Ik wie fernuvere troch de fraach hokker oandielen it measte opkomme en 2% per dei falle. Op betingst dat de slutingspriis fan ‘e dei heger wêze moat as de iepeningspriis mei deselde 2% of mear. Tagelyk is wat der oerdei bard is net wichtich. De earste eksperiminten lieten sjen dat de lieders de oandielen wiene fan ‘e fierste echelon. Dêrom snij ik se del troch volatiliteit en krige de folgjende TOP, dy’t hjirûnder wurdt jûn. Dêrnei kaam de fraach op: hokker oandielen korrelearje mei elkoar yn groei en delgong? Ik sammele in stekproef fan sokke stocks, drum roll … foar 365 dagen, allinne SBER + SBERP korrelearje ien op ien. Oer 180 dagen binne d’r in bytsje mear, mar meast algemiene delgongen, dy’t kinne wurde taskreaun oan ‘e algemiene ferfal fan’ e merk. Dêrom wurdt de list jûn foar 90 dagen. Hokker konklúzjes kinne wurde lutsen? As PHOR beweecht mei 2%, beskôgje dan de hiele merk om te bewegen)) Oars, nijsgjirrige gegevens foar automatisearjen fan hannel en oanfolling fan adviseurs. Tariede skripts om hjir mei josels te boartsjen . It is heul maklik om te starten, jo moatte token tafoegje oan ‘e konfiguraasje en dan npx ts-node en spesifisearje dit bestân.
Hoe te lêzen: ‘1’: { cnt: 3, dagen: [Array], folumes: [Array] }, ‘1’ – beweging yn persintaazje cnt: 3 – oantal sokke dagen cPlus: 22 – oantal dagen mei groei cMin: 23 – oantal dagen mei in fal
TOP-oandielen groeie mei 2% of mear per dei
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TOP-oandielen falle 2% of mear per dei
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}
Korrelaasje fan 90 dagen groei fan 2% of mear per dei
Beweging tegearre mei Detsky Mir (DSKY) DEK (DVEC) Red October (KROT) Beweging tegearre mei Kazanorgsintez – gewoane oandielen (KZOS) TNS Energo Voronezh (VRSB) Beweging tegearre mei Samolet Group of Companies (SMLT) Mechel – Foarkarsoandielen (MTLRP) Beweging tegearre mei Saratov Refinery – foarkommende oandielen (KRKNP) United Aircraft Corporation (UNAC) Beweging tegearre mei Inter RAO UES (IRAO) Yakovlev (IRKT) LSR Group (LSRG) FESCO (FESH) Beweging tegearre mei Sber Bank (SBER) Sber Bank – foarkommende oandielen (SBERP) Beweging tegearre mei MTS (MTSS) Mem en Bern (MDMG) Novoship – JSC (NOMP) Beweging tegearre mei LUKOIL (LKOH) SOLLERS (SVAV) Mem en Bern (MDMG) DEK (DVEC) DVMP (FESH) Unipro (UPRO) NMTP (NMTP) Beweecht tegearre mei RUSAL (RUAL) En+ (ENPG) Yakovlev (IRKT) United Aircraft Corporation (UNAC) Kazanorgsintez – foarkar oandielen (KZOSP) VTB Bank (VTBR) NKHP (NKHP) GTM (GTRK) NLMK ( NLMK) ) Udmurtneft (UDMN) Surgutneftegaz (SNGS) Beweging tegearre mei PhosAgro (PHOR) Krasnogorsk plant neamd nei. S.A. Zvereva – preferearre oandielen (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 – foarkar oandielen (PMSBP) Mechel (MTLR) DEK (DVEC) TGK-14 (TGKN) Rosseti Center (MRKC) FSK Rosseti (FEES) Kaluga Sales Company (KLSB) Rosseti Noard-West (MRKZ) Surgutneftegaz – foarkar oandielen (SNGSP) Raspadskaya (RASP) TNS Energo Voronezh (VRSB) Segezha (SGZH) IDGC fan Sibearje (MRKS) Rusolovo (ROLO) Polyus (PLZL) Second Generating Company of the Wholesale Electricity Market (OGKB) Ashinsky Metallurgical Plant (AMEZ) TGC -2 – foarkar oandielen (TGKBP) Rosneft (ROSN) EuroTrans (EUTR) Mechel – Preferred Shares (MTLRP) Pipe Metallurgical Company (TRMK) Softline (SOFL) Rosseti Ural (MRKU) IDGC fan ‘e Súd (MRKY) Beweging tegearre mei Norilsk Nickel (GMKN) Yakovlev (IRKT) United Aircraft Corporation (UNAC) LSR Group (LSRG) Etalon Group PLC GDR (ETLN) HeadHunter Group PLC (HHRU) MGTS – foarkar oandielen (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 – foarkar oandielen (KRKNP) Beweging tegearre mei Rosseti Center en Wolga Region (MRKP) NKHP (NKHP) DEK (DVEC) Permenergosbyt (PMSB) Beweging tegearre mei Lenenergo – foarkar oandielen (LSNGP) Kaluga Sales Company (KLSB)
Korrelaasje fan in 90-dagen drop fan 2% of mear per dei
Beweging tegearre mei FSK Rosseti (FEES) IDGC fan Sibearje (MRKS) Beweging tegearre mei Rosseti Center en Wolga-regio (MRKP) Fix Price Group (FIXP) ChZPSN (PRFN) Rusolovo (ROLO) Beweging tegearre mei Lenta (LENT) SOLLERS (SVAV) Kaluga Sales Company (KLSB) Beweging tegearre mei Samolet Group (SMLT) Yakovlev (IRKT) Cian ADR (CIAN) GTM (GTRK) Red October (KROT) Beweging tegearre mei Sovcomflot (FLOT) Globaltrans Investment PLC (GLTR) Beweging tegearre mei Rosseti Moskou regio ( MSRS) SOLLERS (SVAV) Lenenergo (LSNG) Beweging tegearre mei VTB Bank (VTBR) SOLLERS (SVAV) Beweging tegearre mei MTS (MTSS) NCSP (NMTP) Beweging tegearre mei Bashneft – foarkommende oandielen (BANEP) Rosseti Noard-West ( MRKZ) FESH (FESH) IDGC fan it Suden (MRKY) Ferhúzje tegearre mei RUSAL (RUAL) YATEK (YAKG) Rosseti North-West (MRKZ) Ashinsky Metallurgical Plant (AMEZ) Ferhúzje tegearre mei Inter RAO UES (IRAO) En+ (ENPG) VSMPO-AVISMA ( VSMO) SOLLERS (SVAV) Krasnogorsk plant neamd nei. S.A. Zvereva – JSC (KZIZ) Fix Price Group (FIXP) MGTS – foarkar oandielen (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 – foarkar oandielen (NOMPP) Unipro (UPRO) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) Saratov Refinery – foarkar oandielen ( KRKNP ) Beweging tegearre mei Lenenergo – preferearre oandielen (LSNGP) Ufaorgsintez – preferearre oandielen (UFOSP) SOLLERS (SVAV) NITEL (NTZL) CHZPSN (PRFN) Aeroflot (AFLT) DEK (DVEC) Lenenergo (LSNG) Rosseti Noard-West (MRKZ) Unipro (UPRO) NMTP (NMTP) Beweging tegearre mei Polyus (PLZL) Tattelecom (TTLK) SOLLERS (SVAV) Etalon Group PLC GDR (ETLN) Fix Price Group (FIXP) HeadHunter Group PLC (HHRU) CHZPSN (PRFN) Bank St. Petersburg (BSPB) Lenenergo (LSNG) YATEK (YAKG) Kaluga Sales Company (KLSB) Rosseti North-West (MRKZ) QIWI (QIWI) FESCO (FESH) Unipro (UPRO) IDGC fan Sibearje (MRKS) Globaltrans Investment PLC (GLTR) Ashinsky Metallurgical Plant (AMEZ) ) IDGC of the South (MRKY) Movement tegearre mei Rosneft (ROSN) Etalon Group PLC GDR (ETLN) Seligdar (SELG) Obuv Rossii (ORUP) Bank St. Petersburg (BSPB) Rosseti North-West (MRKZ) FESCO (FESH) Unipro (UPRO) Beweging tegearre mei 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) Beweging tegearre mei PhosAgro (PHOR)En+ (ENPG) Ufaorgsintez – foarkar oandielen (UFOSP) Yakovlev (IRKT) IDGC fan Wolga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk plant neamd nei. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Foarkarsoandielen (RTKMP) Kazanorgsintez – preferearre oandielen (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – gewoane oandielen (KZOS) Fene medyske groep (GEMC) Group (FIXP) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – foarkar oandielen (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – foarkar oandielen (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) Mem en bern (MDMG) Bashneft – foarkar oandielen (BANEP) Rosseti Center en Wolga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – foarkar oandielen (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) Sber Bank – foarkar oandielen (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy neamd nei 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 – preferearre oandielen (ZILLP) RussNeft (RNFT) Rosseti Moskou regio (MSRS) Rosseti North-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – foarkar oandielen (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – foarkar oandielen (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – foarkar oandielen (LSNGP) Norilsk Nickel (GMKN) Moskou 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 – foarkar oandielen (CNTLP) PIK (PIKK) Rosneft (ROSN) EuroTrans (EUTR) ) Mechel – Preferred shares (MTLRP) Pipe Metallurgical Company (TRMK) IDGC of the South (MRKY) Saratov Refinery – foarkar oandielen (KRKNP) Severstal (CHMF) Beweging tegearre mei Tatneft – foarkar oandielen (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 – foarkar oandielen (SNGSP) Yandex (YNDX) FESCO (FESH) NOVATEK (NVTK) Unipro (UPRO) NCSP (NMTP) Surgutneftegaz (SNGS) Rosneft (ROSN) Beweging tegearre mei Sber Bank (SBER) 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 GDR (FYF) Sber Bank – foarkar oandielen (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 tegearre mei 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) Beweging tegearre mei Sber Bank – foarkar oandielen (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 Noard-West (MRKZ) QIWI (QIWI) FESH (FESH) UNKL (UNKL) Unipro (UPRO) IDGC fan Sibearje (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Ashinsky Metallurgical Plant (AMEZ) IDGC fan ‘e Súd (MRKY) Beweging tegearre mei Novabev Group (BELU) Yakovlev (IRKT) Beweging tegearre mei Norilsk Nickel (GMKN) )En+ (ENPG) Ufaorgsintez – foarkar oandielen (UFOSP) Yakovlev (IRKT) IDGC fan Wolga (MRKV) VSMPO-AVISMA (VSMO) United Aircraft Corporation (UNAC) LSR Group (LSRG) VK (VKCO) Tattelecom (TTLK) Central Telegraph (CNTL) ) ) SOLLERS (SVAV) Krasnogorsk plant neamd nei. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) Rostelecom – Foarkarsoandielen (RTKMP) Kazanorgsintez – preferearre oandielen (KZOSP) Whoosh (WUSH) KAMAZ (KMAZ) Kazanorgsintez – gewoane oandielen (KZOS) Fene medyske groep (GEMC) Group (FIXP) PhosAgro (PHOR) HeadHunter Group PLC (HHRU) Lenzoloto (LNZL) MGTS – foarkar oandielen (MGTSP) EL5-Energo (ELFV) Seligdar (SELG) Tatneft – foarkar oandielen (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 – foarkar oandielen (BANEP) Rosseti Center en Wolga Region (MRKP) Sovcomflot (FLOT) Permenergosbyt – foarkar oandielen (PMSBP) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Mechel (MTLR) DEK (DVEC) ) Sber Bank – foarkar oandielen (SBERP) Rostelecom (RTKM) Bank St. Petersburg (BSPB) MTS (MTSS) Astra Group (ASTR) TGK-14 (TGKN) RKK Energy neamd nei 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 – preferearre oandielen (ZILLP) RussNeft ( RNFT ) Rosseti Moskou regio (MSRS) Rosseti Noard-West (MRKZ) QIWI (QIWI) Inter RAO UES (IRAO) RusHydro (HYDR) NLMK (NLMK) Novabev Group (BELU) TCS Group (TCSG) Surgutneftegaz – preferearre oandielen (SNGSP) Yandex (YNDX) FESH (FESH) NOVATEK (NVTK) YuUNK (UNKL) Nizhnekamskneftekhim (NKNC) Novoship – preferearre oandielen (NOMPP) TNS energo Voronezh (VRSB) Segezha (SGZH) Lenenergo – preferearre oandielen (LSNGP) Moskou 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 – foarkar oandielen (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 tegearre mei 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) Fix Priis Group (FIXP) HeadHunter Group PLC (HHRU) Seligdar (SELG) Tatneft – foarkar oandielen (TATNP) ChZPSN (PRFN) Magnitogorsk Iron and Steel Works (MAGN) Obuv Rossii (ORUP) Sber Bank (SBER) Bashneft – preferearre oandielen (BANEP) Sovcomflot (FLOT) Tatneft (TATN) X5 RetailGroup GDR (FIVE) Sber Bank – foarkar oandielen (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 – foarkar oandielen (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 fan it Suden (MRKY) Saratov Oil Refinery – foarkar oandielen (KRKNP) Beweging tegearre mei Transneft – foarkar oandielen (TRNFP) Krasnogorsk Plant neamd nei. S.A. Zverev – foarkar oandielen (KZIZP) Obneftegazgeologiya – foarkar oandielen (OBNEP) Magnit (MGNT) SPB Exchange (SPBE) Krasnogorsk plant neamd nei. S.A. Zvereva – JSC (KZIZ) Etalon Group PLC GDR (ETLN) United Medical Group (GEMC) MGTS – foarkar oandielen (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 Noard-West (MRKZ) FESCO (FESH) INARCTIKA (AQUA) Novoship – foarkar oandielen (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 – foarkar oandielen (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 fan Sibearje (MRKS) Polyus (PLZL) Globaltrans Investment PLC (GLTR) NCSP (NMTP) Surgutneftegaz (SNGS) Ashinsky Metallurgical Plant (AMEZ) AbrauDurso (ABRD) Central Telegraph – foarkar oandielen (CNTLP) Rosneft (ROSN) Rosseti Ural (MRKU) IDGC of the South (MRKY) Saratov Refinery – foarkar oandielen (KRKNP)
