRKZ) Novoship – Preferenzaktien (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratov Raffinerie – Preferenzaktien ( KRKNP ) Bewegung zesumme mat Lenenergo – Preferenzaktien (LSNGP) Ufaorgsintez – Preferenzaktien (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti Nord-West (MRKZ) Unipro (UPRO) NMTP (NMTP) Bewegung zesumme mat 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 together with Rosneft (ROSN) Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Bank St. Petersburg (BSPB) Rosseti North-West (MRKZ) FESCO (FESH) Unipro (UPRO) Beweegung zesumme mat 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) Bewegung zesumme mat PhosAgro (PHOR)En+ (ENPG) Ufaorgsintez – Preferenzaktien (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 Planz benannt no. 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) Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – Preferred Shares (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – Preference 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) Mamm a Kand (MDMG) Bashneft – Preferenzaktien (BANEP) Rosseti Center a Wolga Regioun (MRKP) Sovcomflot (FLOT) Permenergosbyt – Preferenzaktien (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) Sber Bank – Preferenzaktien (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy benannt no 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 – Preferenzaktien (ZILLP) RussNeft (RNFT) Rosseti Moskau Regioun (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – Preferenzaktien (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – Preferenzaktien (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – Preferenzaktien (LSNGP) Norilsk Nickel (GMKN) Moskau Exchange (MOEX) (UPRO) IDGC of Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Second Generating Company of the 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 together with Tatneft – Preference 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 – Preferenzaktien (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Bewegung zesumme mat Sber Bank (SBER) United Yakovlev (IRKT) 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 DDR (FIVE) Sber Bank – Preferenzaktien (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 together with 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) Bewegung zesumme mat Sber Bank – Preferenzaktien (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 vu Sibirien (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC vum Süden (MRKY) Bewegung zesumme mat Novabev Group (BELU) Yakovlev (IRKT) Bewegung zesumme mam Norilsk Nickel (GMKN) )En+ (ENPG) Ufaorgsintez – Preferenzaktien (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 Planz benannt no. 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) Group (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – Preferred Shares (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – Preference 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) Mamm a Kand (MDMG) Bashneft – Preferenzaktien (BANEP) Rosseti Center a Wolga Regioun (MRKP) Sovcomflot (FLOT) Permenergosbyt – Preferenzaktien (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) ) Sber Bank – Preferenzaktien (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy benannt no 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 – Preferenzaktien (ZILLP) RussNeft ( RNFT ) Rosseti Moskau Regioun (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – Preferenzaktien (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – Preferenzaktien (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – Preferenzaktien (LSNGP) Moskau Exchange (MOEX) ( UPRO) IDGC of Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Second Generating Company of the 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 together with 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) Fixpräis Group (FIXP) HeadHunter Group PLC (HHRU) Seligdar (SELG) Tatneft – Preferenzaktien (TATNP) ChZPSN (PRFN) Magnitogorsk Iron and Steel Works (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – Preferenzaktien (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Sber Bank – Preferenzaktien (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FSK Rosseti ( FEES) YATEK (YAKG) Kaluga Sales Company (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) RusHydro (HYDR) TCS Group (TCSG) Surgutneftegaz – Preferenzaktien (SNGSP) Yandex (YNDX) FESCO ( FESH) ) NOVATEK (NVTK) YuUNK (UNKL) Unipro (UPRO) IDGC of 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 vum Süden (MRKY) Saratov Oil Raffinerie – Preferenz deelt (KRKNP) Beweegung zesumme mat Transneft – Preferenz deelt (TRNFP) Krasnogorsk Plant benannt no. S.A. Zverev – Preferenz deelt (KZIZP) Obneftegazgeologiya – Preferenz deelt (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) Krasnogorsk Planz genannt no. 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 – Preferenzaktien (NOMPP) Unipro (UPRO) NCSP ( NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Moving with 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 – Preferenzaktien (BANEP) Sovcomflot (FLOT) Mostotrest (MSTT) DEK (DVEC) Bank St. Petersburg (BSPB) Lenenergo (LSNG) Rosseti Center (MRKC) Positive Technologies (POSI) FGC Rosseti (FEES) 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 of Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – Preference shares (CNTLP) Rosneft (ROSN) Rosseti Ural (MRKU) IDGC of the South (MRKY) Saratov Raffinerie – Preferenzaktien (KRKNP)
