Kuring ieu puzzled ku sual nu saham naek paling sarta ragrag 2% per poé. Disadiakeun yén harga nutup poé kudu leuwih luhur ti harga bubuka ku 2% sarua atawa leuwih. Dina waktu nu sarua, naon anu lumangsung salila poé teu penting. Percobaan munggaran némbongkeun yén pamingpin éta biasa tina eselon farthest. Ku alatan éta, kuring motong aranjeunna handap ku volatility sarta meunang handap TOP, nu dirumuskeun handap. Salajengna, patarosan timbul: saham mana anu saling pakait dina kamekaran sareng turunna? Kuring ngumpulkeun sampel saham sapertos, drum roll … salila 365 poé, ngan SBER + SBERP correlate hiji ka hiji. Leuwih 180 poé aya saeutik leuwih, tapi lolobana declines umum, nu bisa attributed ka turunna umum pasar. Ku alatan éta, daptar dirumuskeun pikeun 90 poé. Naon kacindekan anu tiasa ditarik? Mun PHOR ngalir ku 2%, lajeng mertimbangkeun sakabéh pasar jadi pindah)) Upami teu kitu, data metot pikeun automating dagang na supplementing Advisors. Disiapkeun naskah maén sabudeureun kalawan diri dieu . Gampang pisan pikeun diluncurkeun, anjeun kedah nambihan token kana config teras npx ts-node sareng netepkeun file ieu.
Kumaha maca: ‘1’: {cnt: 3, poé: [Array], jilid: [Array] }, ‘1’ – gerakan dina persentase cnt: 3 – Jumlah poé sapertos cPlus: 22 – Jumlah poé kalayan tumuwuhna cMin: 23 – jumlah poé kalayan ragrag
saham TOP tumuwuh ku 2% atawa leuwih per poé
{
uid: 'a8dc188b-cae8-40c0-99e8-f561f4339751',
ticker: 'UWGN',
ngaran: 'HVAC',
stat: {
'1': {cnt: 3, poé: [Array], jilid: [Array] },
'2': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 5, poé: [Array], jilid: [Array] },
'5': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 2, poé: [Array], jilid: [Array] },
'7': {cnt: 5, poé: [Array], jilid: [Array] },
'9': {cnt: 2, poé: [Array], jilid: [Array] },
'10': {cnt: 1, poé: [Array], jilid: [Array] },
'16': {cnt: 1, poé: [Array], jilid: [Array] },
'-2': {cnt: 2, poé: [Array], jilid: [Array] },
'-16': {cnt: 1, poé: [Array], jilid: [Array] },
'-58': {cnt: 1, poé: [Array], jilid: [Array] },
'-34': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 4, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 7, poé: [Array], jilid: [Array] },
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-42': {cnt: 1, poé: [Array], jilid: [Array] },
'-13': {cnt: 1, poé: [Array], jilid: [Array] },
'-5': {cnt: 3, poé: [Array], jilid: [Array] },
'-10': {cnt: 2, poé: [Array], jilid: [Array] },
'-7': {cnt: 1, poé: [Array], jilid: [Array] },
'-8': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 23,
cPlus: 22,
Vol mnt: 1080299,
maxVol: 148541205
}
{
uid: '5a3a39f4-3bd5-47a2-8719-ce3e203fd10d',
ticker: 'GRNT',
ngaran: 'Urban Innovative Technologies',
stat: {
'1': {cnt: 5, poé: [Array], jilid: [Array] },
'2': {cnt: 1, poé: [Array], jilid: [Array] },
'3': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 1, poé: [Array], jilid: [Array] },
'5': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 1, poé: [Array], jilid: [Array] },
'11': {cnt: 1, poé: [Array], jilid: [Array] },
'14': {cnt: 1, poé: [Array], jilid: [Array] },
'15': {cnt: 1, poé: [Array], jilid: [Array] },
'22': {cnt: 1, poé: [Array], jilid: [Array] },
'24': {cnt: 1, poé: [Array], jilid: [Array] },
'34': {cnt: 1, poé: [Array], jilid: [Array] },
'-45': {cnt: 1, poé: [Array], jilid: [Array] },
'-48': {cnt: 1, poé: [Array], volume: [Array]},
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-20': {cnt: 2, poé: [Array], jilid: [Array] },
'-42': {cnt: 1, poé: [Array], jilid: [Array] },
'-13': {cnt: 3, poé: [Array], jilid: [Array] },
'-11': {cnt: 2, poé: [Array], jilid: [Array] },
'-9': {cnt: 3, poé: [Array], jilid: [Array] },
'-7': {cnt: 2, poé: [Array], jilid: [Array] },
'-22': {cnt: 1, poé: [Array], jilid: [Array] },
'-15': {cnt: 1, poé: [Array], jilid: [Array] },
'-10': {cnt: 2, poé: [Array], jilid: [Array] },
'-8': {cnt: 2, poé: [Array], jilid: [Array] },
'-6': {cnt: 2, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 3, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 4, poé: [Array], jilid: [Array] },
'-28': {cnt: 1, poé: [Array], jilid: [Array]},
'-2': {cnt: 4, poé: [Array], jilid: [Array] }
},
cMin: 37,
cPlus: 15,
mntVol: 3652622,
maxVol: 451442668
}
{
uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
ticker: 'MTLR',
ngaran: 'Mechel',
stat: {
'1': {cnt: 7, poé: [Array], jilid: [Array] },
'2': {cnt: 3, poé: [Array], jilid: [Array] },
'3': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 5, poé: [Array], jilid: [Array] },
'5': {cnt: 3, poé: [Array], jilid: [Array] },
'-2': {cnt: 6, poé: [Array], jilid: [Array] },
'-1': {cnt: 15, poé: [Array], jilid: [Array] },
'-4': {cnt: 4, poé: [Array], jilid: [Array] },
'-6': {cnt: 2, poé: [Array], jilid: [Array] },
'-3': {cnt: 2, poé: [Array], jilid: [Array] }
},
cMin: 14,
cPlus: 15,
mntVol: 3683364,
maxVol: 85606616
}
{
uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
ticker: 'ORUP',
ngaran: 'Sapatu Rusia',
stat: {
'1': {cnt: 7, poé: [Array], jilid: [Array] },
'2': {cnt: 3, poé: [Array], jilid: [Array] },
'3': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 2, poé: [Array], jilid: [Array] },
'7': {cnt: 1, poé: [Array], jilid: [Array] },
'9': {cnt: 1, poé: [Array], jilid: [Array] },
'10': {cnt: 1, poé: [Array], jilid: [Array] },
'15': {cnt: 1, poé: [Array], jilid: [Array] },
'29': {cnt: 1, poé: [Array], jilid: [Array] },
'-3': {cnt: 7, poé: [Array], jilid: [Array] },
'-18': {cnt: 1, poé: [Array], jilid: [Array] },
'-7': {cnt: 2, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-10': {cnt: 1, poé: [Array], jilid: [Array] },
'-9': {cnt: 3, poé: [Array], jilid: [Array] },
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-2': {cnt: 8, poé: [Array], jilid: [Array] },
'-8': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 5, poé: [Array], jilid: [Array] },
'-19': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 29,
cPlus: 12,
mntVol: 224246,
maxVol: 15374442
}
{
uid: '127361c2-32ec-448c-b3ec-602166f537ea',
ticker: 'POLY',
ngaran: 'Polymetal',
stat: {
'1': {cnt: 8, poé: [Array], jilid: [Array] },
'2': {cnt: 5, poé: [Array], jilid: [Array] },
'3': {cnt: 1, poé: [Array], jilid: [Array] },
'4': {cnt: 1, poé: [Array], jilid: [Array] },
'5': {cnt: 1, poé: [Array], jilid: [Array] },
'6': {cnt: 1, poé: [Array], jilid: [Array] },
'17': {cnt: 1, poé: [Array], jilid: [Array] },
'-1': {cnt: 17, poé: [Array], jilid: [Array] },
'-17': {cnt: 1, poé: [Array], jilid: [Array] },
'-21': {cnt: 1, poé: [Array], jilid: [Array] },
'-8': {cnt: 1, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-2': {cnt: 1, poé: [Array], jilid: [Array]},
'-5': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 9,
cPlus: 10,
mntVol: 145744,
maxVol: 19412247
}
{
uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
ticker: 'SGZH',
ngaran: 'Segezha',
stat: {
'1': {cnt: 10, poé: [Array], jilid: [Array] },
'2': {cnt: 6, poé: [Array], jilid: [Array] },
'3': {cnt: 2, poé: [Array], jilid: [Array] },
'5': {cnt: 1, poé: [Array], jilid: [Array] },
'11': {cnt: 1, poé: [Array], jilid: [Array] },
'-1': {cnt: 13, poé: [Array], jilid: [Array] },
'-6': {cnt: 1, poé: [Array], jilid: [Array] },
'-5': {cnt: 2, poé: [Array], jilid: [Array] },
'-3': {cnt: 6, poé: [Array], jilid: [Array] },
'-2': {cnt: 5, poé: [Array], jilid: [Array] },
'-4': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 15,
cPlus: 10,
mntVol: 490940,
maxVol: 23752388
}
{
uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
ticker: 'VTBR',
ngaran: 'VTB Bank',
stat: {
'1': {cnt: 13, poé: [Array], jilid: [Array] },
'2': {cnt: 1, poé: [Array], jilid: [Array] },
'3': {cnt: 3, poé: [Array], jilid: [Array] },
'4': {cnt: 2, poé: [Array], jilid: [Array] },
'-1': {cnt: 23, poé: [Array], jilid: [Array] },
'-2': {cnt: 5, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 7,
cplus: 6,
mntJilid: 2986414,
maxVol: 18656181
}
saham TOP ragrag 2% atawa leuwih per poé
{
uid: '5a3a39f4-3bd5-47a2-8719-ce3e203fd10d',
ticker: 'GRNT',
ngaran: 'Urban Innovative Technologies',
stat: {
'1': {cnt: 5, poé: [Array], jilid: [Array] },
'2': {cnt: 1, poé: [Array], jilid: [Array] },
'3': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 1, poé: [Array], jilid: [Array] },
'5': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 1, poé: [Array], jilid: [Array] },
'11': {cnt: 1, poé: [Array], jilid: [Array] },
'14': {cnt: 1, poé: [Array], jilid: [Array] },
'15': {cnt: 1, poé: [Array], jilid: [Array] },
'22': {cnt: 1, poé: [Array], jilid: [Array] },
'24': {cnt: 1, poé: [Array], jilid: [Array] },
'34': {cnt: 1, poé: [Array], jilid: [Array] },
'-45': {cnt: 1, poé: [Array], jilid: [Array] },
'-48': {cnt: 1, poé: [Array], volume: [Array]},
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-20': {cnt: 2, poé: [Array], jilid: [Array] },
'-42': {cnt: 1, poé: [Array], jilid: [Array] },
'-13': {cnt: 3, poé: [Array], jilid: [Array] },
'-11': {cnt: 2, poé: [Array], jilid: [Array] },
'-9': {cnt: 3, poé: [Array], jilid: [Array] },
'-7': {cnt: 2, poé: [Array], jilid: [Array] },
'-22': {cnt: 1, poé: [Array], jilid: [Array] },
'-15': {cnt: 1, poé: [Array], jilid: [Array] },
'-10': {cnt: 2, poé: [Array], jilid: [Array] },
'-8': {cnt: 2, poé: [Array], jilid: [Array] },
'-6': {cnt: 2, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 3, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 4, poé: [Array], jilid: [Array] },
'-28': {cnt: 1, poé: [Array], jilid: [Array]},
'-2': {cnt: 4, poé: [Array], jilid: [Array] }
},
cMin: 37,
cPlus: 15,
mntVol: 3652622,
maxVol: 451442668
}
{
uid: '85d3979a-8e8c-4652-8b61-2c020613ee70',
ticker: 'ORUP',
ngaran: 'Sapatu Rusia',
stat: {
'1': {cnt: 7, poé: [Array], jilid: [Array] },
'2': {cnt: 3, poé: [Array], jilid: [Array] },
'3': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 2, poé: [Array], jilid: [Array] },
'7': {cnt: 1, poé: [Array], jilid: [Array] },
'9': {cnt: 1, poé: [Array], jilid: [Array] },
'10': {cnt: 1, poé: [Array], jilid: [Array] },
'15': {cnt: 1, poé: [Array], jilid: [Array] },
'29': {cnt: 1, poé: [Array], jilid: [Array] },
'-3': {cnt: 7, poé: [Array], jilid: [Array] },
'-18': {cnt: 1, poé: [Array], jilid: [Array] },
'-7': {cnt: 2, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-10': {cnt: 1, poé: [Array], jilid: [Array] },
'-9': {cnt: 3, poé: [Array], jilid: [Array] },
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-2': {cnt: 8, poé: [Array], jilid: [Array] },
'-8': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 5, poé: [Array], jilid: [Array] },
'-19': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 29,
cPlus: 12,
mntVol: 224246,
maxVol: 15374442
}
{
uid: 'a8dc188b-cae8-40c0-99e8-f561f4339751',
ticker: 'UWGN',
ngaran: 'HVAC',
stat: {
'1': {cnt: 3, poé: [Array], jilid: [Array] },
'2': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 5, poé: [Array], jilid: [Array] },
'5': {cnt: 2, poé: [Array], jilid: [Array] },
'6': {cnt: 2, poé: [Array], jilid: [Array] },
'7': {cnt: 5, poé: [Array], jilid: [Array] },
'9': {cnt: 2, poé: [Array], jilid: [Array] },
'10': {cnt: 1, poé: [Array], jilid: [Array] },
'16': {cnt: 1, poé: [Array], jilid: [Array] },
'-2': {cnt: 2, poé: [Array], jilid: [Array] },
'-16': {cnt: 1, poé: [Array], jilid: [Array] },
'-58': {cnt: 1, poé: [Array], jilid: [Array] },
'-34': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 4, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-1': {cnt: 7, poé: [Array], jilid: [Array] },
'-12': {cnt: 1, poé: [Array], jilid: [Array] },
'-42': {cnt: 1, poé: [Array], jilid: [Array] },
'-13': {cnt: 1, poé: [Array], jilid: [Array] },
'-5': {cnt: 3, poé: [Array], jilid: [Array] },
'-10': {cnt: 2, poé: [Array], jilid: [Array] },
'-7': {cnt: 1, poé: [Array], jilid: [Array] },
'-8': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 23,
cPlus: 22,
Vol mnt: 1080299,
maxVol: 148541205
}
{
uid: '7bedd86b-478d-4742-a28c-29d27f8dbc7d',
ticker: 'SGZH',
ngaran: 'Segezha',
stat: {
'1': {cnt: 10, poé: [Array], jilid: [Array] },
'2': {cnt: 6, poé: [Array], jilid: [Array] },
'3': {cnt: 2, poé: [Array], jilid: [Array] },
'5': {cnt: 1, poé: [Array], jilid: [Array] },
'11': {cnt: 1, poé: [Array], jilid: [Array] },
'-1': {cnt: 13, poé: [Array], jilid: [Array] },
'-6': {cnt: 1, poé: [Array], jilid: [Array] },
'-5': {cnt: 2, poé: [Array], jilid: [Array] },
'-3': {cnt: 6, poé: [Array], jilid: [Array] },
'-2': {cnt: 5, poé: [Array], jilid: [Array] },
'-4': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 15,
cPlus: 10,
mntVol: 490940,
maxVol: 23752388
}
{
uid: 'eb4ba863-e85f-4f80-8c29-f2627938ee58',
ticker: 'MTLR',
ngaran: 'Mechel',
stat: {
'1': {cnt: 7, poé: [Array], jilid: [Array] },
'2': {cnt: 3, poé: [Array], jilid: [Array] },
'3': {cnt: 4, poé: [Array], jilid: [Array] },
'4': {cnt: 5, poé: [Array], jilid: [Array] },
'5': {cnt: 3, poé: [Array], jilid: [Array] },
'-2': {cnt: 6, poé: [Array], jilid: [Array] },
'-1': {cnt: 15, poé: [Array], jilid: [Array] },
'-4': {cnt: 4, poé: [Array], jilid: [Array] },
'-6': {cnt: 2, poé: [Array], jilid: [Array] },
'-3': {cnt: 2, poé: [Array], jilid: [Array] }
},
cMin: 14,
cPlus: 15,
mntVol: 3683364,
maxVol: 85606616
}
{
uid: '127361c2-32ec-448c-b3ec-602166f537ea',
ticker: 'POLY',
ngaran: 'Polymetal',
stat: {
'1': {cnt: 8, poé: [Array], jilid: [Array] },
'2': {cnt: 5, poé: [Array], jilid: [Array] },
'3': {cnt: 1, poé: [Array], jilid: [Array] },
'4': {cnt: 1, poé: [Array], jilid: [Array] },
'5': {cnt: 1, poé: [Array], jilid: [Array] },
'6': {cnt: 1, poé: [Array], jilid: [Array] },
'17': {cnt: 1, poé: [Array], jilid: [Array] },
'-1': {cnt: 17, poé: [Array], jilid: [Array] },
'-17': {cnt: 1, poé: [Array], jilid: [Array] },
'-21': {cnt: 1, poé: [Array], jilid: [Array] },
'-8': {cnt: 1, poé: [Array], jilid: [Array] },
'-3': {cnt: 4, poé: [Array], jilid: [Array] },
'-2': {cnt: 1, poé: [Array], jilid: [Array]},
'-5': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 9,
cPlus: 10,
mntVol: 145744,
maxVol: 19412247
}
{
uid: '8e2b0325-0292-4654-8a18-4f63ed3b0e09',
ticker: 'VTBR',
ngaran: 'VTB Bank',
stat: {
'1': {cnt: 13, poé: [Array], jilid: [Array] },
'2': {cnt: 1, poé: [Array], jilid: [Array] },
'3': {cnt: 3, poé: [Array], jilid: [Array] },
'4': {cnt: 2, poé: [Array], jilid: [Array] },
'-1': {cnt: 23, poé: [Array], jilid: [Array] },
'-2': {cnt: 5, poé: [Array], jilid: [Array] },
'-5': {cnt: 1, poé: [Array], jilid: [Array] },
'-4': {cnt: 1, poé: [Array], jilid: [Array] }
},
cMin: 7,
cplus: 6,
mntJilid: 2986414,
maxVol: 18656181
}
Korelasi pertumbuhan 90 dinten 2% atanapi langkung per dinten
Gerakan sareng Detsky Mir (DSKY) DEK (DVEC) Red October (KROT) Gerakan sareng Kazanorgsintez – saham biasa (KZOS) TNS Energo Voronezh (VRSB) Gerakan sareng Samolet Group of Companies (SMLT) Mechel – Saham Preferred (MTLRP) Gerakan sareng Saratov Refinery – saham anu dipikaresep (KRKNP) United Aircraft Corporation (UNAC) Gerakan sareng Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Gerakan sareng Sber Bank (SBER) Sber Bank – saham preferred (SBERP) Gerakan bareng jeung MTS (MTSS) Indung jeung Anak (MDMG) Novoship – JSC (NOMP) Gerakan babarengan jeung LUKOIL (LKOH) SOLLERS (SVAV) Indung jeung Anak (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO ) NMTP (NMTP) Pindah bareng jeung RUSAL (RUAL) En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – saham pikaresep (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Gerakan babarengan jeung PhosAgro (PHOR) tutuwuhan Krasnogorsk dingaranan. S.A. Zvereva – saham pikaresep (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 – saham pikaresep (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti Center (MRKC) FSK Rosseti (FEES) Kaluga Sales Company (KLSB) Rosseti North-West (MRKZ) Surgutneftegaz – pikaresep biasa (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC Siberia (MRKS) Rusolovo (ROLO) Polyus (PLZL) Kadua Generating Company tina Pasar Listrik borongan (OGKB) Ashinsky Metalurgi Plant (AMEZ) TGC -2 – saham pikaresep (TGKBP) Rosneft (ROSN) EuroTrans (EUTR) Mechel – Saham Preferensi (MTLRP) Pipe Metallurgical Company (TRMK) Softline (SOFL) Rosseti Ural (MRKU) IDGC tina Gerakan Selatan (MRKY) babarengan jeung Norilsk Nikel (GMKN) Yakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – saham pikaresep (MGTSP) ALROSA (ALRS) Mechel (MTLR) Gazprom (GAZP) Rostelecom (RTKM) Inter RAO UES (IRAO) Novabev Grup (BELU) FESCO (FESH) Kadua Generating Company tina Pasar Listrik Grosir (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) MKB (CBOM) EuroTrans (EUTR) Mechel – Saham Preferred (MTLRP) Pipe Metallurgical Company ( TRMK) Saratov Oil Refinery – saham preferred (KRKNP) Gerakan bareng jeung Rosseti Center jeung Volga Region (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Gerakan bareng jeung Lenenergo – saham preferred (LSNGP) Kaluga Sales Company (KLSB)
Korelasi turunna 90 dinten 2% atanapi langkung per dinten
Gerakan sareng FSK Rosseti (FEES) IDGC Siberia (MRKS) Gerakan sareng Pusat Rosseti sareng Wilayah Volga (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Gerakan sareng Lenta (LENT) SOLLERS (SVAV) Kaluga Sales company (KLSB) Gerakan bareng jeung Samolet Group (SMLT) Yakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Beureum Oktober (KROT) Gerakan babarengan jeung Sovcomflot (FLOT) Globaltrans Investment PLC (GLTR) Gerakan babarengan jeung Rosseti Moscow wewengkon ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Gerakan bareng jeung VTB Bank (VTBR) SOLLERS (SVAV) Gerakan bareng jeung MTS (MTSS) NCSP (NMTP) Gerakan bareng jeung Bashneft – biasa pikaresep (BANEP) Rosseti North-West ( MRKZ) FESH (FESH) IDGC Kidul (MRKY) Pindah bareng jeung RUSAL (RUAL) YAEK (YAKG) Rosseti North-West (MRKZ) Ashinsky Metallurgical Plant (AMEZ) Pindah bareng jeung Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) tutuwuhan Krasnogorsk dingaranan. S.A. Zvereva – JSC (KZIZ) Fix Price Group (FIXP) MGTS – saham pikaresep (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 – saham pikaresep (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratov Refinery – saham pikaresep ( KRKNP ) Gerakan bareng jeung Lenenergo – saham preferred (LSNGP) Ufaorgsintez – saham preferred (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti North-West (MRKZ) Gerakan Unipro (UPRO) NMTP (NMTP) bareng jeung 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) YAEK (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 Tutuwuhan (AMEZ) ) IDGC tina Gerakan Selatan (MRKY) babarengan jeung Rosneft (ROSN) Etalon Grup PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Bank St Petersburg (BSPB) Rosseti Kalér-Kulon (MRKZ) FESCO (FESH) Unipro (UPRO ) Gerakan bareng jeung Rostelecom – Saham Preferred (RTKMP) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) Kaluga Sales Company (KLSB) RussNeft (RNFT) FESCO (FESH) NCSP ( Gerakan NMTP) Surgutneftegaz (SNGS) sareng PhosAgro (PHOR)En+ (ENPG) Ufaorgsintez – saham pikaresep (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) tutuwuhan Krasnogorsk dingaranan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Saham Pilihan (RTKMP) Kazanorgsintez – Saham Pilihan (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – Saham Biasa (KZOS) United Medical Group (GEMC) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – saham preferred (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – saham preferred (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) Indung jeung anak (MDMG) Bashneft – saham pikaresep (BANEP) Rosseti Center na Volga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – saham pikaresep (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) Sber Bank – saham pikaresep (SBERP) Rostelecom (RTKM) Bank St Petersburg (BSPB) MTS (MTSS) Grup Astra (ASTR) TGK-14 (TGKN) RKK Energy dingaranan 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 – saham pikaresep (ZILLP) RussNeft (RNFT) Rosseti Moscow wilayah (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – saham pikaresep (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – saham pikaresep (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – saham pikaresep (LSNGP) Norilsk nikel (GMKN) Moscow Exchange (MOEX)pro (UPRO) IDGC of Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Perusahaan Pembangkit Kadua Pasar Listrik Grosir (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – saham pikaresep (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR ) Mechel – Saham Preferred (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – saham pikaresep (KRKNP) Severstal (CHMF) Gerakan bareng jeung Tatneft – saham pikaresep (TATNP)Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Tatneft (TATN) X5 RetailGroup GDR (LIMA) Rostelecom (RTKM) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) RusHydro ( HYDR) Surgutneftegaz – saham pikaresep (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Gerakan bareng jeung Sber Bank (SBER) Yakovlev (IRKT) Serikat perusahaan pesawat (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 – saham pikaresep (SBERP) Bank St Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FGC Rosseti (FEES) YAEK (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) Gerakan bareng jeung Tatneft (TATN) Etalon Group PLC GDR (ETLN) X5 RetailGroup GDR (FIVE) Bank St. Petersburg (BSPB) RussNeft (RNFT) Rosseti North-West (MRKZ) ) FESCO (FESH) ) Gerakan Unipro (UPRO) NCSP (NMTP) bareng jeung Sber Bank – saham pikaresep (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 of Siberia (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC of the South (MRKY) Gerakan bareng jeung Novabev Group (BELU) Yakovlev (IRKT) Gerak bareng jeung Norilsk Nickel (GMKN) )En+ (ENPG) Ufaorgsintez – saham pikaresep (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) tutuwuhan Krasnogorsk dingaranan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Saham Pilihan (RTKMP) Kazanorgsintez – Saham Pilihan (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – Saham Biasa (KZOS) United Medical Group (GEMC) Fix Price Grup (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – saham pikaresep (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – saham pikaresep (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) Indung jeung Anak (MDMG) Bashneft – biasa pikaresep (BANEP) Rosseti Center na Volga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – biasa pikaresep (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (lima) Mechel (MTLR) DEK (DVEC) ) Sber Bank – saham pikaresep (SBERP) Rostelecom (RTKM) Bank St Petersburg (BSPB) MTS (MTSS) Grup Astra (ASTR) TGK-14 (TGKN) RKK Energy dingaranan 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 – saham pikaresep (ZILLP) RussNeft ( RNFT ) wewengkon Rosseti Moscow (MSRS) Rosseti Kalér-Kulon (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Grup Novabev (BELU) Grup TCS (TCSG) Surgutneftegaz – saham pikaresep (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – saham pikaresep (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – saham pikaresep (LSNGP) Moscow Exchange (MOEX) ( UPRO) IDGC of Siberia (MRKS) Rusolovo (ROLO) Mosenergo (MSNG) AFK Sistema (AFKS) Polyus (PLZL) Ozon Holdings PLC (OZON) LUKOIL (LKOH) Perusahaan Pembangkit Kadua Pasar Listrik Grosir (OGKB) Globaltrans Investment PLC (GLTR) Udmurtneft (UDMN) NCSP (NMTP) TGK-1 (TGKA) Surgutneftegaz (SNGS) Asha Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – saham pikaresep (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR ) Mechel – Saham Preferred (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – saham pikaresep (KRKNP) Severstal (CHMF) Gerakan bareng jeung LUKOIL (LKOH)En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) VK (VKCO) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Rostelecom – Saham Preferred (RTKMP) Whoosh (WUSH) KAMAZ (KMAZ) Fix Price Grup (FIXP) HeadHunter Grup PLC (HHRU) Seligdar (SELG) Tatneft – biasa pikaresep (TATNP) ChZPSN (PRFN) Magnitogorsk Besi jeung Steel Works (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – biasa pikaresep (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup GDR (LIMA) Sber Bank – saham pikaresep (SBERP) Rostelecom (RTKM) Bank St Petersburg (BSPB) TGK-14 (TGKN) Lenenergo (LSNG) Rosseti Center (MRKC) FSK Roseti ( BAYARAN) YAtek (YAKG) Kaluga Sales Company (KLSB) RussNeft (RNFT) Rosseti North-West (MRKZ) QIWI (QIWI) RusHydro (HYDR) TCS Group (TCSG) Surgutneftegaz – saham pikaresep (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 of South (MRKY) Saratov Oil Refinery – saham pikaresep (KRKNP) Gerakan bareng jeung Transneft – saham pikaresep (TRNFP) Krasnogorsk Plant dingaranan. S.A. Zverev – saham pikaresep (KZIZP) Obneftegazgeologiya – biasa pikaresep (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) tutuwuhan Krasnogorsk dingaranan. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) United medical group (GEMC) MGTS – saham pilihan (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 Kalér-Kulon (MRKZ) FESCO (FESH) INARCTIKA (AQUA) Novoship – biasa pikaresep (NOMPP) Unipro (UPRO) NCSP ( NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Pindah sareng Gazprom (GAZP)Yakovlev (IRKT) United Aircraft Corporation (UNAC) Tattelecom (TTLK) SOLLERS (SVAV) SPB Exchange (SPBE) Etalon Group PLC GDR (ETLN) Rostelecom – Saham Preferred (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 – saham pikaresep (BANEP) Sovcomflot (FLOT) Mostotrest (MSTT) DEK (DVEC) Bank St. ) ) 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 – saham pikaresep (CNTLP) Rosneft (ROSN) Rosseti Ural (MRKU) IDGC of the South (MRKY) Saratov Refinery – saham pikaresep (KRKNP)
