From b2790b5976948fd374cb434ff3a94911f4f60f90 Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Tue, 5 Nov 2024 14:25:46 +0100 Subject: [PATCH 01/38] Do not execute package creation script --- ..._r_package_from_scratch.R => .create_r_package_from_scratch.R} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename R/{create_r_package_from_scratch.R => .create_r_package_from_scratch.R} (100%) diff --git a/R/create_r_package_from_scratch.R b/R/.create_r_package_from_scratch.R similarity index 100% rename from R/create_r_package_from_scratch.R rename to R/.create_r_package_from_scratch.R From 0886cef5e19580b7865bea3d8b9df496f9b21b59 Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Thu, 7 Nov 2024 22:55:24 +0100 Subject: [PATCH 02/38] =?UTF-8?q?config-=20und=20input-Daten=20f=C3=BCr=20?= =?UTF-8?q?ersten=20Modellabschnitt?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- config/flows_in_out.csv | 27 + config/outflows_multiple.csv | 5 + config/sections.csv | 9 + ...2_Bilanzkorrigierte_Werte_gesamt_komma.csv | 7671 ++++++++++++++ ...sdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv | 9073 +++++++++++++++++ .../input_data/KW_WW_monatl_Mittel.csv | 145 + .../input_data/Modelltest1_in_out_const.csv | 15 + .../Rohwasser_GesamtBericht_Monatlich.xlsx | Bin 0 -> 1071866 bytes 8 files changed, 16945 insertions(+) create mode 100644 config/flows_in_out.csv create mode 100644 config/outflows_multiple.csv create mode 100644 config/sections.csv create mode 100644 inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv create mode 100644 inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv create mode 100644 inst/extdata/input_data/KW_WW_monatl_Mittel.csv create mode 100644 inst/extdata/input_data/Modelltest1_in_out_const.csv create mode 100644 inst/extdata/input_data/Rohwasser_GesamtBericht_Monatlich.xlsx diff --git a/config/flows_in_out.csv b/config/flows_in_out.csv new file mode 100644 index 0000000..ae1eec2 --- /dev/null +++ b/config/flows_in_out.csv @@ -0,0 +1,27 @@ +section_id;flow_id;flow_name;rain_runoff_coefficient;rain_EZG_area_m2;ABIMO_runoff_m3/a;bank_filtration_share;flow_in_out;flow_type;Kommentar +S01;MgS_8.576;Zufluss_Spree_Dämeritzsee;;;;;in;inlet; +S01;WW_FRI_L;Wasserwerk Friedrichshagen L-Galerie;;;;0.86;out;abstraction_WW; +S01;WW_FRI_M;Wasserwerk Friedrichshagen M-Galerie;;;;0.81;out;abstraction_WW; +S01;OSK;Zufluss OSK (Wernsdorf OP);;;;;in;inlet; +S02;DaW_0.165;Zufluss Zeuthener See (Schmöckwitz);;;;;in;inlet; +S02;WW_FRI_G;Wasserwerk Friedrichshagen G-Galerie;;;;0.63;out;abstraction_WW; +S02;WW_FRI_K;Wasserwerk Friedrichshagen K-Galerie;;;;0.83;out;abstraction_WW; +S03;ageb1_320;Regenabfluss Langer See, Dahme und Große Krampe;0.247; 5'229'069 ; 797'810 ;;in;rain_runoff; +S04;WW_FRI_B;Wasserwerk Friedrichshagen B-Galerie;;;;0.15;out;abstraction_WW; +S04;WW_FRI_C;Wasserwerk Friedrichshagen C-Galerie;;;;0.95;out;abstraction_WW; +S04;WW_FRI_D;Wasserwerk Friedrichshagen D-Galerie;;;;1.00;out;abstraction_WW; +S04;WW_FRI_E;Wasserwerk Friedrichshagen E-Galerie;;;;0.85;out;abstraction_WW; +S04;WW_FRI_F;Wasserwerk Friedrichshagen F-Galerie;;;;0.81;out;abstraction_WW; +S04;GoK_3.41;Zufluss_Spree_Dämeritzsee;;;;;in;inlet; +S04;Fredersdorfer;Zufluss Fredersdorfer Fließ;;;;;in;inlet; +S05;ageb1_310;Regenabfluss Müggelspree (einschließlich Großer Müggelsee und Erpe);;;;;in;rain_runoff; +S06;NH-MF;Neuenhagener Mühlenfließ (Erpe) (NH-MF minus KW-MHF);;;;;in;inlet;mit Regenabfluss? - rausrechnen? +S06;KW_MHF;Einleitung Klärwerk Münchehofe;;;;;in;WWTP; +S06;WW_FRI_A;Wasserwerk Friedrichshagen A-Galerie;;;;0.37;out;abstraction_WW; +S07;ageb1_330;Stadtspree bis Abzweig Britzer Verbindungskanal;0.292; 7'208'300 ; 1'319'330 ;;in;rain_runoff; +S07;WW_WUH_West;Wasserwerk Wuhlheide West-Galerie;;;;0.24;out;abstraction_WW; +S08;Wuhle;Zufluss_Wuhle;;;;;in;inlet;mit Regenabfluss? - rausrechnen? +S08;ageb1_331;Regenabfluss Wuhle;0.241; 19'485'692 ; 2'993'312 ;;in;rain_runoff; +S08;WW_KAU_Nord;Wasserwerk Kaulsdorf Nord-Galerie;;;;0;out;abstraction_WW; +S08;WW_KAU_Sued;Wasserwerk Kaulsdorf Süd-Galerie;;;;0;out;abstraction_WW; +S08;WW_WUH_Ost;Wasserwerk Wuhlheide Ost-Galerie;;;;0.60;out;abstraction_WW; diff --git a/config/outflows_multiple.csv b/config/outflows_multiple.csv new file mode 100644 index 0000000..2446942 --- /dev/null +++ b/config/outflows_multiple.csv @@ -0,0 +1,5 @@ +outflow_id;section_name;section_in_id;section_out_id;section_out_share;section_out_function +MO_S03;Dahme;S02;S07;0.9 (Median, tbc);Masterarbeit HS +MO_S03;Dahme;S02;S20;(1 - section_out_share_S07); +MO_S09;Spree 2;S07;S15;0.86 (Median, tbc);Masterarbeit HS +MO_S09;Spree 2;S07;S12;(1 - section_out_share_S14); diff --git a/config/sections.csv b/config/sections.csv new file mode 100644 index 0000000..550498b --- /dev/null +++ b/config/sections.csv @@ -0,0 +1,9 @@ +section_id;section_name;section_in_id;section_out_id;volume_m3;mean_depth_m +S01;Seddinsee und Gosener Kanal;inlet;S02;10500000;4.01 +S02;Langer See (Dahme);S01;S03;12050000;3.92 +S03;Dahme;S02;MO_S03;5900000;3.82 +S04;Müggelsee;inlet;S05;36500000;4.77 +S05;Müggelspree;S04;S07;1300000;2.34 +S06;Erpe (NH-MF);inlet;S05;15000;0.5 +S07;Spree 1;S05;S09;2100000;2.47 +S08;Wuhle;inlet;S07;15000;0.5 diff --git a/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv b/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv new file mode 100644 index 0000000..4e3ae99 --- /dev/null +++ b/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv @@ -0,0 +1,7671 @@ +Datum,MgS_8.576,MgS_3.839,MgS_1.54,SOW_32.85,SOW_26.5,GoK_26.5,SedS_43.915,DaW_0.165,SOW_36.46,SOW_35.05,SOW_33.208,TeK_37.83,TeK_29,NSK_3.35,TeK_28,SOW_0.6,SOW_0.2,UHW_1.5,GrK_1.45,TeK_3.78,TeK_0.1,HOW_1,TeS_5.685,Panke,Borgsdorf,OWA_Durchsatz,Wuel_TF.NG,Wuhle,Neuenhagener,Fredersdorfer,MgS_11.7,Mgs_5.561,MgS_1.435,MgS_0.049,SOW_26.02,SOW_39.73_Bammelecke,UHW_7,UHW_15.9,PHv_0,GrW_2.4,BSSK_9.2,HOW_0.76,TeS_5.62,TeS_5,TeS_4.088,TeS_1.861,TeS_1.688,TeS_1.535,TeS_0.477,BSSK_7.41,MHGG +01.01.2002,7.03,6.69,7.47,33.75,35.01,13.08,19.53,10.4,29.99,26.28,26.28,3.71,5.93,0.3,9.28,32.26,34.08,56.66,-2.04,10,7.97,22.58,1.87,0.34,23,1.86,0.01,1.26,0.77,0.39,7.03,7.48,7.47,7.47,31.26,35.01,56.21,57.91,65.89,-1.99,11.36,22.59,1.87,1.88,1.89,0.72,0.43,0.43,0.44,0.2,0.29 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+24.12.2009,6.38,3.7,4.32,25.81,26.62,10.87,17.43,7.87,24.34,21.65,21.55,2.59,4.68,0.3,7.12,24.05,26.14,43,-1.39,7.32,6.03,16.86,3.45,0.28,15.09,2.99,0.46,1.06,0.72,0.03,6.45,5.47,4.31,4.28,23.71,26.7,43.2,45.74,51.9,-1.52,8.61,16.86,3.45,3.47,3.49,2.8,2.66,2.66,2.68,0.2,0.13 +25.12.2009,5.91,5.36,6.19,30.99,32.48,10.45,18.05,9.62,27.74,24.8,24.8,2.95,5.57,0.3,6.71,31.93,35.52,48.94,-1.36,7.36,5.87,13.49,2.25,0.52,9.97,1.96,0.3,1.47,0.84,0.11,5.91,6.08,6.19,6.19,30.92,32.46,47.88,46.09,51.81,-0.99,11.76,13.52,2.26,2.3,2.58,2.55,2.43,2.46,2.66,0.2,0.21 +26.12.2009,5.24,7.18,8.13,38.03,39.66,9.84,19.55,13.09,33.91,29.7,29.84,4.34,6.43,0.3,5.76,41.33,43.37,58.75,-1.13,6.78,5.34,15.58,3.14,0.47,14.89,2.73,0.41,1.24,0.84,0.22,5.16,6.69,8.14,8.19,40.01,39.52,56.77,51.63,56.59,-0.4,15.52,15.57,3.14,3.12,3,2.19,2.03,2.02,1.93,0.2,0.16 +27.12.2009,6.41,6.87,7.68,38.71,39.99,11.43,20.84,14.02,35.3,30.96,31,4.39,6.54,0.3,6.5,40.74,42.67,60.37,-1.25,7.22,5.9,17.75,2.97,0.38,17.5,2.58,0.39,1.17,0.78,0.26,6.39,7.14,7.68,7.7,39.64,39.95,59.7,58.99,64.79,-1.02,15.16,17.75,2.97,2.96,2.84,1.86,1.71,1.7,1.62,0.2,0.1 +28.12.2009,5.7,5.82,6.63,37.47,38.72,9.52,19.39,15.19,34.82,30.82,30.83,4.03,6.46,0.3,6.96,38.81,41.62,56.57,-1.37,7.51,6.01,14.97,2.62,0.41,12.33,2.27,0.35,1.21,0.79,0.29,5.68,6.27,6.63,6.64,37.81,38.71,55.55,53.84,59.7,-1.01,14.39,14.98,2.62,2.64,2.78,2.42,2.28,2.3,2.39,0.2,0.12 +29.12.2009,6.07,4.67,5.36,35.44,36.36,9.6,19.27,15.5,34.23,30.17,30.11,4.01,6.05,0.3,7.03,35.69,37.74,50.18,-1.39,7.34,6.04,12.38,2.31,0.36,11.44,2.01,0.31,1.07,0.74,0.32,6.1,5.9,5.36,5.34,34.91,36.41,50.4,52.83,58.99,-1.51,13.07,12.38,2.31,2.32,2.32,1.68,1.54,1.54,1.55,0.2,0.1 +30.12.2009,6.47,5.53,6.16,37.12,38,10.6,20.24,15.21,35.18,31.04,30.99,4.12,6.37,0.3,7.47,37.05,39.32,53.4,-1.49,7.88,6.61,14.03,2.4,0.35,13.25,2.09,0.31,1,0.69,0.28,6.51,6.51,6.16,6.14,36.44,38.04,54.27,59.4,66.36,-1.92,13.66,14.04,2.41,2.45,2.41,1.62,1.47,1.47,1.49,0.2,0.08 +31.12.2009,7.08,4.54,5.27,39.25,40.3,10.91,21.58,16.58,38.31,33.97,33.98,4.36,6.71,0.3,6.61,40.82,43.36,58.56,-1.28,7.21,5.89,15.27,2.27,0.35,15.46,1.98,0.29,1,0.71,0.29,7.08,7.59,5.27,5.27,40,40.29,58,57.91,63.78,-1.12,15.17,15.27,2.27,2.27,2.17,1.13,0.98,0.97,0.92,0.2,0.08 +01.01.2010,6.78,6.6,7.26,40.97,42.06,11.39,21.92,16.26,38.45,33.68,33.7,4.8,6.86,0.3,6.62,42.76,45.15,65.13,-1.22,7.25,6.05,20.03,3.14,0.34,18.47,2.73,0.4,1.01,0.65,0.37,6.77,7.36,7.26,7.27,41.89,42.03,64.9,65.81,71.89,-1.17,15.94,20.03,3.14,3.14,3.13,2.43,2.3,2.3,2.29,0.2,0.08 +02.01.2010,6.69,6.96,7.65,41.67,42.7,11.43,22.05,16.21,38.67,33.98,34.01,4.74,7,0.3,6.7,43.53,45.88,57.8,-1.34,7.39,5.99,11.89,1.34,0.33,9.86,1.14,0.2,0.94,0.66,0.41,6.67,7.52,7.65,7.66,42.59,42.67,57.22,56.85,62.77,-1.13,16.22,11.91,1.34,1.37,1.63,1.47,1.37,1.4,1.57,0.2,0.08 +03.01.2010,6.52,6.3,7.01,40.16,41.18,10.89,21.36,16.19,37.71,33.13,33.14,4.6,6.73,0.3,6.7,41.54,43.87,58.67,-1.32,7.37,6.06,14.83,1.11,0.3,16.98,0.77,0.34,0.98,0.69,0.39,6.5,7.09,7.01,7.02,40.78,41.17,58.4,59.14,65.2,-1.25,15.44,14.81,1.11,1.08,0.83,-0.47,-0.62,-0.65,-0.81,0.2,0.07 +04.01.2010,6.88,6.43,7.08,39.52,40.44,11.73,21.59,15.23,36.92,32.43,32.44,4.5,6.63,0.3,7.26,40.12,42.39,58.8,-1.45,7.91,6.46,16.41,0.29,0.3,16.08,0,0.29,0.89,0.64,0.38,6.87,7.34,7.08,7.09,39.37,40.43,58.53,59.38,65.83,-1.38,14.89,16.41,0.29,0.29,0.29,-0.7,-0.84,-0.84,-0.84,0.2,0.07 +05.01.2010,6.67,5.25,5.86,36.57,37.28,10.95,20.46,14.92,34.92,30.78,30.74,4.09,6.21,0.3,7.43,36.14,38.44,47.94,-1.52,7.82,6.38,9.4,0.31,0.29,8.04,0.04,0.27,0.85,0.65,0.42,6.7,6.66,5.86,5.84,35.58,37.34,48.15,50.51,56.98,-1.62,13.26,9.41,0.31,0.33,0.45,-0.14,-0.28,-0.26,-0.18,0.2,0.06 +06.01.2010,6.4,6.24,6.88,39.16,40.01,10.71,20.97,15.55,36.7,32.26,32.28,4.47,6.65,0.3,9.03,37.73,39.92,49.24,-1.95,9.81,7.79,9.38,0.46,0.27,10.09,0.09,0.37,0.78,0.63,0.44,6.39,7,6.88,6.89,37.22,39.98,48.55,48.49,56.18,-1.71,14.01,9.37,0.46,0.45,0.33,-0.72,-0.9,-0.91,-0.99,0.2,0.05 +07.01.2010,6.42,6.26,6.91,38.73,39.43,10.86,20.86,15.28,36.27,31.8,31.81,4.48,6.64,0.3,10.39,36,38.24,47.39,-2.24,11.09,8.77,9.17,0.32,0.25,9.1,0.07,0.25,0.68,0.64,0.47,6.41,7.01,6.91,6.91,35.26,39.43,46.71,47,55.68,-2.01,13.25,9.17,0.32,0.32,0.32,-0.61,-0.77,-0.77,-0.77,0.2,0.05 +08.01.2010,6.75,6.34,6.97,39.07,39.71,11.45,21.37,15.27,36.61,32.1,32.1,4.51,6.66,0.3,10.16,36.24,38.48,50.22,-2.13,10.68,8.48,11.79,0.46,0.25,11.65,0.09,0.37,0.65,0.63,0.48,6.75,7.2,6.97,6.97,35.78,39.71,49.55,49.85,58.25,-1.92,13.4,11.79,0.46,0.46,0.46,-0.53,-0.69,-0.69,-0.69,0.2,0.04 +09.01.2010,6.19,6.69,7.35,40.03,40.72,10.57,20.96,15.6,37.03,32.63,32.66,4.46,6.86,0.3,10.06,37.75,39.82,48.31,-2.17,10.73,8.46,8.53,0.19,0.23,7.36,0.04,0.15,0.61,0.64,0.45,6.17,7.13,7.36,7.37,37.1,40.69,47.45,47.28,55.69,-1.9,13.98,8.55,0.19,0.22,0.36,-0.23,-0.37,-0.35,-0.25,0.2,0.05 +10.01.2010,5.47,5.62,6.27,37.29,37.91,8.84,19.15,15.63,35.09,30.97,31,4.15,6.44,0.3,9.94,34.53,36.62,49.27,-2.13,10.56,8.3,12.72,0.57,0.23,12.26,0.33,0.25,0.58,0.63,0.42,5.44,6.22,6.27,6.29,33.98,37.9,48.23,47.28,55.43,-1.77,12.72,12.72,0.58,0.58,0.58,-0.24,-0.4,-0.4,-0.4,0.2,0.05 +11.01.2010,5.1,4.84,5.48,36.15,36.72,7.64,18.32,16.36,34.76,30.66,30.66,4.12,6.22,0.3,9.56,33.52,35.82,47.63,-2.06,10.14,8.08,11.82,1.3,0.21,12.03,1.01,0.29,0.55,0.64,0.45,5.09,5.66,5.48,5.49,32.94,36.71,47.38,48.87,56.95,-1.99,12.29,11.81,1.3,1.29,1.17,0.04,-0.12,-0.13,-0.21,0.2,0.05 +12.01.2010,5.79,4.65,5.26,36.26,36.67,8.83,19.3,16.37,35.26,31.06,31.02,4.16,6.19,0.3,9.26,33.54,35.7,48.42,-1.95,9.67,7.72,12.72,1.41,0.22,12.39,1.16,0.24,0.52,0.64,0.49,5.82,5.89,5.26,5.24,33.14,36.71,48.14,49.55,57.27,-1.88,12.35,12.72,1.41,1.41,1.4,0.58,0.43,0.43,0.43,0.2,0.05 +13.01.2010,7.13,5.58,6.17,38.7,39.03,11.64,21.95,15.84,37.2,32.62,32.56,4.53,6.54,0.3,9.81,35.46,37.69,50.84,-2.07,10.25,8.18,13.16,1.65,0.22,12.57,1.37,0.28,0.47,0.64,0.49,7.18,7.03,6.17,6.15,35.3,39.08,50.55,52.04,60.23,-2,13.12,13.16,1.65,1.65,1.65,0.84,0.69,0.69,0.69,0.2,0.05 +14.01.2010,7.21,5.89,6.46,40.09,40.4,11.74,22.58,16.43,38.51,33.71,33.66,4.75,6.75,0.3,10.2,36.96,39.21,50.21,-2.17,10.66,8.56,10.96,1.28,0.22,10.81,1.07,0.21,0.43,0.62,0.5,7.24,7.22,6.46,6.44,36.49,40.44,50.36,53.38,62.04,-2.27,13.61,10.96,1.28,1.28,1.28,0.36,0.21,0.21,0.22,0.2,0.05 +15.01.2010,6.64,6.47,7.17,42.77,43.21,10.69,22.68,17.89,40.65,35.59,35.6,5.07,7.11,0.3,9.76,40.69,42.86,53.32,-2.09,10.41,8.32,10.48,1.25,0.21,10.31,1.05,0.2,0.4,0.68,0.53,6.63,7.25,7.17,7.17,40.15,43.19,53.06,54.58,62.91,-2.01,15.11,10.48,1.25,1.25,1.26,0.33,0.17,0.17,0.17,0.2,0.05 +16.01.2010,6.33,6.56,7.24,43.79,44.23,9.97,22.63,18.75,41.64,36.51,36.54,5.15,7.25,0.3,9.33,42.3,44.48,56.36,-1.97,10.02,7.97,11.92,1.38,0.2,11.62,1.16,0.22,0.36,0.65,0.56,6.31,7.16,7.24,7.25,41.74,44.2,55.67,55.66,63.54,-1.74,15.74,11.92,1.38,1.38,1.38,0.59,0.43,0.43,0.43,0.2,0.05 +17.01.2010,6.36,6.32,7,43.54,43.87,9.87,22.55,18.82,41.5,36.54,36.54,4.98,7.27,0.3,9.28,41.85,44.13,57.86,-1.95,9.91,7.98,13.74,1.46,0.21,14.19,1.23,0.23,0.33,0.67,0.58,6.36,7.1,7,7,41.44,43.87,57.65,59.3,67.31,-1.91,15.56,13.73,1.46,1.46,1.35,0.35,0.18,0.17,0.11,0.2,0.04 +18.01.2010,6.4,6.24,6.92,43.42,43.72,9.91,22.59,18.86,41.51,36.5,36.5,5.02,7.25,0.3,9.69,41.26,43.93,60.64,-2.01,10.27,8.11,16.78,1.46,0.21,15.18,1.23,0.24,0.29,0.67,0.63,6.4,7.09,6.92,6.92,40.86,43.72,59.54,58.25,66.19,-1.62,15.36,16.79,1.46,1.48,1.61,0.96,0.81,0.82,0.91,0.2,0.06 +19.01.2010,6.73,6.34,6.99,44.78,45.02,10.34,23.18,19.88,42.98,37.81,37.8,5.17,7.5,0.3,10.51,42.16,45.32,61.44,-2.23,11.17,8.88,16.16,1.68,0.23,15.38,1.4,0.27,0.25,0.65,0.65,6.74,7.32,6.99,6.98,41.57,45.02,60.82,61.39,70.22,-2.03,15.67,16.16,1.68,1.68,1.68,0.81,0.61,0.61,0.61,0.2,0.07 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+19.11.2010,11.87,12.02,13.97,93.44,94.29,15.94,44.25,47.2,91.51,79.46,79.47,12.06,14.84,0.3,14.83,95.39,98.6,127.73,-2.77,15.25,12.15,29.31,2.12,1.13,26.98,2.12,0,0.81,1.94,0.87,11.86,12.81,13.97,13.97,93.89,94.27,125.6,121.82,133.55,-2.01,35.55,29.32,2.12,2.13,2.23,1.44,1.04,1.05,1.11,0.2,0.19 +20.11.2010,12.01,13.24,14.93,97.62,98.51,16.27,46.19,48.6,95.43,82.58,82.65,12.92,15.3,0.3,12.78,102.41,104.65,132.15,-2.2,13.66,11.29,27.62,2.31,0.87,29.24,2.3,0,0.62,1.63,0.83,11.97,13.49,14.94,14.96,100.69,98.41,130.94,129.54,140.62,-1.77,38.28,27.6,2.3,2.28,2.04,0.46,0.06,0.03,-0.13,0.2,0.08 +21.11.2010,12.04,13.04,14.43,96.87,97.52,16.13,45.92,48.64,95.07,82.36,82.42,12.76,15.19,0.3,12.45,101.38,103.54,132.2,-2.04,13.18,10.97,28.72,2.34,0.75,28.49,2.33,0,0.52,1.34,0.79,12,13.37,14.43,14.45,99.86,97.47,131.06,129.59,140.36,-1.63,37.74,28.72,2.34,2.33,2.33,1.29,0.9,0.9,0.9,0.2,0.04 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+25.11.2010,12.78,11.78,13.17,95.55,95.9,16.82,46.61,49.31,95.35,82.47,82.41,12.82,14.9,0.3,11.5,99.74,102.17,135.82,-1.38,11.81,10.43,33.68,2.23,0.79,33.5,2.23,0,0.51,1.44,0.8,12.82,13.09,13.17,13.15,98.82,95.96,135.51,136.25,146.67,-1.29,37.14,33.68,2.23,2.22,2.21,1.11,0.76,0.76,0.75,0.2,0.05 +26.11.2010,12.65,12.6,13.89,97.86,98.4,16.61,47.11,49.85,97.01,83.96,83.97,13.05,15.31,0.3,12.63,102,104.47,135.6,-2.05,13.51,11.38,31.14,2.13,0.74,29.81,2.13,0,0.49,1.29,0.75,12.65,13.44,13.89,13.89,100.68,98.38,134.9,134.86,146.13,-1.8,38,31.15,2.14,2.15,2.27,1.36,1.02,1.04,1.12,0.2,0.03 +27.11.2010,12.74,12.63,13.86,97.98,98.45,16.76,47.33,49.92,97.28,84.12,84.12,13.17,15.26,0.3,12.99,101.53,103.82,134.79,-2.13,13.68,11.46,30.98,2.22,0.7,30.07,2.22,0,0.46,1.22,0.71,12.74,13.49,13.86,13.86,100.3,98.45,134.1,134.15,145.5,-1.87,37.77,30.99,2.22,2.23,2.35,1.43,1.09,1.11,1.18,0.2,0.03 +28.11.2010,13.01,12.55,13.72,98.63,99.04,17.05,47.92,50.41,98.19,84.93,84.91,13.25,15.36,0.3,13.2,102.03,104.34,133.91,-2.2,13.85,11.64,29.56,2.38,0.66,28.47,2.37,0,0.43,1.18,0.66,13.02,13.55,13.72,13.72,100.77,99.04,133.67,135.25,146.88,-2.11,37.93,29.56,2.38,2.39,2.51,1.68,1.35,1.36,1.44,0.2,0.02 +29.11.2010,12.52,12.99,14.11,97.52,98.06,16.72,46.91,49.01,96.39,83.34,83.39,13.09,15.18,0.3,13.02,101.33,103.65,126.26,-2.35,13.81,11.46,22.54,1.84,0.63,21.93,1.84,0,0.42,1.08,0.61,12.48,13.53,14.11,14.13,99.82,98.02,126.07,127.82,139.28,-2.26,37.63,22.55,1.85,1.86,1.99,1.1,0.76,0.78,0.86,0.2,0.02 +30.11.2010,12.38,13.16,14.16,96.48,97.02,16.87,46.41,48.17,95.08,82.24,82.29,12.89,15,0.3,13.04,100.08,102.43,124.01,-2.41,13.93,11.68,21.52,2.31,0.61,24.8,2.3,0,0.41,0.96,0.75,12.35,13.6,14.16,14.18,98.58,96.98,124.65,129.35,141.23,-2.66,37.17,21.5,2.3,2.27,1.9,-0.06,-0.45,-0.49,-0.73,0.2,0.02 +01.12.2010,12.49,13.08,14,96.28,96.71,17.03,46.46,48.37,95.01,82.26,82.27,12.78,14.95,0.3,13.29,99.01,101.27,127.92,-2.39,14.07,11.8,26.65,2.08,0.63,27.83,2.08,0,0.4,0.9,1.04,12.49,13.73,14,14.01,97.94,96.7,128.27,132.4,144.41,-2.59,36.82,26.65,2.09,2.09,1.98,0.59,0.23,0.22,0.16,0.2,0.02 +02.12.2010,12.18,13.86,14.69,95.18,95.71,17.43,45.8,46.66,92.98,80.42,80.47,12.62,14.77,0.3,13.22,98.5,101.01,121.5,-2.52,14.08,11.65,20.39,1.82,0.63,19.72,1.82,0,0.41,0.8,1.66,12.15,14.27,14.7,14.71,96.84,95.67,121.78,125.33,137.1,-2.65,36.58,20.4,1.82,1.83,1.97,1.08,0.75,0.77,0.86,0.2,0.02 +03.12.2010,11.44,13.92,14.88,87.96,88.44,17.97,41.51,42.14,84.48,72.98,73.05,11.59,13.69,0.3,12.04,91.21,93.72,108.53,-2.26,12.6,10.5,14.66,1.38,0.59,15.6,1.38,0,0.4,0.9,2.07,11.39,14.14,14.88,14.9,89.65,88.44,109.28,113.97,124.67,-2.55,33.72,14.66,1.38,1.38,1.39,0.23,-0.1,-0.1,-0.1,0.2,0.02 +04.12.2010,10.76,9.86,10.64,71.85,71.67,16.14,35.43,36.51,70.9,61.39,61.26,9.4,11.29,0.3,13.01,70.07,72.55,83.98,-2.64,12.69,10.55,11.08,1.22,0.54,13.2,1.22,0,0.38,0.87,1.96,10.82,11.73,10.64,10.6,69.33,71.9,86.6,97.57,108.74,-3.6,25.14,11.07,1.22,1.2,1.09,-0.26,-0.62,-0.64,-0.71,0.2,0.02 +05.12.2010,11.22,9.17,9.88,70.43,70.35,16.55,35.94,35.73,70.11,60.79,60.63,9.16,11.15,0.3,12.81,68.63,71.1,81.28,-2.68,12.85,10.66,9.96,0.81,0.54,11.48,0.81,0,0.36,0.85,1.95,11.33,11.65,9.88,9.82,68.13,70.5,83.73,94.7,105.99,-3.64,24.72,9.96,0.81,0.81,0.81,-0.27,-0.62,-0.62,-0.62,0.2,0.02 +06.12.2010,12.32,10.25,11.03,75.66,75.65,18.36,39.27,37.26,74.92,64.88,64.72,9.88,11.93,0.3,12.43,75.06,77.78,93.26,-2.43,12.54,10.36,15.46,1.14,0.56,17.27,1.14,0,0.36,0.92,2.1,12.44,12.83,11.02,10.96,74.64,75.77,94.25,100.47,111.13,-2.88,27.28,15.45,1.14,1.13,1,-0.43,-0.8,-0.81,-0.9,0.2,0.02 +07.12.2010,13.85,13.75,14.66,91.44,91.82,20.9,46.76,43.3,89.22,76.89,76.82,12.25,14.27,0.3,12.93,93.54,95.9,107.57,-2.63,13.92,11.37,11.73,0.92,0.53,11.19,0.92,0,0.38,0.98,2.45,13.92,15.49,14.66,14.63,92.78,91.78,107.66,111.22,122.7,-2.74,34.54,11.75,0.92,0.95,1.19,0.43,0.11,0.14,0.3,0.2,0.02 +08.12.2010,13.82,17.12,18.15,99.75,100.5,22.36,49.23,44.39,94.58,81.49,81.57,13.2,15.59,0.3,13.34,103.9,106.3,117.74,-2.75,14.78,12,11.56,1.2,0.53,13.46,1.2,0,0.41,0.97,2.6,13.79,17.26,18.15,18.17,102.43,100.36,117.23,119.17,131.22,-2.67,38.65,11.56,1.2,1.21,1.11,-0.29,-0.61,-0.62,-0.67,0.2,0.02 +09.12.2010,13.57,18.25,19.36,100.81,101.68,23.14,49.3,43.45,94.36,81.2,81.37,13.32,15.67,0.3,13.26,105.55,108.25,121.25,-2.7,14.71,11.77,13.12,1.23,0.53,13.2,1.23,0,0.4,0.98,2.71,13.47,17.75,19.37,19.42,103.79,101.52,119.68,117.57,129.05,-2.15,39.43,13.13,1.23,1.25,1.37,0.45,0.11,0.13,0.21,0.2,0.02 +10.12.2010,13.67,17.47,18.5,97.75,98.3,23.21,48.58,42.61,91.99,79.16,79.22,12.93,15.19,0.3,13.69,100.84,103.33,114.55,-2.74,14.53,11.75,11.19,1.24,0.51,11.89,1.24,0,0.41,0.96,3.09,13.62,17.61,18.5,18.52,99.39,98.26,114.1,115.66,127.41,-2.61,37.44,11.19,1.25,1.26,1.28,0.32,-0.03,-0.02,0,0.2,0.02 +11.12.2010,14.64,16.27,17.78,97.66,98.18,24.24,49.54,43.25,92.24,80,79.92,12.19,15.57,0.3,13.67,100.99,105.89,121.67,-2.55,14.24,11.56,15.92,1.78,1.22,17.39,1.78,0,0.73,1.57,3.5,14.7,17.72,17.78,17.75,99.59,98.25,120.63,120.32,131.74,-2.23,37.48,15.91,1.78,1.77,1.56,-0.04,-0.41,-0.44,-0.57,0.2,0.3 +12.12.2010,14.67,16.44,18.44,98.89,99.86,24.49,50.3,43.33,93.2,80.52,80.47,12.64,15.67,0.3,13.54,103.33,107.46,125.43,-2.44,14.04,11.35,18.11,1.53,1.19,18.9,1.53,0,1.08,2.05,3.7,14.7,17.91,18.44,18.42,101.55,99.9,123.83,121.39,132.45,-1.89,38.62,18.09,1.53,1.51,1.27,-0.39,-0.77,-0.8,-0.96,0.2,0.43 +13.12.2010,14.65,17.95,19.58,102.74,103.68,24.82,51.62,44.77,96.74,83.1,83.14,13.69,15.94,0.3,13.4,107.52,110.26,134.38,-2.39,14.37,11.74,24.27,1.53,0.94,21.92,1.53,0,0.77,1.61,3.72,14.63,18.68,19.59,19.6,105.86,103.61,132.72,130.18,141.61,-1.83,40.33,24.29,1.53,1.55,1.78,1.15,0.83,0.85,1,0.2,0.11 +14.12.2010,14.44,18.37,19.68,103.74,104.53,24.48,51.69,45.27,97.67,83.97,84.03,13.79,16.09,0.3,13.59,108.4,110.83,132.89,-2.48,14.56,11.86,22.13,1.42,0.87,20.96,1.42,0,0.61,1.26,3.53,14.4,18.7,19.68,19.71,106.66,104.46,131.46,129.63,141.26,-2,40.57,22.14,1.42,1.44,1.57,0.72,0.39,0.41,0.51,0.2,0.05 +15.12.2010,14.79,17.87,19.05,102.99,103.59,24.75,51.86,45.48,97.6,83.9,83.92,13.73,15.93,0.3,13.54,106.77,109.21,132.02,-2.38,14.21,11.58,22.89,1.63,0.8,21.82,1.63,0,0.55,1.16,3.48,14.78,18.59,19.05,19.06,105.57,103.58,130.47,128.01,139.3,-1.83,39.95,22.9,1.63,1.65,1.77,0.95,0.62,0.64,0.71,0.2,0.03 +16.12.2010,14.2,17.27,18.38,101.21,101.75,23.44,50.63,45.41,96.27,82.8,82.82,13.49,15.66,0.3,13.52,105.01,107.43,124.98,-2.49,14.22,11.74,17.49,1.44,0.76,16.48,1.44,0,0.52,1.08,3.59,14.18,18.06,18.38,18.39,103.46,101.75,124.91,127.26,139.05,-2.48,39.18,17.5,1.44,1.46,1.59,0.81,0.55,0.56,0.65,0.2,0.03 +17.12.2010,13.83,16.46,17.57,97.8,98.22,22.66,48.95,44.34,93.25,80.25,80.24,12.99,15.18,0.3,13.8,100.17,102.62,125.33,-2.5,14.24,11.68,22.77,1.95,0.75,24.67,1.94,0,0.53,1.12,3.65,13.84,17.46,17.57,17.56,99.13,98.26,124.72,125.63,137.26,-2.33,37.33,22.75,1.95,1.93,1.7,-0.02,-0.28,-0.3,-0.45,0.2,0.03 +18.12.2010,12.28,15.33,16.44,92.9,93.39,19.71,44.96,43.46,88.72,76.42,76.45,12.33,14.43,0.3,13.75,94.97,97.36,116.25,-2.68,14.34,11.65,18.8,1.34,0.7,17.29,1.34,0,0.5,1.08,3.52,12.24,16.09,16.44,16.45,93.62,93.41,116.08,118.18,129.83,-2.62,35.19,18.82,1.34,1.37,1.61,1.06,0.75,0.78,0.94,0.2,0.02 +19.12.2010,12.73,16.39,17.37,95.06,95.71,21.09,46.5,42.75,89.98,77.62,77.67,12.46,14.86,0.3,13.69,97.92,100.22,115.99,-2.8,14.7,11.69,15.88,1.18,0.64,18.59,1.18,0,0.47,0.94,3.3,12.71,16.75,17.37,17.39,96.49,95.64,114.58,113.2,124.67,-2.33,36.56,15.86,1.18,1.17,0.95,-0.56,-0.93,-0.96,-1.1,0.2,0.02 +20.12.2010,12.91,15.68,16.73,93.89,94.41,21.14,46.61,42.64,89.53,77.12,77.14,12.44,14.57,0.3,13.03,96.5,98.86,114.24,-2.49,13.61,10.79,15.49,1.01,0.64,14.6,1.01,0,0.47,1.02,3.23,12.9,16.46,16.73,16.74,95.53,94.39,112.23,108.42,118.8,-1.77,36.08,15.5,1.01,1.02,1.15,0.32,0.02,0.04,0.12,0.2,0.02 +21.12.2010,12.66,14.88,15.84,90.64,91.02,20.49,45.05,41.89,86.89,74.82,74.81,12.06,14.04,0.3,12.55,92.92,95.28,107.25,-2.4,12.95,10.3,12.03,1.16,0.6,13.15,1.16,0,0.45,0.96,3.21,12.66,15.84,15.84,15.83,92.05,91.06,105.7,103.12,113.1,-1.83,34.53,12.03,1.16,1.16,1.17,0.07,-0.24,-0.24,-0.24,0.2,0.02 +22.12.2010,13.14,14.8,15.7,90.3,90.62,21.29,45.45,41.58,86.67,74.66,74.62,11.97,14.04,0.3,13.37,91.75,94.06,108.2,-2.67,13.92,11.18,14.18,1.41,0.57,14.98,1.41,0,0.44,0.93,3.21,13.17,16,15.7,15.69,90.84,90.66,107.54,108.41,119.51,-2.46,33.95,14.18,1.41,1.41,1.42,0.4,0.05,0.05,0.06,0.2,0.02 +23.12.2010,14.68,14.77,15.69,93.54,93.72,23.38,48.46,43.32,90.53,78.04,77.91,12.36,14.57,0.3,13.58,94.5,97.35,114.66,-2.54,13.83,11.12,17.41,1.75,0.64,17.73,1.75,0,0.48,1.02,3.27,14.77,16.79,15.68,15.64,94.22,93.81,113.46,112.54,123.46,-2.14,35.14,17.42,1.75,1.75,1.75,0.74,0.44,0.44,0.44,0.2,0.03 +24.12.2010,14.86,17.32,18.33,98.9,99.48,24.89,50.88,42.47,93.59,80.57,80.57,13.06,15.41,0.3,13.17,102.42,105.1,119.73,-2.51,14.05,11.43,14.74,1.67,0.65,15.98,1.67,0,0.5,1.03,3.17,14.87,18.16,18.33,18.32,101.33,99.43,118.81,119.09,130.46,-2.26,38.26,14.74,1.67,1.67,1.57,0.35,-0.01,-0.03,-0.09,0.2,0.04 +25.12.2010,14.96,17.37,18.34,98.71,99.19,25.15,51.07,42.4,93.63,80.34,80.36,13.3,15.21,0.3,13.14,102,103.97,117.89,-2.48,13.8,11.16,13.97,1.24,0.59,13.76,1.24,0,0.46,0.96,3,14.95,18.11,18.34,18.35,100.86,99.18,116.8,116.01,126.97,-2.09,38,13.98,1.24,1.25,1.37,0.74,0.44,0.46,0.54,0.2,0.03 +26.12.2010,13.79,17.4,18.38,97.91,98.51,23.33,49.52,42.24,92.48,79.43,79.5,13.13,15.11,0.3,13.38,101.62,103.59,115.53,-2.7,14.39,11.7,11.92,1.19,0.56,12.8,1.19,0,0.41,0.91,3.04,13.74,17.52,18.38,18.41,99.86,98.44,115.35,117.71,129.43,-2.65,37.76,11.92,1.19,1.19,1.19,0.31,-0.04,-0.04,-0.04,0.2,0.02 +27.12.2010,14.15,16.76,17.72,96.87,97.24,23.56,49.45,42.62,92.05,79.18,79.16,12.88,15.02,0.3,13.4,99.24,101.33,114.76,-2.57,13.91,11.29,13.45,1.38,0.57,14.13,1.38,0,0.44,0.97,3.31,14.17,17.54,17.72,17.71,98.4,97.26,114.19,115.36,126.61,-2.41,36.93,13.46,1.38,1.4,1.42,0.38,0.04,0.05,0.07,0.2,0.02 +28.12.2010,14.6,16.47,17.41,95.97,96.3,24.22,49.61,42.26,91.55,78.61,78.58,12.91,14.79,0.3,13.26,98.34,100.44,113.28,-2.52,13.71,11.19,12.85,1.47,0.58,14.72,1.47,0,0.44,0.97,3.38,14.62,17.67,17.41,17.39,97.37,96.34,113.06,115.04,126.22,-2.45,36.52,12.84,1.47,1.45,1.33,-0.02,-0.37,-0.39,-0.47,0.2,0.02 +29.12.2010,14.47,16.98,17.92,96.69,97.15,24.32,49.7,41.88,91.64,78.76,78.77,12.88,14.96,0.3,13.34,99.52,101.53,114.39,-2.62,14.11,11.57,12.83,1.36,0.55,13.67,1.35,0,0.43,0.95,3.35,14.47,17.84,17.92,17.93,98.35,97.14,114.61,118.16,129.83,-2.72,36.98,12.83,1.35,1.35,1.35,0.31,0.02,0.01,0.01,0.2,0.02 +30.12.2010,14.03,17.16,18.08,96.17,96.69,23.81,49.06,41.31,90.76,78.03,78.07,12.77,14.89,0.3,13.43,98.85,101,121.14,-2.56,14.29,11.73,20.19,1.94,0.55,20.6,1.94,0,0.41,0.89,3.33,14,17.71,18.09,18.1,97.75,96.65,120.87,122.93,134.67,-2.5,36.81,20.19,1.94,1.94,1.93,0.88,0.53,0.53,0.52,0.2,0.02 +31.12.2010,14.34,16.49,17.49,95.94,96.3,23.88,49.24,42.07,91.12,78.48,78.46,12.62,14.9,0.3,13.27,98.65,101.49,116.87,-2.48,13.77,11.29,15.34,1.37,0.6,14.19,1.37,0,0.42,1.01,3.37,14.35,17.58,17.49,17.48,97.49,96.32,116.67,118.61,129.91,-2.42,36.64,15.36,1.37,1.4,1.64,0.93,0.61,0.64,0.8,0.2,0.03 +01.01.2011,14.82,16.68,17.74,97.08,97.54,24.71,50.07,42.21,91.95,79.39,79.36,12.52,15.21,0.3,13.07,100.07,104.31,125.97,-2.22,13.56,11.16,21.8,2.05,0.74,23.39,2.05,0,0.54,1.08,3.56,14.85,18.06,17.73,17.72,99.23,97.56,124.75,123.48,134.43,-1.83,37.38,21.79,2.05,2.02,1.77,0.18,-0.14,-0.17,-0.34,0.2,0.08 +02.01.2011,14.99,17.35,18.45,98.12,98.64,25.37,50.75,42.07,92.59,79.7,79.68,12.86,15.27,0.3,13.15,101.61,104.48,123.64,-2.32,13.74,11.42,19.12,1.52,0.72,17.12,1.52,0,0.57,1.12,3.86,15.01,18.57,18.45,18.44,100.33,98.66,123.43,125.23,136.64,-2.27,37.83,19.14,1.52,1.54,1.79,1.26,0.94,0.96,1.13,0.2,0.09 +03.01.2011,14.85,17.52,18.58,98,98.46,25.2,50.64,42.05,92.51,79.44,79.43,13.05,15.17,0.3,13.34,101.06,103.57,121.69,-2.43,13.93,11.59,18.09,1.67,0.66,19.4,1.67,0,0.51,1.08,3.99,14.86,18.65,18.58,18.58,99.84,98.47,121.93,125.38,137.09,-2.56,37.56,18.08,1.66,1.66,1.54,0.13,-0.24,-0.25,-0.32,0.2,0.04 +04.01.2011,14.69,17.5,18.52,98.59,99.04,24.74,50.74,42.63,93.24,80.08,80.07,13.15,15.25,0.3,13.48,101.69,104,120.88,-2.52,14.13,11.7,16.84,1.5,0.64,17.53,1.5,0,0.47,1.03,3.98,14.7,18.57,18.52,18.52,100.37,99.04,121.09,124.53,136.34,-2.64,37.75,16.84,1.5,1.5,1.5,0.33,0.01,0.01,0.01,0.2,0.03 +05.01.2011,14.2,17.16,18.13,97.27,97.71,23.78,49.76,42.24,92.08,79.13,79.14,12.96,15.06,0.3,13.77,99.77,101.98,117.53,-2.69,14.44,11.84,15.49,1.37,0.6,16.38,1.37,0,0.44,0.96,3.74,14.19,18.04,18.13,18.14,98.57,97.72,117.76,121.37,133.32,-2.81,36.93,15.49,1.37,1.37,1.38,0.2,-0.15,-0.15,-0.14,0.2,0.02 +06.01.2011,14.49,16.5,17.47,97.97,98.34,23.55,50.1,43.47,93.39,80.55,80.52,12.83,15.33,0.3,14.74,99.58,102.4,120.07,-2.96,15.43,12.5,17.69,1.68,0.67,17.8,1.68,0,0.45,0.99,3.09,14.51,17.52,17.47,17.45,98.48,98.36,119.95,123.07,135.66,-3,36.91,17.69,1.68,1.71,1.74,0.64,0.3,0.31,0.35,0.2,0.03 +07.01.2011,15.3,16.18,17.57,102.04,102.72,24.25,51.94,46.01,97.26,84.57,84.5,12.62,16.32,0.3,15.56,104.66,109.85,133.73,-3.03,16.37,13.09,24.08,1.95,1.26,22.68,1.95,0,0.8,1.45,3.04,15.35,17.73,17.57,17.55,103.03,102.75,132.03,130.18,142.96,-2.49,39.13,24.08,1.95,1.96,1.96,0.77,0.42,0.42,0.43,0.2,0.34 +08.01.2011,15.13,18.06,19.78,105.76,106.83,25.14,53.39,45.88,99.49,85.94,85.97,13.57,16.69,0.3,14.82,110.63,114.56,144.63,-2.61,15.76,12.89,30.27,2.09,1.39,29.89,2.09,0,0.94,1.72,3.77,15.13,18.97,19.78,19.79,108.31,106.77,142.91,140.5,153.07,-2.05,41.58,30.26,2.09,2.08,1.95,0.53,0.16,0.15,0.06,0.2,0.37 +09.01.2011,15.43,17.92,19.97,105.31,106.35,25.86,53.67,45.49,99.03,85.36,85.35,13.66,16.54,0.3,14.15,110.65,114,148.61,-2.1,14.71,12.54,34.68,2.15,1.75,32.4,2.1,0.05,1.09,2.06,3.94,15.44,19.22,19.97,19.96,108.29,106.37,147.91,148.09,160.54,-1.9,41.63,34.68,2.15,2.16,2.15,1.09,0.8,0.8,0.8,0.2,0.35 +10.01.2011,15.37,17.91,20.01,105.09,106.07,25.78,53.67,45.74,99.22,85.11,85.1,14.09,16.3,0.3,13.81,110.41,112.81,145.36,-2.02,14.35,12.41,32.48,1.81,1.6,29.68,1.78,0.03,1.03,2.11,4.06,15.38,19.25,20.01,20,108.11,106.09,145.59,148.55,161.07,-2.14,41.39,32.49,1.81,1.82,1.95,1.1,0.77,0.78,0.87,0.2,0.18 +11.01.2011,15.21,18.22,19.96,105.74,106.54,25.35,53.66,46.2,99.88,85.78,85.78,14.1,16.43,0.3,14.85,109.52,111.9,143.72,-2.58,15.67,13.09,31.8,2.06,1.36,30.21,2.06,0,0.79,1.74,3.94,15.21,19.19,19.96,19.96,107.68,106.53,143.5,145.61,158.71,-2.54,41.02,31.8,2.06,2.06,2.06,0.97,0.7,0.7,0.7,0.2,0.08 +12.01.2011,15.12,18.64,20.29,108.71,109.49,24.87,54.53,48.24,102.83,88.43,88.42,14.42,16.93,0.3,14.85,113,115.59,145.74,-2.52,15.62,13.04,30.19,2,1.26,28.72,2,0,0.73,1.65,4.2,15.12,19.43,20.29,20.29,111.16,109.47,145.12,146.11,159.1,-2.36,41.47,30.19,2,2.01,2.03,0.95,0.6,0.6,0.62,0.2,0.07 +13.01.2011,14.61,18.33,20.18,110.36,111.11,23.44,54.23,50.22,104.49,90.2,90.18,14.31,17.35,0.3,15.16,114.64,118.16,150.9,-2.51,15.92,13.29,32.84,2.11,1.37,30.68,2.11,0,0.77,1.86,4.44,14.61,19.18,20.18,20.18,112.87,111.12,149.87,149.78,162.96,-2.23,41.3,32.84,2.12,2.14,2.18,1.14,0.8,0.81,0.85,0.2,0.15 +14.01.2011,14.6,17.88,21.06,115.72,116.89,22.86,55.96,54.03,109.57,94.75,94.69,14.79,18.31,0.3,14.44,122.45,126.93,166.49,-1.7,14.98,12.96,39.83,2.85,1.94,37.02,2.39,0.46,1.25,3.24,4.94,14.64,19.21,21.06,21.04,120.32,116.9,164.39,160.28,172.9,-1.06,44.76,39.83,2.85,2.89,2.83,1.57,1.25,1.24,1.24,0.2,0.46 +15.01.2011,15.17,16.4,20.39,118.57,119.9,22.57,57.51,56.6,113.99,98.18,98.17,15.8,18.52,0.3,14.28,126.28,129.57,171.44,-1.5,14.94,13.01,42.08,3.42,2,39.33,2.35,1.07,1.3,3.99,2.26,15.18,17.48,20.39,20.39,123.74,119.88,168.83,162.47,174.94,-0.61,46.2,42.07,3.42,3.41,3.29,1.83,1.49,1.48,1.4,0.2,0.32 +16.01.2011,15.85,16.35,19.41,119.18,120.23,22.92,58.35,57.4,115.77,99.76,99.76,16.02,18.5,0.3,13.39,127.02,129.67,172.48,-0.81,13.86,12.7,42.94,2.72,1.65,39.01,2.2,0.52,1.02,3.05,1.31,15.85,17.31,19.41,19.42,124.92,120.22,170.35,164.63,176.9,-0.07,46.31,42.94,2.72,2.73,2.84,1.95,1.63,1.64,1.72,0.2,0.11 +17.01.2011,15.76,16.7,19.1,118.9,119.9,22.65,58.22,57.1,115.71,99.74,99.78,16,18.51,0.3,16.01,124.3,126.87,171.44,-2.34,17.12,14.6,44.62,2.59,1.41,41.25,2.33,0.26,0.89,2.36,1.17,15.74,17.34,19.1,19.11,122,119.87,170.24,169,183.38,-1.94,45.1,44.63,2.59,2.6,2.71,1.7,1.42,1.43,1.51,0.2,0.07 +18.01.2011,15.73,16.99,19.08,119.79,120.83,22.49,58.49,57.63,116.69,100.62,100.67,16.13,18.71,0.3,21.15,120.45,122.94,165.74,-4.66,23.02,18.28,42.79,2.95,1.28,40.27,2.42,0.53,0.86,2.05,1.04,15.7,17.38,19.09,19.11,118.01,120.76,165.11,167.93,186.13,-4.46,43.71,42.79,2.95,2.95,2.97,1.87,1.52,1.52,1.53,0.2,0.06 +19.01.2011,15.62,16.56,18.51,118.53,119.52,22.08,57.96,57.5,115.89,99.96,100,15.98,18.51,0.3,22.04,117.68,120.33,163.65,-4.7,22.96,18.18,43.34,3.19,1.19,42.13,2.61,0.58,0.89,1.91,0.97,15.59,17.05,18.51,18.53,115.58,119.49,162.95,165.69,183.77,-4.49,42.8,43.33,3.19,3.18,3.06,1.58,1.23,1.21,1.14,0.2,0.07 +20.01.2011,15.44,15.99,17.91,116.76,117.71,21.62,57.21,57.08,114.59,98.81,98.84,15.81,18.22,0.3,22.19,115.22,117.74,158.18,-4.76,22.85,18.09,40.39,2.66,1.1,37.47,2.32,0.34,0.91,1.89,0.95,15.42,16.7,17.91,17.92,113.32,117.7,157.96,162.18,180.27,-4.71,41.78,40.4,2.66,2.67,2.8,1.77,1.54,1.56,1.64,0.2,0.07 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+14.12.2012,6.07,5.36,6.08,43.93,44.12,8.41,21.81,21.41,43.1,37.89,37.86,5.21,7.53,0.3,12.53,39.65,41.78,55.69,-2.83,13.3,10.66,13.86,2.73,0.37,14.02,2.73,0,0.28,0.75,0.53,6.09,6.51,6.08,6.07,38.67,44.15,56.45,62.4,73.36,-3.19,14.37,13.85,2.73,2.75,2.68,1.27,0.82,0.81,0.78,0.2,0.02 +15.12.2012,5.97,5.48,6.42,44.54,44.89,8.34,21.65,21.19,42.81,38.13,38.12,4.68,7.82,0.3,12.97,40.4,44.89,57.09,-3,14.16,11.09,12.23,2.07,0.6,11.08,2.07,0,0.37,0.94,0.67,5.98,6.61,6.42,6.41,39.31,44.9,56.43,57.59,68.59,-2.77,14.83,12.24,2.07,2.09,2.21,1.23,0.8,0.82,0.91,0.2,0.18 +16.12.2012,6.07,4.74,5.63,43.23,43.58,8.1,21.37,21.59,42.4,37.7,37.63,4.65,7.62,0.3,12.87,38.8,42.48,59.44,-2.78,13.28,10.43,17,2.8,0.66,15.64,2.8,0,0.52,0.95,0.79,6.11,6.34,5.63,5.61,37.85,43.63,58.75,59.62,69.96,-2.54,14.16,17,2.8,2.81,2.81,1.55,1.11,1.11,1.11,0.2,0.28 +17.12.2012,6.55,5.21,6.08,45.56,45.88,8.92,22.8,23.07,45.26,39.58,39.52,5.63,7.78,0.3,13.41,40.93,43.25,57.59,-3.08,14.44,11.37,14.33,2.16,0.6,13.9,2.16,0,0.46,0.92,0.9,6.59,6.87,6.08,6.06,39.8,45.93,57.33,59.98,71.35,-3.05,14.97,14.33,2.16,2.16,2.17,0.94,0.53,0.53,0.54,0.2,0.16 +18.12.2012,6.83,7.41,8.33,52.74,53.28,9.89,25.42,24.8,50.64,44.36,44.4,6.33,8.88,0.3,13.88,49.13,52.14,68.86,-3.09,14.83,11.61,16.86,2.42,0.6,17,2.42,0,0.4,0.9,0.85,6.81,8.1,8.33,8.34,47.9,53.23,67.77,68.07,79.55,-2.82,18.31,16.85,2.43,2.43,2.32,0.96,0.51,0.5,0.44,0.2,0.1 +19.12.2012,7.16,7.8,8.8,54.95,55.52,10.58,26.72,25.66,52.84,46.08,46.13,6.81,9.08,0.3,13.62,51.7,54.24,72.78,-2.98,14.39,11.18,18.66,2.41,0.59,17.89,2.41,0,0.42,0.96,0.82,7.13,8.45,8.8,8.82,50.58,55.47,71.16,69.29,80.17,-2.47,19.36,18.66,2.41,2.42,2.42,1.24,0.82,0.82,0.82,0.2,0.07 +20.12.2012,7.37,7.33,8.28,54.15,54.55,10.75,26.72,25.73,52.58,45.86,45.87,6.73,8.92,0.3,13.43,50.71,53.12,75.42,-2.88,13.97,11.01,22.35,2.47,0.56,22.74,2.47,0,0.37,0.94,0.72,7.36,8.24,8.28,8.28,49.61,54.54,74.66,75.55,86.46,-2.68,18.86,22.34,2.47,2.46,2.33,0.89,0.48,0.46,0.38,0.2,0.03 +21.12.2012,7.31,7.26,8.18,57.01,57.39,9.77,27.29,28.74,56.02,48.82,48.82,7.2,9.36,0.3,14.17,53.19,55.3,76.24,-3.12,14.93,11.72,20.96,2.18,0.39,18.48,2.18,0,0.34,0.92,0.75,7.31,8.09,8.18,8.18,52.15,57.37,75.5,76.53,88.14,-2.88,19.75,20.98,2.18,2.2,2.43,1.78,1.41,1.44,1.59,0.2,0.02 +22.12.2012,7.32,6.64,7.48,57.31,57.54,8.91,27.1,30.43,57.16,49.89,49.85,7.24,9.44,0.3,14.4,52.71,54.63,72.47,-3.14,14.85,11.72,17.81,2.3,0.33,17.05,2.3,0,0.32,0.87,0.83,7.34,7.83,7.47,7.46,52.12,57.57,72.28,75.19,86.96,-3.12,19.57,17.81,2.3,2.3,2.31,1.32,0.93,0.93,0.94,0.2,0.01 +23.12.2012,7.39,8.11,8.98,61.61,62,9.42,28.53,31.16,60.06,52.63,52.63,7.49,10.16,0.3,14.16,58.54,61.59,78.25,-3.09,14.81,11.86,16.66,2.05,0.33,15.65,2.05,0,0.33,0.87,0.88,7.38,8.67,8.98,8.98,57.59,61.98,78.65,83.92,96.04,-3.35,21.85,16.66,2.05,2.08,2.13,1.27,0.88,0.89,0.95,0.2,0.02 +24.12.2012,7.63,9.3,10.43,66.47,67.16,10.38,30.56,32.45,63.86,55.91,56,8.04,10.82,0.3,13.2,66.09,69.71,89.65,-2.85,14.24,11.08,20.15,2.67,0.56,18.09,2.67,0,0.39,1.05,0.89,7.58,9.35,10.43,10.46,64.43,67.05,87.57,84.08,94.76,-2.11,24.95,20.15,2.67,2.67,2.66,1.65,1.26,1.26,1.25,0.2,0.17 +25.12.2012,7.7,9.16,10.21,64.99,65.52,10.8,30.56,31.67,62.95,54.68,54.75,8.35,10.41,0.3,13.62,63.41,65.83,83.21,-2.98,14.45,11.32,17.39,2.16,0.48,16.48,2.16,0,0.36,0.98,0.8,7.66,9.22,10.21,10.23,61.91,65.46,82.14,81.88,93.02,-2.61,23.79,17.39,2.16,2.17,2.18,1.3,0.91,0.91,0.93,0.2,0.07 +26.12.2012,7.89,7.24,8.2,59.78,59.94,10.5,29.06,30.67,59.31,51.66,51.6,7.61,9.73,0.3,14.31,55.39,57.26,76.14,-3.07,14.53,11.46,18.85,2.18,0.51,20.03,2.18,0,0.35,1,0.8,7.92,8.33,8.2,8.18,54.87,60.02,75.95,78.7,90.18,-3.03,20.7,18.83,2.18,2.16,1.93,0.5,0.08,0.05,-0.09,0.2,0.05 +27.12.2012,7.9,7,7.98,60.04,60.27,10.14,29.02,31.21,59.79,52.13,52.08,7.61,9.79,0.3,14.18,56.29,58.77,84.26,-3.01,14.55,11.47,25.57,2.75,0.54,23.07,2.75,0,0.34,1.01,0.83,7.92,8.31,7.98,7.96,55.42,60.3,83.51,84.53,95.9,-2.78,21.1,25.58,2.75,2.77,2.89,2.16,1.78,1.8,1.88,0.2,0.05 +28.12.2012,7.91,8.35,9.34,64.17,64.67,10.47,30.37,32.17,62.84,54.77,54.81,8.09,10.37,0.3,13.66,62.17,64.11,85.4,-2.96,14.36,11.4,21.29,2.09,0.4,19.52,2.09,0,0.36,0.97,0.83,7.89,9.02,9.34,9.35,60.99,64.61,85.09,87.38,98.77,-2.88,23.32,21.3,2.09,2.1,2.22,1.54,1.16,1.17,1.25,0.2,0.03 +29.12.2012,8.1,8.72,9.64,66.07,66.54,10.74,31.25,33.09,64.67,56.37,56.41,8.33,10.6,0.3,12.82,64.86,66.76,87.15,-2.68,13.32,10.57,20.43,2.58,0.36,19.32,2.58,0,0.36,0.89,0.84,8.07,9.27,9.64,9.66,63.93,66.5,86.44,87.07,97.53,-2.44,24.39,20.43,2.58,2.57,2.57,1.56,1.17,1.17,1.17,0.2,0.02 +30.12.2012,7.74,8.68,9.61,64.58,65.05,10.4,30.37,31.96,62.87,54.89,54.95,8.04,10.39,0.3,11.89,64.37,66.53,86.42,-2.44,12.39,9.95,19.89,2.33,0.35,20,2.33,0,0.34,0.88,0.83,7.71,9.08,9.61,9.63,63.15,65.01,86.16,88.02,97.96,-2.37,24.14,19.88,2.33,2.33,2.22,0.93,0.52,0.51,0.45,0.2,0.01 +31.12.2012,7.81,6.05,6.86,56.88,56.88,9.84,27.91,30.28,57.34,50.15,50.06,7.1,9.21,0.3,11.79,54.2,56.6,75.13,-2.37,11.63,9.35,18.41,2.15,0.33,16.97,2.15,0,0.32,0.88,0.9,7.86,7.9,6.86,6.83,53.78,57,75.36,78.55,87.99,-2.46,20.11,18.42,2.15,2.16,2.27,1.33,0.95,0.97,1.04,0.2,0.01 +01.01.2013,7.88,6.33,7.08,57.38,57.46,9.95,28.04,30.4,57.62,50.43,50.34,7.1,9.34,0.3,11.61,55.28,57.49,74.2,-2.38,11.69,9.48,16.65,2.09,0.33,17.24,2.09,0,0.3,0.83,1.04,7.94,8.09,7.08,7.05,54.7,57.53,74.86,79.76,89.47,-2.67,20.53,16.64,2.09,2.08,1.98,0.63,0.23,0.22,0.15,0.2,0.02 +02.01.2013,7.92,9.09,10,66.12,66.71,10.63,30.95,32.57,64.11,56.03,56.09,8.15,10.67,0.3,10.68,67.2,69.64,92.63,-2.11,11.51,9.25,23.17,2.66,0.33,22.11,2.66,0,0.33,0.86,0.9,7.89,9.38,10.01,10.03,66.34,66.61,91.43,90.37,99.46,-1.75,25.47,23.17,2.66,2.67,2.68,1.56,1.13,1.14,1.15,0.2,0.03 +03.01.2013,7.73,9.43,10.41,65.95,66.54,10.86,30.92,31.55,63.36,55.41,55.5,8.05,10.68,0.3,11.71,66.63,69.55,88.75,-2.46,12.56,10.02,19.19,2.03,0.37,17.69,2.03,0,0.37,0.9,0.93,7.68,9.52,10.41,10.44,65.12,66.46,88.08,88.64,98.58,-2.24,25.01,19.2,2.03,2.05,2.19,1.28,0.75,0.76,0.86,0.2,0.06 +04.01.2013,7.75,8.76,9.74,63.07,63.48,10.99,29.97,30.14,60.55,53.3,53.32,7.3,10.39,0.3,12.31,62.05,65.72,90.87,-2.54,12.93,10.32,25.23,2.56,0.47,24.62,2.56,0,0.39,0.96,1.02,7.73,9.24,9.74,9.75,61.12,63.48,90.14,91.17,101.53,-2.38,23.36,25.23,2.57,2.6,2.54,1.21,0.65,0.65,0.64,0.2,0.08 +05.01.2013,8.31,7,7.9,59.38,59.56,11.31,29.51,30.28,59.02,51.6,51.52,7.34,9.66,0.3,12.36,57.04,60.06,87.03,-2.47,12.47,9.85,27,2.6,0.46,24.6,2.6,0,0.43,0.96,1.01,8.37,8.62,7.9,7.87,56.34,59.65,85.93,85.12,94.79,-2.09,21.32,27,2.6,2.61,2.73,1.87,1.32,1.33,1.41,0.2,0.07 +06.01.2013,8.09,7.61,8.52,60.58,60.91,11.03,29.54,30.23,59.57,52.1,52.07,7.46,9.85,0.3,12.17,59.01,61.92,84.88,-2.56,12.72,10.28,22.91,2.19,0.45,22.21,2.19,0,0.38,0.94,0.88,8.1,8.75,8.52,8.51,58.13,60.92,85.2,89.45,99.92,-2.76,22.11,22.91,2.19,2.2,2.22,1.2,0.67,0.67,0.69,0.2,0.05 +07.01.2013,8.11,7.42,8.31,60.72,61.04,10.79,29.58,30.69,60.07,52.46,52.43,7.6,9.9,0.3,13.04,58.23,60.68,87.83,-2.73,13.48,10.79,27.17,2.72,0.43,26.7,2.72,0,0.4,0.91,0.63,8.13,8.58,8.31,8.29,57.42,61.06,87.69,90.74,101.63,-2.77,21.82,27.17,2.72,2.73,2.63,1.2,0.66,0.65,0.61,0.2,0.05 +08.01.2013,7.94,8.1,9.17,62.46,63.05,10.81,29.78,30.52,60.48,53.28,53.29,7.23,10.39,0.3,13.63,60.62,64.59,95.39,-2.86,14.28,11.36,30.89,2.43,0.68,29.06,2.43,0,0.55,1.06,0.7,7.93,8.81,9.17,9.17,59.37,63.03,94.67,96.05,107.36,-2.72,22.8,30.89,2.43,2.45,2.47,1.47,0.95,0.96,0.98,0.2,0.16 +09.01.2013,7.88,9.46,10.62,68.32,69.1,10.67,31.57,33.33,65.68,57.6,57.67,8.18,11.17,0.3,12.56,68.88,72.52,104.15,-2.51,13.36,10.65,31.78,2.46,0.71,29.43,2.46,0,0.53,1.1,0.83,7.84,9.52,10.62,10.64,67.33,69,102.63,101.23,111.69,-2.11,26.15,31.79,2.46,2.5,2.54,1.75,1.23,1.24,1.3,0.2,0.11 +10.01.2013,7.92,9.01,10.28,67.72,68.42,10.6,31.39,33.51,65.34,57.38,57.42,8.01,11.07,0.3,10.63,69.68,73.29,107.27,-1.76,10.96,8.99,34.1,2.46,0.8,32.03,2.46,0,0.62,1.23,1,7.9,9.39,10.28,10.29,68.43,68.39,105.7,103.1,111.84,-1.31,26.47,34.1,2.46,2.47,2.48,1.47,0.96,0.96,0.98,0.2,0.13 +11.01.2013,8.24,9.49,10.68,71.06,71.82,10.89,32.94,35.69,69.23,60.28,60.35,9.01,11.35,0.3,10.01,74.32,76.87,108.76,-1.66,10.76,8.93,31.96,2.18,0.72,29.73,2.18,0,0.54,1.13,0.88,8.2,9.76,10.68,10.7,72.77,71.74,107.52,105.74,114.47,-1.28,28.29,31.97,2.18,2.2,2.32,1.53,1.04,1.05,1.13,0.2,0.05 +12.01.2013,8.34,9.46,10.59,71.75,72.4,10.92,33.28,36.28,70.15,61.07,61.13,9.14,11.42,0.3,10.35,74.44,76.77,108.97,-1.76,11.09,9.25,32.25,2.48,0.56,33.08,2.48,0,0.47,1.08,0.84,8.3,9.79,10.6,10.62,73.07,72.34,108.2,108.04,117.18,-1.53,28.22,32.24,2.48,2.45,2.21,0.71,0.18,0.15,-0.01,0.2,0.03 +13.01.2013,8.31,7.21,8.15,64.82,65.01,10.17,30.87,34.69,65.04,56.76,56.7,8.22,10.36,0.3,11.09,64.76,67.14,97.37,-1.97,11.13,9.32,30.07,2.33,0.39,27.88,2.33,0,0.43,0.98,0.77,8.34,8.6,8.14,8.13,63.75,65.11,98,102.42,111.94,-2.25,24.13,30.08,2.33,2.35,2.47,1.83,1.35,1.36,1.45,0.2,0.02 +14.01.2013,8.25,7.81,8.69,66.34,66.67,10.06,31.1,35.41,66.18,57.7,57.66,8.45,10.6,0.3,11.12,66.57,68.95,97.5,-2.09,11.53,9.6,28.5,2.28,0.35,28.68,2.28,0,0.4,0.91,1.18,8.27,9.09,8.69,8.68,65.69,66.69,98.04,102.59,112.41,-2.37,24.96,28.49,2.28,2.27,2.15,0.81,0.31,0.29,0.22,0.2,0.02 +15.01.2013,8.13,8.38,9.26,67.01,67.38,10.15,31.24,35.1,66.24,57.77,57.76,8.46,10.73,0.3,11.25,67.32,69.64,98.68,-2.13,11.71,9.66,29.01,2.21,0.37,27.25,2.21,0,0.39,0.9,1.47,8.13,9.47,9.26,9.26,66.41,67.39,98.75,101.86,111.63,-2.23,25.26,29.02,2.21,2.23,2.35,1.59,1.12,1.13,1.21,0.2,0.02 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+31.01.2013,8.29,11.43,13.34,70.97,72.1,14.08,33.41,31.58,65.99,57.47,57.58,8.63,11.47,0.3,9.62,75.41,78.61,115.67,-1.46,10.44,8.25,37.35,2.42,1.01,34.95,2.42,0,0.79,1.82,2.16,8.23,11.45,13.34,13.38,73.58,71.98,111.46,99.39,106.73,0.06,28.86,37.35,2.42,2.42,2.42,1.22,0.95,0.95,0.95,0.2,0.16 +01.02.2013,8.71,9.43,10.78,70.06,70.48,12.31,33.19,35.37,68.19,59.37,59.31,8.8,11.24,0.3,9.64,72.43,75.06,116.05,-1.09,9.68,8.31,41.11,2.42,0.78,38.94,2.42,0,0.59,1.39,1.89,8.74,10.5,10.78,10.76,71.57,70.54,114.25,110.08,118.1,-0.54,27.48,41.12,2.42,2.46,2.5,1.47,1.2,1.21,1.27,0.2,0.05 +02.02.2013,9.09,9.17,10.86,76.39,77.24,11.42,35.09,39.59,74.55,65.56,65.54,8.99,12.47,0.3,9.04,81.78,86.44,129.85,-0.63,9.61,8.67,43.65,2.5,1.15,41.96,2.49,0.01,0.8,1.7,1.07,9.1,10.16,10.86,10.85,80.26,77.21,127.77,122.37,130.66,0.01,31.35,43.65,2.5,2.5,2.39,1.05,0.76,0.75,0.68,0.2,0.34 +03.02.2013,8.88,10.6,12.12,80.21,81.1,11.33,36.39,40.84,78.06,67.97,68.05,10.18,12.74,0.3,8.63,86.74,89.41,134.88,-0.26,9.43,8.86,45.63,2.36,0.96,43.1,2.36,0,0.64,1.46,1.05,8.83,10.75,12.12,12.15,84.83,81,132.9,127.31,135.82,0.36,33.13,45.63,2.36,2.37,2.38,1.41,1.13,1.13,1.15,0.2,0.08 +04.02.2013,9.38,8.98,10.42,79.26,79.79,10.74,36.05,42.98,78.64,68.91,68.87,9.69,12.81,0.3,9.97,83.55,87.78,134.74,-0.66,10.23,9.34,47.06,2.62,1.03,44.31,2.62,0,0.67,1.46,1.04,9.41,10.16,10.41,10.4,82.13,79.84,133.2,129.26,138.31,-0.18,31.86,47.06,2.62,2.63,2.65,1.51,1.22,1.23,1.25,0.2,0.19 +05.02.2013,9.52,8.65,10.08,79.29,79.8,10.54,36.44,43.75,79.65,69.29,69.24,10.3,12.59,0.3,10.44,82.48,85.24,128.2,-1.05,10.61,9.48,42.92,2.4,0.92,40.02,2.4,0,0.66,1.48,1.01,9.55,10.02,10.08,10.06,81.46,79.85,127.54,126.63,136,-0.84,31.4,42.93,2.4,2.42,2.55,1.8,1.54,1.55,1.64,0.2,0.08 +06.02.2013,9.52,9.89,11.36,82.39,83.11,11.1,37.66,43.84,81.77,70.98,71.02,10.81,13.01,0.3,11.93,85.1,87.78,135.61,-1.74,12.75,10.92,47.93,2.73,0.8,47.36,2.73,0,0.58,1.44,0.97,9.5,10.71,11.36,11.37,83.79,83.06,134.8,134.4,145.19,-1.48,32.5,47.92,2.73,2.71,2.56,1.04,0.74,0.72,0.62,0.2,0.04 +07.02.2013,9.58,9.63,10.93,82.15,82.7,10.84,37.42,44.49,81.95,71.22,71.22,10.74,12.98,0.3,11.32,85.38,88.05,133.4,-1.36,11.64,10.2,45.35,2.42,0.7,41.31,2.42,0,0.53,1.29,0.87,9.58,10.52,10.93,10.93,83.91,82.7,132.76,132.35,142.47,-1.16,32.41,45.37,2.42,2.45,2.7,2.01,1.75,1.78,1.95,0.2,0.03 +08.02.2013,9.62,9.41,10.59,81.98,82.48,10.59,37.11,44.84,81.91,71.4,71.39,10.5,13.03,0.3,10.19,86.17,89.06,129.74,-0.91,10.45,9.56,40.65,2.34,0.63,38.51,2.34,0,0.52,1.18,0.83,9.63,10.44,10.59,10.59,84.86,82.49,129.59,130.3,139.9,-0.84,32.7,40.65,2.34,2.35,2.37,1.26,0.97,0.97,0.99,0.2,0.03 +09.02.2013,9.78,9.15,10.28,81.84,82.32,10.65,37.28,45.02,82.08,71.6,71.57,10.46,13.03,0.3,10.4,85.78,88.49,126.4,-1.14,10.76,9.71,37.84,2.27,0.58,35.08,2.27,0,0.55,1.15,0.79,9.79,10.37,10.28,10.27,84.48,82.35,126.64,128.79,138.61,-1.18,32.46,37.85,2.27,2.29,2.42,1.53,1.26,1.27,1.36,0.2,0.04 +10.02.2013,9.63,9.45,10.47,81.81,82.35,10.46,37.19,44.87,82.03,71.34,71.34,10.69,12.92,0.3,10.43,85.44,88,124.16,-1.3,10.96,9.74,36.12,2.38,0.52,35.67,2.38,0,0.55,1.02,0.98,9.63,10.56,10.47,10.47,84.38,82.35,124.37,126.56,136.4,-1.33,32.45,36.11,2.38,2.36,2.25,0.84,0.53,0.52,0.44,0.2,0.03 +11.02.2013,9.49,10.34,11.46,81.36,81.94,11.51,37.54,42.81,80.47,69.88,69.9,10.59,12.84,0.3,10.55,84.97,87.58,123.86,-1.37,11.1,9.89,36.22,2.48,0.49,34.72,2.48,0,0.55,1.12,1.93,9.49,11.44,11.46,11.46,83.77,81.93,124.48,128.16,138.25,-1.56,32.2,36.22,2.48,2.48,2.48,1.22,0.93,0.93,0.93,0.2,0.02 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+12.12.2013,6.52,5.96,6.78,43.34,43.6,10.16,21.95,19.74,41.62,36.57,36.56,5.03,7.11,0.3,8.44,42.54,44.97,58.13,-1.79,8.96,7.17,13.13,1.59,0.31,12.74,1.59,0,0.29,0.82,0.37,6.52,6.88,6.78,6.78,41.8,43.61,57.88,59.15,66.33,-1.78,15.06,13.14,1.59,1.6,1.71,0.75,0.69,0.71,0.78,0.2,0.04 +13.12.2013,6.83,5.54,6.3,43.74,43.88,10.31,22.61,20.43,42.62,37.5,37.46,5.08,7.2,0.3,8.92,42.32,44.73,54.25,-1.93,9.39,7.54,9.47,1.43,0.3,10.22,1.43,0,0.25,0.79,0.37,6.86,6.8,6.3,6.28,41.68,43.92,54.42,57.1,64.72,-2,14.92,9.47,1.43,1.43,1.42,0.19,0.15,0.15,0.14,0.2,0.03 +14.12.2013,6.63,5.33,6.1,44.14,44.26,9.6,22.48,21.31,43.35,38.1,38.06,5.2,7.25,0.3,9.19,42.56,44.97,53.93,-1.98,9.63,7.72,8.93,1.44,0.29,9.61,1.44,0,0.23,0.8,0.38,6.65,6.59,6.09,6.08,41.84,44.29,54.09,56.81,64.62,-2.02,14.97,8.93,1.44,1.43,1.43,0.25,0.23,0.23,0.22,0.2,0.03 +15.12.2013,6.8,4.84,5.59,43.97,44,9.54,22.55,21.92,43.73,38.49,38.42,5.16,7.25,0.3,9.13,42.03,44.71,54.91,-1.92,9.43,7.59,10.16,1.37,0.29,9.76,1.37,0,0.22,0.82,0.38,6.85,6.46,5.59,5.56,41.62,44.07,55.1,57.91,65.6,-1.98,14.79,10.18,1.37,1.38,1.5,0.68,0.65,0.67,0.75,0.2,0.02 +16.12.2013,6.77,5.06,5.75,45.72,45.81,9.14,22.86,23.34,45.6,40.06,40,5.47,7.51,0.3,9.52,43.77,46.25,57.01,-2.03,9.95,7.99,10.76,1.66,0.27,13.35,1.66,0,0.22,0.74,0.4,6.8,6.57,5.74,5.72,43.32,45.85,57.14,59.86,67.94,-2.06,15.5,10.74,1.66,1.63,1.38,-0.33,-0.38,-0.41,-0.57,0.2,0.01 +17.12.2013,6.87,7.15,7.97,53.57,54.01,9.42,25.38,26.19,51.99,45.53,45.58,6.51,8.66,0.3,8.81,54.24,56.67,65.31,-1.88,9.69,7.72,8.71,1.21,0.26,8.68,1.21,0,0.24,0.78,0.4,6.84,7.68,7.97,7.99,53.47,53.93,64.57,64.28,71.89,-1.58,19.67,8.72,1.21,1.22,1.33,0.38,0.33,0.35,0.42,0.2,0.01 +18.12.2013,6.28,7.23,8.09,50.84,51.26,9.09,24.18,23.72,48.65,42.64,42.71,6.09,8.25,0.3,9.01,51.11,53.5,61.25,-1.97,9.83,7.86,7.73,1.44,0.24,9.62,1.44,0,0.24,0.8,0.41,6.23,7.38,8.09,8.12,50.08,51.2,61.02,62.29,70.14,-1.84,18.39,7.72,1.43,1.42,1.29,-0.21,-0.33,-0.34,-0.43,0.2,0.01 +19.12.2013,6.23,5.79,6.63,45.26,45.44,8.92,22.34,21.71,44,38.64,38.63,5.36,7.42,0.3,9.19,44.04,46.44,56.94,-1.96,9.63,7.76,10.44,1.35,0.24,10.37,1.35,0,0.24,0.85,0.44,6.23,6.62,6.63,6.63,43.19,45.47,57.17,59.97,67.83,-2.01,15.5,10.45,1.35,1.36,1.47,0.51,0.4,0.41,0.48,0.2,0.01 +20.12.2013,6.03,6.27,7.16,44.89,45.22,9.09,22.07,20.47,42.9,37.68,37.71,5.26,7.35,0.3,8.8,44.08,46.53,54.47,-1.94,9.49,7.64,7.89,1.23,0.23,8.85,1.23,0,0.23,0.86,0.45,6,6.8,7.16,7.18,43.33,45.19,54.66,57.41,65.14,-1.98,15.67,7.89,1.23,1.23,1.23,0.06,-0.05,-0.05,-0.05,0.2,0 +21.12.2013,5.78,6.09,6.96,42.12,42.42,9.05,20.93,18.52,39.84,35.11,35.14,4.78,6.98,0.3,8.56,41.23,43.52,53.1,-1.86,9.18,7.41,9.53,1.49,0.23,10.05,1.49,0,0.25,0.84,0.43,5.76,6.59,6.96,6.97,40.4,42.41,53.36,56.34,63.88,-1.95,14.51,9.54,1.49,1.5,1.51,0.39,0.31,0.31,0.33,0.2,0 +22.12.2013,5.85,6.02,6.87,39.68,40.03,9.64,20.12,16.42,36.88,32.77,32.8,4.15,6.72,0.3,8.65,38.55,41.54,50.25,-1.9,9.28,7.39,8.7,1.5,0.32,10.12,1.5,0,0.31,0.84,0.38,5.84,6.56,6.87,6.88,37.65,40.02,50.1,51.76,59.19,-1.83,13.61,8.69,1.5,1.5,1.39,0.09,0.02,0,-0.06,0.2,0.08 +23.12.2013,6.27,5.36,6.24,38.17,38.45,10.19,20.15,16.09,36,31.96,31.94,4.01,6.47,0.3,8.73,36.56,39.61,50.96,-1.88,9.21,7.41,11.33,1.45,0.37,12.03,1.45,0,0.35,0.89,0.39,6.28,6.44,6.24,6.23,35.71,38.47,51.13,53.81,61.31,-1.92,12.79,11.33,1.45,1.44,1.44,0.37,0.25,0.25,0.25,0.2,0.16 +24.12.2013,6.9,5,5.81,38.25,38.34,11.04,21.23,16.62,37.05,32.56,32.48,4.41,6.34,0.3,8.49,36.06,38.12,50.84,-1.75,8.7,6.95,12.7,1.66,0.29,11.1,1.66,0,0.29,0.87,0.43,6.95,6.55,5.81,5.78,35.68,38.41,50.57,51.65,58.58,-1.62,12.6,12.72,1.66,1.68,1.91,1.44,1.33,1.35,1.5,0.2,0.05 +25.12.2013,6.03,5.68,6.48,39.05,39.3,9.71,20.25,16.66,36.89,32.59,32.58,4.31,6.55,0.3,8.6,37.63,39.91,51.73,-1.85,9.15,7.48,11.76,1.77,0.3,12.67,1.77,0,0.27,0.81,0.42,6.04,6.42,6.48,6.48,36.81,39.3,52.46,57.2,64.94,-2.14,13.12,11.76,1.77,1.78,1.68,0.57,0.42,0.41,0.35,0.2,0.05 +26.12.2013,6.02,5.27,6.08,38.31,38.53,9.47,19.9,16.76,36.36,32.28,32.25,4.05,6.49,0.3,8.44,36.86,39.82,53.3,-1.75,8.79,6.98,13.53,1.83,0.43,14.03,1.83,0,0.31,0.84,0.42,6.04,6.16,6.08,6.06,36.12,38.56,52.7,52.82,59.75,-1.51,12.94,13.52,1.83,1.83,1.73,0.66,0.51,0.5,0.45,0.2,0.14 +27.12.2013,5.9,5.6,6.45,38.92,39.2,9.39,19.97,16.97,36.87,32.48,32.48,4.38,6.53,0.3,9.22,36.85,38.84,50.94,-2.01,9.79,7.78,12.08,1.57,0.32,10.54,1.57,0,0.28,0.85,0.58,5.9,6.39,6.45,6.45,36.06,39.2,50.67,51.94,59.7,-1.87,12.84,12.1,1.57,1.59,1.82,1.31,1.2,1.23,1.37,0.2,0.07 +28.12.2013,5.95,6.63,7.46,40.96,41.3,9.96,20.72,16.95,37.98,33.46,33.49,4.56,6.9,0.3,9.7,38.87,40.73,52.95,-2.13,10.36,8.27,12.23,1.81,0.28,13.03,1.81,0,0.27,0.82,0.85,5.94,7.1,7.46,7.47,38.06,41.28,52.88,55.26,63.63,-2.11,13.64,12.23,1.81,1.83,1.74,0.55,0.4,0.39,0.36,0.2,0.03 +29.12.2013,5.88,6.65,7.62,41.22,41.72,9.99,20.55,16.55,37.46,33.54,33.58,3.96,7.13,0.3,9.86,39.77,43.88,55.69,-2.15,10.57,8.26,11.9,1.57,0.55,12.78,1.57,0,0.41,0.94,0.89,5.86,7.14,7.62,7.64,38.55,41.69,54.58,53.33,61.41,-1.7,14.16,11.89,1.57,1.56,1.44,0.22,0.06,0.05,-0.03,0.2,0.26 +30.12.2013,6,6.4,7.29,39.23,39.61,10.28,20.44,15.72,36.32,31.9,31.92,4.43,6.57,0.3,9.53,37.18,39.21,53.19,-2.06,10.08,8.01,13.95,1.77,0.38,13.46,1.77,0,0.34,0.87,0.91,5.99,7.05,7.29,7.3,36.19,39.59,52.9,54.24,62.22,-2,13.03,13.96,1.77,1.78,1.88,0.94,0.81,0.82,0.88,0.2,0.09 +31.12.2013,5.74,6.5,7.41,38.71,39.12,10.03,20.03,15.09,35.49,31.23,31.28,4.29,6.5,0.3,9.43,36.74,39.12,53.49,-2.08,10.13,8.05,14.37,1.81,0.32,14.91,1.81,0,0.31,0.87,0.98,5.71,7.06,7.41,7.43,35.76,39.09,53.2,54.6,62.62,-2.05,12.86,14.37,1.8,1.79,1.78,0.58,0.43,0.43,0.41,0.2,0.05 +01.01.2014,5.39,6.41,7.25,37.42,37.83,9.53,19.14,14.61,34.26,30.09,30.14,4.22,6.3,0.3,9.65,35.27,37.26,48.92,-2.18,10.39,8.29,11.61,1.56,0.29,12.2,1.56,0,0.29,0.79,1,5.36,6.89,7.25,7.27,34.06,37.79,49.11,52.21,60.59,-2.34,12.22,11.61,1.56,1.56,1.56,0.41,0.27,0.26,0.26,0.2,0.02 +02.01.2014,5.58,5.03,5.8,33.7,33.84,9.31,17.98,14.22,31.79,27.96,27.92,3.79,5.89,0.3,10.72,29.03,31.21,44.09,-2.38,11.15,8.93,12.79,1.66,0.29,13.24,1.66,0,0.27,0.81,1.01,5.61,6.21,5.8,5.79,28.52,33.89,44.7,49.48,58.6,-2.71,9.84,12.79,1.66,1.66,1.65,0.56,0.42,0.42,0.41,0.2,0.01 +03.01.2014,5.32,4.87,5.59,32.77,32.92,8.79,17.2,14.09,30.96,27.23,27.19,3.7,5.78,0.3,10.9,28.08,30.33,40.44,-2.42,11.33,8.99,10.07,1.41,0.28,10.78,1.41,0,0.24,0.76,0.96,5.34,5.95,5.59,5.58,27.32,32.95,40.62,43.92,53.01,-2.5,9.41,10.07,1.41,1.41,1.41,0.36,0.11,0.11,0.12,0.2,0.01 +04.01.2014,5.67,4.41,5.07,32.62,32.65,9.06,17.59,14.61,31.42,27.67,27.59,3.67,5.73,0.3,10.47,27.71,29.86,40.46,-2.26,10.69,8.58,10.54,1.69,0.27,12.28,1.69,0,0.24,0.74,0.98,5.72,5.89,5.07,5.04,27.41,32.72,41.05,45.6,54.37,-2.48,9.26,10.53,1.69,1.67,1.55,0.07,-0.23,-0.25,-0.33,0.2,0.01 +05.01.2014,5.4,4.68,5.34,33.52,33.62,8.54,17.5,14.94,32,28.25,28.2,3.71,5.89,0.3,10.56,28.92,31.15,41.25,-2.31,10.96,8.66,10.09,1.48,0.26,9.93,1.48,0,0.22,0.7,0.99,5.43,5.95,5.34,5.32,28.47,33.66,40.99,42.73,51.39,-2.18,9.75,10.1,1.48,1.5,1.62,0.63,0.4,0.42,0.5,0.2,0.01 +06.01.2014,5.57,6.25,7.06,38.84,39.1,9.23,19.39,16.21,35.87,31.79,31.78,4.13,6.67,0.3,9.97,36.17,38.83,50.74,-2.15,10.55,8.47,11.94,1.52,0.3,11.33,1.52,0,0.25,0.82,0.99,5.57,6.86,7.06,7.06,35.36,39.09,50.73,53.63,62.26,-2.2,12.59,11.96,1.52,1.57,1.74,0.78,0.49,0.51,0.65,0.2,0.03 +07.01.2014,5.95,6.61,7.73,41.55,42.14,10.03,20.67,16.98,37.83,33.8,33.81,4.06,7.17,0.3,9.69,40.33,44.4,55.83,-2.08,10.4,8.02,11.59,1.88,0.71,11.35,1.88,0,0.54,1.12,1.14,5.94,7.28,7.73,7.74,39.18,42.12,53.89,49.97,57.63,-1.33,14.4,11.59,1.88,1.89,1.9,0.64,0.3,0.3,0.31,0.2,0.38 +08.01.2014,5.79,7.83,8.94,44.16,44.85,10.46,21.7,17.2,39.84,35.09,35.18,4.85,7.4,0.3,9.75,43.59,46.73,58.79,-2.18,10.8,8.48,12.16,1.69,0.51,14.93,1.69,0,0.43,1.04,1.15,5.74,7.83,8.94,8.97,42.1,44.76,57.69,56.68,64.98,-1.74,15.59,12.14,1.69,1.67,1.45,-0.38,-0.76,-0.78,-0.92,0.2,0.16 +09.01.2014,6.05,7.42,8.4,43.69,44.19,10.54,21.87,17.83,40.19,35.22,35.27,5.02,7.23,0.3,9.63,42.22,44.71,60.38,-2.08,10.39,8.16,15.75,1.88,0.42,15.96,1.88,0,0.38,0.93,1.17,6.02,7.73,8.4,8.42,41.36,44.15,59.28,58.09,66.06,-1.64,15.06,15.75,1.88,1.89,1.89,0.56,0.18,0.18,0.18,0.2,0.09 +10.01.2014,5.44,7.29,8.25,42.23,42.72,9.68,20.64,16.88,38.35,33.85,33.93,4.58,6.99,0.3,7.78,42.66,45,54.68,-1.64,8.36,6.48,9.76,1.46,0.37,10.45,1.46,0,0.29,0.89,1.11,5.38,7.36,8.25,8.29,41.53,42.66,53.15,50.03,56.22,-1.1,15.19,9.76,1.46,1.46,1.46,0.19,-0.18,-0.18,-0.18,0.2,0.06 +11.01.2014,6.16,5.29,6.16,38.05,38.11,9.95,19.89,16.74,35.98,32.01,31.93,3.91,6.39,0.3,6.1,38.15,40.92,57.85,-0.97,6.05,5.09,16.94,1.87,0.38,17.51,1.87,0,0.29,0.93,1.16,6.21,6.75,6.16,6.13,37.89,38.19,57.62,58.42,63.53,-1,13.42,16.95,1.87,1.88,1.88,0.68,0.29,0.29,0.31,0.2,0.05 +12.01.2014,5.71,6.21,7.17,39.42,39.8,9.66,19.8,16.27,36.24,32.22,32.24,4.04,6.61,0.3,5.94,41.22,43.7,53.6,-1.17,6.44,5.19,9.91,1.31,0.41,9.93,1.31,0,0.32,0.94,1.18,5.7,7.02,7.17,7.18,40.03,39.78,52.91,52.23,57.31,-1,14.61,9.92,1.31,1.32,1.44,0.48,0.12,0.13,0.21,0.2,0.13 +13.01.2014,6.67,4.52,5.33,37.3,37.24,10.41,20.29,17.33,36.33,32.16,32.03,4.03,6.2,0.3,6.14,37.05,39.27,57.57,-0.98,6.04,5.22,18.27,2.33,0.37,19.72,2.33,0,0.29,0.92,1.24,6.75,6.68,5.33,5.28,36.76,37.36,58.12,61.5,66.92,-1.24,12.93,18.26,2.32,2.31,2.17,0.57,0.18,0.16,0.07,0.2,0.06 +14.01.2014,6.07,6.5,7.42,40.57,40.9,10.22,20.71,16.83,37.66,33.13,33.15,4.53,6.72,0.3,8.28,39.9,42.09,54.09,-1.85,9.08,7.3,11.94,1.51,0.35,11.79,1.51,0,0.27,0.91,1.2,6.06,7.33,7.42,7.42,38.9,40.88,54.25,57.02,64.42,-1.9,13.97,11.95,1.51,1.52,1.65,0.69,0.35,0.36,0.45,0.2,0.04 +15.01.2014,5.96,7.04,7.95,41.3,41.67,10.38,20.94,16.64,37.95,33.29,33.33,4.7,6.88,0.3,9.93,39.18,41.7,50.51,-2.25,10.66,8.56,8.72,1.46,0.34,9.74,1.46,0,0.27,0.88,1.2,5.94,7.52,7.95,7.97,38.19,41.64,51.1,55.72,64.47,-2.47,13.76,8.72,1.46,1.46,1.46,0.21,-0.15,-0.15,-0.15,0.2,0.02 +16.01.2014,6.2,7.03,7.99,41.53,41.84,10.81,21.16,16.48,37.84,33.54,33.54,4.33,7.06,0.3,9.94,39.59,42.9,56.1,-2.15,10.49,8.46,13.21,1.8,0.45,14.43,1.8,0,0.31,0.96,1.24,6.2,7.68,7.99,7.99,38.5,41.84,56.41,60.32,68.98,-2.31,13.93,13.2,1.8,1.81,1.73,0.22,-0.15,-0.16,-0.19,0.2,0.1 +17.01.2014,6.56,7.61,8.74,45.42,45.98,11.42,22.94,18.35,41.62,36.62,36.66,5.03,7.55,0.3,10.03,44.28,47.35,60.42,-2.19,10.79,8.45,13.14,1.41,0.53,12.96,1.41,0,0.44,1.11,1.3,6.54,8.18,8.75,8.76,43.08,45.94,59.27,58.07,66.33,-1.73,15.88,13.15,1.41,1.42,1.54,0.49,0.15,0.16,0.24,0.2,0.2 +18.01.2014,6.64,7.58,8.64,46.96,47.38,11.21,23.67,19.94,43.82,38.29,38.31,5.55,7.64,0.3,9.61,45.99,48.49,59.62,-2.06,10.2,8.15,11.13,1.9,0.42,12.7,1.9,0,0.34,1.03,1.4,6.62,8.27,8.64,8.65,44.97,47.35,59.35,60.88,69.03,-1.93,16.46,11.12,1.9,1.88,1.76,0.3,-0.08,-0.09,-0.17,0.2,0.06 +19.01.2014,6.43,6.77,7.73,44.16,44.43,10.58,22.44,19.2,41.61,36.44,36.43,5.17,7.26,0.3,10.03,42.04,44.51,58.35,-2.16,10.54,8.46,13.8,1.58,0.36,14.71,1.58,0,0.3,0.96,1.33,6.43,7.75,7.73,7.73,41.19,44.45,58.51,61.59,70.14,-2.2,14.87,13.8,1.58,1.58,1.58,0.36,0,0,0,0.2,0.04 +20.01.2014,5.94,4.76,5.59,36.87,36.86,9.25,19.4,17.22,35.84,31.4,31.32,4.35,6.34,0.3,11.28,32.1,34.54,46.32,-2.47,11.5,9.26,11.62,1.4,0.34,12.72,1.4,0,0.25,0.9,1.28,5.99,6.47,5.59,5.56,31.39,36.96,47.41,53.77,63.34,-2.88,10.81,11.63,1.4,1.4,1.41,0.11,-0.24,-0.24,-0.23,0.2,0.03 +21.01.2014,6.1,5.41,6.27,38.79,38.88,9.62,20.14,17.59,37.16,32.61,32.55,4.5,6.58,0.3,10.76,34.75,37.16,49.49,-2.32,11.06,8.85,12.3,1.48,0.33,13.08,1.48,0,0.24,0.91,1.41,6.14,6.95,6.27,6.24,34.22,38.93,49.73,53.42,62.41,-2.42,11.99,12.31,1.48,1.49,1.5,0.35,0,0,0.01,0.2,0.03 +22.01.2014,6.22,6.42,7.41,43.38,43.64,9.86,21.76,19.43,41.1,35.98,35.98,5.1,7.17,0.3,10.26,40.7,42.96,55.15,-2.21,10.82,8.54,12.25,1.58,0.3,12.01,1.58,0,0.24,1,1.34,6.22,7.46,7.41,7.4,40.1,43.63,54.43,54.7,63.15,-1.92,14.36,12.26,1.58,1.59,1.71,0.82,0.51,0.52,0.6,0.2,0.02 +23.01.2014,6.12,6.66,7.61,42.98,43.23,9.97,21.53,18.81,40.4,35.36,35.37,5.04,7.1,0.3,10.26,40.46,42.75,53.22,-2.25,10.88,8.71,10.43,1.7,0.29,11.36,1.7,0,0.24,0.95,1.36,6.12,7.52,7.61,7.61,39.63,43.23,53.4,56.64,65.45,-2.3,14.15,10.43,1.7,1.7,1.7,0.35,-0.01,-0.01,-0.01,0.2,0.02 +24.01.2014,6.15,6.92,7.84,40.67,40.96,10.67,20.93,16.33,37.5,32.81,32.83,4.72,6.78,0.3,10.39,37.81,40.21,48.62,-2.31,11.02,8.79,8.36,1.5,0.26,9.37,1.5,0,0.24,0.9,1.38,6.13,7.72,7.84,7.84,36.92,40.94,48.81,52.15,61.04,-2.37,13.1,8.36,1.5,1.5,1.5,0.22,-0.14,-0.14,-0.14,0.2,0.01 +25.01.2014,5.32,6.68,7.55,38.89,39.25,9.3,19.4,15.71,35.66,31.26,31.31,4.45,6.57,0.3,10.76,35.78,38.15,41.87,-2.47,11.58,9.26,3.62,0.88,0.24,5.25,0.88,0,0.23,0.82,1.37,5.28,7.22,7.55,7.57,34.65,39.21,42.47,47.29,56.75,-2.68,12.29,3.62,0.88,0.88,0.88,-0.38,-0.74,-0.74,-0.74,0.2,0 +26.01.2014,4.37,6.55,7.49,36.72,37.2,8.07,17.54,14.58,33.05,29.08,29.18,4.06,6.24,0.3,10.09,33.98,36.37,40.9,-2.3,10.94,8.57,4.55,1.3,0.23,5.8,1.3,0,0.25,0.86,1.42,4.3,6.69,7.5,7.53,32.95,37.12,40.21,40.58,49.05,-2.01,11.7,4.55,1.3,1.3,1.3,0.01,-0.34,-0.34,-0.35,0.2,0 +27.01.2014,4.26,5.29,6.15,28.19,28.46,8.16,14.51,9.94,24.78,22.01,22.03,2.81,5.05,0.3,9.18,24.67,27.01,31.98,-2.06,9.65,7.61,4.94,1.35,0.23,6.04,1.35,0,0.25,0.84,1.42,4.25,6.01,6.15,6.16,23.87,28.46,31.82,33.74,41.39,-1.99,8.02,4.94,1.35,1.36,1.38,0.05,-0.3,-0.3,-0.28,0.2,0 +28.01.2014,4.47,3.89,4.66,23.1,23.16,8.04,13.19,8.18,20.83,18.52,18.47,2.25,4.3,0.3,8.66,18.85,21.29,23.01,-1.95,8.96,7.17,1.64,1.23,0.22,3.84,1.23,0,0.23,0.81,1.43,4.5,5.38,4.65,4.63,18.31,23.22,23.61,27.92,35.28,-2.17,6.04,1.63,1.23,1.22,1.1,-0.43,-0.7,-0.71,-0.79,0.2,0 +29.01.2014,5.08,4.46,5.29,25.44,25.52,9.17,14.56,8.82,22.81,20.24,20.18,2.51,4.5,0.3,7.81,22.17,24.58,28.1,-1.73,8.18,6.54,3.5,1.32,0.22,4.7,1.32,0,0.22,0.88,1.5,5.13,6.01,5.28,5.26,21.74,25.57,28.23,30.9,37.54,-1.77,7.6,3.5,1.32,1.32,1.32,0,-0.36,-0.36,-0.36,0.2,0 +30.01.2014,5.33,5.45,6.3,28.4,28.59,9.91,15.81,9.39,25,22.13,22.11,2.85,4.89,0.3,7.56,26.03,28.46,31.58,-1.68,8.09,6.41,3.13,1.23,0.22,4.4,1.23,0,0.23,0.87,1.54,5.35,6.66,6.3,6.29,25.46,28.6,31.3,32.45,38.85,-1.55,9.13,3.13,1.23,1.23,1.23,-0.1,-0.34,-0.34,-0.34,0.2,0 +31.01.2014,5.04,6,6.87,30.65,30.95,9.57,16.13,10.47,26.84,23.74,23.77,3.13,5.24,0.3,7.81,28.66,31.12,32.74,-1.78,8.53,6.75,1.63,1.11,0.21,3.95,1.11,0,0.23,0.86,1.52,5.02,6.79,6.87,6.88,27.96,30.93,32.47,33.65,40.4,-1.63,10.19,1.62,1.11,1.09,0.97,-0.54,-0.82,-0.84,-0.92,0.2,0 +01.02.2014,5.57,5.34,6.25,31.42,31.55,9.88,16.97,11.83,28.36,25.24,25.19,3.08,5.38,0.3,7.43,29.41,32.23,35.72,-1.58,7.77,6.11,3.52,0.97,0.24,3.89,0.97,0,0.24,0.95,1.59,5.6,6.75,6.25,6.23,29.02,31.59,35.02,34.55,40.56,-1.26,10.41,3.53,0.97,0.98,1.1,0.12,-0.1,-0.09,-0.01,0.2,0.02 +02.02.2014,5.86,5.96,6.87,34.59,34.81,10.36,18.51,12.92,31.17,27.76,27.74,3.39,5.87,0.3,7.18,33.55,37.13,42.35,-1.5,7.62,5.97,5.3,1.02,0.32,5.52,1.02,0,0.28,0.93,1.62,5.88,7.24,6.87,6.86,33.04,34.83,41.26,39.47,45.27,-1.05,12.12,5.31,1.02,1.04,1.16,0.2,-0.07,-0.05,0.03,0.2,0.08 +03.02.2014,6.13,6.25,7.16,38.89,39.1,10.32,20.09,16.37,36.16,31.77,31.75,4.35,6.5,0.3,9.15,36.6,39.22,44.67,-2,9.73,7.64,5.51,1.33,0.29,7.55,1.33,0,0.26,0.93,1.65,6.14,7.5,7.16,7.15,35.99,39.11,43.97,43.97,51.52,-1.76,13.22,5.5,1.33,1.32,1.2,-0.32,-0.61,-0.63,-0.71,0.2,0.07 +04.02.2014,6.49,7.1,8.04,43.45,43.73,10.92,22.07,18.45,40.48,35.41,35.41,5.06,7.16,0.3,9.83,41.21,43.47,48.71,-2.13,10.4,8.1,5.34,1.59,0.26,7.1,1.59,0,0.25,0.94,1.68,6.5,8.13,8.04,8.04,40.61,43.71,47.56,46.32,54.23,-1.8,15.03,5.33,1.59,1.58,1.45,0.01,-0.27,-0.28,-0.36,0.2,0.04 +05.02.2014,6.77,9.11,10.11,49.12,49.65,12.31,24.51,19.27,44.6,38.88,38.97,5.8,7.96,0.3,9.54,48.49,50.8,57.23,-2.09,10.43,8.1,6.57,1.4,0.26,7.5,1.4,0,0.26,0.92,1.82,6.72,9.35,10.11,10.14,47.69,49.56,55.63,52.9,60.7,-1.58,17.94,6.57,1.4,1.4,1.39,0.19,-0.06,-0.06,-0.06,0.2,0.03 +06.02.2014,6.8,9.01,9.98,49.83,50.29,12.21,24.64,20.2,45.56,39.73,39.8,5.91,8.08,0.3,10.18,48.88,51.19,56.34,-2.25,10.97,8.56,5.21,1.02,0.24,6.54,1.02,0,0.26,0.91,1.75,6.75,9.27,9.99,10.02,47.79,50.22,55.22,54.16,62.53,-1.92,17.98,5.21,1.02,1.02,1.02,-0.2,-0.46,-0.46,-0.46,0.2,0.02 +07.02.2014,7.04,6.83,7.75,46.18,46.23,11.33,23.45,21.3,44.12,38.53,38.46,5.53,7.54,0.3,10.5,43.09,45.49,53.73,-2.22,10.69,8.54,8.18,1.27,0.25,8.27,1.27,0,0.25,0.97,1.72,7.08,8.23,7.75,7.72,42.76,46.3,53.91,57.08,65.72,-2.39,15.76,8.19,1.27,1.28,1.4,0.45,0.19,0.21,0.28,0.2,0.02 +08.02.2014,6.86,6.82,7.78,46.39,46.51,10.91,23.17,21.37,44.13,38.68,38.63,5.42,7.63,0.3,10.27,44.07,46.38,55.02,-2.2,10.62,8.51,8.63,1.56,0.28,10.35,1.56,0,0.24,1,1.63,6.88,8.09,7.78,7.76,43.39,46.55,55.23,58.53,67.16,-2.38,16.11,8.62,1.56,1.55,1.43,0.02,-0.27,-0.29,-0.36,0.2,0.01 +09.02.2014,6.86,7.21,8.26,47.27,47.52,11.14,23.68,20.84,44.37,39.02,39.01,5.33,7.79,0.3,9.84,45.52,48.11,57.5,-2.09,10.3,8.13,9.42,1.43,0.35,9.4,1.43,0,0.29,1.07,1.62,6.87,8.31,8.26,8.26,45.01,47.53,56.78,56.9,64.92,-1.92,16.8,9.43,1.43,1.44,1.55,0.59,0.31,0.32,0.4,0.2,0.06 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+05.10.2014,4.22,3.77,4.38,23.08,23.3,7.4,12.92,7.8,21.02,18.63,18.67,2.41,4.56,0.3,10.39,17.83,19.97,18.03,-2.37,11.18,8.94,-1.99,0.99,0.13,1.32,0.99,0,0.12,0.58,0,4.19,4.47,4.39,4.4,17.04,23.26,18.5,22.72,31.82,-2.49,5.69,-2.01,0.98,0.94,0.66,-0.71,-0.75,-0.78,-0.98,0.2,0 +06.10.2014,4.68,3.44,4.02,22.39,22.52,8.09,13.11,7.5,20.51,18.37,18.37,2.13,4.19,0.3,8.29,18.54,20.73,20.01,-1.8,8.69,6.95,-0.73,0.92,0.13,1.72,0.92,0,0.13,0.58,0,4.68,4.58,4.02,4.02,17.97,22.52,20.03,22.25,29.26,-1.77,6.02,-0.75,0.92,0.88,0.73,-0.53,-0.55,-0.57,-0.68,0.2,0 +07.10.2014,3.82,3.62,4.27,21.18,21.43,6.9,11.71,6.71,18.87,16.84,16.89,2.08,4.36,0.3,10.24,15.87,18.16,18.02,-2.33,11.14,8.87,-0.18,0.61,0.14,1.3,0.61,0,0.13,0.6,0,3.79,4.25,4.27,4.29,15.15,21.4,18.08,21.02,29.96,-2.32,5.01,-0.18,0.61,0.59,0.57,-0.33,-0.34,-0.34,-0.37,0.2,0 +08.10.2014,3.76,2.5,3.08,17.04,17.1,6.56,10.45,5.22,15.5,13.99,13.97,1.49,4.09,0.3,10.92,10.24,13.37,11.01,-2.4,11.43,9.05,-2.36,0.64,0.18,1.19,0.64,0,0.14,0.6,0,3.77,3.61,3.08,3.07,9.8,17.12,10.77,12.92,22.01,-2.33,2.81,-2.38,0.63,0.6,0.34,-1.16,-1.19,-1.22,-1.4,0.2,0.04 +09.10.2014,3.98,2.2,2.7,15.9,15.94,6.87,10.06,5.39,15.04,13.26,13.22,1.73,3.93,0.3,10.99,8.71,11.3,8.61,-2.4,11.5,9.1,-2.68,0.45,0.17,1.01,0.45,0,0.14,0.54,0,4.01,3.58,2.7,2.68,8.4,15.97,8.33,10.28,19.4,-2.35,2.26,-2.7,0.45,0.42,0.16,-1.31,-1.34,-1.38,-1.55,0.2,0.03 +10.10.2014,4.36,2.63,3.14,17.77,17.79,7.52,10.95,5.98,16.52,14.71,14.66,1.77,3.99,0.3,10.2,11.32,13.8,14.51,-2.2,10.62,8.43,0.72,0.67,0.13,2.1,0.67,0,0.13,0.55,0,4.39,3.97,3.13,3.12,11.1,17.83,14.24,16.01,24.47,-2.07,3.3,0.72,0.67,0.66,0.65,-0.27,-0.27,-0.27,-0.29,0.2,0.02 +11.10.2014,5.31,4.44,5.07,25.39,25.63,9.41,14.25,7.8,22.11,20.31,20.32,1.8,4.95,0.3,9.62,21.54,25.26,34.36,-2.04,10.23,7.94,9.29,2.3,0.61,10.05,2.3,0,0.2,0.62,0,5.31,5.36,5.07,5.07,20.5,25.61,32.58,29.36,37.06,-1.35,7.4,9.28,2.3,2.32,2.14,0.92,0.9,0.88,0.8,0.2,0.42 +12.10.2014,4.65,5.61,6.26,27.29,27.84,8.96,14.42,7.89,23.33,20.87,20.98,2.56,4.91,0.3,8.7,24.81,27.42,31.96,-1.95,9.6,7.41,4.63,1.46,0.27,4.97,1.46,0,0.25,0.55,0,4.58,5.61,6.26,6.3,23.65,27.74,30.35,27.18,34.28,-1.27,8.62,4.63,1.46,1.45,1.44,0.54,0.54,0.54,0.52,0.2,0.21 +13.10.2014,4.61,4.2,4.76,22.96,23.24,8.4,13.05,7.11,20.4,18.16,18.19,2.27,4.33,0.3,9.29,18.54,21,25.01,-2.09,9.96,7.86,4,1.97,0.16,6.14,1.97,0,0.23,0.53,0,4.59,4.87,4.76,4.77,17.83,23.23,24.68,25.97,33.82,-1.91,6.06,3.98,1.96,1.93,1.68,0.21,0.18,0.15,-0.02,0.2,0.07 +14.10.2014,4.49,3.91,4.38,20.56,20.75,8.22,12.46,5.72,18.37,16.16,16.18,2.23,4.38,0.3,11.23,14.08,16.41,15.02,-2.57,12.01,9.51,-1.43,0.46,0.12,1.22,0.46,0,0.17,0.45,0,4.48,4.68,4.38,4.38,13.43,20.74,15.14,18.44,28.04,-2.58,4.32,-1.45,0.45,0.43,0.29,-0.92,-0.94,-0.95,-1.06,0.2,0.05 +15.10.2014,4.84,1.68,2.05,17.75,17.6,8,12.19,6.91,17.93,15.87,15.76,1.93,3.93,0.3,10.41,10.47,12.77,14.12,-2.23,10.47,8.39,1.28,0.71,0.11,2.74,0.71,0,0.15,0.47,0,4.91,3.7,2.05,2.01,10.58,17.7,14.6,18.78,27.33,-2.37,2.82,1.28,0.71,0.7,0.67,-0.3,-0.3,-0.31,-0.34,0.2,0.02 +16.10.2014,5.1,3.08,3.49,23.14,23.14,8.42,13.78,8.85,22.06,19.75,19.69,2.25,4.5,0.3,9.85,17.66,20.23,20.38,-2.14,10.2,8.15,0.14,0.88,0.12,2.36,0.88,0,0.14,0.47,0,5.14,4.54,3.49,3.46,17.3,23.18,20.55,23.75,32.03,-2.18,5.69,0.13,0.88,0.86,0.72,-0.49,-0.51,-0.52,-0.62,0.2,0.03 +17.10.2014,5.32,5.06,5.55,29.43,29.72,9.23,16.19,10.3,26.87,23.81,23.86,3.1,5.19,0.3,9.58,25.23,27.45,29.94,-2.1,10.32,7.98,2.62,1.19,0.1,3.46,1.19,0,0.14,0.45,0,5.3,5.67,5.55,5.57,24.92,29.67,28.31,25.32,32.99,-1.45,8.71,2.62,1.19,1.18,1.16,0.23,0.23,0.23,0.21,0.2,0.02 +18.10.2014,5.93,4.89,5.35,29.7,29.84,10.19,17.28,10.33,27.57,24.34,24.34,3.23,5.2,0.3,9.63,25.44,27.62,30.98,-2.09,10.15,7.98,3.42,1.64,0.09,5.8,1.64,0,0.14,0.46,0,5.94,5.9,5.35,5.35,24.96,29.84,30.23,30.13,38,-1.79,8.63,3.4,1.64,1.61,1.36,-0.05,-0.08,-0.11,-0.29,0.2,0.01 +19.10.2014,5.69,5.32,5.8,30.27,30.5,9.99,17.05,10.23,27.62,24.41,24.45,3.25,5.34,0.3,9.94,26.1,28.34,28,-2.24,10.66,8.42,-0.33,0.93,0.1,1.67,0.93,0,0.14,0.45,0,5.66,6.01,5.8,5.82,25.46,30.47,27.7,29.32,37.74,-2.12,8.88,-0.34,0.93,0.91,0.78,-0.31,-0.33,-0.35,-0.44,0.2,0.01 +20.10.2014,5.3,5.18,5.67,29.54,29.78,9.34,16.27,10.15,26.87,23.8,23.85,3.11,5.24,0.3,9.83,25.28,27.52,30.96,-2.18,10.49,8.17,3.54,1.54,0.12,4.94,1.54,0,0.14,0.44,0,5.27,5.75,5.67,5.68,24.76,29.75,29.84,28.72,36.72,-1.75,8.73,3.52,1.54,1.52,1.39,0.23,0.22,0.2,0.11,0.2,0.01 +21.10.2014,6.25,5.18,5.6,30.47,30.53,10.85,17.87,10.39,28.11,24.94,24.89,3.18,5.45,0.3,10.24,25.7,28.21,30.22,-2.24,10.66,8.45,2.02,0.98,0.17,3.92,0.98,0,0.16,0.47,0,6.29,6.17,5.6,5.59,25.25,30.56,30.07,32.36,40.89,-2.21,8.83,2.01,0.98,0.96,0.84,-0.33,-0.34,-0.36,-0.44,0.2,0.09 +22.10.2014,6.74,4.92,5.46,34.35,34.48,11.1,19.36,12.95,31.76,28.99,28.92,2.73,6.24,0.3,10.38,30.71,34.89,36.23,-2.23,10.77,8.36,1.46,0.47,0.55,2.5,0.47,0,0.29,0.6,0,6.79,6.26,5.46,5.43,29.85,34.53,34.86,33.2,41.39,-1.74,10.87,1.46,0.46,0.45,0.44,-0.46,-0.46,-0.46,-0.48,0.2,0.45 +23.10.2014,7.65,6.43,6.93,39.61,39.94,12.91,22.95,14.36,37.15,32.69,32.68,4.44,6.61,0.3,9.01,37.58,39.95,54.92,-1.82,9.42,7.36,15.15,2.04,0.31,13.63,2.04,0,0.32,0.51,0,7.66,7.47,6.93,6.93,37.09,39.93,53.22,49.95,57.01,-1.18,13.56,15.15,2.04,2.04,2.13,1.52,1.53,1.54,1.59,0.2,0.23 +24.10.2014,6.9,6.83,7.36,38.55,38.92,12.07,22.19,12.79,35.43,31.1,31.16,4.37,6.46,0.3,9.57,36.27,38.52,50.3,-2.12,10.34,8.21,11.75,1.41,0.16,11.3,1.41,0,0.24,0.49,0,6.87,7.31,7.36,7.38,35.37,38.88,49.97,51.26,59.44,-1.97,12.89,11.76,1.41,1.4,1.51,0.86,0.87,0.89,0.94,0.2,0.1 +25.10.2014,6.43,5.9,6.38,36.57,36.8,10.82,20.85,13.24,34.25,30.16,30.18,4.1,6.23,0.3,9.98,33.33,35.48,43.33,-2.23,10.59,8.44,7.79,1.26,0.13,8.44,1.26,0,0.2,0.46,0,6.41,6.6,6.38,6.39,32.6,36.79,43.46,46.42,54.94,-2.26,11.69,7.79,1.26,1.25,1.23,0.39,0.39,0.39,0.37,0.2,0.05 +26.10.2014,6.57,5.01,5.45,35.42,35.51,10.62,20.61,13.67,33.94,30.02,29.98,3.89,6.04,0.3,9.45,32,34.3,38.58,-2.06,9.81,7.74,4.25,1.03,0.13,5.07,1.03,0,0.17,0.47,0,6.59,6.25,5.45,5.44,31.6,35.53,38.27,39.62,47.35,-1.92,11.18,4.25,1.03,1.03,1.02,0.23,0.23,0.23,0.22,0.2,0.04 +27.10.2014,6.25,5.21,5.68,35.03,35.19,10.23,19.91,13.38,33.29,29.34,29.35,3.94,6,0.3,9.94,31.4,33.73,34.99,-2.25,10.57,8.46,1.18,0.62,0.12,2.49,0.62,0,0.16,0.46,0,6.25,6.22,5.68,5.68,30.79,35.19,35.5,39.83,48.47,-2.45,10.95,1.17,0.62,0.61,0.6,-0.23,-0.24,-0.24,-0.26,0.2,0.02 +28.10.2014,5.91,4.96,5.44,33.31,33.49,9.71,18.45,13.09,31.55,27.86,27.86,3.69,5.72,0.3,9.34,30,32.36,40.02,-2.05,9.88,7.97,7.62,1.92,0.12,7.71,1.92,0,0.17,0.47,0,5.91,5.91,5.44,5.45,29.43,33.49,40.5,44.57,52.7,-2.24,10.87,7.62,1.92,1.91,1.88,1.03,1.02,1.02,1,0.2,0.01 +29.10.2014,5.6,5.46,5.96,31.13,31.44,9.85,16.88,11.05,28.39,25.09,25.15,3.34,5.4,0.3,9,28.2,30.49,31.98,-2.05,9.71,7.73,1.43,0.96,0.1,3.44,0.96,0,0.19,0.46,0,5.56,6.01,5.96,5.98,27.42,31.4,32.09,34.87,42.68,-2.09,10.63,1.42,0.96,0.94,0.8,-0.3,-0.32,-0.33,-0.43,0.2,0 +30.10.2014,4.85,5.12,5.63,28.22,28.54,8.73,15.05,9.84,25.53,22.5,22.56,3.09,5.16,0.3,10.47,23.83,26.13,25,-2.43,11.37,9.01,-1.18,0.16,0.14,0.58,0.16,0,0.17,0.45,0,4.8,5.46,5.63,5.65,22.82,28.5,25.11,28.28,37.38,-2.47,8.97,-1.18,0.16,0.15,0.14,-0.69,-0.71,-0.71,-0.72,0.2,0 +31.10.2014,5.06,3.94,4.39,24.15,24.26,8.83,14.06,8.48,22.4,19.78,19.76,2.61,4.63,0.3,10.31,18.54,20.8,21.06,-2.3,10.77,8.62,0.19,0.66,0.21,2.34,0.66,0,0.17,0.47,0,5.07,4.94,4.39,4.39,18.1,24.28,21.59,26.11,34.92,-2.51,6.72,0.18,0.66,0.64,0.52,-0.53,-0.55,-0.56,-0.65,0.2,0 +01.11.2014,5.52,3.13,3.54,22.64,22.59,9.35,14.07,8.46,21.79,19.22,19.14,2.5,4.4,0.3,10.01,16.75,18.93,20.95,-2.16,10.24,8.15,1.98,0.82,0.21,2.93,0.82,0,0.15,0.47,0,5.57,4.8,3.53,3.51,16.45,22.66,21.08,24.06,32.3,-2.21,5.94,1.98,0.82,0.82,0.81,0.03,0.03,0.03,0.02,0.2,0 +02.11.2014,5.13,3.87,4.33,24.05,24.18,8.88,13.93,8.38,22.22,19.74,19.73,2.47,4.66,0.3,10.42,18.46,20.68,22.02,-2.32,11.02,8.78,1.29,0.52,0.2,1.62,0.52,0,0.14,0.46,0,5.13,5.01,4.33,4.32,17.94,24.18,22.12,25.23,34.1,-2.37,6.58,1.3,0.52,0.52,0.63,0.09,0.11,0.12,0.19,0.2,0 +03.11.2014,5.85,3.27,3.67,23.58,23.51,9.87,14.73,8.64,22.57,20.03,19.95,2.45,4.46,0.3,9.79,17.83,20.06,24,-2.08,9.98,7.9,3.95,1.59,0.22,4.27,1.59,0,0.14,0.47,0,5.9,5.06,3.67,3.64,17.66,23.58,23.65,25.04,32.94,-1.95,6.38,3.95,1.59,1.59,1.58,0.71,0.71,0.71,0.7,0.2,0 +04.11.2014,5.93,4.47,4.95,27.36,27.46,10.2,16.06,9.63,25.44,22.44,22.42,2.97,4.94,0.3,9.94,22.38,24.62,28.09,-2.17,10.46,8.29,3.48,0.98,0.22,4.54,0.98,0,0.14,0.5,0,5.94,5.66,4.95,4.94,21.98,27.47,27.74,29.18,37.46,-2.03,8.26,3.48,0.98,0.97,0.96,0.01,0.01,0,-0.01,0.2,0 +05.11.2014,5.3,5,5.6,26.88,27.12,9.59,15.23,8.32,23.95,21.21,21.26,2.78,4.84,0.3,9.45,22.61,24.93,27.57,-2.08,10.09,7.85,2.71,0.98,0.22,3.51,0.98,0,0.14,0.56,0,5.27,5.68,5.6,5.61,22.07,27.09,26.4,24.9,32.55,-1.6,8.42,2.71,0.98,0.98,0.97,0.05,0.05,0.05,0.04,0.2,0 +06.11.2014,4.58,5.19,5.83,25.75,26.12,8.71,13.98,7.34,22.23,19.79,19.88,2.54,4.72,0.3,9.37,21.95,24.22,27.95,-2.12,10.23,8.03,3.76,0.93,0.22,3.34,0.93,0,0.15,0.57,0,4.52,5.47,5.84,5.87,21.07,26.05,27.18,27.12,35.04,-1.81,8.23,3.77,0.93,0.94,1.05,0.33,0.35,0.36,0.42,0.2,0 +07.11.2014,5.28,4.42,4.99,22.62,22.81,9.72,13.62,6.11,19.87,17.6,17.62,2.29,4.27,0.3,9.32,17.88,20.22,26.11,-2.08,9.92,7.83,5.9,1.55,0.21,7.13,1.55,0,0.16,0.55,0,5.27,5.43,5,5,17.31,22.8,25.75,27.02,34.83,-1.92,6.56,5.88,1.55,1.53,1.39,0.2,0.18,0.16,0.07,0.2,0 +08.11.2014,4.75,3.2,3.71,17.88,17.94,8.57,11.5,4.98,16.25,14.2,14.18,2.03,3.92,0.3,10.5,11.59,13.9,19.88,-2.36,11.08,8.78,5.92,1.09,0.22,5.61,1.09,0,0.13,0.52,0,4.76,4.53,3.71,3.7,10.88,17.97,19.96,22.95,31.81,-2.37,3.9,5.93,1.09,1.09,1.2,0.67,0.68,0.69,0.76,0.2,0 +09.11.2014,5.37,2.6,3.06,16.85,16.77,9.43,11.95,4.74,15.85,13.91,13.83,1.84,3.73,0.3,9.95,10.27,12.69,20.96,-2.14,10.15,8.08,8.25,1.94,0.24,9.17,1.94,0,0.13,0.54,0,5.43,4.55,3.06,3.03,10.02,16.84,21.05,23.86,32.02,-2.15,3.78,8.24,1.94,1.92,1.79,0.68,0.67,0.65,0.56,0.2,0 +10.11.2014,5.65,3.47,3.97,19.51,19.52,10.03,12.99,5.25,17.72,15.62,15.57,2.04,4,0.3,9.84,13.53,15.81,27.91,-2.13,10.24,8.19,12.08,2.35,0.33,11.56,2.35,0,0.13,0.54,0,5.68,5.12,3.96,3.94,13.17,19.55,27.98,30.86,39.14,-2.16,5.05,12.08,2.35,2.35,2.34,1.46,1.46,1.45,1.45,0.2,0 +11.11.2014,6.14,5.15,5.69,26.5,26.67,11.08,16,7.59,23.63,20.79,20.8,2.84,4.84,0.3,10.02,22.05,24.3,32.1,-2.21,10.69,8.48,7.81,1.44,0.64,8.17,1.44,0,0.13,0.54,0,6.14,6.17,5.69,5.7,21.04,26.65,31.76,33.29,41.76,-2.07,8.37,7.81,1.44,1.44,1.44,0.57,0.57,0.57,0.56,0.2,0 +12.11.2014,5.76,4.87,5.41,26.32,26.47,10.31,15.47,8.17,23.68,20.9,20.9,2.79,4.79,0.3,9.82,21.82,24.16,31.18,-2.14,10.36,8.15,7.05,1.59,0.63,7.26,1.59,0,0.14,0.54,0,5.76,5.81,5.41,5.42,20.96,26.46,30.44,30.58,38.63,-1.89,8,7.05,1.59,1.59,1.59,0.73,0.73,0.73,0.73,0.2,0 +13.11.2014,5.75,4.91,5.44,24.93,25.08,10.46,14.83,7.21,22.12,19.48,19.49,2.65,4.64,0.3,10.04,20.32,22.63,31.08,-2.2,10.62,8.42,8.44,1.53,0.7,7.72,1.53,0,0.13,0.53,0,5.74,5.82,5.44,5.44,19.2,25.08,30.79,32.39,40.81,-2.07,7.35,8.45,1.53,1.54,1.66,1.02,1.03,1.04,1.12,0.2,0 +14.11.2014,6.41,5.14,5.67,26.29,26.4,11.57,16.06,7.49,23.42,20.64,20.62,2.77,4.73,0.3,9.48,22.23,24.62,33.98,-2.06,9.98,8,9.35,1.99,0.61,10.22,1.99,0,0.13,0.55,0,6.42,6.28,5.67,5.67,21.18,26.41,34.08,36.91,45.01,-2.08,8.58,9.34,1.99,1.98,1.85,0.72,0.7,0.69,0.6,0.2,0 +15.11.2014,6.47,5.79,6.37,29.25,29.47,11.78,17.28,8.45,25.96,22.84,22.87,3.14,5.13,0.3,9.66,25.27,27.51,35.34,-2.13,10.36,8.22,7.82,1.62,0.48,6.95,1.62,0,0.14,0.56,0,6.46,6.68,6.37,6.38,24.51,29.44,35.03,36.49,44.71,-1.98,9.31,7.83,1.62,1.63,1.75,1.17,1.19,1.2,1.28,0.2,0 +16.11.2014,5.89,5.6,6.19,28.92,29.17,10.76,16.56,8.7,25.66,22.66,22.71,3.04,5.11,0.3,9.65,25.28,27.54,33.83,-2.13,10.36,8.15,6.32,1.57,0.47,6.53,1.57,0,0.14,0.55,0,5.86,6.29,6.19,6.21,24.2,29.13,33.08,33.13,41.18,-1.82,9.33,6.32,1.57,1.57,1.56,0.76,0.75,0.75,0.75,0.2,0 +17.11.2014,6.06,5.75,6.34,28.63,28.87,11.2,16.56,8.28,25.22,22.22,22.27,3.04,5.07,0.3,9.77,24.7,27.09,33.17,-2.17,10.5,8.33,6.08,1.72,0.5,6.36,1.72,0,0.14,0.55,0,6.04,6.43,6.34,6.36,23.75,28.84,32.86,34.42,42.75,-2.07,9.3,6.08,1.72,1.71,1.7,0.76,0.76,0.76,0.75,0.2,0 +18.11.2014,6.07,5.16,5.72,28.44,28.59,10.85,16.77,8.96,25.76,22.72,22.72,3.04,5.06,0.3,9.74,24.77,27.06,32.54,-2.13,10.29,8.17,5.48,1.41,0.72,6.03,1.41,0,0.14,0.55,0,6.07,6.12,5.72,5.72,23.45,28.59,32.27,33.97,42.16,-2.02,9.37,5.48,1.41,1.4,1.4,0.45,0.45,0.45,0.44,0.2,0 +19.11.2014,5.52,5.21,5.79,28.42,28.67,9.97,15.96,9.25,25.57,22.57,22.61,3.04,5.07,0.3,9.97,24.8,27.53,28.66,-2.24,10.73,8.49,1.13,0.64,0.87,2.45,0.64,0,0.14,0.55,0,5.49,5.87,5.79,5.81,23.34,28.63,28.36,30,38.48,-2.11,9.38,1.13,0.64,0.63,0.62,-0.3,-0.3,-0.31,-0.32,0.2,0.02 +20.11.2014,5.57,4.82,5.37,26.9,27.07,9.98,15.63,8.76,24.49,21.52,21.53,2.98,4.99,0.3,10.94,21.77,24.1,24.57,-2.44,11.61,9.16,0.46,0.78,0.63,1.73,0.78,0,0.14,0.53,0,5.56,5.66,5.37,5.37,20.68,27.06,24.24,25.95,35.1,-2.29,8.19,0.45,0.78,0.77,0.76,-0.25,-0.25,-0.25,-0.26,0.2,0.01 +21.11.2014,5.8,4.23,4.75,25.13,25.18,10.2,15.29,8.31,23.27,20.43,20.4,2.81,4.72,0.3,10.6,19.39,21.99,24.8,-2.31,11.01,8.77,2.78,1.4,0.28,4.38,1.4,0,0.13,0.54,0,5.82,5.48,4.75,4.74,18.83,25.21,24.9,27.93,36.79,-2.33,7.13,2.77,1.4,1.38,1.26,0.04,0.02,0.01,-0.08,0.2,0 +22.11.2014,6.03,3.59,4.08,24.23,24.16,10.35,15.32,8.43,22.97,20.27,20.19,2.62,4.56,0.3,10.07,18.37,20.95,26.97,-2.14,10.28,8.22,6.01,1.78,0.27,7.17,1.78,0,0.13,0.56,0,6.09,5.27,4.08,4.05,18.15,24.22,27.06,29.9,38.2,-2.16,6.76,6,1.78,1.77,1.64,0.48,0.47,0.45,0.36,0.2,0 +23.11.2014,5.7,3.81,4.33,24.8,24.81,9.78,15.04,8.65,23.22,20.54,20.49,2.63,4.61,0.3,9.89,19.45,21.95,28.61,-2.12,10.27,8.07,6.68,1.7,0.26,4.78,1.7,0,0.12,0.56,0,5.72,5.22,4.33,4.32,19.05,24.84,27.87,27.85,35.82,-1.81,7.19,6.7,1.7,1.72,1.96,1.63,1.66,1.68,1.83,0.2,0 +24.11.2014,5.64,4.52,5.07,26.84,26.94,9.81,15.5,9.02,24.45,21.78,21.77,2.67,4.95,0.3,9.99,22.25,25.38,32.26,-2.18,10.55,8.39,6.9,2.5,0.34,6.8,2.5,0,0.13,0.56,0,5.64,5.57,5.07,5.06,21.43,26.94,32.03,33.98,42.42,-2.09,8.28,6.89,2.5,2.51,2.42,1.34,1.33,1.32,1.28,0.2,0.04 +25.11.2014,5.69,5.7,6.29,30.45,30.77,10.25,16.83,9.93,27.29,24.08,24.14,3.26,5.29,0.3,9.51,26.97,29.57,33.92,-2.1,10.25,8,4.41,1.31,0.28,3.98,1.31,0,0.15,0.54,0,5.65,6.19,6.29,6.31,26.14,30.71,32.77,31.39,39.2,-1.64,10.16,4.42,1.31,1.32,1.44,0.8,0.81,0.82,0.9,0.2,0.02 +26.11.2014,5.85,5.23,5.82,28.4,28.59,10.51,16.3,9.11,25.57,22.56,22.57,3.03,4.98,0.3,9.32,24.62,27.16,32.13,-2.05,9.9,7.85,4.97,1.94,0.19,5.97,1.94,0,0.16,0.57,0,5.84,6,5.82,5.82,23.84,28.58,31.83,33.23,41.08,-1.92,9.12,4.96,1.94,1.92,1.8,0.61,0.6,0.58,0.5,0.2,0 +27.11.2014,5.01,4.95,5.55,26.83,27.11,9.1,14.72,8.79,23.98,21.2,21.25,2.83,4.83,0.3,9.62,22.63,25.23,29.31,-2.17,10.39,8.22,4.06,1.19,0.18,3.82,1.19,0,0.16,0.56,0,4.97,5.47,5.55,5.57,21.91,27.07,28.99,30.47,38.68,-2.04,8.41,4.07,1.19,1.2,1.31,0.61,0.62,0.63,0.7,0.2,0 +28.11.2014,5.06,3.74,4.29,22.9,23,8.87,13.47,7.81,21.08,18.64,18.62,2.42,4.33,0.3,9.6,17.8,20.39,25.66,-2.12,10.07,8.03,5.22,1.53,0.18,5.67,1.53,0,0.16,0.56,0,5.07,4.87,4.29,4.28,17.26,23.02,25.76,28.61,36.72,-2.15,6.62,5.22,1.53,1.52,1.52,0.56,0.56,0.56,0.55,0.2,0 +29.11.2014,5.08,3.99,4.55,23.38,23.53,8.99,13.67,7.74,21.35,18.84,18.84,2.5,4.44,0.3,9.9,18.22,20.73,24.27,-2.22,10.52,8.45,3.48,1.67,0.17,4.76,1.67,0,0.16,0.56,0,5.09,5.02,4.55,4.54,17.61,23.54,24.8,29.2,37.83,-2.42,6.82,3.47,1.67,1.65,1.52,0.36,0.35,0.33,0.25,0.2,0 +30.11.2014,4.97,4.01,4.55,23.08,23.24,8.83,13.38,7.56,20.94,18.52,18.52,2.42,4.43,0.3,10.04,17.75,20.31,22.87,-2.25,10.7,8.6,2.5,1.04,0.17,3.38,1.04,0,0.16,0.54,0,4.96,4.96,4.55,4.55,17.18,23.24,23.41,27.83,36.61,-2.45,6.58,2.5,1.04,1.03,1.03,0.12,0.12,0.12,0.11,0.2,0 +01.12.2014,4.6,3.78,4.31,21.91,22.07,8.18,12.63,7.36,20.05,17.58,17.59,2.47,4.42,0.3,10.97,15.73,18.26,19.87,-2.44,11.68,9.31,1.55,0.82,0.15,1.68,0.82,0,0.14,0.53,0,4.6,4.66,4.31,4.32,15.07,22.06,19.96,23.17,32.56,-2.5,5.64,1.56,0.82,0.82,0.94,0.28,0.29,0.3,0.38,0.2,0 +02.12.2014,4.66,3.16,3.65,19.69,19.75,8.16,12.08,6.63,18.4,16.09,16.06,2.28,4.26,0.3,11.36,13.01,15.52,16.73,-2.49,11.87,9.53,1.13,0.64,0.15,1.4,0.64,0,0.14,0.52,0,4.68,4.36,3.65,3.64,12.18,19.78,17.26,21.92,31.63,-2.69,4.25,1.14,0.64,0.65,0.77,0.1,0.11,0.12,0.2,0.2,0 +03.12.2014,4.84,3.79,4.31,20.99,21.12,8.66,12.66,6.58,19.18,16.69,16.69,2.48,4.42,0.3,11.59,13.64,16.22,16.72,-2.53,12.18,9.72,0.47,1.02,0.14,2.41,1.02,0,0.14,0.53,0,4.84,4.76,4.31,4.3,13.49,21.12,16.83,20.17,29.99,-2.6,4.71,0.46,1.02,1,0.88,-0.31,-0.32,-0.34,-0.42,0.2,0 +04.12.2014,5.29,3.66,4.15,20.89,20.91,9.37,13.11,6.51,19.23,16.8,16.76,2.39,4.34,0.3,11.14,14.33,16.88,21.92,-2.33,11.46,8.98,5.14,2.28,0.15,5.81,2.28,0,0.13,0.53,0,5.32,4.9,4.15,4.13,13.62,20.94,20.75,19.62,28.41,-1.88,4.77,5.13,2.28,2.27,2.15,0.95,0.93,0.92,0.84,0.2,0 +05.12.2014,5.79,4.51,5.04,24.39,24.48,10.34,14.76,7.44,22.03,19.38,19.36,2.64,4.56,0.3,9.97,18.66,21.49,28.96,-2.07,10.32,7.95,7.62,2.22,0.17,7.15,2.22,0,0.12,0.55,0,5.8,5.62,5.04,5.04,18.6,24.49,26.96,22.76,30.33,-1.28,6.67,7.62,2.22,2.23,2.24,1.35,1.36,1.36,1.37,0.2,0 +06.12.2014,5.73,6.37,7,29.56,29.95,10.96,16.4,8.21,25.47,22.43,22.52,3.12,5.17,0.3,9.52,26,28.5,32.32,-2.11,10.4,8.06,3.92,1.32,0.16,4.48,1.32,0,0.14,0.55,0,5.68,6.54,7,7.03,25.2,29.87,30.73,27.97,35.74,-1.49,9.53,3.92,1.32,1.32,1.32,0.41,0.41,0.41,0.41,0.2,0 +07.12.2014,5.5,6.35,6.98,29.28,29.65,10.67,16.1,8.06,25.08,22.18,22.26,3.01,5.2,0.3,9.8,25.57,28.17,28.57,-2.24,10.74,8.51,0.37,0.36,0.15,0.81,0.36,0,0.15,0.56,0,5.45,6.43,6.98,7.01,24.64,29.58,28.35,30.41,38.97,-2.17,9.27,0.38,0.36,0.38,0.5,-0.15,-0.14,-0.12,-0.04,0.2,0 +08.12.2014,5.41,4.47,5.02,23.6,23.72,9.88,14.15,6.92,21.05,18.59,18.59,2.45,4.54,0.3,10.45,18.25,21.31,21.97,-2.32,11.01,8.61,0.68,0.81,0.22,1.8,0.81,0,0.14,0.55,0,5.41,5.42,5.02,5.02,17.34,23.73,21.23,21.51,30.03,-2.02,6.41,0.68,0.81,0.81,0.81,-0.12,-0.12,-0.12,-0.12,0.2,0.07 +09.12.2014,5.37,3.17,3.66,19.73,19.68,9.46,12.9,6.23,18.48,16.17,16.1,2.24,4.14,0.3,10.75,12.86,15.41,20.14,-2.36,11.1,8.89,4.67,1.35,0.19,6.28,1.35,0,0.13,0.54,0,5.41,4.75,3.66,3.63,12.56,19.74,20.66,25.23,34.3,-2.56,4.43,4.66,1.35,1.34,1.22,0.02,0,-0.01,-0.09,0.2,0.03 +10.12.2014,5.76,3.26,3.73,20.11,20.02,10.09,13.37,6.23,18.8,16.51,16.42,2.21,4.25,0.3,10.91,13.23,16.2,25.59,-2.35,11.22,8.95,9.37,2.19,0.23,8.9,2.19,0,0.13,0.55,0,5.81,4.97,3.73,3.7,12.86,20.09,25.69,29.01,38.07,-2.41,4.71,9.37,2.19,2.2,2.21,1.34,1.34,1.35,1.36,0.2,0.05 +11.12.2014,6.05,4.76,5.3,25,25.11,10.88,15.07,7.14,22.05,19.74,19.72,2.3,4.73,0.3,9.88,20.38,23.4,35.25,-2.2,10.72,8.55,11.88,2.28,0.31,10.9,2.28,0,0.15,0.56,0,6.07,5.88,5.3,5.29,19.49,25.12,34.97,37.1,45.7,-2.21,7.46,11.88,2.28,2.31,2.36,1.56,1.57,1.58,1.62,0.2,0.17 +12.12.2014,6.5,6.45,7.07,30.95,31.3,12.08,17.57,8.75,26.79,23.82,23.86,3.03,5.41,0.3,9.13,28.18,31.36,39.81,-1.97,9.81,7.56,8.6,1.62,0.36,8.18,1.62,0,0.22,0.59,0,6.47,6.96,7.07,7.09,27.15,31.25,37.88,34.09,41.33,-1.36,10.71,8.6,1.62,1.63,1.65,0.78,0.78,0.78,0.8,0.2,0.27 +13.12.2014,6.12,6.62,7.26,31.48,31.9,11.59,17.43,8.99,27.21,24.09,24.18,3.2,5.46,0.3,9.41,28.63,31.57,39.59,-2.1,10.27,7.95,8.13,1.53,0.29,9.49,1.53,0,0.21,0.57,0,6.06,6.89,7.27,7.3,27.54,31.83,38.02,35.32,42.98,-1.59,10.69,8.12,1.53,1.52,1.39,0.26,0.24,0.23,0.15,0.2,0.19 +14.12.2014,6.07,6.11,6.73,29.98,30.31,11.37,16.97,8.78,26.26,23.17,23.23,3.15,5.2,0.3,9.25,26.88,29.43,34.83,-2.09,10.01,7.92,5.36,1.02,0.24,4.11,1.02,0,0.2,0.57,0,6.04,6.6,6.73,6.75,25.83,30.27,34.52,36.11,44.02,-2.09,9.76,5.38,1.02,1.05,1.29,0.93,0.96,0.99,1.15,0.2,0.09 +15.12.2014,5.66,4.63,5.17,25.2,25.33,10.25,14.93,7.79,22.68,20.04,20.03,2.63,4.67,0.3,9.89,20.35,22.95,28.16,-2.23,10.46,8.31,5.15,1.41,0.22,5.66,1.41,0,0.17,0.55,0,5.66,5.65,5.17,5.17,19.63,25.35,28.3,31.54,39.95,-2.41,7.2,5.15,1.41,1.41,1.41,0.47,0.47,0.47,0.47,0.2,0.05 +16.12.2014,5.46,3.97,4.49,23.29,23.34,9.67,14.12,7.62,21.44,18.84,18.81,2.56,4.53,0.3,10.27,17.63,19.95,27.16,-2.3,10.77,8.63,7.14,1.58,0.21,7.47,1.58,0,0.15,0.55,0,5.48,5.17,4.49,4.48,17.11,23.38,27.7,32.39,41.21,-2.63,6.51,7.14,1.58,1.58,1.58,0.68,0.66,0.66,0.66,0.2,0.05 +17.12.2014,5.42,3.86,4.39,23.19,23.24,9.54,13.93,7.69,21.27,18.86,18.82,2.38,4.53,0.3,9.87,18,20.64,28.09,-2.17,10.28,8.2,7.42,1.55,0.22,7.63,1.55,0,0.15,0.56,0,5.45,5.09,4.39,4.37,17.43,23.27,28.23,31.53,39.85,-2.36,6.41,7.43,1.55,1.56,1.56,0.72,0.72,0.72,0.73,0.2,0.06 +18.12.2014,5.39,4.62,5.16,24.36,24.52,9.78,14.07,7.48,21.61,19.21,19.2,2.42,4.76,0.3,10.29,19.41,22.37,28.3,-2.3,10.93,8.72,5.9,1.26,0.25,6.29,1.26,0,0.17,0.55,0,5.39,5.45,5.16,5.16,18.55,24.52,28.53,32.12,40.99,-2.44,6.89,5.9,1.26,1.27,1.28,0.45,0.46,0.46,0.47,0.2,0.14 +19.12.2014,5.24,5.17,5.79,25.95,26.24,9.76,14.37,7.6,22.39,20.11,20.15,2.33,5.07,0.3,10.67,21.24,24.9,29.12,-2.39,11.44,8.91,4.29,0.98,0.38,5.63,0.98,0,0.19,0.59,0,5.22,5.67,5.79,5.81,20.22,26.21,28.07,27.37,36.14,-2,7.7,4.29,0.99,0.98,0.87,-0.21,-0.22,-0.23,-0.3,0.2,0.08 +20.12.2014,5.8,4.78,5.37,25.09,25.18,10.55,14.67,7.3,21.86,19.77,19.73,2.1,4.9,0.3,10.17,19.99,23.61,29.96,-2.19,10.55,8.18,6.46,1.29,0.38,6.36,1.29,0,0.2,0.63,0,5.83,5.75,5.37,5.36,19.45,25.22,28.65,27.07,35.1,-1.7,7.47,6.46,1.3,1.31,1.33,0.55,0.56,0.56,0.58,0.2,0.07 +21.12.2014,6.12,4.58,5.14,24.5,24.59,11.01,14.96,7.23,21.88,19.42,19.38,2.43,4.71,0.3,9.89,19.36,21.93,33.31,-2.12,10.22,7.87,11.48,1.52,0.34,10.24,1.52,0,0.19,0.59,0,6.15,5.83,5.13,5.12,18.94,24.63,31.76,29.11,36.72,-1.5,7.24,11.49,1.52,1.54,1.66,1.14,1.16,1.17,1.26,0.2,0.13 +22.12.2014,6.1,5.27,5.84,29.36,29.55,10.79,16.34,10.22,26.56,23.56,23.53,3.02,5.36,0.3,9.87,25.39,28.25,46.26,-2.11,10.34,8.11,18.13,2.32,0.4,17.2,2.32,0,0.24,0.61,0,6.12,6.17,5.84,5.83,24.59,29.57,45.2,44.46,52.46,-1.72,9.61,18.13,2.32,2.34,2.36,1.58,1.58,1.58,1.61,0.2,0.24 +23.12.2014,6.92,7.2,7.96,40.65,41.27,12.18,21.01,14.94,36.51,32.6,32.66,3.97,7.01,0.3,9.06,40.05,43.67,59.85,-1.94,9.94,7.69,16.4,1.83,0.67,17.39,1.83,0,0.41,0.72,0,6.89,7.49,7.97,7.99,38.85,41.19,57.8,53.45,60.76,-1.15,15.56,16.38,1.83,1.82,1.6,0.3,0.27,0.25,0.11,0.2,0.45 +24.12.2014,6.88,7.38,8.1,42.95,43.48,11.92,22.08,16.49,39.22,34.77,34.83,4.52,7.27,0.3,8.82,43.05,46.24,61.65,-1.87,9.58,7.42,15.55,1.74,0.67,13.99,1.74,0,0.37,0.67,0,6.84,7.55,8.1,8.12,41.55,43.43,59.76,55.79,62.88,-1.14,16.58,15.56,1.74,1.76,1.9,1.38,1.4,1.41,1.51,0.2,0.34 +25.12.2014,6.38,7.38,8.07,42.03,42.59,11.23,21.38,16.28,38.54,33.83,33.92,4.81,6.98,0.3,8.98,41.82,44.06,55.43,-2.01,9.85,7.77,11.37,1.57,0.53,11.21,1.57,0,0.34,0.6,0,6.32,7.25,8.07,8.1,40.22,42.52,54.8,54.98,62.67,-1.75,15.93,11.36,1.57,1.57,1.56,0.9,0.9,0.9,0.89,0.2,0.25 +26.12.2014,6.28,5.37,5.95,35.98,36.17,10.42,19.32,14.98,34.2,30.05,30.04,4.14,6.11,0.3,9.5,33.45,35.65,49.25,-2.1,9.96,8.03,13.51,1.86,0.43,13.25,1.86,0,0.25,0.59,0,6.28,6.21,5.95,5.95,32.32,36.2,49.91,54.52,62.76,-2.34,12.53,13.51,1.86,1.85,1.85,1.21,1.21,1.2,1.2,0.2,0.14 +27.12.2014,6.05,4.2,4.73,32.54,32.59,9.7,17.95,14.3,31.72,27.88,27.83,3.78,5.65,0.3,9.93,28.71,30.78,41.73,-2.24,10.33,8.33,10.81,1.42,0.37,10.12,1.42,0,0.21,0.57,0,6.08,5.53,4.73,4.71,27.85,32.65,42.74,48.59,57.2,-2.6,10.68,10.82,1.42,1.42,1.53,1.07,1.08,1.09,1.16,0.2,0.08 +28.12.2014,5.28,4.2,4.72,30.35,30.44,8.53,16.24,13.09,29.18,25.67,25.65,3.5,5.51,0.3,10.95,25.58,27.59,36.76,-2.54,11.59,9.48,8.98,1.36,0.31,9.14,1.36,0,0.16,0.54,0,5.29,5.14,4.71,4.71,24.57,30.46,38.8,48.73,58.79,-3.35,9.41,8.98,1.36,1.37,1.38,0.69,0.69,0.7,0.71,0.2,0.05 +29.12.2014,5.79,3.59,4.1,27.72,27.7,9.49,16.11,11.47,26.91,23.72,23.66,3.12,5.02,0.3,9.84,22.97,25.16,37.95,-2.14,10.07,8.16,12.7,2.01,0.32,13.46,2.01,0,0.16,0.57,0,5.84,5.12,4.1,4.08,22.39,27.76,38.91,44.73,53.18,-2.53,8.48,12.69,2.01,1.99,1.86,0.87,0.85,0.84,0.75,0.2,0.03 +30.12.2014,5.72,4.79,5.34,28.04,28.18,10.03,16.05,9.74,25.79,22.7,22.69,3.09,5.08,0.3,9.81,23.9,26.2,39.31,-2.18,10.38,8.28,13.09,1.81,0.29,12.93,1.81,0,0.16,0.56,0,5.72,5.68,5.34,5.34,23.01,28.18,39.47,42.66,51.05,-2.27,8.86,13.09,1.81,1.81,1.82,1.12,1.12,1.12,1.12,0.2,0.03 +31.12.2014,5.92,4.95,5.55,28.4,28.58,10.46,16.2,9.3,25.5,22.85,22.85,2.65,5.24,0.3,9.89,24.35,27.96,38.88,-2.21,10.55,8.43,10.88,1.51,0.37,10.8,1.51,0,0.18,0.6,0,5.92,5.91,5.55,5.55,23.49,28.58,39.04,42.3,50.84,-2.31,9.1,10.88,1.51,1.51,1.52,0.74,0.74,0.74,0.75,0.2,0.15 +01.01.2015,5.75,5.5,6.1,29.07,29.38,10.45,16.45,9.43,26.24,22.92,22.95,3.36,5.19,0.3,10.05,25.18,27.43,37.85,-2.22,10.7,8.32,10.47,1.44,0.39,9.66,1.44,0,0.21,0.57,0,5.73,6.09,6.1,6.12,24.11,29.35,36.71,35.56,43.68,-1.81,9.47,10.48,1.44,1.45,1.58,0.98,0.99,1,1.08,0.2,0.19 +02.01.2015,6.04,5.29,5.88,28.9,29.1,10.84,16.67,9.37,26.11,23.01,23.02,3.11,5.23,0.3,10.17,24.66,27.23,36.63,-2.24,10.71,8.4,9.41,1.39,0.35,8.68,1.39,0,0.19,0.59,0,6.04,6.13,5.88,5.88,23.74,29.1,35.95,36.39,44.72,-2.02,9.21,9.42,1.39,1.4,1.53,1.03,1.05,1.06,1.15,0.2,0.13 +03.01.2015,6.24,5.3,5.87,28.94,29.1,11.17,16.9,9.31,26.22,23.07,23.07,3.15,5.19,0.3,10.03,24.66,26.97,35.94,-2.21,10.53,8.17,9.05,1.73,0.36,10.05,1.73,0,0.16,0.58,0,6.24,6.25,5.87,5.87,23.85,29.1,34.8,33.59,41.56,-1.79,9.18,9.04,1.73,1.72,1.6,0.58,0.57,0.55,0.48,0.2,0.09 +04.01.2015,6.08,5.65,6.24,30.91,31.14,10.9,17.54,10.15,27.98,24.63,24.66,3.38,5.5,0.3,10.4,26.77,29.33,41.26,-2.33,11.14,8.73,11.99,1.52,0.32,13.12,1.52,0,0.14,0.56,0,6.06,6.37,6.24,6.25,25.82,31.11,40.53,40.9,49.54,-2.09,9.88,11.98,1.52,1.51,1.39,0.38,0.36,0.35,0.27,0.2,0.07 +05.01.2015,6.68,4.98,5.55,31.91,31.96,11.4,18.7,11.4,29.7,26.44,26.39,3.22,5.59,0.3,9.12,28.59,31.58,49.95,-1.88,9.39,7.44,18.44,2,0.39,17.94,2,0,0.17,0.61,0,6.72,6.34,5.55,5.53,27.96,32.01,49.22,49.25,56.62,-1.66,10.72,18.44,2,2.01,2.01,1.16,1.17,1.17,1.17,0.2,0.15 +06.01.2015,6.96,5.62,6.21,34.47,34.67,11.96,19.99,12.36,32.12,28.29,28.27,3.81,5.82,0.3,8.59,32.47,34.96,49.36,-1.84,9.07,7.24,14.39,1.93,0.43,12.89,1.93,0,0.24,0.62,0,6.98,6.73,6.21,6.21,31.45,34.68,49.05,50.3,57.54,-1.75,12.13,14.4,1.93,1.94,2.06,1.56,1.57,1.59,1.67,0.2,0.19 +07.01.2015,6.09,6.11,6.74,33.94,34.26,10.86,18.68,11.67,30.84,27.13,27.18,3.76,5.85,0.3,9.73,31.22,33.71,45.64,-2.22,10.58,8.43,11.88,1.65,0.37,11.8,1.65,0,0.2,0.58,0,6.06,6.55,6.74,6.76,29.97,34.22,45.78,48.93,57.46,-2.31,11.59,11.88,1.65,1.65,1.66,0.88,0.88,0.88,0.88,0.2,0.11 +08.01.2015,6.28,5.54,6.14,33.74,33.87,10.78,18.64,12.29,30.93,27.65,27.62,3.3,6.02,0.3,10.08,30.43,33.8,54.06,-2.18,10.65,8.68,20.24,2.08,0.56,20.12,2.08,0,0.22,0.63,0.01,6.3,6.39,6.13,6.12,29.36,33.9,54.82,60.44,69.45,-2.58,10.98,20.24,2.08,2.12,2.05,1.11,1.11,1.1,1.1,0.2,0.2 +09.01.2015,6.93,6.87,7.77,39.09,39.65,12.28,20.84,13.28,34.51,31.34,31.33,3.24,6.99,0.3,9.49,38.47,43.38,67.57,-1.93,10.09,7.86,24.42,1.9,1,22.09,1.9,0,0.56,0.92,0.02,6.94,7.41,7.77,7.77,36.7,39.65,65.43,61.38,68.98,-1.23,14.46,24.43,1.9,1.95,2.02,1.46,1.47,1.48,1.57,0.2,0.65 +10.01.2015,8.04,8.29,9.25,45.2,46,14.48,24.5,15.02,40.1,35.89,35.93,4.29,7.76,0.3,8.57,46.59,50.76,74.23,-1.67,9.29,7.01,23.78,2.05,1.01,22.73,2.04,0.02,0.65,0.92,0.04,8.03,8.68,9.25,9.26,44.79,45.94,70.51,60.53,66.81,-0.31,18.08,23.77,2.06,2.06,1.97,0.92,0.91,0.9,0.85,0.2,0.58 +11.01.2015,7.7,8.84,9.66,46.48,47.16,14.09,24.89,15.69,41.6,36.71,36.78,5.02,7.76,0.3,8.6,47.59,50.49,78.36,-1.68,9.43,7.38,28.04,1.85,0.78,24.71,1.85,0,0.5,0.76,0.06,7.66,8.83,9.66,9.69,45.91,47.1,75.96,70.43,77.39,-0.84,18.17,28.06,1.85,1.9,2.15,1.95,1.99,2.02,2.2,0.2,0.39 +12.01.2015,8.57,6.88,7.64,55.09,55.46,12.59,27.53,26.73,53.6,47.55,47.48,5.99,9.19,0.3,9.15,56.31,60.16,87.38,-1.64,9.66,7.79,27.39,2.19,0.96,27.57,2.09,0.1,0.46,0.8,0.1,8.61,8.27,7.63,7.61,55.04,55.48,85.74,82.78,90.31,-1.15,21.64,27.37,2.19,2.18,1.96,0.62,0.6,0.57,0.44,0.2,0.38 +13.01.2015,8.94,8.17,8.86,62.53,63.02,12.69,30.9,30.62,61.49,53.68,53.67,7.82,10.06,0.3,9.59,64.32,66.79,93.7,-1.76,10.31,8.33,27.03,2.11,0.81,22.99,1.83,0.29,0.42,0.7,0.15,8.94,9.12,8.86,8.86,63.06,62.98,92.12,89.44,97.52,-1.31,25.13,27.06,2.11,2.15,2.52,2.46,2.51,2.55,2.8,0.2,0.28 +14.01.2015,8.53,9.4,10.19,66.43,67.12,12.21,31.68,31.6,64.11,56.12,56.2,8.08,10.74,0.3,10.23,69.1,72.3,91.88,-2.08,11.29,9.04,19.62,1.93,0.76,16.99,1.59,0.34,0.43,0.71,0.22,8.47,9.56,10.19,10.22,67.25,67.02,90.69,89.37,98.21,-1.75,26.62,19.64,1.93,1.96,2.21,1.93,1.96,1.99,2.16,0.2,0.27 +15.01.2015,8.75,8.34,9.08,62.71,63.03,12.57,30.82,30.48,61.45,53.62,53.63,7.84,10.04,0.3,10.69,63.5,66.72,82.34,-2.19,11.21,9.11,15.52,1.84,0.68,13.99,1.49,0.35,0.34,0.73,0.24,8.75,9.16,9.08,9.08,61.93,63.05,82.54,85.8,95.02,-2.37,24.29,15.53,1.84,1.86,1.99,1.48,1.49,1.51,1.6,0.2,0.21 +16.01.2015,8.54,8.09,8.7,56.88,57.09,13.09,29.21,25.74,55.11,48.21,48.19,6.93,9.22,0.3,10.9,56.11,58.75,71.74,-2.33,11.29,9.14,12.87,2.19,0.63,13.16,1.73,0.46,0.31,0.63,0.23,8.55,8.91,8.7,8.7,54.92,57.13,72.44,77.6,87,-2.72,21.47,12.86,2.19,2.19,2.1,1.12,1.11,1.1,1.05,0.2,0.15 +17.01.2015,8.49,7.33,8.05,52.72,53.04,13.29,27.81,23.23,50.85,44.7,44.68,6.12,8.66,0.3,10.79,51.9,55.45,71.17,-2.31,11.29,9.29,15.64,2.78,0.76,19.67,2.2,0.58,0.41,0.73,0.23,8.5,8.51,8.05,8.04,50.44,53.07,72.61,80.21,89.91,-2.98,19.81,15.59,2.78,2.72,2.11,0,-0.07,-0.14,-0.54,0.2,0.29 +18.01.2015,8.45,7.07,7.7,52.19,52.41,13,27.62,23.61,50.92,44.53,44.5,6.35,8.46,0.3,10.63,50.98,53.5,74.6,-2.22,11.1,9.05,21.06,2.49,0.63,20.43,1.99,0.5,0.32,0.66,0.22,8.47,8.37,7.7,7.69,49.81,52.44,75.13,79.71,88.95,-2.55,19.47,21.06,2.49,2.48,2.47,1.65,1.65,1.65,1.64,0.2,0.18 +19.01.2015,8.18,6.93,7.53,54.39,54.6,11.81,27.72,26.26,53.7,46.9,46.87,6.77,8.79,0.3,11.01,53.2,55.79,73.94,-2.34,11.59,9.41,18.07,1.73,0.58,15.99,1.46,0.27,0.26,0.62,0.22,8.2,8.16,7.53,7.52,51.94,54.61,74.47,79.12,88.72,-2.63,20.29,18.08,1.73,1.75,2,1.68,1.71,1.74,1.9,0.2,0.11 +20.01.2015,7.99,6.96,7.55,53.06,53.22,11.7,27.01,25.09,51.98,45.54,45.52,6.43,8.64,0.3,10.74,51.75,54.84,70.05,-2.27,11.19,9.01,15.14,1.87,0.56,14.71,1.83,0.04,0.22,0.61,0.21,8,8.06,7.55,7.54,50.67,53.24,70.24,73.64,82.79,-2.37,19.74,15.15,1.87,1.88,1.9,1.15,1.15,1.16,1.18,0.2,0.12 +21.01.2015,7.3,7.62,8.31,50.9,51.24,11.44,25.33,22.66,48.62,42.5,42.56,6.19,8.25,0.3,10.6,49.95,52.51,63.76,-2.37,11.38,9.09,11.19,1.87,0.53,11.98,1.79,0.08,0.19,0.64,0.2,7.26,8.05,8.31,8.34,48.49,51.19,63.91,67.11,76.3,-2.43,19.02,11.18,1.87,1.86,1.74,0.7,0.68,0.67,0.59,0.2,0.15 +22.01.2015,6.27,6.32,6.97,40.42,40.65,10.41,20.92,16.65,38.07,33.38,33.43,4.74,6.8,0.3,11,37.38,39.83,50.99,-2.51,11.59,9.32,10.99,1.36,0.49,10.32,1.36,0,0.19,0.61,0.13,6.23,6.85,6.97,6.99,36.01,40.65,52.01,58.28,67.9,-2.91,14.03,11,1.36,1.37,1.49,0.94,0.96,0.97,1.05,0.2,0.1 +23.01.2015,6.19,4.59,5.1,30.77,30.78,10.46,17.74,11.93,29.3,25.72,25.68,3.54,5.47,0.3,10.73,26.03,28.54,41.79,-2.41,11.03,8.94,13.09,1.85,0.45,14.02,1.85,0,0.18,0.55,0.08,6.21,5.9,5.1,5.09,25.04,30.84,43.21,50.81,60.14,-2.99,9.61,13.08,1.85,1.83,1.71,0.68,0.66,0.65,0.57,0.2,0.08 +24.01.2015,6.64,2.92,3.36,28.67,28.44,10.6,17.69,12.79,29.01,25.54,25.39,3.31,5.18,0.3,10.34,23.2,25.56,49.55,-2.16,10.34,8.57,23.85,2.31,0.44,22.34,2.31,0,0.16,0.57,0.04,6.74,5.25,3.35,3.3,22.74,28.57,51.34,60.13,69.19,-2.92,8.58,23.86,2.31,2.32,2.42,1.89,1.9,1.91,1.98,0.2,0.07 +25.01.2015,6.78,6.71,7.31,40.43,40.81,11.45,21.42,15.65,37.58,33.05,33.1,4.58,6.7,0.3,8.86,39.31,41.59,60.12,-1.91,9.72,7.81,18.58,1.85,0.44,18.42,1.85,0,0.18,0.56,0.02,6.75,7.26,7.31,7.33,38.28,40.74,59.76,61.1,68.91,-1.83,15.05,18.58,1.85,1.85,1.86,1.07,1.07,1.07,1.08,0.2,0.06 +26.01.2015,7.01,7.35,7.94,43.72,44.09,11.87,22.79,17.01,40.47,35.7,35.75,4.85,7.28,0.3,8.94,43.19,46.08,61.76,-1.9,9.74,7.73,15.76,1.99,0.48,15.09,1.99,0,0.23,0.56,0.01,6.98,7.72,7.95,7.96,42.06,44.04,60.79,60.11,67.75,-1.6,16.5,15.77,1.99,2.02,2.06,1.31,1.32,1.33,1.38,0.2,0.06 +27.01.2015,7.15,7.29,7.93,45.71,46.23,11.84,23.61,18.51,42.67,37.69,37.74,5.04,7.64,0.3,9.53,45.27,48.88,59.32,-2.08,10.38,8.07,10.53,1.57,0.6,11.2,1.57,0,0.36,0.59,0.02,7.11,7.75,7.94,7.96,43.95,46.17,57.78,55.06,62.86,-1.51,17.37,10.52,1.57,1.56,1.44,0.36,0.35,0.34,0.26,0.2,0.17 +28.01.2015,7.37,5.95,6.48,44.97,45.11,11.25,23.45,20.71,43.76,38.58,38.52,5.15,7.49,0.3,9.58,43.3,46.33,59.02,-1.97,9.88,7.85,12.72,1.91,0.61,11.07,1.77,0.14,0.31,0.58,0.15,7.41,7.22,6.48,6.46,42.55,45.17,58.4,58.82,66.63,-1.78,16.44,12.73,1.92,1.95,2.1,1.63,1.65,1.67,1.78,0.2,0.13 +29.01.2015,7.85,6.14,6.76,46.42,46.76,12.1,24.38,20.99,44.88,39.75,39.69,5.09,7.81,0.3,9.56,45.33,48.94,71.07,-1.87,9.88,7.88,22.29,3.13,0.75,23.49,2.2,0.92,0.48,0.67,0.18,7.89,7.57,6.76,6.73,44.54,46.8,69.94,68.82,76.57,-1.51,17.52,22.26,3.13,3.1,2.75,1.18,1.14,1.1,0.88,0.2,0.22 +30.01.2015,7.98,7.04,7.66,50.9,51.3,12.15,25.98,23.13,49.02,43.26,43.25,5.75,8.45,0.3,9.6,50.71,54.37,78.88,-1.88,10.19,8.18,24.6,2.53,0.71,21.2,1.95,0.58,0.41,0.63,0.18,7.99,8.09,7.66,7.65,49.72,51.3,77.81,76.85,84.91,-1.55,19.56,24.63,2.53,2.57,2.84,2.61,2.64,2.67,2.86,0.2,0.16 +31.01.2015,8.43,8.39,9.05,56.11,56.68,13.14,28.45,24.78,53.63,47,47.04,6.67,9.14,0.3,9.3,57.58,60.83,82.7,-1.82,10.08,8.11,21.96,2.18,0.71,21.14,1.73,0.45,0.42,0.62,0.18,8.41,9,9.05,9.06,56.13,56.62,81.55,80.06,88,-1.43,22.2,21.96,2.18,2.18,2.19,1.43,1.43,1.43,1.44,0.2,0.16 +01.02.2015,8.16,8.13,8.79,55.96,56.49,12.48,28.1,25.21,53.69,47.11,47.15,6.62,9.12,0.3,9.19,57.48,60.49,84.52,-1.74,9.84,7.94,24.1,2.15,0.71,22.36,1.69,0.47,0.43,0.62,0.19,8.13,8.74,8.79,8.8,56.02,56.46,83.34,81.56,89.3,-1.32,22.1,24.11,2.15,2.16,2.28,1.77,1.78,1.79,1.87,0.2,0.16 +02.02.2015,8.12,7.94,8.56,54.19,54.62,12.61,27.58,24.36,52.24,45.59,45.62,6.69,8.73,0.3,9.58,54.77,57.23,76.48,-1.94,10.17,8.16,19.22,2.3,0.69,18.44,1.8,0.51,0.37,0.59,0.19,8.1,8.6,8.56,8.57,53.36,54.61,75.8,75.73,83.79,-1.69,20.96,19.22,2.3,2.31,2.33,1.54,1.55,1.55,1.56,0.2,0.12 +03.02.2015,8.06,7.33,7.9,52.92,53.21,12.2,27.09,24.36,51.4,45.04,45.02,6.36,8.63,0.3,9.7,52.72,55.48,79.87,-1.88,10.14,8.28,24.42,2.53,0.68,24.51,1.97,0.56,0.35,0.58,0.19,8.07,8.25,7.9,7.9,51.69,53.24,79.7,81.54,89.89,-1.87,20.24,24.41,2.53,2.52,2.39,1.33,1.31,1.3,1.21,0.2,0.1 +04.02.2015,7.82,7.25,7.83,50.44,50.78,12.15,26.1,22.44,48.65,42.6,42.61,6.06,8.14,0.3,6.08,53.52,56.03,74.57,-0.84,6.41,5.65,18.46,1.99,0.56,17.14,1.56,0.43,0.34,0.57,0.2,7.81,8.09,7.83,7.83,52.41,50.78,74.73,76.41,82.16,-0.93,20.45,18.47,1.99,2,2.13,1.58,1.6,1.61,1.7,0.2,0.09 +05.02.2015,7.77,6.79,7.34,47.71,47.98,12.2,25.2,20.93,46.03,40.39,40.38,5.63,7.67,0.3,4.15,52.15,54.66,71.29,-0.08,4.57,4.64,16.54,2.38,0.57,16.06,1.89,0.48,0.31,0.57,0.2,7.77,7.85,7.34,7.34,51.05,48,71.85,74.16,78.99,-0.33,19.62,16.54,2.38,2.37,2.37,1.48,1.48,1.48,1.48,0.2,0.05 +06.02.2015,7.56,7.38,7.96,48.76,49.16,12.09,25.34,20.88,46.56,40.74,40.78,5.85,7.91,0.3,6.96,51.24,53.75,70,-1.35,7.88,6.76,16.16,2.43,0.54,16.56,1.95,0.48,0.3,0.55,0.2,7.54,8.08,7.96,7.98,49.71,49.13,70.99,76.03,83.07,-1.76,19.39,16.15,2.43,2.42,2.29,1.2,1.19,1.17,1.09,0.2,0.03 +07.02.2015,6.94,7.41,8.03,46.85,47.29,11.38,23.93,19.56,44.17,38.73,38.79,5.51,7.63,0.3,8.52,47.45,49.87,61.85,-1.87,9.39,7.52,11.92,1.96,0.48,10.63,1.59,0.38,0.27,0.56,0.21,6.9,7.8,8.03,8.05,46.02,47.24,61.6,62.91,70.43,-1.79,18.1,11.93,1.96,1.98,2.1,1.58,1.59,1.61,1.69,0.2,0.03 +08.02.2015,6.25,6.7,7.32,41.24,41.64,10.58,21.23,16.48,38.4,33.82,33.89,4.64,6.86,0.3,9.03,40.14,42.8,52.58,-2.05,9.82,7.86,9.71,1.9,0.48,11.68,1.54,0.36,0.28,0.56,0.2,6.21,7.1,7.32,7.34,39.07,41.61,52.78,55.88,63.86,-2.16,15.39,9.69,1.9,1.88,1.64,0.28,0.25,0.23,0.07,0.2,0.06 +09.02.2015,7.39,4.93,5.46,33.84,33.84,12.54,20.79,12.15,32.1,28.52,28.43,3.5,5.75,0.3,7.81,32.1,35.05,57.25,-1.5,7.88,6.55,22.15,2.59,0.56,20.58,2.09,0.5,0.28,0.6,0.23,7.46,6.81,5.46,5.42,31.27,33.94,57.79,61.64,68.4,-1.76,12.06,22.16,2.59,2.6,2.7,2.11,2.07,2.08,2.15,0.2,0.09 +10.02.2015,7,5.89,6.46,34.83,35.06,12.22,20.36,12.01,32.23,28.39,28.38,3.83,5.82,0.3,7.77,33.63,36.12,53.29,-1.65,8.3,6.65,17.13,2.43,0.51,15.66,1.95,0.48,0.26,0.58,0.23,7,7.05,6.46,6.45,32.67,35.07,53,54.08,60.73,-1.58,12.75,17.14,2.43,2.44,2.57,1.87,1.78,1.8,1.88,0.2,0.06 +11.02.2015,6.83,5.35,5.99,34.45,34.62,11.65,19.63,13.06,32.33,28.51,28.48,3.78,5.77,0.3,7.8,33.06,35.57,56.14,-1.6,8.23,6.71,20.56,2.66,0.56,20.93,2.13,0.53,0.27,0.67,0.23,6.85,6.72,5.99,5.97,32.14,34.65,56.23,58.66,65.47,-1.68,12.54,20.55,2.66,2.65,2.52,1.33,1.27,1.26,1.17,0.2,0.03 +12.02.2015,6.79,5.66,6.3,35.8,36.05,11.57,19.87,13.76,33.5,29.52,29.51,3.97,5.99,0.3,8.02,34.57,37.07,54.28,-1.71,8.6,6.97,17.16,2.23,0.6,16.77,1.79,0.44,0.27,0.65,0.22,6.8,6.88,6.3,6.29,33.58,36.06,54.41,56.95,64.01,-1.79,13.13,17.16,2.23,2.23,2.23,1.32,1.32,1.32,1.32,0.2,0.02 +13.02.2015,6.84,5.87,6.45,36.24,36.5,11.7,20.08,13.82,33.84,29.79,29.79,4.04,6.06,0.3,8.2,34.86,37.49,52.2,-1.77,8.81,7.11,14.66,2.18,0.46,13.34,1.76,0.42,0.27,0.59,0.22,6.85,7.01,6.45,6.45,33.93,36.5,52.32,54.88,62.08,-1.85,13.19,14.67,2.18,2.19,2.31,1.66,1.68,1.69,1.76,0.2,0.01 +14.02.2015,6.76,5.81,6.38,36.2,36.47,11.51,20.02,13.88,33.85,29.81,29.81,4.03,6.05,0.3,8.08,34.87,37.48,55.54,-1.7,8.66,7.04,18.05,2.41,0.45,17.66,1.96,0.45,0.27,0.57,0.22,6.76,6.93,6.38,6.38,34,36.47,55.64,58.08,65.2,-1.77,13.21,18.05,2.41,2.41,2.39,1.48,1.48,1.48,1.46,0.2,0.01 +15.02.2015,6.59,5.81,6.39,35.69,35.97,11.27,19.59,13.59,33.22,29.3,29.3,3.92,6.01,0.3,8.49,34.11,36.74,51.27,-1.87,9.19,7.47,14.45,2.17,0.43,14.22,1.77,0.4,0.26,0.57,0.22,6.58,6.82,6.39,6.39,33.06,35.97,51.82,55.89,63.54,-2.11,12.84,14.45,2.17,2.17,2.16,1.26,1.26,1.26,1.25,0.2,0.01 +16.02.2015,6.66,4.85,5.37,33.01,33.09,11.11,18.85,13.15,31.45,27.72,27.66,3.67,5.63,0.3,8.82,30.2,32.91,47.44,-1.89,9.19,7.45,14.46,2.28,0.44,15.2,1.86,0.42,0.25,0.57,0.22,6.69,6.34,5.37,5.35,29.43,33.15,47.97,52.03,59.67,-2.13,11.32,14.45,2.27,2.26,2.13,0.94,0.92,0.9,0.82,0.2,0.01 +17.02.2015,5.89,5.01,5.56,33.16,33.39,9.76,17.95,13.41,31.29,27.61,27.61,3.67,5.67,0.3,8.86,30.61,33.36,43.61,-1.95,9.44,7.56,10.19,1.54,0.44,8.51,1.27,0.27,0.23,0.55,0.22,5.89,6.03,5.56,5.56,29.76,33.39,43.74,46.46,54.1,-2.03,11.55,10.2,1.54,1.56,1.8,1.39,1.42,1.44,1.59,0.2,0.01 +18.02.2015,5.56,4.78,5.4,32.9,33.13,9.04,17.44,13.68,31.1,27.5,27.5,3.6,5.61,0.3,8.5,30.65,33.45,41.12,-1.87,9.06,7.27,7.63,1.89,0.42,7.67,1.56,0.33,0.23,0.62,0.22,5.56,5.77,5.4,5.4,29.82,33.13,41.26,43.92,51.28,-1.95,11.56,7.63,1.89,1.89,1.89,0.94,0.94,0.94,0.93,0.2,0.01 +19.02.2015,5.51,4.64,5.28,32.78,33.01,8.89,17.34,13.77,31.09,27.5,27.5,3.59,5.6,0.3,8.56,30.46,33.16,42.07,-1.87,9.13,7.26,8.93,2.07,0.42,10.87,1.71,0.35,0.24,0.64,0.24,5.51,5.74,5.28,5.28,29.63,33.01,41.77,42.97,50.21,-1.76,11.49,8.91,2.07,2.04,1.79,0.32,0.29,0.26,0.09,0.2,0.01 +20.02.2015,5.79,4.82,5.39,33.04,33.27,9.45,17.74,13.58,31.28,27.66,27.66,3.61,5.63,0.3,8.38,30.96,33.77,43.05,-1.81,8.93,7.11,9.28,1.66,0.43,8.55,1.38,0.28,0.24,0.57,0.25,5.79,5.98,5.39,5.39,30.09,33.28,42.74,43.88,50.98,-1.7,11.68,9.28,1.66,1.67,1.78,1.1,1.12,1.13,1.2,0.2,0.01 +21.02.2015,6.1,4.58,5.14,32.49,32.65,9.96,17.95,13.44,31.02,27.41,27.37,3.58,5.54,0.3,8.37,30.08,32.89,42.26,-1.79,8.79,7,9.37,1.88,0.43,9.47,1.56,0.32,0.24,0.59,0.26,6.13,6,5.14,5.13,29.35,32.68,41.95,43.09,50.08,-1.67,11.33,9.37,1.88,1.88,1.87,0.93,0.93,0.93,0.92,0.2,0.02 +22.02.2015,5.93,5.05,5.63,33.23,33.45,9.84,17.94,13.36,31.22,27.61,27.6,3.6,5.67,0.3,8.45,31.06,33.78,42.04,-1.84,9.02,7.17,8.26,1.72,0.4,8.5,1.44,0.28,0.23,0.59,0.28,5.94,6.11,5.63,5.63,30.23,33.45,41.73,42.91,50.08,-1.73,11.71,8.26,1.72,1.72,1.72,0.77,0.77,0.77,0.76,0.2,0.02 +23.02.2015,6.06,5.52,6.11,32.95,33.21,10.46,18.02,11.98,30.09,26.84,26.84,3.26,5.72,0.3,8.32,31.06,34.28,44.39,-1.8,8.9,7.12,10.11,1.93,0.44,10,1.61,0.32,0.25,0.59,0.29,6.06,6.44,6.11,6.11,30.17,33.21,44.15,45.85,53.04,-1.75,11.74,10.11,1.93,1.94,1.95,1.06,1.07,1.07,1.08,0.2,0.05 +24.02.2015,5.96,5.48,6.08,31.84,32.14,10.4,17.66,11.39,29.12,25.76,25.76,3.37,5.47,0.3,8.3,29.8,32.49,43.81,-1.79,8.87,6.99,11.35,2.09,0.46,12.5,1.75,0.34,0.28,0.59,0.31,5.95,6.33,6.08,6.08,28.87,32.13,43.04,42.74,49.62,-1.51,11.27,11.34,2.09,2.08,1.95,0.69,0.67,0.66,0.57,0.2,0.08 +25.02.2015,5.83,5.84,6.51,32.66,32.99,10.36,17.79,11.47,29.57,26.09,26.13,3.51,5.57,0.3,8.39,30.57,33.19,45.52,-1.84,9.09,7.17,12.38,2.02,0.47,12.62,1.69,0.33,0.25,0.64,0.33,5.8,6.44,6.51,6.53,29.76,32.96,44.76,44.45,51.51,-1.55,11.63,12.38,2.02,2.02,2.01,0.98,0.98,0.98,0.97,0.2,0.05 +26.02.2015,6.26,5.76,6.33,31.56,31.82,11.16,17.77,10.75,28.56,25.22,25.23,3.35,5.39,0.3,8.15,29.7,32.28,47.19,-1.74,8.71,6.96,14.91,2.35,0.48,14.95,1.97,0.38,0.24,0.57,0.33,6.25,6.62,6.33,6.34,28.62,31.81,46.83,47.77,54.71,-1.61,11.18,14.91,2.35,2.34,2.32,1.27,1.27,1.26,1.25,0.2,0.02 +27.02.2015,6.14,5.56,6.15,31.08,31.32,10.9,17.49,10.69,28.17,24.93,24.93,3.23,5.35,0.3,8.17,28.75,31.32,46.05,-1.76,8.71,6.95,14.72,1.98,0.4,14.08,1.67,0.31,0.24,0.58,0.33,6.14,6.45,6.15,6.15,28.07,31.32,45.74,46.83,53.77,-1.64,10.87,14.73,1.98,1.99,2.1,1.31,1.32,1.33,1.4,0.2,0.01 +28.02.2015,5.15,5.4,6.02,29.98,30.3,9.25,16.03,10.52,26.99,23.89,23.94,3.14,5.22,0.3,8.56,27.64,30.19,42.82,-1.92,9.3,7.37,12.61,1.9,0.37,12.99,1.61,0.29,0.21,0.57,0.33,5.11,5.9,6.02,6.04,26.56,30.27,42.5,43.68,51.04,-1.79,10.34,12.61,1.9,1.89,1.89,0.9,0.9,0.9,0.89,0.2,0.01 +01.03.2015,5.76,3.74,4.26,26.17,26.15,9.72,15.37,9.85,24.41,22.05,21.95,2.29,4.78,0.3,8.34,22.77,25.99,39.07,-1.76,8.5,6.84,13.02,2.18,0.5,12.36,1.85,0.34,0.25,0.6,0.34,5.83,5.36,4.26,4.22,22.09,26.24,39.27,42.23,49.21,-1.86,8.46,13.03,2.19,2.22,2.26,1.49,1.5,1.5,1.56,0.2,0.05 +02.03.2015,5.4,5.18,5.79,29.32,29.69,9.58,15.91,10.05,26.18,23.5,23.52,2.71,5.22,0.3,8.83,26.76,29.85,44.42,-1.95,9.54,7.52,14.62,2.2,0.53,14.49,1.83,0.37,0.31,0.6,0.32,5.39,5.93,5.79,5.8,25.65,29.66,43.71,43.81,51.26,-1.7,10.14,14.62,2.2,2.21,2.22,1.23,1.23,1.23,1.24,0.2,0.17 +03.03.2015,6.53,5.01,5.58,30.1,30.31,11.31,17.47,10.3,27.34,24.59,24.54,2.71,5.28,0.3,8.29,27.6,31.15,47.25,-1.71,8.62,6.68,16.21,2.37,0.59,15.81,1.97,0.4,0.33,0.61,0.33,6.56,6.46,5.57,5.56,26.83,30.35,45.68,42.58,48.98,-1.12,10.51,16.21,2.37,2.38,2.39,1.48,1.49,1.49,1.5,0.2,0.2 +04.03.2015,6.27,6.01,6.7,33.06,33.47,11.19,18.18,11.17,29.5,26.34,26.35,3.17,5.65,0.3,7.76,32.3,35.71,52.19,-1.64,8.4,6.69,16.54,2.57,0.59,15.72,2.11,0.46,0.35,0.68,0.34,6.26,6.73,6.7,6.71,30.93,33.45,51.46,51.15,57.75,-1.38,12.28,16.54,2.57,2.59,2.61,1.69,1.69,1.7,1.72,0.2,0.24 +05.03.2015,6.21,6.18,6.84,33.93,34.42,11.08,18.48,11.64,30.43,27.04,27.08,3.41,5.72,0.3,7.49,33.45,36.44,53.89,-1.59,8.19,6.6,17.46,2.63,0.56,16.89,2.15,0.48,0.4,0.63,0.33,6.18,6.83,6.84,6.85,32.24,34.39,53.55,54.49,61.08,-1.48,12.73,17.46,2.63,2.63,2.63,1.61,1.61,1.61,1.61,0.2,0.24 +06.03.2015,5.46,5.24,5.87,30.96,31.33,9.53,16.67,11.27,28.2,25.05,25.07,3.18,5.27,0.3,7.72,29.87,32.47,47.33,-1.7,8.37,6.75,14.8,2.45,0.5,14.34,2.01,0.44,0.32,0.6,0.33,5.44,6.05,5.87,5.88,28.44,31.32,47.46,50.01,56.86,-1.78,11.19,14.8,2.45,2.45,2.45,1.48,1.48,1.48,1.48,0.2,0.13 +07.03.2015,5.23,4.78,5.4,29.17,29.48,9.04,15.81,10.84,26.76,23.75,23.77,3.02,5.01,0.3,7.95,27.34,29.86,44.35,-1.77,8.62,7,14.41,2.38,0.5,14.06,1.97,0.41,0.28,0.6,0.33,5.22,5.66,5.4,5.41,26.1,29.48,44.88,48.86,56.04,-2.02,10.23,14.41,2.38,2.38,2.37,1.41,1.41,1.4,1.4,0.2,0.1 +08.03.2015,5.47,4.64,5.24,28.91,29.18,9.4,15.98,10.68,26.63,23.67,23.67,2.95,4.98,0.3,7.89,26.89,29.36,42.27,-1.76,8.53,6.92,12.84,2.39,0.48,12.35,1.98,0.41,0.27,0.59,0.32,5.47,5.76,5.24,5.24,25.82,29.18,42.79,46.69,53.78,-1.99,10.07,12.83,2.39,2.38,2.38,1.52,1.51,1.51,1.5,0.2,0.06 +09.03.2015,4.71,4.8,5.42,28.03,28.38,8.32,14.83,10.07,25.34,22.54,22.59,2.85,4.94,0.3,8.79,25.31,28.04,40.05,-2.02,9.66,7.79,11.94,2.16,0.43,12.85,1.8,0.36,0.23,0.57,0.3,4.67,5.43,5.42,5.44,24.1,28.34,40.59,44.78,52.75,-2.27,9.44,11.93,2.16,2.14,2.01,0.77,0.75,0.74,0.65,0.2,0.04 +10.03.2015,5.19,2.88,3.4,23.52,23.47,8.54,13.97,9.57,22.66,20.26,20.17,2.3,4.34,0.3,8.55,19.19,21.93,33.52,-1.83,8.73,7.06,11.49,1.85,0.44,10.52,1.55,0.3,0.21,0.6,0.3,5.25,4.65,3.39,3.36,18.74,23.56,34.12,38.24,45.49,-2.09,7.06,11.5,1.85,1.86,1.98,1.33,1.34,1.36,1.43,0.2,0.03 +11.03.2015,4.78,3.28,3.85,23.36,23.44,8.03,13.18,9.04,21.78,19.57,19.53,2.16,4.34,0.3,8.62,19.42,22.01,32.64,-1.88,9.04,7.23,10.6,2.11,0.41,11.55,1.78,0.33,0.19,0.61,0.3,4.81,4.62,3.85,3.83,18.69,23.48,32.73,35.39,42.71,-1.96,7.17,10.59,2.11,2.09,1.96,0.75,0.73,0.71,0.63,0.2,0.02 +12.03.2015,5.07,4,4.56,25.4,25.58,8.67,14.01,9.44,23.27,20.86,20.84,2.39,4.5,0.3,7.69,22.68,25.3,39.17,-1.63,8.16,6.52,13.9,2.42,0.42,13.55,2.07,0.36,0.21,0.58,0.3,5.08,5.18,4.56,4.56,21.93,25.59,38.82,39.73,46.23,-1.53,8.51,13.9,2.42,2.42,2.4,1.43,1.43,1.42,1.41,0.2,0.01 +13.03.2015,4.72,5.2,5.86,27.08,27.48,8.75,13.58,9.34,23.58,21.12,21.19,2.52,4.75,0.3,7.61,25.25,28.01,36.69,-1.69,8.34,6.56,8.68,1.54,0.42,7.11,1.42,0.12,0.21,0.6,0.3,4.67,5.63,5.86,5.88,24.21,27.42,35.96,35.51,41.96,-1.43,9.55,8.7,1.54,1.56,1.79,1.35,1.38,1.41,1.55,0.2,0.01 +14.03.2015,5.11,5.28,5.89,26.47,26.81,9.55,13.5,8.82,22.78,20.51,20.56,2.32,4.69,0.3,7.65,24.7,27.34,32.2,-1.72,8.3,6.66,4.82,1.68,0.44,5.99,1.68,0,0.22,0.57,0.29,5.08,5.86,5.89,5.91,23.42,26.77,32.35,35.01,41.77,-1.81,9.25,4.81,1.68,1.67,1.55,0.43,0.41,0.4,0.32,0.2,0.01 +15.03.2015,5.33,4.19,4.76,23.41,23.56,9.56,12.87,8.05,20.7,18.69,18.67,1.99,4.27,0.3,7.93,20.23,22.97,30.95,-1.73,8.33,6.68,7.94,1.56,0.44,8.3,1.56,0,0.22,0.58,0.29,5.34,5.42,4.76,4.75,19.44,23.59,31.06,33.61,40.38,-1.81,7.5,7.94,1.56,1.56,1.55,0.71,0.7,0.7,0.69,0.2,0.02 +16.03.2015,5.64,4.13,4.67,22.9,23.01,10.08,13.27,7.65,20.54,18.29,18.25,2.2,4.23,0.3,8.58,18.77,21.49,30.95,-1.87,9.01,7.21,9.43,1.88,0.42,10.57,1.88,0,0.2,0.57,0.27,5.67,5.52,4.67,4.66,18.18,23.04,31.03,33.68,40.98,-1.95,6.86,9.42,1.88,1.86,1.73,0.53,0.51,0.5,0.41,0.2,0.01 +17.03.2015,5.81,4.23,4.75,23.04,23.13,10.39,13.48,7.6,20.62,18.36,18.32,2.21,4.24,0.3,8.54,18.97,21.48,28.97,-1.88,9.02,7.29,7.41,1.74,0.41,6.66,1.74,0,0.2,0.55,0.27,5.84,5.62,4.74,4.73,18.36,23.17,29.49,33.51,40.97,-2.12,7.03,7.42,1.74,1.74,1.85,1.14,1.15,1.16,1.23,0.2,0.01 +18.03.2015,5.61,4.56,5.1,23.71,23.9,10.15,13.4,7.72,21,18.62,18.62,2.36,4.32,0.3,8.58,20.1,22.84,23.21,-1.94,9.24,7.44,0.3,0.97,0.55,2.59,0.97,0,0.19,0.54,0.26,5.61,5.71,5.1,5.1,19.19,23.9,23.69,27.61,35.2,-2.16,7.38,0.29,0.96,0.93,0.79,-0.47,-0.49,-0.51,-0.62,0.2,0 +19.03.2015,5.67,4.74,5.28,24.03,24.21,10.33,13.52,7.71,21.13,18.75,18.75,2.36,4.39,0.3,8.72,20.78,23.51,22.78,-1.97,9.51,7.53,-0.73,0.17,0.68,0.52,0.17,0,0.18,0.54,0.27,5.68,5.81,5.28,5.28,19.42,24.21,22.4,23.45,30.94,-1.85,7.53,-0.73,0.17,0.16,0.24,-0.58,-0.57,-0.56,-0.53,0.2,0 +20.03.2015,6.02,4.91,5.46,25.39,25.55,10.88,14.64,8.03,22.48,19.94,19.93,2.52,4.53,0.3,8.5,21.78,24.44,24.11,-1.86,9.08,7.13,-0.29,0.33,0.6,0.74,0.33,0,0.18,0.56,0.27,6.03,6.09,5.46,5.46,21.12,25.56,23.29,22.78,29.77,-1.55,8.28,-0.29,0.33,0.32,0.41,-0.42,-0.41,-0.4,-0.36,0.2,0 +21.03.2015,6.12,5.9,6.48,28.87,29.12,11.29,15.88,8.81,24.95,22.36,22.38,2.62,5.07,0.3,8.1,26.6,29.7,33.57,-1.75,8.76,6.87,3.98,1.62,0.47,6.09,1.62,0,0.2,0.56,0.28,6.11,6.65,6.48,6.48,25.66,29.1,32.44,30.96,37.67,-1.34,10.08,3.96,1.62,1.61,1.39,0.02,-0.01,-0.03,-0.17,0.2,0.03 +22.03.2015,6.31,5.5,6.09,27.95,28.21,11.51,15.85,8.61,24.42,21.85,21.86,2.57,4.89,0.3,7.97,25.59,28.51,36.33,-1.71,8.56,6.68,7.88,1.45,0.48,7.43,1.45,0,0.25,0.58,0.29,6.31,6.56,6.09,6.09,24.68,28.21,35.09,32.97,39.41,-1.22,9.66,7.89,1.45,1.44,1.53,0.84,0.85,0.86,0.91,0.2,0.11 +23.03.2015,5.76,5.63,6.23,27.71,28.03,10.7,15.3,8.55,24.18,21.42,21.46,2.79,4.85,0.3,8.53,24.86,27.54,29.24,-1.94,9.34,7.38,1.67,0.62,0.39,1.93,0.62,0,0.21,0.56,0.29,5.73,6.36,6.23,6.24,23.92,27.99,28.88,29.93,37.28,-1.8,9.31,1.68,0.62,0.61,0.71,0.03,0.04,0.05,0.1,0.2,0.05 +24.03.2015,6.2,5.46,6.06,27.38,27.6,11.37,16.07,8.02,24.06,21.32,21.32,2.74,4.74,0.3,8.01,24.52,27.2,34.34,-1.74,8.58,6.83,7.18,2.18,0.41,8.75,2.18,0,0.22,0.6,0.31,6.2,6.47,6.06,6.06,23.89,27.6,33.98,34.95,41.76,-1.62,9.25,7.16,2.18,2.14,1.89,0.42,0.39,0.36,0.19,0.2,0.02 +25.03.2015,5.66,5.56,6.17,27.88,28.2,10.48,15.81,8.29,24.43,21.65,21.69,2.81,4.82,0.3,8.04,25.33,28.08,36.57,-1.78,8.8,6.93,8.51,1.56,0.41,6.77,1.56,0,0.22,0.58,0.3,5.63,6.27,6.17,6.19,24.55,28.17,35.79,35.37,42.19,-1.49,9.48,8.53,1.56,1.58,1.81,1.34,1.37,1.39,1.54,0.2,0.01 +26.03.2015,4.71,5.25,5.85,24.91,25.26,9.08,13.35,7.26,21.26,18.96,19.03,2.37,4.52,0.3,8.59,22.41,25.2,26.91,-2,9.47,7.55,1.64,0.77,0.54,2.74,0.77,0,0.2,0.55,0.3,4.66,5.65,5.86,5.88,20.77,25.21,27.06,29.96,37.62,-2.07,8.09,1.64,0.77,0.76,0.76,-0.21,-0.21,-0.21,-0.21,0.2,0.01 +27.03.2015,4.42,3.58,4.15,19.64,19.79,8.08,10.8,6.34,17.04,15.52,15.5,1.51,3.87,0.3,8.36,15.67,18.7,26.11,-1.84,8.83,6.99,7.4,1.42,0.51,7.85,1.42,0,0.21,0.58,0.32,4.43,4.68,4.15,4.14,14.84,19.82,25.82,27.15,34.16,-1.74,5.78,7.4,1.42,1.42,1.42,0.48,0.48,0.48,0.48,0.2,0.13 +28.03.2015,4.67,3.25,3.79,19.34,19.52,8.29,11.45,6.22,17.27,15.61,15.57,1.62,3.94,0.3,9.04,14.74,17.44,23.26,-2,9.52,7.51,5.82,1.54,0.36,6.2,1.54,0,0.28,0.57,0.32,4.69,4.59,3.79,3.77,13.94,19.55,22.95,24.25,31.75,-1.88,5.38,5.82,1.54,1.54,1.53,0.61,0.61,0.61,0.6,0.2,0.25 +29.03.2015,5,3.29,3.82,19.48,19.53,8.85,11.73,6.1,17.24,15.78,15.7,1.41,3.93,0.3,8.56,15.12,18.26,25.2,-1.84,8.82,7.01,6.93,1.37,0.42,6.1,1.37,0,0.27,0.61,0.33,5.06,4.79,3.82,3.79,14.39,19.6,25.02,26.87,33.96,-1.81,5.51,6.95,1.37,1.39,1.53,1,1.01,1.03,1.13,0.2,0.17 +30.03.2015,4.14,5.37,6.05,24.22,24.86,8.35,11.87,6.69,19.58,18.03,18.12,1.67,4.75,0.3,9.72,20.82,24.35,35.43,-2.17,10.7,8.03,11.35,1.41,0.47,11.43,1.41,0,0.37,0.6,0.32,4.07,5.44,6.05,6.09,19.51,24.77,32.3,24.64,32.1,-1,7.88,11.35,1.41,1.41,1.41,0.55,0.55,0.55,0.55,0.2,0.24 +31.03.2015,6.36,6.18,6.89,32.96,33.47,11.54,18.01,10.58,28.77,26.04,26.06,2.76,5.72,0.3,7.25,32.34,35.19,55.84,-1.59,8.62,6.57,20.92,1.98,0.62,18.4,1.98,0,0.44,0.7,0.35,6.37,6.94,6.89,6.9,31.52,33.44,52.93,45.46,51.47,-0.5,12.57,20.94,1.98,2.01,2.24,1.9,1.92,1.95,2.11,0.2,0.3 +01.04.2015,6.45,6.66,7.33,37.16,37.63,11.49,19.91,13.13,33.4,29.78,29.82,3.66,6.23,0.3,5.35,39.35,39.35,66.84,-1.45,8.25,6.24,27.78,2.45,0.55,27.05,2.45,0,0.35,0.64,0.36,6.43,7.18,7.33,7.35,38.08,37.59,63.47,54.21,59.76,-0.18,14.98,27.78,2.45,2.45,2.44,1.52,1.52,1.52,1.51,0.2,0.17 +02.04.2015,6.92,6.57,7.25,40.22,40.62,11.84,21.41,15.55,37.04,32.96,32.97,4.1,6.7,0.3,4.93,43.59,43.84,71.63,-1.34,7.96,6.53,27.85,2.52,0.53,25.78,2.52,0,0.36,0.67,0.35,6.92,7.4,7.25,7.26,41.94,40.61,70.82,69.93,76.34,-1.06,16.46,27.86,2.52,2.55,2.68,2.15,2.16,2.18,2.27,0.2,0.17 +03.04.2015,6.4,6.84,7.55,41.42,41.95,10.96,21.18,16.42,38.19,33.78,33.84,4.46,6.81,0.3,5.31,45.08,45.12,66.64,-1.56,8.42,7.01,21.42,2.33,0.53,19.77,2.33,0,0.35,0.65,0.33,6.35,7.28,7.55,7.57,43.04,41.89,67.19,70.86,78.03,-1.79,16.87,21.43,2.33,2.33,2.45,1.99,2.01,2.02,2.09,0.2,0.15 +04.04.2015,5.73,4.6,5.17,32.95,33.13,9.37,17.68,13.97,31.39,27.81,27.79,3.55,5.51,0.3,7.16,32.92,33,46.86,-1.99,9.32,7.55,13.66,1.89,0.44,13.51,1.89,0,0.29,0.59,0.31,5.74,5.78,5.17,5.16,30.99,33.18,47.88,53.36,61.16,-2.38,11.89,13.66,1.89,1.88,1.87,1.17,1.17,1.16,1.15,0.2,0.08 +05.04.2015,5.07,1.83,2.26,23.42,23.24,7.87,13.97,11.45,24.01,21.36,21.23,2.49,4.29,0.3,8.59,19.53,19.63,34.26,-2.26,10.2,8.4,14.38,1.8,0.39,14.45,1.8,0,0.21,0.55,0.29,5.16,3.95,2.26,2.21,18.39,23.38,36.5,46.54,55.48,-3.14,6.72,14.38,1.8,1.78,1.76,1.04,1.03,1.03,1.01,0.2,0.05 +06.04.2015,6.02,3.52,4.02,30.82,30.83,9.35,17.24,14.14,30.36,26.94,26.85,3.31,5.22,0.3,7.67,29.08,29.1,44.6,-1.97,9.5,7.83,15.4,2.24,0.39,14.98,2.24,0,0.21,0.59,0.29,6.08,5.3,4.02,3.99,27.88,30.9,45.9,52.78,60.95,-2.53,10.6,15.4,2.24,2.22,2.21,1.54,1.54,1.53,1.51,0.2,0.02 +07.04.2015,5.69,5.89,6.53,37.66,38.06,9.31,18.97,15.56,35.05,31.03,31.09,4.07,6.25,0.3,7.76,37.86,37.88,54.8,-2.07,10.32,8.24,16.96,2.11,0.37,15.85,2.11,0,0.21,0.59,0.27,5.65,6.44,6.54,6.56,36.16,37.99,54.4,55.68,63.89,-1.97,14.06,16.97,2.11,2.12,2.22,1.64,1.65,1.66,1.72,0.2,0.01 +08.04.2015,5.5,6.15,6.8,38.37,38.78,9.09,19.12,15.76,35.61,31.45,31.53,4.23,6.34,0.3,7.99,38.51,38.58,51.47,-2.14,10.53,8.3,12.9,1.92,0.35,11.85,1.92,0,0.22,0.58,0.26,5.45,6.46,6.81,6.83,36.74,38.72,50.74,50.81,59.01,-1.89,14.27,12.91,1.92,1.93,2.05,1.45,1.47,1.48,1.56,0.2,0.01 +09.04.2015,5.76,4.91,5.5,34.84,35.03,9.23,18.3,14.9,33.13,29.35,29.34,3.77,5.83,0.3,8.2,33.64,33.72,43.96,-2.16,10.38,8.21,10.21,1.87,0.36,10.37,1.87,0,0.22,0.59,0.25,5.76,5.95,5.5,5.5,32.2,35.04,43.64,45.05,53.24,-2.06,12.34,10.21,1.87,1.86,1.86,0.96,0.96,0.96,0.95,0.2,0.01 +10.04.2015,5.02,3.67,4.23,27.28,27.4,8.21,14.82,11.35,25.9,23.09,23.06,2.78,4.84,0.3,8.75,24.58,24.7,30.56,-2.35,10.94,8.73,5.74,1.65,0.37,5.15,1.65,0,0.21,0.58,0.24,5.03,4.96,4.23,4.22,23.01,27.43,31.09,35.46,44.35,-2.56,8.72,5.74,1.65,1.65,1.76,1.1,1.11,1.13,1.19,0.2,0.01 +11.04.2015,4.98,4.31,4.89,24.18,24.41,8.97,13.61,7.85,21.57,19.27,19.28,2.31,4.4,0.3,8.39,21.56,21.66,26.17,-2.38,11.03,8.96,4.39,2.3,0.37,7.18,2.3,0,0.2,0.58,0.22,4.97,5.26,4.89,4.9,19.98,24.41,27.57,35.12,44.47,-2.94,7.61,4.36,2.29,2.26,1.91,0.16,0.12,0.08,-0.15,0.2,0 +12.04.2015,5.07,4.17,4.77,22.17,22.39,9.27,13.2,6.21,19.39,17.39,17.4,1.99,4.07,0.3,7.87,19.54,19.52,30,-2.17,10.41,8.15,10.52,2.01,0.36,9.88,2.01,0,0.2,0.59,0.2,5.06,5.21,4.77,4.77,18.15,22.39,29.17,28.88,36.88,-1.85,6.93,10.52,2.01,2,2.09,1.35,1.36,1.37,1.42,0.2,0.02 +13.04.2015,4.53,4.83,5.51,23.03,23.44,8.77,12.86,6.02,19.52,17.4,17.47,2.18,4.26,0.3,8.57,20.4,20.41,26.57,-2.38,11.31,8.83,6.16,1.06,0.33,4.39,1.06,0,0.22,0.61,0.18,4.48,5.3,5.52,5.55,18.73,23.38,25.72,25.61,34.3,-2.05,7.28,6.18,1.06,1.07,1.41,1.14,1.18,1.21,1.42,0.2,0.02 +14.04.2015,5.37,3.01,3.55,20.46,20.5,9.34,12.99,6.81,19.03,17.01,16.95,1.93,3.83,0.3,7.89,17.18,17.24,26.2,-2.08,9.93,7.83,8.99,2.95,0.44,10.53,2.95,0,0.22,0.6,0.17,5.41,4.8,3.55,3.52,15.96,20.56,25.79,26.85,34.63,-1.92,5.99,8.96,2.95,2.91,2.64,0.99,0.96,0.93,0.74,0.2,0.02 +15.04.2015,4.7,3.39,3.98,21.2,21.4,8.28,12.07,7.29,19.21,17.23,17.22,1.96,3.95,0.3,7.94,18.4,18.43,25.89,-2.2,10.43,8.21,7.46,1.83,0.53,7.03,1.83,0,0.21,0.6,0.15,4.7,4.67,3.98,3.98,16.96,21.4,25.5,26.69,34.85,-2.06,6.57,7.46,1.83,1.83,1.92,1.07,1.08,1.09,1.14,0.2,0.01 +16.04.2015,4.59,3.97,4.58,21.33,21.64,8.43,11.94,6.44,18.63,16.69,16.73,1.95,3.99,0.3,8.06,18.96,18.98,24.48,-2.29,10.79,8.55,5.48,2.2,0.63,6.89,2.2,0,0.21,0.57,0.11,4.56,4.9,4.58,4.59,17.14,21.61,24.47,27.02,35.6,-2.27,6.8,5.46,2.2,2.17,2.02,0.57,0.55,0.53,0.42,0.2,0.01 +17.04.2015,5.37,4.12,4.7,20.57,20.78,9.92,12.76,5,17.67,15.86,15.86,1.8,3.86,0.3,7.83,18.14,18.15,25.42,-2.18,10.34,8.21,7.25,2.15,0.76,7.67,2.15,0,0.21,0.58,0.07,5.37,5.32,4.7,4.7,16.35,20.78,25.45,27.96,36.22,-2.17,6.5,7.24,2.15,2.13,2.1,0.94,0.93,0.93,0.89,0.2,0 +18.04.2015,5.48,4.73,5.32,22.25,22.54,10.32,13.53,5.27,18.99,16.88,16.92,2.11,4.17,0.3,8.71,19.6,19.61,24.96,-2.41,11.41,9.05,5.31,1.29,0.86,5.43,1.29,0,0.2,0.56,0.04,5.46,5.67,5.32,5.33,17.57,22.51,24.98,27.7,36.79,-2.4,7.1,5.31,1.29,1.28,1.37,0.66,0.67,0.68,0.71,0.2,0 +19.04.2015,6.01,3.97,4.5,21.59,21.69,10.86,14.16,5.51,19.18,17.15,17.11,1.97,4.05,0.3,8.4,18.74,18.76,23.95,-2.29,10.86,8.63,5.17,2.08,1,6.49,2.08,0,0.19,0.56,0.03,6.04,5.56,4.49,4.48,16.86,21.72,23.99,26.58,35.25,-2.28,6.8,5.15,2.08,2.04,1.9,0.69,0.67,0.65,0.54,0.2,0 +20.04.2015,5.64,4.04,4.62,22.39,22.58,10.19,13.98,6.06,19.86,17.78,17.77,2.06,4.14,0.3,8.24,19.82,19.82,25.47,-2.24,10.75,8.49,5.65,1.59,0.89,5.68,1.59,0,0.2,0.58,0.02,5.64,5.46,4.62,4.62,18.02,22.58,25.08,26.2,34.63,-2.07,7.24,5.65,1.59,1.58,1.67,0.9,0.91,0.92,0.97,0.2,0 +21.04.2015,5.6,4.09,4.65,22.61,22.8,10.11,14.04,6.23,20.11,17.96,17.96,2.13,4.17,0.3,8.29,19.83,19.84,23.17,-2.25,10.72,8.45,3.33,1.56,0.64,3.48,1.56,0,0.19,0.56,0.01,5.6,5.44,4.65,4.65,18.22,22.8,22.76,23.84,32.24,-2.06,7.12,3.33,1.56,1.54,1.63,0.82,0.82,0.83,0.87,0.2,0 +22.04.2015,6.22,3.37,3.89,21.11,21.12,10.96,14.34,5.8,19.3,17.34,17.26,1.87,3.87,0.3,7.35,18.88,18.87,24.94,-1.94,9.36,7.34,6.13,1.99,1.05,7.81,1.99,0,0.2,0.58,0,6.27,5.38,3.89,3.86,17.12,21.18,24.11,23.52,30.72,-1.59,6.87,6.11,1.99,1.96,1.81,0.58,0.56,0.54,0.43,0.2,0 +23.04.2015,5.87,4.13,4.7,22.84,22.99,10.54,14.31,6.13,20.21,18.15,18.14,2.03,4.09,0.3,7.18,21.37,21.36,23.45,-2.01,9.62,7.52,2.11,0.73,0.99,1.96,0.73,0,0.18,0.59,0.01,5.87,5.62,4.7,4.7,19.43,23,22.62,22.14,29.52,-1.68,7.85,2.12,0.73,0.73,0.94,0.45,0.48,0.5,0.62,0.2,0 +24.04.2015,6.08,3.74,4.27,24.04,24.11,10.54,14.9,7.89,22.24,19.83,19.79,2.34,4.33,0.3,8.07,21.64,21.64,22.54,-2.2,10.46,8.24,0.9,0.79,0.93,1.77,0.79,0,0.18,0.57,0.01,6.11,5.54,4.27,4.25,19.88,24.14,22.14,23.21,31.4,-2.02,7.9,0.9,0.79,0.78,0.87,0.07,0.08,0.08,0.12,0.2,0 +25.04.2015,5.77,3.49,4.02,24.26,24.34,9.82,14.62,8.66,22.79,20.31,20.26,2.43,4.47,0.3,8.86,21.21,21.2,25.2,-2.33,11.08,8.74,4,1.43,0.89,5.17,1.43,0,0.18,0.57,0.02,5.8,5.29,4.02,4,19.46,24.37,24.85,26.24,34.95,-2.16,7.7,4,1.43,1.41,1.38,0.37,0.36,0.36,0.33,0.2,0 +26.04.2015,5.04,3.89,4.44,24.38,24.56,8.71,13.78,8.47,22.3,19.94,19.94,2.37,4.71,0.3,10.22,20.69,20.7,21.65,-2.72,12.8,10.16,0.89,0.28,0.88,0.89,0.28,0,0.17,0.55,0.03,5.04,5.11,4.44,4.44,18.59,24.55,21.85,25.61,35.9,-2.79,7.38,0.9,0.28,0.3,0.52,0.18,0.2,0.23,0.37,0.2,0 +27.04.2015,4.32,3.91,4.51,23.78,24.07,7.55,12.85,8.2,21.43,19.2,19.25,2.27,4.53,0.3,9.53,20.36,20.81,23.88,-2.62,12.47,9.77,3.09,0.48,0.97,1.89,0.48,0,0.19,0.56,0.05,4.29,4.74,4.51,4.53,18.64,24.04,23.08,23.52,33.18,-2.31,7.56,3.11,0.48,0.5,0.84,0.79,0.83,0.87,1.08,0.2,0 +28.04.2015,4.17,3.51,4.11,22.5,22.74,7.2,12.14,7.83,20.11,18.38,18.39,1.75,4.37,0.3,8.9,19.66,19.91,23.51,-2.42,11.47,9.05,3.62,1.88,0.98,5.03,1.88,0,0.23,0.6,0.07,4.17,4.4,4.11,4.11,17.75,22.73,23.11,24.62,33.63,-2.25,7.26,3.6,1.88,1.85,1.71,0.7,0.68,0.66,0.56,0.2,0.07 +29.04.2015,4.77,4.11,4.71,23.29,23.63,8.53,13.13,7.42,20.76,18.52,18.56,2.25,4.42,0.3,9.39,20.45,20.46,25.34,-2.52,11.94,9.47,4.85,1.4,0.93,5,1.4,0,0.24,0.57,0.09,4.74,5.02,4.71,4.72,18.22,23.59,25.32,28.09,37.59,-2.49,7.43,4.86,1.4,1.38,1.46,0.9,0.91,0.92,0.95,0.2,0.07 +30.04.2015,5.03,3.92,4.49,23.56,23.79,8.84,13.46,7.73,21.18,19.07,19.07,2.11,4.49,0.3,9.23,20.63,20.93,26.02,-2.52,11.93,9.52,5.06,1.79,1.01,6.38,1.79,0,0.23,0.58,0.07,5.03,5.09,4.49,4.49,18.57,23.79,26.23,30.07,39.74,-2.62,7.57,5.05,1.79,1.78,1.66,0.63,0.62,0.61,0.53,0.2,0.11 +01.05.2015,5.36,3.95,4.55,23.54,23.88,9.5,13.68,7.12,20.7,18.98,18.98,1.7,4.53,0.3,9.09,21.14,21.53,28.56,-2.47,11.88,9.24,7.1,1.84,1.18,6.58,1.84,0,0.34,0.6,0.05,5.36,5.28,4.55,4.55,18.83,23.88,27.32,25.92,34.92,-1.95,7.38,7.1,1.84,1.83,1.92,1.43,1.44,1.45,1.49,0.2,0.25 +02.05.2015,5.61,4.82,5.41,24.58,24.93,10.32,14.46,6.98,21.68,19.11,19.14,2.59,4.64,0.3,10.13,21.34,21.35,25.24,-2.65,12.54,9.94,3.85,1.35,0.91,4.81,1.35,0,0.26,0.57,0.03,5.59,5.83,5.41,5.43,18.98,24.9,25.26,28.29,38.27,-2.63,7.55,3.84,1.34,1.32,1.29,0.58,0.57,0.57,0.53,0.2,0.07 +03.05.2015,6.73,4.31,4.84,24.4,24.42,11.94,15.83,6.98,22.1,19.69,19.61,2.35,4.62,0.3,9.72,20.48,20.49,26.35,-2.45,11.65,9.29,5.84,1.93,0.92,6.89,1.93,0,0.22,0.6,0.02,6.79,6.09,4.83,4.8,18.8,24.49,26.51,29.97,39.38,-2.51,7.38,5.83,1.93,1.92,1.8,0.88,0.87,0.86,0.78,0.2,0.03 +04.05.2015,6.49,4.83,5.46,27.18,27.45,11.54,16.32,7.81,23.92,21.75,21.73,2.15,5.01,0.3,9.25,24.51,25.12,32.63,-2.54,12.28,9.58,7.59,1.56,1.11,7.39,1.56,0,0.3,0.64,0.01,6.5,6.28,5.46,5.45,22.72,27.46,31.42,30.32,39.69,-2.06,8.8,7.59,1.56,1.57,1.67,0.99,1,1.01,1.08,0.2,0.2 +05.05.2015,6.75,5.7,6.33,31.88,32.16,11.95,18.91,9.88,28.87,25.52,25.54,3.35,5.52,0.3,9.5,29.71,29.7,36.26,-2.49,11.97,9.49,6.58,1.77,0.9,7.11,1.77,0,0.23,0.62,0.01,6.74,6.84,6.33,6.34,27.69,32.14,35.94,37.79,47.28,-2.35,10.61,6.58,1.77,1.77,1.76,0.92,0.92,0.92,0.91,0.2,0.06 +06.05.2015,6.13,5.54,6.23,31.33,31.64,10.92,17.81,10.12,28.24,25.04,25.08,3.22,5.39,0.3,8.83,30.03,30.05,35.73,-2.37,11.35,9.12,5.62,1.79,0.97,6.4,1.79,0,0.2,0.65,0,6.1,6.41,6.23,6.25,27.73,31.61,36.18,40.38,49.64,-2.54,10.75,5.61,1.79,1.77,1.74,0.85,0.84,0.84,0.8,0.2,0.03 +07.05.2015,4.44,5.02,5.73,27.05,27.5,8.3,14.11,8.62,23.65,21.16,21.27,2.58,4.86,0.3,8.91,25.57,25.57,28.84,-2.42,11.57,9.06,3.3,1.52,1.06,5.45,1.52,0,0.19,0.61,0,4.36,5.32,5.73,5.77,23,27.42,28.04,27.97,36.89,-2.07,9.46,3.28,1.52,1.49,1.34,0.15,0.13,0.11,-0.01,0.2,0.01 +08.05.2015,5.03,3.35,3.98,22.15,22.29,8.79,13.1,7.4,20.25,18.19,18.18,2.03,4.08,0.3,7.91,20.14,20.19,24.95,-2.13,10.12,8.12,4.68,1.59,1.09,5.68,1.59,0,0.19,0.64,0,5.04,4.78,3.98,3.98,17.95,22.31,25.38,29.24,37.5,-2.27,7.28,4.68,1.59,1.57,1.54,0.65,0.65,0.64,0.61,0.2,0.01 +09.05.2015,4.32,2.49,3.11,18.59,18.69,7.44,11.11,6.45,17.23,15.52,15.5,1.67,3.79,0.3,8.75,15.43,15.45,20.81,-2.32,10.98,8.73,5.31,1.53,1.15,5.31,1.53,0,0.17,0.64,0,4.33,3.98,3.11,3.1,13.25,18.72,20.87,23.68,32.47,-2.32,5.48,5.32,1.52,1.52,1.61,0.95,0.96,0.97,1.02,0.2,0 +10.05.2015,3.48,2.81,3.5,17.31,17.57,6.31,9.73,5.41,15.44,13.73,13.78,1.73,3.85,0.3,10.11,13.26,13.29,13.35,-2.7,12.72,10.15,-0.03,0.47,0.94,1.05,0.47,0,0.15,0.66,0,3.44,3.73,3.5,3.52,10.87,17.53,13.78,18.18,28.45,-2.83,4.54,-0.02,0.47,0.46,0.54,-0.09,-0.08,-0.07,-0.03,0.2,0 +11.05.2015,5.3,0.77,1.52,14.12,13.89,9.04,11.08,4.75,14.11,12.84,12.68,1.08,2.93,0.3,6.83,10.98,10.99,17.77,-1.7,8.27,6.62,6.77,3.27,1.17,7.29,3.27,0,0.18,0.89,0,5.41,3.59,1.51,1.46,9.41,14.03,17.73,19.54,26.18,-1.66,3.77,6.75,3.26,3.23,3.07,1.86,1.77,1.75,1.64,0.2,0 +12.05.2015,4.18,3.54,4.4,20.06,20.32,7.71,11.26,5.66,17.24,15.62,15.65,1.66,4.14,0.3,9.43,17.27,17.5,23.1,-2.55,12.32,9.7,5.64,1.85,1.35,5.78,1.85,0,0.2,0.84,0,4.17,4.49,4.4,4.41,14.56,20.3,22.4,23.08,32.72,-2.28,6.31,5.64,1.85,1.87,1.91,1.18,1.05,1.06,1.1,0.2,0.08 +13.05.2015,4.08,3.34,4.31,18.94,19.3,7.62,10.45,5.03,15.74,14.57,14.61,1.2,3.64,0.3,7.08,18.22,18.19,26.27,-1.97,9.72,7.51,8.2,1.8,1.35,9.06,1.8,0,0.26,0.93,0,4.05,4.32,4.31,4.32,15.39,19.27,24.58,21.11,28.28,-1.27,6.64,8.19,1.79,1.77,1.73,1.01,0.87,0.86,0.82,0.2,0.16 +14.05.2015,4.16,3.59,4.46,18.69,19.01,7.89,10.66,4.81,15.78,14.16,14.21,1.64,3.64,0.3,7.92,16.56,16.58,22.82,-2.14,10.24,8.16,6.19,1.85,1.05,5.78,1.85,0,0.21,0.84,0,4.14,4.43,4.47,4.48,14.28,18.97,22.85,25.34,33.54,-2.12,5.93,6.2,1.85,1.84,1.93,1.57,1.44,1.45,1.5,0.2,0.07 +15.05.2015,4.1,2.79,3.71,16.14,16.36,7.61,9.75,4.1,13.81,12.41,12.42,1.38,3.39,0.3,8.21,13.41,13.42,17.74,-2.17,10.34,8.15,4.32,1.91,0.89,5.98,1.91,0,0.2,0.91,0,4.1,4.05,3.71,3.72,11.06,16.36,17.31,18.29,26.38,-1.97,4.1,4.3,1.91,1.87,1.72,0.82,0.66,0.64,0.52,0.2,0.03 +16.05.2015,3.58,2.38,3.27,14.44,14.62,6.63,8.7,3.83,12.49,11.17,11.18,1.31,3.42,0.3,9.23,9.94,9.96,14.26,-2.41,11.41,9.07,4.26,1.56,0.55,4.17,1.56,0,0.17,0.89,0,3.58,3.53,3.27,3.27,8.32,14.62,14.34,17.29,26.43,-2.41,3.2,4.26,1.55,1.55,1.65,1.23,1.1,1.11,1.17,0.2,0 +17.05.2015,3.57,2.14,3.07,13.97,14.13,6.54,8.41,3.7,11.97,10.89,10.89,1.05,3.18,0.3,8.2,10.35,10.37,15.51,-2.14,10.24,8.16,5.11,2.06,0.52,5.51,2.06,0,0.16,0.93,0,3.57,3.41,3.07,3.07,8.61,14.13,15.52,17.97,26.17,-2.12,3.36,5.11,2.06,2.04,2.01,1.39,1.25,1.24,1.21,0.2,0 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+31.08.2015,1.81,0.98,1.53,9.18,9.39,3.06,4.63,2.87,7.73,7.59,7.63,0.16,2.35,0.3,5.86,8.02,8.04,8.32,-1.77,8.44,6.72,0.26,1.73,1.3,2.31,1.73,0,0.11,0.51,0,1.78,2.01,1.53,1.54,5.42,9.35,8.29,10.31,17.09,-1.73,3.06,0.25,1.72,1.69,1.55,0.23,0.21,0.19,0.08,0.2,0 +01.09.2015,2.3,1.7,2.28,11.82,12.01,4.07,5.92,3.11,9.4,9.48,9.52,-0.04,2.69,0.3,5.81,10.92,11.37,10.28,-1.78,8.53,6.83,-1.11,0.86,1.39,1.69,0.86,0,0.1,0.55,0,2.28,2.67,2.28,2.3,8.42,11.97,10.35,12.83,19.77,-1.75,4.34,-1.12,0.86,0.84,0.7,-0.57,-0.59,-0.61,-0.71,0.2,0.05 +02.09.2015,3.01,0.73,1.25,9.57,9.58,5.14,6.22,2.78,8.45,8.38,8.34,0,2.1,0.3,4.35,9.27,9.27,9.87,-1.28,6.3,4.91,0.65,1.11,1.58,2.43,1.11,0,0.1,0.56,0,3.04,2.43,1.25,1.24,6.83,9.62,8.99,7.47,12.2,-0.82,3.69,0.64,1.11,1.07,1.01,0.06,0.05,0.04,-0.02,0.2,0.07 +03.09.2015,2.66,0.58,1.15,8.86,8.85,4.55,5.55,2.57,7.63,7.77,7.73,-0.2,2.03,0.3,4.23,8.48,8.48,9.5,-1.3,6.33,5.01,1.03,1.26,1.42,2.54,1.26,0,0.09,0.61,0,2.69,2.16,1.15,1.14,6.14,8.88,9.15,9.37,14.33,-1.05,3.32,1.02,1.26,1.23,1.19,0.25,0.24,0.23,0.19,0.2,0.02 +04.09.2015,2.41,1.61,2.15,11.33,11.52,4.24,6.05,3.37,9.61,9.13,9.17,0.49,2.73,0.3,6.62,9.58,9.57,9.98,-1.94,9.36,7.32,0.45,0.93,1.45,1.37,0.93,0,0.09,0.5,0,2.38,2.56,2.15,2.16,7.17,11.48,9.18,8.52,15.68,-1.5,3.84,0.45,0.93,0.91,0.98,0.26,0.26,0.27,0.29,0.2,0.01 +05.09.2015,1.98,1.45,1.96,10.45,10.64,3.52,5.16,3.03,8.49,8.42,8.46,0.1,2.43,0.3,5.46,9.68,9.66,9.97,-1.61,7.86,6.09,0.37,0.71,1.33,1.39,0.71,0,0.09,0.48,0,1.95,2.26,1.97,1.98,7.18,10.61,8.79,6.48,12.33,-1.02,3.81,0.37,0.7,0.69,0.76,0.11,0.12,0.12,0.15,0.2,0.01 +06.09.2015,2.18,1.69,2.2,11.2,11.37,3.92,5.52,2.82,8.65,8.94,8.98,-0.26,2.36,0.3,4.35,11.16,11.9,9.98,-1.48,7.15,5.64,-1.87,0.55,1.43,0.94,0.55,0,0.08,0.48,0,2.16,2.48,2.2,2.21,8.96,11.34,9.54,9.99,15.67,-1.24,4.58,-1.88,0.55,0.53,0.39,-0.63,-0.65,-0.67,-0.77,0.2,0.05 +07.09.2015,3.13,0.22,0.65,8.25,8.13,5.31,6.07,2.38,7.55,7.72,7.64,-0.27,1.76,0.3,3.28,8.38,8.38,12,-1.06,5.18,4.1,3.63,1.95,1.59,4.44,1.95,0,0.08,0.49,0,3.18,2.22,0.64,0.62,6.08,8.2,11.62,11.54,15.57,-0.84,3.31,3.63,1.95,1.92,1.88,0.94,0.94,0.93,0.89,0.2,0.04 +08.09.2015,3.17,1.57,2.01,11.35,11.41,5.56,6.96,2.82,9.55,9.36,9.35,0.16,2.21,0.3,3.05,12.45,12.45,14,-1.08,5.27,4.16,1.57,1.88,1.37,3.19,1.88,0,0.08,0.45,0,3.18,2.91,2.01,2,10.1,11.42,13.64,13.77,17.88,-0.92,4.89,1.55,1.88,1.85,1.7,0.49,0.47,0.45,0.34,0.2,0.01 +09.09.2015,3.62,0.62,1.01,12.68,12.53,5.86,8.27,4.87,12.21,11.8,11.72,0.31,2.41,0.3,2.17,14.29,14.39,20.49,-0.77,4.01,3.3,6.08,2.77,1.46,4.69,2.77,0,0.06,0.46,0,3.68,2.69,1.01,0.97,12.27,12.6,20.56,21.85,25.2,-0.77,5.66,6.08,2.77,2.76,2.86,2.18,2.19,2.2,2.25,0.2,0 +10.09.2015,4.14,2.79,3.28,21.63,21.67,6.64,11.53,8.29,19.74,18.4,18.37,1.34,4.02,0.3,4.95,22.58,23.13,27.03,-1.55,7.61,6.04,3.93,3.54,1.68,3.16,3.54,0,0.11,0.52,0,4.16,4.11,3.28,3.26,20.3,21.69,26.75,27.62,33.65,-1.42,9.11,3.92,3.54,3.55,3.46,2.39,2.39,2.38,2.33,0.2,0.04 +11.09.2015,3.32,4.34,4.91,22.08,22.54,6.42,10.74,6.31,18.29,16.98,17.11,1.43,4.24,0.3,7.31,22.56,22.8,23.49,-2.28,10.99,8.55,0.76,1.22,1.79,2.78,1.22,0,0.14,0.46,0,3.24,4.5,4.91,4.96,19.11,22.43,22.41,21.3,29.65,-1.9,8.96,0.75,1.22,1.2,1.07,-0.09,-0.11,-0.13,-0.22,0.2,0.06 +12.09.2015,3.12,3.14,3.65,17.1,17.38,5.81,9.15,4.85,14.59,13.35,13.41,1.3,3.41,0.3,6.97,16.17,16.26,17.15,-1.97,9.35,7.46,0.85,2.16,1.49,1.93,2.16,0,0.13,0.45,0,3.07,3.71,3.65,3.68,13.41,17.33,17.32,20.14,27.67,-2.11,6.37,0.84,2.16,2.13,2,0.88,0.86,0.84,0.75,0.2,0.02 +13.09.2015,2.85,1.92,2.37,12.88,13.02,5.05,7.22,3.98,11.3,10.49,10.51,0.82,2.97,0.3,7.26,10.88,10.95,11.3,-2.03,9.53,7.72,0.26,2.36,1.5,2.11,2.36,0,0.11,0.44,0,2.84,2.95,2.37,2.38,8.3,13.01,12.32,18.06,26.05,-2.52,4.27,0.24,2.36,2.33,2.07,0.69,0.66,0.63,0.46,0.2,0 +14.09.2015,2.86,1.22,1.67,10.98,10.99,4.91,6.5,3.19,9.45,9.36,9.32,0.07,2.52,0.3,5.61,9.6,10.28,9.99,-1.73,8.18,6.7,-0.39,0.89,1.48,0.8,0.89,0,0.11,0.48,0,2.88,2.64,1.67,1.66,7.43,11.02,11.12,17.15,24.19,-2.29,3.86,-0.39,0.89,0.89,0.89,0.05,0.05,0.05,0.05,0.2,0.02 +15.09.2015,2.51,0.98,1.44,9.71,9.82,4.3,5.85,2.91,8.69,8.27,8.27,0.41,2.54,0.3,6.64,6.92,6.9,9.98,-1.87,9.08,7.12,3.12,2.31,0.83,2.99,2.31,0,0.11,0.45,0,2.51,2.42,1.44,1.44,5.28,9.82,9.27,8.92,15.91,-1.58,2.62,3.11,2.31,2.3,2.28,1.45,1.45,1.45,1.43,0.2,0.02 +16.09.2015,2.7,1.23,1.67,10.63,10.73,4.63,6.24,3.12,9.26,8.96,8.96,0.28,2.53,0.3,5.94,7.94,8.03,10,-1.74,8.42,6.69,1.97,2.13,0.32,1.9,2.13,0,0.11,0.44,0,2.7,2.59,1.67,1.67,6.87,10.74,9.76,10.85,17.53,-1.52,2.89,1.97,2.13,2.13,2.12,1.31,1.31,1.31,1.3,0.2,0.01 +17.09.2015,2.24,1.11,1.6,10.31,10.41,3.8,5.5,3.13,8.69,8.71,8.71,-0.01,2.51,0.3,5.92,8.05,8.34,10,-1.8,8.7,6.9,1.67,2.44,0.79,2.18,2.44,0,0.11,0.48,0,2.24,2.3,1.6,1.6,6.55,10.41,9.81,11.15,18.08,-1.62,3.1,1.66,2.44,2.44,2.33,1.26,1.25,1.23,1.17,0.2,0.02 +18.09.2015,2.36,0.19,0.71,8.27,8.28,3.9,5.05,2.95,7.51,7.62,7.59,-0.17,2.04,0.3,4.84,7.35,7.46,9.97,-1.48,7.26,5.62,2.59,1.89,1.7,4.13,1.89,0,0.11,0.55,0,2.39,1.86,0.7,0.69,5.01,8.32,8.82,6.43,11.81,-0.89,3.03,2.58,1.88,1.85,1.7,0.54,0.52,0.5,0.39,0.2,0.05 +19.09.2015,2.58,1.23,1.76,9.85,9.94,4.52,5.91,2.73,8.58,8.09,8.09,0.48,2.67,0.3,7.13,7.26,7.29,8.37,-1.98,9.5,7.5,1.08,1.23,1.35,2.14,1.23,0,0.1,0.54,0,2.59,2.5,1.76,1.76,5.03,9.94,8.08,9.19,16.66,-1.78,2.88,1.08,1.23,1.21,1.18,0.38,0.37,0.37,0.34,0.2,0.02 +20.09.2015,2.63,1.89,2.49,11.98,12.16,4.76,6.54,3.15,9.96,9.43,9.46,0.55,2.89,0.3,7.13,9.91,9.96,8.66,-1.98,9.58,7.44,-1.23,0.33,1.4,0.73,0.33,0,0.09,0.57,0,2.61,2.88,2.49,2.51,7.5,12.13,7.55,5.93,13.16,-1.46,3.98,-1.24,0.33,0.3,0.27,-0.51,-0.51,-0.52,-0.55,0.2,0.04 +21.09.2015,2.8,0.64,1.32,9.03,9.03,4.83,6.07,2.64,8.25,7.77,7.73,0.43,2.47,0.3,6.7,6.64,6.64,7.85,-1.82,8.73,6.9,1.22,1.07,1.56,2.49,1.07,0,0.09,0.71,0,2.83,2.34,1.31,1.3,4.33,9.06,7.55,8.46,15.32,-1.62,2.63,1.21,1.07,1.05,1.02,0.19,0.19,0.18,0.15,0.2,0 +22.09.2015,2.83,0.59,1.35,9.35,9.34,4.84,6.09,3.02,8.61,8.06,8.02,0.49,2.63,0.3,7.19,6.65,6.67,8.41,-1.97,9.39,7.41,1.75,1.58,1.58,3.52,1.58,0,0.1,0.81,0,2.86,2.32,1.35,1.34,4.3,9.38,8.12,9.2,16.59,-1.72,2.65,1.74,1.58,1.55,1.42,0.19,0.18,0.16,0.06,0.2,0 +23.09.2015,2.65,1.19,2.05,11.06,11.15,4.62,6.32,3.9,10.1,9.02,9.01,1.07,3.16,0.3,9.1,7.24,7.35,9.08,-2.44,11.56,9.19,1.7,1.31,1.48,2.74,1.31,0,0.09,0.87,0,2.65,2.51,2.05,2.05,4.76,11.15,9.2,12.12,21.36,-2.33,2.85,1.69,1.31,1.29,1.27,0.35,0.35,0.34,0.32,0.2,0 +24.09.2015,2.62,1.16,2.13,11.07,11.15,4.61,6.27,3.86,10.03,8.94,8.94,1.08,3.14,0.3,9.06,7.24,7.34,9.45,-2.36,11.31,8.93,2.11,1.51,1.54,2.97,1.51,0,0.08,0.97,0,2.62,2.5,2.13,2.13,4.78,11.15,9.14,10.69,19.58,-2.25,2.9,2.11,1.51,1.5,1.47,0.55,0.54,0.54,0.51,0.2,0 +25.09.2015,2.62,1.14,2.25,11.2,11.27,4.65,6.33,3.83,10.05,8.95,8.95,1.09,3.14,0.3,9.02,7.32,7.43,8.21,-2.38,11.34,9.02,0.74,0.83,1.42,1.18,0.83,0,0.07,1.11,0,2.62,2.5,2.25,2.25,4.94,11.27,8.32,11.25,20.33,-2.34,2.88,0.74,0.83,0.83,0.93,0.27,0.28,0.29,0.35,0.2,0 +26.09.2015,2.62,1.12,2.33,11.34,11.41,4.67,6.37,3.89,10.15,9,9,1.13,3.18,0.3,9.17,7.24,7.24,8.66,-2.36,11.33,8.96,1.41,0.98,1.41,1.75,0.98,0,0.07,1.22,0,2.62,2.49,2.33,2.33,4.97,11.41,8.36,9.74,18.66,-2.06,2.88,1.42,0.98,0.98,1.07,0.43,0.44,0.45,0.5,0.2,0 +27.09.2015,2.6,1.07,2.4,11.36,11.43,4.67,6.34,3.84,10.07,8.96,8.96,1.09,3.2,0.3,9.25,7.32,7.33,8.04,-2.42,11.57,9.21,0.67,0.99,1.45,2.03,0.99,0,0.07,1.32,0,2.6,2.46,2.4,2.4,4.93,11.43,8.16,10.99,20.26,-2.28,2.9,0.67,0.99,0.97,0.95,0.03,0.03,0.03,0,0.2,0 +28.09.2015,2.72,0.43,1.9,10.2,10.16,4.76,6.26,3.52,9.29,8.36,8.32,0.86,2.89,0.3,8.25,6.63,6.64,7.73,-2.14,10.26,8.18,1.05,1.2,1.51,2.2,1.2,0,0.07,1.5,0,2.75,2.22,1.89,1.88,4.33,10.2,7.84,10.41,18.65,-2.06,2.62,1.05,1.2,1.18,1.16,0.2,0.2,0.19,0.16,0.2,0 +29.09.2015,2.72,1.11,2.64,11.75,11.81,4.96,6.71,3.53,10.11,9.11,9.11,0.97,3.02,0.3,8.17,8.59,8.59,9.31,-2.15,10.4,8.23,0.73,1.07,1.45,2.09,1.07,0,0.07,1.54,0,2.72,2.56,2.64,2.64,6.21,11.82,8.99,10.19,18.39,-1.9,3.42,0.72,1.06,1.05,1.02,0.04,0.03,0.03,0,0.2,0 +30.09.2015,2.97,1.36,2.9,12.83,12.9,5.42,7.32,3.72,10.93,9.93,9.93,0.97,3.07,0.3,7.87,10.15,10.14,15,-2.09,10.15,8.05,4.86,2.45,1.55,4.7,2.45,0,0.07,1.54,0,2.97,2.83,2.9,2.89,7.64,12.9,14.67,15.8,23.82,-1.84,4.05,4.86,2.45,2.43,2.41,1.46,1.46,1.46,1.43,0.2,0 +01.10.2015,2.54,1.7,3.22,13.12,13.31,4.9,7.02,3.98,11.29,9.84,9.88,1.48,3.56,0.3,10.3,8.2,10.39,15,-2.33,11.28,8.93,4.6,2.49,1.45,3.55,2.49,0,0.08,1.48,0,2.51,2.8,3.22,3.24,6.13,13.27,14.66,16.03,24.91,-2.16,3.45,4.61,2.49,2.48,2.57,1.85,1.86,1.87,1.92,0.2,0 +02.10.2015,2.95,1.4,2.95,12.72,12.81,5.45,7.29,3.97,11.15,9.77,9.77,1.36,3.35,0.3,9.53,8.11,10.45,15,-2.06,10.02,7.94,4.55,2.9,1.55,4.02,2.9,0,0.08,1.55,0,2.95,2.83,2.95,2.95,6.18,12.81,14.67,15.78,23.68,-1.88,3.46,4.55,2.9,2.88,2.86,1.94,1.94,1.93,1.91,0.2,0 +03.10.2015,2.53,1.92,3.42,13.14,13.33,5.02,6.98,3.9,11.2,9.66,9.7,1.56,3.6,0.3,10.61,7.93,10.11,9.9,-2.37,11.39,9.01,-0.22,0.37,1.46,0.64,0.37,0,0.09,1.47,0,2.5,2.81,3.42,3.43,5.91,13.29,9.62,11.07,20.05,-2.12,3.37,-0.21,0.37,0.37,0.47,-0.16,-0.15,-0.14,-0.08,0.2,0 +04.10.2015,2.74,1.43,3.03,11.85,11.94,5.24,6.82,3.33,10.13,8.82,8.82,1.3,3.41,0.3,10.12,6.65,8.83,8.53,-2.2,10.64,8.43,-0.3,0.8,1.53,1.15,0.8,0,0.08,1.6,0,2.73,2.7,3.03,3.03,4.78,11.94,8.25,9.63,18.04,-1.97,2.89,-0.3,0.8,0.79,0.78,-0.12,-0.12,-0.12,-0.14,0.2,0 +05.10.2015,2.56,1.16,2.81,10.89,10.98,4.9,6.46,3.03,9.43,8.07,8.08,1.34,3.4,0.3,10.43,5.29,7.41,9.63,-2.3,11.13,8.75,2.26,1.72,1.48,2.84,1.72,0,0.08,1.65,0,2.56,2.49,2.81,2.81,3.5,10.98,8.91,8.93,17.56,-1.94,2.33,2.26,1.72,1.71,1.7,0.74,0.74,0.73,0.72,0.2,0 +06.10.2015,3.61,1.4,3.06,13.16,13.14,6.56,8.61,3.58,11.69,10.17,10.13,1.46,3.46,0.3,9.88,7.85,10.16,9.37,-2.11,10.21,8.09,-0.79,0.17,1.47,0.34,0.17,0,0.09,1.71,0,3.64,3.1,3.06,3.04,6.24,13.17,9.1,10.49,18.56,-1.95,3.37,-0.79,0.17,0.17,0.28,-0.43,-0.42,-0.4,-0.35,0.2,0 +07.10.2015,2.71,2.1,3.63,13.42,13.5,5.42,7.36,3.41,11.03,9.79,9.79,1.29,3.74,0.3,10.7,8.14,10.67,9.7,-2.38,11.39,9.09,-0.97,0.41,1.5,0.71,0.41,0,0.09,1.52,0,2.7,3,3.63,3.63,6.09,13.5,9.87,13.5,22.81,-2.47,3.43,-0.97,0.41,0.41,0.42,-0.54,-0.54,-0.54,-0.52,0.2,0.01 +08.10.2015,3.18,1.79,3.5,14.54,14.54,5.99,7.63,3.28,10.75,11.1,11.06,-0.35,3.77,0.3,9.66,11.3,16.83,19.04,-2.06,10.15,7.82,2.38,1.55,2.71,4.64,1.55,0,0.12,1.75,0,3.21,3.07,3.5,3.48,8.19,14.58,17.27,13.76,21.29,-1.33,5.09,2.36,1.55,1.54,1.32,-0.07,-0.09,-0.12,-0.25,0.2,0.2 +09.10.2015,3.72,2.25,4,15.53,15.68,7.05,9.16,3.78,12.81,11.54,11.54,1.25,3.71,0.3,9.81,11.65,14.59,17.78,-2.16,10.38,8.14,3.26,2.46,2.19,6.14,2.46,0,0.15,1.75,0,3.73,3.57,4,4,9.14,15.68,17.08,16.99,25,-1.81,5.1,3.23,2.45,2.4,2.02,0.33,0.29,0.24,-0.02,0.2,0.13 +10.10.2015,3.09,3.61,5.29,19.81,20.24,6.56,10.48,5.17,16.58,14.35,14.46,2.32,4.53,0.3,12.23,14.9,17.23,17.02,-2.85,13.5,10.7,-0.24,1,1.61,2.1,1,0,0.13,1.58,0,3.02,3.97,5.3,5.34,12.16,20.14,17.11,20.37,31.11,-2.81,6.12,-0.25,1,0.97,0.82,-0.34,-0.36,-0.38,-0.49,0.2,0.04 +11.10.2015,3.38,2.25,3.86,15.47,15.62,6.5,9.26,4.21,13.51,11.58,11.6,1.93,4.06,0.3,11.98,9.35,11.8,10.05,-2.68,12.63,10.16,-1.87,0,1.46,0,0,0,0.12,1.59,0,3.37,3.41,3.86,3.87,7.27,15.61,11.01,16.99,27.38,-2.99,3.83,-1.87,0,-0.04,0,-0.76,-0.76,-0.76,-0.77,0.2,0.01 +12.10.2015,3.53,1.32,3.04,13.4,13.4,6.44,8.82,3.88,12.22,10.41,10.38,1.75,3.78,0.3,11.42,7.2,9.6,10.03,-2.48,11.83,9.48,0.35,0.71,1.55,1.08,0.71,0,0.1,1.76,0,3.55,3.04,3.04,3.03,5.29,13.43,10.57,14.94,24.57,-2.62,3.02,0.36,0.71,0.7,0.8,0.03,0.04,0.05,0.1,0.2,0 +13.10.2015,3.29,1.89,3.52,14.49,14.58,6.18,8.86,4.19,12.97,10.97,10.96,1.99,4.04,0.3,12.23,7.87,10.2,10.02,-2.69,12.94,10.31,-0.22,0.78,1.46,1.19,0.78,0,0.1,1.64,0,3.29,3.18,3.52,3.52,5.94,14.58,10.16,13.52,23.9,-2.69,3.31,-0.22,0.78,0.77,0.76,-0.16,-0.17,-0.17,-0.18,0.2,0 +14.10.2015,3.2,1.89,3.57,15.02,15.03,6,8.64,4.06,12.59,11.52,11.48,1.07,4.29,0.3,12.3,8.67,12.36,11.59,-2.65,12.8,10.13,-0.73,0.42,1.71,0.81,0.42,0,0.12,1.71,0,3.22,3.13,3.56,3.55,6.56,15.07,11.2,12.98,23.16,-2.48,3.72,-0.73,0.42,0.43,0.43,-0.44,-0.44,-0.44,-0.43,0.2,0.1 +15.10.2015,4.39,3.56,5.41,21.08,21.23,8.49,11.95,5.08,17.15,15.7,15.67,1.49,4.55,0.3,10.7,17.32,20.9,19.96,-2.26,11.06,8.71,-0.85,0.74,2.25,2.16,0.74,0,0.2,1.87,0,4.42,4.56,5.41,5.4,14.63,21.24,19.14,19.2,27.87,-1.93,7.39,-0.86,0.74,0.74,0.54,-0.85,-0.88,-0.9,-1.02,0.2,0.23 +16.10.2015,5.36,5.65,7.67,30.75,31.26,10.58,16.08,8.06,24.81,23.05,23.07,1.87,5.95,0.3,10.4,29.88,34.6,35.59,-2.23,11.17,8.56,1.26,1.65,2.83,4.56,1.65,0,0.41,2,0,5.35,6.08,7.67,7.68,26.39,31.22,33.15,27.97,36.16,-1.39,12.61,1.24,1.65,1.65,1.23,-0.63,-0.67,-0.72,-0.96,0.2,0.49 +17.10.2015,6.37,4.92,6.86,34.23,34.7,11.24,18.73,12.27,30.77,27.39,27.37,3.35,6.18,0.3,10.3,33.03,36.92,36.94,-2.2,10.84,8.33,0.19,1.94,2.47,4.32,1.94,0,0.52,1.96,0,6.39,6.2,6.86,6.86,30.14,34.71,35.02,31.07,39.02,-1.54,13.61,0.15,1.93,1.88,1.4,-0.71,-0.76,-0.82,-1.13,0.2,0.33 +18.10.2015,5.46,5.59,7.54,37.33,37.83,9.72,18.84,14.26,33.74,29.71,29.77,4.1,6.44,0.3,10.23,36.04,38.48,34.99,-2.3,11.03,8.67,-3.44,0.63,1.8,1.12,0.63,0,0.34,1.9,0,5.42,6.11,7.54,7.56,33.64,37.77,34.41,35.22,43.84,-2.18,14.51,-3.47,0.63,0.59,0.24,-1.6,-1.64,-1.68,-1.91,0.2,0.1 +19.10.2015,5.57,5.54,7.5,36.75,37.16,10.03,18.69,13.62,32.82,29.18,29.23,3.69,6.46,0.3,10.53,34.66,37.98,36.98,-2.37,11.32,8.88,-0.93,1.53,1.31,2.71,1.52,0.01,0.29,1.92,0,5.53,6.08,7.5,7.51,32.66,37.12,36.35,37.06,45.86,-2.23,13.77,-0.96,1.53,1.5,1.15,-0.7,-0.74,-0.78,-1,0.2,0.13 +20.10.2015,5.57,5.76,7.63,34.58,34.96,10.53,18.23,11.62,30.49,26.86,26.92,3.7,6.09,0.3,10.8,31.44,34.17,35,-2.45,11.59,9.15,0.85,1.68,0.68,4.49,1.68,0,0.24,1.81,0,5.53,6.18,7.63,7.65,29.83,34.91,34.87,37.3,46.49,-2.5,12.23,0.82,1.68,1.65,1.29,-0.65,-0.69,-0.73,-0.96,0.2,0.1 +21.10.2015,5.83,4.22,6.02,28.27,28.36,10.64,16.85,8.95,25.5,22.3,22.27,3.17,5.15,0.3,10.56,23.5,25.91,30.01,-2.32,10.9,8.58,4.07,1.64,0.59,3.65,1.64,0,0.2,1.82,0,5.85,5.55,6.02,6.01,22.46,28.4,29.78,31.67,40.25,-2.32,9.06,4.08,1.64,1.65,1.76,0.96,0.97,0.99,1.06,0.2,0.06 +22.10.2015,5.44,3.42,5.08,22.81,22.83,9.97,15.09,5.88,20.48,17.81,17.76,2.62,4.63,0.3,11.27,16.63,19.01,20.04,-2.54,11.68,9.3,0.94,0.99,0.57,2.21,0.99,0,0.17,1.7,0,5.47,4.95,5.08,5.06,15.7,22.88,20.68,25.73,35.23,-2.88,6.38,0.94,0.99,0.99,0.98,-0.09,-0.09,-0.09,-0.09,0.2,0.02 +23.10.2015,5.03,3.06,4.73,22.7,22.71,9,14.22,7.06,20.85,18.04,18,2.77,4.78,0.3,12.31,15.57,17.94,25.04,-2.76,12.88,10.34,7,1.96,0.53,6.36,1.88,0.08,0.11,1.7,0,5.05,4.61,4.72,4.71,14.71,22.74,26.05,32.6,43.22,-3.25,6.02,7.01,1.96,1.97,2.08,1.25,1.26,1.27,1.34,0.2,0.02 +24.10.2015,6.31,3.67,5.3,28.37,28.32,10.89,17.5,9.79,26.48,23.18,23.1,3.21,5.12,0.3,10.16,23.26,25.34,29.99,-2.14,10.26,8.13,4.66,1.61,0.54,4.31,1.61,0,0.12,1.7,0,6.37,5.52,5.3,5.27,22.79,28.37,29.73,31.34,39.45,-2.12,9.11,4.67,1.61,1.61,1.72,0.94,0.95,0.96,1.03,0.2,0.01 +25.10.2015,5.35,5.26,7.04,30.84,31.14,10.13,16.67,9.73,26.99,23.7,23.77,3.35,5.49,0.3,10.29,27.03,29.16,29.98,-2.33,11.14,8.73,0.88,1.38,0.51,3.89,1.38,0,0.12,1.73,0,5.31,5.88,7.05,7.07,25.92,31.08,29.32,29.7,38.32,-2.15,10.55,0.86,1.38,1.35,1.1,-0.47,-0.5,-0.53,-0.7,0.2,0 +26.10.2015,5.47,4.73,6.5,27.69,27.87,10.35,15.6,8.36,24.16,21.15,21.18,3.02,5.09,0.3,10.49,23.25,25.47,25.28,-2.36,11.14,8.85,-0.24,0.67,0.52,1.47,0.66,0.01,0.12,1.75,0,5.46,5.66,6.5,6.51,22.03,27.85,25.45,28.65,37.58,-2.51,8.62,-0.24,0.66,0.65,0.63,-0.4,-0.4,-0.41,-0.43,0.2,0 +27.10.2015,5.46,4.4,6.1,26.09,26.22,10.25,14.97,7.74,22.75,19.98,19.98,2.78,4.91,0.3,10.51,21.04,23.26,25.02,-2.36,11.15,8.87,1.73,1.33,0.5,2.37,1.33,0,0.12,1.69,0,5.45,5.5,6.1,6.1,20.18,26.21,25.17,28.39,37.33,-2.5,7.8,1.72,1.33,1.32,1.31,0.23,0.23,0.23,0.21,0.2,0 +28.10.2015,4.84,3.95,5.58,23.14,23.28,9.22,13.33,6.76,20.22,17.53,17.55,2.7,4.78,0.3,11.97,16.66,19,20.02,-2.71,12.78,10.13,0.98,1.3,0.44,2.89,1.3,0,0.11,1.61,0,4.83,4.96,5.58,5.59,15.65,23.27,20.19,23.72,33.92,-2.81,5.92,0.97,1.29,1.27,1.14,-0.29,-0.31,-0.32,-0.42,0.2,0 +29.10.2015,5.22,3.37,5.08,20.95,20.95,9.72,13.04,5.72,18.39,15.92,15.89,2.43,4.43,0.3,11.36,14.46,16.83,20.02,-2.47,11.72,9.32,3.17,2.38,0.45,4.26,2.38,0,0.1,1.74,0,5.24,4.84,5.07,5.06,13.57,20.98,20.18,23.37,32.77,-2.48,5.14,3.16,2.38,2.36,2.23,0.84,0.82,0.8,0.71,0.2,0 +30.10.2015,5.37,3.47,4.7,19.83,19.82,9.88,12.81,5.05,17.46,15.19,15.15,2.24,4.22,0.3,10.71,13.62,15.97,16.04,-2.35,11.11,8.9,-0.01,0.85,0.43,1.52,0.85,0,0.09,1.26,0,5.39,4.98,4.7,4.69,12.85,19.85,16.63,21.19,30.27,-2.53,4.89,-0.02,0.85,0.85,0.84,-0.31,-0.31,-0.31,-0.32,0.2,0 +31.10.2015,5.35,4.14,4.69,20.53,20.61,9.8,12.99,5.19,18.13,15.85,15.85,2.27,4.29,0.3,10.63,14.69,17.06,20.01,-2.34,11.21,8.94,2.93,1.51,0.43,3.72,1.51,0,0.09,0.55,0,5.35,5.29,4.69,4.69,13.83,20.61,20.18,23.31,32.34,-2.35,5.33,2.93,1.51,1.51,1.5,0.44,0.44,0.44,0.43,0.2,0 +01.11.2015,5.09,3.95,4.5,20.4,20.5,9.26,12.57,5.61,18.16,15.9,15.9,2.26,4.36,0.3,11.04,14.18,16.85,20,-2.43,11.67,9.23,3.13,0.91,0.41,2.49,0.91,0,0.1,0.55,0,5.09,5.07,4.5,4.5,13.39,20.5,19.76,21.52,30.75,-2.27,5.16,3.15,0.91,0.93,1.16,0.61,0.63,0.66,0.81,0.2,0 +02.11.2015,5.13,3.92,4.48,19.72,19.82,9.39,12.29,5.15,17.42,15.23,15.24,2.18,4.27,0.3,10.93,13.55,16.1,15,-2.4,11.49,9.09,-1.1,0.85,0.42,1.52,0.85,0,0.1,0.56,0,5.13,5.11,4.48,4.48,12.71,19.82,14.75,16.46,25.53,-2.24,4.94,-1.11,0.85,0.83,0.7,-0.74,-0.75,-0.77,-0.86,0.2,0 +03.11.2015,5.41,4.21,4.78,19.5,19.64,10.04,12.13,4.71,16.8,14.73,14.73,2.06,4.23,0.3,10.69,13.57,16.1,15.87,-2.35,11.29,8.93,-0.23,0.69,0.43,1.6,0.69,0,0.13,0.57,0,5.41,5.35,4.78,4.78,12.73,19.64,15.61,17.29,26.2,-2.22,4.96,-0.23,0.69,0.68,0.67,-0.54,-0.55,-0.55,-0.57,0.2,0 +04.11.2015,5.47,4.28,4.83,19.56,19.69,10.16,12.14,4.63,16.73,14.72,14.72,2,4.29,0.3,10.88,13.5,15.95,15,-2.41,11.54,9.13,-0.96,0.13,0.42,0.36,0.13,0,0.13,0.56,0,5.47,5.43,4.83,4.83,12.67,19.69,14.72,16.49,25.61,-2.25,4.85,-0.95,0.13,0.13,0.24,-0.67,-0.66,-0.65,-0.59,0.2,0 +05.11.2015,5.44,4.3,4.86,19.8,19.91,10.1,12.28,4.75,17.02,14.94,14.94,2.07,4.3,0.3,10.86,13.7,16.3,15,-2.39,11.44,9.05,-1.31,0,0.4,0,0,0,0.11,0.55,0,5.44,5.43,4.86,4.86,12.93,19.91,14.74,16.59,25.65,-2.24,4.91,-1.31,0,0.01,0.13,-0.75,-0.74,-0.72,-0.64,0.2,0 +06.11.2015,5.46,4.41,4.95,20.05,20.16,10.16,12.3,4.8,17.13,15.1,15.1,2.04,4.3,0.3,10.61,14.21,16.91,17,-2.32,11.16,8.85,0.09,0.82,0.4,2.52,0.82,0,0.11,0.55,0,5.46,5.5,4.95,4.95,13.41,20.16,16.8,18.72,27.59,-2.2,5.12,0.09,0.82,0.81,0.7,-0.67,-0.68,-0.69,-0.76,0.2,0 +07.11.2015,5.63,3.85,4.38,18.84,18.86,10.27,12.06,4.58,16.29,14.51,14.47,1.74,4.1,0.3,10.14,13.03,16.24,15.28,-2.18,10.52,8.26,-0.93,0.61,0.52,1.82,0.61,0,0.12,0.57,0,5.66,5.3,4.38,4.37,12.35,18.89,14.62,14.83,23,-1.87,4.71,-0.94,0.61,0.6,0.48,-0.92,-0.94,-0.95,-1.03,0.2,0.03 +08.11.2015,4.1,4.46,5.06,19.98,20.29,8.01,10.85,5.23,16.86,14.8,14.88,2.14,4.43,0.3,11.47,13.88,16.57,17.97,-2.59,12.46,9.71,1.46,0.71,0.41,2.05,0.71,0,0.11,0.53,0,4.04,4.86,5.06,5.09,12.87,20.23,16.88,16.07,25.59,-2.11,5.04,1.47,0.71,0.72,0.84,-0.02,-0.01,0.01,0.08,0.2,0 +09.11.2015,5.01,4,4.56,18.8,18.93,9.32,11.41,4.78,16.23,14.23,14.24,2,4.13,0.3,10.64,12.68,15.6,17.98,-2.32,11.13,8.73,2.41,1.2,0.44,3.54,1.2,0,0.13,0.55,0,5.01,5.06,4.56,4.56,11.99,18.93,17.32,17.59,26.22,-2,4.54,2.41,1.2,1.2,1.2,0.05,0.05,0.05,0.05,0.2,0.02 +10.11.2015,4.11,3.9,4.46,18.11,18.34,7.84,10.33,4.85,15.61,13.59,13.63,2.07,4.26,0.3,11.69,11.49,14.19,15.97,-2.62,12.49,9.64,1.88,0.7,0.39,2.42,0.7,0,0.12,0.52,0,4.08,4.54,4.46,4.48,10.51,18.31,14.48,12.29,21.65,-2,4.08,1.89,0.7,0.71,0.83,0.02,0.03,0.05,0.12,0.2,0 +11.11.2015,5.07,3.24,3.77,17.07,17.09,9.18,11.08,4.54,15.23,13.36,13.32,1.83,3.88,0.3,10.21,10.73,13.37,15.69,-2.21,10.48,8.2,2.37,1.27,0.4,4.41,1.27,0,0.12,0.56,0,5.1,4.7,3.77,3.76,10.3,17.12,15.05,15.33,23.44,-1.9,3.76,2.36,1.27,1.25,1.13,-0.18,-0.19,-0.21,-0.29,0.2,0 +12.11.2015,5.24,3.78,4.34,19.21,19.31,9.56,11.77,5.32,16.96,14.88,14.88,2.06,4.09,0.3,10.16,13.67,16.34,17.25,-2.29,10.76,8.53,0.88,0.73,0.39,2.62,0.73,0,0.12,0.57,0,5.24,5.09,4.34,4.34,12.8,19.31,17.4,20.37,28.97,-2.29,4.8,0.88,0.73,0.72,0.7,-0.42,-0.42,-0.43,-0.45,0.2,0 +13.11.2015,5.79,3.29,3.8,18.25,18.16,10.33,12.02,5.12,16.43,14.57,14.49,1.79,3.93,0.3,9.63,12.55,15.49,15.54,-2.11,9.89,7.86,0.01,0.4,0.4,1.08,0.4,0,0.12,0.58,0,5.84,5.11,3.79,3.76,12,18.23,15.75,18.81,26.78,-2.14,4.39,0.01,0.4,0.4,0.5,-0.37,-0.36,-0.35,-0.29,0.2,0.01 +14.11.2015,5.04,5.01,5.61,22.7,22.99,9.62,12.51,5.99,19.12,16.99,17.05,2.19,4.64,0.3,10.7,17.72,20.63,20.34,-2.48,11.69,9.23,-0.27,0.74,0.38,2.49,0.74,0,0.12,0.55,0,5,5.62,5.61,5.63,16.55,22.93,20.18,22.43,31.7,-2.37,6.46,-0.28,0.74,0.72,0.58,-0.8,-0.81,-0.83,-0.93,0.2,0.04 +15.11.2015,6.35,6.07,6.83,27.41,27.59,12.02,15.31,6.48,22.07,20.69,20.62,1.47,5.34,0.3,9.35,24.55,29.4,44.38,-1.95,9.82,7.71,15.16,2.74,0.97,13.3,2.66,0.08,0.33,0.82,0,6.41,6.8,6.82,6.8,23.13,27.64,43.06,41.69,49.38,-1.5,9.35,15.19,2.76,2.89,2.97,2.16,2.18,2.2,2.36,0.2,0.68 +16.11.2015,7.64,6.79,7.56,36.43,37.24,13.68,20.53,11.03,31.69,28.85,28.86,2.86,6.59,0.3,9.68,35.76,40.63,58,-2.08,10.61,8.08,17.62,4.08,1.12,14.82,2.42,1.66,0.74,0.77,0,7.64,7.81,7.56,7.57,33.75,37.21,55.18,48.23,55.75,-0.95,13.85,17.63,4.08,4.1,4.22,3.3,3.32,3.34,3.42,0.2,0.81 +17.11.2015,7.16,7.24,7.95,44.49,45.09,11.95,23.19,17.62,41.38,36.47,36.52,4.97,7.58,0.3,11.17,42.81,46.24,55.28,-2.53,12.21,9.55,9.1,1.67,0.7,10.55,1.58,0.09,0.42,0.66,0,7.12,7.8,7.95,7.97,41.13,45.03,54.3,53.88,63.3,-2.11,16.43,9.09,1.67,1.66,1.56,0.21,0.19,0.18,0.12,0.2,0.21 +18.11.2015,6.78,7.56,8.25,46.11,46.67,11.35,22.91,18.62,42.52,37.71,37.81,4.91,7.86,0.3,11.13,44.44,48.13,62.58,-2.45,12.07,9.22,14.67,1.73,0.69,16.38,1.63,0.09,0.28,0.6,0,6.71,7.76,8.25,8.29,43.04,46.58,60.17,54.82,63.55,-1.46,17.02,14.66,1.72,1.71,1.58,0.16,0.14,0.13,0.04,0.2,0.16 +19.11.2015,7.56,6.24,6.82,43.76,43.96,12.15,23.29,18.77,41.93,36.96,36.95,4.96,7.34,0.3,10.14,41.7,44.76,58.31,-2.14,10.5,8.2,13.57,1.58,0.55,12.34,1.45,0.12,0.24,0.58,0,7.57,7.48,6.82,6.82,40.71,43.98,57.22,55.87,63.87,-1.65,15.8,13.59,1.58,1.6,1.83,1.2,1.22,1.25,1.4,0.2,0.11 +20.11.2015,7.5,6.11,6.67,44.28,44.47,11.84,23.59,19.32,42.79,37.62,37.61,5.15,7.36,0.3,10.13,42.99,45.84,56.96,-2.21,10.69,8.47,11.13,1.95,1.26,13.15,1.73,0.22,0.2,0.57,0,7.51,7.39,6.67,6.67,41.28,44.47,56.71,58.25,66.7,-2.08,16.62,11.12,1.95,1.94,1.73,0.19,0.17,0.14,0.02,0.2,0.12 +21.11.2015,7.39,5.71,6.26,43.89,44.03,11.38,23.28,19.68,42.66,37.68,37.65,4.95,7.39,0.3,10.29,42.97,46,56.03,-2.24,10.74,8.51,10.01,1.52,1.84,8.72,1.3,0.22,0.23,0.58,0,7.41,7.11,6.26,6.25,40.69,44.06,55.87,57.88,66.42,-2.18,16.78,10.03,1.52,1.54,1.78,1.21,1.24,1.26,1.42,0.2,0.17 +22.11.2015,6.88,6.17,6.79,44.31,44.65,10.67,22.75,19.44,42.44,37.48,37.52,4.98,7.44,0.3,10.16,44.12,47.12,48.87,-2.34,10.91,8.64,1.67,0.57,1.71,2.5,0.51,0.06,0.26,0.59,0,6.86,7.1,6.79,6.8,41.53,44.63,49.07,52.21,60.94,-2.4,17.14,1.68,0.57,0.57,0.68,-0.2,-0.19,-0.17,-0.11,0.2,0.13 +23.11.2015,6.64,5.56,6.14,39.47,39.69,10.63,21.15,16.51,37.76,33.31,33.32,4.45,6.67,0.3,9.8,38.53,41.48,43.11,-2.23,10.35,8.27,1.55,0.96,1.68,4.07,0.91,0.05,0.23,0.56,0,6.63,6.7,6.14,6.14,36.12,39.7,43.72,48.28,56.74,-2.53,14.94,1.54,0.96,0.94,0.81,-0.6,-0.61,-0.63,-0.72,0.2,0.08 +24.11.2015,6.1,4.85,5.41,35.56,35.74,9.72,19.4,14.8,34.13,30.15,30.15,3.97,6.15,0.3,10.16,33.56,36.21,37.06,-2.35,10.75,8.63,0.72,0.59,1.59,2.57,0.58,0.02,0.21,0.57,0,6.09,6.02,5.41,5.41,31.28,35.75,38.1,44.25,53.16,-2.84,12.96,0.72,0.59,0.58,0.57,-0.57,-0.57,-0.58,-0.59,0.2,0.05 +25.11.2015,5.82,3.89,4.41,31.31,31.36,9.21,17.5,13.49,30.55,26.97,26.93,3.52,5.61,0.3,10.59,27.61,30.36,35.07,-2.41,11.04,8.95,4.57,1.15,1.19,5.64,1.15,0.01,0.19,0.56,0,5.85,5.37,4.41,4.39,25.92,31.41,36.53,44.21,53.54,-3.07,10.37,4.57,1.15,1.15,1.14,-0.07,-0.07,-0.08,-0.08,0.2,0.02 +26.11.2015,5.19,3.8,4.33,27.56,27.65,8.52,15.28,11.2,26.33,23.25,23.24,3.06,5.17,0.3,10.92,22.98,25.6,30.05,-2.5,11.46,9.2,4.34,1.23,0.93,5.48,1.23,0,0.15,0.55,0,5.2,5.01,4.33,4.33,21.45,27.67,31.09,37.45,46.94,-3,8.45,4.34,1.23,1.23,1.23,0.01,0.01,0.01,0.01,0.2,0 +27.11.2015,5.66,3.89,4.41,26.75,26.8,9.52,15.59,10.29,25.52,22.39,22.36,3.09,5.14,0.3,11.51,21.88,24.46,31.03,-2.58,12.03,9.6,6.5,1.32,1.51,6.47,1.32,0,0.15,0.56,0,5.69,5.3,4.41,4.4,19.98,26.84,31.65,36.61,46.4,-2.87,8.29,6.51,1.32,1.33,1.45,0.56,0.58,0.59,0.67,0.2,0 +28.11.2015,5.96,4.23,4.74,27.71,27.75,10.11,16.16,10.2,26.02,23.04,22.99,2.96,5.41,0.3,11.99,22.7,25.73,30.03,-2.67,12.48,9.99,4.24,1.33,1.54,5.96,1.33,0,0.16,0.55,0,6,5.66,4.74,4.72,20.73,27.79,30.77,36.35,46.6,-2.99,8.6,4.24,1.34,1.34,1.24,-0.09,-0.1,-0.11,-0.16,0.2,0.03 +29.11.2015,5.63,4.81,5.36,29.13,29.28,9.69,16.11,10.32,26.59,23.78,23.77,2.84,5.67,0.3,12.08,24.69,28.02,29.98,-2.68,12.66,9.94,1.99,0.82,1.73,3.28,0.82,0,0.17,0.56,0,5.64,5.82,5.36,5.35,22.46,29.29,29.52,31.11,41.06,-2.54,9.52,1.99,0.82,0.83,0.84,-0.24,-0.24,-0.24,-0.22,0.2,0.1 +30.11.2015,5.79,6.8,7.51,34.21,34.74,10.83,17.86,10.14,29.12,26.58,26.66,2.68,6.38,0.3,11.11,32.59,36.85,48.03,-2.45,12.05,9.22,11.45,1.81,2.28,12.05,1.81,0,0.31,0.65,0,5.74,6.91,7.51,7.54,29.65,34.66,45.58,40.69,49.55,-1.57,13.05,11.45,1.82,1.86,1.82,0.57,0.57,0.57,0.58,0.2,0.29 +01.12.2015,7.21,6.8,7.6,35.55,36.19,13.17,20.08,10.37,30.82,27.91,27.94,2.95,6.41,0.3,9.83,35.46,39.62,53.38,-2.08,10.37,7.93,13.95,1.89,2.38,14.11,1.85,0.04,0.56,0.77,0,7.2,7.6,7.6,7.61,32.36,36.16,51.08,45.88,53.38,-1.16,14.08,13.95,1.89,1.9,1.92,0.82,0.82,0.83,0.85,0.2,0.47 +02.12.2015,6.98,6.54,7.24,36.18,36.66,12.47,20.24,11.96,32.53,28.89,28.93,3.67,6.24,0.3,8.81,36.15,39.42,48.42,-1.93,9.44,7.35,9.03,1.6,1.73,7.53,1.53,0.06,0.39,0.66,0,6.95,7.32,7.24,7.25,33.7,36.63,47.33,45.92,53.07,-1.55,14.09,9.05,1.6,1.62,1.87,1.31,1.34,1.37,1.53,0.2,0.19 +03.12.2015,7.08,6.3,6.92,39.25,39.61,12,21.29,15.28,36.69,32.3,32.32,4.4,6.6,0.3,9.18,38.68,41.13,50.03,-2.06,9.93,8.02,8.85,2.32,1.37,9.97,2.23,0.09,0.3,0.61,0,7.07,7.25,6.92,6.93,36.62,39.59,50.63,55.12,63.33,-2.39,14.79,8.84,2.32,2.31,2.19,0.69,0.67,0.66,0.57,0.2,0.07 +04.12.2015,7.01,5.91,6.49,39.94,40.17,11.49,21.6,16.47,38.05,33.45,33.45,4.6,6.75,0.3,10.27,38.06,40.67,43.66,-2.35,10.94,8.68,2.93,1.09,1.26,5.14,1.05,0.05,0.23,0.58,0,7.01,7.02,6.49,6.49,36.22,40.17,43.9,47.29,56.07,-2.47,14.69,2.92,1.09,1.08,0.96,-0.47,-0.49,-0.5,-0.58,0.2,0.04 +05.12.2015,6.89,4.71,5.24,37.75,37.8,10.76,20.8,16.86,37.09,32.6,32.55,4.42,6.41,0.3,10.26,35.02,37.51,44.42,-2.24,10.57,8.41,6.87,1.41,1.28,6.77,1.38,0.03,0.2,0.58,0,6.93,6.35,5.23,5.21,33.47,37.85,44.59,47.65,56.14,-2.28,13.55,6.88,1.41,1.42,1.53,0.65,0.66,0.67,0.74,0.2,0.01 +06.12.2015,6.72,4.84,5.37,37.29,37.38,10.56,20.34,16.32,36.28,31.97,31.94,4.26,6.38,0.3,10.3,34.72,37.11,41.33,-2.29,10.75,8.53,4.17,1.19,1.36,5.26,1.18,0.01,0.18,0.57,0,6.74,6.33,5.37,5.36,33.01,37.41,41.52,44.61,53.23,-2.35,13.35,4.17,1.19,1.18,1.18,0.07,0.07,0.07,0.06,0.2,0 +07.12.2015,7.2,5.23,5.78,37.45,37.51,11.69,20.98,15.53,36.09,31.74,31.69,4.31,6.35,0.3,9.94,34.93,37.36,46.28,-2.17,10.36,8.36,8.88,1.93,1.2,10.34,1.93,0,0.17,0.59,0,7.24,6.78,5.78,5.76,33.46,37.55,46.86,51.41,59.96,-2.48,13.47,8.87,1.93,1.92,1.79,0.33,0.32,0.3,0.22,0.2,0 +08.12.2015,6.69,5.63,6.23,36.24,36.42,11.21,20.11,13.89,34.07,30,30,4.08,6.18,0.3,9.69,33.66,36.15,46.22,-2.13,10.26,8.13,10.06,1.53,0.73,9.78,1.53,0,0.17,0.59,0,6.68,6.73,6.23,6.23,32.47,36.42,45.96,47.62,55.74,-2.13,12.81,10.07,1.53,1.54,1.66,0.81,0.82,0.84,0.91,0.2,0 +09.12.2015,6.54,6.16,6.79,36.25,36.53,11.31,19.8,13.15,33.36,29.41,29.45,4,6.22,0.3,9.74,34.02,36.64,41.19,-2.22,10.51,8.36,4.49,1.13,0.73,4.54,1.13,0,0.17,0.59,0,6.51,6.92,6.79,6.8,32.59,36.49,41.4,44.63,53.09,-2.39,12.82,4.5,1.13,1.14,1.26,0.43,0.45,0.46,0.54,0.2,0 +10.12.2015,6.41,6.19,6.83,34.5,34.81,11.41,19.17,11.72,31.37,27.59,27.64,3.83,5.89,0.3,9.23,32.65,35.12,37.94,-2.11,9.98,7.94,2.78,1.24,0.86,4.98,1.24,0,0.19,0.6,0,6.38,6.87,6.83,6.85,31.05,34.77,38.1,41.07,49.09,-2.26,12.33,2.77,1.24,1.22,1.08,-0.34,-0.35,-0.37,-0.46,0.2,0 +11.12.2015,5.85,5.32,6.07,31,31.25,10.39,17.39,10.43,28.12,24.89,24.91,3.27,5.49,0.3,9.5,28.7,31.24,36.9,-2.16,10.21,8.2,5.59,1.71,1.2,6.86,1.71,0,0.19,0.73,0,5.83,6.15,6.07,6.08,26.8,31.23,37.53,42.14,50.53,-2.49,10.85,5.59,1.71,1.71,1.62,0.29,0.28,0.27,0.23,0.2,0 +12.12.2015,5.13,5.39,6.3,30.72,31.06,9.34,16.31,10.16,27.17,24.36,24.4,2.9,5.65,0.3,10.18,28.68,31.94,42.21,-2.28,10.95,8.63,10.31,1.42,1.81,9.69,1.42,0,0.24,0.87,0,5.1,5.87,6.3,6.31,26.11,31.03,41.73,42.96,51.59,-2.21,11.16,10.32,1.42,1.46,1.61,0.83,0.86,0.88,1,0.2,0.15 +13.12.2015,5.59,4.01,4.91,27.5,27.9,9.67,15.34,9.3,24.39,22.63,22.61,1.74,5.15,0.3,8.4,27.05,31.47,48.08,-1.73,8.74,6.86,16.71,2.28,2.34,17.88,2.28,0,0.47,0.91,0,5.61,5.37,4.91,4.9,24.2,27.93,46.97,45.39,52.06,-1.39,10.71,16.7,2.27,2.26,2.13,0.7,0.68,0.67,0.58,0.2,0.38 +14.12.2015,6.92,4.28,5.11,26.21,26.41,12.24,16.6,8.11,23.98,21.21,21.14,2.69,4.68,0.3,8.12,24.6,27.14,43.88,-1.7,8.38,6.68,16.73,2.11,1.8,17.97,2.11,0,0.4,0.9,0,6.97,6.17,5.11,5.08,22.49,26.48,43.61,44.77,51.44,-1.69,9.57,16.72,2.11,2.09,1.96,0.57,0.55,0.54,0.45,0.2,0.12 +15.12.2015,6.62,5.11,5.94,29.62,29.86,11.76,17.42,9.69,26.9,23.71,23.69,3.16,5.21,0.3,8.9,27.85,30.33,40.33,-2,9.52,7.67,9.89,1.39,1.6,8.6,1.38,0.01,0.27,0.86,0,6.63,6.39,5.94,5.93,25.72,29.86,40.95,45.37,53.23,-2.33,10.84,9.91,1.39,1.41,1.66,1.1,1.13,1.16,1.32,0.2,0.05 +16.12.2015,6.52,4.76,5.59,29.78,29.91,11.34,17.39,10.45,27.46,24.25,24.21,3.18,5.25,0.3,8.99,27.66,30.12,40.84,-1.96,9.44,7.56,10.68,1.77,1.61,10.98,1.76,0.02,0.23,0.86,0,6.54,6.16,5.59,5.58,25.71,29.94,41.05,44.13,51.8,-2.14,10.72,10.68,1.77,1.78,1.78,0.68,0.68,0.68,0.69,0.2,0.03 +17.12.2015,6.6,5.36,6.19,31.17,31.34,11.68,17.89,10.48,28.28,24.99,24.98,3.29,5.45,0.3,8.96,29.51,32.17,40.54,-1.98,9.54,7.64,8.33,1.55,1.65,8.92,1.54,0.01,0.19,0.84,0,6.61,6.52,6.19,6.19,27.39,31.35,40.75,43.82,51.58,-2.1,11.42,8.33,1.55,1.56,1.57,0.47,0.47,0.47,0.48,0.2,0.03 +18.12.2015,7.06,6.32,7.19,35.57,35.79,12.55,19.91,11.77,31.84,28.38,28.38,3.48,6.14,0.3,8.52,34.93,37.86,48.6,-1.82,9.15,7.26,10.81,1.93,1.57,12.06,1.93,0,0.19,0.87,0,7.06,7.24,7.19,7.19,32.97,35.78,47.97,48.04,55.23,-1.56,13.7,10.81,1.93,1.92,1.81,0.46,0.45,0.44,0.37,0.2,0.07 +19.12.2015,6.93,5.95,6.83,35.04,35.24,12.16,19.75,12.2,32.02,28.21,28.21,3.82,5.92,0.3,8.38,34.34,36.67,46.51,-1.81,8.96,7.15,9.83,1.62,1.47,9.4,1.62,0,0.19,0.87,0,6.92,7,6.83,6.83,32.34,35.24,46.29,47.56,54.72,-1.7,13.23,9.84,1.62,1.63,1.75,0.92,0.93,0.95,1.02,0.2,0.05 +20.12.2015,6.88,5.75,6.61,34.61,34.86,12.02,19.55,12.2,31.76,27.99,28,3.77,5.87,0.3,8.38,33.85,36.2,46.85,-1.81,8.97,7.17,10.65,1.88,1.46,10.92,1.88,0,0.24,0.86,0,6.88,6.91,6.61,6.62,31.9,34.86,46.63,48.02,55.2,-1.71,13.1,10.65,1.88,1.88,1.89,0.83,0.84,0.84,0.84,0.2,0.03 +21.12.2015,6.8,5.73,6.6,35.37,35.54,11.74,19.56,12.74,32.33,28.79,28.78,3.55,6.1,0.3,8.5,34.83,37.87,48.41,-1.82,9.07,7.19,10.59,1.77,1.58,11.85,1.77,0,0.17,0.87,0,6.8,6.84,6.59,6.59,32.68,35.54,47.81,47.94,55.07,-1.58,13.52,10.58,1.77,1.77,1.67,0.37,0.36,0.34,0.29,0.2,0.08 +22.12.2015,6.61,5.54,6.39,35.56,35.7,11.23,19.56,13.56,33.09,29.17,29.17,3.92,6.01,0.3,8.58,34.7,37.01,48.51,-1.83,9.14,7.15,11.55,1.66,1.7,11.1,1.66,0,0.15,0.85,0,6.61,6.58,6.39,6.39,32.69,35.71,47.41,45.76,52.7,-1.38,13.63,11.56,1.66,1.67,1.78,0.99,1.01,1.02,1.09,0.2,0.07 +23.12.2015,6.58,5.82,6.7,37.92,38.12,11.03,20.39,14.93,35.44,31.19,31.21,4.26,6.32,0.3,8,38.16,40.33,49.2,-1.71,8.63,6.83,8.92,1.92,1.73,10.29,1.92,0,0.14,0.86,0,6.57,6.7,6.7,6.7,36,38.09,48.51,48.09,54.8,-1.42,14.88,8.91,1.92,1.9,1.77,0.46,0.45,0.43,0.34,0.2,0.04 +24.12.2015,6.57,6.13,7.01,38.83,39.06,11.13,20.69,15.16,36.12,31.76,31.8,4.38,6.45,0.3,7.79,39.24,41.33,49.98,-1.67,8.45,6.69,8.69,1.51,1.55,9.43,1.51,0,0.15,0.86,0,6.55,6.83,7.02,7.03,37.29,39.03,49.33,49.02,55.62,-1.4,15.24,8.69,1.51,1.5,1.49,0.46,0.46,0.46,0.44,0.2,0.02 +25.12.2015,5.89,6,6.88,37.03,37.3,10.13,19.34,14.3,34.19,30.06,30.11,4.18,6.19,0.3,8.35,37.06,38.83,43,-1.89,9.09,7.12,4.15,0.67,1.51,3.6,0.67,0,0.13,0.84,0,5.85,6.42,6.89,6.91,34.72,37.26,42.35,42.19,49.2,-1.6,14.29,4.16,0.67,0.69,0.92,0.47,0.49,0.52,0.66,0.2,0.02 +26.12.2015,6.02,4.91,5.73,34.18,34.25,9.96,18.54,13.91,32.31,28.48,28.46,3.82,5.77,0.3,8.37,32.88,34.46,42,-1.82,8.79,6.97,7.53,1.57,1.3,6.99,1.57,0,0.12,0.83,0,6.03,5.89,5.73,5.72,31.21,34.27,41.77,43.01,49.97,-1.7,12.61,7.54,1.57,1.57,1.68,1.06,1.07,1.09,1.15,0.2,0.01 +27.12.2015,6.08,5.02,5.84,34.92,35.02,10.02,18.79,14.19,32.88,29.09,29.08,3.78,5.93,0.3,8.33,33.91,35.59,40,-1.84,8.83,6.98,4.42,1.46,1.32,7.17,1.46,0,0.12,0.83,0,6.09,5.99,5.84,5.83,32.19,35.03,39.76,40.96,47.93,-1.72,13.04,4.4,1.46,1.43,1.18,-0.31,-0.34,-0.37,-0.54,0.2,0 +28.12.2015,5.93,5.14,6,32.72,32.88,10.22,18.33,11.75,30.22,26.7,26.71,3.53,5.57,0.3,8.1,31.43,33.46,38.8,-1.82,8.7,6.94,5.31,1.46,1.35,7.17,1.46,0,0.13,0.84,0,5.92,6.03,6,6.01,29.91,32.87,38.95,41.52,48.54,-1.86,12.14,5.3,1.46,1.44,1.3,-0.01,-0.03,-0.04,-0.14,0.2,0 +29.12.2015,5.83,4.26,5.07,30.16,30.23,9.8,17.42,11.16,28.33,25.11,25.09,3.19,5.23,0.3,8.2,28.31,30.3,39.2,-1.8,8.65,6.91,8.85,1.72,1.35,8.44,1.72,0,0.14,0.83,0,5.85,5.58,5.07,5.06,26.8,30.25,39.35,41.85,48.83,-1.83,10.92,8.86,1.72,1.72,1.82,1.03,1.04,1.05,1.11,0.2,0 +30.12.2015,5.52,3.3,4.06,26.38,26.37,9.13,15.59,10.26,25.25,22.4,22.34,2.79,4.78,0.3,8.89,23.55,25.72,27.55,-2.02,9.28,7.48,1.69,0.66,1.33,2.35,0.66,0,0.15,0.81,0,5.55,4.92,4.06,4.04,21.78,26.42,28.58,34.17,41.92,-2.39,8.96,1.69,0.66,0.66,0.76,-0.04,-0.03,-0.02,0.04,0.2,0 +31.12.2015,5.42,3.57,4.33,25.28,25.34,9.2,14.7,9.25,23.57,21.01,20.98,2.51,4.72,0.3,9.2,22.36,24.79,23.49,-2.12,9.72,7.91,-1.41,0.88,1.32,3.14,0.88,0,0.15,0.79,0,5.44,5.01,4.33,4.31,20.39,25.37,24.96,32.26,40.56,-2.68,8.48,-1.44,0.88,0.83,0.45,-1.4,-1.45,-1.49,-1.75,0.2,0 +01.01.2016,5.39,4.16,4.95,26.18,26.3,9.37,14.93,9.19,24.06,21.24,21.23,2.81,4.77,0.3,9.17,23.04,25.22,28.41,-2.04,9.69,7.65,3.2,0.8,1.2,3.57,0.8,0,0.14,0.79,0,5.39,5.31,4.95,4.95,21.45,26.31,28.17,29.65,37.29,-1.92,8.83,3.21,0.8,0.81,0.93,0.14,0.15,0.16,0.24,0.2,0.01 +02.01.2016,6.07,4.74,5.57,28.86,29,10.59,16.74,9.93,26.52,23.31,23.3,3.19,5.23,0.3,10.17,25.09,27.05,38.01,-2.23,10.76,8.53,10.98,1.91,1.27,10.25,1.91,0,0.16,0.85,0,6.08,5.91,5.57,5.57,23.61,29,37.73,39.38,47.9,-2.11,9.69,10.99,1.91,1.92,2.03,1.26,1.28,1.29,1.36,0.2,0 +03.01.2016,5.8,5.44,6.28,29.55,29.86,10.53,16.64,9.58,26.62,23.2,23.25,3.46,5.68,0.3,12.97,24.17,26.45,35.25,-2.98,14.06,11.15,8.75,1.59,1.16,9.35,1.59,0,0.19,0.81,0,5.77,6.17,6.29,6.3,22.15,29.82,35.42,39.21,50.44,-3.03,9.19,8.75,1.59,1.58,1.58,0.54,0.53,0.53,0.53,0.2,0 +04.01.2016,5.36,5.26,6.09,27.06,27.38,9.99,15.2,8.34,24.1,20.89,20.95,3.26,5.43,0.3,13.3,21,23.3,28.82,-3.01,14.16,11.23,5.47,1.43,1.1,6.4,1.43,0,0.18,0.78,0,5.32,5.89,6.09,6.11,19.07,27.34,29.01,32.87,44.19,-3.07,7.94,5.47,1.43,1.43,1.43,0.22,0.22,0.22,0.21,0.2,0 +05.01.2016,4.57,4.67,5.48,24.01,24.32,8.65,13.37,7.53,21.55,18.43,18.49,3.19,5.43,0.3,15.05,16.11,18.4,24.02,-3.43,16.08,12.74,5.57,1.43,1.03,6.19,1.43,0,0.17,0.76,0,4.53,5.23,5.48,5.51,14.28,24.27,24.3,29,41.88,-3.53,6.05,5.57,1.43,1.44,1.46,0.34,0.35,0.35,0.37,0.2,0 +06.01.2016,4.14,2.66,3.42,19.27,19.36,7.16,11.27,7.18,18.25,15.89,15.87,2.34,4.6,0.3,12.79,12.04,14.22,21.44,-2.73,12.95,10.16,7.25,2.3,1.06,8.02,2.3,0,0.17,0.78,0,4.15,3.99,3.42,3.41,10.7,19.39,20.83,21.77,31.86,-2.48,4.52,7.24,2.3,2.3,2.18,0.83,0.82,0.8,0.73,0.2,0 +07.01.2016,3.59,2.56,3.31,20.28,20.42,5.88,11.12,8.19,19.36,16.98,16.98,2.4,4.8,0.3,13.13,12.95,15.05,23.26,-2.9,13.72,10.76,8.24,2.01,1.04,8.09,2.01,0,0.15,0.75,0,3.59,3.67,3.31,3.31,11.64,20.42,22.71,24.14,34.87,-2.7,4.92,8.25,2.02,2.03,2.06,1,1,1.01,1.04,0.2,0 +08.01.2016,4.41,2.14,2.88,23.75,23.8,6.65,13.42,10.13,22.96,20.95,20.89,1.95,4.98,0.3,11.39,18.36,22.11,30.2,-2.41,11.61,8.97,8.21,2.11,1.3,8.27,2.11,0,0.19,0.79,0,4.45,3.86,2.88,2.86,16.9,23.84,28.67,26.25,34.94,-1.8,7.11,8.21,2.11,2.11,2.11,0.98,0.98,0.98,0.98,0.2,0.08 +09.01.2016,4.39,2.99,3.75,26.23,26.46,6.7,14.32,11.09,25.27,22.5,22.48,2.75,5.04,0.3,10.64,21.93,24.52,36.77,-2.29,11.06,8.54,12.37,2.41,1.31,11.07,2.41,0,0.26,0.78,0,4.4,4.24,3.75,3.74,20.41,26.47,35.25,32.68,40.93,-1.68,8.54,12.38,2.41,2.42,2.53,1.75,1.77,1.78,1.86,0.2,0.18 +10.01.2016,4.95,3.31,4.1,27.12,27.24,7.88,15.19,10.7,25.64,23.09,23.04,2.54,5.28,0.3,10.88,22.93,25.99,33.8,-2.43,11.39,9,7.81,1.87,1.34,8.68,1.87,0,0.23,0.83,0,4.98,4.73,4.09,4.08,21.16,27.27,33.7,36.12,45.18,-2.39,8.8,7.8,1.87,1.88,1.8,0.54,0.53,0.52,0.48,0.2,0.12 +11.01.2016,5.12,4.03,4.84,29.56,29.78,8.29,16.18,11.36,27.59,24.74,24.73,2.87,5.53,0.3,10.51,26.12,29.04,43.1,-2.29,11.02,8.68,14.13,2.62,1.4,13.32,2.62,0,0.25,0.83,0,5.13,5.22,4.84,4.83,24.34,29.79,42.55,43.55,52.22,-2.17,10.14,14.13,2.62,2.65,2.69,1.53,1.53,1.54,1.59,0.2,0.11 +12.01.2016,5.76,5.56,6.42,35.7,36.16,9.66,18.66,12.91,32.06,29.23,29.26,2.9,6.51,0.3,10.1,34.65,39.11,55.19,-2.2,10.89,8.57,16.18,2.69,1.86,14.15,2.69,0,0.35,0.84,0,5.74,6.28,6.43,6.44,32.15,36.12,54.17,53.64,62.08,-1.94,13.59,16.2,2.69,2.73,2.9,2.03,2.05,2.07,2.2,0.2,0.26 +13.01.2016,5.91,5.74,6.61,35.94,36.42,10.07,19.01,13.32,32.82,29.27,29.32,3.6,6.39,0.3,10.57,34.74,37.73,48.56,-2.38,11.38,8.93,10.84,2.12,1.68,11.63,2.12,0,0.37,0.83,0,5.88,6.41,6.61,6.62,31.83,36.39,48,48.84,57.72,-2.26,13.44,10.83,2.12,2.12,2.03,0.64,0.63,0.62,0.57,0.2,0.21 +14.01.2016,6.54,6.02,6.87,40.83,41.29,10.62,21.28,16.92,38.53,33.9,33.94,4.66,6.96,0.3,10.86,39.06,41.68,53.26,-2.42,11.65,9.16,11.64,1.8,1.51,11.99,1.8,0,0.34,0.81,0,6.52,6.9,6.87,6.89,36.97,41.25,52.59,53.17,62.24,-2.25,15.3,11.64,1.8,1.81,1.81,0.63,0.63,0.63,0.64,0.2,0.13 +15.01.2016,6.89,6.58,7.43,44.48,44.92,11.12,23.01,18.71,42.14,36.99,37.03,5.2,7.47,0.3,11.14,42.63,45.13,57.21,-2.47,11.96,9.41,12.12,1.74,1.26,11.65,1.74,0,0.3,0.81,0,6.87,7.32,7.43,7.45,40.84,44.87,56.53,57.1,66.41,-2.26,16.57,12.13,1.74,1.75,1.87,0.88,0.89,0.91,0.99,0.2,0.07 +16.01.2016,6.65,6.52,7.38,44.22,44.58,10.71,22.72,18.69,41.92,36.78,36.83,5.2,7.42,0.3,11.13,42.58,45.02,52.74,-2.5,11.89,9.47,7.68,1.4,1.18,9.51,1.4,0,0.24,0.81,0,6.62,7.17,7.38,7.39,40.44,44.54,53.01,56.59,66.18,-2.58,16.36,7.67,1.4,1.4,1.29,-0.23,-0.24,-0.25,-0.32,0.2,0.04 +17.01.2016,6.8,5.53,6.37,42.42,42.6,10.55,22.22,18.87,40.93,36.08,36.06,4.84,7.17,0.3,10.71,40.07,42.78,52.82,-2.32,11.16,8.84,10.04,1.64,1.19,10.71,1.64,0,0.24,0.86,0,6.81,6.68,6.37,6.36,38.58,42.63,52.59,54.39,63.24,-2.22,15.47,10.04,1.64,1.64,1.64,0.39,0.39,0.39,0.39,0.2,0.04 +18.01.2016,6.56,6.07,6.93,43.25,43.55,10.36,22.25,18.79,41.33,36.27,36.3,5.08,7.25,0.3,11.01,41.24,43.66,51.24,-2.48,11.79,9.38,7.54,1.67,1.2,8.18,1.67,0,0.22,0.83,0,6.54,6.82,6.93,6.94,39.36,43.52,51.42,54.73,64.21,-2.54,15.91,7.54,1.67,1.66,1.66,0.41,0.4,0.4,0.4,0.2,0.04 +19.01.2016,6.78,5.97,6.79,42.33,42.58,10.86,22.33,18.06,40.49,35.53,35.54,4.98,7.1,0.3,10.87,40.1,42.51,47.83,-2.42,11.46,9.04,5.3,1.42,1.09,5.08,1.42,0,0.22,0.81,0,6.77,6.88,6.79,6.79,38.35,42.57,47.56,49.4,58.44,-2.31,15.4,5.3,1.42,1.43,1.55,0.56,0.57,0.59,0.66,0.2,0.01 +20.01.2016,6.17,4.74,5.53,37.24,37.34,9.66,19.97,16.45,36.19,31.75,31.72,4.42,6.47,0.3,11.75,32.42,34.9,40.26,-2.65,12.26,9.78,5.27,1.44,0.47,7.18,1.44,0,0.2,0.81,0,6.18,5.95,5.53,5.52,31.58,37.38,40.89,45.94,55.93,-2.89,12.17,5.27,1.43,1.42,1.3,-0.22,-0.23,-0.24,-0.32,0.2,0 +21.01.2016,6.29,4.03,4.79,35.58,35.57,9.63,19.91,15.89,35.15,30.89,30.82,4.19,6.25,0.3,11.5,30.6,33.16,38.35,-2.53,11.78,9.41,5.13,1.23,0.43,6.21,1.23,0,0.18,0.81,0,6.33,5.65,4.78,4.76,29.8,35.63,38.92,43.75,53.36,-2.75,11.44,5.13,1.23,1.23,1.23,-0.05,-0.05,-0.05,-0.05,0.2,0 +22.01.2016,5.5,4.3,5.07,36.12,36.3,8.08,18.89,16.42,35.22,31.07,31.06,4.14,6.29,0.3,10.84,31.98,34.56,39.3,-2.4,11.36,9.03,4.71,1.52,0.42,5.41,1.52,0,0.19,0.78,0,5.5,5.4,5.07,5.07,31.26,36.3,39.44,42.71,51.83,-2.46,12.08,4.71,1.52,1.52,1.51,0.23,0.23,0.23,0.23,0.2,0 +23.01.2016,5.08,4.94,5.73,37.04,37.33,7.56,18.36,16.32,35.11,31.26,31.29,3.9,6.54,0.3,10.79,33.53,36.6,42.16,-2.42,11.53,9.13,5.57,1.4,0.45,6.26,1.4,0,0.21,0.77,0,5.06,5.5,5.73,5.75,32.63,37.3,41.99,44.33,53.51,-2.37,12.71,5.58,1.4,1.41,1.43,0.22,0.22,0.22,0.24,0.2,0.01 +24.01.2016,5.19,4.49,5.33,36.66,36.95,7.52,18.38,16.56,35.06,31.33,31.33,3.75,6.51,0.3,10.59,33.46,36.72,45.74,-2.31,11.16,8.71,9.1,1.45,0.65,8.72,1.45,0,0.28,0.83,0,5.19,5.34,5.33,5.33,32.4,36.95,44.69,43.94,52.51,-1.91,12.75,9.11,1.45,1.47,1.6,0.69,0.71,0.73,0.82,0.2,0.15 +25.01.2016,5.44,3.79,4.62,36.35,36.59,7.51,18.5,17.51,35.66,31.79,31.75,3.84,6.43,0.3,10.48,33.38,36.68,51.99,-2.22,10.89,8.52,15.41,2.22,1.03,16.22,2.22,0,0.34,0.86,0,5.46,5.11,4.62,4.6,32.03,36.62,50.83,49.65,57.98,-1.79,12.82,15.4,2.21,2.2,2.08,0.55,0.54,0.53,0.44,0.2,0.12 +26.01.2016,5.71,4.54,5.4,37.53,37.79,8.45,19.14,17.29,36.35,32.14,32.13,4.2,6.51,0.3,10.51,34.99,37.47,50.06,-2.29,11.05,8.61,12.63,1.72,1.3,12.15,1.72,0,0.28,0.87,0.02,5.72,5.63,5.4,5.4,33.32,37.8,48.96,47.93,56.37,-1.87,13.55,12.64,1.72,1.74,1.87,0.75,0.77,0.78,0.87,0.2,0.05 +27.01.2016,6.52,5.39,6.21,38.95,39.16,10.42,20.71,16.68,37.28,32.76,32.75,4.51,6.66,0.3,10.79,36.22,38.91,49.55,-2.39,11.39,8.93,10.68,1.72,1.35,12.18,1.72,0,0.23,0.82,0.1,6.53,6.5,6.21,6.2,34.55,39.16,48.83,49.22,58.05,-2.12,14.05,10.67,1.72,1.7,1.59,0.15,0.13,0.12,0.04,0.2,0.03 +28.01.2016,6.28,6.09,6.86,39.89,40.2,10.32,20.7,16.36,37.41,32.99,33.02,4.46,6.9,0.3,11.3,37.26,39.93,49.42,-2.55,12.05,9.43,9.53,1.51,1.35,10.13,1.51,0,0.22,0.74,0.15,6.26,6.77,6.86,6.87,35.34,40.17,48.74,49.37,58.71,-2.28,14.44,9.53,1.51,1.52,1.52,0.37,0.37,0.37,0.37,0.2,0.03 +29.01.2016,6.85,4.79,5.49,37.72,37.77,10.79,20.7,16.58,36.69,32.32,32.26,4.31,6.47,0.3,10.56,34.61,37.09,48.53,-2.26,10.78,8.51,11.42,1.86,1.23,10.79,1.86,0,0.22,0.75,0.05,6.89,6.36,5.49,5.47,33.17,37.83,48.25,49.92,58.43,-2.15,13.36,11.43,1.86,1.87,1.99,1.05,1.07,1.08,1.16,0.2,0.02 +30.01.2016,7.1,5.8,6.53,40.9,41.08,11.43,21.96,16.9,38.7,34.42,34.39,4.27,7.12,0.3,11.01,38.47,42.04,55.12,-2.42,11.61,9.29,13.08,1.88,1.39,14.05,1.88,0,0.24,0.76,0.01,7.13,6.97,6.53,6.51,36.72,41.1,55.41,59.32,68.78,-2.55,14.98,13.08,1.89,1.89,1.8,0.48,0.48,0.47,0.42,0.2,0.09 +31.01.2016,7.07,7.21,8.01,45.52,46.01,11.69,23.64,18.36,42.61,37.41,37.48,5.26,7.59,0.3,10.52,44.86,47.3,64.54,-2.28,11.34,8.9,17.35,2.3,1.42,17.34,2.28,0.01,0.29,0.75,0,7.03,7.65,8.01,8.03,42.69,45.94,63.38,62.22,70.92,-1.84,17.5,17.35,2.29,2.29,2.28,1.12,1.12,1.11,1.1,0.2,0.1 +01.02.2016,7.02,7.17,7.96,45.85,46.21,11.56,23.68,18.71,42.94,37.83,37.87,5.17,7.71,0.3,10.74,44.84,47.73,63.03,-2.35,11.47,9.15,15.28,1.82,1.46,14.35,1.82,0,0.26,0.76,0,7,7.6,7.96,7.98,42.74,46.18,62.85,65.03,74.22,-2.29,17.44,15.3,1.82,1.85,1.99,1.2,1.13,1.15,1.26,0.2,0.09 +02.02.2016,6.58,7,7.79,46.68,47.14,10.46,23.24,19.96,43.87,38.78,38.85,5.16,7.88,0.3,10.76,46.29,49.46,63.94,-2.37,11.59,9.07,14.55,2.12,1.61,15.93,2.12,0,0.28,0.74,0,6.53,7.27,7.8,7.82,43.84,47.08,62.83,61.92,70.81,-1.94,18.03,14.54,2.12,2.11,1.99,0.43,0.28,0.27,0.19,0.2,0.12 +03.02.2016,6.85,5.6,6.27,44.71,44.91,10.12,22.94,21.13,43.86,38.46,38.44,5.37,7.36,0.3,9.66,43.83,46.41,65.18,-1.96,9.97,7.85,18.84,2.11,1.41,18.21,2.11,0,0.26,0.68,0,6.86,6.68,6.27,6.26,42.12,44.93,64,62.35,69.98,-1.49,17.02,18.84,2.11,2.12,2.22,1.27,1.15,1.16,1.22,0.2,0.07 +04.02.2016,6.79,6.01,6.7,44.02,44.26,10.51,22.61,19.53,42.25,37.31,37.32,4.95,7.37,0.3,9.51,43.48,46.47,57.69,-2.06,10.06,7.93,11.21,1.98,1.38,11.36,1.96,0.02,0.23,0.68,0,6.79,6.88,6.7,6.7,41.66,44.26,57.06,57.45,65.31,-1.88,16.81,11.21,1.98,1.98,2,0.87,0.74,0.74,0.76,0.2,0.05 +05.02.2016,6.57,5.41,6.08,41.61,41.79,10.03,21.64,18.83,40.36,35.54,35.53,4.8,6.97,0.3,9.54,40.63,43.26,57.76,-2.05,10,8.04,14.47,2.07,1.38,15.8,2.07,0,0.23,0.69,0,6.57,6.46,6.08,6.08,38.74,41.81,57.92,61.07,69.22,-2.23,15.7,14.47,2.07,2.06,1.93,0.5,0.36,0.34,0.26,0.2,0.04 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+30.09.2016,3.27,1.8,2.18,11.87,11.94,5.77,7.38,2.97,10.22,9.69,9.69,0.51,2.51,0.3,5.1,10.66,10.94,10.21,-1.49,7.09,5.59,-0.72,2.3,0.68,1.03,2.3,0,0.07,0.38,0,3.27,3.11,2.18,2.18,8.88,11.94,9.82,10.29,15.83,-1.28,2.72,-0.73,2.3,2.27,2.13,0.55,0.23,0.21,0.11,0.2,0 +01.10.2016,3.66,1.81,2.15,13.09,13.07,6.35,7.83,3.13,10.55,11.01,10.97,-0.5,3.03,0.3,6.32,10.39,13.06,12.83,-1.43,6.84,5.44,-0.22,0.84,0.77,1.47,0.84,0,0.08,0.37,0,3.69,3.27,2.14,2.13,9.28,13.1,12.65,13.93,19.43,-1.32,2.83,-0.22,0.84,0.85,0.85,-0.23,-0.55,-0.55,-0.55,0.2,0.03 +02.10.2016,3.94,1.97,2.32,13.64,13.61,6.86,8.32,3.23,11.04,11.38,11.34,-0.4,3.07,0.3,6.4,10.99,13.84,14.52,-1.42,6.87,5.37,0.74,1.55,0.9,2.98,1.55,0,0.08,0.39,0,3.96,3.41,2.32,2.31,9.81,13.65,13.8,13.07,18.33,-1.08,3.13,0.72,1.55,1.52,1.38,0.04,-0.29,-0.31,-0.41,0.2,0.02 +03.10.2016,3.02,2.37,2.77,14.04,14.11,5.41,7.36,3.38,10.92,11.26,11.26,-0.31,3.23,0.3,6.92,11.31,13.73,11.07,-1.61,7.58,6.06,-2.68,0.76,0.69,1.39,0.76,0,0.08,0.4,0,3.01,3.22,2.77,2.77,9.95,14.11,11.24,13.84,20.02,-1.64,3.19,-2.7,0.76,0.72,0.46,-1.15,-1.49,-1.52,-1.7,0.2,0.02 +04.10.2016,3.69,1.62,2.12,13.18,13.18,6.36,7.92,3.22,10.64,11.11,11.07,-0.53,3.17,0.3,7.17,9.97,12.82,11.98,-1.62,7.75,6.1,-0.83,1.08,0.86,2.07,1.08,0,0.11,0.54,0,3.72,3.18,2.12,2.1,8.69,13.22,11.59,12.11,18.16,-1.41,2.7,-0.84,1.08,1.04,0.89,-0.52,-0.91,-0.93,-1.04,0.2,0.1 +05.10.2016,2.86,3.18,3.65,16.39,16.68,5.43,7.94,3.97,12.6,12.63,12.7,0.04,3.95,0.3,9.39,12.46,15.66,13.46,-2.24,10.6,8.46,-2.23,0.47,0.78,1.08,0.47,0,0.09,0.4,0,2.81,3.52,3.65,3.68,10.84,16.61,13.7,17.29,25.91,-2.32,3.62,-2.24,0.47,0.45,0.31,-1.08,-1.46,-1.48,-1.58,0.2,0.06 +06.10.2016,3.94,2.35,2.76,14.57,14.56,6.96,8.57,3.36,11.59,11.86,11.83,-0.31,3.34,0.3,7.37,11.32,14.1,14.66,-1.6,7.71,6.12,0.57,1.34,0.85,2.81,1.34,0,0.09,0.45,0,3.96,3.61,2.76,2.75,10.05,14.6,14.38,15.42,21.55,-1.45,3.12,0.56,1.34,1.32,1.19,-0.18,-0.48,-0.5,-0.59,0.2,0.07 +07.10.2016,4.42,2.97,3.39,19.93,19.99,7.52,11.22,6.2,17.21,16.57,16.55,0.61,4.12,0.3,7.74,17.09,19.72,17.92,-1.73,8.34,6.6,-1.78,1.53,0.69,1.36,1.53,0,0.09,0.44,0,4.44,4.22,3.39,3.38,15.92,20,17.58,18.46,25.04,-1.54,5.37,-1.8,1.52,1.49,1.24,-0.43,-0.66,-0.69,-0.87,0.2,0.05 +08.10.2016,4.6,3.31,3.74,23.35,23.41,7.61,12.9,8.13,20.87,19.63,19.62,1.22,4.68,0.3,8.53,19.91,22.39,19.98,-1.89,9.15,7.18,-2.35,1.62,0.62,0.72,1.62,0,0.08,0.44,0,4.61,4.44,3.74,3.74,19.12,23.42,19.27,19.11,26.2,-1.56,6.51,-2.37,1.62,1.6,1.35,-0.31,-0.59,-0.62,-0.78,0.2,0.07 +09.10.2016,4.95,2.45,2.86,23.22,23.09,7.82,13.33,9.09,21.63,20.48,20.4,1.07,4.65,0.3,8.28,19.85,22.51,24.96,-1.74,8.54,6.65,2.54,3.19,0.67,2.84,3.19,0,0.09,0.48,0,5.01,4.19,2.86,2.83,18.96,23.16,23.81,22.06,28.52,-1.25,6.4,2.53,3.19,3.18,3.08,1.76,1.44,1.43,1.37,0.2,0.1 +10.10.2016,4.99,4.25,4.72,25.85,26.02,8.58,14.24,8.33,22.77,21.09,21.11,1.7,4.97,0.3,8.39,23.45,25.83,26.07,-1.87,9.1,7.06,0.32,1.23,0.66,2.63,1.23,0,0.1,0.45,0,4.97,5.15,4.72,4.73,22.17,26,24.85,23,29.85,-1.35,7.81,0.31,1.22,1.2,1.07,-0.35,-0.72,-0.74,-0.83,0.2,0.06 +11.10.2016,4.68,4.68,5.19,25.77,25.99,8.37,14.41,7.05,21.97,20.52,20.57,1.5,5.11,0.3,9.24,22.96,25.83,25,-2.11,10.04,7.95,-0.81,1.07,0.64,2.4,1.07,0,0.1,0.47,0,4.65,5.18,5.19,5.2,21.42,25.95,24.77,26.52,34.5,-1.99,7.54,-0.83,1.07,1.05,0.8,-0.91,-1.31,-1.34,-1.5,0.2,0.05 +12.10.2016,4.32,3.72,4.2,24.06,24.18,7.3,13.81,7.17,21.13,19.84,19.85,1.31,4.89,0.3,9.44,20.35,23.2,25.02,-2.13,10.13,8.07,1.79,1.61,0.66,3.46,1.61,0,0.11,0.47,0,4.31,4.49,4.2,4.21,19.19,24.18,25.16,28.18,36.37,-2.15,6.59,1.78,1.61,1.6,1.48,0.06,-0.33,-0.34,-0.42,0.2,0.05 +13.10.2016,4.74,3.1,3.54,22.13,22.15,7.94,13.65,6.52,19.81,18.64,18.61,1.13,4.49,0.3,8.56,18.48,21.3,25.02,-1.88,8.99,7.18,3.7,2.11,0.63,5.1,2.11,0,0.11,0.48,0,4.77,4.38,3.54,3.53,17.6,22.18,25.11,27.64,34.9,-1.87,5.85,3.68,2.11,2.1,1.97,0.5,0.13,0.11,0.02,0.2,0.04 +14.10.2016,5.03,4.5,4.97,24.07,24.27,9.06,13.95,6.27,20.46,19.05,19.08,1.44,4.7,0.3,8.32,21.74,24.46,25.39,-1.91,9.11,7.35,0.87,1.52,0.58,3.06,1.52,0,0.12,0.45,0,5.02,5.23,4.98,4.99,20.21,24.24,25.89,29.84,37.35,-2.06,7.01,0.86,1.52,1.5,1.37,-0.1,-0.5,-0.51,-0.61,0.2,0.01 +15.10.2016,4.62,5.2,5.68,25.26,25.57,8.72,13.81,6.42,21,19.46,19.54,1.62,5.04,0.3,9.7,21.92,24.59,24.29,-2.24,10.72,8.48,-0.3,0.84,0.56,1.61,0.84,0,0.11,0.42,0,4.57,5.38,5.69,5.71,20.51,25.51,24.02,25.65,34.13,-2.08,7.14,-0.3,0.84,0.84,0.83,-0.34,-0.72,-0.72,-0.73,0.2,0.01 +16.10.2016,5.02,4.34,4.8,23.28,23.4,9.08,13.8,5.97,19.86,18.46,18.48,1.41,4.68,0.3,9.17,19.65,22.13,22.21,-2.04,9.77,7.8,0.04,1.01,0.57,1.76,1.01,0,0.11,0.44,0,5.02,5.13,4.8,4.8,18.48,23.4,22.35,25.16,33.06,-2.04,6.26,0.04,1.01,1.01,1.01,-0.1,-0.48,-0.48,-0.48,0.2,0.01 +17.10.2016,4.95,3.46,3.9,20.66,20.68,8.73,12.9,5.41,18.01,16.8,16.77,1.19,4.41,0.3,9.62,15.92,18.3,16.81,-2.14,10.15,8.09,-1.54,0.4,0.55,0.88,0.4,0,0.1,0.46,0,4.97,4.66,3.9,3.89,15,20.7,16.93,19.79,27.96,-2.13,4.85,-1.54,0.4,0.39,0.38,-0.82,-1.18,-1.18,-1.18,0.2,0 +18.10.2016,4.91,3.9,4.32,21.42,21.51,8.8,12.9,5.48,18.32,17.11,17.1,1.21,4.46,0.3,9.28,17.13,19.52,17.59,-2.07,9.92,7.94,-1.96,0.38,0.5,0.34,0.38,0,0.1,0.42,0,4.92,4.85,4.32,4.32,16.26,21.51,17.79,20.95,29.01,-2.11,5.33,-1.96,0.38,0.37,0.37,-0.78,-1.14,-1.14,-1.14,0.2,0 +19.10.2016,4.89,3.76,4.25,20.75,20.77,8.78,12.05,4.98,16.86,16.56,16.52,0.29,4.4,0.3,8.85,16.99,20.4,20.58,-1.93,9.43,7.37,0.26,1.14,0.63,2.35,1.14,0,0.12,0.52,0,4.91,4.75,4.25,4.23,15.85,20.8,19.53,18.4,25.62,-1.5,5.29,0.25,1.14,1.15,1.06,-0.33,-0.7,-0.71,-0.76,0.2,0.13 +20.10.2016,4.54,4,4.46,21.06,21.21,8.25,11.15,6.15,17.41,16.61,16.61,0.82,4.47,0.3,9.23,16.91,19.21,18.58,-2.04,9.83,7.73,-0.6,0.88,0.56,2.13,0.88,0,0.15,0.46,0,4.54,4.67,4.46,4.46,16,21.21,17.99,18.49,26.19,-1.78,5.3,-0.6,0.88,0.87,0.75,-0.72,-1.1,-1.12,-1.2,0.2,0.08 +21.10.2016,4.16,3.35,3.85,20.08,20.23,7.34,10.19,6.67,16.85,16.23,16.23,0.62,4.25,0.3,8.58,16.53,19.54,19.98,-1.9,9.17,7.2,0.5,2.55,0.58,2.27,2.55,0,0.15,0.5,0,4.16,4.17,3.85,3.85,15.46,20.23,19.26,19.03,26.12,-1.58,5.14,0.48,2.54,2.52,2.27,0.53,0.09,0.06,-0.11,0.2,0.15 +22.10.2016,4.12,3.13,3.63,19.39,19.53,7.21,10.05,6.62,16.66,15.76,15.76,0.9,4.13,0.3,8.7,15.49,17.91,17.76,-1.94,9.3,7.28,-0.12,1.13,0.4,1.51,1.13,0,0.14,0.49,0,4.12,4.11,3.63,3.63,14.53,19.53,17.07,16.92,24.09,-1.64,4.7,-0.13,1.13,1.12,1.11,-0.03,-0.47,-0.48,-0.49,0.2,0.06 +23.10.2016,4.74,4.27,4.76,21.65,21.84,8.72,11.47,6.29,18.04,16.84,16.87,1.22,4.45,0.3,8.97,17.68,20.07,19.42,-2.04,9.76,7.71,-0.64,0.9,0.36,2.28,0.9,0,0.11,0.47,0,4.73,4.99,4.77,4.78,16.91,21.81,19.12,20.45,28.15,-1.91,5.63,-0.65,0.89,0.87,0.74,-0.63,-1.08,-1.1,-1.19,0.2,0.02 +24.10.2016,5.16,3.83,4.26,22.56,22.56,9.04,13.01,6.72,19.48,18.37,18.33,1.1,4.78,0.3,10.04,17.61,20.57,18.72,-2.24,10.6,8.4,-1.84,0.57,0.42,1.03,0.57,0,0.1,0.46,0,5.19,4.97,4.26,4.24,16.84,22.6,18.61,21.01,29.5,-2.22,5.52,-1.85,0.57,0.56,0.45,-0.93,-1.4,-1.42,-1.49,0.2,0.06 +25.10.2016,5.44,4.29,4.78,26.08,26.17,9.4,14.6,8.39,22.86,21.32,21.31,1.53,5.23,0.3,10.09,21.8,24.8,24.64,-2.23,10.7,8.41,-0.09,1.31,0.5,3.29,1.31,0,0.13,0.51,0,5.45,5.32,4.78,4.78,20.85,26.18,23.94,24.24,32.57,-1.92,7.22,-0.11,1.31,1.29,1.04,-0.66,-1.08,-1.11,-1.27,0.2,0.13 +26.10.2016,5.34,4.98,5.49,26.91,27.15,9.59,14.77,8.22,23.32,21.37,21.4,1.99,5.31,0.3,10.38,22.7,25.11,27.47,-2.32,11.16,8.68,2.43,1.43,0.42,3.76,1.43,0,0.14,0.48,0,5.32,5.65,5.49,5.5,21.66,27.12,26.28,25.03,33.51,-1.82,7.51,2.43,1.43,1.42,1.41,0.22,-0.14,-0.14,-0.15,0.2,0.06 +27.10.2016,5.32,4.96,5.47,27.55,27.76,9.47,15.11,8.62,24.08,22.03,22.07,2.09,5.4,0.3,10.39,23.3,25.68,27.29,-2.35,11.18,8.83,1.61,1.23,0.38,3.02,1.23,0,0.12,0.47,0,5.29,5.67,5.47,5.48,22.34,27.73,26.97,28.67,37.5,-2.19,7.74,1.61,1.23,1.23,1.23,0.07,-0.29,-0.29,-0.29,0.2,0.03 +28.10.2016,4.96,4.71,5.19,27.95,28.15,8.6,14.93,9.57,24.88,22.71,22.75,2.21,5.48,0.3,10.66,23.48,25.91,25.99,-2.41,11.45,8.96,0.1,0.83,0.39,1.64,0.83,0,0.1,0.44,0,4.93,5.34,5.19,5.2,22.56,28.12,25.26,25.66,34.52,-2.09,7.9,0.1,0.83,0.83,0.83,-0.31,-0.67,-0.67,-0.67,0.2,0.02 +29.10.2016,5.03,4.77,5.22,27.8,28.01,8.81,14.8,9.42,24.59,22.52,22.56,2.1,5.39,0.3,10.08,23.8,26.17,27,-2.28,10.81,8.53,0.83,1.12,0.33,2.35,1.12,0,0.1,0.41,0,5,5.38,5.22,5.24,22.9,27.97,26.7,28.24,36.76,-2.1,7.95,0.83,1.12,1.11,1.1,-0.01,-0.36,-0.36,-0.37,0.2,0.01 +30.10.2016,5.59,3.74,4.13,26.23,26.23,9.38,14.94,9.37,23.95,22.14,22.11,1.76,5.12,0.3,9.38,22.12,24.75,27.02,-2.08,9.87,7.86,2.25,1.58,0.34,4.51,1.58,0,0.09,0.41,0,5.61,5.25,4.13,4.11,21.48,26.26,27.09,29.8,37.74,-2.06,7.26,2.24,1.58,1.56,1.42,-0.02,-0.4,-0.42,-0.51,0.2,0 +31.10.2016,5.6,3.66,4.04,26.34,26.32,9.32,15.03,9.65,24.27,22.36,22.32,1.86,5.11,0.3,9.15,22.43,25.24,28.08,-2.01,9.6,7.59,2.85,1.71,0.43,3.46,1.68,0.03,0.09,0.41,0,5.63,5.19,4.04,4.02,21.79,26.35,27.75,29.09,36.68,-1.85,7.44,2.85,1.71,1.71,1.71,0.55,0.18,0.18,0.18,0.2,0 +01.11.2016,5,4.11,4.53,27.37,27.44,8.33,14.53,10.1,24.69,22.85,22.84,1.86,5.36,0.3,9.79,23.36,26.45,26.65,-2.23,10.52,8.39,0.16,0.82,0.4,1.8,0.82,0,0.08,0.42,0,5,5.07,4.53,4.53,22.56,27.44,26.86,30.3,38.84,-2.28,7.77,0.16,0.82,0.83,0.84,-0.34,-0.74,-0.74,-0.73,0.2,0.06 +02.11.2016,4.82,4.51,5,27.8,27.99,8.26,14.49,9.64,24.51,22.74,22.78,1.81,5.46,0.3,10.06,24.26,26.96,27.08,-2.31,10.98,8.68,0.13,1.13,0.45,2.67,1.13,0,0.1,0.46,0,4.79,5.18,5,5.01,22.97,27.96,26.79,28.59,37.29,-2.17,8.12,0.12,1.13,1.12,1,-0.47,-0.89,-0.91,-0.98,0.2,0.09 +03.11.2016,5.55,3.81,4.24,26.18,26.21,9.35,14.95,9.19,23.78,21.98,21.95,1.76,5.12,0.3,9.39,22.26,24.39,26.81,-2.05,9.83,7.77,2.43,1.8,0.51,4.58,1.8,0,0.12,0.46,0,5.57,5.2,4.24,4.23,21.45,26.24,26.45,27.64,35.38,-1.87,7.33,2.42,1.8,1.78,1.65,0.09,-0.34,-0.35,-0.45,0.2,0.06 +04.11.2016,5.8,3.8,4.23,26.94,26.95,9.69,15.72,9.65,24.9,22.77,22.73,2.07,5.27,0.3,10.07,22.55,25.02,26.6,-2.23,10.58,8.42,1.55,1.13,0.54,2.66,1.13,0,0.12,0.47,0,5.83,5.34,4.23,4.22,21.68,26.98,26.67,29.57,38.06,-2.21,7.44,1.54,1.12,1.12,1.11,-0.13,-0.55,-0.55,-0.56,0.2,0.03 +05.11.2016,5.29,4.53,5.04,29.14,29.24,8.91,15.7,10.18,26.01,24.11,24.1,1.93,5.76,0.3,10.85,24.68,28.12,30.23,-2.44,11.61,9.29,2.09,1.26,0.55,3.88,1.26,0,0.13,0.52,0,5.3,5.46,5.04,5.04,23.7,29.25,30.51,34.51,43.98,-2.53,8.33,2.09,1.26,1.27,1.17,-0.24,-0.66,-0.67,-0.72,0.2,0.14 +06.11.2016,5.28,3.77,4.26,27.48,27.58,8.63,15.17,10.08,25.02,23.27,23.24,1.72,5.5,0.3,10.48,23.48,26.78,33.01,-2.26,10.92,8.6,6.28,2.45,0.63,6.67,2.45,0,0.18,0.52,0,5.3,5.07,4.26,4.24,22.12,27.61,32.33,32.72,41.24,-1.95,7.84,6.27,2.45,2.45,2.34,0.9,0.48,0.46,0.4,0.2,0.23 +07.11.2016,4.9,4.33,4.83,29.24,29.49,7.99,15.06,11.34,26.68,24.37,24.4,2.33,5.76,0.3,11.3,24.77,27.47,31.48,-2.53,12.11,9.57,4.01,1.4,0.51,4.44,1.4,0,0.16,0.47,0,4.88,5.17,4.83,4.84,23.53,29.46,31.16,32.98,42.55,-2.36,8.33,4.01,1.4,1.4,1.4,0.19,-0.21,-0.21,-0.21,0.2,0.09 +08.11.2016,5.34,3.59,4,28.96,29,8.32,15.55,12.29,27.45,25.02,24.98,2.39,5.68,0.3,11.1,23.92,26.56,31.33,-2.41,11.52,9.2,4.73,1.47,0.42,4.66,1.47,0,0.13,0.45,0,5.36,4.98,4,3.99,23.12,29.03,31.46,34.84,44.15,-2.44,7.94,4.74,1.47,1.49,1.61,0.66,0.27,0.28,0.36,0.2,0.03 +09.11.2016,5.46,4.12,4.57,30.5,30.61,8.65,16.18,12.65,28.69,25.95,25.94,2.73,5.88,0.3,11.42,25.56,28.13,29.49,-2.52,12.03,9.58,1.32,0.98,0.42,3.06,0.98,0,0.13,0.45,0,5.47,5.31,4.57,4.56,24.66,30.62,29.57,32.76,42.42,-2.51,8.59,1.32,0.98,0.97,0.97,-0.27,-0.67,-0.68,-0.68,0.2,0.01 +10.11.2016,5.83,4,4.46,30.16,30.2,9.35,16.67,12.23,28.51,25.76,25.72,2.71,5.83,0.3,11.37,25.04,27.47,29.7,-2.47,11.84,9.51,2.17,1.69,0.42,4.33,1.67,0.01,0.14,0.5,0,5.86,5.44,4.46,4.44,24.2,30.23,30.19,34.78,44.46,-2.64,8.35,2.16,1.69,1.67,1.54,0.05,-0.37,-0.39,-0.48,0.2,0.01 +11.11.2016,5.97,5.67,6.24,35.01,35.28,10.04,18.4,13.13,31.94,28.7,28.75,3.28,6.49,0.3,11.52,30.8,33.22,33.48,-2.56,12.39,9.83,0.28,0.78,0.44,1.91,0.78,0,0.13,0.52,0,5.95,6.36,6.24,6.25,29.84,35.23,33.14,34.99,44.81,-2.39,10.7,0.28,0.78,0.77,0.77,-0.46,-0.87,-0.87,-0.87,0.2,0 +12.11.2016,5.76,5.52,6.1,34.22,34.46,9.72,17.95,12.88,31.26,28.05,28.1,3.26,6.43,0.3,12.18,29.44,31.84,31.39,-2.67,12.94,10.11,-0.39,0.66,0.39,1.58,0.66,0,0.13,0.54,0,5.73,6.19,6.1,6.12,28.32,34.43,30.22,29.34,39.25,-2.17,10.5,-0.39,0.66,0.65,0.64,-0.54,-0.95,-0.95,-0.96,0.2,0 +13.11.2016,5.55,5.26,5.8,33.42,33.66,9.27,17.41,12.75,30.57,27.55,27.59,3.06,6.35,0.3,12.18,28.42,30.81,29.83,-2.69,12.92,10.15,-0.94,0.89,0.38,1.91,0.89,0,0.13,0.5,0,5.52,5.96,5.8,5.82,27.4,33.62,29.06,29.59,39.64,-2.35,10.24,-0.96,0.89,0.87,0.75,-0.71,-1.12,-1.13,-1.22,0.2,0 +14.11.2016,5.66,4.68,5.19,32.45,32.59,9.2,17.25,12.93,30.25,27.25,27.25,3,6.2,0.3,12.07,27.12,29.47,30.21,-2.63,12.61,9.9,0.78,0.83,0.41,2.46,0.83,0,0.13,0.5,0,5.65,5.73,5.19,5.19,26.27,32.59,29.43,29.91,39.71,-2.29,9.58,0.78,0.83,0.83,0.83,-0.45,-0.84,-0.84,-0.84,0.2,0 +15.11.2016,5.05,4.54,5.05,30.42,30.58,8.31,15.71,11.51,27.5,25.36,25.37,2.18,6.03,0.3,11.7,25.24,28.25,31.49,-2.56,12.31,9.62,3.31,1.56,0.43,4.95,1.56,0,0.13,0.49,0,5.03,5.33,5.05,5.05,24.48,30.57,30.45,30.1,39.6,-2.14,8.56,3.3,1.56,1.57,1.47,-0.02,-0.41,-0.42,-0.47,0.2,0.05 +16.11.2016,4.71,3.53,3.99,27.12,27.2,7.47,14.15,10.93,24.94,23.16,23.14,1.77,5.47,0.3,10.72,22.48,25.4,35.34,-2.3,11.11,8.67,10.01,2.26,0.51,8.74,2.25,0.01,0.15,0.48,0,4.72,4.59,3.99,3.98,21.48,27.22,34.27,33.44,41.97,-1.86,7.4,10.02,2.26,2.28,2.42,1.47,1.11,1.12,1.22,0.2,0.13 +17.11.2016,5.13,4.23,4.73,28.94,29.08,8.42,15.43,11.09,26.55,24.23,24.22,2.34,5.84,0.3,12.08,23.66,26.67,30.68,-2.72,12.79,10.07,3.98,0.99,0.52,4.03,0.99,0,0.16,0.5,0,5.14,5.17,4.72,4.72,22.4,29.09,30.43,32.65,42.73,-2.57,7.82,3.99,0.99,1.01,1.14,0.14,-0.22,-0.21,-0.12,0.2,0.12 +18.11.2016,4.77,2.99,3.55,26.8,26.81,7.3,14.35,11.14,25.02,23.35,23.28,1.63,5.56,0.3,11.41,21.04,24.52,36.24,-2.45,11.67,9.27,11.75,2.98,0.61,11.72,2.98,0,0.2,0.62,0,4.81,4.36,3.55,3.52,20.45,26.87,36.13,38.82,48.19,-2.39,7.07,11.74,2.98,2.99,2.89,1.4,1,0.99,0.94,0.2,0.21 +19.11.2016,4.62,3.75,4.31,27.56,27.85,7.36,14.37,10.59,25.01,23.26,23.26,1.76,5.68,0.3,11.56,22.76,25.92,37.17,-2.57,12.21,9.59,11.27,2.11,0.68,9.88,2.11,0,0.3,0.56,0,4.62,4.68,4.31,4.31,21.5,27.85,36.55,37.41,46.94,-2.27,7.75,11.29,2.11,2.14,2.28,1.37,0.99,1.01,1.12,0.2,0.24 +20.11.2016,4.95,3.96,4.5,27.62,27.9,8.09,14.93,10.4,25.33,23.12,23.12,2.21,5.63,0.3,11.82,22.69,25.28,33.49,-2.65,12.46,9.89,8.15,1.78,0.64,7.51,1.75,0.02,0.28,0.55,0,4.95,4.94,4.5,4.5,21.24,27.9,33.65,37.08,47.06,-2.64,7.56,8.16,1.78,1.78,1.9,0.91,0.54,0.55,0.63,0.2,0.13 +21.11.2016,5.36,4.91,5.48,29.39,29.67,9.26,16.04,10.16,26.5,23.86,23.89,2.67,5.87,0.3,12.45,23.94,26.34,30.14,-2.83,13.25,10.5,3.77,1.35,0.49,5.69,1.34,0.01,0.19,0.54,0,5.34,5.64,5.48,5.49,22.64,29.64,30.29,33.95,44.54,-2.86,8.05,3.76,1.35,1.33,1.21,-0.38,-0.78,-0.79,-0.88,0.2,0.04 +22.11.2016,5.53,4.71,5.21,28.4,28.57,9.54,16.21,9.45,25.72,23.18,23.19,2.54,5.68,0.3,12.02,22.73,25.09,32.43,-2.65,12.57,9.99,7.33,1.72,0.43,8.96,1.72,0,0.15,0.5,0,5.52,5.59,5.21,5.22,21.77,28.57,32.59,36.09,46.18,-2.7,7.58,7.32,1.72,1.7,1.58,0.05,-0.35,-0.37,-0.45,0.2,0.01 +23.11.2016,5.56,4.58,5.02,27.67,27.82,9.6,16.06,8.99,25.05,22.64,22.64,2.42,5.6,0.3,12.02,22.03,24.56,33.93,-2.66,12.63,10.04,9.33,1.9,0.46,8.74,1.9,0,0.14,0.44,0,5.56,5.56,5.02,5.03,20.93,27.81,34.17,37.54,47.67,-2.65,7.35,9.34,1.9,1.91,2.02,0.98,0.61,0.62,0.69,0.2,0.01 +24.11.2016,5.47,4.98,5.42,28.38,28.6,9.61,16.06,8.98,25.36,22.9,22.94,2.49,5.71,0.3,12.18,22.81,25.31,30.11,-2.74,12.95,10.29,4.76,1.31,0.42,5.98,1.31,0,0.13,0.41,0,5.45,5.77,5.42,5.43,21.68,28.57,30.25,33.69,44.05,-2.72,7.57,4.76,1.31,1.31,1.3,-0.04,-0.42,-0.43,-0.44,0.2,0 +25.11.2016,5.85,4.74,5.2,28.13,28.28,10.18,16.6,8.89,25.47,22.92,22.93,2.54,5.65,0.3,12.1,22.21,24.64,27.43,-2.66,12.65,9.99,2.8,1.33,0.39,5,1.33,0,0.14,0.46,0,5.85,5.82,5.2,5.2,21.37,28.28,27.13,29.11,39.08,-2.55,7.39,2.79,1.33,1.31,1.18,-0.34,-0.73,-0.75,-0.84,0.2,0 +26.11.2016,6.09,4.99,5.5,28.74,28.89,10.71,17.03,8.87,25.84,23.24,23.23,2.59,5.7,0.3,11.97,22.91,25.27,27.81,-2.63,12.52,9.89,2.53,1.01,0.38,3.03,1.01,0,0.16,0.52,0,6.09,6.01,5.5,5.5,22.18,28.89,27.5,29.41,39.28,-2.45,7.68,2.54,1.01,1.02,1.13,0.18,-0.18,-0.17,-0.1,0.2,0 +27.11.2016,5.5,5.28,5.83,28.46,28.7,9.95,16.1,8.59,25.09,22.56,22.61,2.56,5.79,0.3,12.78,22.49,24.97,26.78,-2.87,13.63,10.75,1.82,1.18,0.38,4.18,1.18,0,0.13,0.51,0,5.47,5.88,5.83,5.85,21.3,28.66,26.48,28.63,39.37,-2.7,7.46,1.81,1.18,1.17,1.04,-0.36,-0.76,-0.77,-0.86,0.2,0.02 +28.11.2016,6.03,4.87,5.43,28.41,28.56,10.62,16.85,8.77,25.56,22.98,22.98,2.57,5.68,0.3,12.11,22.24,24.75,30.12,-2.63,12.6,9.96,5.36,1.89,0.36,5.13,1.89,0,0.15,0.56,0,6.03,5.98,5.43,5.43,21.68,28.57,29.76,31.62,41.56,-2.47,7.44,5.37,1.89,1.89,2,0.96,0.6,0.61,0.68,0.2,0 +29.11.2016,5.74,4.09,4.61,26.67,26.74,9.83,16.06,8.72,24.44,22.1,22.07,2.3,5.45,0.3,11.81,20.99,23.58,26.3,-2.58,12.24,9.66,2.71,1.1,0.37,3.08,1.1,0,0.16,0.54,0,5.75,5.4,4.61,4.6,19.91,26.77,25.99,27.82,37.47,-2.39,6.82,2.72,1.1,1.1,1.21,0.28,-0.07,-0.06,0.01,0.2,0 +30.11.2016,4.85,4.89,5.46,28.15,28.39,8.59,15.19,9.07,24.75,22.64,22.68,2.17,5.83,0.3,12.43,22.21,25.14,27.98,-2.78,13.24,10.41,2.89,1.51,0.36,5.58,1.51,0,0.15,0.55,0,4.83,5.35,5.46,5.47,21.37,28.36,27.42,28.8,39.19,-2.53,7.41,2.88,1.51,1.49,1.27,-0.37,-0.74,-0.77,-0.91,0.2,0.01 +01.12.2016,4.29,4.4,5.03,26.27,26.53,7.57,13.6,8.9,23.04,21.17,21.22,1.92,5.43,0.3,11.62,20.78,24.27,33.18,-2.54,12.25,9.48,9.02,2.32,0.43,8.59,2.32,0,0.14,0.58,0,4.25,4.83,5.03,5.05,19.92,26.49,31.65,29.53,38.74,-2.01,6.88,9.02,2.32,2.32,2.33,1.17,0.84,0.84,0.85,0.2,0.09 +02.12.2016,5.01,4.76,5.29,26.01,26.3,9.08,14.3,8.07,22.76,20.66,20.7,2.14,5.35,0.3,11.76,20.62,23.3,33.79,-2.62,12.48,9.7,10.56,2.55,0.37,10.26,2.55,0,0.18,0.49,0,4.99,5.4,5.29,5.31,19.46,26.26,32.66,31.92,41.42,-2.28,6.79,10.56,2.55,2.55,2.55,1.39,1.06,1.06,1.06,0.2,0.1 +03.12.2016,5.89,3.54,4.01,23.79,23.8,10.17,14.76,7.87,21.91,19.88,19.81,1.95,4.87,0.3,10.5,18.22,20.81,26.95,-2.29,10.69,8.55,6.05,1.92,0.33,5.47,1.92,0,0.2,0.54,0,5.94,5.21,4.01,3.99,17.67,23.87,27.54,32.16,40.9,-2.61,5.72,6.05,1.92,1.92,2.04,1.18,0.86,0.88,0.95,0.2,0.04 +04.12.2016,5.18,4.61,5.15,25.94,26.2,9.29,14.5,8.15,22.92,20.74,20.77,2.21,5.23,0.3,11.16,20.95,23.57,25.11,-2.58,12.01,9.65,1.45,1.12,0.3,3.68,1.12,0,0.18,0.52,0,5.16,5.42,5.15,5.16,19.84,26.17,26.1,32.45,42.38,-3.07,6.76,1.44,1.11,1.1,0.98,-0.35,-0.7,-0.71,-0.79,0.2,0.02 +05.12.2016,5.13,4.28,4.81,24.1,24.29,9.22,13.87,7.43,21.4,19.27,19.28,2.14,5.16,0.3,12.2,17.8,20.39,25.39,-2.75,12.9,10.38,4.9,1.67,0.33,5.37,1.67,0,0.16,0.52,0,5.12,5.23,4.81,4.82,16.81,24.28,26.38,32.87,43.54,-3.24,5.63,4.9,1.67,1.67,1.66,0.53,0.29,0.29,0.29,0.2,0.01 +06.12.2016,5.29,3.68,4.13,23.17,23.22,9.19,14.15,7.54,21.36,19.09,19.06,2.23,5.2,0.3,13.05,15.72,18.34,21.35,-2.88,13.6,10.87,2.92,0.98,0.34,3.07,0.98,0,0.14,0.48,0,5.31,4.96,4.13,4.12,14.91,23.25,21.96,27.26,38.32,-3.22,4.78,2.93,0.98,0.99,1.12,0.29,0.1,0.11,0.2,0.2,0 +07.12.2016,5.78,2.5,2.91,22.8,22.62,9.52,15.4,8.21,22.4,20.07,19.94,2.21,5.06,0.3,12.51,14.89,17.59,20.93,-2.62,12.52,9.91,3.34,1.43,0.35,4.16,1.43,0,0.13,0.52,0,5.87,4.62,2.91,2.87,14.65,22.72,20.65,22.76,32.66,-2.61,4.51,3.34,1.43,1.43,1.43,0.28,0.06,0.06,0.06,0.2,0 +08.12.2016,5.26,3.73,4.25,26.95,27.02,8.64,15.7,9.72,25.19,22.73,22.71,2.43,5.41,0.3,11.45,21.14,23.71,25.49,-2.44,11.82,9.24,1.86,0.95,0.39,2.28,0.95,0,0.12,0.54,0,5.27,5.02,4.25,4.24,20.52,27.03,24.39,23.4,32.45,-2.01,6.98,1.87,0.95,0.96,1.08,0.18,-0.02,-0.01,0.07,0.2,0 +09.12.2016,5.56,4.93,5.48,29.74,29.91,9.56,16.5,10.23,26.99,24.22,24.24,2.8,5.83,0.3,12.18,24.04,26.67,26.98,-2.69,12.92,10.08,0.39,1.14,0.41,2.54,1.14,0,0.1,0.53,0,5.54,5.79,5.48,5.49,23.15,29.89,25.89,25.08,34.97,-2.2,8.12,0.38,1.14,1.13,1,-0.42,-0.65,-0.67,-0.74,0.2,0 +10.12.2016,5.6,4.47,5,29.35,29.34,9.38,16.51,10.69,27.1,24.4,24.37,2.7,5.82,0.3,12.14,23.2,25.7,27.85,-2.63,12.53,9.89,2.18,1.17,0.36,2.88,1.17,0,0.09,0.56,0,5.63,5.56,5,4.99,22.56,29.38,27.44,29.38,39.33,-2.52,7.74,2.19,1.17,1.2,1.23,0.19,-0.05,-0.04,0,0.2,0 +11.12.2016,5.79,6.42,7.23,37.22,37.62,10.12,18.85,12.46,32.06,29.96,29.98,2.21,7.17,0.3,12.01,34.16,38.67,51.41,-2.64,13.03,10.21,12.92,2.83,0.99,10.49,2.83,0,0.31,0.79,0,5.78,6.62,7.23,7.23,32.38,37.59,50.08,49.09,59.17,-2.19,12.18,12.94,2.84,2.93,2.96,1.95,1.73,1.74,1.84,0.2,0.51 +12.12.2016,6.42,6.92,7.85,40.52,41.47,11.29,20.9,13.69,35.39,32.54,32.63,2.93,7.5,0.3,11.25,39.86,43.99,67.63,-2.4,12.28,9.41,23.93,3.9,1.51,21.18,3.62,0.27,0.72,0.86,0,6.37,7.21,7.85,7.88,37.34,41.39,64.72,57.92,66.75,-1.29,14.75,23.93,3.9,3.89,3.88,2.63,2.55,2.55,2.54,0.2,0.7 +13.12.2016,5.83,7.51,8.31,42.04,42.87,10.48,20.87,15.21,37.51,33.51,33.66,4.14,7.47,0.3,11.45,40.78,43.45,55.17,-2.64,12.69,9.97,11.66,2.57,0.87,9.02,2.43,0.14,0.44,0.66,0,5.73,7.23,8.31,8.37,38.53,42.74,54.54,55.22,65.09,-2.37,14.72,11.68,2.58,2.6,2.85,2.24,2.26,2.29,2.46,0.2,0.09 +14.12.2016,5.33,4.7,5.28,32.64,32.86,8.75,17.07,13.29,30.52,27.33,27.34,3.2,6.2,0.3,12.29,28.06,30.76,35.89,-2.81,12.92,10.34,4.96,1.48,0.93,7.79,1.48,0,0.24,0.57,0,5.31,5.54,5.29,5.29,26.31,32.88,36.97,43.5,54.12,-3.21,9.72,4.94,1.48,1.45,1.21,-0.45,-0.48,-0.51,-0.67,0.2,0.03 +15.12.2016,6.11,2.31,2.83,30.16,29.98,9.15,17.25,14.87,30.64,27.55,27.4,2.94,5.78,0.3,11.37,24.74,27.25,36.34,-2.42,11.31,9.2,8.96,1.77,0.96,9.62,1.77,0,0.21,0.65,0,6.21,4.69,2.83,2.78,23.85,30.11,37.74,45.2,54.77,-2.97,8.5,8.96,1.77,1.76,1.75,0.55,0.55,0.55,0.53,0.2,0.01 +16.12.2016,6.2,3.11,3.71,33.43,33.38,9.14,18.26,16.21,33.41,29.88,29.77,3.43,6.28,0.3,12.01,28.18,30.73,40.48,-2.59,12.32,9.88,9.69,1.69,0.97,9.38,1.69,0,0.2,0.69,0,6.26,5.14,3.71,3.67,27.15,33.46,41,45.75,55.8,-2.81,9.88,9.69,1.69,1.7,1.81,0.85,0.86,0.88,0.94,0.2,0 +17.12.2016,5.64,5.31,5.99,38.23,38.56,8.65,18.91,16.75,36.04,32.19,32.23,3.89,6.96,0.3,12.2,34.53,36.9,43.24,-2.71,13.03,10.32,6.35,1.25,1,6.4,1.25,0,0.19,0.64,0,5.61,5.98,5.99,6,32.91,38.51,42.97,45.12,55.44,-2.61,12.42,6.36,1.25,1.26,1.37,0.45,0.46,0.47,0.55,0.2,0 +18.12.2016,5.74,5.38,6.07,39.51,39.76,8.67,19.38,17.49,37.19,33.4,33.43,3.83,7.15,0.3,11.85,36.24,38.82,46.4,-2.58,12.53,9.88,7.63,1.88,1.09,8.99,1.88,0,0.16,0.66,0,5.72,6.08,6.07,6.08,34.63,39.73,45.73,46.47,56.28,-2.33,13.12,7.62,1.88,1.87,1.75,0.38,0.36,0.35,0.27,0.2,0 +19.12.2016,5.69,4.94,5.56,37.98,38.17,8.5,18.78,17.21,36.13,32.4,32.41,3.75,6.88,0.3,11.65,34.55,37.02,45.45,-2.53,12.22,9.62,8.44,1.62,1.13,8.03,1.62,0,0.16,0.61,0,5.68,5.84,5.56,5.57,32.95,38.16,44.74,45.23,54.76,-2.26,12.44,8.45,1.62,1.63,1.75,0.89,0.9,0.91,0.99,0.2,0 +20.12.2016,5.69,4.79,5.47,37.05,37.27,8.63,18.23,16.98,35.26,31.57,31.58,3.69,6.71,0.3,11.37,33.67,35.96,46.66,-2.46,11.91,9.37,10.74,2.07,1.07,11,2.07,0,0.2,0.68,0,5.69,5.75,5.47,5.48,32.17,37.27,45.93,46.33,55.61,-2.18,12.09,10.74,2.07,2.07,2.06,0.9,0.89,0.89,0.89,0.2,0 +21.12.2016,5.15,4.93,5.59,36.51,36.82,7.76,17.07,16.98,34.48,30.85,30.9,3.67,6.7,0.3,12.01,32.95,35.41,44.03,-2.7,12.86,10.24,8.56,1.63,1.11,8.31,1.63,0,0.2,0.62,0,5.12,5.57,5.59,5.61,31.09,36.79,44.14,47.63,57.96,-2.76,11.73,8.57,1.63,1.64,1.76,0.85,0.77,0.78,0.86,0.2,0 +22.12.2016,4.64,4.04,4.71,34.66,34.86,6.26,15.53,17.62,33.35,29.93,29.94,3.45,6.53,0.3,12.49,30.21,32.74,37.56,-2.79,13.19,10.48,4.74,0.81,1.1,4.25,0.81,0,0.17,0.65,0,4.62,4.87,4.71,4.71,28.46,34.85,37.72,41.49,52.08,-2.87,10.63,4.75,0.81,0.84,1.08,0.42,0.27,0.29,0.45,0.2,0 +23.12.2016,4.56,2.7,3.35,29.78,29.78,6.13,13.71,16.24,29.52,26.49,26.44,2.98,5.86,0.3,12.38,24.24,26.69,28.63,-2.72,12.75,10.18,1.87,1.77,1.12,5.54,1.77,0,0.15,0.69,0,4.59,4.13,3.35,3.34,22.77,29.83,29.22,34.27,44.64,-2.95,8.3,1.84,1.77,1.74,1.38,-0.57,-0.79,-0.83,-1.06,0.2,0 +24.12.2016,4.66,2.84,3.36,28.56,28.5,6.59,13.26,15.24,28.03,25.31,25.24,2.69,5.87,0.3,12.97,22.18,24.44,25.89,-2.83,13.31,10.58,1.41,0.83,1.11,3.66,0.83,0,0.14,0.59,0,4.71,4.22,3.36,3.33,20.91,28.57,26.13,30.28,41.01,-2.95,7.52,1.4,0.83,0.83,0.73,-0.6,-0.78,-0.8,-0.85,0.2,0 +25.12.2016,5.38,5.13,5.87,37.31,37.67,8.21,16.35,17.49,34.08,31.42,31.43,2.69,7.05,0.3,11.55,34.71,39.04,52.73,-2.43,12.22,9.42,13.96,2.26,1.8,14.34,2.26,0,0.29,0.74,0,5.38,5.64,5.87,5.88,32.77,37.64,50.35,45.54,54.54,-1.56,12.9,13.96,2.26,2.28,2.18,0.99,0.82,0.81,0.77,0.2,0.31 +26.12.2016,5.7,6.5,7.29,41.56,42.13,9.28,18.89,18.22,37.94,34.14,34.22,3.89,7.46,0.3,11.52,39.96,43.03,52.56,-2.51,12.34,9.37,9.72,1.54,1.47,10.04,1.54,0,0.33,0.72,0,5.65,6.51,7.3,7.33,37.71,42.05,49.74,43.21,52.02,-1.42,14.7,9.72,1.54,1.55,1.57,0.63,0.47,0.47,0.49,0.2,0.14 +27.12.2016,5.23,6.8,7.59,40.51,41.07,9.02,18.19,17.14,36.63,32.73,32.85,4.04,7.21,0.3,11.45,38.71,40.74,53.12,-2.6,12.48,9.7,12.5,1.69,1.34,11.99,1.69,0,0.24,0.68,0,5.14,6.5,7.59,7.64,36.47,40.97,51.67,50.57,60.2,-2.16,14.19,12.51,1.69,1.71,1.83,0.97,0.82,0.84,0.92,0.2,0.05 +28.12.2016,6.43,5.04,5.64,37.13,37.18,10.34,18.19,16.93,34.79,31.56,31.52,3.2,6.71,0.3,9.92,35.08,38.16,54.47,-2.08,10.2,8.06,16.35,2.29,1.47,16.25,2.29,0,0.2,0.63,0,6.47,6.19,5.64,5.62,33.48,37.24,53.78,54.14,62.15,-1.85,12.76,16.35,2.29,2.29,2.3,1.2,1.04,1.04,1.05,0.2,0.03 +29.12.2016,6.26,5.14,5.77,37.45,37.63,10.03,18.35,17.02,35.31,31.68,31.68,3.62,6.67,0.3,10.17,35.61,37.99,48.14,-2.28,10.75,8.62,10.06,1.66,1.35,10.59,1.66,0,0.19,0.64,0,6.26,6.19,5.77,5.77,33.69,37.63,48.69,53.26,62.07,-2.5,12.84,10.06,1.66,1.66,1.66,0.61,0.45,0.45,0.45,0.2,0.01 +30.12.2016,6.04,3.98,4.56,34.65,34.72,9.24,17.33,16.88,33.65,30.17,30.12,3.42,6.33,0.3,10.89,31.32,33.69,43.78,-2.42,11.27,9.08,9.98,1.69,1.24,10.56,1.69,0,0.22,0.62,0,6.08,5.51,4.56,4.54,29.69,34.77,44.74,50.76,60.11,-2.8,11.08,9.98,1.69,1.68,1.67,0.65,0.5,0.49,0.48,0.2,0 +31.12.2016,5.83,3.98,4.51,33.92,34.01,8.87,16.73,16.48,32.81,29.46,29.42,3.31,6.23,0.3,10.91,30.44,33.13,40.35,-2.44,11.38,9.09,7.14,1.36,1.16,8.13,1.36,0,0.18,0.57,0,5.85,5.42,4.51,4.5,28.87,34.04,40.87,45.46,54.73,-2.65,10.75,7.13,1.36,1.35,1.34,0.23,0.07,0.07,0.06,0.2,0 +01.01.2017,5.91,4.09,4.59,33.97,34.05,9,17.02,16.82,33.42,29.44,29.4,3.94,5.95,0.3,10.66,30.29,32.54,39.36,-2.35,11.06,8.87,6.75,1.32,1.16,7.87,1.32,0,0.18,0.54,0,5.93,5.5,4.59,4.57,28.87,34.08,39.91,44.61,53.68,-2.59,10.72,6.75,1.32,1.31,1.31,0.07,-0.09,-0.09,-0.1,0.2,0 +02.01.2017,5.68,4.69,5.26,35.18,35.34,8.78,17.1,16.81,33.88,29.93,29.92,3.95,6.22,0.3,11.17,31.55,34.23,40.69,-2.49,11.77,9.36,6.45,1.37,1.16,8.47,1.37,0,0.17,0.58,0,5.69,5.65,5.26,5.26,29.95,35.34,40.8,44.18,53.65,-2.56,11.24,6.44,1.36,1.35,1.23,-0.22,-0.41,-0.42,-0.51,0.2,0 +03.01.2017,5.64,5.04,5.64,36.16,36.32,8.78,17.23,16.75,34.17,30.54,30.53,3.67,6.49,0.3,11.27,32.86,36.25,42.58,-2.48,11.85,9.34,6.36,1.07,1.23,6.28,1.07,0,0.17,0.61,0,5.64,5.86,5.64,5.63,31.1,36.33,42.04,43.56,52.92,-2.42,11.79,6.38,1.08,1.11,1.26,0.38,0.22,0.24,0.35,0.2,0.04 +04.01.2017,6.34,6.75,7.52,43.97,44.6,10.24,20.27,19.2,40.25,36.34,36.42,4,7.68,0.3,9.79,44.69,48.64,66.71,-2.05,10.75,8.16,18.43,2.38,2.17,19.04,2.38,0,0.39,0.7,0,6.3,7.14,7.52,7.54,42.1,44.51,63.37,55.09,62.61,-0.87,16.97,18.42,2.38,2.38,2.27,0.9,0.63,0.62,0.55,0.2,0.32 +05.01.2017,6.63,7,7.73,45,45.58,10.84,21.32,20.14,42.19,37.17,37.24,5.1,7.51,0.3,9.32,45.87,48.55,68.53,-1.93,10.09,7.92,20.08,2.66,1.79,19.01,2.66,0,0.38,0.66,0,6.59,7.36,7.73,7.75,43.36,45.51,66.91,63.9,71.51,-1.37,17.08,20.09,2.66,2.67,2.78,1.88,1.58,1.59,1.67,0.2,0.08 +06.01.2017,6.18,6.91,7.57,43.98,44.46,10.15,20.43,19.87,41.19,36.27,36.36,5.01,7.32,0.3,9.8,44.39,46.96,54.21,-2.25,10.77,8.59,7.13,1.09,1.66,7.34,1.09,0,0.24,0.58,0,6.12,7.05,7.57,7.61,41.59,44.38,54.41,57.51,66.18,-2.36,16.33,7.14,1.09,1.1,1.22,0.48,0.24,0.25,0.33,0.2,0.01 +07.01.2017,6.04,3.53,4.06,34.69,34.57,8.94,17.57,18.18,34.9,30.77,30.67,4.04,6.14,0.3,11.42,30.76,33.28,42.66,-2.53,11.64,9.44,9.21,1.7,1.72,10.84,1.7,0,0.19,0.61,0,6.1,5.25,4.06,4.03,28.76,34.69,44.26,52.46,62.34,-3.21,10.96,9.2,1.7,1.69,1.58,0.36,0.1,0.09,0.02,0.2,0 +08.01.2017,6.31,2.94,3.43,34.83,34.71,9,17.88,19.08,35.72,31.59,31.46,4,6.15,0.3,11.05,31.05,33.5,45.18,-2.38,11.2,9.13,11.55,1.88,1.76,12.03,1.88,0,0.21,0.6,0,6.39,5.1,3.43,3.38,29.27,34.82,46.61,54.23,63.75,-3.01,11.15,11.55,1.88,1.88,1.88,0.93,0.69,0.69,0.69,0.2,0 +09.01.2017,6.61,4.74,5.32,39.31,39.44,9.91,19.6,19.49,38.68,34.06,34.02,4.58,6.69,0.3,10.59,36.66,39.19,49.26,-2.28,11.01,8.73,10.1,1.63,1.4,10.85,1.63,0,0.21,0.61,0,6.64,6.19,5.31,5.3,35.06,39.46,48.97,50.72,59.45,-2.24,13.31,10.1,1.63,1.63,1.63,0.6,0.35,0.35,0.35,0.2,0 +10.01.2017,6.89,5.86,6.43,43.23,43.46,10.51,21.57,20.25,41.82,36.8,36.8,5.03,7.24,0.3,10.37,41.46,44.01,54.59,-2.24,11.03,8.78,10.61,1.82,1.16,11.24,1.82,0,0.21,0.57,0,6.89,6.89,6.43,6.43,39.89,43.45,54.27,55.97,64.75,-2.2,15.04,10.61,1.82,1.82,1.82,0.78,0.54,0.54,0.53,0.2,0 +11.01.2017,6.25,6.48,7.06,44.68,45.05,9.49,21.34,20.52,42.51,37.52,37.58,5.06,7.52,0.3,10.41,43.58,46.12,51.81,-2.34,11.34,9.02,5.67,1.27,1.15,6.65,1.27,0,0.2,0.53,0,6.21,6.88,7.06,7.09,41.76,44.99,51.65,53.98,63.06,-2.37,15.94,5.67,1.27,1.28,1.29,0.28,0.04,0.04,0.05,0.2,0 +12.01.2017,5,5.66,6.37,40.64,41.08,7.26,18.22,19.04,38.13,34.15,34.23,4.07,7.14,0.3,10.98,39.17,43.18,49.64,-2.48,11.89,9.35,6.49,1.53,1.4,8.18,1.53,0,0.26,0.63,0,4.94,5.86,6.37,6.4,36.82,41.03,49.01,49.8,59.09,-2.31,14.31,6.48,1.53,1.52,1.41,0.15,-0.11,-0.12,-0.19,0.2,0.12 +13.01.2017,6.16,4.28,4.94,39.17,39.41,8.78,19.65,18.88,38.04,34.33,34.26,3.67,7,0.3,10.67,37.21,41.26,52.17,-2.27,11.07,8.75,10.96,1.99,1.59,10.66,1.99,0,0.42,0.71,0,6.21,5.74,4.93,4.91,35.25,39.47,51.59,52.56,61.29,-2.15,13.53,10.96,1.99,2.01,2.04,1.08,0.84,0.84,0.88,0.2,0.28 +14.01.2017,6.14,4.62,5.32,41.13,41.53,8.53,20.51,20.29,40.59,35.85,35.83,4.72,6.99,0.3,10,39.77,42.41,53.83,-2.12,10.43,8.24,11.46,1.83,1.3,11.76,1.83,0,0.44,0.71,0,6.15,5.94,5.31,5.31,38.06,41.54,53.15,53.41,61.56,-1.93,14.46,11.46,1.83,1.83,1.83,0.83,0.59,0.59,0.59,0.2,0.11 +15.01.2017,5.85,5.35,6.06,42.34,42.73,8.27,20.33,20.28,40.92,36.24,36.26,4.72,7.18,0.3,9.93,41.26,43.84,55.59,-2.16,10.63,8.48,11.76,1.99,1.14,12.05,1.99,0,0.31,0.69,0,5.83,6.14,6.07,6.08,39.53,42.7,55.35,57.2,65.7,-2.16,14.98,11.76,1.99,1.99,1.99,0.98,0.74,0.74,0.74,0.2,0.04 +16.01.2017,4.9,4.74,5.41,36.92,37.3,6.98,17.5,17.49,35.51,31.43,31.48,4.14,6.33,0.3,9.73,35.33,37.89,50.75,-2.15,10.4,8.25,12.84,2.12,1.16,13.05,2.12,0,0.29,0.63,0,4.87,5.39,5.41,5.43,33.45,37.28,50.48,52.09,60.34,-2.1,12.65,12.84,2.12,2.12,2.12,1.07,0.83,0.83,0.83,0.2,0.02 +17.01.2017,4,3.66,4.34,32.22,32.54,5.08,14.04,16.96,31.37,27.83,27.86,3.58,5.68,0.3,9.78,29.77,32.32,44.51,-2.2,10.47,8.34,12.13,2.03,1.12,12.52,2.03,0,0.25,0.64,0,3.97,4.36,4.34,4.35,28,32.52,44.67,47.65,56.08,-2.23,10.53,12.13,2.03,2.03,2.03,0.97,0.73,0.73,0.73,0.2,0 +18.01.2017,4.26,2.48,3.04,26.72,26.8,5.92,12.57,14.64,26.83,23.74,23.7,3.05,5.16,0.3,11.39,21.67,24.34,34.06,-2.6,11.97,9.68,9.53,1.64,1.06,9.21,1.64,0,0.21,0.59,0,4.29,3.87,3.04,3.02,20.08,26.85,35.5,43.19,53.25,-3.13,7.27,9.54,1.64,1.65,1.77,0.99,0.76,0.77,0.85,0.2,0 +19.01.2017,4.67,1.64,2.14,24.09,24,6.78,12.69,13.56,25.18,22.11,22,2.96,4.92,0.3,11.97,17.59,20.29,25.33,-2.66,12.21,9.87,4.89,1.48,1.04,5.74,1.48,0,0.2,0.6,0,4.75,3.61,2.14,2.1,16.41,24.1,26.78,34.54,44.79,-3.19,5.69,4.89,1.48,1.48,1.48,0.41,0.16,0.16,0.17,0.2,0 +20.01.2017,6.02,3.42,3.98,30.9,30.93,9.3,16.82,14.7,30.69,27.05,26.96,3.56,5.57,0.3,10.7,26.25,28.9,36.43,-2.27,10.91,8.72,7.54,1.84,1.09,9.14,1.84,0,0.21,0.63,0,6.08,5.21,3.98,3.95,25.29,30.98,36.54,39.6,48.42,-2.3,9.24,7.53,1.84,1.83,1.71,0.34,0.08,0.07,-0.01,0.2,0 +21.01.2017,5.96,6.47,7.18,39.68,40.16,9.97,19.95,16.04,36.8,32.37,32.45,4.52,6.68,0.3,9.69,38.55,41.06,46.83,-2.13,10.6,8.31,5.88,1.42,1.07,6.76,1.42,0,0.22,0.64,0,5.91,6.73,7.19,7.22,36.78,40.07,45.67,44.31,52.43,-1.67,14.05,5.88,1.42,1.42,1.42,0.38,0.14,0.14,0.14,0.2,0 +22.01.2017,5.52,6.09,6.8,39.08,39.55,9.01,19.32,16.25,36.43,32.15,32.23,4.37,6.63,0.3,9.76,37.79,40.45,45.13,-2.17,10.65,8.32,4.73,1.1,1.07,4.96,1.1,0,0.25,0.64,0,5.46,6.38,6.81,6.84,36,39.48,44.01,42.66,50.79,-1.7,13.67,4.74,1.1,1.11,1.23,0.42,0.2,0.21,0.29,0.2,0 +23.01.2017,5.45,5.31,5.95,33.96,34.29,9.17,17.84,13.4,31.74,27.94,27.99,3.85,5.94,0.3,10.47,31.06,33.53,37.56,-2.36,11.21,8.85,4,1.15,1.06,5.19,1.15,0,0.23,0.59,0,5.42,5.93,5.95,5.97,29.3,34.26,37.29,39,47.85,-2.2,10.99,4,1.15,1.15,1.15,0.07,-0.15,-0.15,-0.15,0.2,0 +24.01.2017,5.39,4.21,4.8,30.3,30.46,8.81,16.54,12.51,28.93,25.52,25.5,3.4,5.47,0.3,10.57,26.31,28.8,34.69,-2.32,11.03,8.7,5.89,1.54,1.06,6.68,1.54,0,0.22,0.6,0,5.39,5.28,4.8,4.8,24.91,30.49,34.41,36.08,44.78,-2.18,9.19,5.89,1.54,1.54,1.54,0.48,0.25,0.25,0.25,0.2,0 +25.01.2017,5.31,3.67,4.23,29.45,29.57,8.39,16.11,12.85,28.59,25.28,25.24,3.28,5.32,0.3,10.16,25.56,28.04,35.4,-2.23,10.61,8.45,7.33,1.82,1.07,7.86,1.82,0,0.22,0.59,0,5.33,4.96,4.23,4.21,24.25,29.6,35.52,38.55,47.09,-2.26,8.9,7.33,1.82,1.82,1.82,0.76,0.52,0.52,0.52,0.2,0 +26.01.2017,5.31,3.46,4.05,29.34,29.47,8.27,16.05,12.99,28.63,25.36,25.32,3.23,5.3,0.3,9.94,25.6,28.22,37.01,-2.15,10.33,8.18,8.8,1.95,1.06,9.24,1.95,0,0.23,0.62,0,5.33,4.9,4.05,4.03,24.33,29.5,36.7,38.2,46.37,-2.02,8.92,8.8,1.95,1.95,1.95,0.87,0.65,0.65,0.65,0.2,0 +27.01.2017,4.75,3.83,4.41,27.43,27.67,7.75,14.59,11.35,26.05,23,23.01,3.06,5.15,0.3,10.82,23.17,25.86,32.9,-2.44,11.52,9.15,7.01,1.82,1.07,8.59,1.82,0,0.22,0.57,0,4.74,4.83,4.41,4.42,21.55,27.66,33.03,36.21,45.45,-2.47,7.92,7,1.81,1.8,1.68,0.35,0.1,0.08,0,0.2,0 +28.01.2017,5.3,3.63,4.13,26.23,26.34,8.78,14.86,10.65,25.16,22.16,22.12,2.97,5,0.3,10.9,21.38,23.93,31.81,-2.4,11.35,9.1,7.8,1.68,1.04,7.41,1.68,0,0.2,0.53,0,5.33,4.96,4.12,4.11,19.96,26.37,32.36,36.93,46.21,-2.59,7.21,7.81,1.68,1.69,1.8,1.08,0.84,0.85,0.93,0.2,0 +29.01.2017,5.15,3.28,3.81,26.18,26.27,8.29,14.76,11.05,25.4,22.43,22.39,2.92,5,0.3,10.8,21.35,23.83,29.74,-2.37,11.21,9,5.84,1.34,1.02,6.69,1.34,0,0.2,0.56,0,5.17,4.74,3.81,3.79,19.98,26.31,30.3,34.89,44.08,-2.56,7.2,5.84,1.34,1.34,1.34,0.37,0.18,0.18,0.18,0.2,0 +30.01.2017,4.93,4.41,4.97,29.96,30.13,7.97,15.61,12.22,28,25.02,25,3.02,5.57,0.3,10.6,26.06,29.15,36.6,-2.28,11.08,8.76,7.51,1.59,1.14,7.81,1.59,0,0.22,0.58,0,4.94,5.16,4.97,4.96,24.63,30.14,36.04,37.1,45.86,-2.09,9.16,7.51,1.59,1.62,1.65,0.66,0.48,0.48,0.52,0.2,0.01 +31.01.2017,5.48,5.35,6.01,34.95,35.36,8.95,17.8,14.31,32.49,28.88,28.92,3.65,6.09,0.3,9.51,33.21,36.48,49.16,-2,10.14,7.91,12.85,2.64,1.35,13.53,2.64,0,0.28,0.63,0,5.45,5.85,6.02,6.03,31.54,35.31,47.54,44.61,52.23,-1.36,12.09,12.84,2.64,2.62,2.5,1.26,1,0.99,0.91,0.2,0.03 +01.02.2017,4.85,6.1,6.78,36.03,36.59,8.34,17.49,14.3,32.91,29.08,29.19,3.95,6.27,0.3,10.46,34.3,36.76,41.62,-2.38,11.49,8.95,4.87,0.84,1.28,4.19,0.84,0,0.27,0.57,0,4.77,5.93,6.78,6.82,32.04,36.49,40.49,39.35,48.11,-1.92,12.36,4.89,0.84,0.86,1.11,0.62,0.43,0.46,0.62,0.2,0.04 +02.02.2017,5.01,3.71,4.3,28.95,29.1,7.95,15.41,12.8,28,24.69,24.67,3.28,5.31,0.3,10.71,24.98,27.36,35.46,-2.35,11.1,8.91,8.03,1.87,1.27,10.54,1.87,0,0.24,0.6,0,5.03,4.84,4.3,4.29,23.22,29.14,36.01,40.55,49.65,-2.54,8.62,8.01,1.87,1.85,1.6,0.04,-0.18,-0.21,-0.37,0.2,0.02 +03.02.2017,5.39,3.77,4.33,28.12,28.25,8.81,15.67,11.6,26.93,23.84,23.8,3.06,5.2,0.3,10.33,24.19,26.97,38.29,-2.22,10.69,8.47,11.32,1.91,1.28,10.68,1.91,0,0.23,0.59,0,5.41,5.05,4.33,4.32,22.66,28.28,37.99,39.62,48.1,-2.1,8.44,11.33,1.91,1.93,2.05,1.25,1.05,1.07,1.14,0.2,0.03 +04.02.2017,5.24,4.06,4.76,28.73,29.05,8.69,15.63,11.58,27.16,23.98,23.97,3.18,5.29,0.3,10.54,25.28,28.13,37.48,-2.33,11.15,8.82,9.36,2,1.37,10.62,2,0,0.33,0.71,0,5.24,5.18,4.76,4.76,23.36,29.05,37.2,38.86,47.67,-2.19,8.86,9.35,2,1.99,1.87,0.61,0.4,0.38,0.3,0.2,0.17 +05.02.2017,5.44,3.72,4.36,28.19,28.43,8.88,15.74,11.7,27.07,23.88,23.84,3.16,5.2,0.3,10.53,24.44,27.05,37.8,-2.27,10.94,8.59,10.78,1.69,1.42,10.34,1.69,0,0.34,0.67,0,5.46,5.09,4.36,4.35,22.64,28.47,37.1,37.32,45.82,-1.97,8.55,10.79,1.69,1.7,1.82,1.06,0.87,0.89,0.96,0.2,0.11 +06.02.2017,5.16,4.05,4.71,28.71,29,8.49,15.52,11.74,27.23,24,24,3.22,5.26,0.3,10.44,25.13,27.63,37.65,-2.28,10.97,8.61,10.05,2.14,1.35,11.27,2.14,0,0.3,0.67,0,5.16,5.11,4.71,4.71,23.37,29,36.91,37.13,45.64,-2.01,8.84,10.04,2.14,2.13,2.01,0.67,0.45,0.43,0.35,0.2,0.04 +07.02.2017,5.07,3.95,4.56,29.87,30.12,7.99,15.85,12.93,28.71,25.32,25.31,3.38,5.44,0.3,10.66,26.08,28.53,36.87,-2.37,11.3,8.92,8.33,1.64,1.23,8.05,1.64,0,0.26,0.61,0,5.07,5.01,4.56,4.56,24.45,30.12,36.56,38.27,47.19,-2.27,9.15,8.34,1.64,1.65,1.77,0.93,0.71,0.72,0.8,0.2,0.01 +08.02.2017,5.93,4.91,5.5,35.14,35.41,9.41,18.47,15.17,33.61,29.64,29.64,3.97,6.08,0.3,10.09,32.51,35.02,43.79,-2.21,10.75,8.53,8.8,1.8,1.22,9.4,1.8,0,0.24,0.6,0,5.93,5.91,5.5,5.5,30.95,35.39,43.44,44.94,53.47,-2.1,11.71,8.8,1.8,1.8,1.79,0.7,0.48,0.48,0.47,0.2,0 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+22.09.2017,3.53,3.18,3.82,22.32,22.6,5.87,11.76,8.18,20.3,18.43,18.48,1.9,4.03,0.3,5.9,22.61,22.68,29.42,-1.74,8.52,6.77,6.74,2.1,1.08,7.5,2.1,0,0.17,0.6,0,3.5,3.87,3.82,3.83,20.27,22.56,29.09,30.01,36.75,-1.57,7.86,6.74,2.1,2.08,2.07,0.83,0.46,0.45,0.43,0.2,0.02 +23.09.2017,3.49,3.81,4.48,23.7,23.98,6.08,11.98,8.03,20.64,19.17,19.21,1.55,4.35,0.3,5.25,24.85,25.48,31.75,-1.66,8.13,6.52,6.27,1.94,1.13,6.07,1.94,0,0.19,0.65,0,3.47,4.16,4.48,4.49,22.6,23.95,31.67,33.64,40.27,-1.62,8.82,6.28,1.95,1.99,2.06,1.09,0.76,0.78,0.85,0.2,0.08 +24.09.2017,4.2,1.88,2.71,22.51,22.68,6.41,12.08,9.61,20.94,19.91,19.84,0.94,4.23,0.3,5.3,22.74,24.36,38.33,-1.72,8.63,6.75,14.07,2.6,1.32,15.07,2.6,0,0.37,0.89,0,4.25,3.49,2.7,2.68,21.09,22.75,37.18,35.48,42.04,-1.24,8.17,14.06,2.6,2.59,2.46,1.12,0.74,0.72,0.64,0.2,0.31 +25.09.2017,4.16,2.34,3.01,23.7,23.89,6.25,12.64,10.77,22.98,20.76,20.72,2.18,4.44,0.3,7.67,21.82,22.03,32.48,-2.24,10.74,8.5,10.41,1.99,1.19,8.9,1.99,0,0.29,0.71,0,4.19,3.73,3.01,2.99,20.14,23.92,32.21,33.95,42.45,-2.18,7.79,10.43,1.99,2.01,2.25,1.66,1.36,1.38,1.54,0.2,0.05 +26.09.2017,4.05,3.49,4.07,27.4,27.68,6.06,13.77,11.94,25.94,23.29,23.32,2.67,5.06,0.3,8.85,25.61,25.69,32.65,-2.43,11.63,9.27,6.93,2.09,1.1,8.38,2.09,0,0.21,0.56,0,4.04,4.28,4.08,4.08,23.42,27.66,32.76,36.01,45.36,-2.52,9.06,6.92,2.09,2.07,1.95,0.56,0.22,0.2,0.12,0.2,0.02 +27.09.2017,4.24,2.41,2.92,27.84,27.93,5.46,14.33,13.77,27.65,24.98,24.94,2.63,5.2,0.3,9.17,25.26,25.35,33.17,-2.43,11.69,9.25,7.81,2.07,0.77,7.39,2.07,0,0.2,0.54,0,4.26,3.81,2.92,2.9,23.45,27.96,32.86,34.66,43.9,-2.35,8.69,7.82,2.07,2.07,2.18,1.28,0.93,0.95,1.01,0.2,0.04 +28.09.2017,4.25,3.37,3.92,31.05,31.31,5.49,15.22,14.85,30.16,27.1,27.11,3.07,5.6,0.3,8.83,29.3,29.32,39.09,-2.36,11.5,9.13,9.8,2.5,0.52,10.04,2.5,0,0.2,0.54,0,4.24,4.32,3.93,3.93,27.6,31.28,38.74,40.38,49.49,-2.27,10.25,9.8,2.5,2.49,2.47,1.3,0.95,0.95,0.93,0.2,0.03 +29.09.2017,4.3,4.34,4.9,32.13,32.5,6.3,16.1,13.6,30.27,27.12,27.19,3.2,5.63,0.3,7.54,32.07,32.12,40.55,-2.09,10.3,8.19,8.44,2.23,0.59,8.96,2.23,0,0.19,0.51,0,4.26,4.83,4.91,4.93,30.14,32.44,40.2,41.53,49.69,-2,11.44,8.44,2.23,2.21,2.2,1.03,0.66,0.66,0.63,0.2,0.03 +30.09.2017,4.76,4.46,4.95,31.1,31.41,7.56,17.07,11.7,29.12,26.07,26.12,3.08,5.44,0.3,7.1,31.13,31.22,38.07,-1.96,9.6,7.63,6.85,2.1,0.56,7.49,2.1,0,0.2,0.45,0,4.73,5.08,4.96,4.97,29.29,31.38,37.73,38.84,46.43,-1.85,11.02,6.85,2.1,2.08,2.05,0.94,0.6,0.59,0.56,0.2,0.03 +01.10.2017,4.56,3.7,4.16,29.12,29.35,6.93,16.32,11.34,27.7,24.94,24.95,2.75,5.1,0.3,5.82,28.95,31.46,39.95,-1.23,6.46,5.25,8.5,1.59,0.54,9.38,1.59,0,0.21,0.45,0,4.55,4.59,4.16,4.16,28.14,29.34,39.71,40.64,45.91,-1.19,10.53,8.5,1.59,1.58,1.57,0.61,0.29,0.28,0.27,0.2,0.03 +02.10.2017,4.74,3.77,4.3,29.53,29.66,7.32,16.98,10.52,27.43,25.29,25.25,2.15,5.39,0.3,6.49,29.19,32.81,44.2,-1.38,7.19,5.86,11.4,1.96,0.68,11.29,1.96,0,0.23,0.56,0,4.77,4.74,4.3,4.28,28.05,29.7,44.13,46.02,51.99,-1.44,10.52,11.41,1.96,1.99,2.03,1.15,0.84,0.85,0.9,0.2,0.19 +03.10.2017,4.53,4.17,4.77,29.12,29.53,7.35,16.55,9.64,26.51,24.3,24.34,2.24,5.24,0.3,5.5,30.29,33.76,44.97,-1.18,6.33,5.09,11.26,1.87,0.68,12.72,1.87,0,0.31,0.57,0,4.5,4.81,4.77,4.78,28.8,29.5,44.29,43.6,48.59,-0.95,11.02,11.25,1.87,1.85,1.72,0.43,0.07,0.05,-0.04,0.2,0.19 +04.10.2017,4.62,3.67,4.22,29.14,29.38,7.08,16.39,11.23,27.61,24.92,24.92,2.69,5.11,0.3,5,30.25,32.86,39.99,-1.08,5.72,4.65,7.1,1.75,0.75,7.79,1.75,0,0.24,0.54,0,4.62,4.63,4.22,4.22,29.01,29.38,39.75,40.42,45.08,-1.03,10.99,7.1,1.75,1.74,1.74,0.69,0.36,0.36,0.36,0.2,0.06 +05.10.2017,4.68,4.61,5.29,33.18,33.46,7.24,17.34,12.51,30.2,27.93,27.9,2.34,6.04,0.3,6.77,34.12,38.1,50.11,-1.39,7.43,5.8,12.21,2.04,1.31,15.18,2.04,0,0.33,0.71,0,4.7,5.15,5.29,5.28,32.25,33.47,48.39,44.84,50.42,-0.82,12.65,12.19,2.04,2.04,1.72,-0.03,-0.38,-0.41,-0.59,0.2,0.54 +06.10.2017,5.39,4.06,4.7,35.16,35.49,7.76,18.32,15.5,33.54,30.55,30.5,2.98,6.27,0.3,7,36.11,39.59,60.44,-1.32,7.5,5.96,21,2.25,1.03,21.07,2.25,0,0.46,0.69,0,5.42,5.2,4.7,4.68,34.25,35.53,58.85,55.43,61.11,-0.77,13.44,21,2.25,2.24,2.22,1.15,0.83,0.82,0.81,0.2,0.73 +07.10.2017,5.75,5.78,6.42,43.14,43.58,8.17,20.95,19.68,41.05,36.72,36.72,4.4,7.4,0.3,7.33,44.66,47.99,53.42,-1.58,8.18,6.4,5.48,1.11,0.68,5.91,1.1,0,0.38,0.65,0,5.76,6.26,6.42,6.42,43.19,43.55,52.08,49.63,55.83,-1.11,16.78,5.49,1.11,1.13,1.18,0.29,-0.05,-0.05,0,0.2,0.31 +08.10.2017,5.89,6.17,7.03,47.16,47.8,8.17,22.03,21.57,44.23,40.02,40.09,4.27,8.19,0.3,6.77,50.41,54.73,71.58,-1.29,7.82,6.22,17.12,2.42,0.67,19.61,2.31,0.11,0.45,0.8,0,5.85,6.54,7.04,7.06,48.79,47.73,69.52,64.65,70.5,-0.57,18.97,17.09,2.42,2.38,1.99,0.12,-0.27,-0.31,-0.57,0.2,0.7 +09.10.2017,5.96,6.65,7.39,47.34,47.96,8.72,22.69,21.35,44.93,39.81,39.9,5.21,7.96,0.3,8.91,48.05,51.25,73.11,-1.91,10.1,8.14,21.9,2.27,0.52,21.15,2.19,0.08,0.38,0.67,0,5.9,6.83,7.4,7.43,46.58,47.88,72.52,73.09,81.21,-1.75,18.03,21.9,2.27,2.29,2.3,1.15,0.84,0.84,0.86,0.2,0.13 +10.10.2017,6.06,4.71,5.33,41.28,41.46,8.49,20.85,20.16,40.77,36,35.97,4.75,7.13,0.3,11.73,37.42,40.84,55.12,-2.64,12.45,9.8,14.19,1.8,0.46,14.92,1.76,0.04,0.29,0.64,0,6.07,5.85,5.33,5.32,36.33,41.5,54.95,57.07,66.88,-2.5,13.65,14.18,1.8,1.78,1.67,0.3,-0.03,-0.04,-0.12,0.2,0.08 +11.10.2017,5.82,2.45,2.91,39.85,39.72,6.23,19.81,23.71,42.2,37.14,37.01,4.92,7.14,0.3,14.17,32.95,35.86,49.48,-3.16,14.59,11.58,13.54,1.93,0.9,14.62,1.93,0,0.22,0.58,0,5.91,4.57,2.91,2.86,32.12,39.84,50.08,55.56,67.34,-3.39,12.01,13.53,1.93,1.91,1.8,0.43,0.09,0.08,0,0.2,0.05 +12.10.2017,5.98,4.58,5.08,44.53,44.74,7.03,21.45,23.71,45,39.47,39.46,5.51,7.71,0.3,14.12,39.06,41.87,54.88,-3.16,14.85,11.68,13.03,1.66,0.85,12.62,1.66,0,0.21,0.5,0,5.99,5.79,5.08,5.07,37.86,44.73,54.55,57,68.66,-2.99,14.5,13.04,1.66,1.67,1.78,0.88,0.56,0.57,0.64,0.2,0.04 +13.10.2017,6.07,5.46,6.02,45.05,45.33,8.04,21.75,22.51,44.54,38.98,39.01,5.58,7.74,0.3,14.09,40.23,43.12,52.81,-3.19,14.88,11.85,9.64,2.23,0.88,12.86,2.22,0.01,0.19,0.53,0,6.05,6.3,6.02,6.04,38.52,45.3,53.35,58.67,70.7,-3.35,14.92,9.61,2.22,2.18,1.81,-0.12,-0.5,-0.54,-0.79,0.2,0.04 +14.10.2017,6.55,5.45,5.97,45.07,45.25,9.1,22.46,22.25,44.67,39.1,39.1,5.57,7.62,0.3,13.04,40.53,43.24,54.83,-2.85,13.55,10.78,11.57,1.94,0.88,12.96,1.94,0,0.19,0.53,0,6.56,6.51,5.97,5.97,39.34,45.26,54.98,58.65,69.52,-2.86,15.08,11.56,1.94,1.92,1.8,0.41,0.05,0.04,-0.04,0.2,0.03 +15.10.2017,6.25,5.11,5.65,45.67,45.85,7.98,21.96,23.8,45.69,40.02,40.02,5.66,7.8,0.3,13.87,40.71,43.54,53.38,-3.09,14.6,11.57,9.81,1.82,0.85,11.35,1.82,0,0.19,0.54,0,6.25,6.2,5.65,5.65,39.3,45.85,53.53,57.39,69.05,-3.1,15.12,9.8,1.81,1.8,1.67,0.28,-0.06,-0.07,-0.16,0.2,0.03 +16.10.2017,6.15,4.56,5.07,44.59,44.71,7.46,21.32,24.14,45.18,39.56,39.53,5.59,7.74,0.3,14.65,38.49,41.26,52.22,-3.23,15.24,12,10.96,1.73,0.88,11.6,1.73,0,0.18,0.53,0,6.16,5.88,5.07,5.06,37.29,44.73,51.91,54.41,66.4,-3.07,14.28,10.96,1.73,1.72,1.71,0.54,0.21,0.21,0.2,0.2,0.03 +17.10.2017,5.95,5.44,6,43.98,44.27,8.06,21.04,21.9,43.28,37.92,37.96,5.39,7.6,0.3,13.99,39.02,41.77,50.74,-3.12,14.71,11.66,8.93,1.77,0.91,10.3,1.77,0,0.19,0.53,0,5.92,6.23,6.01,6.02,37.42,44.24,50.85,54.63,66.36,-3.11,14.47,8.92,1.77,1.75,1.62,0.39,0.03,0.02,-0.08,0.2,0.03 +18.10.2017,5.91,5.07,5.62,40.73,40.94,8.46,20.05,19.57,39.77,35.08,35.1,4.7,6.9,0.3,10.77,38.27,41.12,45.31,-2.33,11.13,8.96,4.11,1.17,0.91,6.25,1.17,0,0.19,0.53,0,5.89,6.02,5.62,5.63,36.59,40.94,45.85,50.26,59.39,-2.49,14.08,4.09,1.17,1.14,1.01,-0.37,-0.72,-0.73,-0.83,0.2,0.03 +19.10.2017,5.21,4.38,4.94,38,38.22,6.98,18.34,18.81,37.27,33.03,33.05,4.24,6.43,0.3,9.03,36.52,39.14,46.97,-1.97,9.63,7.82,7.79,1.92,0.91,10.28,1.92,0,0.18,0.54,0,5.19,5.32,4.94,4.95,35.14,38.21,47.47,51.49,59.47,-2.12,13.41,7.77,1.92,1.88,1.62,0.01,-0.36,-0.39,-0.57,0.2,0.03 +20.10.2017,5.41,4.66,5.21,37.32,37.52,7.81,18.51,17.34,35.99,32.11,32.12,3.9,6.44,0.3,8.89,36.11,39.18,48.42,-1.92,9.54,7.61,9.25,1.86,0.94,10.79,1.86,0,0.19,0.54,0,5.41,5.56,5.21,5.21,34.58,37.52,48.1,49.33,56.93,-1.77,13.33,9.24,1.86,1.84,1.71,0.33,0,-0.01,-0.1,0.2,0.12 +21.10.2017,5.19,4.4,5,35.85,36.15,7.51,17.66,16.56,34.36,30.83,30.84,3.54,6.29,0.3,9.22,34.58,37.68,48.76,-2,9.87,7.89,11.07,1.59,0.95,10.64,1.59,0,0.27,0.58,0,5.18,5.32,5,5,32.74,36.14,48.53,50.17,58.08,-1.87,12.73,11.08,1.59,1.6,1.72,0.98,0.69,0.71,0.79,0.2,0.26 +22.10.2017,5.28,4.17,4.78,34.88,35.14,7.74,17.46,16.13,33.57,30.09,30.1,3.47,6.05,0.3,8.13,34.33,37.5,49.39,-1.73,8.76,6.94,11.93,1.8,0.96,12.54,1.76,0.04,0.26,0.61,0,5.27,5.23,4.78,4.78,32.57,35.14,48.66,48.15,54.97,-1.38,12.66,11.93,1.79,1.78,1.77,0.72,0.41,0.41,0.39,0.2,0.42 +23.10.2017,5.39,4.28,4.87,34.84,35.07,8.06,17.71,16.01,33.69,29.96,29.96,3.72,5.99,0.3,8.57,33.72,36.44,47.13,-1.86,9.22,7.36,10.69,1.97,0.92,12.04,1.93,0.04,0.23,0.59,0,5.39,5.34,4.87,4.87,32.01,35.06,46.87,48.2,55.57,-1.72,12.43,10.68,1.97,1.96,1.83,0.51,0.17,0.15,0.07,0.2,0.31 +24.10.2017,5.56,4.4,4.98,35.35,35.46,8.35,18.05,16.18,34.07,30.44,30.4,3.63,6.17,0.3,8.91,33.55,36.15,49.06,-1.88,9.36,7.43,12.94,1.64,0.9,11.74,1.64,0,0.21,0.62,0,5.59,5.44,4.98,4.96,32.24,35.49,48.45,48.77,56.16,-1.61,12.43,12.95,1.65,1.71,1.89,1.23,0.96,0.99,1.14,0.2,0.28 +25.10.2017,6.21,4.63,5.58,37.72,38.22,9.66,19.41,16.06,35.15,32.2,32.16,2.92,6.81,0.3,8.85,39.31,43.97,63.5,-1.81,9.54,7.5,19.73,2.06,0.88,21.54,2.01,0.05,0.57,0.98,0,6.23,5.89,5.57,5.56,35.7,38.24,61.85,58.7,65.92,-1.15,14.56,19.71,2.06,2.04,1.78,0.24,-0.12,-0.15,-0.32,0.2,2.8 +26.10.2017,5.9,5.71,6.57,41.36,41.94,9.11,20.39,18.39,39.2,34.72,34.77,4.52,6.97,0.3,8.25,42.57,45.35,63.93,-1.7,9.04,7.18,18.63,1.77,1,18.18,1.77,0,0.43,0.82,0,5.87,6.32,6.57,6.59,40.22,41.89,62.8,61.08,68.07,-1.22,15.93,18.64,1.77,1.78,1.89,1.11,0.78,0.8,0.86,0.2,0.74 +27.10.2017,5.84,5.66,6.41,41.76,42.13,8.8,20.18,18.95,39.52,35.3,35.34,4.26,7.1,0.3,7.7,43.02,45.97,61.82,-1.59,8.47,6.79,15.86,1.52,0.95,14.5,1.48,0.05,0.27,0.72,0,5.81,6.25,6.41,6.42,41.08,42.1,61.11,60.56,67.24,-1.26,16.02,15.87,1.52,1.54,1.78,1.29,1.03,1.05,1.21,0.2,0.39 +28.10.2017,5.87,5.01,5.68,40.68,40.81,8.45,20.04,19.42,39.43,35.04,35.01,4.41,6.85,0.3,6.91,41.9,44.53,58.52,-1.34,7.31,5.85,14.03,1.85,0.93,13.95,1.64,0.21,0.21,0.69,0,5.89,5.91,5.68,5.67,40.25,40.84,57.52,55.85,61.56,-0.91,15.6,14.03,1.85,1.87,1.9,1.08,0.75,0.76,0.79,0.2,0.37 +29.10.2017,6.41,5.58,6.43,43.31,43.74,9.68,21.11,19.31,40.5,36.87,36.87,3.64,7.63,0.3,8.41,45.92,51.02,69.6,-1.78,9.5,7.43,18.79,2.55,1.14,20.46,1.64,0.91,0.4,0.85,0,6.41,6.49,6.43,6.43,42.49,43.72,67.68,63.65,70.76,-1.03,17.29,18.77,2.55,2.53,2.29,0.81,0.46,0.43,0.28,0.2,2.02 +30.10.2017,7.45,5.21,5.98,46.31,46.64,10.81,24.08,22.66,46.06,40.41,40.35,5.58,7.65,0.3,9.87,46.37,49.06,76.24,-1.97,10.42,8.28,27.28,2.55,1.07,26.3,2.24,0.31,0.45,0.82,0,7.49,6.82,5.98,5.96,43.91,46.67,74.99,73.18,81.22,-1.47,17.37,27.29,2.55,2.55,2.63,1.8,1.5,1.51,1.55,0.2,1.36 +31.10.2017,6.54,5.45,6.18,47.31,47.59,8.72,23.06,23.77,46.74,41.14,41.13,5.59,7.83,0.3,9.53,47.33,49.77,72.08,-1.95,10.13,8.18,22.28,2.11,0.99,21.12,2.06,0.06,0.3,0.73,0,6.54,6.44,6.18,6.18,45.42,47.59,71.87,73.42,81.62,-1.9,17.66,22.29,2.11,2.13,2.26,1.62,1.31,1.33,1.42,0.2,0.45 +01.11.2017,6.16,5.68,6.42,48.44,48.71,7.69,22.48,24.77,47.45,42.05,42.03,5.45,8.12,0.3,9.19,49.17,52.44,71.23,-1.89,9.83,8,18.78,1.87,0.97,18.85,1.84,0.03,0.3,0.75,0,6.17,6.43,6.42,6.41,47.16,48.72,71.21,73.81,81.96,-2.03,18.26,18.78,1.87,1.92,1.89,0.93,0.74,0.74,0.77,0.2,0.55 +02.11.2017,7.05,5.63,6.72,53.36,53.98,8.7,24.52,27.89,52.07,46.7,46.66,5.34,9.28,0.3,11.27,58.42,63.01,93.09,-2.28,12.23,9.64,30.36,2.21,1.34,30.75,2.17,0.04,0.7,1.13,0.1,7.08,6.89,6.72,6.71,51.51,54,90.98,87.2,96.46,-1.63,22.05,30.36,2.2,2.19,2.05,0.79,0.57,0.55,0.46,0.2,6.1 +03.11.2017,7.14,7.29,8.4,57.34,58.18,9.53,26.15,28.99,55.66,48.85,48.91,6.86,9.4,0.3,9.84,62.15,64.88,94.62,-1.83,10.6,8.53,29.84,1.94,1.16,28.58,1.94,0,0.66,1.06,0.23,7.1,7.85,8.4,8.42,57.32,58.11,93.01,89.94,98.16,-1.31,23.55,29.84,1.94,1.95,2.06,1.39,1.17,1.19,1.26,0.2,2.96 +04.11.2017,7.26,7.61,8.56,58.89,59.49,9.64,26.83,30.03,57.42,50.24,50.3,7.24,9.52,0.3,9.06,62.04,64.74,96.03,-1.6,9.9,8.3,31.31,2.2,1.11,31.33,2.13,0.08,0.42,0.89,0.27,7.22,8.1,8.56,8.58,59.52,59.43,95.72,96.74,105.03,-1.58,23.47,31.31,2.2,2.2,2.18,1.2,0.99,0.99,0.98,0.2,0.7 +05.11.2017,7.09,8.03,8.92,59.58,60.08,9.55,26.68,29.73,57.26,50.58,50.63,6.79,9.86,0.3,8.22,63.9,67.33,95.28,-1.39,9.19,7.77,27.96,2.65,1.12,26.64,1.75,0.9,0.35,0.84,0.27,7.06,8.26,8.92,8.94,61.28,60.03,94.81,95.35,103.14,-1.35,24.18,27.97,2.65,2.69,2.75,1.98,1.74,1.75,1.82,0.2,0.83 +06.11.2017,7.01,6.88,7.83,53.94,54.45,9.83,25.43,26.33,52.15,46.05,46.09,6.14,8.97,0.3,7.59,58.9,62.53,92.08,-1.16,8.3,7.05,29.57,4.69,1.09,27.11,1.76,2.93,0.46,0.92,0.29,6.99,7.66,7.83,7.84,55.35,54.44,91.36,90.49,97.43,-0.97,22.23,29.57,4.69,4.68,4.66,3.6,3.39,3.39,3.37,0.2,1.89 +07.11.2017,6.77,5.29,6.09,49.69,49.96,8.67,23.76,26.37,49.74,43.66,43.62,6.04,8.15,0.3,8.43,51.25,54.08,81.77,-1.53,8.92,7.55,27.56,3.74,1.04,25.84,2,1.75,0.4,0.82,0.32,6.79,6.74,6.09,6.07,49.17,50.01,82.41,86.17,93.91,-1.75,19.16,27.55,3.74,3.73,3.73,2.79,2.65,2.65,2.64,0.2,0.67 +08.11.2017,6.53,5.14,5.87,49.33,49.58,7.9,23.07,26.77,49.52,43.5,43.47,5.98,8.11,0.3,9.11,50.01,52.88,77.1,-1.81,9.69,8.03,24.13,2.23,1.06,23.97,1.92,0.31,0.33,0.75,0.3,6.55,6.5,5.87,5.86,48.08,49.6,77.7,81.65,89.86,-1.93,18.69,24.13,2.23,2.22,2.22,1.2,1.1,1.1,1.09,0.2,0.36 +09.11.2017,6.67,4.91,5.63,51.11,51.3,7.37,23.37,29.05,51.91,45.56,45.51,6.3,8.43,0.3,10.65,50.05,52.85,76.13,-2.24,11.27,9.19,23.21,2.79,1.06,22.43,2.01,0.78,0.31,0.77,0.26,6.7,6.46,5.63,5.61,48.57,51.34,76.74,81.33,90.73,-2.38,18.8,23.21,2.79,2.79,2.79,1.77,1.66,1.66,1.66,0.2,0.24 +10.11.2017,6.52,5.47,6.25,52.02,52.25,7.32,23.32,28.65,51.86,45.8,45.78,6.05,8.65,0.3,9.53,52.84,56.3,79.52,-1.88,10.09,8.23,23.24,1.99,1.06,23.11,1.92,0.08,0.28,0.79,0.24,6.54,6.65,6.25,6.24,50.88,52.27,79.28,80.79,89.05,-1.71,19.79,23.24,2,2,2.01,1.05,0.95,0.95,0.96,0.2,0.46 +11.11.2017,6.47,6.03,6.84,52.52,52.91,7.7,23.38,28.28,51.85,45.65,45.67,6.22,8.63,0.3,9.05,54.49,57.23,82.19,-1.75,9.73,7.91,25,3.6,1.04,23.47,1.65,1.95,0.33,0.79,0.25,6.46,6.89,6.84,6.85,52.02,52.89,81.48,81.15,88.97,-1.38,20.6,25,3.6,3.59,3.59,2.61,2.5,2.5,2.5,0.2,1.04 +12.11.2017,6.96,5.64,6.42,52.38,52.62,8.54,23.91,28.53,52.17,46,45.98,6.14,8.65,0.3,9.54,53.46,56.22,77.92,-1.89,10.05,8.16,21.67,4.48,1.03,18.08,1.62,2.86,0.32,0.8,0.26,6.98,6.97,6.42,6.41,51.23,52.65,77.67,78.89,87.05,-1.68,20.11,21.68,4.48,4.5,4.62,3.92,3.83,3.85,3.93,0.2,0.83 +13.11.2017,6.53,5.5,6.3,50.51,50.74,7.91,22.86,27.34,50.12,44.21,44.21,5.89,8.2,0.3,4.33,56.09,59.19,79.67,0.23,4.58,4.81,20.48,3.59,1,17.99,1.55,2.04,0.27,0.81,0.31,6.53,6.73,6.3,6.3,54.11,50.76,79.36,78.39,83.19,0.44,21.18,20.48,3.59,3.6,3.72,2.91,2.82,2.83,2.91,0.2,0.72 +14.11.2017,6.74,6.25,7.12,53.35,53.7,8.39,24.32,28.22,52.67,46.2,46.22,6.48,8.68,0.3,7.41,56.58,59.21,86.89,-1.21,8.35,7.21,27.7,3,1,28.01,2.24,0.76,0.27,0.85,0.3,6.73,7.17,7.12,7.13,54.51,53.67,86.98,88.87,96.17,-1.16,21.36,27.69,3,2.98,2.85,1.49,1.37,1.35,1.26,0.2,0.54 +15.11.2017,6.38,7.22,8.1,53.85,54.35,8.6,24.17,26.91,51.98,45.62,45.71,6.45,8.85,0.3,11.12,54.07,56.92,81.69,-2.48,12.42,10.02,24.71,2.11,0.97,25.6,2.06,0.06,0.26,0.81,0.27,6.32,7.5,8.1,8.14,51.65,54.27,81.91,85.34,95.47,-2.48,20.28,24.71,2.11,2.1,1.99,0.68,0.57,0.56,0.48,0.2,0.42 +16.11.2017,6.28,5.24,6.02,47.22,47.39,8.06,21.93,25.01,46.84,41.22,41.21,5.61,7.95,0.3,12.23,44.51,47.31,69.03,-2.65,12.66,10.01,21.64,1.95,0.95,21.72,1.95,0,0.27,0.79,0.27,6.29,6.47,6.02,6.02,42.59,47.44,68.85,70.99,81.01,-2.52,16.42,21.64,1.95,1.95,1.96,0.87,0.77,0.77,0.78,0.2,0.49 +17.11.2017,6.14,4.77,5.53,45.75,45.93,7.62,21.17,24.82,45.72,40.26,40.23,5.43,7.72,0.3,12.07,42.93,45.75,65.9,-2.65,12.62,10.05,20.1,2.07,0.95,20.22,1.97,0.1,0.26,0.78,0.31,6.16,6.17,5.53,5.52,41.07,45.96,66.06,69.48,79.62,-2.67,15.95,20.1,2.07,2.06,2.06,0.92,0.81,0.81,0.81,0.2,0.51 +18.11.2017,5.84,4.7,5.44,44.26,44.44,7.2,20.31,23.87,43.98,38.85,38.83,5.11,7.61,0.3,12.52,40.82,43.92,61.39,-2.8,13.12,10.48,17.38,2.49,0.91,16.9,1.65,0.85,0.25,0.76,0.34,5.86,5.97,5.44,5.43,39.02,44.47,62.02,67.19,77.89,-3,15.12,17.39,2.49,2.5,2.51,1.44,1.34,1.34,1.35,0.2,0.41 +19.11.2017,5.64,5.31,6.08,44.72,44.96,7.2,20.08,23.15,43.43,38.65,38.64,4.82,7.83,0.3,12.87,41.22,44.62,60.35,-2.91,13.63,10.74,15.73,3.92,0.91,14.81,1.44,2.48,0.25,0.78,0.35,5.64,6.21,6.08,6.08,39.43,44.96,60.15,62.78,73.56,-2.81,15.27,15.72,3.92,3.92,3.8,2.53,2.41,2.4,2.33,0.2,0.37 +20.11.2017,5.91,4.33,5.14,40.8,41.02,7.98,20.14,20.64,40.37,35.73,35.68,4.6,7.1,0.3,12.01,37.25,40.52,61.87,-2.58,12.36,9.71,21.38,3.56,0.99,19.1,1.78,1.77,0.35,0.84,0.38,5.94,5.88,5.14,5.12,35.58,41.06,61.16,61.77,71.38,-2.29,13.82,21.39,3.56,3.57,3.67,2.79,2.7,2.72,2.78,0.2,0.49 +21.11.2017,5.67,3.86,4.62,38.88,39.01,7.44,19.18,19.86,38.44,34.38,34.3,4.01,6.65,0.3,7.42,38.99,42.17,63.7,-1.31,7.47,6.29,21.5,1.98,1,21.22,1.98,0,0.34,0.83,0.38,5.72,5.49,4.62,4.59,37.71,39.08,64.01,66.97,73.46,-1.44,14.63,21.51,1.98,2,2.03,1.09,1,1,1.03,0.2,0.34 +22.11.2017,6.05,6.01,6.96,46.32,46.85,8.53,21.95,21.84,44.14,39.3,39.33,4.88,7.86,0.3,8.37,48.1,51.48,76.88,-1.72,9.47,7.75,25.47,2.08,1.05,25.56,2.08,0,0.39,0.92,0.41,6.03,6.8,6.97,6.98,45.9,46.79,76.52,77.74,85.49,-1.67,18.18,25.47,2.08,2.08,2.07,1,0.9,0.9,0.89,0.2,0.62 +23.11.2017,5.65,7.12,8.09,46.88,47.57,8.85,22.17,20.4,43.75,38.61,38.73,5.26,7.86,0.3,10.32,47.12,49.8,73.16,-2.33,11.62,9.28,23.34,1.89,0.98,23.43,1.89,0,0.37,0.87,0.42,5.58,7.19,8.09,8.14,44.71,47.47,72.89,74.59,83.87,-2.2,17.65,23.34,1.89,1.89,1.89,0.93,0.83,0.83,0.83,0.2,0.3 +24.11.2017,5.46,4.77,5.6,41.09,41.32,7.35,19.49,20.67,40.12,35.51,35.5,4.61,6.98,0.3,9.54,39.92,42.73,58.97,-2.04,9.97,8.02,16.12,1.58,0.89,16.24,1.58,0,0.3,0.83,0.39,5.46,5.87,5.6,5.59,38.23,41.35,59.28,62.52,70.68,-2.14,14.82,16.13,1.58,1.59,1.61,0.73,0.65,0.65,0.67,0.2,0.24 +25.11.2017,6.46,4.01,5.01,43.99,44.14,8.25,21.28,23.41,43.62,39.23,39.06,4.32,8.04,0.3,13.57,40.18,44.68,66.39,-3.03,14.29,11.44,21.7,1.96,1.24,20.56,1.84,0.12,0.57,1.16,0.42,6.57,5.98,5.01,4.95,38.03,44.27,66.94,72.8,84.58,-3.33,14.81,21.72,1.96,2.02,2.1,1.36,1.27,1.28,1.38,0.2,1.28 +26.11.2017,6.62,6.76,7.94,52.12,53.07,9.25,24.08,25.48,49.92,44.11,44.16,5.84,8.81,0.3,11.81,51.72,54.93,82,-2.46,12.56,9.78,27.29,2.29,1.21,25.89,1.92,0.37,0.77,1.15,0.61,6.6,7.56,7.94,7.96,49.64,53,79.89,75.95,85.33,-1.68,19.77,27.29,2.29,2.29,2.4,1.62,1.53,1.54,1.61,0.2,0.47 +27.11.2017,6.45,6.89,8.02,52.52,53.1,8.88,24.14,25.67,50.23,44.46,44.49,5.83,8.82,0.3,9.97,53.44,56.99,82.97,-1.95,10.57,8.48,26.05,2.15,1.19,26.45,1.96,0.18,0.5,1.1,0.75,6.43,7.65,8.02,8.03,51.49,53.08,81.88,80.73,89.05,-1.57,20.27,26.05,2.15,2.16,2.07,0.78,0.67,0.66,0.62,0.2,0.29 +28.11.2017,6.81,6.88,7.95,51.99,52.55,9.77,24.5,25.35,49.94,44.03,44.04,5.92,8.66,0.3,10.64,52.02,55.2,86.74,-2.15,11.43,9.11,31.64,2.19,1.19,32.12,2.17,0.02,0.53,1.06,1.02,6.81,7.91,7.95,7.95,50.1,52.54,85.54,84.18,93.08,-1.73,19.74,31.62,2.19,2.18,2.04,0.62,0.5,0.48,0.39,0.2,0.38 +29.11.2017,6.54,6.97,7.98,52.84,53.35,8.99,24.14,26.84,51.16,44.82,44.84,6.35,8.66,0.3,9.79,53.42,56.21,81.11,-1.98,10.49,8.43,24.88,1.92,1.1,23.95,1.92,0,0.44,1,1.19,6.53,7.9,7.98,7.99,51.75,53.33,80.41,80.31,88.63,-1.73,20.22,24.89,1.92,1.92,2.05,1.04,0.95,0.97,1.05,0.2,0.15 +30.11.2017,6.7,6.62,7.57,53.38,53.76,8.75,24.12,28.28,52.3,45.82,45.81,6.47,8.73,0.3,9.82,53.72,56.44,80.02,-1.99,10.5,8.51,23.58,2.04,1.05,24.55,2.04,0,0.38,0.95,1.19,6.7,7.82,7.57,7.57,52.17,53.76,79.74,81.1,89.59,-1.92,20.3,23.57,2.04,2.02,1.89,0.64,0.52,0.51,0.42,0.2,0.11 +01.12.2017,6.75,6.59,7.54,53.79,54.11,8.72,24.29,28.57,52.8,46.24,46.24,6.55,8.79,0.3,10.16,53.8,56.63,79.75,-2.07,10.79,8.63,23.15,1.88,1.01,22.41,1.79,0.09,0.32,0.96,1.11,6.75,7.81,7.54,7.54,52.23,54.11,79.04,78.97,87.49,-1.76,20.32,23.16,1.88,1.89,2.01,1.03,0.94,0.95,1.03,0.2,0.09 +02.12.2017,6.59,6.94,7.9,51.85,52.2,9.29,24.11,25.83,50.17,43.91,43.94,6.27,8.43,0.3,9.71,52.07,54.76,77.29,-1.99,10.39,8.39,22.51,2.17,0.95,22.41,1.86,0.31,0.31,0.94,1.11,6.57,7.86,7.9,7.91,50.44,52.19,77.03,78.34,86.73,-1.8,19.62,22.51,2.17,2.16,2.16,1.06,0.95,0.95,0.95,0.2,0.08 +03.12.2017,6.2,6.84,7.82,47.22,47.63,9.61,22.83,21.39,44.72,39.33,39.38,5.44,7.77,0.3,8.45,48.19,51.11,75.02,-1.66,9.09,7.52,23.85,1.94,0.93,23.07,1.66,0.28,0.33,0.94,0.94,6.17,7.57,7.82,7.84,46.47,47.61,75.2,77.71,85.33,-1.67,18.08,23.86,1.94,1.96,2.07,1.11,1.02,1.03,1.11,0.2,0.07 +04.12.2017,5.85,6.25,7.17,41.58,41.87,9.54,20.78,17.57,38.71,34.38,34.4,4.38,7.02,0.3,7.86,42.35,45.67,67.22,-1.62,8.57,7.13,21.44,1.89,0.96,22.35,1.66,0.22,0.27,0.9,0.9,5.83,7.09,7.17,7.17,40.52,41.87,67.9,72.06,79.42,-1.85,15.77,21.43,1.89,1.88,1.78,0.42,0.37,0.36,0.3,0.2,0.1 +05.12.2017,6.02,5.16,6.04,37.68,37.84,9.65,19.79,16.39,35.84,31.7,31.67,4.11,6.39,0.3,8.59,36.73,39.86,62.97,-1.83,9.22,7.55,23.02,1.77,1.01,23.2,1.76,0.01,0.28,0.91,0.9,6.05,6.62,6.03,6.02,35.12,37.89,63.6,67.81,75.57,-2.04,13.63,23.02,1.77,1.77,1.77,0.68,0.64,0.64,0.64,0.2,0.14 +06.12.2017,5.78,5.29,6.23,38.32,38.56,9.17,19.6,16.96,36.47,32.1,32.09,4.35,6.41,0.3,8.19,37.86,40.55,60.05,-1.74,8.81,7.15,19.44,1.5,0.97,18.79,1.5,0,0.26,0.95,0.86,5.78,6.54,6.23,6.23,36.28,38.57,60.22,62.89,70.14,-1.86,14.1,19.45,1.5,1.51,1.64,0.83,0.8,0.81,0.89,0.2,0.12 +07.12.2017,6.18,4.87,5.72,38.54,38.64,9.49,20.07,17.75,37.25,32.92,32.85,4.28,6.64,0.3,9.93,36.12,39.08,59.61,-2.15,10.44,8.46,20.48,1.78,0.97,21.43,1.78,0,0.29,0.91,0.85,6.23,6.52,5.72,5.69,34.82,38.7,60.27,65.08,73.77,-2.46,13.33,20.47,1.78,1.78,1.68,0.4,0.35,0.34,0.28,0.2,0.12 +08.12.2017,6.21,5.54,6.47,40.73,41.04,9.68,20.74,18.2,38.73,34.29,34.27,4.42,7.01,0.3,10.41,38.83,42.28,68.7,-2.24,11.16,8.85,26.52,2.06,1.06,27.68,2.06,0,0.35,0.95,0.91,6.22,6.89,6.47,6.46,37.14,41.05,67.96,68.31,77.06,-2.03,14.5,26.5,2.06,2.05,1.91,0.46,0.4,0.39,0.3,0.2,0.33 +09.12.2017,6.08,5.76,6.66,42.52,42.84,9.18,21,19.81,40.67,35.89,35.88,4.76,7.25,0.3,10.83,40.5,43.74,66.72,-2.35,11.52,9.1,22.99,1.57,1.01,21.24,1.57,0,0.35,0.92,0.96,6.09,6.91,6.66,6.65,38.78,42.85,66.09,66.76,75.8,-2.15,15.14,23,1.57,1.59,1.84,1.32,1.3,1.33,1.5,0.2,0.26 +10.12.2017,6.46,5.63,6.54,44.83,45.08,9.31,22.03,21.92,43.47,38.37,38.31,5.05,7.71,0.3,12.04,41.66,44.81,69.06,-2.61,12.6,10.01,24.27,1.75,1,24.33,1.75,0,0.38,0.96,1.1,6.5,7.12,6.54,6.52,40.23,45.12,68.89,71.4,81.47,-2.5,15.55,24.27,1.75,1.76,1.77,0.79,0.75,0.75,0.76,0.2,0.24 +11.12.2017,6.27,7.5,8.58,49.57,50.16,9.82,23.36,22.22,46.2,40.9,40.95,5.37,8.48,0.3,12.29,48.05,52.54,77.67,-2.75,13.48,10.66,25.23,2.06,1.08,26.9,2.04,0.03,0.41,1.04,1.24,6.24,8.1,8.59,8.61,45.9,50.09,76.97,78.05,88.65,-2.56,18.36,25.22,2.06,2.05,1.83,0.29,0.23,0.2,0.07,0.2,0.56 +12.12.2017,6.15,7.02,8.1,49.49,50.03,9.12,22.91,23.72,46.96,41.34,41.38,5.65,8.25,0.3,10.32,49.57,53.15,75.15,-2.15,10.97,8.75,22,1.6,1.08,21.01,1.6,0,0.45,1.05,1.28,6.13,7.8,8.1,8.12,47.5,50,74.49,74.75,83.41,-1.92,18.79,22.01,1.6,1.61,1.74,1.02,0.99,1.01,1.1,0.2,0.47 +13.12.2017,6.93,6.63,7.59,51.75,52.05,9.64,24.29,26.32,50.23,44.24,44.19,5.95,8.66,0.3,11.2,50.56,53.73,81.17,-2.31,11.82,9.62,27.44,1.94,1.07,27.1,1.93,0.02,0.42,1,1.36,6.97,8.01,7.59,7.57,49,52.08,81.44,85.41,95.22,-2.5,19.15,27.45,1.95,1.97,2,1.05,1.02,1.02,1.06,0.2,0.29 +14.12.2017,7.2,7.31,8.48,54.24,54.78,10.49,25.29,26.27,51.62,45.76,45.76,5.87,9.17,0.3,11.27,54.39,59.15,88.7,-2.32,12.1,9.56,29.71,2.1,1.21,30.03,2.1,0,0.52,1.17,1.05,7.2,8.3,8.48,8.48,52.2,54.77,87.1,84.65,93.93,-1.7,20.68,29.7,2.1,2.09,1.97,0.63,0.58,0.57,0.49,0.2,0.77 +15.12.2017,7.41,7.22,8.35,54.63,55.19,10.72,26.15,26.64,52.79,46.29,46.29,6.5,9.02,0.3,11.15,54.35,57.6,89.43,-2.24,11.82,9.51,31.87,2.08,1.14,31.45,2.08,0,0.55,1.13,0.81,7.41,8.24,8.35,8.35,52.57,55.19,88.72,89.1,98.52,-2.04,20.66,31.87,2.08,2.08,2.09,1.05,1.01,1.01,1.02,0.2,0.36 +16.12.2017,6.98,6.76,7.8,55.62,56.03,8.93,25.42,29.06,54.43,47.83,47.82,6.6,9.19,0.3,11.04,55.44,58.17,85.44,-2.21,11.51,9.23,27.25,1.74,1.08,25.16,1.74,0,0.43,1.04,0.79,6.99,7.78,7.8,7.8,53.69,56.03,84.78,85.13,94.27,-1.97,21.03,27.27,1.75,1.77,2.03,1.6,1.6,1.63,1.79,0.2,0.21 +17.12.2017,6.68,6.86,7.9,56.39,56.85,8.06,25.08,29.88,55.18,48.44,48.47,6.76,9.26,0.3,10.87,56.55,59.7,84.41,-2.25,11.63,9.38,24.72,1.8,1.05,25.83,1.8,0,0.39,1.03,0.76,6.66,7.67,7.91,7.91,54.77,56.83,84.14,85.89,95.26,-2.19,21.44,24.71,1.8,1.79,1.67,0.44,0.39,0.37,0.3,0.2,0.16 +18.12.2017,6.63,6.06,7.14,54.45,54.78,7.62,24.33,29.89,54.11,47.32,47.31,6.77,8.88,0.3,10.85,53.85,56.65,85.37,-2.18,11.39,9.21,28.73,2.04,1.03,28.89,2.04,0,0.37,1.09,0.71,6.63,7.23,7.14,7.13,52.31,54.8,85.05,86.61,95.82,-2.07,20.4,28.73,2.04,2.04,2.02,0.91,0.86,0.86,0.85,0.2,0.11 +19.12.2017,6.55,7.16,8.19,55.58,56.05,8.38,24.89,28.62,54.02,47.32,47.37,6.75,9.06,0.3,9.67,56.73,59.53,85.12,-1.92,10.43,8.44,25.62,1.83,1.02,24.57,1.83,0,0.33,0.99,0.71,6.52,7.73,8.19,8.21,54.99,56,84.42,84.37,92.72,-1.62,21.58,25.63,1.84,1.85,1.98,1.31,1.23,1.24,1.33,0.2,0.12 +20.12.2017,6.43,6.9,7.92,53.12,53.52,8.56,24.29,26.89,51.59,45.15,45.19,6.48,8.66,0.3,9.81,53.68,56.56,80.97,-2.01,10.58,8.66,24.35,1.87,1,24.35,1.87,0,0.32,0.99,0.68,6.4,7.5,7.92,7.93,51.89,53.5,81.16,84.19,92.98,-2.06,20.26,24.35,1.87,1.87,1.88,0.9,0.8,0.8,0.81,0.2,0.12 +21.12.2017,6.02,5.9,6.89,49.22,49.53,7.65,22.29,25.58,48,42.32,42.33,5.7,8.15,0.3,9.21,49.76,52.98,73.13,-1.91,9.85,8.03,20.07,1.72,0.99,21.26,1.72,0,0.32,0.98,0.66,6.01,6.82,6.89,6.89,47.98,49.54,73.35,76.27,84.42,-1.96,18.62,20.06,1.72,1.71,1.6,0.34,0.23,0.21,0.14,0.2,0.19 +22.12.2017,6.15,4.98,5.94,47.36,47.56,7.44,21.91,25.72,47.21,41.49,41.44,5.68,7.91,0.3,11.31,45.24,47.9,67.72,-2.48,11.89,9.56,19.71,1.6,0.99,19.02,1.6,0,0.33,0.99,0.64,6.18,6.4,5.93,5.92,43.64,47.61,68.33,73.15,82.91,-2.69,16.87,19.72,1.6,1.61,1.73,1.03,0.94,0.96,1.04,0.2,0.12 +23.12.2017,5.64,5.35,6.34,45.9,46.22,7.03,20.76,24.18,45.06,39.55,39.56,5.52,7.61,0.3,10.48,44.51,47.09,59.94,-2.33,11.06,8.82,12.78,1.35,0.96,13.22,1.35,0,0.31,0.98,0.59,5.63,6.29,6.34,6.34,42.87,46.22,60.15,63.48,72.4,-2.48,16.68,12.78,1.35,1.35,1.36,0.47,0.36,0.37,0.37,0.2,0.1 +24.12.2017,6.06,5.11,6.07,45.5,45.71,7.84,21.01,24.37,45.04,39.48,39.44,5.52,7.5,0.3,10.02,44,46.37,60.69,-2.15,10.46,8.3,14.33,1.41,0.96,14.77,1.41,0.01,0.31,0.99,0.54,6.08,6.26,6.07,6.06,42.71,45.74,60.43,62,70.3,-2.01,16.55,14.33,1.41,1.41,1.41,0.56,0.46,0.46,0.46,0.2,0.1 +25.12.2017,6.27,5.58,6.5,47.23,47.52,8.26,21.84,24.97,46.59,40.76,40.74,5.8,7.74,0.3,9.81,46.39,48.45,63.73,-2.1,10.37,8.35,15.28,1.71,0.95,17.4,1.69,0.02,0.33,0.94,0.51,6.28,6.56,6.5,6.49,45,47.53,63.93,66.9,75.34,-2.13,17.44,15.26,1.71,1.68,1.44,0.1,-0.03,-0.06,-0.22,0.2,0.11 +26.12.2017,6.22,6.06,7.02,49.48,49.88,8.07,22.32,26.1,48.5,42.44,42.45,6.07,8.1,0.3,9.59,49.62,51.84,68.22,-2.04,10.29,8.33,16.38,1.49,0.94,16.65,1.49,0.01,0.36,0.96,0.5,6.22,6.8,7.02,7.03,47.95,49.86,68.37,71.2,79.61,-2.05,18.65,16.38,1.49,1.48,1.47,0.62,0.51,0.51,0.5,0.2,0.11 +27.12.2017,5.91,5.77,6.74,48.3,48.7,7.39,21.43,25.86,47.45,41.53,41.55,5.93,7.96,0.3,10.81,46.95,49.46,67.02,-2.39,11.64,9.31,17.52,1.52,0.93,17.87,1.52,0,0.35,0.95,0.5,5.9,6.55,6.74,6.75,45.39,48.69,67.16,70.27,79.67,-2.4,17.6,17.52,1.51,1.51,1.49,0.56,0.45,0.45,0.43,0.2,0.12 +28.12.2017,5.55,5.45,6.44,46.36,46.73,6.78,20.12,25.19,45.48,39.89,39.91,5.61,7.68,0.3,10.43,45.05,47.57,63.37,-2.28,11.1,8.89,15.74,1.21,0.92,14.28,1.21,0,0.33,0.97,0.48,5.54,6.19,6.44,6.45,43.51,46.72,63.51,66.53,75.5,-2.3,16.88,15.75,1.21,1.22,1.45,1.06,0.99,1.01,1.16,0.2,0.13 +29.12.2017,5.89,4.93,5.85,45.12,45.38,7.32,19.82,25.28,44.79,39.32,39.29,5.43,7.47,0.3,9.9,43.97,46.45,65.01,-2.08,10.37,8.36,18.54,1.64,0.92,18.87,1.64,0,0.33,0.94,0.49,5.91,6.06,5.85,5.84,42.45,45.41,65.12,67.88,76.32,-2.08,16.45,18.54,1.64,1.63,1.61,0.68,0.57,0.57,0.55,0.2,0.11 +30.12.2017,5.79,5.09,6.02,43.91,44.2,7.61,19.62,23.57,43.06,37.92,37.9,5.13,7.47,0.3,11.77,44.04,47.12,65.02,-2.59,12.46,9.95,17.87,1.61,0.92,19.03,1.61,0,0.35,0.95,0.46,5.8,6.11,6.02,6.01,39.41,44.22,65.24,68.96,79.04,-2.65,15.3,17.86,1.61,1.61,1.49,0.35,0.24,0.22,0.15,0.2,0.22 +31.12.2017,5.55,6.17,7.23,45.26,45.81,8,20.06,22.43,43.13,37.94,38.01,5.25,7.69,0.3,12.17,45.91,48.94,66.41,-2.71,13.06,10.27,17.51,1.52,0.93,17.55,1.52,0,0.38,1,0.42,5.51,6.58,7.23,7.25,40.89,45.76,65.73,66.57,76.76,-2.43,16.12,17.51,1.52,1.53,1.54,0.58,0.48,0.48,0.49,0.2,0.39 +01.01.2018,5.99,5.77,6.77,45.48,45.86,8.41,20.65,23.35,44.14,38.71,38.71,5.45,7.68,0.3,11.84,42.96,45.39,63.69,-2.57,12.36,9.74,18.31,1.45,0.92,17.36,1.45,0,0.38,1,0.4,5.99,6.58,6.77,6.77,41.22,45.86,63.1,64.08,73.77,-2.32,16.1,18.32,1.45,1.47,1.61,0.95,0.86,0.88,0.97,0.2,0.23 +02.01.2018,5.96,5.49,6.54,45.05,45.47,8.3,20.28,22.91,43.23,38.51,38.51,4.72,7.84,0.3,10.82,43.83,47.48,68.37,-2.31,11.44,9.15,20.92,1.74,1.01,21.72,1.74,0,0.43,1.05,0.4,5.96,6.41,6.54,6.54,42,45.47,68.14,70.25,79.45,-2.26,16.54,20.91,1.74,1.74,1.63,0.4,0.29,0.28,0.21,0.2,0.59 +03.01.2018,6.65,5.57,6.92,50.65,51.14,8.63,22.25,26.98,48.79,43.87,43.77,4.91,9.02,0.3,12.55,49.49,54.21,85.72,-2.63,13.32,10.62,31.67,2.57,1.32,29.25,2.23,0.34,0.7,1.43,0.51,6.72,6.88,6.92,6.88,47.1,51.2,84.88,85.94,96.58,-2.52,18.61,31.69,2.57,2.64,2.72,1.85,1.69,1.71,1.81,0.2,1.29 +04.01.2018,6.64,6.79,8.22,53.92,54.91,9.08,23.14,27.92,51.34,45.67,45.7,5.7,9.22,0.3,11.65,54.21,58.05,91.28,-2.36,12.42,9.67,33.43,3.92,1.31,31.6,2.11,1.81,0.89,1.41,0.67,6.63,7.57,8.22,8.23,52.03,54.88,88.83,83.66,92.85,-1.55,20.64,33.42,3.92,3.92,3.81,2.44,2.19,2.18,2.11,0.2,0.59 +05.01.2018,6.93,6.77,8,56.06,56.73,8.89,24.37,30.22,54.62,48.05,48.05,6.58,9.34,0.3,10.24,56.96,59.84,100.94,-1.8,10.83,8.79,41.28,2.53,1.22,40.96,2.53,0,0.64,1.22,0.72,6.93,7.74,8,8,55.36,56.72,99.28,96.22,104.71,-1.29,21.75,41.27,2.53,2.53,2.5,1.37,1.09,1.09,1.07,0.2,0.21 +06.01.2018,6.98,6.87,8.03,57.89,58.45,8.5,25.05,31.6,56.77,49.83,49.85,6.95,9.56,0.3,10.6,58.69,61.29,104.47,-1.92,11.37,9.36,43.24,2.47,1.11,42.05,2.44,0.03,0.51,1.15,0.67,6.97,7.79,8.03,8.04,56.95,58.43,103.73,103.66,112.92,-1.71,22.33,43.25,2.47,2.48,2.59,1.85,1.52,1.54,1.61,0.2,0.11 +07.01.2018,6.91,6.95,8.13,58.5,59.05,8.26,25.44,31.64,57.36,50.33,50.36,7.06,9.65,0.3,11.17,58.85,61.6,96.48,-2.24,12.02,9.77,34.82,2.14,1.04,35.72,2.09,0.05,0.45,1.15,0.59,6.89,7.77,8.13,8.14,57.07,59.02,96.25,97.87,107.63,-2.15,22.28,34.81,2.14,2.13,2.02,0.84,0.5,0.48,0.41,0.2,0.08 +08.01.2018,6.98,6.54,7.64,58.02,58.46,8.04,25.37,32.04,57.44,50.36,50.37,7.09,9.56,0.3,11.04,58.12,60.84,93.55,-2.17,11.64,9.47,32.68,2.01,1.02,31.9,2,0.01,0.43,1.09,0.53,6.97,7.55,7.64,7.65,56.5,58.45,93.26,94.68,104.14,-1.99,22,32.69,2.01,2.01,2.13,1.38,1.11,1.12,1.19,0.2,0.06 +09.01.2018,6.85,6.58,7.68,57.47,57.89,7.93,25.16,31.42,56.64,49.78,49.79,6.87,9.41,0.3,10.96,57.58,60.4,88.09,-2.23,11.62,9.47,27.61,1.85,1.02,26.96,1.85,0,0.41,1.1,0.72,6.84,7.61,7.68,7.69,55.86,57.89,88.28,91.25,100.82,-2.23,21.76,27.62,1.85,1.85,1.98,1.09,0.91,0.92,1,0.2,0.07 +10.01.2018,6.31,6.51,7.63,54.49,54.94,7.53,23.84,29.02,53.21,46.8,46.84,6.44,9.04,0.3,9.79,55.46,58.21,82.98,-1.95,10.4,8.54,24.71,1.87,0.96,25.94,1.87,0,0.39,1.09,0.64,6.28,7.25,7.63,7.65,53.72,54.92,83.16,85.98,94.62,-2.02,20.93,24.7,1.87,1.86,1.75,0.36,0.14,0.12,0.05,0.2,0.09 +11.01.2018,6.64,5.62,6.69,53.2,53.51,7.66,23.41,29.33,52.44,46.59,46.54,5.83,9.07,0.3,10.48,53.14,56.69,81.72,-2.13,11.05,9.01,24.98,1.77,0.98,25.15,1.77,0,0.45,1.11,0.5,6.67,6.91,6.69,6.67,51.58,53.56,81.91,85.15,94.28,-2.29,19.98,24.99,1.77,1.79,1.81,0.74,0.52,0.53,0.56,0.2,0.29 +12.01.2018,7,6.19,7.31,54.41,54.87,8.84,24.19,29.53,53.6,47.11,47.1,6.47,9.05,0.3,11.28,53.84,56.46,81.02,-2.39,12.01,9.69,24.53,1.75,1.01,26.08,1.75,0,0.49,1.13,0.52,7.01,7.39,7.31,7.31,52.17,54.88,81.17,84.54,94.34,-2.56,20.22,24.52,1.75,1.74,1.62,0.26,-0.01,-0.03,-0.11,0.2,0.18 +13.01.2018,7.24,5.95,6.98,54.84,55.19,8.96,24.85,30.04,54.51,47.92,47.88,6.55,9.15,0.3,11.92,53.27,55.9,81.05,-2.5,12.46,10.03,25.11,1.71,1,25.68,1.71,0,0.44,1.07,0.49,7.27,7.38,6.98,6.96,51.91,55.22,81.21,84.6,94.73,-2.58,20.03,25.11,1.71,1.71,1.71,0.63,0.37,0.37,0.36,0.2,0.09 +14.01.2018,6.99,6.08,7.12,55.08,55.47,8.41,24.46,30.1,54.51,47.97,47.96,6.54,9.22,0.3,12.05,53.69,56.41,81.17,-2.55,12.67,10.2,24.72,1.68,0.98,24.31,1.68,0,0.4,1.04,0.45,7,7.38,7.12,7.12,52.13,55.47,81.32,84.73,95.03,-2.64,20.22,24.73,1.68,1.69,1.8,0.95,0.71,0.72,0.79,0.2,0.07 +15.01.2018,6.87,6.31,7.39,55.4,55.78,8.25,24.4,30.16,54.62,48.02,48.01,6.62,9.27,0.3,11.99,54.21,56.94,80.02,-2.55,12.64,10.19,23.04,1.69,0.97,23.55,1.69,0,0.39,1.08,0.53,6.87,7.47,7.39,7.39,52.56,55.78,80.28,84.18,94.53,-2.67,20.39,23.04,1.69,1.7,1.72,0.5,0.22,0.23,0.25,0.2,0.07 +16.01.2018,6.71,6.87,7.98,54.7,55.17,8.77,24.41,28.11,52.63,46.72,46.72,5.93,9.3,0.3,11.19,54.53,58.82,90.93,-2.25,11.96,9.56,32.25,2.42,1.09,33.21,2.42,0,0.47,1.11,1,6.71,7.8,7.98,7.98,52.8,55.17,89.73,88.66,98.04,-1.83,20.69,32.25,2.42,2.42,2.3,0.85,0.56,0.54,0.48,0.2,0.45 +17.01.2018,6.56,7.15,8.34,54.12,54.82,9.02,24.3,26.91,51.65,45.72,45.76,5.99,9.16,0.3,10.29,55.37,59.09,84.26,-2.1,11.06,8.82,25.16,1.71,1.11,23.19,1.71,0,0.61,1.16,0.57,6.53,7.56,8.34,8.36,53.22,54.79,83.22,82.23,90.89,-1.73,20.93,25.18,1.72,1.75,2.02,1.48,1.27,1.3,1.49,0.2,0.43 +18.01.2018,6.7,6.83,8.1,54.24,54.86,9.05,24.28,27.34,51.81,46.14,46.13,5.7,9.27,0.3,9.98,55.84,60,86.09,-2.04,10.94,8.85,26.14,2.01,1.2,27.96,2.01,0,0.63,1.27,0.59,6.71,7.54,8.1,8.1,53.67,54.86,85.51,86.3,95.14,-1.87,21.13,26.13,2.01,2.02,1.83,0.27,0,-0.02,-0.13,0.2,0.63 +19.01.2018,7.02,6.81,8.13,54.99,55.77,9.57,25.16,27.86,53.06,46.88,46.87,6.19,9.31,0.3,10.58,55.81,59.01,96.49,-1.99,11.21,9,37.65,2.4,1.24,37.55,2.4,0,0.79,1.32,0.79,7.03,7.88,8.13,8.12,54.01,55.78,94.88,92.22,100.95,-1.42,21.25,37.65,2.4,2.39,2.37,1.21,0.95,0.95,0.93,0.2,0.41 +20.01.2018,6.98,7.11,8.36,56.34,57,9.38,25.29,28.97,54.47,47.94,47.97,6.55,9.4,0.3,10.75,57.23,59.88,92.05,-2.14,11.49,9.27,32.15,1.96,1.16,31.37,1.96,0,0.58,1.23,0.8,6.97,8,8.36,8.37,55.19,56.97,91.36,91.5,100.68,-1.87,21.65,32.16,1.96,1.97,2.11,1.33,1.09,1.11,1.19,0.2,0.14 +21.01.2018,6.7,7.48,8.71,56.54,57.21,9.14,25.05,28.56,54.24,47.74,47.8,6.56,9.38,0.3,9.72,58.33,61.11,89.92,-1.91,10.6,8.77,28.78,1.89,1.08,30.18,1.89,0,0.5,1.18,0.73,6.66,8.03,8.71,8.73,56.44,57.16,90.08,92.9,101.78,-2,22.08,28.77,1.89,1.88,1.76,0.5,0.22,0.21,0.13,0.2,0.1 +22.01.2018,6.93,6.42,7.6,54.62,55.07,8.99,24.75,28.88,53.58,47.03,47.03,6.54,9.04,0.3,9.73,55.57,58.41,87.5,-1.86,10.32,8.54,29.05,1.82,1.07,29.69,1.82,0,0.48,1.18,0.67,6.93,7.59,7.6,7.6,53.9,55.09,87.67,90.4,99.04,-1.9,20.96,29.05,1.82,1.82,1.81,0.7,0.44,0.44,0.44,0.2,0.08 +23.01.2018,6.74,6.41,7.52,53.73,54.19,8.74,24.2,28.13,52.46,46.19,46.2,6.29,8.95,0.3,10.02,54.32,57.07,85.47,-2.01,10.74,8.82,28.34,1.74,1.04,27.76,1.74,0,0.44,1.11,0.59,6.73,7.45,7.52,7.53,52.65,54.19,85.64,88.59,97.52,-2.05,20.59,28.35,1.74,1.75,1.88,1.16,0.93,0.95,1.03,0.2,0.08 +24.01.2018,7,5.61,6.77,52.4,52.71,8.91,24.16,28.31,51.94,45.71,45.66,6.18,8.72,0.3,9.97,52.37,55.46,80.05,-1.98,10.41,8.59,24.48,1.63,1.06,24.13,1.63,0,0.46,1.2,0.57,7.03,7.07,6.77,6.75,50.92,52.76,80.66,84.96,93.75,-2.18,19.75,24.48,1.63,1.65,1.77,0.95,0.68,0.69,0.78,0.2,0.17 +25.01.2018,6.73,6.64,7.76,52.94,53.37,9.12,24.24,26.62,51.05,45.2,45.19,5.88,8.93,0.3,9.97,53.73,56.96,80.55,-2.04,10.68,8.77,23.57,1.76,1.07,25.58,1.76,0,0.46,1.13,0.56,6.73,7.47,7.75,7.75,51.84,53.38,80.94,84.98,93.99,-2.23,20.22,23.56,1.76,1.78,1.6,0.06,-0.23,-0.24,-0.33,0.2,0.22 +26.01.2018,7.04,6.42,7.72,53.63,54.37,9.62,24.78,26.74,51.46,45.93,45.92,5.53,9.26,0.3,10.84,54.36,58.99,91.34,-2.16,11.61,9.29,32.47,2.07,1.28,30.1,2.07,0,0.75,1.31,0.61,7.05,7.62,7.72,7.72,52.3,54.37,90.12,88.92,98.02,-1.77,20.74,32.49,2.08,2.1,2.33,1.78,1.57,1.6,1.75,0.2,0.68 +27.01.2018,6.93,6.55,7.84,53.15,53.79,9.6,24.74,26.68,51.48,45.3,45.31,6.18,8.87,0.3,9.97,54.09,56.74,83.49,-1.99,10.62,8.71,26.66,1.87,1.18,26.7,1.87,0,0.63,1.29,0.68,6.93,7.66,7.84,7.84,52.21,53.79,83.68,86.66,95.47,-2.15,20.46,26.66,1.87,1.87,1.89,0.94,0.69,0.69,0.7,0.2,0.16 +28.01.2018,6.74,6.86,8.14,53,53.58,9.56,24.44,26.03,50.83,44.82,44.85,6.05,8.86,0.3,8.98,54.91,57.92,81.99,-1.75,9.69,7.86,24.1,1.84,1.09,25.44,1.84,0,0.49,1.25,0.67,6.72,7.74,8.14,8.15,53,53.55,81.32,81.17,88.94,-1.57,20.83,24.1,1.84,1.83,1.72,0.53,0.18,0.17,0.11,0.2,0.12 +29.01.2018,6.54,7,8.25,52.08,52.68,9.52,24.01,24.95,49.46,43.77,43.81,5.75,8.78,0.3,7.58,55.34,58.81,85.73,-1.26,8.3,6.98,26.98,1.83,1.14,28.44,1.83,0,0.5,1.22,0.66,6.51,7.69,8.25,8.27,53.42,52.65,85.04,84.58,91.5,-1.03,21.13,26.98,1.83,1.82,1.71,0.31,0.06,0.05,-0.02,0.2,0.23 +30.01.2018,6.54,6.66,7.91,50.57,51.17,9.58,23.91,24.15,48.29,42.62,42.65,5.69,8.5,0.3,8.13,52.55,55.64,90.27,-1.38,8.91,7.44,34.7,2.12,0.86,34.69,2.12,0,0.55,1.22,0.65,6.53,7.41,7.91,7.92,51.08,51.16,89.5,88.7,96.03,-1.05,19.9,34.7,2.12,2.11,2.08,0.7,0.45,0.45,0.43,0.2,0.29 +31.01.2018,6.83,5.88,7.14,49.73,50.17,9.6,23.92,24.67,48.19,42.67,42.61,5.49,8.47,0.3,9.44,49.7,53.31,90.85,-1.71,10,8.23,37.57,2.36,0.52,35.55,2.17,0.19,0.59,1.31,0.68,6.86,7.17,7.14,7.12,48.68,50.22,90.26,90.41,98.6,-1.46,18.55,37.58,2.37,2.4,2.45,1.21,0.94,0.95,1,0.2,0.33 +01.02.2018,6.4,6.29,7.63,50.04,50.82,9.11,23.39,24.23,47.81,42.37,42.4,5.46,8.51,0.3,9.01,51.76,55.4,93.97,-1.62,9.84,8.13,38.64,4.19,0.87,35.88,2.15,2.04,0.71,1.33,0.7,6.39,7.26,7.63,7.64,49.86,50.8,93.22,92.51,100.51,-1.24,19.47,38.63,4.19,4.18,4.17,2.77,2.51,2.51,2.49,0.2,0.48 +02.02.2018,6.23,6.17,7.51,48.83,49.45,8.91,22.87,23.75,46.8,41.3,41.31,5.52,8.24,0.3,8.87,50.26,53.04,84.86,-1.68,9.57,7.97,31.73,1.98,1.16,33,1.98,0,0.58,1.32,0.68,6.21,7.07,7.51,7.52,48.36,49.44,85.07,87.49,95.54,-1.68,18.87,31.72,1.98,1.97,1.86,0.31,0.02,0,-0.07,0.2,0.15 +03.02.2018,6.08,5.58,6.77,46.28,46.78,8.52,21.82,22.87,44.62,39.52,39.51,5.09,7.86,0.3,9.15,46.93,49.78,79.03,-1.82,9.78,8.03,29.17,1.76,1.11,28.85,1.73,0.03,0.53,1.19,0.64,6.09,6.65,6.77,6.77,45,46.79,79.22,81.86,89.99,-1.87,17.6,29.18,1.76,1.77,1.89,0.91,0.69,0.7,0.77,0.2,0.13 +04.02.2018,6.02,5.62,6.74,46.38,46.89,8.31,21.75,23.08,44.81,39.64,39.64,5.16,7.87,0.3,9.47,46.55,49.2,77.38,-1.93,10.12,8.35,28.1,1.84,1.07,28.94,1.77,0.08,0.5,1.12,0.62,6.02,6.62,6.74,6.74,44.82,46.89,77.95,82.08,90.61,-2.14,17.52,28.1,1.84,1.84,1.83,0.54,0.25,0.25,0.24,0.2,0.1 +05.02.2018,6.2,5.42,6.6,44.39,44.83,9.04,21.53,21.53,42.9,37.82,37.8,5.06,7.53,0.3,9.73,43.62,46.25,77.03,-1.98,10.29,8.47,30.71,1.89,1.05,30.6,1.87,0.03,0.48,1.18,0.58,6.21,6.6,6.59,6.59,42.14,44.84,77.61,81.79,90.44,-2.18,16.36,30.72,1.89,1.9,2,0.92,0.66,0.67,0.73,0.2,0.08 +06.02.2018,5.82,5.7,6.86,42.91,43.41,8.84,20.61,20.09,40.8,36.02,36.04,4.78,7.33,0.3,9.61,42.35,45.16,75.04,-1.99,10.28,8.44,29.81,1.95,0.98,31.56,1.95,0,0.48,1.15,0.66,5.81,6.53,6.86,6.86,40.67,43.41,75.59,79.76,88.38,-2.2,15.76,29.8,1.95,1.93,1.8,0.25,-0.02,-0.04,-0.13,0.2,0.08 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+26.09.2018,2.95,0.72,1.09,11.48,11.56,4.75,6.51,4.62,10.58,10.45,10.41,0.06,2.24,0.3,2.61,12.92,12.93,15.16,-1.02,4.89,3.92,2.19,2.08,1.18,2.78,2.08,0,0.19,0.4,0,2.98,2.38,1.08,1.07,10.71,11.6,15.1,16.36,20.31,-0.96,4.28,2.19,2.08,2.06,2.02,1.04,0.77,0.76,0.72,0.2,0.02 +27.09.2018,2.77,1.32,1.69,12.66,12.78,4.51,6.69,4.69,11.24,10.98,10.97,0.25,2.42,0.3,2.36,14.6,14.6,15.04,-1,4.8,3.79,0.45,1.15,1.13,1.84,1.15,0,0.12,0.37,0,2.77,2.62,1.69,1.69,12.37,12.78,14.6,14.6,18.35,-0.78,4.97,0.44,1.15,1.14,1.11,0.12,-0.1,-0.1,-0.13,0.2,0 +28.09.2018,2.76,2.1,2.49,13.09,13.32,4.87,6.95,3.7,10.94,10.54,10.58,0.42,2.52,0.3,3.17,14.64,14.65,18.01,-1.18,5.68,4.56,3.34,2.27,1.08,3.68,2.27,0,0.12,0.36,0,2.73,3.01,2.49,2.5,12.25,13.29,17.97,19.46,24.07,-1.11,5.05,3.33,2.26,2.25,2.22,1.21,0.99,0.98,0.95,0.2,0 +29.09.2018,3.45,2.13,2.49,12.78,12.92,6.12,7.65,3.11,10.65,10.28,10.28,0.36,2.45,0.3,3.18,14.2,14.21,14.22,-1.14,5.43,4.34,-0.02,1.35,1.11,2.16,1.35,0,0.14,0.36,0,3.45,3.33,2.49,2.49,11.74,12.92,14.24,15.73,20.12,-1.07,4.79,-0.04,1.35,1.32,1.17,-0.04,-0.27,-0.29,-0.4,0.2,0 +30.09.2018,3.45,2.04,2.46,12.72,12.85,6.12,7.55,3.12,10.55,10.27,10.27,0.26,2.43,0.3,2.91,14.04,14.35,14.65,-1.03,4.97,4,0.28,1,1.12,1.88,1,0,0.13,0.42,0,3.45,3.31,2.46,2.46,11.91,12.85,14.65,15.99,20.04,-0.96,4.8,0.28,1,0.98,0.95,-0.02,-0.24,-0.25,-0.28,0.2,0 +01.10.2018,2.86,3,3.45,15.31,15.63,5.42,7.7,3.9,12.28,11.74,11.82,0.61,2.99,0.3,4.61,15.51,18.15,15.37,-1.15,5.6,4.36,-2.73,0.3,1.07,0.53,0.3,0,0.12,0.38,0,2.81,3.52,3.45,3.48,13.59,15.56,14.56,13.38,17.63,-0.77,5.65,-2.74,0.3,0.27,0.13,-1.14,-1.36,-1.38,-1.49,0.2,0 +02.10.2018,3.32,2.43,2.93,13.84,13.98,6.05,7.74,3.51,11.31,10.9,10.91,0.42,2.75,0.3,4.56,13.19,15.91,16.18,-1.08,5.28,4.19,0.27,1,1.13,1.62,1,0,0.12,0.5,0,3.32,3.39,2.93,2.93,11.7,13.97,15.82,16.08,20.26,-0.86,4.73,0.27,1,0.99,0.98,0.03,-0.16,-0.17,-0.18,0.2,0.01 +03.10.2018,2.49,3.45,3.98,16.56,16.98,5.1,7.8,4.24,13.09,12.41,12.52,0.79,3.22,0.3,5.26,16.57,19.26,17.39,-1.3,6.37,4.89,-1.79,0.55,1.05,1.04,0.55,0,0.13,0.43,0,2.41,3.51,3.98,4.02,14.57,16.89,16.15,13.64,18.31,-0.75,6.09,-1.8,0.55,0.52,0.38,-0.78,-1,-1.02,-1.12,0.2,0 +04.10.2018,3.75,1.27,1.69,12.08,12.04,6.46,7.86,3.71,10.87,10.49,10.42,0.31,2.41,0.3,4.09,11.18,13.81,15.7,-0.89,4.4,3.58,1.84,0.82,1.14,1.4,0.82,0,0.14,0.48,0,3.79,3.08,1.69,1.67,9.85,12.11,15.73,17.18,20.83,-0.88,3.91,1.85,0.82,0.84,1.06,0.62,0.47,0.49,0.63,0.2,0 +05.10.2018,3.25,1.26,1.69,11.97,11.98,5.54,7.27,3.95,10.74,10.34,10.3,0.35,2.44,0.3,4.35,10.76,13.3,13.89,-1.02,4.86,3.84,0.6,1.34,1.09,2.74,1.34,0,0.12,0.47,0,3.27,2.76,1.69,1.67,9.55,12.02,13.51,13.61,17.42,-0.82,3.76,0.59,1.34,1.32,1.18,-0.04,-0.26,-0.28,-0.38,0.2,0 +06.10.2018,3.18,1.17,1.59,11.26,11.27,5.42,6.91,3.66,10.13,9.73,9.69,0.35,2.37,0.3,4.61,9.83,12.26,11.46,-1.08,5.11,4.03,-0.79,0.88,1.06,1.7,0.88,0,0.12,0.45,0,3.2,2.73,1.59,1.57,8.52,11.31,11.1,11.23,15.23,-0.86,3.35,-0.8,0.87,0.85,0.72,-0.48,-0.68,-0.7,-0.79,0.2,0 +07.10.2018,3.13,1.55,1.98,12.35,12.46,5.37,7.06,3.79,10.74,10.37,10.37,0.36,2.55,0.3,4.71,11.39,13.87,11.22,-1.13,5.38,4.24,-2.64,0.24,1.01,0.47,0.24,0,0.12,0.44,0,3.13,3.01,1.98,1.98,9.81,12.46,10.82,10.94,15.15,-0.91,3.94,-2.65,0.24,0.21,0.07,-1.16,-1.38,-1.4,-1.5,0.2,0 +08.10.2018,3.26,0.95,1.37,11.22,11.24,5.48,7.07,3.71,10.3,9.91,9.87,0.34,2.43,0.3,5,9.49,12.02,11.25,-1.15,5.52,4.35,-0.76,0.59,1.06,1.12,0.59,0,0.11,0.46,0,3.28,2.77,1.37,1.36,8.17,11.27,10.83,11.01,15.32,-1.05,3.32,-0.77,0.58,0.56,0.53,-0.46,-0.66,-0.67,-0.7,0.2,0 +09.10.2018,3.31,1.07,1.49,11.9,11.88,5.53,7.3,4.28,11.09,10.48,10.43,0.56,2.66,0.3,5.92,9.44,11.91,12.05,-1.36,6.47,5.1,0.15,1.16,1.06,2.22,1.16,0,0.08,0.46,0,3.34,2.82,1.49,1.47,8.1,11.91,11.66,12.16,17.24,-1.25,3.25,0.14,1.15,1.13,0.99,-0.23,-0.35,-0.37,-0.47,0.2,0 +10.10.2018,3.33,1.82,2.27,13.82,13.9,5.66,7.85,4.77,12.52,11.56,11.56,0.94,3.16,0.3,7.57,10.59,12.75,13.09,-1.77,8.47,6.61,0.38,0.98,1.04,1.9,0.98,0,0.08,0.45,0,3.33,3.21,2.27,2.26,9,13.9,12.28,11.77,18.26,-1.5,3.7,0.38,0.98,0.97,0.95,-0.05,-0.36,-0.37,-0.38,0.2,0 +11.10.2018,3.67,1.51,1.94,13.35,13.33,6.21,8.09,4.73,12.35,11.46,11.42,0.83,2.99,0.3,6.98,10.21,12.82,15.23,-1.58,7.5,6.06,2.36,1.92,1.05,3.93,1.92,0,0.09,0.46,0,3.7,3.2,1.94,1.92,8.83,13.36,15.72,19.17,25.39,-1.8,3.54,2.35,1.91,1.89,1.75,0.46,0.29,0.27,0.17,0.2,0 +12.10.2018,2.96,2.28,2.81,14.56,14.73,5.22,7.55,4.79,12.61,11.7,11.74,0.94,3.14,0.3,6.96,11.93,14.55,14.46,-1.64,7.8,6.22,-0.12,1.17,0.97,2.33,1.17,0,0.08,0.49,0,2.93,3.2,2.81,2.82,10.46,14.7,14.46,16.54,22.82,-1.7,4.24,-0.13,1.17,1.14,1,-0.29,-0.52,-0.54,-0.64,0.2,0 +13.10.2018,3.25,1.89,2.46,13.78,13.87,5.62,7.63,4.69,12.26,11.31,11.32,0.94,3.08,0.3,7.27,10.73,13.19,13.97,-1.67,7.97,6.36,0.74,1.11,0.95,2.23,1.11,0,0.08,0.57,0,3.25,3.18,2.46,2.46,9.2,13.86,13.98,16.1,22.51,-1.73,3.69,0.74,1.11,1.09,1.07,0.05,-0.16,-0.17,-0.2,0.2,0 +14.10.2018,3.25,1.83,2.39,13.8,13.88,5.59,7.71,4.72,12.32,11.41,11.41,0.88,3.13,0.3,7.47,10.49,12.98,12.77,-1.72,8.19,6.6,-0.27,0.86,0.92,1.49,0.86,0,0.07,0.56,0,3.25,3.12,2.39,2.39,9.06,13.88,13.2,16.75,23.49,-1.94,3.62,-0.27,0.85,0.83,0.8,-0.19,-0.39,-0.4,-0.44,0.2,0 +15.10.2018,3.17,1.66,2.2,13.54,13.61,5.38,7.55,4.78,12.19,11.34,11.34,0.84,2.97,0.3,6.73,10.69,13.24,13.13,-1.52,7.37,5.83,-0.1,0.83,0.95,1.53,0.83,0,0.07,0.54,0,3.17,3.01,2.2,2.2,9.36,13.61,12.68,13.1,18.87,-1.4,3.81,-0.11,0.82,0.79,0.75,-0.32,-0.52,-0.53,-0.57,0.2,0 +16.10.2018,3.01,1.64,2.14,12.96,13.02,5.13,7.14,4.47,11.48,10.82,10.82,0.64,2.8,0.3,6.03,10.6,13.17,12.93,-1.35,6.64,5.18,-0.19,1.19,0.93,2.1,1.19,0,0.06,0.5,0,3.01,2.85,2.14,2.14,9.33,13.02,12.06,10.9,15.93,-1.05,3.79,-0.21,1.18,1.15,0.99,-0.31,-0.53,-0.55,-0.67,0.2,0 +17.10.2018,3.19,1.8,2.33,13.5,13.56,5.48,7.49,4.65,12,11.17,11.17,0.81,2.97,0.3,6.75,10.65,13.29,12.09,-1.55,7.46,5.89,-1.19,0.87,0.95,1.45,0.87,0,0.07,0.53,0,3.19,3.03,2.33,2.33,9.32,13.56,11.65,11.98,17.83,-1.26,3.78,-1.2,0.86,0.82,0.67,-0.64,-0.85,-0.87,-0.99,0.2,0 +18.10.2018,2.86,2.22,2.75,14.4,14.58,5.03,7.44,4.84,12.55,11.59,11.63,0.98,3.2,0.3,7.49,11.25,13.78,12.11,-1.73,8.38,6.55,-1.63,0.29,0.93,0.58,0.29,0,0.08,0.5,0,2.84,3.11,2.75,2.77,9.84,14.55,11.28,10.46,16.88,-1.27,4.03,-1.63,0.29,0.27,0.23,-0.79,-1,-1.01,-1.05,0.2,0 +19.10.2018,3.38,2.03,2.55,13.13,13.23,5.99,7.79,3.8,11.51,10.58,10.58,0.92,3.07,0.3,7.64,9.47,12.06,10.96,-1.72,8.3,6.49,-1.04,0.9,0.95,1.88,0.9,0,0.08,0.51,0,3.38,3.27,2.55,2.55,8.18,13.22,10.11,9.18,15.52,-1.24,3.33,-1.06,0.89,0.86,0.7,-0.56,-0.81,-0.83,-0.95,0.2,0 +20.10.2018,3.02,2.37,2.93,13.32,13.5,5.56,7.38,3.46,11.11,10.33,10.37,0.8,3.01,0.3,7.09,10.23,12.6,9.32,-1.63,7.84,6.12,-3.22,0.16,0.89,0.36,0.16,0,0.08,0.53,0,2.99,3.25,2.93,2.95,8.97,13.47,8.5,7.52,13.5,-1.16,3.67,-3.24,0.16,0.12,-0.04,-1.28,-1.48,-1.5,-1.63,0.2,0 +21.10.2018,3.36,2.1,2.66,12.78,12.87,6.05,7.6,3.34,10.85,10.12,10.12,0.71,2.89,0.3,6.81,9.76,12.18,10.73,-1.55,7.45,5.88,-1.44,0.4,0.91,0.82,0.4,0,0.09,0.55,0,3.36,3.26,2.66,2.66,8.47,12.87,10.34,10.77,16.61,-1.25,3.43,-1.45,0.4,0.37,0.34,-0.58,-0.79,-0.8,-0.84,0.2,0 +22.10.2018,3.15,1.93,2.49,12.46,12.53,5.64,7.24,3.2,10.4,9.97,9.97,0.43,2.8,0.3,6.26,9.98,12.72,9.37,-1.43,6.87,5.36,-3.3,0.09,0.91,0.19,0.09,0,0.08,0.55,0,3.15,3.1,2.49,2.49,8.59,12.53,8.65,7.94,13.22,-1.02,3.53,-3.31,0.09,0.05,-0.1,-1.33,-1.53,-1.55,-1.66,0.2,0 +23.10.2018,2.83,2.96,3.59,14.99,15.15,5.5,7.48,3.4,11.41,11.35,11.39,0.13,3.15,0.3,6.09,13.22,16.58,11.93,-1.45,7.04,5.39,-4.52,0,0.91,0,0,0,0.07,0.6,0,2.81,3.39,3.59,3.6,11.78,15.12,10.49,7.54,12.72,-0.81,4.81,-4.55,-0.01,-0.15,-0.36,-1.69,-1.91,-1.95,-2.18,0.2,0.05 +24.10.2018,4.24,2.45,3.04,14.55,14.6,7.61,9.07,3.42,12.08,11.57,11.53,0.46,2.95,0.3,5.42,12.92,15.93,16.92,-1.21,5.93,4.72,1.03,1.81,1.07,4.52,1.81,0,0.15,0.63,0,4.27,3.83,3.04,3.02,11.62,14.63,16.6,17.01,21.72,-0.95,4.69,1,1.8,1.76,1.39,-0.28,-0.48,-0.53,-0.78,0.2,0.06 +25.10.2018,3.44,3.03,3.66,16.99,17.21,6.33,8.89,4.9,14.11,13.29,13.32,0.86,3.31,0.3,5.51,15.99,18.69,16.98,-1.35,6.51,5,-1.64,0.19,0.97,0.45,0.19,0,0.13,0.6,0,3.42,3.76,3.66,3.67,14.55,17.18,15.82,13.64,18.44,-0.86,5.9,-1.65,0.19,0.18,0.17,-0.75,-0.91,-0.91,-0.92,0.2,0.07 +26.10.2018,4.55,2.05,2.62,16.06,16.02,7.82,9.87,5.62,14.71,13.55,13.47,1.08,3.23,0.3,6.36,13.6,15.8,18,-1.46,6.95,5.48,2.22,1.66,1.01,3.85,1.66,0,0.16,0.64,0,4.6,3.78,2.62,2.59,12.36,16.09,17.66,18.34,23.81,-1.29,4.82,2.2,1.66,1.64,1.51,0.34,0.16,0.15,0.06,0.2,0.05 +27.10.2018,3.35,3.5,4.13,18.7,19.01,6.31,9.3,5.91,15.82,14.47,14.54,1.41,3.59,0.3,6.49,17.41,19.92,17.81,-1.59,7.47,6.02,-2.18,0.04,0.87,0.12,0.04,0,0.12,0.56,0,3.31,3.93,4.13,4.15,15.68,18.95,18.3,21.91,28.09,-1.74,6.36,-2.18,0.04,0.03,0,-0.9,-1.07,-1.07,-1.1,0.2,0.03 +28.10.2018,3.96,2.39,2.95,15.98,16.02,6.95,9.07,5.48,14.26,13.07,13.04,1.16,3.35,0.3,7.31,12.89,15.51,14.8,-1.7,7.93,6.37,-0.76,1.12,0.91,2.51,1.12,0,0.12,0.58,0,3.98,3.68,2.95,2.94,11.55,16.04,15.3,18.99,25.53,-1.84,4.55,-0.78,1.11,1.08,0.82,-0.59,-0.79,-0.82,-0.99,0.2,0.02 +29.10.2018,3.83,2.58,3.15,16.47,16.59,6.75,9.23,5.71,14.88,13.32,13.32,1.55,3.67,0.3,9.13,12.13,14.77,15.03,-2.13,9.96,8.05,0.16,0.77,0.91,1.74,0.77,0,0.12,0.58,0,3.83,3.75,3.15,3.15,10.65,16.59,15.94,21.56,29.88,-2.48,4.22,0.16,0.77,0.76,0.75,-0.18,-0.35,-0.35,-0.37,0.2,0.01 +30.10.2018,3.82,2.01,2.57,14.83,14.84,6.62,8.66,5.15,13.42,12.32,12.28,1.06,3.32,0.3,7.94,10.85,13.38,12.96,-1.77,8.4,6.71,-0.46,0.6,0.88,1.2,0.6,0,0.11,0.59,0,3.84,3.43,2.57,2.55,9.71,14.88,13.05,15.54,22.33,-1.8,3.77,-0.46,0.6,0.6,0.59,-0.33,-0.48,-0.48,-0.49,0.2,0 +31.10.2018,3.7,2.46,3.02,15.69,15.78,6.53,8.83,5.25,13.97,12.68,12.67,1.28,3.41,0.3,8.02,12.02,13.87,11.88,-1.88,9.05,7.08,-1.95,0.15,0.84,0.44,0.15,0,0.1,0.56,0,3.71,3.58,3.02,3.02,10.68,15.78,11.08,10.68,17.64,-1.57,4.18,-1.96,0.15,0.13,0.1,-0.87,-1.03,-1.03,-1.07,0.2,0 +01.11.2018,3.79,2.67,3.21,16.64,16.73,6.67,9.13,5.86,14.92,13.44,13.43,1.48,3.66,0.3,8.89,12.21,14.81,13.98,-1.98,9.54,7.47,-0.78,0.8,0.83,1.83,0.79,0.01,0.09,0.54,0,3.79,3.72,3.21,3.21,11.02,16.73,13.21,12.94,20.31,-1.61,4.32,-0.79,0.8,0.78,0.65,-0.55,-0.71,-0.73,-0.82,0.2,0 +02.11.2018,3.85,2.73,3.26,16.62,16.71,6.81,9.22,5.76,14.95,13.36,13.36,1.58,3.68,0.3,9.11,11.95,14.61,13.98,-2.02,9.69,7.58,-0.59,0.51,0.81,1.28,0.51,0,0.09,0.53,0,3.85,3.8,3.26,3.26,10.8,16.71,13.23,12.97,20.45,-1.58,4.26,-0.59,0.51,0.5,0.49,-0.44,-0.59,-0.59,-0.6,0.2,0 +03.11.2018,3.95,2.78,3.34,17.21,17.3,6.96,9.37,6.26,15.58,13.87,13.87,1.7,3.81,0.3,9.56,12.16,14.74,13.98,-2.13,10.15,7.95,-0.72,0.83,0.87,1.83,0.83,0,0.08,0.57,0,3.95,3.89,3.34,3.34,11.08,17.3,13.24,13.09,20.93,-1.69,4.41,-0.73,0.83,0.81,0.69,-0.49,-0.66,-0.67,-0.76,0.2,0 +04.11.2018,3.84,2.06,2.61,15.71,15.7,6.56,8.93,6.24,14.81,13.15,13.12,1.62,3.79,0.3,10.23,10.05,12.68,14,-2.27,10.74,8.47,1.32,1.14,0.84,2.5,1.14,0,0.08,0.58,0,3.86,3.49,2.61,2.6,8.79,15.73,13.7,15.18,23.65,-2.01,3.46,1.32,1.14,1.14,1.13,0.22,0.07,0.07,0.07,0.2,0 +05.11.2018,3.38,2.83,3.37,16.9,17.1,6.02,8.82,6,15.16,13.48,13.52,1.71,3.86,0.3,9.95,12,14.68,14,-2.26,10.69,8.43,-0.68,0.55,0.83,1.16,0.55,0,0.1,0.5,0,3.35,3.7,3.37,3.38,10.57,17.07,13.68,15.26,23.68,-2.14,4.19,-0.68,0.55,0.55,0.54,-0.41,-0.58,-0.58,-0.58,0.2,0 +06.11.2018,3.73,2.65,3.24,16.2,16.31,6.64,9.03,5.58,14.6,12.96,12.96,1.64,3.71,0.3,9.61,11.28,13.95,14.02,-2.17,10.24,8.15,0.04,0.81,0.85,1.61,0.81,0,0.1,0.59,0,3.73,3.71,3.24,3.24,9.93,16.3,14.11,17.11,25.34,-2.31,3.94,0.03,0.81,0.8,0.79,-0.13,-0.27,-0.28,-0.29,0.2,0 +07.11.2018,3.76,2.6,3.24,16.16,16.24,6.7,8.96,5.39,14.31,12.92,12.91,1.39,3.55,0.3,8.59,11.95,14.65,14,-1.92,9.14,7.22,-0.65,0.6,0.83,1.14,0.6,0,0.09,0.64,0,3.76,3.72,3.24,3.24,10.72,16.24,13.66,14.95,22.16,-1.89,4.17,-0.65,0.6,0.59,0.58,-0.34,-0.49,-0.49,-0.5,0.2,0 +08.11.2018,3.63,2.5,3.12,15.32,15.41,6.5,8.57,4.89,13.46,12.2,12.2,1.26,3.47,0.3,8.57,11.11,13.8,14.02,-1.94,9.22,7.34,0.18,0.56,0.79,1.04,0.56,0,0.09,0.61,0,3.63,3.62,3.12,3.12,9.83,15.41,14.1,16.86,24.29,-2.07,3.87,0.19,0.56,0.57,0.68,-0.06,-0.19,-0.18,-0.11,0.2,0 +09.11.2018,3.74,2.58,3.24,16,16.09,6.67,8.93,5.38,14.26,12.77,12.76,1.49,3.54,0.3,8.7,11.73,14.45,14.02,-1.97,9.35,7.45,-0.46,0.69,0.8,1.24,0.69,0,0.09,0.66,0,3.74,3.69,3.24,3.24,10.46,16.09,14.1,16.89,24.42,-2.08,4.08,-0.46,0.69,0.69,0.68,-0.27,-0.42,-0.42,-0.43,0.2,0 +10.11.2018,3.84,1.94,2.58,14.78,14.78,6.64,8.59,5.17,13.34,12.27,12.23,1.02,3.15,0.3,7.03,11.56,14.15,14.02,-1.54,7.39,5.93,-0.17,0.77,0.81,1.43,0.77,0,0.1,0.67,0,3.86,3.42,2.57,2.56,10.44,14.82,14.11,16.45,22.46,-1.64,4,-0.17,0.77,0.76,0.75,-0.15,-0.3,-0.3,-0.31,0.2,0 +11.11.2018,3.57,2.34,3.02,15.85,15.94,6.26,8.54,5.37,13.88,12.83,12.83,1.05,3.57,0.3,8.52,11.79,14.76,14,-1.93,9.24,7.31,-0.75,0.55,0.81,1.02,0.55,0,0.09,0.68,0,3.57,3.53,3.02,3.02,10.57,15.94,13.7,15.15,22.46,-1.88,4.13,-0.76,0.55,0.55,0.54,-0.36,-0.5,-0.5,-0.51,0.2,0 +12.11.2018,3.59,2.32,2.96,15.88,15.99,6.26,8.67,5.45,14.12,12.92,12.92,1.2,3.61,0.3,8.67,11.68,14.34,14,-1.94,9.3,7.36,-0.33,0.92,0.8,2.01,0.92,0,0.1,0.64,0,3.59,3.6,2.96,2.96,10.48,15.99,13.69,15.06,22.42,-1.87,4.1,-0.34,0.92,0.9,0.78,-0.43,-0.5,-0.52,-0.6,0.2,0 +13.11.2018,4.28,3.07,3.86,18.22,18.26,7.69,10.07,4.87,14.86,14.43,14.38,0.45,3.94,0.3,8.32,14.57,18.52,18.6,-1.85,8.97,7.03,0.17,0.89,0.95,2.24,0.89,0,0.17,0.84,0,4.31,4.27,3.86,3.84,13.4,18.3,17.71,17.31,24.3,-1.57,5.33,0.16,0.89,0.89,0.78,-0.33,-0.37,-0.38,-0.45,0.2,0.12 +14.11.2018,4.32,3.06,3.7,18.27,18.47,7.67,10.18,5.52,15.64,14.57,14.57,1.06,3.7,0.3,7.27,15.7,18.35,18.81,-1.59,7.79,6.04,0.54,1.03,0.92,2.84,1.03,0,0.2,0.65,0,4.32,4.26,3.7,3.7,14.44,18.47,17.62,15.62,21.45,-1.15,5.75,0.53,1.03,1.01,0.88,-0.33,-0.4,-0.42,-0.51,0.2,0.06 +15.11.2018,3.83,3.37,3.91,19.01,19.25,6.89,9.86,6.14,16.34,15.04,15.08,1.33,3.89,0.3,8.03,16.13,18.71,18.14,-1.86,8.92,6.97,-0.51,1.01,0.84,2.83,1.01,0,0.14,0.51,0,3.81,4.17,3.91,3.93,14.67,19.22,17.37,17.2,24.06,-1.68,5.86,-0.53,1,0.97,0.72,-0.74,-0.82,-0.85,-1.02,0.2,0.04 +16.11.2018,4.03,2.92,3.57,17.66,17.79,7.17,9.71,5.69,15.4,14.09,14.09,1.31,3.62,0.3,7.67,14.65,17.33,18.06,-1.74,8.25,6.59,0.7,0.8,0.83,2.29,0.8,0,0.12,0.64,0,4.02,4.02,3.57,3.57,13.27,17.79,18.11,20.44,27.1,-1.72,5.16,0.7,0.8,0.79,0.77,-0.19,-0.24,-0.25,-0.27,0.2,0.03 +17.11.2018,3.25,3.39,4.11,18.53,18.84,6.12,9.01,5.83,15.52,14.3,14.38,1.28,3.53,0.3,6.12,17.59,20.32,17.14,-1.46,6.92,5.61,-3.24,0,0.76,0,0,0,0.11,0.66,0,3.2,3.9,4.11,4.14,15.83,18.77,17.61,20.98,26.75,-1.51,6.33,-3.25,0,-0.02,-0.14,-1.31,-1.36,-1.38,-1.46,0.2,0.01 +18.11.2018,3.31,2.89,3.56,17.48,17.71,5.99,8.69,5.63,14.72,13.86,13.9,0.91,3.31,0.3,5,16.87,19.52,16.06,-1.19,5.75,4.55,-3.44,0,0.76,0,0,0,0.12,0.63,0,3.28,3.72,3.56,3.58,15.59,17.67,15.7,16.02,20.55,-0.94,6.05,-3.46,-0.01,-0.08,-0.19,-1.34,-1.4,-1.42,-1.54,0.2,0.01 +19.11.2018,4.17,2.3,2.94,15.28,15.31,7.38,9.21,4.21,13.07,12.39,12.36,0.65,2.97,0.3,4.97,14,16.77,18.66,-1.12,5.47,4.43,1.87,1.4,0.82,3.71,1.4,0,0.11,0.67,0,4.19,3.83,2.94,2.93,12.83,15.34,18.74,20.57,25.09,-1.12,4.94,1.86,1.4,1.39,1.26,0.08,0.03,0.01,-0.07,0.2,0.01 +20.11.2018,4.19,2.13,2.81,17.79,17.81,7.05,9.84,7.27,16.6,15.05,15,1.5,3.62,0.3,7.75,14.31,16.94,20.65,-1.76,8.42,6.73,3.7,1.78,0.82,5.21,1.78,0,0.13,0.72,0,4.22,3.7,2.81,2.79,13.2,17.84,20.72,23.18,29.99,-1.79,5.08,3.69,1.77,1.76,1.63,0.44,0.38,0.37,0.28,0.2,0.01 +21.11.2018,3.53,3.02,3.71,19,19.21,6.26,9.38,7.07,16.77,15.23,15.27,1.57,3.74,0.3,7.55,16.41,19.11,20.49,-1.72,8.33,6.6,1.38,0.96,0.77,2.57,0.96,0,0.12,0.66,0,3.5,3.83,3.71,3.73,14.95,19.18,20.14,21.13,27.72,-1.55,5.86,1.38,0.95,0.95,0.94,0.03,-0.01,-0.01,-0.02,0.2,0 +22.11.2018,3.77,2.69,3.33,17.74,17.87,6.61,9.34,6.39,15.76,14.4,14.41,1.36,3.51,0.3,7.02,15.04,17.75,18.97,-1.57,7.66,6.01,1.24,0.93,0.78,2.53,0.93,0,0.12,0.64,0,3.77,3.81,3.33,3.33,13.88,17.87,18.2,17.63,23.54,-1.24,5.3,1.24,0.93,0.93,0.93,0.01,-0.02,-0.03,-0.03,0.2,0 +23.11.2018,3.89,2.74,3.47,17.6,17.71,6.91,9.34,6.06,15.38,14.13,14.13,1.25,3.34,0.3,5.83,15.87,18.51,20.26,-1.3,6.41,5.1,1.76,1.56,0.8,3.44,1.56,0,0.12,0.72,0,3.89,3.87,3.47,3.46,14.74,17.71,19.93,20.57,25.67,-1.14,5.68,1.75,1.56,1.54,1.42,0.25,0.19,0.17,0.09,0.2,0 +24.11.2018,3.8,2.77,3.48,16.66,16.78,6.88,9.09,5.08,14.18,13.18,13.18,1.01,3.11,0.3,4.73,15.81,18.46,19.5,-1.06,5.28,4.07,1.1,0.66,0.78,1.54,0.66,0,0.11,0.71,0,3.8,3.82,3.48,3.48,14.68,16.78,18.35,15.93,19.81,-0.56,5.67,1.11,0.66,0.67,0.79,0.17,0.15,0.16,0.24,0.2,0 +25.11.2018,3.64,2.59,3.32,15.51,15.62,6.63,8.65,4.23,12.92,12.18,12.19,0.74,2.95,0.3,4.6,14.68,17.4,16.7,-1.07,5.24,4.09,-0.68,0.5,0.78,0.9,0.5,0,0.11,0.73,0,3.64,3.68,3.32,3.32,13.49,15.62,15.97,15.01,19.02,-0.75,5.26,-0.68,0.5,0.5,0.5,-0.34,-0.37,-0.37,-0.37,0.2,0 +26.11.2018,3.26,2.26,2.98,14.02,14.13,5.94,7.77,3.94,11.77,11.02,11.03,0.75,2.89,0.3,5.86,11.86,14.53,14.15,-1.39,6.58,5.19,-0.38,0.59,0.76,1.21,0.59,0,0.1,0.72,0,3.25,3.31,2.98,2.99,10.68,14.13,13.81,14.5,19.69,-1.22,4.21,-0.38,0.59,0.58,0.58,-0.37,-0.38,-0.38,-0.38,0.2,0 +27.11.2018,3.46,2.92,3.68,16.56,16.76,6.42,8.83,4.6,13.71,12.83,12.86,0.91,3.11,0.3,4.72,15.95,18.51,18.15,-1.1,5.43,4.25,-0.32,0.64,0.78,1.31,0.64,0,0.12,0.74,0,3.45,3.73,3.69,3.7,14.7,16.73,17.38,16.35,20.5,-0.76,5.86,-0.32,0.64,0.63,0.63,-0.33,-0.39,-0.39,-0.39,0.2,0 +28.11.2018,3.95,2.11,2.84,14.84,14.87,6.99,8.89,4.24,12.79,12.05,12.02,0.7,2.84,0.3,4.41,13.84,16.56,18.27,-0.99,4.89,3.82,1.74,0.88,0.81,2.19,0.88,0,0.12,0.75,0,3.97,3.61,2.84,2.82,12.8,14.9,17.51,16.34,20.06,-0.65,4.89,1.75,0.88,0.88,1,0.31,0.18,0.2,0.27,0.2,0 +29.11.2018,3.55,2.32,3.01,14.56,14.66,6.4,8.32,4.07,12.37,11.55,11.55,0.82,2.92,0.3,5.55,12.91,15.72,17.28,-1.33,6.29,5.11,1.49,0.8,0.77,2.06,0.8,0,0.1,0.69,0,3.55,3.52,3.01,3.01,11.54,14.66,17.77,21.2,26.48,-1.49,4.48,1.5,0.8,0.81,0.92,0.23,0.1,0.11,0.18,0.2,0 +30.11.2018,3.34,2.52,3.23,15.07,15.14,6.11,8.02,3.92,12.09,11.84,11.84,0.28,3.18,0.3,6.35,12.97,16.28,14.95,-1.5,7.07,5.64,-1.36,0.51,0.76,1.45,0.51,0,0.08,0.71,0,3.34,3.52,3.23,3.23,11.49,15.14,15.07,17.48,23.23,-1.52,4.49,-1.37,0.51,0.5,0.38,-0.8,-1,-1.02,-1.1,0.2,0.06 +01.12.2018,3.82,1.99,2.73,14.83,14.89,6.66,8.44,5.13,13.18,12.16,12.12,0.98,3.11,0.3,6.74,11.8,14.46,14.78,-1.52,7.24,5.72,0.33,0.97,0.8,2.69,0.97,0,0.16,0.78,0,3.85,3.44,2.73,2.72,10.76,14.93,14.45,15.29,21,-1.35,4.13,0.32,0.97,0.96,0.83,-0.32,-0.52,-0.54,-0.62,0.2,0.08 +02.12.2018,4.39,1.82,2.55,15.74,15.66,7.5,9.41,5.74,14.41,13.31,13.23,1.03,3.5,0.3,8.19,11.44,14.45,14.14,-1.82,8.61,6.81,-0.31,0.53,0.82,1.41,0.53,0,0.14,0.81,0,4.44,3.68,2.55,2.52,10.45,15.73,13.88,15.39,22.24,-1.7,3.99,-0.31,0.53,0.53,0.54,-0.34,-0.55,-0.55,-0.54,0.2,0.09 +03.12.2018,4.33,2.96,3.74,20.05,20.18,7.49,10.45,7.44,17.78,16.34,16.32,1.43,4.03,0.3,8.2,16.75,20,18.54,-1.83,8.79,6.89,-1.41,0.51,0.82,1.33,0.51,0,0.15,0.8,0,4.34,4.21,3.74,3.74,15.52,20.19,17.8,17.66,24.47,-1.51,6.11,-1.41,0.51,0.51,0.39,-0.81,-1.02,-1.04,-1.11,0.2,0.14 +04.12.2018,4.33,4.35,5.17,23.84,24.14,7.96,11.66,8.28,20.55,18.57,18.63,2.04,4.36,0.3,7.31,22.05,24.8,20.67,-1.67,8.13,6.23,-4.01,0,0.59,0,0,0,0.14,0.76,0,4.29,4.91,5.17,5.2,20.76,24.09,19.04,15.74,21.69,-1,8.16,-4.03,0,-0.06,-0.23,-1.52,-1.75,-1.77,-1.92,0.2,0.07 +05.12.2018,5.72,3.37,4.12,21.61,21.57,10.02,12.82,7.41,19.55,17.59,17.52,1.9,4.1,0.3,7.95,17.98,20.45,21.82,-1.74,8.37,6.54,1.41,1.04,0.77,2.76,1,0.04,0.14,0.81,0,5.77,5.08,4.12,4.09,17.2,21.63,21.05,20.59,27.02,-1.4,6.51,1.41,1.04,1.04,1.03,0.12,-0.09,-0.09,-0.1,0.2,0.04 +06.12.2018,4.91,4.47,5.25,23.13,23.34,9.1,12.3,7.04,19.69,17.83,17.86,1.9,4.42,0.3,8.42,20.43,22.85,19.53,-1.94,9.15,7.21,-3.32,0.02,0.75,0.04,0.01,0,0.13,0.76,0,4.89,5.24,5.25,5.26,18.89,23.31,19.2,20.51,27.72,-1.79,7.41,-3.32,0.01,0,-0.12,-1.29,-1.51,-1.53,-1.61,0.2,0.02 +07.12.2018,5.62,4.92,5.77,25.03,25.16,10.39,13.49,7.09,20.74,19.27,19.26,1.5,4.69,0.3,7.41,23.23,27.06,25.73,-1.71,8.16,6.58,-1.35,0.25,0.89,0.59,0.23,0.02,0.16,0.86,0,5.63,5.82,5.77,5.77,21.96,25.17,25.98,29.23,35.99,-1.81,8.65,-1.35,0.25,0.26,0.26,-0.61,-0.8,-0.79,-0.79,0.2,0.2 +08.12.2018,6.04,6.4,7.35,31.17,31.64,11.45,16.4,9.01,26.14,23.72,23.79,2.51,5.45,0.3,4.37,33.95,37.62,37.18,-0.92,5.15,4.01,-0.3,0.94,0.91,2.07,0.82,0.12,0.27,0.89,0,6,6.76,7.35,7.37,32.29,31.57,35.6,31.75,35.5,-0.28,12.9,-0.31,0.94,0.93,0.81,-0.33,-0.55,-0.56,-0.64,0.2,0.36 +09.12.2018,5.74,6.11,7.12,30.99,31.46,10.91,16.1,9.12,26.03,23.74,23.82,2.37,5.44,0.3,3.52,34.8,38.63,39.95,-0.73,4.42,3.45,1.44,1.21,0.89,4.57,1.05,0.16,0.27,0.94,0,5.68,6.55,7.13,7.16,32.95,31.4,38.34,34.11,37.28,-0.07,13.18,1.43,1.21,1.19,0.95,-0.44,-0.69,-0.72,-0.88,0.2,0.32 +10.12.2018,4.63,5.99,6.95,27.79,28.32,9.5,14.23,7.03,22.58,20.63,20.77,2.08,4.69,0.3,0.68,33.83,36.53,33.18,0.04,1.68,1.56,-3.29,0.33,0.81,0.94,0.26,0.07,0.2,0.84,0,4.54,5.91,6.96,7.01,31.93,28.21,31.97,28.28,29.63,0.54,12.77,-3.31,0.33,0.3,0.04,-1.44,-1.69,-1.72,-1.9,0.2,0.13 +11.12.2018,5.23,3.81,4.68,23.14,23.19,9.45,13.08,6.8,19.65,18.52,18.48,1.11,4.12,0.3,1.22,26.96,30.48,31.46,0.12,1.72,1.92,0.95,1.35,0.84,3.99,1.03,0.31,0.17,0.9,0,5.25,5.09,4.68,4.67,25.59,23.24,31.55,32.25,34.26,0.09,9.97,0.94,1.34,1.32,1.08,-0.35,-0.59,-0.62,-0.78,0.2,0.18 +12.12.2018,5.69,3.14,3.99,23.13,23.15,9.84,13.86,8.1,21.22,19.25,19.17,1.89,4.13,0.3,5.07,22.61,25.4,29.02,-1.13,5.56,4.57,3.54,1.52,0.43,4.55,1.29,0.23,0.2,0.92,0,5.74,4.97,3.99,3.96,21.7,23.21,29.53,32.95,37.71,-1.4,8.09,3.54,1.52,1.52,1.51,0.45,0.23,0.23,0.22,0.2,0.16 +13.12.2018,5.5,4.09,4.94,25.25,25.42,9.75,14.3,8.54,22.74,20.33,20.32,2.4,4.56,0.3,7.66,22.74,25.59,28.63,-1.79,8.42,6.69,3.01,1.29,0.35,4.18,1.16,0.13,0.18,0.85,0,5.5,5.37,4.94,4.93,21.84,25.43,28.71,31.34,38.12,-1.93,8.14,3.01,1.29,1.28,1.27,0.31,0.08,0.08,0.07,0.2,0.06 +14.12.2018,4.92,3.84,4.68,23.55,23.72,8.8,13.02,7.91,20.98,18.85,18.86,2.13,4.26,0.3,7.1,21.58,24.36,25.48,-1.65,7.74,6.24,1.05,0.83,0.57,2.71,0.79,0.04,0.16,0.83,0,4.91,4.95,4.68,4.69,20.41,23.72,25.99,29.88,36.29,-1.94,7.83,1.05,0.83,0.82,0.8,-0.12,-0.36,-0.37,-0.38,0.2,0.02 +15.12.2018,4.32,3.44,4.21,21.04,21.22,7.75,11.65,7.14,18.93,16.8,16.82,2.14,4.23,0.3,9.64,16.74,19.49,16.72,-2.28,10.51,8.37,-2.86,0,0.7,0,0,0,0.14,0.76,0,4.3,4.45,4.21,4.22,15.35,21.21,17.26,21.83,30.38,-2.57,5.99,-2.86,0,-0.04,-0.08,-1.04,-1.3,-1.31,-1.36,0.2,0.01 +16.12.2018,4.97,1.78,2.46,16.95,16.81,8.47,11.29,6.42,16.64,14.66,14.55,1.87,3.96,0.3,10.65,10.37,13.17,13.92,-2.36,10.96,8.75,0.67,0.47,0.73,1.61,0.47,0,0.14,0.76,0,5.04,3.93,2.45,2.41,9.58,16.91,14.44,19.03,27.96,-2.63,3.51,0.68,0.47,0.48,0.59,-0.03,-0.27,-0.26,-0.2,0.2,0.01 +17.12.2018,5.22,2.91,3.67,20.69,20.69,9,12.71,7.38,19.53,17.1,17.05,2.37,4.48,0.3,11.41,14.17,16.94,14.54,-2.54,11.93,9.46,-2.42,0.23,0.75,0.74,0.23,0,0.13,0.81,0,5.26,4.66,3.67,3.65,13.25,20.73,14.66,18.17,27.73,-2.71,5.06,-2.43,0.23,0.21,0.09,-1.08,-1.32,-1.33,-1.42,0.2,0.01 +18.12.2018,5.5,4.7,5.51,25.11,25.29,10.03,14.48,7.67,22.35,19.57,19.59,2.8,4.89,0.3,11.12,20.15,22.87,21.36,-2.48,11.83,9.35,-1.5,0.19,0.75,0.6,0.18,0.01,0.11,0.8,0,5.49,5.66,5.51,5.52,18.61,25.27,21.04,22.97,32.32,-2.41,7.36,-1.5,0.19,0.19,0.19,-0.67,-0.9,-0.9,-0.9,0.2,0.01 +19.12.2018,5.66,5.14,5.98,26.2,26.42,10.5,14.95,7.5,22.78,20.16,20.2,2.65,4.88,0.3,9.87,22.24,24.93,22.67,-2.2,10.53,8.33,-2.25,0,0.76,0,0,0,0.13,0.81,0,5.64,5.98,5.98,5.99,20.98,26.39,22.37,23.98,32.31,-2.07,8.14,-2.25,-0.01,-0.06,-0.03,-0.86,-1.12,-1.13,-1.16,0.2,0.01 +20.12.2018,5.14,4.9,5.76,25.14,25.37,9.65,13.93,7.26,21.65,19.31,19.35,2.39,4.64,0.3,8.73,22.15,24.94,24.98,-1.95,9.42,7.4,0.08,0.64,0.73,1.66,0.64,0,0.12,0.82,0,5.11,5.61,5.76,5.78,20.82,25.33,24.29,24.34,31.66,-1.61,8.12,0.08,0.64,0.64,0.64,-0.18,-0.43,-0.43,-0.42,0.2,0 +21.12.2018,4.76,3.86,4.66,21.9,21.96,8.67,12.28,6.53,18.85,17.27,17.25,1.6,4.59,0.3,10.28,17.04,20.87,19.99,-2.31,10.93,8.58,-0.86,0.36,0.8,0.92,0.36,0,0.13,0.81,0,4.77,4.87,4.66,4.65,15.78,21.98,19.46,20.54,29.13,-2.06,6.08,-0.86,0.36,0.37,0.38,-0.43,-0.66,-0.66,-0.65,0.2,0.12 +22.12.2018,4.55,3.89,4.72,21.72,21.94,8.34,11.89,6.49,18.56,17,17,1.59,4.35,0.3,8.97,18.3,21.49,19.95,-1.97,9.46,7.3,-1.43,0.46,0.84,1.31,0.46,0,0.24,0.83,0,4.55,4.76,4.72,4.72,16.85,21.95,18.56,16.37,23.47,-1.38,6.7,-1.44,0.46,0.45,0.34,-0.73,-0.99,-1,-1.07,0.2,0.25 +23.12.2018,5.77,4.22,5.17,24.53,24.69,10.35,14.18,7.32,21.17,19.44,19.39,1.71,4.82,0.3,9.56,20.78,24.54,26.78,-2.12,10.12,7.94,2.29,1.11,0.91,4.3,1.11,0,0.28,1,0,5.81,5.49,5.17,5.15,19.44,24.73,26.13,26.54,34.43,-1.81,7.68,2.28,1.11,1.1,0.99,-0.01,-0.26,-0.27,-0.34,0.2,0.32 +24.12.2018,4.82,5.22,6.21,25.87,26.32,9.32,13.72,7.48,21.9,19.55,19.63,2.42,4.85,0.3,9.37,23.02,25.7,32.68,-2.14,10.24,8.02,7.03,1.54,0.82,7.71,1.54,0,0.26,0.93,0,4.77,5.48,6.21,6.23,21.38,26.26,31.94,31.95,39.88,-1.77,8.53,7.03,1.54,1.54,1.53,0.79,0.57,0.57,0.56,0.2,0.21 +25.12.2018,4.8,4.86,5.75,24.25,24.52,9.18,13.2,7.03,20.68,18.43,18.48,2.29,4.28,0.3,6.74,23.32,25.53,26.33,-1.52,7.3,5.77,0.76,0.13,0.75,0.64,0.13,0,0.16,0.85,0,4.76,5.24,5.76,5.77,21.64,24.49,26.08,26.94,32.71,-1.33,8.54,0.78,0.13,0.15,0.38,0.3,0.11,0.14,0.29,0.2,0.08 +26.12.2018,5.19,4.48,5.33,24.22,24.37,9.56,13.5,7.39,20.95,18.89,18.89,2.07,4.34,0.3,6.56,22.98,25.47,27.02,-1.5,7.15,5.73,1.52,0.93,0.74,3.63,0.73,0.2,0.14,0.85,0,5.19,5.28,5.33,5.33,21.69,24.36,27.16,29.46,35.29,-1.47,8.43,1.51,0.93,0.92,0.8,-0.08,-0.31,-0.33,-0.4,0.2,0.06 +27.12.2018,5.53,3.86,4.69,24.16,24.2,9.77,13.82,8.4,21.84,19.53,19.49,2.27,4.3,0.3,6.77,22.32,24.63,26.72,-1.51,7.22,5.71,2.09,0.87,0.75,3.36,0.74,0.14,0.14,0.87,0,5.56,5.18,4.69,4.67,21.23,24.23,26.43,27.3,33,-1.31,8.19,2.08,0.87,0.87,0.87,0.11,-0.11,-0.11,-0.11,0.2,0.06 +28.12.2018,5.68,3.93,4.77,25.29,25.3,9.93,14.32,9.16,23.08,20.59,20.54,2.46,4.61,0.3,8.25,22.33,24.91,27.14,-1.86,8.78,7,2.19,0.88,0.78,3.5,0.88,0,0.13,0.88,0,5.71,5.29,4.77,4.75,21.2,25.34,27.3,30.06,37.16,-1.84,8.19,2.19,0.88,0.88,0.88,0.13,-0.12,-0.12,-0.12,0.2,0.04 +29.12.2018,5.79,4.4,5.23,26.6,26.62,10.21,14.9,9.5,24.13,21.44,21.39,2.68,5,0.3,9.95,22.32,25.3,25.36,-2.25,10.52,8.3,0.05,0.27,0.81,0.9,0.27,0,0.13,0.87,0,5.82,5.56,5.23,5.21,21.17,26.65,25.22,27.42,35.8,-2.13,8.25,0.06,0.27,0.28,0.4,-0.03,-0.3,-0.28,-0.2,0.2,0.05 +30.12.2018,5.45,5.03,5.99,27.63,27.91,9.99,14.77,8.97,24.04,21.59,21.62,2.48,5.16,0.3,9.69,24.48,27.85,27.69,-2.18,10.38,8.05,-0.08,0.59,0.83,2.58,0.59,0,0.19,0.94,0,5.43,5.73,5.99,6,22.93,27.88,26.55,25.23,33.08,-1.65,9.06,-0.09,0.59,0.58,0.45,-0.51,-0.8,-0.82,-0.9,0.2,0.17 +31.12.2018,6.12,4.48,5.34,26.23,26.32,10.89,15.55,8.52,23.8,20.93,20.9,2.84,5.04,0.3,11.1,21.13,23.83,27.95,-2.49,11.68,9.18,4.13,1.86,0.81,5.6,1.35,0.51,0.17,0.89,0,6.14,5.87,5.34,5.33,19.77,26.35,27.69,29.58,38.77,-2.3,7.73,4.12,1.86,1.85,1.73,0.7,0.35,0.34,0.26,0.2,0.08 +01.01.2019,4.64,5.54,6.42,27.83,28.24,8.98,14.23,8.47,23.74,21.26,21.36,2.6,4.97,0.3,7.98,26.5,29.15,25.77,-1.83,8.71,6.74,-3.3,0,0.74,0,0,0,0.14,0.79,0,4.57,5.65,6.42,6.46,24.83,28.15,24.65,23.19,29.77,-1.35,9.93,-3.32,-0.02,-0.17,-0.2,-1.12,-1.42,-1.44,-1.59,0.2,0.05 +02.01.2019,5.61,4.16,5.05,25.42,25.52,9.97,14.57,8.32,22.66,20.4,20.38,2.23,4.77,0.3,8.66,22.04,24.74,28.86,-1.93,9.18,7.17,4.17,1.75,0.78,5.94,1.24,0.51,0.17,0.9,0,5.62,5.41,5.05,5.04,21.15,25.55,28.1,27.96,35.02,-1.69,8.11,4.16,1.75,1.73,1.6,0.44,0.15,0.13,0.04,0.2,0.05 +03.01.2019,5.88,3.92,4.77,25.37,25.42,10.28,14.97,8.59,23.14,20.66,20.62,2.45,4.85,0.3,9.74,21.25,23.91,27.19,-2.22,10.3,8.15,3.23,1.08,0.79,3.53,0.94,0.14,0.15,0.88,0,5.91,5.47,4.77,4.76,20.04,25.45,27.31,30.43,38.67,-2.37,7.72,3.24,1.08,1.09,1.2,0.6,0.34,0.35,0.42,0.2,0.03 +04.01.2019,5.34,4.18,5.09,26.02,26.15,9.43,14.58,8.74,23.3,20.94,20.93,2.37,4.93,0.3,9.37,22.68,25.5,25.02,-2.14,9.95,7.9,-0.53,0.38,0.77,1.43,0.38,0,0.14,0.92,0,5.34,5.32,5.09,5.08,21.24,26.15,25.22,28.6,36.63,-2.27,8.26,-0.53,0.38,0.38,0.38,-0.46,-0.74,-0.74,-0.74,0.2,0.03 +05.01.2019,5.19,4.17,5.11,25.87,26.02,9.19,14.35,8.72,23.08,20.76,20.76,2.32,4.92,0.3,9.45,22.18,25.17,27.43,-2.16,10.11,8.03,2.24,0.92,0.78,4.74,0.92,0,0.14,0.94,0,5.19,5.2,5.11,5.11,21,26.02,27.59,30.71,38.85,-2.22,8.12,2.23,0.92,0.91,0.79,-0.36,-0.65,-0.67,-0.75,0.2,0.07 +06.01.2019,5.38,4.2,5.06,26.41,26.57,9.43,14.79,9.03,23.78,21.35,21.35,2.42,5.09,0.3,10.3,22.19,24.85,29.13,-2.35,11.02,8.75,4.25,1.34,0.76,5.41,1.34,0,0.16,0.86,0,5.38,5.35,5.06,5.06,20.87,26.57,29.3,32.63,41.5,-2.42,8.12,4.25,1.34,1.34,1.33,0.37,0.09,0.09,0.08,0.2,0.04 +07.01.2019,5.2,4.43,5.35,26.79,26.93,9.25,14.62,8.86,23.63,21.44,21.44,2.22,5.15,0.3,9.8,23.1,26.45,28.6,-2.22,10.42,8.32,2.1,0.73,0.77,2.65,0.73,0,0.14,0.92,0,5.2,5.38,5.35,5.35,21.79,26.93,28.87,32.7,41.21,-2.36,8.5,2.11,0.73,0.76,0.9,0.17,-0.09,-0.07,0.03,0.2,0.05 +08.01.2019,5.45,4.87,5.91,28.77,29.07,9.79,15.26,8.88,24.31,22.88,22.87,1.46,5.64,0.3,9.79,26.12,31.48,33.67,-2.19,10.53,8.14,2.31,1.02,0.94,4.58,1.02,0,0.33,1.06,0,5.46,5.66,5.91,5.9,24.43,29.07,32.23,30.36,38.32,-1.68,9.86,2.3,1.02,1.02,0.92,-0.34,-0.63,-0.64,-0.69,0.2,0.51 +09.01.2019,6.2,5.63,6.7,33.77,34.2,10.95,18.41,11.19,29.79,27.05,27.06,2.77,6.26,0.3,10.57,31.03,35.07,43.35,-2.33,11.32,8.69,8.47,1.8,0.93,11.07,1.8,0,0.39,1.07,0,6.2,6.42,6.7,6.71,29.43,34.18,41.36,37.77,46.11,-1.67,11.73,8.45,1.8,1.78,1.55,0.03,-0.28,-0.3,-0.45,0.2,0.42 +10.01.2019,6.7,5.95,7.09,36.67,37.09,11.71,20.15,12.83,33.14,29.56,29.58,3.59,6.52,0.3,10.42,34.32,37.17,49.67,-2.29,11.1,8.66,12.58,1.61,0.93,11.34,1.61,0,0.36,1.12,0,6.69,6.86,7.09,7.09,32.74,37.07,48.47,47.38,55.84,-1.95,12.93,12.6,1.61,1.63,1.86,1.39,1.11,1.13,1.29,0.2,0.28 +11.01.2019,6.69,6.66,7.71,39.31,39.7,11.82,20.83,13.92,35.3,31.51,31.57,3.84,6.86,0.3,9.92,38.01,40.81,48.33,-2.24,10.74,8.44,7.53,1.22,0.86,7.69,1.22,0,0.23,1,0,6.65,7.22,7.71,7.73,36.2,39.64,47.65,48.22,56.59,-2.1,14.32,7.54,1.22,1.24,1.36,0.66,0.33,0.34,0.43,0.2,0.12 +12.01.2019,6.82,5.9,6.85,41,41.18,11.15,21.41,16.77,38.16,34.17,34.16,4,7.14,0.3,9.75,39.38,42.62,44.74,-2.18,10.34,8.18,2.09,0.66,0.84,3.69,0.66,0,0.21,0.96,0,6.83,6.88,6.85,6.84,38.09,41.19,44.56,46.76,55,-2.24,14.81,2.1,0.66,0.66,0.68,-0.3,-0.53,-0.53,-0.52,0.2,0.14 +13.01.2019,7.05,5.67,6.75,45.11,45.36,10.72,22.73,20.23,42.73,38.43,38.39,4.29,7.94,0.3,10.32,44,47.81,54.36,-2.27,11,8.62,6.68,1.47,0.98,9.37,1.47,0,0.32,1.11,0,7.08,6.91,6.75,6.73,42.48,45.38,53.35,53.04,61.56,-2.03,16.76,6.67,1.47,1.47,1.26,-0.17,-0.53,-0.55,-0.67,0.2,0.42 +14.01.2019,6.45,7.1,8.31,50.49,51.14,9.77,23.52,22.99,47.44,42.04,42.14,5.5,8.45,0.3,6.65,54.5,57.08,62.89,-1.31,7.5,5.87,5.98,0.93,0.94,6.59,0.93,0,0.34,1.12,0,6.38,7.36,8.31,8.35,52.53,51.03,60.79,55.76,61.23,-0.64,20.94,5.99,0.93,0.93,1.05,0.29,-0.02,-0.01,0.06,0.2,0.42 +15.01.2019,6.86,5.95,6.98,52.47,52.63,8.82,23.9,27.46,51.35,45.5,45.49,5.85,8.78,0.3,7.96,53.99,56.62,64,-1.65,8.7,6.99,7.41,1.48,0.45,7.24,1.48,0,0.16,1.03,0,6.86,6.96,6.98,6.98,52.98,52.63,63.29,63.22,70.13,-1.5,20.37,7.42,1.48,1.49,1.62,0.96,0.62,0.64,0.72,0.2,0.16 +16.01.2019,6.82,5.95,7.03,51.3,51.47,9.11,23.8,26.09,50.03,44.25,44.27,5.8,8.53,0.3,7.59,52.91,55.88,67.69,-1.48,8.2,6.64,11.87,1.85,0.41,13.46,1.85,0,0.14,1.07,0,6.81,6.94,7.03,7.04,51.94,51.46,66.92,66.47,73.02,-1.31,19.96,11.86,1.85,1.84,1.71,0.49,0.16,0.14,0.06,0.2,0.13 +17.01.2019,7.08,6.79,7.83,49.79,49.94,10.83,23.99,22.78,47.21,41.93,41.95,5.34,8.39,0.3,7.96,51.44,54.45,61.02,-1.7,8.7,7.02,6.51,0.91,0.82,5.87,0.91,0,0.11,1.02,0,7.07,7.49,7.83,7.84,49.9,49.93,60.86,62.65,69.75,-1.71,19.51,6.53,0.91,0.94,1.19,0.77,0.48,0.51,0.68,0.2,0.08 +18.01.2019,7,5.42,6.48,45.92,45.96,10.37,23.2,21.5,44.44,39.48,39.45,4.93,7.74,0.3,8.3,46.31,49.13,51.27,-1.84,8.84,7.24,2.01,1.11,0.81,5.46,1.11,0,0.14,1.08,0,7.02,6.75,6.48,6.47,44.87,46,52.26,57.74,65.26,-2.2,17.48,1.99,1.11,1.08,0.84,-0.66,-1,-1.03,-1.2,0.2,0.08 +19.01.2019,6.76,5.39,6.36,43.7,43.74,10.21,22.44,19.84,42.15,37.36,37.34,4.78,7.35,0.3,8.8,43.2,45.81,50.33,-1.97,9.43,7.69,4.42,1.09,0.81,5.85,1.09,0,0.09,0.98,0,6.77,6.61,6.36,6.35,41.79,43.76,51.3,56.93,64.91,-2.34,16.23,4.42,1.09,1.09,1.08,0.1,-0.22,-0.22,-0.23,0.2,0.02 +20.01.2019,6.33,6.08,7.05,41.86,42.06,10.3,21.27,17.33,39.1,34.74,34.79,4.42,7.07,0.3,8.2,42.08,44.79,50.01,-1.86,9.01,7.31,5.14,1,0.79,5.58,1,0,0.08,0.92,0,6.29,6.76,7.05,7.07,40.47,42.03,50.54,54.58,62.08,-2.05,15.84,5.15,1,1.01,1.12,0.4,0.1,0.11,0.18,0.2,0.01 +21.01.2019,6.18,5.11,6.04,37.12,37.17,10.09,19.45,15.37,34.85,31.08,31.09,3.77,6.32,0.3,6.88,37.51,40.21,42.67,-1.51,7.38,6.1,2.31,0.41,0.78,2.38,0.41,0,0.07,0.92,0,6.17,6.21,6.04,6.04,36.11,37.19,43.63,48.78,55.17,-1.88,14.06,2.33,0.41,0.43,0.67,0.2,-0.09,-0.07,0.08,0.2,0 +22.01.2019,5.88,3.61,4.5,30.88,30.77,9.47,17.24,13.01,29.68,26.47,26.41,3.15,5.57,0.3,9.71,27.24,29.96,34.92,-2.22,10.25,8.25,4.82,1.08,0.79,5.3,1.08,0,0.07,0.94,0,5.91,5.31,4.5,4.48,26.09,30.84,35.87,41.73,50.27,-2.59,10.08,4.83,1.08,1.09,1.2,0.47,0.15,0.16,0.23,0.2,0 +23.01.2019,5.68,3.95,4.81,29.39,29.37,9.48,16.4,11.5,27.59,24.63,24.6,2.93,5.44,0.3,10.28,25.43,28.13,32.85,-2.34,10.87,8.76,4.64,1.74,0.8,8.52,1.74,0,0.07,0.88,0,5.7,5.35,4.8,4.79,24.03,29.4,33.78,39.76,48.8,-2.7,9.27,4.61,1.73,1.69,1.33,-0.44,-0.8,-0.84,-1.08,0.2,0 +24.01.2019,5.04,3.73,4.58,24.66,24.68,8.81,14.02,8.56,22.45,20.1,20.09,2.34,4.83,0.3,10.23,19.99,22.67,26.75,-2.33,10.8,8.7,3.96,1.15,0.75,6.4,1.15,0,0.08,0.86,0,5.05,4.89,4.58,4.57,18.78,24.7,27.7,33.69,42.68,-2.7,7.15,3.95,1.15,1.13,1.01,-0.27,-0.59,-0.61,-0.69,0.2,0 +25.01.2019,5.18,2.87,3.67,21.88,21.77,8.85,13.29,7.87,20.51,18.31,18.24,2.13,4.62,0.3,10.92,15.88,18.62,21.25,-2.42,11.32,8.98,2.57,0.66,0.73,3.41,0.66,0,0.07,0.86,0,5.23,4.55,3.67,3.65,14.92,21.83,21.4,24.8,33.9,-2.48,5.58,2.58,0.66,0.67,0.79,0.04,-0.27,-0.26,-0.18,0.2,0 +26.01.2019,5.89,4.02,4.86,25.92,25.89,10.22,15.21,8.47,23.29,21.14,21.09,2.11,5.44,0.3,12.32,19.58,23.23,28.12,-2.73,12.92,10.23,4.91,1.16,0.8,6.01,1.16,0,0.11,0.89,0,5.93,5.52,4.86,4.84,18.49,25.94,27.94,30.75,41.06,-2.68,7.08,4.91,1.16,1.17,1.19,0.24,-0.06,-0.06,-0.04,0.2,0.09 +27.01.2019,6.48,5.57,6.52,31.45,31.68,11.58,17.82,9.99,27.94,24.92,24.93,3.03,6.03,0.3,12.4,26.14,29.09,36.92,-2.71,13.06,10.06,8.01,1.72,0.86,9.65,1.72,0,0.18,0.96,0,6.48,6.59,6.52,6.53,24.83,31.66,34.96,31.62,41.34,-1.95,9.71,8,1.72,1.72,1.61,0.4,0.08,0.07,0,0.2,0.15 +28.01.2019,5.88,6.04,7.06,33.52,33.83,10.72,17.74,10.84,29.19,26.37,26.43,2.89,6.12,0.3,10.19,30.82,34.13,39.01,-2.23,10.84,8.39,4.99,1.04,0.86,6.41,1.04,0,0.14,0.97,0,5.84,6.49,7.07,7.09,29.3,33.77,37.44,34.97,43.1,-1.63,11.62,4.99,1.04,1.04,1.04,0.05,-0.26,-0.26,-0.26,0.2,0.16 +29.01.2019,5.38,5.28,6.31,31.02,31.28,9.7,16.25,10.56,27.36,24.62,24.68,2.8,5.54,0.3,8.51,29.4,32.3,40,-1.89,9.21,7.32,7.7,1.34,0.81,8.88,1.34,0,0.13,0.98,0,5.34,5.93,6.32,6.34,27.86,31.24,39.66,40.98,48.3,-1.83,11.02,7.7,1.34,1.33,1.33,0.33,0.01,0.01,0.01,0.2,0.09 +30.01.2019,6.23,4.63,5.63,29.65,29.68,10.9,16.95,10.22,26.91,24.06,24.03,2.82,5.36,0.3,9.17,26.56,29.32,39.37,-2.03,9.71,7.76,10.02,1.63,0.81,11.98,1.63,0,0.1,1.02,0,6.25,5.99,5.63,5.62,25.36,29.71,39.47,42.42,50.27,-2.2,9.81,10.01,1.63,1.61,1.49,0.19,-0.14,-0.15,-0.24,0.2,0.05 +31.01.2019,5.65,5.13,6.15,30.33,30.51,10.13,16.57,10.15,27.05,24.13,24.17,2.95,5.41,0.3,8.88,28.07,30.83,38.3,-2.01,9.61,7.6,7.45,1.03,0.78,6.84,1.03,0,0.09,0.99,0,5.62,5.95,6.15,6.16,26.58,30.48,37.98,39.46,47.06,-2,10.39,7.47,1.03,1.06,1.3,0.81,0.53,0.56,0.72,0.2,0.03 +01.02.2019,6.04,4.53,5.49,28.6,28.61,10.61,16.48,9.65,25.91,23.15,23.12,2.74,5.27,0.3,9.57,25.11,27.82,33.46,-2.16,10.15,8.15,5.54,1.1,0.78,5.81,1.1,0,0.08,0.98,0,6.06,5.83,5.49,5.48,23.8,28.63,34.06,38.83,47.2,-2.52,9.2,5.55,1.1,1.12,1.25,0.52,0.22,0.24,0.32,0.2,0.01 +02.02.2019,5.59,4.6,5.47,28.91,29,9.76,16.01,9.87,25.93,23.44,23.44,2.5,5.46,0.3,10.22,25.25,28.41,29.8,-2.32,10.9,8.65,1.35,0.65,0.77,3.12,0.65,0,0.1,0.87,0,5.59,5.65,5.47,5.47,23.76,29,29.95,33.28,42.04,-2.48,9.27,1.35,0.65,0.66,0.66,-0.33,-0.64,-0.64,-0.64,0.2,0.04 +03.02.2019,6.02,4.2,5.07,28.9,28.9,10.25,16.59,10.39,26.58,23.89,23.85,2.64,5.35,0.3,9.72,25.04,27.49,30.49,-2.13,10.11,7.98,3.02,1.5,0.79,6.02,1.5,0,0.11,0.91,0,6.04,5.62,5.07,5.05,24.02,28.94,30.18,31.69,39.67,-2,9.3,3,1.5,1.47,1.23,-0.24,-0.58,-0.61,-0.77,0.2,0.05 +04.02.2019,6.23,4.41,5.32,29.5,29.5,10.68,17.14,10.59,27.31,24.25,24.21,3.02,5.48,0.3,10.64,24.89,27.45,31.61,-2.35,11.14,8.79,4.16,1.08,0.78,5.52,1.08,0,0.1,0.94,0,6.26,5.81,5.32,5.3,23.83,29.53,31.26,32.96,41.74,-2.22,9.22,4.16,1.08,1.07,1.07,0.13,-0.19,-0.19,-0.19,0.2,0.03 +05.02.2019,6.05,5.41,6.35,32.1,32.26,10.67,17.74,11.07,29.02,25.72,25.74,3.32,5.82,0.3,10.72,28.16,30.56,32.82,-2.4,11.43,8.88,2.32,0.67,0.77,3.01,0.67,0,0.09,0.92,0,6.03,6.23,6.35,6.36,26.9,32.24,31.65,30.57,39.25,-1.93,10.53,2.33,0.67,0.69,0.81,0.15,-0.15,-0.14,-0.06,0.2,0.01 +06.02.2019,6.07,5.64,6.62,32.88,33.05,10.8,18,11.18,29.48,26.22,26.25,3.29,5.82,0.3,9.54,30.15,32.64,35.98,-2.11,10.13,7.95,3.39,1.07,0.78,5.76,1.07,0,0.08,0.95,0,6.05,6.36,6.62,6.63,28.87,33.02,35.21,35.23,43.08,-1.8,11.26,3.38,1.07,1.06,0.94,-0.23,-0.56,-0.58,-0.66,0.2,0.01 +07.02.2019,5.68,5.32,6.31,32.64,32.82,9.97,17.59,11.48,29.44,26.27,26.31,3.21,5.71,0.3,8.4,31.06,33.56,35.32,-1.9,9.12,7.22,1.76,0.67,0.77,3.53,0.67,0,0.08,0.96,0,5.65,6.06,6.31,6.33,29.68,32.79,35,36.27,43.49,-1.77,11.51,1.76,0.67,0.67,0.66,-0.27,-0.58,-0.58,-0.59,0.2,0 +08.02.2019,5.37,4.63,5.59,30.56,30.68,9.21,16.47,11.27,27.87,24.95,24.96,2.94,5.39,0.3,7.96,28.91,31.47,35.4,-1.77,8.54,6.69,3.95,0.67,0.77,3.6,0.67,0,0.09,0.95,0,5.35,5.51,5.59,5.6,27.64,30.67,34.66,34.34,40.94,-1.47,10.71,3.97,0.67,0.7,0.93,0.58,0.29,0.32,0.48,0.2,0 +09.02.2019,5.67,4.61,5.59,30.21,30.3,9.81,16.55,10.78,27.34,24.63,24.63,2.71,5.3,0.3,6.63,29.7,32.51,35.69,-1.44,7.14,5.63,3.23,1.14,0.78,5.37,1.14,0,0.1,0.98,0,5.68,5.69,5.59,5.59,28.48,30.3,34.99,34.56,40.11,-1.17,11.08,3.22,1.14,1.13,1.01,-0.04,-0.37,-0.38,-0.46,0.2,0.02 +10.02.2019,6.23,4.98,6.02,32.64,32.76,10.72,17.81,11.35,29.06,26.7,26.65,2.37,6.04,0.3,8.6,31.09,35.02,41.38,-1.91,9.25,7.34,6.41,1.28,0.94,7.87,1.28,0,0.25,1.08,0,6.27,6.21,6.01,5.99,29.69,32.8,40.97,42.6,50.05,-1.93,11.67,6.41,1.28,1.3,1.24,0.28,-0.02,-0.03,-0.05,0.2,0.29 +11.02.2019,5.35,5.97,7.11,33.66,34.25,9.92,17.22,10.75,28.95,26.4,26.5,2.66,5.98,0.3,6.81,34.92,38.75,44.63,-1.53,7.74,5.98,5.99,1.23,0.93,7.18,1.23,0,0.32,1.05,0,5.28,6.28,7.11,7.15,32.99,34.16,42.98,39.75,45.44,-1.04,13.2,5.99,1.23,1.22,1.22,0.36,0.06,0.06,0.05,0.2,0.31 +12.02.2019,6.23,4.35,5.35,29.81,29.88,10.74,17.2,10.57,27.34,24.52,24.48,2.78,5.31,0.3,7.98,28.01,30.74,38.04,-1.77,8.44,6.67,7.26,1.3,0.85,6.37,1.3,0.01,0.19,1.03,0,6.25,5.85,5.35,5.34,26.68,29.93,37.68,38.85,45.5,-1.76,10.36,7.28,1.3,1.32,1.55,1.21,0.93,0.96,1.1,0.2,0.1 +13.02.2019,6.57,4.46,5.44,31.49,31.5,11.15,18.03,11.78,29.28,26.13,26.08,3.1,5.53,0.3,8.18,29.47,32.21,35.73,-1.83,8.65,6.89,3.49,1.44,0.82,6.42,1.44,0,0.14,1.02,0,6.6,6.05,5.44,5.42,28.33,31.55,35.82,38.64,45.64,-2.01,10.94,3.47,1.44,1.41,1.17,-0.17,-0.51,-0.54,-0.69,0.2,0.05 +14.02.2019,7.09,5.21,6.17,36.47,36.52,11.83,20.34,14.31,34.27,30.36,30.32,3.88,6.3,0.3,9.26,34.17,36.92,40.63,-2.08,9.87,7.78,3.73,1.12,0.82,5.02,1.12,0,0.12,0.99,0,7.12,6.72,6.16,6.15,33.06,36.54,40.25,41.75,49.52,-2.07,12.86,3.73,1.12,1.12,1.11,0.23,-0.07,-0.07,-0.08,0.2,0.03 +15.02.2019,6.39,5.66,6.63,38.06,38.25,10.63,20.08,15.14,35.44,31.38,31.41,4.07,6.58,0.3,10.01,35.66,38.44,45.91,-2.26,10.81,8.54,7.5,1.62,0.77,9.46,1.62,0,0.11,0.95,0,6.37,6.59,6.63,6.64,34.35,38.22,45.5,47.02,55.54,-2.21,13.44,7.49,1.62,1.59,1.46,0.2,-0.13,-0.14,-0.24,0.2,0.01 +16.02.2019,6.14,5.16,6.1,36.38,36.51,10.07,19.22,14.8,34.08,30.25,30.26,3.83,6.27,0.3,9.03,34.37,37.06,43.81,-1.99,9.58,7.57,6.74,1.35,0.48,7.96,1.35,0,0.11,0.93,0,6.13,6.2,6.11,6.11,33.25,36.5,43.46,44.66,52.2,-1.84,12.78,6.74,1.35,1.34,1.33,0.35,0.05,0.05,0.03,0.2,0.01 +17.02.2019,5.59,5.02,5.98,35.82,36.02,9.05,18.32,14.71,33.35,29.79,29.83,3.6,6.17,0.3,7.79,35.02,37.77,45.01,-1.73,8.5,6.84,7.22,1.4,0.43,8.28,1.4,0,0.11,0.92,0,5.56,5.9,5.98,5.99,33.93,35.99,45.08,47.47,54.39,-1.75,13.06,7.22,1.39,1.39,1.37,0.43,0.19,0.19,0.17,0.2,0.01 +18.02.2019,5.26,4.93,5.94,34.62,34.85,8.63,17.45,14.13,32.01,28.6,28.65,3.45,5.97,0.3,7.42,34.14,36.81,41.57,-1.69,8.19,6.57,4.71,1.05,0.42,5.21,1.05,0,0.11,0.96,0,5.23,5.67,5.94,5.96,32.93,34.81,41.63,43.97,50.61,-1.73,12.68,4.72,1.05,1.05,1.16,0.42,0.11,0.13,0.19,0.2,0 +19.02.2019,5.31,4.81,5.77,31.82,31.98,9.09,16.68,12.06,28.99,26.01,26.03,3.01,5.6,0.3,7.88,30.32,33.21,35.12,-1.82,8.58,6.84,1.85,0.88,0.41,3.53,0.88,0,0.11,0.93,0,5.3,5.56,5.77,5.78,29.22,31.97,35.29,38.13,45.08,-1.95,11.19,1.85,0.88,0.87,0.87,-0.17,-0.48,-0.48,-0.49,0.2,0.01 +20.02.2019,5.39,3.95,4.91,28.9,28.93,9.08,15.75,11.03,26.5,24.03,24,2.44,5.07,0.3,5.06,29.03,31.74,35.74,-1.03,5.38,4.42,3.97,1.28,0.41,6.27,1.28,0,0.12,0.98,0,5.41,5.12,4.91,4.9,28.42,28.96,35.8,37.57,42.07,-1.14,10.71,3.96,1.28,1.26,1.13,-0.18,-0.47,-0.49,-0.58,0.2,0.01 +21.02.2019,5.45,4.47,5.4,30.29,30.4,9.3,16.18,11.13,27.36,24.9,24.89,2.47,5.41,0.3,6.49,29.88,32.96,37.06,-1.47,7.17,5.8,4.07,0.93,0.42,4.45,0.93,0,0.12,0.94,0,5.46,5.51,5.4,5.39,28.82,30.4,37.22,39.76,45.69,-1.54,10.98,4.08,0.93,0.95,1.07,0.33,0.03,0.05,0.13,0.2,0.04 +22.02.2019,5.67,3.94,4.91,29.1,29.2,9.55,16.04,11.16,26.89,24.23,24.21,2.62,5.27,0.3,8.21,26.56,29.44,36.39,-1.84,8.8,6.95,6.95,1.76,0.46,7.71,1.75,0.01,0.17,0.99,0,5.69,5.35,4.91,4.9,25.75,29.23,36.02,36.98,43.9,-1.68,9.75,6.94,1.76,1.75,1.73,0.72,0.4,0.4,0.38,0.2,0.13 +23.02.2019,5.25,4.82,5.81,27.67,27.9,9.61,14.98,8.8,24.14,21.79,21.84,2.38,4.92,0.3,6.9,26.78,29.41,32.85,-1.58,7.61,6.09,3.4,1.29,0.4,4.62,1.29,0,0.13,0.95,0,5.22,5.55,5.81,5.82,25.45,27.87,32.92,35.02,41.17,-1.58,9.77,3.4,1.29,1.27,1.25,0.28,-0.04,-0.04,-0.07,0.2,0.06 +24.02.2019,4.75,2.79,3.6,20.01,20,8.33,11.96,6.34,17.88,16.47,16.43,1.36,3.91,0.3,7.28,16.95,19.62,23.05,-1.67,7.74,6.21,3.34,1.07,0.38,4.72,1.07,0,0.11,0.84,0,4.77,4.35,3.6,3.59,16.1,20.05,23.57,27.2,33.57,-1.84,5.91,3.34,1.07,1.06,1.04,0.06,-0.22,-0.22,-0.25,0.2,0.03 +25.02.2019,5.36,3.16,3.97,21.59,21.58,9.36,13.19,6.84,19.5,17.69,17.64,1.75,4.26,0.3,8.54,17.39,20.05,24.63,-1.93,9.07,7.27,4.51,0.92,0.38,5,0.92,0,0.11,0.85,0,5.4,4.82,3.97,3.95,16.77,21.62,25.12,29.07,36.51,-2.11,6.18,4.52,0.92,0.92,1.02,0.3,0,0.01,0.07,0.2,0.02 +26.02.2019,5.64,4.12,5.02,24.62,24.71,10.07,14.51,7.52,21.86,19.63,19.62,2.22,4.71,0.3,9.2,20.4,23.02,29.78,-2.05,9.81,7.69,6.82,1.93,0.38,8.28,1.93,0,0.11,0.91,0,5.65,5.46,5.02,5.01,19.71,24.72,29.01,28.94,36.52,-1.74,7.41,6.81,1.93,1.92,1.79,0.54,0.22,0.2,0.11,0.2,0.01 +27.02.2019,5.55,4.27,5.12,25.16,25.28,9.91,14.55,7.91,22.39,20.05,20.04,2.33,4.78,0.3,9.38,21.01,23.75,28.54,-2.1,10.01,7.89,4.79,1.35,0.38,5.92,1.35,0,0.12,0.85,0,5.55,5.46,5.12,5.12,20.19,25.28,28.19,29.47,37.34,-1.95,7.52,4.79,1.35,1.34,1.33,0.32,0.04,0.04,0.03,0.2,0.01 +28.02.2019,5.08,4.57,5.45,25.8,26.01,9.24,14.18,8.12,22.62,20.3,20.34,2.35,4.8,0.3,8.71,22.75,25.43,26.95,-1.97,9.38,7.33,1.54,0.79,0.4,3.17,0.79,0,0.12,0.85,0,5.05,5.37,5.45,5.46,21.64,25.98,26.18,26,33.22,-1.66,8.22,1.54,0.79,0.78,0.78,-0.23,-0.5,-0.5,-0.51,0.2,0.01 +01.03.2019,5.83,4.14,4.96,25.01,25.04,10.35,14.86,7.92,22.43,20.09,20.06,2.3,4.74,0.3,9.18,20.68,23.3,29.19,-2.02,9.65,7.55,5.95,1.42,0.52,7.97,1.42,0,0.12,0.86,0,5.86,5.5,4.96,4.95,20.08,25.07,28.44,28.36,35.81,-1.72,7.52,5.94,1.42,1.4,1.27,0,-0.29,-0.3,-0.39,0.2,0 +02.03.2019,5.54,4.42,5.27,25.56,25.68,9.95,14.69,8.03,22.67,20.3,20.29,2.37,4.85,0.3,9.39,21.59,24.15,27.6,-2.1,9.97,7.78,3.46,0.68,0.54,3.08,0.68,0,0.13,0.85,0,5.54,5.49,5.27,5.27,20.65,25.68,26.87,26.87,34.55,-1.8,7.84,3.48,0.68,0.7,0.94,0.49,0.21,0.24,0.39,0.2,0 +03.03.2019,5.71,4.02,4.81,24.93,24.96,10.05,14.57,7.92,22.18,20.17,20.14,1.97,4.8,0.3,9.06,21.01,23.95,25.37,-2.02,9.51,7.43,1.45,1.05,0.56,3.67,1.03,0.02,0.14,0.82,0,5.74,5.42,4.81,4.79,20.17,25,24.66,24.75,32.1,-1.74,7.62,1.44,1.05,1.04,0.93,-0.32,-0.6,-0.61,-0.68,0.2,0.02 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+24.09.2019,2.44,0.94,1.38,8.38,8.45,4.26,5.29,1.58,6.85,7,7,-0.16,1.87,0.3,3.73,8.43,8.43,8.45,-1.28,6.1,4.81,0.02,1.28,1.1,1.25,1.28,0,0.07,0.44,0,2.44,2.41,1.38,1.38,6.13,8.45,8.07,8.56,13.35,-1.06,2.6,0.02,1.28,1.27,1.26,0.16,-0.09,-0.09,-0.1,0.2,0 +25.09.2019,2.55,1.21,1.62,9.06,9.13,4.5,5.48,1.56,7.07,7.44,7.44,-0.37,2.15,0.3,4.68,8.49,8.51,7.96,-1.6,7.5,5.91,-0.55,0.84,1.1,1,0.84,0,0.07,0.42,0,2.55,2.59,1.62,1.62,6.14,9.13,7.63,8.78,14.71,-1.53,2.6,-0.55,0.84,0.84,0.83,-0.21,-0.46,-0.46,-0.46,0.2,0 +26.09.2019,2.93,1.45,1.84,9.37,9.44,5.23,6.08,1.51,7.52,7.53,7.53,-0.03,2.25,0.3,5.27,8.34,8.34,8,-1.65,7.78,6.12,-0.33,1.31,1.13,1.84,1.31,0,0.07,0.39,0,2.93,2.83,1.84,1.84,5.96,9.44,7.59,8.55,14.65,-1.55,2.55,-0.34,1.31,1.28,1.14,-0.09,-0.36,-0.38,-0.48,0.2,0 +27.09.2019,3.5,2.01,2.52,14.96,14.97,5.98,8.13,4.52,12.5,12.52,12.47,-0.01,3.28,0.3,6.75,12.93,14.12,13.66,-2.1,9.9,7.79,-0.41,0.92,1.31,1.56,0.92,0,0.13,0.56,0,3.54,3.43,2.52,2.5,10.99,15.01,13.19,14.72,22.59,-1.98,4.57,-0.42,0.92,0.93,0.84,-0.24,-0.5,-0.51,-0.55,0.2,0.2 +28.09.2019,4.03,1.92,2.62,16.92,17.14,6.79,9.24,5.86,14.69,14.37,14.32,0.28,3.63,0.3,7.38,15.12,16.25,18.36,-2.2,10.48,8.15,2.2,2.32,1.44,4.67,2.32,0,0.34,0.74,0,4.06,3.64,2.62,2.6,12.91,17.18,17.25,16.48,24.5,-1.8,5.49,2.18,2.32,2.31,1.99,0.47,0.18,0.15,-0.05,0.2,0.37 +29.09.2019,4.33,3.35,3.98,17.61,17.92,7.98,10.36,3.53,14.07,13.63,13.62,0.47,3.65,0.3,7.04,16.24,17.27,20.45,-2.12,10.05,7.82,3.26,2.63,1.36,4.88,2.63,0,0.32,0.64,0,4.34,4.51,3.98,3.98,14.07,17.93,19.42,18.93,26.66,-1.76,5.94,3.25,2.64,2.65,2.38,0.92,0.64,0.61,0.47,0.2,0.31 +30.09.2019,3.21,3.56,4.16,16.82,17.28,6.35,8.92,2.86,12.64,12.54,12.62,0.19,3.35,0.3,5.44,17.15,18.09,18.91,-1.93,9.12,7.04,0.91,1.83,1.3,4.32,1.83,0,0.25,0.53,0,3.15,4.06,4.16,4.19,14.8,17.22,17.71,16.21,23.07,-1.47,6.42,0.89,1.83,1.79,1.43,-0.38,-0.69,-0.73,-0.97,0.2,0.34 +01.10.2019,4.13,3.57,4.17,17.19,17.37,7.77,10.34,3.01,13.57,13.08,13.04,0.55,3.58,0.3,6.87,15.79,19.25,21.99,-1.59,7.5,6.09,2.74,2.01,1.39,6.09,2.01,0,0.28,0.63,0,4.16,4.47,4.17,4.15,13.59,17.4,22.48,26.84,33.26,-1.87,5.75,2.71,2.01,2.02,1.62,-0.16,-0.48,-0.52,-0.74,0.2,0.29 +02.10.2019,4.33,3.8,4.67,17.96,18.55,8.35,10.28,2.8,13.45,13.24,13.27,0.25,3.67,0.3,6.56,17.99,21.95,24.3,-1.59,7.51,6,2.37,2.31,1.49,7.36,2.31,0,0.49,0.84,0,4.31,4.68,4.67,4.69,15.22,18.52,24.36,26.82,32.92,-1.63,6.42,2.33,2.31,2.26,1.67,-0.49,-0.89,-0.96,-1.34,0.2,0.47 +03.10.2019,3.81,3.32,4.05,15.7,16.21,7.37,9.01,2.51,11.91,11.57,11.62,0.37,2.98,0.3,3.62,17.53,20.77,22.08,-0.88,4.37,3.55,1.3,1.68,1.33,5.11,1.68,0,0.4,0.69,0,3.78,4.2,4.05,4.07,15.13,16.17,22.09,23.53,27.15,-0.88,6.35,1.27,1.67,1.63,1.26,-0.46,-0.78,-0.83,-1.08,0.2,0.23 +04.10.2019,3.92,3.62,4.28,17.97,18.13,7.41,9.76,4.09,14.17,13.77,13.72,0.49,3.5,0.3,4.89,18.2,21.45,21.99,-1.16,5.49,4.58,0.48,1.15,1.34,3.22,1.15,0,0.27,0.7,0,3.95,4.39,4.27,4.26,16.25,18.17,22.88,28.11,33.1,-1.59,6.5,0.47,1.15,1.15,0.95,-0.41,-0.71,-0.73,-0.85,0.2,0.15 +05.10.2019,4.61,2.69,3.47,18.9,19.26,8.05,10.57,5.89,15.99,15.49,15.45,0.44,3.95,0.3,7.8,16.97,21.64,25.66,-1.8,8.58,6.62,4.13,2.94,1.47,7.75,2.94,0,0.47,0.81,0,4.64,4.15,3.46,3.45,14.93,19.29,24.4,22.56,28.97,-1.31,6.24,4.1,2.94,2.88,2.39,0.37,0.03,-0.03,-0.36,0.2,0.46 +06.10.2019,4.31,2.88,3.55,19.31,19.62,7.5,10.61,6.87,17.37,15.76,15.76,1.6,3.77,0.3,7.42,17.42,19.8,22.13,-1.71,8.06,6.42,2.3,1.58,1.25,4.27,1.58,0,0.32,0.67,0,4.31,4.18,3.55,3.55,15.51,19.62,22.13,24.41,30.89,-1.7,6.28,2.29,1.58,1.55,1.41,0.15,-0.14,-0.16,-0.26,0.2,0.12 +07.10.2019,3.95,3.24,3.9,19.74,20.03,7.05,10.38,6.62,17.27,15.78,15.82,1.51,3.77,0.3,6.78,18.03,20.4,19.16,-1.61,7.57,6.03,-1.27,0.71,0.75,1.73,0.71,0,0.19,0.63,0,3.93,4.19,3.9,3.92,16.57,20,19.16,21.34,27.42,-1.61,6.57,-1.28,0.71,0.68,0.53,-0.87,-1.11,-1.13,-1.24,0.2,0.02 +08.10.2019,4.49,2.69,3.26,20.18,20.23,7.58,11.65,6.99,18.31,16.98,16.94,1.3,3.91,0.3,6.85,17.64,20.3,19.96,-1.57,7.43,5.95,-0.35,0.94,0.36,2.06,0.94,0,0.15,0.6,0,4.52,4.2,3.26,3.24,16.8,20.26,20.09,22.77,28.85,-1.64,6.14,-0.36,0.94,0.93,0.81,-0.46,-0.76,-0.77,-0.85,0.2,0.04 +09.10.2019,4.46,3.41,3.9,20.17,20.32,7.89,11.81,5.83,17.75,16.28,16.28,1.48,3.93,0.3,7.33,17.33,19.92,19.07,-1.7,8.02,6.34,-0.85,0.71,0.31,1.75,0.68,0.04,0.15,0.49,0,4.46,4.55,3.9,3.9,16.45,20.32,18.75,20.04,26.4,-1.58,6,-0.86,0.71,0.7,0.58,-0.72,-0.9,-0.92,-1,0.2,0.01 +10.10.2019,4.68,3.43,3.92,21.27,21.43,8.16,12.98,5.7,18.65,17.36,17.35,1.3,4.11,0.3,7.06,18.8,21.94,19.89,-1.59,7.66,5.92,-1.96,0.71,0.31,1.8,0.71,0,0.17,0.5,0,4.68,4.67,3.92,3.92,18,21.43,18.7,16.92,22.66,-1.14,6.56,-1.98,0.71,0.68,0.43,-1.17,-1.45,-1.48,-1.65,0.2,0.05 +11.10.2019,4.81,2.82,3.32,20.95,21.05,8.09,13.67,6.21,19.49,17.69,17.65,1.76,4.05,0.3,7.77,17.51,20.16,20.7,-1.74,8.29,6.47,0.58,0.86,0.29,2.19,0.86,0,0.19,0.53,0,4.84,4.44,3.32,3.3,16.84,21.08,19.91,19.6,25.98,-1.44,6.13,0.58,0.86,0.85,0.84,-0.24,-0.48,-0.48,-0.49,0.2,0.04 +12.10.2019,4.52,3.24,3.77,21.41,21.56,7.75,13.25,6.36,19.56,17.64,17.63,1.92,4.1,0.3,7.99,17.84,20.22,20.48,-1.82,8.62,6.72,0.3,1.04,0.27,2.7,1.04,0,0.16,0.53,0,4.52,4.46,3.77,3.77,17.2,21.56,19.69,19.45,26.07,-1.52,6.33,0.29,1.04,1.02,0.9,-0.36,-0.61,-0.63,-0.71,0.2,0.03 +13.10.2019,4.37,3.18,3.71,20.96,21.1,7.5,13.06,5.95,19.03,17.25,17.25,1.78,4.03,0.3,7.76,17.67,20.05,19.76,-1.8,8.44,6.71,-0.32,0.9,0.26,2.21,0.9,0,0.13,0.53,0,4.37,4.38,3.71,3.71,16.89,21.09,19.81,22.42,29.23,-1.83,6.11,-0.33,0.9,0.89,0.76,-0.5,-0.75,-0.76,-0.85,0.2,0.02 +14.10.2019,3.95,3.47,4.12,19.06,19.31,7.28,11.03,4.8,16.27,14.87,14.92,1.44,3.75,0.3,7.39,16.58,19.03,19.31,-1.75,8.22,6.54,0.25,1.05,0.62,2.68,1.05,0,0.13,0.61,0,3.92,4.37,4.12,4.14,15.23,19.27,19.34,21.83,28.45,-1.77,5.91,0.24,1.05,1.03,0.9,-0.45,-0.71,-0.72,-0.81,0.2,0.01 +15.10.2019,4.07,4.17,4.85,19.52,19.86,7.91,10.93,4.22,15.85,14.55,14.63,1.37,3.71,0.3,6.49,18.42,20.86,20.5,-1.57,7.43,5.93,-0.4,0.36,0.99,0.83,0.36,0,0.13,0.61,0,4.02,4.74,4.86,4.89,16.65,19.79,20.52,22.77,28.78,-1.59,6.73,-0.39,0.36,0.36,0.46,-0.39,-0.62,-0.61,-0.55,0.2,0 +16.10.2019,4.13,3.3,3.99,18.03,18.2,7.65,10.3,3.74,14.19,14.04,14.04,0.18,3.44,0.3,4.31,18.59,22.23,21.25,-1.03,5.08,4.07,-0.98,0.48,1.07,0.98,0.48,0,0.16,0.68,0,4.13,4.33,3.99,3.99,16.85,18.2,20.96,21.78,25.89,-0.95,6.71,-0.98,0.48,0.47,0.46,-0.59,-0.8,-0.8,-0.81,0.2,0.16 +17.10.2019,4.55,2.5,3.2,16.23,16.43,8.11,10.53,3.51,13.65,13.08,13.05,0.53,3.13,0.3,4.62,16,18.6,19.07,-1.06,5.12,3.98,0.5,0.94,1.11,2.22,0.94,0,0.3,0.72,0,4.57,4.16,3.2,3.18,14.46,16.46,18.25,17.13,20.99,-0.74,5.86,0.5,0.94,0.93,0.91,-0.22,-0.46,-0.46,-0.49,0.2,0.15 +18.10.2019,4.14,2.78,3.48,16.56,16.75,7.5,9.95,3.66,13.58,13.09,13.09,0.49,3.2,0.3,4.66,16.31,19.22,20.89,-1.11,5.39,4.28,1.67,1.31,1.03,2.86,1.31,0,0.19,0.7,0,4.14,4.1,3.48,3.48,14.82,16.75,20.54,21.08,25.36,-0.98,5.95,1.67,1.31,1.31,1.29,0.21,-0.03,-0.03,-0.05,0.2,0.04 +19.10.2019,4.18,2.79,3.48,15.77,16,7.64,9.59,3.38,12.91,12.28,12.29,0.61,3,0.3,4.28,15.57,18.32,20.85,-1.01,4.92,3.9,2.53,1.67,1.07,3.5,1.67,0,0.22,0.69,0,4.17,4.1,3.48,3.48,14.26,16,20.45,20.6,24.47,-0.84,5.7,2.53,1.66,1.65,1.63,0.55,0.31,0.3,0.27,0.2,0.02 +20.10.2019,3.63,2.93,3.59,15.59,15.84,6.81,8.79,3.33,12.41,11.94,11.98,0.49,2.89,0.3,2.33,17.62,20.26,17.34,-0.62,3.11,2.56,-2.94,0.23,0.9,0.62,0.23,0,0.15,0.63,0,3.61,3.9,3.59,3.61,15.96,15.8,17.38,18.6,21.22,-0.62,6.36,-2.96,0.23,0.2,0.05,-1.33,-1.59,-1.61,-1.73,0.2,0.01 +21.10.2019,4.09,2.7,3.35,15.64,15.77,7.44,9.42,3.55,12.92,12.29,12.29,0.62,2.91,0.3,2.46,17.11,19.77,20.01,-0.6,3.14,2.6,0.22,0.82,0.95,2.56,0.82,0,0.12,0.66,0,4.09,4.04,3.35,3.35,15.74,15.77,20.03,21.39,24.07,-0.71,6.23,0.21,0.82,0.8,0.66,-0.68,-0.82,-0.84,-0.94,0.2,0 +22.10.2019,3.89,3.1,3.79,16.87,17.08,7.23,9.51,3.7,13.49,13.02,13.06,0.49,3.05,0.3,2.63,18.46,21.09,18.69,-0.69,3.42,2.72,-2.38,0.44,0.88,1.13,0.44,0,0.11,0.66,0,3.86,4.14,3.79,3.8,17.04,17.04,18.28,18.29,20.99,-0.66,6.75,-2.4,0.44,0.4,0.13,-1.5,-1.53,-1.57,-1.75,0.2,0 +23.10.2019,4.41,2.36,3,15.34,15.37,7.89,9.66,3.34,12.61,12.39,12.36,0.18,2.78,0.3,2.58,16.33,18.92,18.18,-0.61,3.11,2.57,-0.77,0.36,0.93,0.76,0.36,0,0.12,0.67,0,4.44,4.03,3,2.99,15.07,15.4,18.2,19.58,22.23,-0.76,5.88,-0.77,0.36,0.34,0.32,-0.79,-0.8,-0.8,-0.83,0.2,0.01 +24.10.2019,4.39,2.97,3.59,16.57,16.7,8,10.13,3.74,13.81,12.98,12.98,0.82,3.14,0.3,4.68,16.02,18.57,20.16,-1.12,5.39,4.26,1.59,1.05,0.95,2.49,1.05,0,0.13,0.62,0,4.39,4.31,3.59,3.59,14.68,16.7,19.8,20.31,24.56,-1.1,5.74,1.59,1.05,1.04,1.03,-0.03,-0.03,-0.03,-0.05,0.2,0 +25.10.2019,4.08,3.34,4,17.24,17.44,7.64,10,3.9,14.2,13.18,13.22,1.04,3.21,0.3,4.22,17.48,20.2,18.25,-1.03,5,3.96,-1.94,0.13,0.93,0.32,0.13,0,0.11,0.62,0,4.05,4.36,4,4.01,15.97,17.41,17.91,18.26,22.19,-1.01,6.38,-1.95,0.13,0.11,0.08,-1.05,-1.06,-1.06,-1.1,0.2,0 +26.10.2019,4.21,2.26,2.87,14.29,14.33,7.57,9.24,3.24,12.14,11.46,11.44,0.63,2.76,0.3,4.38,13.32,15.89,15.43,-1,4.86,3.7,-0.39,0.59,0.9,1.37,0.59,0,0.12,0.64,0,4.23,3.87,2.87,2.86,12.21,14.36,14.22,11.68,15.16,-0.64,4.66,-0.4,0.58,0.57,0.55,-0.52,-0.52,-0.53,-0.55,0.2,0 +27.10.2019,3.66,1.42,1.99,12.16,12.16,6.4,7.8,2.96,10.32,10.23,10.19,0.04,2.32,0.3,2.63,12.36,15.09,13.07,-0.6,3.04,2.36,-1.98,0.18,0.86,0.33,0.18,0,0.1,0.6,0,3.68,3.22,1.99,1.97,11.35,12.19,12.3,10.87,13.11,-0.42,4.22,-1.99,0.18,0.16,0.13,-0.99,-0.99,-1,-1.03,0.2,0 +28.10.2019,4.19,1.83,2.42,14.21,14.21,7.3,9.09,3.88,12.48,11.86,11.82,0.56,2.96,0.3,5.69,12.09,14.99,13.01,-1.34,6.29,4.87,-1.95,0.01,0.91,0.01,0.01,0,0.1,0.63,0,4.22,3.7,2.42,2.4,10.99,14.24,12.2,11.48,16.23,-1.15,4.14,-1.95,0,-0.04,0.01,-0.93,-0.93,-0.93,-0.94,0.2,0 +29.10.2019,4.08,1.9,2.54,14.23,14.24,7.14,9.15,4.06,12.77,11.75,11.71,0.97,3.2,0.3,7.47,10.55,13.21,12.07,-1.72,8.04,6.23,-1.1,0.49,0.87,0.9,0.49,0,0.11,0.67,0,4.11,3.63,2.54,2.52,9.46,14.28,11.25,10.72,16.82,-1.44,3.63,-1.1,0.49,0.47,0.45,-0.68,-0.68,-0.69,-0.72,0.2,0 +30.10.2019,3.86,2.28,2.91,14.85,14.96,6.85,9.02,4.18,13.09,11.95,11.94,1.12,3.3,0.3,7.84,11.36,14.08,13.46,-1.84,8.55,6.84,-0.69,0.29,0.87,0.58,0.29,0,0.12,0.63,0,3.86,3.73,2.91,2.91,9.95,14.97,13.9,17.72,24.72,-2.01,3.86,-0.68,0.29,0.28,0.36,-0.52,-0.52,-0.51,-0.47,0.2,0 +31.10.2019,4.05,3.11,3.73,17.55,17.75,7.34,10.06,4.82,15.11,13.77,13.8,1.36,3.53,0.3,7.3,15.06,17.78,18.92,-1.72,8.09,6.51,1.08,1.22,0.93,2.29,1.22,0,0.11,0.59,0,4.03,4.25,3.73,3.75,13.52,17.72,19.35,23.09,29.76,-1.89,5.36,1.07,1.22,1.2,1.18,0.1,0.1,0.09,0.07,0.2,0 +01.11.2019,4.06,3.38,4.07,19.11,19.31,7.41,10.34,5.62,16.3,14.98,15.02,1.35,3.68,0.3,6.58,17.51,20.33,22.19,-1.53,7.35,5.82,1.87,1.38,0.95,2.75,1.38,0,0.11,0.66,0,4.04,4.39,4.07,4.08,15.96,19.28,21.84,22.82,28.64,-1.4,6.34,1.87,1.38,1.38,1.37,0.37,0.36,0.36,0.36,0.2,0 +02.11.2019,4.04,3.55,4.23,19.56,19.8,7.45,10.57,5.69,16.66,15.27,15.31,1.43,3.75,0.3,6.74,18.05,20.93,21.64,-1.59,7.58,6,0.71,0.89,0.94,1.99,0.89,0,0.13,0.65,0,4.02,4.44,4.23,4.25,16.36,19.76,21.36,22.59,28.62,-1.48,6.61,0.71,0.89,0.89,0.89,-0.08,-0.08,-0.08,-0.07,0.2,0.03 +03.11.2019,3.81,3.07,3.73,17.94,18.12,6.95,9.7,5.15,15.12,14.2,14.21,0.95,3.68,0.3,7.38,15.54,18.71,15.62,-1.75,8.17,6.53,-3.13,0.05,0.93,0.14,0.05,0,0.16,0.65,0,3.81,4.11,3.73,3.73,13.95,18.11,15.89,19.26,25.98,-1.88,5.61,-3.14,0.05,0.04,-0.08,-1.4,-1.42,-1.43,-1.51,0.2,0.07 +04.11.2019,3.61,2.04,2.71,14.95,15.09,6.34,8.51,4.36,12.7,12.29,12.26,0.41,3.52,0.3,8.42,11.38,15.3,13.88,-1.94,9.12,7.2,-1.41,0.67,0.99,2.11,0.67,0,0.22,0.69,0,3.62,3.48,2.71,2.7,9.71,15.12,13.65,15.56,22.82,-1.94,3.96,-1.42,0.67,0.65,0.43,-1.14,-1.17,-1.2,-1.34,0.2,0.29 +05.11.2019,4.14,1.34,2.02,13.64,13.69,7.09,9.01,4.34,12.58,11.74,11.66,0.76,3.01,0.3,6.81,10.74,13.45,14.02,-1.5,7.13,5.71,0.55,1.14,0.98,3.6,1.14,0,0.26,0.76,0,4.19,3.38,2.02,1.99,9.36,13.76,14.11,16.66,22.47,-1.68,3.74,0.53,1.14,1.12,0.88,-0.62,-0.64,-0.67,-0.82,0.2,0.24 +06.11.2019,4.5,2.96,3.7,19.36,19.5,7.88,11.3,5.71,16.84,15.7,15.67,1.13,3.7,0.3,5.95,18.2,21.73,21.7,-1.33,6.53,5.14,0.04,0.97,0.96,3.39,0.97,0,0.18,0.75,0,4.51,4.33,3.69,3.69,16.76,19.51,20.98,20.7,25.78,-1.2,6.65,0.02,0.97,0.95,0.71,-0.9,-0.92,-0.95,-1.1,0.2,0.16 +07.11.2019,5.36,4.24,5.01,24.99,25.25,9.51,14.51,7.48,22.08,19.95,19.97,2.14,4.45,0.3,6,24.64,27.27,30.68,-1.32,6.71,5.23,3.52,1.81,0.94,6.08,1.64,0.17,0.21,0.76,0,5.36,5.45,5.01,5.02,23.24,25.23,29.47,27.43,32.47,-0.98,9.19,3.5,1.8,1.78,1.53,-0.02,-0.05,-0.08,-0.24,0.2,0.07 +08.11.2019,4.65,4.96,5.73,24.81,25.17,8.88,13.47,6.61,20.94,18.95,19.04,2.07,4.45,0.3,5.98,24.85,27.5,24.02,-1.44,6.93,5.42,-3.44,0.18,0.82,0.71,0.17,0.01,0.15,0.7,0,4.59,5.47,5.73,5.76,23.22,25.1,23.33,23.15,28.51,-1.3,9.2,-3.46,0.18,0.15,-0.1,-1.59,-1.62,-1.65,-1.82,0.2,0.01 +09.11.2019,5.47,3.73,4.46,22.31,22.37,9.76,13.57,6.1,19.41,17.89,17.86,1.5,4.02,0.3,4.6,22.47,25.29,24.6,-1.01,5.06,3.99,-0.64,0.56,0.87,2.06,0.53,0.04,0.14,0.75,0,5.49,5.25,4.46,4.45,21.3,22.4,23.91,23.28,27.21,-0.87,8.35,-0.65,0.56,0.55,0.42,-0.81,-0.82,-0.84,-0.92,0.2,0.03 +10.11.2019,5.64,3.48,4.24,21.92,21.95,9.97,13.65,6.13,19.36,17.73,17.7,1.58,3.95,0.3,5.1,21.45,24.08,23.98,-1.16,5.64,4.47,-0.09,0.83,0.84,2.52,0.71,0.11,0.13,0.8,0,5.66,5.21,4.24,4.23,20.3,21.98,23.61,24.15,28.6,-1.14,7.83,-0.1,0.83,0.8,0.67,-0.62,-0.64,-0.65,-0.75,0.2,0.01 +11.11.2019,5.6,4.04,4.77,23.37,23.48,10.02,14.11,6.58,20.57,18.61,18.6,1.95,4.23,0.3,6.44,22.1,24.69,31.73,-1.46,7.14,5.75,7.02,2.15,0.85,6.31,1.87,0.28,0.11,0.74,0,5.61,5.48,4.77,4.77,20.79,23.48,31.74,33.89,39.72,-1.52,8.13,7.03,2.15,2.16,2.26,1.42,1.43,1.44,1.51,0.2,0 +12.11.2019,5.24,3.94,4.74,23.14,23.26,9.4,13.69,6.72,20.39,18.4,18.41,1.98,4.19,0.3,6.62,21.7,24.28,29.32,-1.51,7.29,5.78,4.99,0.53,0.83,1.65,0.47,0.05,0.12,0.8,0,5.24,5.22,4.74,4.74,20.36,23.26,28.95,29.82,35.58,-1.42,8,5.03,0.53,0.58,1.17,1.46,1.53,1.6,1.98,0.2,0 +13.11.2019,4.8,4.22,4.99,22.79,23,8.85,12.82,6.26,19.45,17.74,17.78,1.75,4.07,0.3,5.31,22.75,25.4,25.39,-1.26,6.09,4.9,-0.06,0.33,0.84,0.93,0.31,0.02,0.11,0.73,0,4.77,5.15,4.99,5.01,21.32,22.97,25.46,27.54,32.53,-1.31,8.27,-0.05,0.33,0.34,0.45,-0.32,-0.31,-0.3,-0.23,0.2,0.01 +14.11.2019,4.57,3.5,4.3,19.61,19.76,8.4,11.12,5.28,16.53,15.29,15.3,1.25,3.57,0.3,4.51,19.73,22.28,26.75,-1.05,5.23,4.25,4.46,2.16,0.86,5.73,1.92,0.24,0.12,0.79,0,4.56,4.69,4.3,4.31,18.34,19.75,26.8,28.59,32.93,-1.05,7.06,4.44,2.16,2.14,2.02,0.66,0.65,0.63,0.54,0.2,0.02 +15.11.2019,4.67,3.45,4.21,20.18,20.32,8.44,11.19,6.12,17.34,15.97,15.97,1.38,3.78,0.3,5.92,19.18,21.8,26.92,-1.39,6.67,5.45,5.05,2.03,0.83,5.3,1.7,0.33,0.13,0.76,0,4.67,4.71,4.21,4.21,17.7,20.32,27.41,31.23,36.89,-1.59,6.87,5.05,2.03,2.03,2.04,0.96,0.96,0.97,0.97,0.2,0.01 +16.11.2019,3.98,4.18,5.02,20.99,21.3,7.73,10.85,5.67,17.3,15.86,15.93,1.52,3.8,0.3,5.12,21.14,24.15,24.37,-1.26,6.11,4.86,0.22,0.69,0.81,1.78,0.58,0.11,0.12,0.77,0,3.93,4.72,5.02,5.05,19.54,21.23,24.05,24.93,29.82,-1.12,7.68,0.22,0.69,0.69,0.7,-0.34,-0.34,-0.34,-0.34,0.2,0.02 +17.11.2019,4.4,2.16,2.92,15.17,15.14,7.85,9.45,4.01,12.94,12.33,12.28,0.56,3.04,0.3,5.54,13.39,16.15,14.78,-1.28,6.02,4.75,-1.38,0.56,0.82,1.38,0.47,0.09,0.12,0.8,0,4.44,3.92,2.92,2.9,12.12,15.19,14.5,15.42,20.2,-1.15,4.59,-1.39,0.56,0.54,0.42,-0.87,-0.88,-0.9,-0.98,0.2,0.02 +18.11.2019,4.96,2.11,2.79,15.41,15.32,8.71,10.25,4.2,13.66,12.74,12.66,0.84,3.14,0.3,6.15,12.57,15.22,17.55,-1.35,6.52,5.1,2.37,1.26,0.86,3.18,1.07,0.19,0.12,0.76,0,5.02,4.19,2.79,2.76,11.78,15.39,16.78,16.27,21.29,-1.11,4.43,2.37,1.26,1.26,1.26,0.25,0.25,0.25,0.25,0.2,0.03 +19.11.2019,4.5,3.39,4.13,18.82,18.91,8.19,10.7,5.02,15.79,14.71,14.7,1.1,3.67,0.3,6.44,16.82,19.41,20.19,-1.45,7.04,5.48,0.84,0.58,0.81,1.39,0.48,0.1,0.11,0.75,0,4.5,4.59,4.13,4.12,15.66,18.91,19.2,18.34,23.75,-1.24,6.08,0.85,0.58,0.59,0.72,-0.1,-0.09,-0.07,0.01,0.2,0.02 +20.11.2019,4.74,3.99,4.9,21.13,21.41,8.83,11.67,5.44,17.42,16.18,16.21,1.27,4.11,0.3,7.42,19.23,23.45,29.73,-1.72,8.41,6.54,6.38,2.62,0.93,7.05,2.18,0.44,0.18,0.88,0,4.72,5.03,4.9,4.92,17.64,21.38,28.52,26.93,33.28,-1.39,6.9,6.37,2.62,2.6,2.48,1.14,1.13,1.11,1.03,0.2,0.17 +21.11.2019,4.7,3.79,4.6,19.78,19.95,8.74,11.28,4.68,16.16,15.18,15.18,1.02,3.79,0.3,6.23,18.42,21.62,27.43,-1.4,6.83,5.38,5.83,1.99,0.86,5.74,1.66,0.33,0.16,0.8,0,4.69,4.93,4.6,4.6,17.04,19.95,26.77,26.66,32,-1.2,6.53,5.83,1.99,2.01,2.04,1.03,1.04,1.04,1.07,0.2,0.06 +22.11.2019,5.23,3.85,4.69,19.81,19.98,9.68,12.06,4.44,16.49,15.12,15.12,1.37,3.7,0.3,5.96,18.58,21.6,30.69,-1.36,6.69,5.33,9.1,2.59,0.91,9.81,2.15,0.43,0.17,0.84,0,5.24,5.22,4.69,4.69,17.24,19.98,30.36,31.03,36.36,-1.13,6.64,9.1,2.59,2.57,2.45,1.12,1.1,1.09,1.01,0.2,0.1 +23.11.2019,5.6,4.22,5.04,20.66,20.77,10.42,12.85,4.48,17.3,15.62,15.62,1.68,3.95,0.3,7.58,18.17,20.71,30,-1.74,8.32,6.57,9.27,1.77,0.84,7.7,1.49,0.28,0.11,0.82,0,5.61,5.56,5.04,5.04,16.66,20.77,29.69,30.7,37.27,-1.49,6.41,9.29,1.77,1.79,2.02,1.47,1.5,1.53,1.68,0.2,0.02 +24.11.2019,4.81,4.14,4.99,20.43,20.64,9.11,11.77,4.64,16.77,15.39,15.43,1.42,3.85,0.3,6.69,18.9,21.53,27.48,-1.57,7.49,6.06,5.86,1.37,0.78,5.72,1.12,0.25,0.11,0.81,0,4.78,5.16,4.99,5,17.35,20.61,27.99,31.64,37.88,-1.64,6.67,5.87,1.37,1.38,1.5,0.69,0.7,0.71,0.78,0.2,0.01 +25.11.2019,4.79,3.44,4.23,18.6,18.71,8.82,11.14,4.35,15.52,14.36,14.37,1.16,3.44,0.3,5.09,17.91,20.48,27.25,-1.17,5.72,4.7,6.7,1.56,0.8,6.41,1.27,0.28,0.1,0.79,0,4.78,4.83,4.23,4.23,16.58,18.71,27.74,30.99,35.88,-1.24,6.32,6.71,1.56,1.56,1.68,0.85,0.86,0.87,0.94,0.2,0 +26.11.2019,4.76,3.47,4.31,18.85,18.96,8.79,11.27,4.45,15.69,14.54,14.54,1.14,3.49,0.3,5.11,18.17,20.68,28.16,-1.17,5.78,4.68,7.44,1.79,0.81,6.87,1.51,0.28,0.11,0.84,0,4.76,4.73,4.31,4.31,16.87,18.96,28.23,30.09,34.86,-1.08,6.44,7.45,1.79,1.8,1.92,1.14,1.15,1.17,1.24,0.2,0.02 +27.11.2019,4.72,3.67,4.52,19.25,19.37,8.8,11.27,4.45,15.79,14.74,14.74,1.07,3.59,0.3,5.03,18.72,21.94,29.63,-1.15,5.75,4.62,7.67,1.56,0.81,6.13,1.39,0.17,0.12,0.85,0,4.72,4.81,4.52,4.52,17.47,19.37,29.38,30.28,34.94,-1.05,6.65,7.69,1.56,1.59,1.84,1.36,1.39,1.42,1.6,0.2,0.05 +28.11.2019,4.72,3.8,4.6,19.43,19.56,8.82,11.33,4.47,15.96,14.83,14.83,1.16,3.61,0.3,5,18.97,21.88,28.5,-1.11,5.6,4.35,6.68,1.56,0.82,6.27,1.46,0.1,0.13,0.81,0,4.72,4.91,4.6,4.6,17.71,19.56,27.4,25.52,29.72,-0.82,6.75,6.69,1.56,1.58,1.7,0.95,0.97,0.98,1.07,0.2,0.04 +29.11.2019,4.22,4.34,5.14,20.47,20.78,8.27,11.07,4.69,16.45,15.22,15.3,1.3,3.73,0.3,4.7,20.89,23.62,26.69,-1.12,5.59,4.31,3.13,0.9,0.78,3.31,0.78,0.12,0.12,0.73,0,4.17,4.9,5.14,5.17,19.39,20.72,25.48,23.15,27.25,-0.77,7.6,3.13,0.9,0.9,1.02,0.21,0.22,0.23,0.3,0.2,0.05 +30.11.2019,5.83,3.33,3.98,18,17.93,10.56,12.22,3.89,15.42,14.12,14.05,1.23,3.35,0.3,5.4,16.39,18.97,24.98,-1.19,5.79,4.6,6.01,1.81,0.8,6.15,1.5,0.31,0.11,0.71,0,5.88,5.16,3.98,3.96,15.38,17.99,24.6,25.2,29.78,-1.17,5.75,6,1.81,1.81,1.79,0.76,0.76,0.76,0.74,0.2,0.06 +01.12.2019,5.08,3.57,4.21,18.84,18.92,9.3,11.52,4.44,15.86,14.64,14.64,1.21,3.45,0.3,4.83,18.4,21.1,24.59,-1.11,5.44,4.33,3.5,1.43,0.76,4.98,1.19,0.25,0.09,0.64,0,5.08,4.98,4.21,4.21,17.08,18.93,24.24,24.8,29.11,-1.1,6.5,3.49,1.43,1.42,1.29,0,-0.01,-0.03,-0.11,0.2,0.06 +02.12.2019,4.72,4.12,4.73,19.87,20.06,8.89,11.39,4.7,16.43,15.09,15.13,1.37,3.63,0.3,4.96,19.79,22.57,25.14,-1.18,5.77,4.58,2.57,0.97,0.76,3.5,0.86,0.1,0.09,0.58,0,4.7,5.04,4.73,4.74,18.29,20.03,24.76,25.4,29.98,-1.18,7.09,2.57,0.97,0.96,0.96,-0.1,-0.1,-0.1,-0.11,0.2,0.05 +03.12.2019,5.02,3.22,3.92,17.91,17.92,9.13,11.24,4.31,15.22,14.04,14.01,1.15,3.32,0.3,4.9,17.09,19.72,24.79,-1.11,5.43,4.4,5.04,1.35,0.79,5.57,1.35,0,0.1,0.72,0,5.04,4.71,3.92,3.9,15.85,17.95,24.84,26.88,31.37,-1.27,6.1,5.03,1.35,1.35,1.34,0.31,0.31,0.31,0.3,0.2,0.05 +04.12.2019,4.83,3.48,4.28,18.76,18.86,8.89,11.21,4.58,15.72,14.49,14.49,1.23,3.44,0.3,4.82,18.25,20.91,26.23,-1.11,5.46,4.35,5.32,1.4,0.79,5.82,1.4,0,0.1,0.8,0,4.83,4.75,4.28,4.28,17,18.86,25.86,26.44,30.78,-1.1,6.43,5.32,1.4,1.4,1.39,0.36,0.36,0.36,0.35,0.2,0.04 +05.12.2019,4.13,2.95,3.67,17.39,17.52,7.5,9.96,4.79,14.76,13.72,13.72,1.04,3.23,0.3,4.51,17.12,19.86,26.13,-1.05,5.18,4.21,6.24,1.6,0.8,6.6,1.6,0,0.11,0.71,0,4.12,4.14,3.67,3.67,15.76,17.51,26.17,28.06,32.34,-1.2,5.93,6.24,1.6,1.6,1.59,0.52,0.51,0.51,0.5,0.2,0.03 +06.12.2019,3.94,3.1,3.82,17.58,17.69,7.25,9.48,4.69,14.33,13.76,13.76,0.6,3.35,0.3,4.52,17.37,20.92,27.08,-1.05,5.25,4.15,6.2,1.58,0.82,6.18,1.44,0.14,0.12,0.72,0,3.95,4.14,3.82,3.82,16.05,17.69,26.46,26.3,30.44,-0.97,6.07,6.2,1.58,1.6,1.62,0.65,0.65,0.66,0.69,0.2,0.07 +07.12.2019,4.03,3.57,4.38,18.62,18.91,7.62,9.92,4.74,15.02,14.19,14.22,0.87,3.46,0.3,3.98,19.48,22.75,30.31,-0.92,4.82,3.83,7.62,2.06,0.86,9.29,1.71,0.35,0.2,0.78,0,4.01,4.38,4.38,4.39,17.94,18.88,29.53,28.58,32.31,-0.76,6.93,7.6,2.05,2.04,1.81,0.33,0.3,0.28,0.13,0.2,0.13 +08.12.2019,4.6,2.77,3.53,16.83,16.94,8.31,10.07,4.24,14,13.35,13.31,0.62,3.14,0.3,3.62,17.25,19.93,28.33,-0.77,4.09,3.24,8.45,2.15,0.84,11.03,1.79,0.36,0.2,0.79,0,4.63,4.31,3.53,3.52,15.98,16.98,27.56,26.45,29.6,-0.61,6.01,8.42,2.15,2.12,1.77,0.05,0.01,-0.03,-0.25,0.2,0.14 +09.12.2019,4.3,3.01,3.76,18.25,18.4,7.75,10.05,5.3,15.35,14.5,14.5,0.85,3.42,0.3,4.22,18.57,21.7,27.19,-0.98,4.9,3.93,5.52,1.6,0.8,8.79,1.34,0.26,0.16,0.75,0,4.31,4.31,3.75,3.75,17.12,18.4,26.87,27.43,31.38,-0.93,6.6,5.49,1.6,1.56,1.21,-0.61,-0.65,-0.69,-0.92,0.2,0.09 +10.12.2019,4.74,3.31,4.09,19.6,19.74,8.55,11.11,5.76,16.79,15.51,15.51,1.27,3.61,0.3,5.04,19.15,21.89,30.72,-1.16,5.81,4.64,8.85,1.96,0.77,9.86,1.77,0.2,0.15,0.79,0,4.75,4.66,4.09,4.09,17.84,19.74,30.33,30.75,35.37,-0.99,6.86,8.84,1.96,1.95,1.82,0.49,0.47,0.46,0.37,0.2,0.09 +11.12.2019,5.05,3.1,3.81,19.17,19.24,8.99,11.28,5.99,16.9,15.42,15.38,1.44,3.73,0.3,6.97,16.68,19.34,31.15,-1.57,7.56,6,11.79,2.01,0.79,9.62,1.83,0.18,0.16,0.74,0,5.08,4.68,3.81,3.8,15.51,19.27,30.84,31.93,37.94,-1.43,6.15,11.81,2.01,2.03,2.26,1.74,1.77,1.8,1.95,0.2,0.04 +12.12.2019,4.45,3.09,3.85,18.89,19.02,7.98,10.45,5.99,16.4,15.05,15.04,1.34,3.6,0.3,6.32,17.11,20.09,28.57,-1.45,7,5.55,8.46,1.55,0.79,7.81,1.48,0.07,0.14,0.76,0,4.45,4.4,3.85,3.85,15.83,19.03,28.21,29.08,34.62,-1.39,6.7,8.47,1.55,1.56,1.67,0.83,0.84,0.86,0.93,0.2,0.04 +13.12.2019,4.57,3.27,4.03,18.91,19.07,8.27,10.75,5.64,16.38,14.89,14.89,1.49,3.69,0.3,7.15,16.59,19.29,26.22,-1.68,7.89,6.37,6.87,1.51,0.79,7.28,1.5,0.01,0.15,0.76,0,4.57,4.54,4.03,4.03,15.14,19.07,26.71,30.63,37.19,-1.9,6.4,6.86,1.51,1.5,1.5,0.43,0.43,0.43,0.42,0.2,0.03 +14.12.2019,4.11,3.96,4.7,21.11,21.36,7.68,10.63,6.16,17.31,16.36,16.39,1.02,4.06,0.3,6.65,19.86,23.36,26.71,-1.58,7.55,6,3.35,0.94,0.8,4.13,0.94,0,0.17,0.72,0,4.09,4.67,4.71,4.72,18.32,21.34,26.51,28.13,34.21,-1.5,7.75,3.35,0.94,0.94,0.95,-0.05,-0.05,-0.04,-0.04,0.2,0.14 +15.12.2019,5.14,2.7,3.3,18.22,18.29,9,10.9,5.53,15.79,15.02,14.95,0.71,3.55,0.3,5.98,16.42,19.48,27.61,-1.29,6.36,5,8.18,1.84,0.86,9.12,1.84,0,0.25,0.66,0,5.19,4.53,3.3,3.27,15.34,18.35,26.88,26.27,31.19,-0.99,6.53,8.17,1.84,1.83,1.72,0.47,0.46,0.44,0.37,0.2,0.24 +16.12.2019,4.92,3.53,4.09,19.79,19.99,8.81,11.3,5.95,17.21,15.71,15.71,1.49,3.87,0.3,7.43,17.5,20.12,30.22,-1.67,8.07,6.39,10.11,1.91,0.81,11.1,1.9,0.01,0.2,0.56,0,4.92,4.86,4.09,4.09,15.96,19.99,29.85,30.9,37.29,-1.52,6.8,10.11,1.91,1.9,1.77,0.47,0.46,0.45,0.37,0.2,0.11 +17.12.2019,5.03,3.72,4.3,20.52,20.66,9.05,11.74,6.07,17.78,16.22,16.22,1.55,3.99,0.3,7.69,17.67,20.16,32.49,-1.71,8.3,6.51,12.36,1.78,0.79,10.23,1.78,0,0.15,0.58,0,5.04,5,4.3,4.3,16.48,20.66,31.71,31.4,37.81,-1.42,7.06,12.37,1.78,1.8,2.04,1.56,1.59,1.62,1.77,0.2,0.04 +18.12.2019,4.71,4.19,4.76,20.63,20.85,8.77,11.48,5.59,17.45,15.81,15.85,1.68,3.83,0.3,6.6,19.1,21.84,27.74,-1.53,7.32,5.8,5.85,0.76,0.76,3.77,0.76,0,0.12,0.53,0,4.68,5.07,4.76,4.78,17.65,20.82,27.39,28.35,34.14,-1.42,7.47,5.88,0.76,0.8,1.16,0.97,1.01,1.05,1.29,0.2,0.02 +19.12.2019,5.37,4.2,4.73,20.64,20.79,9.87,12.35,5.47,17.87,15.89,15.9,1.98,4.09,0.3,8.88,16.91,19.63,25.02,-2.07,9.67,7.68,5.35,1.28,0.79,5.92,1.28,0,0.14,0.53,0,5.37,5.43,4.73,4.74,15.52,20.78,25.08,27.96,35.72,-2.12,6.33,5.35,1.28,1.27,1.27,0.29,0.29,0.29,0.28,0.2,0.02 +20.12.2019,4.9,4.72,5.27,21.76,21.99,9.3,12.12,5.67,18.31,16.44,16.48,1.93,4.28,0.3,8.87,18.43,21.17,23.1,-2.07,9.68,7.71,1.9,0.85,0.78,3.79,0.85,0,0.13,0.51,0,4.88,5.43,5.27,5.28,16.95,21.96,23.25,26.54,34.39,-2.17,6.66,1.89,0.85,0.85,0.73,-0.47,-0.49,-0.5,-0.57,0.2,0.02 +21.12.2019,5.13,4.04,4.63,20.27,20.48,9.47,11.82,5.24,17.08,15.64,15.64,1.44,3.83,0.3,6.61,18.6,22,26.7,-1.47,7.14,5.67,4.73,1.54,0.84,7.1,1.54,0,0.2,0.59,0,5.13,5.16,4.63,4.63,17.22,20.48,26.35,27.2,32.87,-1.35,6.72,4.71,1.54,1.51,1.27,-0.21,-0.24,-0.27,-0.43,0.2,0.11 +22.12.2019,5.34,4.14,4.67,20.23,20.41,9.85,12.04,5.22,17.25,15.55,15.55,1.69,3.86,0.3,7.4,17.84,20.24,23.19,-1.72,8.12,6.47,2.93,1.24,0.8,5.59,1.24,0,0.18,0.54,0,5.34,5.31,4.67,4.68,16.41,20.41,23.27,25.78,32.34,-1.77,6.37,2.91,1.24,1.21,0.96,-0.49,-0.52,-0.55,-0.72,0.2,0.05 +23.12.2019,4.76,4.34,4.91,20.52,20.75,8.99,11.45,5.26,17.09,15.55,15.58,1.58,3.83,0.3,6.55,18.95,21.7,25.36,-1.52,7.32,5.81,3.66,0.93,0.76,4.48,0.93,0,0.14,0.55,0,4.73,5.13,4.92,4.93,17.58,20.72,25.02,26.03,31.84,-1.42,6.95,3.66,0.93,0.93,0.93,0,0,0,0,0.2,0.06 +24.12.2019,5.32,3.75,4.27,19.02,19.07,9.72,11.54,4.83,16.08,14.8,14.77,1.26,3.69,0.3,6.81,16.54,19.32,24.66,-1.52,7.32,5.73,5.38,1.09,0.79,5.93,1.09,0,0.14,0.55,0,5.34,5.06,4.27,4.26,15.45,19.1,23.97,23.7,29.36,-1.27,5.97,5.38,1.09,1.09,1.09,0.24,0.24,0.24,0.25,0.2,0.06 +25.12.2019,5.05,4.68,5.22,21.05,21.3,9.6,11.99,5.33,17.64,15.78,15.81,1.89,3.98,0.3,7.57,18.68,20.9,27.07,-1.74,8.37,6.55,6.22,1.26,0.77,7.66,1.26,0,0.16,0.51,0,5.03,5.35,5.22,5.23,17.27,21.27,26.34,26.19,32.66,-1.48,6.81,6.21,1.26,1.25,1.12,0.05,0.04,0.02,-0.06,0.2,0.1 +26.12.2019,5.24,4.4,4.93,20.37,20.52,9.83,11.98,5.11,17.14,15.43,15.43,1.72,3.89,0.3,7.52,17.74,20,27.03,-1.7,8.15,6.46,7.04,1.5,0.73,8.17,1.5,0,0.15,0.53,0,5.24,5.3,4.93,4.94,16.44,20.52,26.77,28.18,34.66,-1.63,6.41,7.03,1.5,1.49,1.37,0.32,0.31,0.29,0.21,0.2,0.07 +27.12.2019,5.22,4.17,4.72,19.91,20.11,9.73,11.8,4.97,16.75,15.19,15.19,1.55,3.75,0.3,6.61,18.01,20.39,27.68,-1.48,7.2,5.63,7.31,1.1,0.75,4.91,1.1,0,0.2,0.55,0,5.22,5.2,4.72,4.72,16.78,20.11,26.95,26.37,31.9,-1.2,6.58,7.33,1.1,1.13,1.48,1.37,1.41,1.45,1.68,0.2,0.08 +28.12.2019,5.27,4.21,4.72,19.7,19.86,9.83,11.79,4.86,16.6,14.98,14.98,1.61,3.66,0.3,6.41,17.88,20.09,24,-1.47,7.02,5.54,3.88,0.42,0.71,2.2,0.42,0,0.15,0.51,0,5.27,5.22,4.72,4.72,16.65,19.85,23.69,24.45,29.97,-1.35,6.48,3.91,0.42,0.44,0.79,0.7,0.74,0.78,1,0.2,0.04 +29.12.2019,5.89,3.94,4.48,20,20.02,10.71,12.88,4.95,17.38,15.58,15.54,1.76,3.81,0.3,7.48,16.83,19.07,22.06,-1.72,8.05,6.4,2.93,0.5,0.71,2.25,0.5,0,0.13,0.57,0,5.91,5.44,4.48,4.46,15.87,20.06,22.16,24.6,31.08,-1.76,6.07,2.95,0.5,0.52,0.74,0.35,0.37,0.4,0.54,0.2,0.02 +30.12.2019,5.52,4.12,4.62,20.79,20.9,10.09,12.85,5.32,18.08,16.17,16.17,1.89,3.95,0.3,7.74,17.82,20.13,25.01,-1.77,8.39,6.69,4.86,1.44,0.72,6.43,1.44,0,0.12,0.5,0,5.52,5.42,4.62,4.62,16.64,20.9,25.1,27.55,34.31,-1.81,6.43,4.85,1.44,1.42,1.28,0.03,0.02,0,-0.1,0.2,0.01 +31.12.2019,4.74,4.25,4.77,20.5,20.7,8.89,11.46,5.32,17.13,15.68,15.72,1.49,3.72,0.3,5.4,20.02,22.57,22,-1.26,6.05,4.8,-0.56,0.44,0.67,1.79,0.44,0,0.1,0.48,0,4.71,5.07,4.77,4.78,18.56,20.67,21.68,22.33,27.12,-1.15,7.27,-0.57,0.44,0.43,0.3,-0.85,-0.87,-0.88,-0.97,0.2,0.01 +01.01.2020,5.7,3.9,4.35,20.69,20.71,10.26,12.89,5.87,18.39,16.4,16.36,1.96,3.88,0.3,7.48,17.5,19.75,25,-1.69,8.07,6.37,5.26,1.51,0.72,6.58,1.51,0,0.11,0.48,0,5.73,5.35,4.35,4.34,16.62,20.74,24.68,25.83,32.2,-1.59,6.33,5.25,1.51,1.49,1.37,0.17,0.15,0.14,0.05,0.2,0.01 +02.01.2020,5.59,3.7,4.14,20.78,20.79,9.95,12.98,6.07,18.62,16.7,16.66,1.87,3.95,0.3,7.71,17.5,19.77,22.99,-1.72,8.18,6.38,3.26,1.21,0.7,4.87,1.21,0,0.12,0.47,0,5.62,5.17,4.14,4.12,16.54,20.82,22.23,21.97,28.25,-1.5,6.3,3.25,1.21,1.2,1.07,-0.13,-0.14,-0.16,-0.24,0.2,0.01 +03.01.2020,5.14,4.33,4.81,22.26,22.39,9.37,12.75,6.3,19.15,17.47,17.46,1.7,4.29,0.3,8.13,19.32,22.37,23.38,-1.88,8.86,7.01,1.01,0.53,0.75,2.17,0.53,0,0.13,0.48,0,5.15,5.26,4.8,4.8,18.07,22.39,23.17,25.12,32.2,-1.94,6.95,1.01,0.53,0.54,0.55,-0.42,-0.42,-0.42,-0.41,0.2,0.05 +04.01.2020,4.85,4.83,5.42,23.75,24.07,9.1,12.78,6.48,19.78,18.27,18.31,1.57,4.57,0.3,8.24,21.39,25.12,29.56,-1.91,9.21,7.08,4.56,1.21,0.8,6.06,1.21,0,0.24,0.56,0,4.83,5.39,5.42,5.43,19.96,24.04,28.02,25.45,32.28,-1.44,7.84,4.55,1.21,1.21,1.1,-0.14,-0.16,-0.17,-0.23,0.2,0.2 +05.01.2020,6.37,3.9,4.41,22.29,22.36,11.29,14.28,6.41,19.98,17.99,17.92,1.91,4.27,0.3,8.43,18.94,21.63,32.3,-1.83,8.8,6.97,10.71,2.83,0.82,13.92,2.83,0,0.25,0.57,0,6.43,5.69,4.41,4.38,17.67,22.42,31.98,33.32,40.28,-1.83,6.79,10.68,2.83,2.78,2.29,0.22,0.16,0.1,-0.22,0.2,0.17 +06.01.2020,5.4,5.21,5.8,25.6,25.94,10.05,14.27,7.24,22.11,19.71,19.77,2.47,4.68,0.3,8.54,23.18,25.75,35.66,-1.98,9.47,7.49,9.92,1.62,0.77,9.25,1.62,0,0.17,0.54,0,5.35,5.96,5.8,5.82,21.66,25.88,35.3,36.78,44.27,-1.98,8.58,9.93,1.62,1.63,1.75,0.97,0.98,1,1.07,0.2,0.05 +07.01.2020,5.45,4.52,5.07,23.42,23.57,9.95,13.55,6.66,20.3,18.33,18.34,1.98,4.19,0.3,6.38,22.14,24.8,35.33,-1.4,6.92,5.61,10.47,1.41,0.76,8.99,1.41,0,0.14,0.54,0,5.44,5.55,5.08,5.08,20.94,23.57,35.4,37.81,43.52,-1.57,8.3,10.49,1.41,1.43,1.68,1.2,1.23,1.26,1.42,0.2,0.02 +08.01.2020,4.97,4.74,5.34,24.01,24.24,9.25,13.2,6.86,20.51,18.61,18.64,1.96,4.33,0.3,6.34,23.03,25.66,33.05,-1.47,7.14,5.69,7.36,1.07,0.74,6.14,0.98,0.1,0.14,0.58,0,4.95,5.43,5.35,5.36,21.78,24.21,32.79,34.23,39.97,-1.53,8.5,7.38,1.07,1.1,1.35,0.94,0.97,1,1.16,0.2,0.02 +09.01.2020,5.33,4.08,4.7,22.74,22.83,9.61,13.2,6.56,19.66,18.09,18.05,1.58,4.2,0.3,6.28,21.64,25.1,32.9,-1.41,6.88,5.59,7.75,1.3,0.81,7.37,1.25,0.05,0.18,0.65,0,5.36,5.29,4.7,4.69,20.25,22.86,33.15,36.33,42.11,-1.68,7.92,7.76,1.3,1.33,1.47,0.72,0.74,0.76,0.86,0.2,0.07 +10.01.2020,5.38,4.89,5.64,25.09,25.41,10,13.9,6.84,21.04,19.41,19.44,1.66,4.58,0.3,6.32,24.77,28.31,33.79,-1.47,7.22,5.67,5.53,1.2,0.88,7.36,1.2,0,0.25,0.72,0,5.37,5.67,5.64,5.65,23.22,25.39,33.03,32.72,38.3,-1.32,9.28,5.52,1.2,1.2,1.09,-0.17,-0.18,-0.19,-0.26,0.2,0.18 +11.01.2020,5.96,4.92,5.52,25.22,25.45,10.91,15,6.87,21.86,19.69,19.69,2.17,4.48,0.3,6.46,24.45,27.05,32.56,-1.46,7.12,5.66,5.51,1.14,0.8,6.6,1.14,0,0.23,0.6,0,5.96,5.96,5.52,5.52,23,25.45,32.19,33.12,38.77,-1.45,9.06,5.51,1.14,1.14,1.13,0.08,0.08,0.08,0.08,0.2,0.14 +12.01.2020,6.2,4.41,4.93,25.34,25.43,10.97,15.51,7.59,22.7,20.47,20.44,2.19,4.59,0.3,7.46,23.13,25.68,28.99,-1.68,7.99,6.23,3.32,0.76,0.76,3.72,0.76,0,0.18,0.55,0,6.22,5.82,4.93,4.91,22.06,25.46,28.2,27.89,34.02,-1.5,8.54,3.33,0.76,0.77,0.88,0.08,0.09,0.11,0.18,0.2,0.02 +13.01.2020,5.64,4.4,4.9,26.74,26.87,9.79,15.41,9.2,24.51,21.86,21.85,2.64,4.77,0.3,7.95,24.25,26.96,30,-1.81,8.6,6.79,3.04,0.84,0.76,4.36,0.84,0,0.14,0.51,0,5.65,5.55,4.9,4.9,23.21,26.88,29.61,30.88,37.67,-1.8,9.08,3.04,0.84,0.84,0.84,-0.23,-0.23,-0.23,-0.23,0.2,0.01 +14.01.2020,5.57,3.8,4.27,26.28,26.33,9.33,15.28,9.92,24.82,22.07,22.03,2.71,4.66,0.3,7.76,23.94,26.54,30,-1.73,8.25,6.51,3.47,1.11,0.77,5.62,1.11,0,0.14,0.5,0,5.59,5.2,4.27,4.26,22.73,26.36,29.61,30.66,37.16,-1.58,8.83,3.46,1.11,1.1,0.97,-0.33,-0.35,-0.36,-0.45,0.2,0 +15.01.2020,5.31,4.2,4.69,27.05,27.19,8.99,15.17,10.04,25.14,22.37,22.36,2.77,4.8,0.3,7.94,24.86,27.54,30.02,-1.82,8.61,6.87,2.43,0.66,0.78,3.01,0.66,0,0.14,0.5,0,5.31,5.22,4.69,4.69,23.57,27.19,30.06,32.53,39.49,-1.77,9.22,2.44,0.66,0.67,0.78,-0.01,0,0.02,0.09,0.2,0 +16.01.2020,4.95,4.57,5.09,27.62,27.86,8.52,14.94,10.04,25.31,22.48,22.51,2.87,4.88,0.3,8.03,25.63,28.34,32,-1.85,8.83,6.98,3.67,1.12,0.75,5.88,1.12,0,0.14,0.49,0,4.92,5.26,5.09,5.11,24.26,27.83,31.6,32.69,39.66,-1.62,9.55,3.66,1.12,1.1,0.97,-0.36,-0.37,-0.39,-0.47,0.2,0 +17.01.2020,5.11,4.13,4.64,26.82,26.97,8.64,14.85,9.97,24.86,22.17,22.18,2.69,4.8,0.3,8.13,24.51,27.3,31.08,-1.86,8.82,7.04,3.74,1.05,0.76,5.01,1.05,0,0.13,0.5,0,5.1,5.14,4.64,4.64,23.17,26.96,31.12,33.67,40.79,-1.83,9.04,3.74,1.05,1.04,1.04,-0.03,-0.03,-0.03,-0.04,0.2,0.01 +18.01.2020,4.46,4.14,4.68,26.06,26.29,7.62,13.79,9.56,23.75,21.32,21.36,2.47,4.63,0.3,7.2,24.74,27.51,26.02,-1.69,7.97,6.36,-1.54,0,0.71,0,0,0,0.12,0.51,0,4.43,4.84,4.68,4.7,23.28,26.26,26.09,28.53,34.97,-1.69,9.17,-1.54,0,-0.01,0.08,-0.77,-0.76,-0.75,-0.71,0.2,0.01 +19.01.2020,4.7,3.68,4.25,25.39,25.51,7.87,13.81,9.57,23.39,21.14,21.14,2.25,4.52,0.3,6.59,24.19,27.04,27.02,-1.51,7.23,5.8,-0.04,0.65,0.72,2.68,0.65,0,0.12,0.56,0,4.7,4.72,4.25,4.25,22.97,25.51,27.05,29.3,35.19,-1.51,9.04,-0.05,0.64,0.63,0.5,-0.85,-0.86,-0.88,-0.96,0.2,0.01 +20.01.2020,4.89,3.88,4.38,24.32,24.45,8.47,13.66,8.37,22.07,19.93,19.94,2.15,4.33,0.3,6.28,23.07,25.82,26.5,-1.43,6.91,5.48,0.68,0.64,0.74,2.43,0.64,0,0.11,0.5,0,4.89,4.92,4.38,4.38,22.02,24.44,26.09,26.81,32.27,-1.26,8.57,0.68,0.64,0.63,0.63,-0.43,-0.44,-0.44,-0.45,0.2,0 +21.01.2020,4.58,3.64,4.17,22,22.12,8.08,12.41,7.1,19.57,17.82,17.82,1.76,3.91,0.3,4.9,22.01,24.76,24.65,-1.12,5.51,4.38,-0.12,0.28,0.73,0.99,0.28,0,0.11,0.52,0,4.57,4.63,4.17,4.17,20.66,22.12,24.23,24.65,29.02,-0.99,8.15,-0.11,0.28,0.28,0.39,-0.41,-0.4,-0.38,-0.31,0.2,0 +22.01.2020,4.23,3.42,3.95,19.65,19.78,7.63,10.77,6.23,17.12,15.68,15.69,1.45,3.58,0.3,5.05,19.01,21.8,22.24,-1.2,5.75,4.63,0.4,0.62,0.73,2.18,0.62,0,0.11,0.53,0,4.22,4.35,3.95,3.96,17.85,19.78,22.27,24.31,29.03,-1.26,6.92,0.4,0.62,0.61,0.61,-0.44,-0.44,-0.44,-0.44,0.2,0 +23.01.2020,4.88,3.16,3.7,19.06,19.1,8.67,11.1,6.19,16.94,15.4,15.37,1.5,3.67,0.3,6.93,16.5,19.07,23.02,-1.57,7.5,5.85,4,1.63,0.77,6.85,1.63,0,0.13,0.57,0,4.91,4.54,3.7,3.69,15.34,19.13,22.2,21.75,27.5,-1.31,5.97,3.99,1.62,1.6,1.35,-0.21,-0.24,-0.27,-0.43,0.2,0 +24.01.2020,4.71,3.63,4.2,18.7,18.82,8.66,11.01,5.05,16.07,14.49,14.5,1.57,3.7,0.3,7.69,15.46,18.2,23.71,-1.75,8.36,6.53,5.54,1.4,0.75,5.52,1.4,0,0.12,0.57,0,4.71,4.7,4.2,4.2,14.36,18.82,22.88,22.64,29.07,-1.54,5.63,5.55,1.4,1.41,1.53,0.74,0.75,0.77,0.84,0.2,0 +25.01.2020,4.79,3.11,3.61,16.53,16.56,8.69,10.46,4.19,14.33,12.97,12.94,1.33,3.43,0.3,7.66,12.85,15.54,17.82,-1.74,8.16,6.42,2.25,0.71,0.74,2.85,0.71,0,0.11,0.53,0,4.81,4.47,3.61,3.6,11.82,16.59,17.47,18.75,25.17,-1.74,4.55,2.26,0.71,0.72,0.84,0.08,0.09,0.11,0.19,0.2,0 +26.01.2020,4.46,3.34,3.83,16.99,17.11,8.17,10.16,4.34,14.47,13.17,13.16,1.3,3.54,0.3,7.9,13.41,16.19,17.09,-1.83,8.56,6.73,0.9,0.65,0.71,2.63,0.65,0,0.12,0.49,0,4.46,4.42,3.83,3.83,12.27,17.11,16.7,18.04,24.77,-1.83,4.77,0.9,0.65,0.65,0.65,-0.4,-0.4,-0.4,-0.4,0.2,0 +27.01.2020,4.55,3.51,4,17.59,17.72,8.35,10.42,4.46,14.9,13.59,13.59,1.31,3.63,0.3,7.88,14.06,16.83,17,-1.8,8.42,6.64,0.17,0.52,0.73,1.96,0.52,0,0.13,0.49,0,4.55,4.58,4,3.99,12.98,17.72,16.73,18.54,25.25,-1.86,4.99,0.17,0.52,0.52,0.53,-0.51,-0.51,-0.51,-0.5,0.2,0 +28.01.2020,4.74,3.79,4.47,19.59,19.75,8.72,11.01,4.88,15.92,15.2,15.15,0.76,4.23,0.3,9.26,15.75,20.34,23.15,-2.05,9.71,7.61,2.86,1.06,0.88,4.82,1.06,0,0.28,0.72,0,4.77,4.86,4.47,4.45,14.23,19.79,22.49,23.29,30.88,-1.97,5.66,2.86,1.06,1.07,0.98,-0.24,-0.25,-0.26,-0.3,0.2,0.26 +29.01.2020,5.4,4.06,4.81,21.44,21.86,9.85,12.34,5.49,17.72,16.65,16.64,1.06,4.16,0.3,7.24,19.65,23.2,32.11,-1.5,7.53,5.73,9.07,1.93,0.92,10.42,1.93,0,0.45,0.76,0,5.41,5.29,4.81,4.8,18.29,21.87,30.06,25.57,30.94,-0.87,7.35,9.06,1.93,1.92,1.8,0.51,0.5,0.48,0.41,0.2,0.46 +30.01.2020,5.98,4.91,5.63,24,24.3,11.04,14.09,5.9,20,18.38,18.37,1.63,4.57,0.3,8.14,21.75,24.83,36,-1.78,8.64,6.71,11.25,1.54,0.88,11.91,1.54,0,0.31,0.73,0,5.99,6,5.63,5.63,20.25,24.3,34.82,33.44,39.98,-1.47,8.02,11.25,1.54,1.55,1.56,0.55,0.56,0.56,0.57,0.2,0.18 +31.01.2020,5.43,5.63,6.32,25.86,26.28,10.41,14.35,6.46,21.49,19.43,19.5,2.13,4.69,0.3,7.54,24.45,27.35,37.28,-1.71,8.26,6.48,9.97,1.47,0.83,10.81,1.47,0,0.24,0.64,0,5.38,6.08,6.33,6.35,23,26.22,36.48,36.24,42.62,-1.54,9.11,9.97,1.47,1.47,1.47,0.46,0.46,0.46,0.46,0.2,0.08 +01.02.2020,5.83,5.04,5.73,24.92,25.13,10.79,14.45,6.34,20.86,19.24,19.21,1.65,4.76,0.3,8.44,22.44,26.39,37.62,-1.87,8.89,7.08,11.22,1.3,0.91,10.71,1.3,0,0.29,0.72,0,5.85,5.98,5.73,5.71,20.97,25.16,37.54,40.19,47.43,-2.03,8.26,11.23,1.3,1.33,1.48,0.88,0.9,0.92,1.03,0.2,0.19 +02.02.2020,5.66,5.55,6.28,26.43,26.96,10.71,14.62,6.56,21.66,20.11,20.14,1.61,5.04,0.3,8.64,24.62,28.26,39.19,-1.93,9.23,7.16,10.99,1.47,0.95,11.35,1.41,0.06,0.44,0.71,0,5.64,6.16,6.28,6.29,22.91,26.93,38.07,37.04,44.05,-1.65,9.21,10.99,1.48,1.5,1.53,0.67,0.68,0.69,0.73,0.2,0.27 +03.02.2020,6.36,5.23,5.97,28.64,29.06,11.45,16.3,8.46,24.7,22.68,22.67,2.02,5.27,0.3,8.06,27.32,31.21,46.85,-1.7,8.47,6.78,15.66,1.88,0.97,15.88,1.81,0.06,0.45,0.75,0,6.37,6.34,5.97,5.97,25.77,29.06,46.52,47.97,54.79,-1.69,10.25,15.66,1.88,1.89,1.91,0.97,0.97,0.97,0.99,0.2,0.25 +04.02.2020,5.75,5.9,6.58,31,31.48,10.55,16.57,9.7,26.87,24.34,24.4,2.6,5.44,0.3,5.94,32.25,35.08,47.84,-1.23,6.55,5.32,12.75,1.55,0.9,12.34,1.55,0,0.32,0.63,0,5.71,6.35,6.58,6.6,30.55,31.43,47.54,48.36,53.7,-1.15,12.14,12.76,1.55,1.57,1.69,0.99,1.01,1.02,1.11,0.2,0.13 +05.02.2020,6.26,5.34,5.97,30.19,30.45,11.16,17.08,9.72,26.86,24.2,24.22,2.66,5.27,0.3,6.49,30.3,32.82,42.03,-1.43,7.04,5.68,9.14,1.3,0.85,9.14,1.3,0,0.24,0.62,0,6.26,6.33,5.97,5.98,28.76,30.45,42.1,44.24,50.01,-1.48,11.32,9.15,1.3,1.31,1.42,0.76,0.73,0.74,0.81,0.2,0.07 +06.02.2020,6.4,5.17,5.79,30.65,30.82,11.22,17.61,10.33,27.87,24.86,24.86,2.99,5.24,0.3,6.1,30.61,33.12,43.01,-1.32,6.68,5.44,9.88,1.62,0.81,11.78,1.62,0,0.18,0.61,0,6.4,6.33,5.79,5.78,29.49,30.82,43.07,45.21,50.73,-1.38,11.47,9.87,1.62,1.6,1.47,0.2,0.09,0.08,-0.01,0.2,0.02 +07.02.2020,6.47,4.77,5.28,30.09,30.18,11.11,17.59,10.73,27.99,24.86,24.83,3.09,5.17,0.3,7.04,29.23,31.91,43.03,-1.55,7.64,6.24,11.07,1.87,0.82,13.71,1.87,0,0.17,0.54,0,6.49,6.14,5.28,5.26,27.81,30.2,43.54,47.32,53.74,-1.77,10.95,11.05,1.87,1.84,1.6,0.09,-0.05,-0.08,-0.25,0.2,0.02 +08.02.2020,6.06,4.84,5.38,30.64,30.8,10.35,17.27,11.17,28.35,25.27,25.27,3.07,5.29,0.3,7.21,29.72,32.25,42.02,-1.61,7.87,6.34,9.71,1.4,0.8,8.75,1.4,0,0.16,0.54,0,6.06,5.97,5.38,5.38,28.4,30.8,42.08,44.44,50.86,-1.65,11.22,9.73,1.4,1.42,1.65,1.18,1.05,1.08,1.23,0.2,0.02 +09.02.2020,5.71,4.83,5.37,30.1,30.26,9.78,16.51,10.73,27.37,24.74,24.74,2.66,5.27,0.3,6.03,30.47,33.19,42.02,-1.3,6.63,5.45,8.78,1.7,0.8,7.95,1.63,0.07,0.16,0.54,0,5.71,5.86,5.37,5.37,29.01,30.26,42.31,45.42,51.08,-1.48,11.51,8.8,1.7,1.75,1.91,1.27,1.18,1.2,1.33,0.2,0.02 +10.02.2020,5.72,5.3,6.19,32.36,32.85,10.04,16.94,10.74,28.06,26.14,26.15,1.98,5.86,0.3,5.99,33.8,38.63,47.6,-1.34,7.01,5.32,9.18,2.46,1.05,11.91,2.24,0.22,0.44,0.88,0,5.71,6.12,6.19,6.2,32.27,32.83,45.28,39.72,44.66,-0.56,12.96,9.16,2.46,2.44,2.11,0.34,0.16,0.12,-0.09,0.2,0.46 +11.02.2020,5.87,4.29,5.08,29.32,29.65,10.01,16.47,10.52,26.81,24.26,24.25,2.53,5.13,0.3,4.83,30.83,33.86,45.37,-0.92,5.29,4.13,11.59,1.76,0.9,10.96,1.63,0.13,0.39,0.81,0,5.88,5.71,5.08,5.08,29.46,29.67,43.67,39.71,43.53,-0.41,11.6,11.6,1.76,1.76,1.88,1.09,0.95,0.97,1.04,0.2,0.23 +12.02.2020,5.64,4.33,5.12,29.09,29.33,9.62,16.14,10.55,26.66,23.96,23.96,2.7,5.03,0.3,4.57,30.63,33.31,44.02,-0.9,5.12,4.06,10.77,1.59,0.83,11.67,1.5,0.09,0.24,0.79,0,5.63,5.6,5.12,5.12,29.32,29.33,42.76,40.18,44.02,-0.55,11.46,10.77,1.59,1.58,1.57,0.51,0.36,0.35,0.34,0.2,0.08 +13.02.2020,6.32,4.52,5.16,29.52,29.66,10.82,17.24,10.29,27.2,24.41,24.38,2.76,5.23,0.3,7.68,28.01,30.84,46.07,-1.71,8.33,6.7,15.2,2.08,0.86,15.63,2,0.08,0.21,0.67,0,6.34,5.99,5.16,5.15,26.72,29.68,46.15,48.94,55.75,-1.89,10.39,15.2,2.08,2.08,2.07,0.97,0.82,0.82,0.81,0.2,0.04 +14.02.2020,5.12,4.87,5.54,28.02,28.31,9.14,15.3,9.2,25,22.41,22.46,2.64,4.98,0.3,7.69,26.87,29.77,39.9,-1.82,8.56,6.98,10,1.53,0.78,10.8,1.5,0.03,0.17,0.62,0,5.08,5.59,5.54,5.56,25.16,28.27,40.86,46.64,53.92,-2.34,9.89,10,1.53,1.53,1.53,0.53,0.38,0.38,0.38,0.2,0.04 +15.02.2020,5.04,3.5,4.11,24.7,24.8,8.51,14.22,8.93,22.96,20.61,20.59,2.32,4.54,0.3,8.08,22.25,24.88,31.46,-1.9,8.69,7.1,6.4,1.04,0.8,6.75,1.04,0,0.16,0.62,0,5.05,4.87,4.11,4.1,20.75,24.82,32.79,39.92,47.4,-2.56,8.06,6.41,1.04,1.04,1.16,0.39,0.26,0.27,0.35,0.2,0.03 +16.02.2020,5.22,3.31,3.93,24.79,24.87,8.7,14.34,9.01,22.98,20.93,20.89,2.01,4.65,0.3,8.16,22.01,25.07,31.54,-1.86,8.7,7,6.41,1.37,0.84,8.42,1.37,0,0.19,0.65,0,5.24,4.85,3.92,3.91,20.86,24.9,32.06,36.47,43.68,-2.22,8.08,6.4,1.37,1.36,1.24,-0.01,-0.17,-0.19,-0.27,0.2,0.06 +17.02.2020,4.61,3.94,4.57,25.22,25.46,7.94,13.62,8.69,22.62,20.59,20.63,2.05,4.53,0.3,6.37,24.73,27.25,32.95,-1.44,7,5.56,5.72,1.26,0.8,7.96,1.26,0,0.16,0.6,0,4.59,4.9,4.58,4.59,23.17,25.44,32.55,33.46,39.01,-1.43,9.14,5.71,1.25,1.24,1.11,-0.19,-0.35,-0.37,-0.45,0.2,0.05 +18.02.2020,5.16,3.81,4.44,25.78,25.93,8.77,14.46,8.95,23.35,21.34,21.34,2,4.62,0.3,6.11,25.17,27.89,35.34,-1.35,6.7,5.2,7.53,1.44,0.83,9.46,1.44,0,0.15,0.63,0,5.16,5.1,4.44,4.44,23.96,25.93,34.08,31.91,36.9,-0.91,9.38,7.52,1.44,1.43,1.32,0.02,-0.14,-0.15,-0.22,0.2,0.07 +19.02.2020,4.75,3.96,4.63,25.68,25.91,8.17,13.81,8.72,22.7,21.05,21.05,1.68,4.85,0.3,7.95,23.64,27.38,35.76,-1.82,8.73,6.78,8.43,1.07,0.85,7.55,1.07,0,0.21,0.67,0,4.75,4.94,4.63,4.63,22.33,25.9,34.64,33.53,40.18,-1.4,8.77,8.45,1.07,1.11,1.36,0.86,0.74,0.77,0.95,0.2,0.16 +20.02.2020,5.9,4.1,4.87,27.97,28.19,10.05,16.06,9.63,25.33,23.18,23.13,2.12,5.13,0.3,7.8,26.38,29.23,43.9,-1.67,8.25,6.61,14.7,2.13,0.93,15.77,2.13,0,0.35,0.81,0,5.95,5.6,4.87,4.85,25.01,28.23,43.6,45.08,51.75,-1.56,9.72,14.7,2.13,2.14,2.04,0.77,0.61,0.6,0.55,0.2,0.28 +21.02.2020,5.26,5.52,6.4,31.43,32.03,9.52,16.31,10.05,27.17,24.91,24.99,2.34,5.57,0.3,5.7,33.41,36.81,46.4,-1.28,6.69,5.25,9.66,1.32,0.93,9.74,1.32,0,0.36,0.8,0,5.2,6.01,6.4,6.43,31.47,31.95,45.14,42.78,47.83,-0.77,12.59,9.67,1.32,1.33,1.45,0.67,0.53,0.55,0.62,0.2,0.32 +22.02.2020,5.19,5.07,5.89,30.51,30.9,9.18,16,10.51,27.04,24.54,24.59,2.56,5.39,0.3,6.54,31.08,33.72,42.71,-1.49,7.39,5.89,8.98,1.36,0.86,10.03,1.35,0.02,0.25,0.77,0,5.16,5.74,5.89,5.92,29.31,30.86,42.37,43.23,49.12,-1.33,11.52,8.98,1.36,1.36,1.35,0.35,0.2,0.2,0.19,0.2,0.14 +23.02.2020,5.86,5.76,6.76,34.16,34.54,10.41,17.95,11.69,30.09,27.44,27.41,2.75,6.06,0.3,6.44,35.65,39.43,55.57,-1.29,7.13,5.78,16.25,2.05,1.07,15.6,1.79,0.26,0.44,1.02,0,5.88,6.45,6.76,6.75,33.67,34.56,54.83,54.8,60.65,-1.07,12.98,16.27,2.05,2.11,2.19,1.38,1.25,1.26,1.36,0.2,0.53 +24.02.2020,6.65,4.86,5.95,32.89,33.46,11.46,18.28,11.35,29.27,27.05,26.98,2.2,6.01,0.3,7.62,32.98,36.95,56.28,-1.54,7.99,6.24,19.43,2.47,1.06,18.94,2.21,0.26,0.76,1.15,0,6.7,6.39,5.95,5.92,31.33,33.53,54.74,51.86,57.88,-0.94,12.67,19.43,2.47,2.5,2.54,1.59,1.4,1.4,1.45,0.2,0.59 +25.02.2020,6.86,6.12,7.27,36.29,37.01,12.22,19.74,12,31.91,29.01,29.02,2.92,6.42,0.3,7.28,37.48,41.18,63.84,-1.46,8.02,6.5,22.74,2.7,1.09,23.51,2.37,0.33,0.67,1.15,0.14,6.86,7.14,7.27,7.27,35.7,36.99,63.06,62.65,69.07,-1.16,14.35,22.73,2.7,2.69,2.57,1.26,1.01,1,0.92,0.2,0.43 +26.02.2020,6.71,6.14,7.11,36.97,37.42,11.76,19.75,13.09,33.03,29.86,29.86,3.2,6.5,0.3,8.06,37.26,40.87,59.3,-1.75,8.86,7.13,18.4,1.94,1.03,17.78,1.8,0.14,0.44,0.97,0.18,6.71,7.12,7.11,7.11,35.39,37.42,59.08,60.75,67.95,-1.69,14.06,18.41,1.94,1.96,2.09,1.3,1.08,1.1,1.19,0.2,0.27 +27.02.2020,7.41,5.87,6.64,40.48,40.78,12.17,21.94,16.35,37.98,33.88,33.85,4.07,6.92,0.3,8.03,40.66,43.35,55.52,-1.72,8.6,6.88,12.14,1.48,0.95,13.22,1.43,0.04,0.36,0.79,0.18,7.43,7.36,6.64,6.63,39.18,40.79,55.18,56.34,63.23,-1.61,15.39,12.14,1.47,1.47,1.47,0.42,0.13,0.13,0.13,0.2,0.16 +28.02.2020,7.14,6.28,7,43.47,43.79,11.42,22.69,18.13,40.94,36.47,36.48,4.49,7.37,0.3,7.68,44.51,47.1,58.33,-1.62,8.36,6.84,11.2,1.34,0.88,11.33,1.32,0.02,0.27,0.71,0.13,7.13,7.41,7,7,43.02,43.77,58.5,61.53,68.53,-1.81,16.9,11.21,1.34,1.35,1.48,0.7,0.42,0.44,0.52,0.2,0.07 +29.02.2020,7.81,7.15,7.93,45.42,45.8,13.07,24.24,17.57,42.03,37.47,37.48,4.59,7.7,0.3,8.05,46.55,50.19,65.58,-1.67,8.85,7.09,15.46,2.02,0.95,15.95,2.02,0,0.32,0.76,0.13,7.81,8.15,7.93,7.93,45,45.78,64.78,64.54,71.54,-1.51,17.79,15.46,2.02,2.02,2.02,1.01,0.74,0.74,0.74,0.2,0.17 +01.03.2020,7.38,7.75,8.55,44.37,44.83,13,23.76,15.48,40.08,35.71,35.79,4.46,7.48,0.3,5.7,48.02,50.89,65,-1.03,6.52,5.5,14.13,2.02,0.9,16.5,2.02,0,0.27,0.73,0.13,7.34,8.32,8.55,8.57,46.19,44.77,64.72,65.52,71.06,-1.07,18.32,14.11,2.02,2.01,1.79,0.29,-0.07,-0.1,-0.23,0.2,0.12 +02.03.2020,7.3,6.57,7.35,42.68,43.04,12.24,23.4,15.94,39.55,35.3,35.32,4.27,7.22,0.3,5.76,45.83,49.24,67.06,-1.01,6.52,5.52,17.82,2.11,0.96,17.08,2.09,0.02,0.32,0.75,0.13,7.28,7.68,7.35,7.36,44.05,43.03,66.67,67.18,72.69,-1,17.36,17.83,2.11,2.12,2.24,1.44,1.16,1.18,1.25,0.2,0.2 +03.03.2020,7.05,5.8,6.56,39.18,39.41,11.79,22.42,14.2,36.62,32.63,32.63,3.99,6.62,0.3,5.88,41.32,43.98,55.8,-1.17,6.5,5.49,11.69,1.54,0.88,12.64,1.54,0,0.25,0.75,0.05,7.05,7.11,6.56,6.56,39.67,39.42,56.4,60.15,65.86,-1.53,15.56,11.69,1.54,1.54,1.54,0.49,0.2,0.2,0.2,0.2,0.09 +04.03.2020,7.43,4.68,5.34,37.31,37.27,11.97,22.83,14.08,36.01,32.1,32.01,3.82,6.36,0.3,7.9,36.34,39.04,50.06,-1.69,8.29,6.82,10.89,1.51,0.9,11,1.51,0,0.2,0.74,0.11,7.49,6.68,5.34,5.31,35.2,37.36,51,56.43,63.54,-2.18,13.6,10.89,1.51,1.52,1.63,0.83,0.52,0.53,0.6,0.2,0.05 +05.03.2020,6.98,5.13,5.73,38.48,38.58,11.09,22.46,14.69,36.76,32.82,32.78,3.9,6.66,0.3,9.31,36.69,39.06,55.02,-2.07,10.07,8.17,15.92,2.19,0.89,16.32,2.19,0,0.22,0.64,0.1,7,6.7,5.73,5.71,35.45,38.62,55.5,60.01,68.39,-2.37,13.79,15.92,2.19,2.2,2.2,1.14,0.81,0.81,0.82,0.2,0.04 +06.03.2020,6.47,5.66,6.51,39.65,39.99,10.43,21.71,14.87,36.71,33.15,33.14,3.58,7.06,0.3,10.62,37.62,41.76,55.14,-2.41,11.55,9.3,13.32,1.87,0.85,14.72,1.87,0,0.36,0.86,0.08,6.47,6.69,6.51,6.51,35.97,39.99,55.7,60.61,70.14,-2.62,14.12,13.31,1.88,1.88,1.79,0.5,0.19,0.18,0.14,0.2,0.25 +07.03.2020,5.74,6.24,7.15,37.47,38.04,10.01,19.75,13.1,33.67,30.19,30.27,3.56,6.44,0.3,7.51,38.22,40.77,54.98,-1.58,8.18,6.52,14.23,1.88,0.53,13.7,1.88,0,0.37,0.84,0.1,5.68,6.6,7.15,7.18,36.56,37.97,54.2,53.6,60.02,-1.24,14.3,14.24,1.88,1.89,2,1.18,0.89,0.9,0.97,0.2,0.23 +08.03.2020,6.82,4.87,5.65,34.09,34.24,11.42,20.46,11.83,31.84,28.5,28.46,3.29,5.89,0.3,7.57,32.89,35.53,55.02,-1.53,7.98,6.52,19.46,2.67,0.51,20.64,2.67,0,0.29,0.82,0.05,6.85,6.45,5.65,5.63,32.08,34.29,55.08,57.3,63.91,-1.52,12.2,19.45,2.67,2.66,2.52,1.16,0.81,0.79,0.7,0.2,0.1 +09.03.2020,5.47,5.3,6.09,37.58,37.97,8.57,19.49,14.89,34.86,31.42,31.47,3.49,6.53,0.3,7.78,37.72,40.7,55,-1.71,8.67,6.97,14.29,1.95,0.52,14.65,1.95,0,0.26,0.74,0.01,5.43,5.97,6.09,6.1,36.31,37.92,54.67,55.89,62.88,-1.57,14.1,14.3,1.96,1.97,2,0.98,0.65,0.66,0.69,0.2,0.13 +10.03.2020,5.2,4.15,5.04,36.37,36.55,7.33,18.39,16.3,34.54,31.43,31.36,3.13,6.5,0.3,8.82,34.66,38.28,52.99,-1.89,9.33,7.43,14.71,1.86,0.58,13.68,1.86,0,0.34,0.94,0.12,5.24,5.3,5.04,5.02,33.71,36.6,52.48,53.49,60.98,-1.71,12.93,14.73,1.86,1.92,2.1,1.43,1.12,1.15,1.3,0.2,0.24 +11.03.2020,5.28,4.83,6.11,38.35,39.05,8,18.95,15.95,35.15,32.21,32.23,2.97,6.91,0.3,9.22,37.79,41.87,57.26,-2.02,10.07,7.81,15.54,2.11,0.61,17.54,2.11,0,0.64,1.27,0.17,5.28,5.7,6.11,6.12,36.28,39.03,55.6,52.71,60.24,-1.36,14.16,15.52,2.11,2.09,1.85,0.25,-0.1,-0.13,-0.28,0.2,0.4 +12.03.2020,5.59,5.23,6.15,39.78,40.3,8.38,20.19,16.56,37.03,33.59,33.62,3.47,6.98,0.3,8.08,39.81,43.07,60.09,-1.69,8.78,6.94,17.09,1.86,0.58,16.58,1.86,0,0.45,0.9,0.15,5.58,6.05,6.15,6.16,38.74,40.27,58.85,57.02,63.77,-1.19,15.05,17.1,1.86,1.88,2,1.24,0.99,1.01,1.09,0.2,0.21 +13.03.2020,5.76,4.92,5.72,38.56,38.92,8.65,20,16.43,36.47,32.82,32.83,3.65,6.64,0.3,6.83,39.32,41.87,62.96,-1.27,7.27,5.84,21.18,2.49,0.51,22.41,2.41,0.08,0.35,0.79,0.19,5.76,5.99,5.72,5.73,38.25,38.92,61.69,59.28,64.9,-0.79,14.78,21.17,2.49,2.47,2.34,0.97,0.71,0.7,0.6,0.2,0.1 +14.03.2020,5.83,4.92,5.67,37.81,38.14,8.9,20.26,15.68,35.97,32.13,32.14,3.84,6.47,0.3,7.53,37.71,40.36,63.02,-1.54,8.23,6.76,22.62,2.63,0.48,21.78,2.21,0.42,0.3,0.74,0.16,5.82,5.99,5.67,5.67,36.62,38.13,63.02,65.08,71.9,-1.56,14.07,22.62,2.63,2.63,2.73,1.88,1.6,1.61,1.66,0.2,0.04 +15.03.2020,5.75,4.73,5.44,36.89,37.19,8.75,20.02,15.12,35.14,31.44,31.45,3.7,6.33,0.3,7.53,36.62,39.37,58.03,-1.59,8.18,6.66,18.59,2.58,0.47,17.7,2.13,0.45,0.27,0.7,0.16,5.74,5.89,5.44,5.44,35.52,37.18,58.05,60.15,66.87,-1.61,13.62,18.6,2.58,2.58,2.68,1.89,1.6,1.61,1.67,0.2,0.03 +16.03.2020,4.81,4.77,5.46,34.26,34.65,7.46,17.65,13.68,31.88,28.7,28.77,3.23,5.96,0.3,7.55,33.98,36.71,46.14,-1.76,8.43,6.89,9.28,1.38,0.44,10.63,1.28,0.1,0.25,0.64,0.13,4.76,5.44,5.46,5.48,32.62,34.6,47.04,52.21,59.37,-2.12,12.54,9.28,1.38,1.36,1.36,0.27,-0.04,-0.04,-0.06,0.2,0.02 +17.03.2020,5.03,3.22,3.82,30.24,30.32,7.42,16.94,12.86,29.33,26.49,26.44,2.79,5.38,0.3,8.01,28.25,30.9,39.75,-1.8,8.46,6.89,8.71,1.38,0.43,9.03,1.38,0,0.21,0.64,0.08,5.06,4.65,3.82,3.8,27.19,30.36,40.65,45.94,53.1,-2.16,10.28,8.72,1.38,1.38,1.49,0.66,0.38,0.4,0.46,0.2,0.02 +18.03.2020,5.09,2.68,3.25,28.11,28.13,7.57,16.05,12.21,27.57,24.95,24.89,2.54,5.17,0.3,8.96,24.59,27.25,35,-2.03,9.43,7.7,7.61,1.8,0.45,9.65,1.8,0,0.2,0.63,0.04,5.13,4.43,3.25,3.23,23.85,28.19,36.29,43.17,51.22,-2.56,8.87,7.6,1.8,1.78,1.64,0.26,-0.07,-0.08,-0.18,0.2,0.02 +19.03.2020,5.81,3.65,4.27,29.92,30.02,9.26,17.13,12.1,28.72,25.73,25.68,2.94,5.53,0.3,10.38,25.53,27.73,37.13,-2.4,11.26,9.01,9.35,1.79,0.46,11.35,1.79,0,0.22,0.66,0.03,5.85,5.31,4.27,4.25,24.68,30.06,37.57,42.06,51.25,-2.6,9.23,9.34,1.79,1.77,1.64,0.27,-0.08,-0.1,-0.19,0.2,0.02 +20.03.2020,5.53,4.98,5.66,29.76,30.06,9.68,16.09,10.38,26.81,24.04,24.08,2.8,5.42,0.3,9.68,26.61,29.15,37.44,-2.18,10.4,8.29,8.27,1.56,0.45,9.62,1.56,0,0.21,0.64,0,5.51,5.81,5.66,5.67,25.36,30.03,37.47,40.29,48.65,-2.21,9.72,8.27,1.56,1.55,1.54,0.38,-0.04,-0.04,-0.06,0.2,0.01 +21.03.2020,5.4,5.04,5.72,28.33,28.67,9.71,15.33,9.34,25.08,22.53,22.58,2.58,5.28,0.3,10.05,24.67,27.18,35.95,-2.29,10.89,8.66,8.73,1.47,0.44,9.31,1.47,0,0.22,0.64,0.01,5.37,5.79,5.72,5.74,23.48,28.63,35.95,38.74,47.45,-2.3,8.99,8.73,1.47,1.46,1.56,0.64,0.2,0.21,0.26,0.2,0.01 +22.03.2020,5.09,4.16,4.79,25.07,25.31,9,13.98,8.46,22.54,20.25,20.27,2.3,4.96,0.3,10.8,20.13,22.62,26.85,-2.47,11.55,9.22,4.14,1.13,0.4,6.12,1.13,0,0.2,0.61,0.05,5.08,5.23,4.79,4.8,19.02,25.3,27.26,31.58,40.94,-2.64,7.15,4.13,1.13,1.11,1.08,-0.07,-0.55,-0.56,-0.59,0.2,0.01 +23.03.2020,4.99,3.19,3.75,21.6,21.71,8.64,12.83,7.36,19.83,17.89,17.86,1.9,4.45,0.3,10.19,16.2,18.8,22.2,-2.26,10.65,8.52,3.33,1.11,0.39,6.42,1.11,0,0.19,0.57,0,5.01,4.62,3.75,3.74,15.48,21.74,22.58,26.65,35.31,-2.4,5.65,3.32,1.11,1.08,0.93,-0.56,-1,-1.02,-1.14,0.2,0.01 +24.03.2020,5.68,2.94,3.47,21.27,21.25,9.72,13.67,7.43,20.21,17.91,17.84,2.2,4.62,0.3,11.62,14.23,16.91,22.66,-2.54,12.05,9.57,5.73,1.48,0.39,8.41,1.48,0,0.18,0.61,0.14,5.73,4.93,3.47,3.44,13.73,21.31,22.61,25.55,35.16,-2.5,4.9,5.72,1.48,1.45,1.3,-0.19,-0.63,-0.65,-0.76,0.2,0.01 +25.03.2020,5.42,3.36,3.92,22.28,22.39,9.34,13.68,7.81,20.96,18.43,18.39,2.47,4.95,0.3,12.89,14.95,17.44,22.54,-2.83,13.46,10.69,5.06,1.2,0.38,5.98,1.2,0,0.22,0.6,0.17,5.45,5.04,3.92,3.9,13.97,22.43,22.5,25.76,36.5,-2.79,5.02,5.06,1.19,1.19,1.28,0.32,-0.14,-0.13,-0.08,0.2,0.01 +26.03.2020,5.12,3.97,4.58,20.92,21.13,9.3,12.61,6.06,18.64,16.34,16.34,2.29,4.68,0.3,12.25,13.96,16.65,21.58,-2.68,12.79,10.1,4.93,1.26,0.38,6.68,1.26,0,0.2,0.61,0.12,5.12,5.18,4.58,4.58,13.09,21.12,21.16,22.91,32.98,-2.48,4.72,4.93,1.26,1.24,1.22,0.09,-0.38,-0.39,-0.41,0.2,0.02 +27.03.2020,4.47,4.7,5.35,21.27,21.68,8.68,11.96,5.4,18.1,15.8,15.88,2.38,4.87,0.3,13.09,14.24,17.04,19.78,-2.96,14.1,11.13,2.74,0.98,0.36,4.71,0.98,0,0.21,0.58,0.02,4.42,5.19,5.35,5.38,13.05,21.61,19.38,21.47,32.57,-2.77,4.84,2.73,0.98,0.96,0.95,-0.27,-0.66,-0.66,-0.68,0.2,0.02 +28.03.2020,4.53,4.06,4.66,19.59,19.9,8.54,11.3,4.96,16.64,14.87,14.91,1.81,4.24,0.3,10.42,14.23,16.94,20.95,-2.26,10.9,8.56,4.06,1.22,0.35,5.7,1.22,0,0.2,0.56,0,4.5,4.92,4.66,4.68,13.27,19.87,20.14,20.12,28.57,-1.91,4.86,4.05,1.21,1.2,1.19,0.15,-0.32,-0.32,-0.34,0.2,0.03 +29.03.2020,5.32,3.42,3.96,18.13,18.24,9.62,11.72,4.56,15.89,14.23,14.19,1.62,3.98,0.3,9.79,12.43,15.13,22.33,-2.12,10.2,8.01,7.24,1.76,0.36,8.09,1.76,0,0.2,0.57,0,5.34,4.94,3.96,3.95,11.93,18.27,21.57,21.65,29.57,-1.8,4.2,7.24,1.76,1.76,1.75,0.81,0.36,0.36,0.35,0.2,0.03 +30.03.2020,4.88,3.51,4.09,18.53,18.71,8.9,11.27,4.81,15.98,14.45,14.45,1.52,3.86,0.3,8.75,14.49,17.3,20.19,-1.93,9.27,7.26,2.89,0.72,0.35,3.01,0.72,0,0.18,0.58,0,4.88,4.78,4.09,4.09,13.34,18.71,19.4,19.21,26.37,-1.61,4.94,2.91,0.72,0.73,0.96,0.3,-0.08,-0.05,0.09,0.2,0.03 +31.03.2020,4.62,3.33,3.91,18.73,18.93,8.33,10.97,5.55,16.45,14.81,14.81,1.62,3.88,0.3,8.77,14.39,16.44,21.74,-2.09,10.01,7.83,5.37,1.92,0.35,9.52,1.92,0,0.2,0.58,0,4.62,4.55,3.91,3.91,13.57,18.93,20.94,20.74,28.45,-1.73,4.85,5.34,1.92,1.87,1.5,-0.48,-0.99,-1.04,-1.29,0.2,0.03 +01.04.2020,4.4,3.65,4.25,19.79,20.07,8.04,10.96,5.74,16.92,15.49,15.53,1.44,3.77,0.3,6.73,18.02,18.01,24.07,-1.95,9.35,7.32,6.1,1.65,0.35,6.55,1.65,0,0.19,0.57,0,4.38,4.6,4.25,4.26,16.66,20.04,23.26,22.82,30,-1.57,6.16,6.1,1.65,1.65,1.75,0.67,0.23,0.24,0.3,0.2,0.03 +02.04.2020,4.35,3.13,3.72,18.32,18.51,7.81,10.42,5.39,15.79,14.59,14.6,1.2,3.46,0.3,5.71,17.29,17.28,24.98,-1.7,8.23,6.44,7.74,1.94,0.34,8.93,1.94,0,0.18,0.59,0,4.34,4.33,3.72,3.72,15.79,18.51,24.2,23.67,29.99,-1.36,5.83,7.74,1.94,1.93,1.92,0.52,0.08,0.08,0.06,0.2,0.03 +03.04.2020,3.98,3.35,3.94,18.53,18.8,7.3,10.01,5.36,15.67,14.52,14.56,1.18,3.57,0.3,6.26,17.47,17.47,20.25,-1.93,9.09,7.14,2.77,1.39,0.33,5.7,1.39,0,0.18,0.56,0.03,3.96,4.3,3.94,3.96,15.67,18.77,19.89,20.93,28.04,-1.76,5.84,2.76,1.38,1.36,1.22,-0.54,-1.01,-1.03,-1.13,0.2,0.03 +04.04.2020,4.84,2.21,2.75,15.8,15.81,8.47,10.39,4.75,14.39,13.16,13.09,1.15,3.44,0.3,7.99,11.93,11.94,19.57,-2.22,10.39,8.23,7.59,1.79,0.35,7.99,1.79,0,0.19,0.6,0,4.89,4.1,2.75,2.72,10.76,15.87,19.59,22.31,30.6,-2.21,3.71,7.59,1.79,1.79,1.88,0.72,0.31,0.32,0.38,0.2,0.03 +05.04.2020,5.38,2.31,2.86,16.5,16.48,9.38,11.27,4.96,15.31,13.77,13.68,1.44,3.71,0.3,9.2,11.87,11.89,18.12,-2.48,11.6,9.18,6.19,2.31,0.36,6.19,2.31,0,0.2,0.62,0,5.44,4.46,2.86,2.82,10.47,16.55,18.13,21.06,30.29,-2.47,3.6,6.19,2.31,2.31,2.41,1.15,0.69,0.7,0.76,0.2,0.03 +06.04.2020,4.54,3.54,4.22,19.25,19.54,8.28,11.2,5.59,17,14.99,15.02,2.03,4.33,0.3,11.19,14.08,14.11,16.53,-3,14.05,11.18,2.37,1.23,0.34,4.13,1.23,0,0.19,0.65,0,4.52,4.73,4.22,4.23,12.22,19.51,16.93,21.76,33.09,-3.16,4.53,2.36,1.23,1.2,1.05,-0.77,-1.3,-1.31,-1.42,0.2,0.03 +07.04.2020,3.84,3.22,3.86,18.26,18.54,6.98,10.09,5.9,16.36,14.32,14.37,2.06,4.39,0.3,12.08,12.19,12.2,18.64,-3.16,14.95,11.85,6.43,1.89,0.32,8.69,1.89,0,0.17,0.6,0,3.8,4.19,3.87,3.88,10.4,18.51,18.68,22.3,34.2,-3.16,3.85,6.42,1.89,1.86,1.72,-0.17,-0.77,-0.79,-0.89,0.2,0.03 +08.04.2020,5.11,2.71,3.26,18.65,18.74,8.86,11.61,6.19,17.23,15.46,15.41,1.71,3.9,0.3,9.04,14.25,14.25,22.48,-2.32,11.16,8.83,8.24,2.79,0.36,8.99,2.79,0,0.2,0.59,0,5.15,4.55,3.26,3.24,13.09,18.78,22.06,23.28,32.05,-2.13,4.71,8.24,2.79,2.78,2.75,1.12,0.63,0.63,0.6,0.2,0.03 +09.04.2020,3.71,4.22,4.84,20.71,21.18,7.2,10.66,5.73,17.37,15.7,15.81,1.77,4.12,0.3,8.68,18.2,18.2,19.88,-2.44,11.68,9.14,1.7,0.95,0.32,3.32,0.95,0,0.18,0.52,0,3.63,4.63,4.84,4.88,16.21,21.08,19.07,19.01,28.01,-2.09,6.18,1.71,0.94,0.94,1.03,-0.31,-0.84,-0.83,-0.78,0.2,0.03 +10.04.2020,4.26,2.36,2.91,14.53,14.65,7.65,9.39,3.58,12.66,11.65,11.63,0.97,3.26,0.3,7.83,11.12,11.13,15.69,-2.14,10.19,8.02,4.56,1.54,0.33,5.63,1.54,0,0.18,0.55,0,4.27,3.95,2.91,2.9,9.58,14.67,15.31,16.27,24.23,-1.94,3.31,4.56,1.54,1.52,1.61,0.31,-0.24,-0.23,-0.2,0.2,0.03 +11.04.2020,4.35,2.69,3.24,15.17,15.34,7.87,9.67,3.57,13.04,11.94,11.94,1.07,3.42,0.3,8.3,11.55,11.56,16.7,-2.29,10.85,8.61,5.13,2.2,0.32,7.62,2.2,0,0.18,0.55,0,4.35,4.12,3.24,3.23,9.98,15.35,16.71,19.18,27.81,-2.25,3.57,5.11,2.2,2.16,2,0.13,-0.41,-0.43,-0.55,0.2,0.03 +12.04.2020,4.04,2.79,3.33,15.56,15.74,7.34,9.37,4.09,13.45,12.22,12.22,1.23,3.61,0.3,9.01,11.16,11.16,17.84,-2.4,11.41,9,6.67,2.07,0.33,7.07,2.07,0,0.18,0.55,0,4.04,4.03,3.33,3.33,9.86,15.74,17.51,19.05,28.03,-2.24,3.47,6.68,2.07,2.07,2.16,0.89,0.35,0.36,0.41,0.2,0.03 +13.04.2020,3.69,2.88,3.45,16.08,16.36,6.77,8.98,4.37,13.56,12.57,12.61,1,3.4,0.3,7.44,13.51,13.52,20.03,-2.12,10.22,8,6.57,2.6,0.31,8.48,2.6,0,0.19,0.54,0,3.67,3.87,3.45,3.47,11.87,16.33,19.2,18.78,26.63,-1.76,4.41,6.56,2.6,2.56,2.41,0.73,0.15,0.13,0.01,0.2,0.06 +14.04.2020,4.01,2.48,3.07,16.26,16.42,7.08,9.31,5.16,14.29,13.19,13.19,1.07,3.38,0.3,7.27,13.58,13.56,18.2,-2.03,9.78,7.56,4.69,1.46,0.3,4.64,1.46,0,0.16,0.59,0,4.01,3.81,3.07,3.07,12.06,16.42,16.92,14.87,22.16,-1.49,4.43,4.7,1.46,1.45,1.65,0.83,0.28,0.3,0.41,0.2,0.04 +15.04.2020,4.37,1.38,1.94,14.8,14.76,7.4,9.34,5.55,13.99,12.98,12.9,0.9,3.12,0.3,6.71,11.7,11.82,18.14,-1.82,8.71,6.79,6.37,2.99,0.31,7.96,2.99,0,0.16,0.62,0,4.42,3.47,1.93,1.91,10.64,14.83,17.33,16.61,23.25,-1.46,3.71,6.36,2.99,2.96,2.81,1.01,0.41,0.39,0.28,0.2,0.03 +16.04.2020,4.11,2.25,2.8,17.33,17.49,7,9.61,6.36,15.74,14.55,14.54,1.16,3.51,0.3,7.03,14.91,14.91,20.85,-2.01,9.55,7.52,5.94,2.64,0.32,6.97,2.64,0,0.18,0.55,0,4.11,3.85,2.79,2.79,13.49,17.5,20.44,21.33,28.79,-1.82,4.95,5.94,2.64,2.62,2.6,0.93,0.35,0.35,0.32,0.2,0.03 +17.04.2020,3.37,2.39,3.03,18.05,18.34,5.69,9,6.93,16.18,14.96,15,1.24,3.61,0.3,7.08,16.43,16.44,21.32,-2.08,9.83,7.8,4.86,2.49,0.6,7.15,2.49,0,0.19,0.61,0,3.35,3.6,3.03,3.05,14.41,18.31,21.33,23.73,31.57,-2.06,5.55,4.84,2.49,2.46,2.31,0.34,-0.24,-0.26,-0.37,0.2,0.03 +18.04.2020,3.41,2.51,3.21,16.95,17.24,6.04,8.85,5.49,14.63,13.68,13.72,0.97,3.47,0.3,7.02,15.51,15.54,19.22,-2.06,9.68,7.75,3.61,1.69,0.76,4.74,1.69,0,0.18,0.66,0,3.38,3.66,3.21,3.22,13.25,17.21,19.64,23.34,31.21,-2.19,5.25,3.61,1.69,1.67,1.76,0.29,-0.26,-0.25,-0.22,0.2,0.02 +19.04.2020,3.53,1.95,2.53,14.76,14.95,6.14,8.44,4.54,12.9,12.21,12.22,0.67,3.17,0.3,6.84,12.94,12.97,17.79,-1.99,9.36,7.57,4.72,2.66,0.73,6.92,2.66,0,0.18,0.57,0,3.52,3.42,2.53,2.54,10.8,14.94,18.62,23.65,31.43,-2.28,4.16,4.71,2.66,2.63,2.47,0.49,-0.11,-0.13,-0.25,0.2,0.01 +20.04.2020,3.36,1.71,2.27,13.16,13.33,5.88,7.84,3.81,11.54,10.89,10.89,0.63,3.07,0.3,7.43,10.57,10.6,14.26,-2.13,10.05,8.06,3.58,1.68,0.73,3.64,1.68,0,0.16,0.55,0,3.36,3.22,2.27,2.27,8.5,13.33,14.67,18.46,26.64,-2.26,3.43,3.6,1.68,1.68,1.88,0.72,0.16,0.18,0.3,0.2,0.01 +21.04.2020,3.52,1.05,1.57,11.59,11.65,6.02,7.73,3.63,10.85,10.08,10.04,0.71,3.08,0.3,8.37,7.62,7.64,11.73,-2.27,10.8,8.66,4.01,1.89,0.74,4.9,1.89,0,0.16,0.56,0,3.54,2.99,1.57,1.56,5.88,11.69,12.13,16.05,24.84,-2.4,2.22,4.02,1.89,1.88,1.96,0.49,-0.06,-0.05,-0.01,0.2,0 +22.04.2020,3.22,1.37,1.89,11.52,11.67,5.61,7.21,3.32,10.38,9.63,9.63,0.73,3.09,0.3,8.41,7.86,7.85,10.65,-2.26,10.94,8.58,2.84,1.69,0.74,3.97,1.69,0,0.15,0.52,0,3.22,3.04,1.89,1.89,5.87,11.67,9.8,9.5,17.93,-1.99,2.3,2.84,1.69,1.67,1.76,0.28,-0.29,-0.28,-0.24,0.2,0 +23.04.2020,2.86,0.99,1.51,9.95,10.1,4.96,6.37,2.85,9.09,8.43,8.44,0.64,3.06,0.3,8.92,5.61,5.6,11.6,-2.36,11.42,8.96,6.04,2.27,0.69,6.67,2.27,0,0.14,0.52,0,2.86,2.71,1.51,1.52,3.76,10.09,10.75,10.45,19.25,-2.02,1.38,6.04,2.27,2.26,2.35,0.8,0.23,0.24,0.28,0.2,0 +24.04.2020,2.32,1.14,1.7,10.19,10.41,4.03,5.74,2.86,8.83,8.42,8.46,0.42,2.9,0.3,7.99,6.88,6.86,11.4,-2.17,10.53,8.18,4.6,2.13,0.71,5.27,2.13,0,0.12,0.53,0,2.3,2.53,1.71,1.72,4.86,10.38,10.13,8.15,16.09,-1.6,1.9,4.61,2.13,2.12,2.21,0.7,0.16,0.17,0.22,0.2,0 +25.04.2020,2.15,0.46,0.99,7.85,7.98,3.65,4.83,2.39,7.11,6.85,6.85,0.24,2.66,0.3,7.87,4.21,4.2,11.51,-2.12,10.19,7.98,7.35,3.75,0.67,7.37,3.75,0,0.13,0.53,0,2.14,2.02,0.99,0.99,2.31,7.98,10.68,10.15,17.98,-1.72,0.85,7.35,3.75,3.73,3.71,1.97,1.42,1.41,1.38,0.2,0 +26.04.2020,3.06,-0.25,0.32,7.14,7.09,5.22,5.72,2.02,6.79,6.94,6.86,-0.26,2.15,0.3,5.81,4.27,4.27,11.39,-1.61,7.77,6.13,7.11,3.22,0.8,6.62,3.22,0,0.17,0.65,0,3.12,2.09,0.32,0.29,2.9,7.16,10.96,11.29,17.36,-1.38,0.9,7.12,3.22,3.21,3.3,1.89,1.3,1.31,1.36,0.2,0 +27.04.2020,1.86,0.68,1.26,8.9,9.15,3.13,4.72,2.9,7.83,7.58,7.62,0.27,2.8,0.3,8.01,5.67,5.65,10.71,-2.25,10.74,8.38,5.09,2.27,0.72,5.83,2.27,0,0.15,0.55,0,1.84,2.04,1.26,1.28,3.48,9.12,9.84,9.32,17.54,-1.85,1.48,5.09,2.26,2.25,2.34,0.75,0.18,0.19,0.23,0.2,0 +28.04.2020,1.86,0.12,0.71,7.82,7.96,2.97,4.55,2.78,7.24,7.1,7.1,0.12,2.67,0.3,7.78,4.2,4.2,10.65,-2.14,10.2,8.04,6.45,3.2,0.74,7.19,3.2,0,0.14,0.59,0,1.86,1.76,0.71,0.71,2.37,7.96,10.26,11.31,19.32,-1.94,0.93,6.45,3.2,3.18,3.15,1.33,0.77,0.77,0.73,0.2,0 +29.04.2020,2.36,1.97,2.61,12.29,12.52,4.31,6.21,3.1,9.72,9.69,9.69,0.11,3.44,0.3,9.23,8.5,9.29,12.31,-2.56,12.07,9.59,3,1.63,0.77,3.4,1.63,0,0.24,0.65,0,2.36,2.85,2.61,2.61,6.25,12.52,12.41,16.09,25.9,-2.61,2.61,3.02,1.63,1.67,1.83,0.59,-0.06,-0.04,0.09,0.2,0.08 +30.04.2020,2.98,1.08,1.59,11.79,11.99,4.97,6.57,4.07,10.23,10.26,10.22,-0.08,3.1,0.3,8.04,8.25,8.66,15.55,-2.24,10.7,8.46,6.9,3.2,0.82,7.92,3.2,0,0.31,0.54,0,3.01,2.57,1.59,1.58,6.58,12.03,15.26,16.81,25.26,-2.07,2.66,6.9,3.2,3.19,3.08,1.38,0.77,0.76,0.68,0.2,0.1 +01.05.2020,2.61,1.87,2.39,13.23,13.57,4.54,6.74,4.5,11.48,10.78,10.82,0.71,3.38,0.3,8.94,9.77,10.64,18.64,-2.26,10.83,8.48,8.04,2.68,0.77,7.76,2.68,0,0.24,0.49,0,2.58,2.81,2.4,2.41,7.6,13.54,17.87,17.64,25.97,-1.87,3.09,8.04,2.68,2.67,2.77,1.6,1.07,1.08,1.13,0.2,0.05 +02.05.2020,2.79,1.94,2.5,13.79,14.04,4.85,6.9,4.38,11.43,11.3,11.3,0.16,3.22,0.3,7.43,10.96,11.47,17.74,-2.1,9.95,7.94,6.24,2.76,0.72,7.89,2.76,0,0.26,0.56,0,2.79,2.97,2.5,2.5,9.39,14.04,17.95,20.93,28.98,-2.11,3.73,6.23,2.76,2.74,2.61,0.93,0.29,0.27,0.18,0.2,0.07 +03.05.2020,2.99,1.55,2.09,12.93,13.21,5.1,7.08,4.41,11.38,10.84,10.84,0.53,3.11,0.3,7.68,10.15,11.87,16.89,-1.74,8.34,6.58,5.03,2.43,0.71,7.14,2.43,0,0.28,0.54,0,2.99,2.87,2.09,2.09,8.19,13.21,16.57,17.28,23.81,-1.53,3.23,5.02,2.43,2.4,2.25,0.53,-0.08,-0.1,-0.2,0.2,0.05 +04.05.2020,2.27,0.87,1.36,9.54,9.72,3.85,5.45,3.5,8.91,8.16,8.17,0.74,3.35,0.3,10.28,3.74,4.4,16.52,-2.71,12.8,10.16,12.09,4.22,0.61,12.28,4.22,0,0.17,0.48,0,2.26,2.2,1.36,1.37,2.32,9.71,16.69,20.11,30.35,-2.7,0.86,12.08,4.22,4.21,4.07,2.35,1.73,1.72,1.63,0.2,0.02 +05.05.2020,2.36,1.49,2.08,11.81,12.06,4.08,5.97,3.72,9.92,9.69,9.72,0.25,3.14,0.3,8.2,8.3,8.3,15.42,-2.26,10.81,8.53,7.13,3.09,0.43,8.02,3.09,0,0.16,0.55,0,2.34,2.57,2.08,2.09,6.57,12.03,15.09,16.24,24.72,-2.06,2.52,7.12,3.09,3.09,2.99,1.35,0.77,0.76,0.7,0.2,0.01 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+21.09.2020,1.14,0.27,0.86,6.21,6.39,1.86,2.96,1.67,4.85,5.3,5.34,-0.44,1.81,0.3,4.64,5.24,5.24,6.5,-1.54,7.39,5.82,1.27,2.09,0.7,2.96,2.09,0,0.07,0.55,0,1.11,1.31,0.86,0.87,3.11,6.35,6,6.24,11.99,-1.29,1.2,1.26,2.09,2.06,2.02,0.28,-0.21,-0.21,-0.26,0.2,0 +22.09.2020,1.49,-0.81,-0.19,4.08,4.07,2.46,2.94,1.04,3.46,4.33,4.29,-0.93,1.29,0.3,2.71,4.13,4.13,6.91,-1.03,5.02,3.97,2.78,2.33,0.79,3.14,2.33,0,0.08,0.65,0,1.52,0.95,-0.19,-0.21,2.15,4.1,6.45,6.26,10.17,-0.78,0.72,2.78,2.33,2.32,2.41,0.96,0.4,0.41,0.45,0.2,0 +23.09.2020,1.6,0.09,0.71,5.71,5.79,2.73,3.34,1.23,4.42,5,5,-0.6,1.61,0.3,3.77,4.98,4.96,6.28,-1.32,6.38,4.96,1.35,1.6,0.74,2.38,1.6,0,0.08,0.61,0,1.6,1.43,0.71,0.71,3.16,5.79,5.43,4.2,9.01,-0.92,1.09,1.35,1.6,1.59,1.68,0.26,-0.29,-0.28,-0.23,0.2,0 +24.09.2020,1.41,0.38,0.94,6.28,6.36,2.4,3.32,1.45,4.82,5.34,5.34,-0.51,1.88,0.3,4.78,4.96,4.94,5.92,-1.54,7.35,5.79,1,1.3,0.7,1.87,1.3,0,0.08,0.56,0,1.41,1.48,0.94,0.94,2.99,6.36,5.45,6.08,11.91,-1.34,1.1,1.01,1.3,1.32,1.45,0.19,-0.34,-0.32,-0.23,0.2,0 +25.09.2020,2.12,0.83,1.44,8.5,8.5,3.66,4.6,1.55,5.99,7.14,7.09,-1.14,2.07,0.3,3.78,7.78,9.51,11.86,-1.42,6.95,5.38,2.42,2.54,0.95,3.4,2.54,0,0.1,0.65,0,2.15,2.01,1.44,1.42,6.31,8.53,10.74,8.8,14.01,-0.94,2.43,2.42,2.54,2.57,2.5,1,0.45,0.45,0.44,0.2,0.11 +26.09.2020,2.15,2.62,3.7,13.69,13.91,4.59,6.5,2.46,9.64,10.01,10,-0.25,3.2,0.3,7.32,11.64,13.12,20.49,-2.26,10.85,8.4,7.49,3.64,1.15,5.32,3.64,0,0.23,1.09,0,2.16,2.94,3.7,3.69,9.35,13.91,19.05,17.48,25.8,-1.77,3.6,7.52,3.66,3.84,3.89,2.74,2.24,2.26,2.44,0.2,0.74 +27.09.2020,3.04,1.74,2.62,12.9,13.54,5.48,6.97,3.01,9.87,10.28,10.28,-0.42,3.1,0.3,7.33,11.31,11.58,19.13,-2.23,10.62,8.22,7.65,5,0.86,10.34,5,0,0.64,0.88,0,3.04,2.94,2.62,2.62,8.87,13.54,17.91,16.34,24.32,-1.72,3.71,7.61,5,4.95,4.37,1.77,1.19,1.12,0.75,0.2,0.58 +28.09.2020,2.78,1.45,2.18,11.31,11.66,4.96,6.58,3.13,9.64,9.12,9.13,0.5,2.92,0.3,7.69,8.37,8.67,11.73,-2.35,10.82,8.75,2.93,2.47,0.75,4.96,2.47,0,0.34,0.72,0,2.78,2.69,2.18,2.18,6.42,11.66,13.04,20.11,29.2,-2.84,2.52,2.91,2.47,2.44,2.3,0.52,-0.02,-0.03,-0.14,0.2,0.17 +29.09.2020,2.75,2.17,2.84,11.96,12.24,5.2,6.9,2.94,10.13,9.07,9.11,1.08,3.48,0.3,10.18,7.39,7.43,11.05,-2.82,13.16,10.55,3.53,2.73,0.65,5.11,2.73,0,0.17,0.63,0,2.73,3.01,2.84,2.85,5.1,12.2,11.95,18.13,28.92,-3.15,1.99,3.52,2.73,2.71,2.57,0.96,0.44,0.42,0.32,0.2,0.07 +30.09.2020,4.42,2.28,2.85,12.28,12.3,8.04,9.03,2.2,10.72,9.5,9.45,1.16,3.48,0.3,10.16,7.02,7.03,7.51,-2.66,12.59,9.98,0.44,1.32,0.75,2.58,1.32,0,0.12,0.6,0,4.45,3.9,2.85,2.83,5.13,12.33,7.56,10.77,20.81,-2.66,1.88,0.44,1.32,1.3,1.28,-0.21,-0.7,-0.71,-0.73,0.2,0.02 +01.10.2020,3.82,2.55,3.1,12.58,12.68,7.1,8.41,2.44,10.78,9.48,9.48,1.29,3.61,0.3,10.66,6.41,9.13,11.13,-2.35,11.25,8.89,2,1.9,0.81,3.43,1.9,0,0.11,0.55,0,3.81,3.74,3.1,3.1,5.17,12.68,10.78,12.34,21.2,-2.19,1.99,2,1.9,1.89,1.87,0.45,-0.06,-0.07,-0.08,0.2,0 +02.10.2020,4.21,2.27,2.8,11.86,11.86,7.67,8.6,2.15,10.32,9.12,9.08,1.15,3.53,0.3,10.52,5.53,8.18,12.28,-2.25,10.78,8.52,4.1,2.35,0.83,4.94,2.35,0,0.1,0.57,0,4.23,3.78,2.8,2.78,4.38,11.89,11.96,13.5,22,-2.11,1.61,4.1,2.35,2.35,2.34,0.94,0.45,0.45,0.44,0.2,0 +03.10.2020,3.5,3.08,3.65,13.72,13.92,6.76,8.41,2.77,11.51,10.02,10.05,1.52,3.95,0.3,11.8,7.02,9.72,12,-2.6,12.41,9.8,2.28,1.89,0.78,3.5,1.89,0,0.1,0.54,0,3.48,3.81,3.65,3.66,5.64,13.89,11.68,13.59,23.37,-2.46,2.17,2.28,1.89,1.89,1.88,0.61,0.08,0.08,0.07,0.2,0.01 +04.10.2020,3.45,2.22,2.78,11.62,11.72,6.4,7.59,2.25,9.78,8.84,8.84,0.93,3.36,0.3,9.79,5.99,8.7,10.26,-2.06,9.93,7.77,1.58,1.37,0.76,2.59,1.37,0,0.09,0.55,0,3.45,3.39,2.78,2.78,4.83,11.72,9.47,9.22,16.86,-1.73,1.77,1.59,1.37,1.37,1.47,0.3,-0.2,-0.19,-0.14,0.2,0 +05.10.2020,3.4,2.1,2.62,11.2,11.28,6.26,7.51,2.28,9.73,8.57,8.57,1.14,3.6,0.3,10.99,4.5,7.39,8.95,-2.41,11.44,9.03,1.57,2.05,0.62,3.45,2.05,0,0.08,0.51,0,3.4,3.32,2.62,2.62,3.42,11.27,8.64,10.39,19.41,-2.24,1.17,1.56,2.05,2.03,1.89,0.19,-0.33,-0.34,-0.44,0.2,0 +06.10.2020,3.7,2.33,2.89,11.87,11.95,6.85,8.03,2.29,10.23,8.98,8.98,1.23,3.59,0.3,10.79,5.14,8.07,8.48,-2.32,11.06,8.66,0.45,1.16,0.45,1.98,1.16,0,0.09,0.57,0,3.7,3.59,2.89,2.89,4.29,11.95,7.73,7.76,16.3,-1.92,1.39,0.45,1.16,1.15,1.13,-0.29,-0.79,-0.79,-0.81,0.2,0 +07.10.2020,3.53,2.36,2.98,12.44,12.53,6.56,7.92,2.39,10.27,9.46,9.46,0.8,3.68,0.3,10.72,6.21,9.74,10.08,-2.3,10.99,8.55,0.41,1.51,0.77,2.43,1.51,0,0.09,0.62,0,3.53,3.49,2.98,2.98,5.03,12.53,8.99,8.01,16.4,-1.79,1.91,0.4,1.51,1.49,1.37,-0.27,-0.76,-0.77,-0.86,0.2,0.04 +08.10.2020,3.73,2.08,2.61,11.75,11.77,6.78,7.9,2.23,9.84,9.2,9.16,0.62,3.59,0.3,10.46,5.62,9.09,8.23,-2.25,10.6,8.37,-0.86,0.62,0.8,1.06,0.62,0,0.12,0.56,0,3.76,3.47,2.61,2.59,4.4,11.8,8.04,10.11,18.54,-2.1,1.61,-0.86,0.62,0.61,0.61,-0.8,-1.27,-1.27,-1.28,0.2,0.09 +09.10.2020,3.07,2.2,2.79,11.09,11.25,5.79,7.02,2.25,9.36,8.3,8.3,1.07,4.15,0.3,13.13,3.16,6.92,11.58,-2.91,13.71,10.73,4.7,2.78,0.78,5.44,2.78,0,0.16,0.59,0,3.07,3.18,2.79,2.79,1.81,11.25,10.91,11.92,22.58,-2.56,0.66,4.7,2.78,2.78,2.67,1.08,0.6,0.59,0.52,0.2,0.15 +10.10.2020,3.55,2.26,2.86,11.86,12.03,6.55,7.77,2.41,10.07,9,9,1.05,3.72,0.3,11.22,5.44,8.45,11.23,-2.41,11.34,9,2.75,2.46,0.79,4.27,2.46,0,0.17,0.6,0,3.55,3.43,2.86,2.86,4.07,12.03,11.3,14.22,23.29,-2.34,1.56,2.74,2.46,2.43,2.3,0.71,0.24,0.22,0.12,0.2,0.1 +11.10.2020,3.05,1.84,2.38,10.02,10.14,5.63,6.87,2.25,9.06,7.63,7.63,1.41,3.84,0.3,12.44,2.38,5.12,10.9,-2.75,12.9,10.21,5.75,3.41,0.69,5.36,3.41,0,0.12,0.54,0,3.05,2.97,2.38,2.38,1.1,10.14,10.97,14.2,24.47,-2.67,0.29,5.74,3.41,3.4,3.39,2.04,1.57,1.57,1.55,0.2,0.05 +12.10.2020,2.82,2.23,2.82,11.44,11.63,5.35,6.93,2.6,9.83,8.56,8.6,1.3,3.78,0.3,11.72,4.59,7.43,10.66,-2.59,12.16,9.72,3.17,2.39,0.69,3.88,2.37,0.02,0.09,0.55,0,2.8,3.1,2.82,2.84,3.25,11.59,11.15,15.68,25.56,-2.68,1.24,3.16,2.39,2.38,2.37,0.96,0.51,0.51,0.49,0.2,0.01 +13.10.2020,3.11,2.39,2.98,11.85,11.95,5.88,7.3,2.45,9.89,8.87,8.87,1.05,3.67,0.3,10.91,5.54,8.29,8.01,-2.35,11.15,8.79,-0.28,1.04,0.7,1.87,1.04,0,0.09,0.59,0,3.11,3.28,2.98,2.98,4.26,11.95,7.67,9.22,17.99,-2.17,1.59,-0.28,1.04,1.03,1.01,-0.38,-0.85,-0.85,-0.87,0.2,0 +14.10.2020,3.2,3.09,3.84,13.98,14.14,6.33,8.08,2.69,11.18,10.15,10.15,1.1,4.3,0.3,12.78,6.66,10.95,11.54,-2.83,13.46,10.56,0.66,1.52,0.84,2.55,1.52,0,0.17,0.75,0,3.2,3.67,3.84,3.83,5.22,14.14,10.85,12.22,22.83,-2.62,2.1,0.66,1.52,1.54,1.47,-0.03,-0.48,-0.48,-0.51,0.2,0.32 +15.10.2020,4.74,2.8,3.45,14.34,14.56,8.69,9.89,2.79,12.24,10.95,10.91,1.24,3.99,0.3,11.54,8.05,11.23,16.44,-2.44,11.67,9.09,5.3,3.08,0.92,6.09,3.08,0,0.33,0.69,0,4.78,4.31,3.45,3.44,6.54,14.6,15.36,14.57,23.5,-2,2.67,5.29,3.08,3.07,2.95,1.37,0.93,0.92,0.84,0.2,0.35 +16.10.2020,5,4.04,4.71,21.7,21.96,9.1,13.02,5.98,19.09,16.98,16.99,2.12,4.59,0.3,11.08,16.46,19.36,18.11,-2.42,11.51,9,-1.2,0.98,0.82,1.87,0.98,0,0.2,0.66,0,4.99,5.07,4.71,4.71,15.04,21.94,17.39,17.73,26.63,-2.12,5.97,-1.21,0.98,0.96,0.84,-0.75,-1.2,-1.21,-1.29,0.2,0.15 +17.10.2020,5.05,3.75,4.42,24.21,24.32,8.75,14.1,8.33,22.29,19.8,19.8,2.46,4.85,0.3,11.08,18.98,21.68,22.98,-2.39,11.34,8.94,1.31,1.44,0.78,2.96,1.44,0,0.13,0.67,0,5.05,4.91,4.42,4.42,17.65,24.33,22.65,24.32,33.25,-2.24,6.83,1.3,1.44,1.43,1.42,0.12,-0.32,-0.32,-0.34,0.2,0.11 +18.10.2020,5.15,3.4,3.96,23.64,23.62,8.76,13.89,8.42,21.94,19.73,19.7,2.17,4.77,0.3,10.7,18.37,21.21,22.66,-2.29,10.8,8.53,1.45,1.49,0.76,2.98,1.49,0,0.09,0.6,0,5.17,4.78,3.96,3.94,17.23,23.66,22.44,24.4,32.96,-2.19,6.57,1.45,1.49,1.48,1.48,0.2,-0.24,-0.24,-0.25,0.2,0.08 +19.10.2020,5.29,3.92,4.61,25.57,25.65,9.11,14.88,8.97,23.73,20.97,20.96,2.74,5.17,0.3,12.23,19.31,22.09,24.52,-2.67,12.62,9.87,2.48,2.04,0.77,4.6,2.04,0,0.09,0.69,0,5.3,5.15,4.61,4.61,18.14,25.65,23.77,24.3,34.05,-2.36,6.98,2.47,2.04,2.02,1.89,0.29,-0.16,-0.18,-0.27,0.2,0.05 +20.10.2020,5.49,5.01,5.9,27.8,27.97,10.02,16.2,7.94,24.47,21.86,21.89,2.65,5.2,0.3,10.16,23.85,26.7,31.98,-2.16,10.37,8.23,5.31,2.9,0.79,6.12,2.9,0,0.11,0.87,0,5.48,5.8,5.9,5.91,22.57,27.95,31.73,33.65,41.93,-2.07,8.78,5.31,2.9,2.91,2.82,1.18,0.74,0.73,0.69,0.2,0.03 +21.10.2020,4.65,5.14,6.01,26.54,26.86,8.9,14.73,6.91,22.45,20.41,20.49,2.12,4.84,0.3,8.09,25.04,28.4,30.3,-1.77,8.55,6.77,1.9,1.81,0.8,4.14,1.81,0,0.12,0.79,0,4.59,5.42,6.01,6.04,23.21,26.8,30,31.19,37.96,-1.64,9.18,1.89,1.81,1.8,1.68,0.06,-0.39,-0.4,-0.48,0.2,0.07 +22.10.2020,4.26,3.23,3.99,19.5,19.58,7.75,11.87,5.3,17.15,15.51,15.51,1.64,3.79,0.3,7.71,16.59,19.5,19.64,-1.71,7.94,6.39,0.04,1,0.77,2.18,1,0,0.11,0.76,0,4.26,4.26,3.99,3.99,15.19,19.59,20.2,24.15,30.72,-1.9,5.84,0.04,1,0.99,0.99,-0.4,-0.83,-0.83,-0.84,0.2,0.03 +23.10.2020,4.49,3.75,4.54,21.54,21.56,8.16,12.81,5.65,18.53,17.07,17.02,1.51,4.52,0.3,10.04,16.94,20.6,20.88,-2.22,10.4,8.36,0.22,1.13,0.85,2.84,1.13,0,0.14,0.83,0,4.52,4.66,4.54,4.52,15.55,21.59,21.59,26.75,35.38,-2.51,5.96,0.21,1.13,1.14,1.05,-0.5,-0.94,-0.95,-1,0.2,0.08 +24.10.2020,4.96,2.46,3.35,19.54,19.58,8.55,13.25,5.64,18.14,16.3,16.22,1.76,4.19,0.3,10.1,14.15,17.5,19.98,-2.11,10.06,7.87,2.54,2.03,0.83,5.6,2.03,0,0.24,0.96,0,5.01,4.23,3.35,3.33,13.18,19.65,19.28,19.3,27.06,-1.8,4.99,2.52,2.03,2,1.76,-0.08,-0.52,-0.55,-0.71,0.2,0.09 +25.10.2020,5.14,3.08,3.86,20.34,20.37,9.01,13.55,5.69,18.75,16.55,16.51,2.14,4.29,0.3,10.48,14.86,17.7,24.01,-2.24,10.67,8.5,6.3,2.67,0.79,7.98,2.67,0,0.14,0.82,0,5.17,4.63,3.86,3.84,13.69,20.41,24.09,26.97,35.54,-2.25,5.19,6.28,2.67,2.65,2.52,0.82,0.36,0.34,0.25,0.2,0.05 +26.10.2020,4.36,3.91,4.74,21.37,21.56,8.07,12.68,5.85,18.85,16.58,16.61,2.3,4.45,0.3,10.77,16.17,19.33,22.99,-2.35,11.22,8.79,3.69,2.03,0.75,5.8,2.03,0,0.09,0.8,0,4.34,4.65,4.74,4.75,14.8,21.52,22.26,22.54,31.22,-2.05,5.76,3.68,2.03,2.02,1.9,0.23,-0.19,-0.2,-0.28,0.2,0.04 +27.10.2020,4.47,3.38,4.21,20.42,20.5,8.02,12.68,5.85,18.5,16.2,16.21,2.28,4.18,0.3,10.04,15.48,18.63,16.3,-2.17,10.26,8.08,-2.34,0.62,0.76,1.47,0.57,0.05,0.08,0.82,0,4.47,4.43,4.21,4.21,14.2,20.5,15.94,17.29,25.34,-2.03,5.47,-2.35,0.62,0.59,0.44,-1.33,-1.79,-1.81,-1.92,0.2,0.02 +28.10.2020,4.35,3.42,4.15,20.08,20.16,7.82,12.29,5.69,18.02,15.93,15.93,2.09,4.18,0.3,9.95,15.12,18.08,19.2,-2.15,10.23,8.08,1.14,1.59,0.73,3.77,1.54,0.05,0.07,0.73,0,4.34,4.39,4.15,4.15,13.94,20.16,18.89,20.49,28.58,-2.06,5.32,1.13,1.59,1.57,1.44,-0.3,-0.74,-0.76,-0.85,0.2,0.02 +29.10.2020,3.96,3.63,4.4,20.73,20.9,7.24,11.87,5.87,18.1,16.27,16.3,1.87,4.27,0.3,9.68,16.54,20.05,22.27,-2.12,10.11,8,2.23,2.12,0.76,4.26,2.11,0.01,0.07,0.74,0,3.93,4.31,4.41,4.42,15.04,20.86,21.98,23.63,31.64,-2.03,5.87,2.22,2.12,2.11,1.99,0.34,-0.11,-0.12,-0.2,0.2,0.09 +30.10.2020,4.26,3.79,4.59,22.43,22.49,7.64,12.84,6.22,19.23,17.91,17.87,1.37,4.8,0.3,10.79,17.54,22.13,26.97,-2.3,11.01,8.64,4.93,2.13,0.91,6.83,2.12,0.01,0.17,0.84,0,4.29,4.55,4.59,4.57,16,22.53,26.24,26.96,35.63,-2.1,6.25,4.92,2.14,2.18,2.03,0.38,-0.05,-0.06,-0.11,0.2,0.37 +31.10.2020,5.21,3.99,4.88,25.32,25.73,9.12,15.06,7.58,22.51,20.46,20.45,2.04,4.98,0.3,10.11,21.62,25.88,37.9,-2.08,10.24,7.94,12.17,4.85,0.93,13.16,4.61,0.25,0.44,0.91,0,5.22,5.1,4.88,4.88,20.12,25.73,36.38,33.89,41.58,-1.52,7.95,12.15,4.85,4.84,4.51,2.43,1.98,1.94,1.74,0.2,0.4 +01.11.2020,4.56,4.85,5.76,28.3,28.73,8.21,14.76,9.5,24.91,22.47,22.52,2.52,5.32,0.3,9.9,25.33,28.51,40.69,-2.15,10.41,8.3,12.19,4.07,0.83,11.55,3.74,0.33,0.3,0.87,0,4.52,5.23,5.76,5.78,23.72,28.69,40.61,43.16,51.58,-2.17,9.31,12.19,4.08,4.12,4.04,2.57,2.15,2.14,2.14,0.2,0.17 +02.11.2020,5.15,4.67,5.65,31.35,31.72,8.71,16.13,11.82,28.15,25.7,25.7,2.48,5.79,0.3,9.56,29.27,33.67,50.33,-1.98,9.87,7.79,16.76,4.64,0.96,14.57,4.22,0.41,0.37,0.98,0,5.16,5.43,5.65,5.65,27.5,31.72,49.35,48.78,56.48,-1.7,10.86,16.77,4.64,4.7,4.75,3.49,3.08,3.09,3.16,0.2,0.54 +03.11.2020,4.94,4.77,5.7,31.1,31.62,8.44,16.01,11.86,28.32,25.32,25.38,3.03,5.51,0.3,8.62,29.73,32.59,43.04,-1.86,9.1,7.15,10.45,3.35,0.77,10.35,3,0.35,0.38,0.89,0,4.91,5.36,5.7,5.72,28.06,31.57,42.33,42.1,49.13,-1.67,11.01,10.45,3.35,3.34,3.33,1.9,1.54,1.53,1.52,0.2,0.2 +04.11.2020,5.58,5.15,6.02,32.95,33.28,9.58,17.54,12.34,30.19,26.87,26.91,3.35,5.66,0.3,7.65,32.2,34.83,40.72,-1.69,8.26,6.64,5.84,2.03,0.7,6.27,1.77,0.26,0.22,0.84,0,5.56,5.88,6.02,6.04,30.85,33.24,40.81,43.18,49.88,-1.82,11.96,5.85,2.03,2.03,2.11,0.93,0.52,0.53,0.57,0.2,0.07 +05.11.2020,5.36,4.81,5.61,29.74,30,9.42,16.63,10.22,27.12,24.08,24.11,3.07,5.06,0.3,6.29,29.75,32.59,37.02,-1.37,6.8,5.49,4.38,1.91,0.67,5.08,1.77,0.14,0.19,0.77,0,5.34,5.6,5.61,5.62,28.32,29.98,37.14,39.26,44.82,-1.51,10.98,4.39,1.91,1.91,1.97,0.76,0.33,0.34,0.37,0.2,0.04 +06.11.2020,5.59,4.53,5.32,28.38,28.5,9.81,16.73,9.35,26.06,23.06,23.06,3,4.93,0.3,7.7,27.1,29.3,34.94,-1.73,8.29,6.63,5.59,2.07,0.68,5.4,1.95,0.12,0.12,0.79,0,5.59,5.56,5.32,5.32,25.26,28.5,35.07,37.63,44.33,-1.88,9.66,5.6,2.07,2.08,2.22,1.18,0.79,0.81,0.9,0.2,0.04 +07.11.2020,5.62,3.85,4.6,27.22,27.25,9.56,16.51,9.4,25.52,22.67,22.64,2.8,4.75,0.3,7.33,25.63,28.12,34.26,-1.59,7.72,6.27,6.08,2.78,0.68,7.02,2.62,0.15,0.13,0.78,0,5.64,5.23,4.6,4.59,24.18,27.29,34.82,38.62,45.06,-1.9,9.21,6.07,2.78,2.76,2.69,1.2,0.78,0.77,0.71,0.2,0.03 +08.11.2020,4.84,3.95,4.78,27.21,27.36,8.24,15.38,9.66,25.13,22.41,22.43,2.72,4.76,0.3,7.15,25.77,28.68,33.75,-1.6,7.74,6.28,5.01,2.83,0.66,5.97,2.76,0.07,0.11,0.82,0,4.83,4.9,4.78,4.78,24.52,27.35,34.3,38.09,44.54,-1.9,9.38,5,2.83,2.81,2.73,1.21,0.8,0.79,0.73,0.2,0.02 +09.11.2020,4.7,3.21,3.98,23.29,23.32,8.02,13.91,8.08,21.75,19.34,19.32,2.38,4.29,0.3,8.13,20.17,23.13,27.23,-1.8,8.52,6.87,4.02,2.44,0.66,5.48,2.39,0.04,0.1,0.8,0,4.71,4.45,3.98,3.98,18.99,23.35,27.79,31.8,38.84,-2.06,7.17,4.01,2.44,2.42,2.34,0.71,0.3,0.29,0.23,0.2,0.01 +10.11.2020,4.03,2.8,3.57,19.6,19.67,7.04,11.56,6.52,17.98,16.05,16.04,1.93,3.84,0.3,8.19,16.13,19.06,23.34,-1.79,8.52,6.8,4.23,2.26,0.67,4.53,2.26,0,0.1,0.77,0,4.03,3.92,3.57,3.56,14.84,19.69,23.48,26.07,32.95,-1.84,5.6,4.23,2.26,2.26,2.33,1.04,0.65,0.66,0.7,0.2,0 +11.11.2020,4.21,3.35,4.11,17.38,17.51,7.92,10.49,4.3,14.9,13.25,13.26,1.66,3.59,0.3,8.33,13.59,16.43,18.33,-1.87,8.88,7.08,1.85,1.49,0.66,3.23,1.49,0,0.11,0.75,0,4.21,4.29,4.11,4.12,12.31,17.51,18.47,21.13,28.29,-1.93,4.64,1.85,1.49,1.49,1.52,0.11,-0.25,-0.24,-0.23,0.2,0 +12.11.2020,4.71,3.38,4.11,16.66,16.72,8.81,10.78,3.53,14.15,12.57,12.55,1.57,3.48,0.3,8.19,12.55,15.41,17.13,-1.81,8.64,6.83,1.72,1.48,0.67,3.4,1.48,0,0.1,0.74,0,4.72,4.55,4.11,4.1,11.53,16.73,16.85,18.04,24.86,-1.7,4.29,1.72,1.48,1.47,1.47,0.04,-0.35,-0.35,-0.35,0.2,0 +13.11.2020,3.94,2.55,3.27,16.48,16.53,7.03,10.16,4.82,14.77,13.24,13.22,1.51,3.47,0.3,8.03,12.55,15.39,15.71,-1.77,8.47,6.7,0.33,1.32,0.66,3.13,1.32,0,0.1,0.73,0,3.95,3.75,3.27,3.26,11.48,16.55,15.44,16.71,23.41,-1.74,4.21,0.32,1.32,1.3,1.18,-0.47,-0.87,-0.89,-0.97,0.2,0 +14.11.2020,4.33,2.77,3.46,17.25,17.3,7.72,10.79,5.04,15.55,13.84,13.81,1.69,3.69,0.3,8.91,12.54,15.31,15.28,-1.96,9.34,7.38,-0.03,1.03,0.67,1.82,1.03,0,0.12,0.71,0,4.35,4.06,3.45,3.44,11.61,17.32,15.03,16.52,23.9,-1.96,4.58,-0.03,1.03,1.03,0.99,-0.42,-0.42,-0.43,-0.45,0.2,0 +15.11.2020,4.46,2.47,3.16,17.21,17.19,7.79,11.06,5.24,15.79,14.13,14.08,1.61,3.75,0.3,9.12,12.22,15.01,14.53,-1.96,9.39,7.36,-0.45,0.68,0.69,1.63,0.68,0,0.11,0.74,0,4.49,3.96,3.16,3.14,11.32,17.24,13.86,14.03,21.3,-1.81,4.23,-0.45,0.68,0.67,0.66,-0.77,-0.78,-0.78,-0.79,0.2,0 +16.11.2020,4.17,3.23,3.86,18.75,18.88,7.49,11.07,5.78,16.9,14.88,14.88,2.03,3.98,0.3,9.76,13.82,16.89,16.82,-2.15,10.29,8.06,-0.02,1.13,0.67,2.43,1.11,0.01,0.11,0.63,0,4.17,4.21,3.86,3.87,12.63,18.87,16.1,16.32,24.28,-1.98,4.72,-0.03,1.13,1.12,1.02,-0.68,-0.69,-0.7,-0.77,0.2,0 +17.11.2020,4.53,3.29,3.94,19.67,19.73,8.05,11.73,6.26,17.86,15.76,15.74,2.1,4.09,0.3,9.76,14.69,17.66,19.64,-2.13,10.17,8.04,1.99,1.51,0.67,2.94,1.48,0.03,0.1,0.66,0,4.54,4.41,3.94,3.93,13.6,19.74,19.36,21.02,29.07,-2.13,5.07,1.99,1.51,1.51,1.53,0.17,0.17,0.17,0.18,0.2,0 +18.11.2020,5,3.53,4.2,21.16,21.21,8.85,12.8,6.8,19.36,17,16.98,2.34,4.23,0.3,9.8,16.2,19,21.71,-2.12,10.17,7.97,2.75,1.53,0.71,3.89,1.49,0.04,0.1,0.69,0,5.02,4.76,4.2,4.19,15.18,21.23,21.02,21.18,29.05,-1.95,5.69,2.75,1.53,1.53,1.52,0.14,0.13,0.13,0.12,0.2,0 +19.11.2020,4.39,4.52,5.25,24.14,24.43,8.14,13.09,7.48,21.18,18.79,18.86,2.45,4.48,0.3,8.61,21.21,24.11,28.87,-1.89,9.22,7.18,4.85,2.24,0.68,5.52,2.17,0.07,0.11,0.67,0,4.35,4.98,5.25,5.28,19.88,24.37,27.76,26.21,33.2,-1.46,7.69,4.85,2.23,2.23,2.2,0.74,0.74,0.73,0.71,0.2,0 +20.11.2020,4.42,4.84,5.58,24.95,25.29,8.38,13.53,7.28,21.57,19.25,19.33,2.4,4.36,0.3,6.31,24.28,27.13,34.02,-1.36,6.95,5.42,6.97,3.35,0.67,5.93,3.31,0.04,0.12,0.66,0,4.37,5.16,5.58,5.62,22.94,25.22,32.84,30.53,35.74,-0.84,8.88,6.97,3.35,3.35,3.38,2.09,2.1,2.1,2.12,0.2,0 +21.11.2020,4.35,3.28,3.97,19.92,20.01,7.83,11.78,5.87,17.59,15.96,15.95,1.62,3.6,0.3,5.3,19.01,21.76,28.57,-1.15,5.7,4.54,6.78,2.6,0.65,5.98,2.55,0.05,0.11,0.69,0,4.35,4.3,3.97,3.97,17.85,20.02,28.27,28.61,33.13,-0.95,6.72,6.79,2.59,2.6,2.69,1.55,1.56,1.57,1.63,0.2,0 +22.11.2020,3.97,3.26,3.93,19.46,19.63,7.18,11.02,5.72,16.89,15.51,15.53,1.4,3.51,0.3,4.38,19.63,22.52,22.86,-1.03,4.96,4,0.3,1.11,0.65,2.07,1.07,0.04,0.11,0.65,0,3.96,4.11,3.93,3.94,18.33,19.61,23,24.74,28.83,-1.01,6.97,0.29,1.11,1.1,1.06,-0.4,-0.4,-0.41,-0.43,0.2,0 +23.11.2020,4.1,3.33,4.01,19.59,19.75,7.43,11.29,5.76,17.18,15.56,15.57,1.64,3.53,0.3,5,19,21.93,23.77,-1.16,5.6,4.51,1.83,1.91,0.66,3.9,1.8,0.11,0.11,0.67,0,4.09,4.23,4.01,4.02,17.85,19.74,23.89,25.76,30.35,-1.15,6.76,1.81,1.91,1.89,1.74,-0.04,-0.06,-0.08,-0.18,0.2,0 +24.11.2020,4.47,2.95,3.65,19.25,19.31,7.91,11.74,5.78,17.27,15.63,15.61,1.61,3.49,0.3,5.21,18.25,20.9,25.31,-1.15,5.63,4.55,4.38,2.26,0.68,4.58,2.12,0.13,0.12,0.71,0,4.49,4.22,3.65,3.64,17.13,19.32,25.43,27.28,31.92,-1.14,6.49,4.39,2.26,2.25,2.27,0.92,0.92,0.93,0.93,0.2,0 +25.11.2020,4.36,3.25,3.88,19.33,19.45,7.85,11.52,5.63,17.12,15.46,15.46,1.65,3.51,0.3,5.41,18.32,21.15,23.95,-1.22,5.9,4.68,2.81,1.85,0.66,4.11,1.74,0.11,0.12,0.63,0,4.36,4.32,3.88,3.88,17.09,19.45,23.66,24.19,28.85,-1.04,6.52,2.8,1.85,1.84,1.77,0.24,0.23,0.22,0.17,0.2,0 +26.11.2020,4.57,3.41,3.99,19.24,19.33,8.28,11.57,5.26,16.76,15.26,15.25,1.49,3.54,0.3,5.53,17.77,20.8,24.49,-1.21,5.96,4.67,3.72,1.78,0.72,3.6,1.68,0.1,0.11,0.59,0,4.58,4.5,3.99,3.99,16.88,19.34,23.82,23,27.58,-0.88,6.38,3.73,1.78,1.8,1.9,0.74,0.75,0.76,0.83,0.2,0.01 +27.11.2020,5,3.84,4.44,20.36,20.47,9.15,12.4,5.28,17.62,15.93,15.93,1.68,3.77,0.3,6.38,18.71,21.55,25.11,-1.42,6.87,5.45,3.56,1.59,0.84,3.98,1.5,0.09,0.12,0.61,0,5,4.93,4.44,4.44,17.41,20.47,24.85,25.8,31.25,-1.36,6.7,3.56,1.59,1.6,1.66,0.42,0.41,0.42,0.46,0.2,0.02 +28.11.2020,4.83,4.33,4.97,21.85,22.05,9.04,12.72,5.66,18.63,16.83,16.86,1.82,3.91,0.3,5.67,21.22,24.01,29.36,-1.25,6.22,4.97,5.35,2.61,0.72,5.14,2.47,0.13,0.13,0.62,0,4.81,5.06,4.97,4.98,19.86,22.02,29.09,29.84,34.8,-1.24,7.71,5.35,2.61,2.61,2.61,1.33,1.33,1.33,1.34,0.2,0 +29.11.2020,4.43,3.84,4.48,20.27,20.43,8.24,11.68,5.29,17.18,15.75,15.77,1.45,3.63,0.3,4.44,20.39,23.26,25,-1,4.97,3.97,1.72,1.27,0.73,2.88,1.19,0.08,0.11,0.62,0,4.41,4.64,4.48,4.49,19.17,20.41,24.75,25.3,29.27,-1,7.39,1.72,1.27,1.27,1.27,-0.04,-0.04,-0.04,-0.04,0.2,0 +30.11.2020,4.96,2.97,3.53,18.62,18.58,8.8,12.01,5.2,16.7,15.17,15.12,1.47,3.43,0.3,5.46,16.93,19.76,23.41,-1.21,5.82,4.68,3.61,1.92,0.78,4.73,1.84,0.07,0.09,0.61,0,5,4.47,3.53,3.51,16.08,18.63,23.54,25.59,30.37,-1.3,6.06,3.61,1.91,1.91,1.87,0.32,0.31,0.31,0.28,0.2,0 +01.12.2020,4.77,3.82,4.46,21.41,21.55,8.66,12.62,6.16,18.82,16.94,16.95,1.89,3.86,0.3,6,20.38,23.21,27.09,-1.36,6.63,5.34,3.86,1.94,0.84,4.44,1.88,0.07,0.12,0.63,0,4.77,4.8,4.46,4.46,18.96,21.54,27.22,29.42,34.86,-1.42,7.4,3.86,1.94,1.94,1.95,0.57,0.57,0.57,0.57,0.2,0 +02.12.2020,4.17,3.35,3.98,19.74,19.89,7.53,11.36,5.89,17.35,15.74,15.75,1.62,3.61,0.3,5.73,18.62,21.52,21.62,-1.32,6.31,4.99,0.09,0.8,0.76,2.54,0.78,0.02,0.13,0.62,0,4.16,4.27,3.98,3.99,17.32,19.89,21.32,22,26.97,-1.2,6.7,0.08,0.8,0.79,0.71,-0.88,-0.89,-0.9,-0.95,0.2,0 +03.12.2020,4.37,2.59,3.16,18.1,18.14,7.59,11.12,5.71,16.44,15,14.97,1.39,3.43,0.3,6,16.07,18.93,22.52,-1.33,6.44,5.18,3.56,1.86,0.71,4.18,1.8,0.06,0.13,0.6,0,4.39,3.98,3.16,3.14,15.08,18.17,22.64,24.76,30.02,-1.38,5.68,3.56,1.86,1.85,1.87,0.46,0.46,0.46,0.47,0.2,0 +04.12.2020,3.82,3.21,3.82,19.24,19.44,6.87,10.69,5.92,16.82,15.39,15.41,1.46,3.66,0.3,6.49,17.57,20.44,22.24,-1.5,7.19,5.76,1.76,1.18,0.76,3.42,1.17,0.02,0.14,0.59,0,3.81,4.03,3.82,3.83,16.16,19.42,22.37,24.71,30.56,-1.55,6.27,1.76,1.18,1.18,1.15,-0.34,-0.35,-0.35,-0.37,0.2,0 +05.12.2020,3.73,3.08,3.69,18.67,18.83,6.7,10.33,5.63,16.12,14.96,14.97,1.18,3.46,0.3,5.14,17.99,20.77,23.74,-1.15,5.69,4.55,2.97,1.49,0.77,4.11,1.49,0,0.12,0.59,0,3.72,3.89,3.69,3.69,16.71,18.82,23.47,24.07,28.61,-1.04,6.47,2.97,1.49,1.49,1.47,0.09,0.09,0.09,0.08,0.2,0 +06.12.2020,4.24,2.45,3.06,17.53,17.55,7.38,10.56,5.36,15.51,14.53,14.49,0.93,3.26,0.3,4.45,16.88,19.71,24.81,-0.94,4.79,3.85,5.1,2,0.81,4.51,1.97,0.04,0.13,0.64,0,4.27,3.85,3.06,3.04,15.88,17.59,24.55,24.93,28.78,-0.83,6.06,5.11,2,2.02,2.15,1.04,1.05,1.07,1.15,0.2,0 +07.12.2020,3.78,2.91,3.53,20.35,20.5,6.43,10.83,7.55,18.45,16.8,16.81,1.65,3.87,0.3,6.94,18.31,21.31,24.63,-1.58,7.6,6.09,3.28,1.57,0.79,4.43,1.5,0.07,0.12,0.61,0,3.78,3.86,3.53,3.54,16.98,20.49,24.76,27.27,33.46,-1.71,6.59,3.28,1.57,1.57,1.56,0.07,0.07,0.07,0.06,0.2,0 +08.12.2020,3.79,3.03,3.65,20.73,20.88,6.47,10.82,7.82,18.77,17.06,17.08,1.72,3.91,0.3,6.97,18.58,21.6,24.9,-1.53,7.47,5.94,3.29,1.56,0.78,3.49,1.5,0.06,0.12,0.62,0,3.78,3.92,3.65,3.66,17.36,20.87,24.63,25.77,31.71,-1.54,6.72,3.3,1.56,1.57,1.66,0.51,0.52,0.53,0.59,0.2,0 +09.12.2020,4.17,3.28,3.95,19.23,19.37,7.56,10.46,6.26,16.8,15.27,15.28,1.54,3.77,0.3,7.56,16.37,19.32,22.98,-1.67,8.07,6.4,3.66,1.82,0.8,5.16,1.78,0.04,0.12,0.66,0,4.17,4.24,3.95,3.95,15.12,19.36,22.7,23.82,30.21,-1.56,5.84,3.65,1.82,1.81,1.72,0.12,0.11,0.1,0.04,0.2,0 +10.12.2020,4.35,3.04,3.64,18.2,18.28,7.8,10.32,5.91,16.08,14.58,14.57,1.48,3.61,0.3,7.45,15.19,18.1,21.05,-1.64,7.86,6.3,2.91,2.05,0.77,4.17,1.99,0.05,0.12,0.61,0,4.35,4.2,3.64,3.63,13.97,18.3,21.16,23.57,29.95,-1.63,5.34,2.91,2.04,2.03,1.94,0.38,0.37,0.36,0.3,0.2,0 +11.12.2020,4.66,3.21,3.82,17.89,17.96,8.46,10.62,5.22,15.63,14.1,14.08,1.5,3.6,0.3,7.74,14.5,17.44,20.66,-1.68,8.13,6.44,3.22,1.68,0.8,3.86,1.64,0.04,0.12,0.63,0,4.67,4.44,3.82,3.81,13.36,17.98,20.33,21.43,27.85,-1.6,5.12,3.22,1.68,1.67,1.7,0.37,0.37,0.38,0.39,0.2,0 +12.12.2020,4.1,3.61,4.25,18.05,18.25,7.74,10.13,4.77,15.19,13.76,13.79,1.46,3.63,0.3,7.77,15.05,17.82,18.28,-1.72,8.32,6.52,0.49,1.17,0.78,2.6,1.15,0.02,0.12,0.61,0,4.08,4.37,4.25,4.26,13.69,18.23,17.58,17.4,23.82,-1.55,5.34,0.48,1.17,1.16,1.07,-0.48,-0.49,-0.5,-0.56,0.2,0 +13.12.2020,4.08,3.33,3.97,17.28,17.43,7.62,9.72,4.54,14.41,13.29,13.31,1.13,3.4,0.3,6.58,15.08,18.04,17.38,-1.45,7.03,5.57,-0.66,0.59,0.78,1.31,0.58,0.01,0.12,0.62,0,4.07,4.22,3.97,3.98,13.81,17.42,17.12,18.14,23.71,-1.45,5.34,-0.66,0.59,0.59,0.59,-0.81,-0.81,-0.81,-0.81,0.2,0 +14.12.2020,4.63,3.12,3.72,16.85,16.9,8.47,10.31,4.39,14.43,13.17,13.15,1.23,3.34,0.3,6.72,14.16,17.04,19.49,-1.46,7.08,5.61,2.45,1.49,0.82,3.46,1.46,0.03,0.12,0.63,0,4.65,4.38,3.72,3.71,13.04,16.92,19.2,20.11,25.73,-1.38,5,2.45,1.49,1.49,1.5,0.08,0.09,0.09,0.09,0.2,0 +15.12.2020,4.29,3.18,3.8,16.86,16.96,7.92,9.87,4.38,14.21,13.07,13.06,1.14,3.39,0.3,6.95,14.1,16.74,16.46,-1.53,7.37,5.76,-0.26,0.73,0.79,1.53,0.72,0.01,0.12,0.62,0,4.29,4.25,3.8,3.79,12.95,16.97,15.78,15.37,21.05,-1.21,4.98,-0.26,0.73,0.73,0.73,-0.67,-0.67,-0.67,-0.67,0.2,0 +16.12.2020,4.14,3.09,3.69,16.53,16.63,7.62,9.59,4.4,13.96,12.85,12.84,1.12,3.43,0.3,7.46,13.37,16.17,14.86,-1.66,7.93,6.26,-1.31,0.41,0.81,0.91,0.4,0.01,0.1,0.6,0,4.14,4.12,3.69,3.69,12.16,16.64,14.59,15.63,21.89,-1.5,4.69,-1.31,0.41,0.41,0.39,-1.01,-1.01,-1.01,-1.02,0.2,0 +17.12.2020,4.21,2.98,3.59,16.4,16.48,7.7,9.71,4.43,14.02,12.83,12.82,1.18,3.5,0.3,7.94,12.72,15.68,15.86,-1.75,8.36,6.62,0.18,0.7,0.78,1.92,0.69,0.01,0.12,0.63,0,4.22,4.11,3.59,3.59,11.57,16.49,15.6,16.88,23.51,-1.6,4.43,0.18,0.7,0.7,0.72,-0.66,-0.66,-0.66,-0.65,0.2,0 +18.12.2020,4.13,3.2,3.82,16.81,16.93,7.64,9.69,4.47,14.21,12.97,12.98,1.24,3.5,0.3,7.76,13.5,16.22,16.51,-1.72,8.24,6.51,0.29,0.8,0.82,1.95,0.78,0.01,0.11,0.61,0,4.12,4.18,3.82,3.82,12.21,16.92,16.24,17.35,23.86,-1.56,4.74,0.29,0.8,0.79,0.8,-0.55,-0.55,-0.54,-0.54,0.2,0.01 +19.12.2020,4.4,2.85,3.49,15.99,16.04,8.01,9.75,4.31,13.78,12.54,12.51,1.21,3.42,0.3,7.91,12.17,14.86,14.94,-1.73,8.26,6.52,0.08,0.55,0.78,1.69,0.54,0.01,0.11,0.66,0,4.42,4.12,3.49,3.48,11.08,16.06,14.65,15.68,22.19,-1.56,4.21,0.08,0.55,0.55,0.59,-0.62,-0.61,-0.61,-0.59,0.2,0 +20.12.2020,3.98,3.21,3.87,16.89,17.04,7.41,9.58,4.57,14.28,12.99,13.01,1.3,3.63,0.3,8.43,13.07,15.77,15.41,-1.89,8.99,7.1,-0.34,1.01,0.77,2.88,0.98,0.02,0.11,0.65,0,3.97,4.1,3.87,3.88,11.8,17.02,15.15,16.53,23.64,-1.73,4.56,-0.36,1,0.98,0.78,-1.01,-1.03,-1.05,-1.19,0.2,0 +21.12.2020,3.9,3.37,4.01,17.14,17.26,7.33,9.54,4.61,14.35,13.12,13.12,1.26,3.62,0.3,8.09,13.61,16.54,17.57,-1.79,8.54,6.79,1.03,0.89,0.8,2.54,0.88,0.02,0.11,0.64,0,3.9,4.13,4.01,4.01,12.34,17.25,17.44,19.28,26.15,-1.7,4.79,1.03,0.89,0.9,0.91,-0.43,-0.42,-0.42,-0.41,0.2,0.02 +22.12.2020,3.77,3.31,4.04,18.44,18.71,7,9.61,5.16,14.99,14.39,14.39,0.64,3.8,0.3,7.54,16,20.32,32.51,-1.58,7.98,6.18,12.33,2.8,1.02,11.87,2.72,0.08,0.25,0.73,0,3.77,4.02,4.05,4.05,14.54,18.7,30.96,27.85,33.77,-0.96,5.85,12.33,2.81,2.83,2.83,1.55,1.55,1.55,1.57,0.2,0.2 +23.12.2020,3.77,3.38,4.09,17.94,18.23,7.07,9.4,5.07,14.68,13.85,13.86,0.86,3.67,0.3,7.31,15.63,18.85,32.9,-1.57,7.78,6.16,14.07,2.58,0.97,12.58,2.47,0.11,0.28,0.7,0,3.77,4.02,4.09,4.09,14.17,18.23,32.34,32.56,38.7,-1.37,5.61,14.09,2.59,2.62,2.77,1.79,1.81,1.83,1.95,0.2,0.17 +24.12.2020,3.97,3.96,4.7,19.44,19.82,7.66,10.11,5.05,15.64,14.68,14.72,1.02,3.85,0.3,7.22,17.85,21.08,35.37,-1.57,7.82,6.1,14.37,3,0.93,14.68,2.83,0.16,0.26,0.7,0,3.94,4.45,4.7,4.72,16.04,19.78,34.28,32.62,38.55,-1.14,6.56,14.37,3,3,2.89,1.38,1.37,1.36,1.3,0.2,0.21 +25.12.2020,4.68,4.16,4.82,19.33,19.6,8.94,11.09,4.77,16.05,14.48,14.5,1.59,3.71,0.3,7.17,17.12,19.57,34.59,-1.55,7.65,6.02,15.05,2.56,0.85,13.89,2.38,0.18,0.21,0.63,0,4.67,4.87,4.82,4.83,15.72,19.58,33.88,33.39,39.3,-1.26,6.18,15.05,2.56,2.56,2.67,1.72,1.74,1.75,1.82,0.2,0.12 +26.12.2020,4.69,2.56,3.14,14.84,14.79,8.48,9.7,3.85,12.89,11.8,11.73,1.02,3.07,0.3,6.59,11.89,14.27,23.45,-1.42,6.7,5.28,9.15,1.77,0.78,9.13,1.62,0.14,0.12,0.63,0,4.73,4.05,3.14,3.12,10.8,14.85,23.19,23.94,29.2,-1.28,4.05,9.15,1.77,1.77,1.83,0.85,0.86,0.87,0.9,0.2,0.07 +27.12.2020,5.4,2.39,2.96,14.96,14.84,9.59,10.65,3.89,13.46,12.15,12.05,1.19,3.26,0.3,7.74,10.71,13.17,21.87,-1.68,7.88,6.26,8.66,1.79,0.81,8.78,1.65,0.13,0.14,0.67,0,5.47,4.33,2.96,2.92,9.86,14.93,21.98,24.37,30.71,-1.7,3.62,8.66,1.78,1.78,1.84,0.74,0.75,0.76,0.79,0.2,0.05 +28.12.2020,3.89,3.99,4.66,20.27,20.55,7.36,10.31,6.62,17.48,15.52,15.58,2.01,4.35,0.3,10.56,15.58,18.23,22.84,-2.49,11.55,9.3,4.52,1.43,0.74,6.68,1.34,0.1,0.12,0.62,0,3.85,4.42,4.66,4.68,13.92,20.5,23.85,30.25,39.86,-2.89,5.48,4.51,1.43,1.42,1.28,-0.28,-0.3,-0.31,-0.4,0.2,0.04 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11;0.47;0.83;1.90;2.73;0.61;2.15;0.45;1.4;1.08;1.60;0.23;0.51;0.59;1.55;0.39;0.19;0.20 +2011;10;Okt 11;0.45;2.66;0;2.66;0.57;2.17;0.39;1.18;1.04;1.61;0.21;0.51;0.73;1.35;0.39;0.18;0.20 +2011;11;Nov 11;0.41;2.30;0;2.30;0.59;2.12;0.3;1.18;1.24;1.53;0.21;0.51;0.7;1.46;0.24;0.18;0.21 +2011;12;Dez 11;0.46;3;0;3;0.62;2.40;0.34;1.39;1.1;1.52;0.20;0.55;0.7;1.3;0.30;0.2;0.21 +2012;1;Jan 12;0;2.81;0;2.81;0.63;2.37;0.45;1.38;1.05;1.56;0.18;0.64;0.56;1.35;0.39;0.25;0.20 +2012;2;Feb 12;0.44;2.67;0;2.67;0.54;2.32;0.44;1.33;1.06;1.60;0.17;0.64;0.67;1.40;0.40;0.25;0.19 +2012;3;Mrz 12;0.41;2.44;0.07;2.51;0.61;2.10;0.45;1.22;1.08;1.56;0.1;0.67;0.62;1.56;0.39;0.25;0.20 +2012;4;Apr 12;0.4;0.81;1.81;2.62;0.60;2;0.43;1.21;1.18;1.6;0.18;0.5;0.72;1.66;0.43;0.25;0.19 +2012;5;Mai 12;0.37;0.81;1.84;2.65;0.61;2.10;0.46;1.1;1.30;1.8;0.21;0.54;0.75;1.74;0.44;0.26;0.20 +2012;6;Jun 12;0.38;0.96;1.85;3;0.60;2.26;0.45;1.26;1.16;1.67;0.15;0.70;0.71;1.45;0.42;0.26;0.19 +2012;7;Jul 12;0.40;0.90;1.9;2.82;0.60;2.51;0.47;1.44;1.10;1.59;0.14;0.62;0.7;1.4;0.41;0.23;0.14 +2012;8;Aug 12;0.38;0.90;2;2.60;0.58;2.29;0.39;1.3;1.15;1.8;0.18;0.58;0.8;1.56;0.41;0.2;0.18 +2012;9;Sep 12;0.37;0.82;1.61;2.42;0.57;2.21;0.34;1.20;1.06;1.64;0.17;0.62;1;1.35;0.40;0.24;0.18 +2012;10;Okt 12;0.38;2.43;0.00;2.44;0.58;2.20;0.42;1.17;1.05;1.53;0.15;0.58;0.73;1.40;0.39;0.20;0.20 +2012;11;Nov 12;0.38;2.52;0.12;2.64;0.59;2.23;0.38;1.3;1.07;1.49;0.17;0.66;0.51;1.65;0;0.14;0.21 +2012;12;Dez 12;0.38;2.44;0.13;2.57;0.58;2.21;0.44;1.30;1.06;1.6;0.15;0.70;0.45;1.44;0.41;0.22;0.2 +2013;1;Jan 13;0.39;2.83;0;2.83;0.48;2.41;0.47;1.40;0.9;1.49;0.14;0.75;0.64;1.33;0.5;0.22;0.21 +2013;2;Feb 13;0.40;2.76;0.03;2.79;0.44;2.32;0.4;1.33;0.87;1.62;0.15;0.78;0.49;1.50;0.39;0.23;0.19 +2013;3;Mrz 13;0.49;2.56;0.05;2.60;0.43;2.17;0.44;1.24;0.92;1.54;0.16;0.78;0.63;1.5;0.40;0.25;0.21 +2013;4;Apr 13;0.4;0.84;1.81;2.65;0.55;2.15;0.41;1.28;1.17;1.63;0.15;0.75;0.68;1.47;0.40;0.25;0.14 +2013;5;Mai 13;0.4;0.94;1.9;2.81;0.60;2.3;0.46;1.31;1.17;1.51;0.18;0.74;0.81;1.46;0.40;0.24;0.18 +2013;6;Jun 13;0.44;0.92;1.85;2.77;0.60;2.28;0.45;1.37;1.20;1.54;0.18;0.77;0.8;1.6;0.4;0.25;0.18 +2013;7;Jul 13;0.45;0.73;1.60;2.33;0.51;2.15;0.5;1.26;1.36;1.74;0.20;0.79;0.8;1.7;0.42;0.26;0.19 +2013;8;Aug 13;0;0.85;1.74;2.59;0.43;2.26;0.45;1.27;1.25;1.64;0.16;0.72;0.79;1.59;0.42;0.26;0.19 +2013;9;Sep 13;0.38;0.9;1.77;2.67;0.57;2.30;0.43;1.33;1.14;1.46;0.1;0.75;0.68;1.37;0.40;0.26;0.19 +2013;10;Okt 13;0.38;2.62;0;2.62;0.60;2.3;0.43;1.31;1.14;1.51;0.14;0.63;0.64;1.4;0.4;0.24;0.16 +2013;11;Nov 13;0.38;2.86;0;2.86;0.6;2.23;0.39;1.38;1.13;1.6;0.15;0.7;0.53;1.47;0.40;0.24;0.18 +2013;12;Dez 13;0.37;2.67;0;2.67;0.56;2.19;0.42;1.30;1.1;1.38;0.15;0.73;0.62;1.41;0.38;0.25;0.19 +2014;1;Jan 14;0.39;2.50;0;2.50;0.54;2.20;0.43;1.28;0.82;1.43;0;0.77;0.65;1.57;0.41;0.26;0.20 +2014;2;Feb 14;0.40;2.5;0;2.5;0.52;2.17;0.40;1.25;1.04;1.46;0.1;0.74;0.65;1.53;0.40;0.25;0.18 +2014;3;Mrz 14;0.41;2.21;0.21;2.42;0.57;2.20;0.43;1.27;1.08;1.45;0.16;0.73;0.68;1.54;0.39;0.23;0.20 +2014;4;Apr 14;0.41;0.75;1.63;2.38;0.56;2.23;0.45;1.26;1.17;1.64;0.16;0.78;0.64;1.35;0.40;0.26;0.18 +2014;5;Mai 14;0.42;0.91;1.91;2.82;0.57;2.37;0.5;1.39;1.19;1.73;0.15;1.01;0.74;1.04;0.41;0.27;0.20 +2014;6;Jun 14;0.43;0.81;1.76;2.57;0.6;2.25;0.45;1.27;1.19;1.88;0.1;1.19;0.7;1.05;0.43;0.28;0.20 +2014;7;Jul 14;0.4;0.83;1.92;2.76;0.57;2.34;0.41;1.33;1.20;1.90;0.14;1.15;0.7;1.04;0.48;0.32;0.20 +2014;8;Aug 14;0.41;0.71;1.69;2.4;0.52;2.22;0.37;1.23;1.10;1.75;0.13;1.04;0.67;0.9;0.57;0.29;0.19 +2014;9;Sep 14;0.41;0.69;1.71;2.41;0.55;2.2;0.46;1.23;1.11;1.69;0.1;0.97;0.68;0.97;0.5;0.30;0.20 +2014;10;Okt 14;0.40;2.43;0.02;2.45;0.55;2.20;0.41;1.29;1.12;1.45;0.12;0.92;0.70;1.06;0.47;0.30;0.20 +2014;11;Nov 14;0.41;2.42;0.01;2.42;0.56;2.08;0.38;1.22;1.11;1.55;0.10;0.93;0.64;1.10;0.47;0.30;0.19 +2014;12;Dez 14;0.40;2.75;0.02;2.77;0.58;2.23;0.39;1.31;1.08;1.41;0.11;0.96;0.7;1.05;0.5;0;0.20 +2015;1;Jan 15;0.43;2.99;0.00;2.99;0.58;2.37;0.42;1.41;1.10;1.50;0.1;0.94;0.71;1.01;0.48;0.30;0.20 +2015;2;Feb 15;0.43;2.7;0;2.7;1;2.1;0.34;1.2;1.10;1.53;0.13;0.91;0.70;1.13;0.46;0.27;0.18 +2015;3;Mrz 15;0.42;2.85;0.06;2.91;0.6;2.31;0.34;1.3;1.10;1.53;0.12;0.94;0.71;1.15;0.46;0.27;0.2 +2015;4;Apr 15;0.41;0.69;1.92;2.6;0.56;2.2;0.41;1.17;1.15;1.65;0.1;1.03;0.73;1.10;0.5;0.28;0.20 +2015;5;Mai 15;0.42;0.75;1.74;2.50;0.54;2.20;0.48;1.18;1.20;1.85;0.13;1.12;0.81;0.92;0.48;0.32;0.21 +2015;6;Jun 15;0.43;0.86;1.86;2.71;0.59;2.26;0.38;1.23;1.22;2.02;0.13;1.23;0.93;0.99;0.50;0.34;0.21 +2015;7;Jul 15;0.42;0.83;1.89;2.72;0.6;2.32;0.41;1.26;1.21;1.87;0.13;1.00;0.86;1.17;0.55;0.33;0.2 +2015;8;Aug 15;0.40;0.73;1.63;2.35;0.6;2.19;0.46;1.18;1.34;2.04;0.14;1.06;0.91;1.19;0.54;0.32;0.23 +2015;9;Sep 15;0.4;0.67;1.82;2.49;0.57;2.21;0.48;1.20;0.98;1.88;0.1;0.98;0.8;1.05;0.38;0.3;0.19 +2015;10;Okt 15;0.41;2.7;0.00;2.71;0.59;2.36;0.51;1.3;0.9;1.80;0.12;0.85;0.82;1.23;0.35;0.27;0.2 +2015;11;Nov 15;0.43;3.05;0;3.05;0.62;2.4;0.28;1.37;0.95;1.74;0.10;0.79;0.78;1.40;0.36;0.25;0.19 +2015;12;Dez 15;0.42;2.5;0;2.5;0.57;2.25;0.50;1.36;0.95;1.66;0.09;0.80;0.77;1.35;0.36;0.25;0.20 +2016;1;Jan 16;0.43;2.71;0;2.71;0.60;2.35;0.44;1.37;0.99;1.67;0.10;0.8;0.77;1.48;0.38;0.27;0.20 +2016;2;Feb 16;0.44;2.9;0;2.9;0.58;2.34;0.38;1.32;0.99;1.69;0.1;0.76;0.77;1.44;0.40;0.30;0.18 +2016;3;Mrz 16;0.44;2.60;0.07;2.67;0.58;2.2;0.43;1.2;1.01;1.73;0.11;0.74;0.76;1.39;0.41;0.29;0.20 +2016;4;Apr 16;0.43;0.81;1.91;2.72;0.58;2.32;0.47;1.27;1.10;1.82;0.12;0.74;0.75;1.48;0.46;0.30;0.20 +2016;5;Mai 16;0.40;0.81;1.87;2.68;0.58;2.28;0.45;1.18;1.27;1.99;0.1;0.84;0.77;1.55;0.48;0.3;0.22 +2016;6;Jun 16;0.47;0.93;2.05;2.98;0.59;2.5;0.3;1.26;1.3;2.0;0.15;0.89;0.72;1.63;0.47;0.30;0.21 +2016;7;Jul 16;0.43;0.80;1.94;2.74;0.6;2.3;0.38;1.24;1.19;1.91;0.16;0.95;0.77;1.7;0.44;0.30;0.22 +2016;8;Aug 16;0.41;0.75;1.78;2.53;0.52;2.20;0.44;1.24;1.1;1.56;0.13;1.05;0.81;1.28;0.45;0.28;0.20 +2016;9;Sep 16;0.42;0.75;1.74;2.49;0.57;2.16;0.47;1.27;1.12;1.80;0.2;0.86;0.77;1.70;0.47;0.30;0.20 +2016;10;Okt 16;0.42;2.67;0.05;2.72;0.6;2.26;0.40;1.31;1.07;1.50;0.11;0.79;0.78;1.42;0.45;0.28;0.20 +2016;11;Nov 16;0.46;2.68;0.01;2.68;0.60;2.25;0.46;1.34;1.07;1.58;0.1;0.76;0.79;1.54;0.45;0.29;0.2 +2016;12;Dez 16;0.46;2.76;0;2.76;0.60;2.29;0.42;1.34;1.06;1.53;0.11;0.74;0.77;1.41;0.43;0.26;0.21 +2017;1;Jan 17;0.47;2.75;0;2.75;0.59;1.99;0.41;1.27;1.06;1.61;0.12;0.82;0.77;1.32;0.47;0.25;0.20 +2017;2;Feb 17;0.49;2.73;0;2.73;0.60;1.98;0.40;1.3;1.16;1.6;0.13;0.8;0.8;1.29;0.46;0.25;0.18 +2017;3;Mrz 17;0.47;2.91;0.10;3.01;0.63;2.07;0.37;1;1.21;2;0.13;0.90;0.74;1.3;0.45;0.26;0.20 +2017;4;Apr 17;0.47;0.78;1.93;2.71;0.62;1.92;0.38;1.17;1.25;1.51;0.12;0.88;0.6;1.48;0.46;0.31;0.20 +2017;5;Mai 17;0.5;0.81;1.95;2.76;0.63;1.93;0.41;1.18;1.17;1.84;0.16;1.0;0.8;1.54;0.5;0.33;0.2 +2017;6;Jun 17;0.48;1.01;2.15;3.17;0.68;2.20;0.46;1.34;1.25;1.75;0.14;1.0;0.83;1.58;0.46;0.31;0.21 +2017;7;Jul 17;0.51;1.11;2.30;3.41;0.69;2.38;0.49;1.60;1.09;1.62;0.11;1.0;0.8;1.44;0.46;0.30;0.22 +2017;8;Aug 17;0.46;0.80;2.03;2.83;0.62;1.99;0.5;1.31;1.05;1.47;0.12;0.9;0.7;1.41;0.46;0.3;0.2 +2017;9;Sep 17;0.45;0.83;2.08;2.9;0.63;2.01;0.46;1.25;0.99;1.59;0.11;0.92;0.74;1.41;0.44;0.30;0.2 +2017;10;Okt 17;0.45;3.13;0.05;3.18;0.65;2.27;0.45;1.44;0.99;1.56;0.1;0.91;0.73;1.30;0.42;0.30;0.23 +2017;11;Nov 17;0.46;3.12;0.0;3.16;0.64;2.25;0.46;1.5;1.00;1.7;0.1;0.84;0.70;1.27;0.42;0.31;0.2 +2017;12;Dez 17;0.48;2.97;0.05;3.0;0.62;2.03;0.40;1.40;1.00;1.6;0.12;0.93;0.60;1.26;0.42;0.31;0.22 +2018;1;Jan 18;0.50;3.19;0.05;3.2;0.65;2.18;0.47;1.49;1.04;1.67;0.11;0.86;0.59;1.37;0.4;0.32;0.23 +2018;2;Feb 18;0.49;2.82;0.05;2.86;0.59;1.94;0.36;1.23;1.06;1.61;0.1;0.82;0.6;1.59;0.44;0.30;0.20 +2018;3;Mrz 18;0.49;2.95;0.13;3.07;0.63;2.10;0.42;1.36;1.09;1.72;0.03;0.88;0.58;1.60;0.45;0.30;0.22 +2018;4;Apr 18;0.48;0.93;2.09;3.02;0.46;2.31;0.41;1.34;1.14;1.80;0.1;0.98;0.64;1.55;0.46;0.32;0.17 +2018;5;Mai 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inst/extdata/config}/outflows_multiple.csv (100%) rename {config => inst/extdata/config}/sections.csv (100%) diff --git a/config/flows_in_out.csv b/inst/extdata/config/flows_in_out.csv similarity index 100% rename from config/flows_in_out.csv rename to inst/extdata/config/flows_in_out.csv diff --git a/config/outflows_multiple.csv b/inst/extdata/config/outflows_multiple.csv similarity index 100% rename from config/outflows_multiple.csv rename to inst/extdata/config/outflows_multiple.csv diff --git a/config/sections.csv b/inst/extdata/config/sections.csv similarity index 100% rename from config/sections.csv rename to inst/extdata/config/sections.csv From ef7e8fac23820ff4fec6c36c1e23871ac32e66b1 Mon Sep 17 00:00:00 2001 From: mrustl Date: Fri, 8 Nov 2024 11:36:27 +0100 Subject: [PATCH 04/38] Add @daniel-wicke as package author --- DESCRIPTION | 2 ++ _pkgdown.yml | 4 +++- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index ee3a26b..470d5cd 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,6 +2,8 @@ Package: kwb.BerlinWaterModel Title: R Package of Berlin Water Model Version: 0.0.0.9000 Authors@R: c( + person("Daniel", "Wicke", , "daniel.wicke@kompetenz-wasser.de", role = "aut", + comment = c(ORCID = "0000-0002-5722-5433")), person("Michael", "Rustler", , "michael.rustler@kompetenz-wasser.de", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-0647-7726")), person("IMPETUS", role = "fnd"), diff --git a/_pkgdown.yml b/_pkgdown.yml index f5e3de6..03f930d 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -1,7 +1,9 @@ url: https://kwb-r.github.io/kwb.BerlinWaterModel authors: + Daniel Wicke: + href: https://www.kompetenz-wasser.de/en/ueber-uns/team/daniel-wicke Michael Rustler: - href: https://mrustl.de + href: https://www.kompetenz-wasser.de/en/ueber-uns/team/michael-rustler IMPETUS: href: https://www.kompetenz-wasser.de/en/forschung/projekte/impetus html: Date: Fri, 8 Nov 2024 12:57:29 +0100 Subject: [PATCH 05/38] correction of 2 section_out_id new column "section_out_name" --- inst/extdata/config/outflows_multiple.csv | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/inst/extdata/config/outflows_multiple.csv b/inst/extdata/config/outflows_multiple.csv index 2446942..d35b4d2 100644 --- a/inst/extdata/config/outflows_multiple.csv +++ b/inst/extdata/config/outflows_multiple.csv @@ -1,5 +1,5 @@ -outflow_id;section_name;section_in_id;section_out_id;section_out_share;section_out_function -MO_S03;Dahme;S02;S07;0.9 (Median, tbc);Masterarbeit HS -MO_S03;Dahme;S02;S20;(1 - section_out_share_S07); -MO_S09;Spree 2;S07;S15;0.86 (Median, tbc);Masterarbeit HS -MO_S09;Spree 2;S07;S12;(1 - section_out_share_S14); +outflow_id;section_name;section_in_id;section_out_id;section_out_name;section_out_share;section_out_function +MO_S03;Dahme;S02;S07;Spree 1;0.9 (Median, tbc);Masterarbeit HS +MO_S03;Dahme;S02;S21;Rudower Teltowkanal;(1 - section_out_share_S07); +MO_S09;Spree 2;S07;S15;Spree 3;0.86 (Median, tbc);Masterarbeit HS +MO_S09;Spree 2;S07;S12;Britzer Verbindungskanal;(1 - section_out_share_S14); From d9dd1589dfb1e269bdf7cef70b0eca7a229672ef Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Tue, 12 Nov 2024 16:25:39 +0100 Subject: [PATCH 06/38] =?UTF-8?q?Wuhle-EZG=20Regen=20f=C3=BCr=20kwb.DWD?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- inst/extdata/input_data/GIS/Wuhle-EZG.dbf | Bin 0 -> 189 bytes inst/extdata/input_data/GIS/Wuhle-EZG.prj | 1 + inst/extdata/input_data/GIS/Wuhle-EZG.shp | Bin 0 -> 636 bytes inst/extdata/input_data/GIS/Wuhle-EZG.shx | Bin 0 -> 108 bytes 4 files changed, 1 insertion(+) create mode 100644 inst/extdata/input_data/GIS/Wuhle-EZG.dbf create mode 100644 inst/extdata/input_data/GIS/Wuhle-EZG.prj create mode 100644 inst/extdata/input_data/GIS/Wuhle-EZG.shp create mode 100644 inst/extdata/input_data/GIS/Wuhle-EZG.shx diff --git a/inst/extdata/input_data/GIS/Wuhle-EZG.dbf 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literal 108 zcmZQzQ0HR64$NLKGcd3M7Qx2Q|u9)!X#$yN9luWntoVOjY NYex|^Vqjq80028a61)Ha literal 0 HcmV?d00001 From 8c03128d9b4bb5491b0e8b6282cf1b46e327096f Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Wed, 13 Nov 2024 11:17:28 +0100 Subject: [PATCH 07/38] fisbroker.R added --- R/fisbroker.R | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 R/fisbroker.R diff --git a/R/fisbroker.R b/R/fisbroker.R new file mode 100644 index 0000000..5ff0da1 --- /dev/null +++ b/R/fisbroker.R @@ -0,0 +1,11 @@ +kanal <- kwb.fisbroker::read_wfs(dataset_id = "s02_09kanalisation2012") + +library(dplyr) + +kanal[1:100,] %>% +# dplyr::filter(ageb1 == "Wuhle") %>% + sf::st_transform(4326) %>% + leaflet::leaflet() %>% + leaflet::addTiles() %>% + leaflet::addProviderTiles(leaflet::providers$CartoDB.Positron) %>% + leaflet::addPolygons(fillColor = "blue") From 8711f913e68f2c3f1b5d4e70ced6a5e912aa457a Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 13 Nov 2024 11:19:44 +0100 Subject: [PATCH 08/38] Move to R scripts --- {R => inst/extdata/scripts}/fisbroker.R | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename {R => inst/extdata/scripts}/fisbroker.R (100%) diff --git a/R/fisbroker.R b/inst/extdata/scripts/fisbroker.R similarity index 100% rename from R/fisbroker.R rename to inst/extdata/scripts/fisbroker.R From 467bb9da9cfff1d35b313ce00071b1a0312577cd Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 13 Nov 2024 11:54:04 +0100 Subject: [PATCH 09/38] Add overview of DWD stations for Wuhle EZG also sent html file via Slack --- .Rbuildignore | 1 + data-raw/dwd-rain-ezg.R | 137 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 138 insertions(+) create mode 100644 data-raw/dwd-rain-ezg.R diff --git a/.Rbuildignore b/.Rbuildignore index 78c4d54..601bb6f 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -8,3 +8,4 @@ ^codecov\.yml$ ^index\.md$ ^README\.md$ +^data-raw$ diff --git a/data-raw/dwd-rain-ezg.R b/data-raw/dwd-rain-ezg.R new file mode 100644 index 0000000..9edf5b7 --- /dev/null +++ b/data-raw/dwd-rain-ezg.R @@ -0,0 +1,137 @@ +## code to prepare `dwd-rain-ezg` dataset goes here +remotes::install_github("kwb-r/kwb.dwd@get-rid-of-rgdal") + + +install.packages("rdwd") +library(dplyr) +rdwd::updateRdwd() + +ids <- rdwd::findID("Berlin", exactmatch = FALSE) + + +shapefiles <- "inst/extdata/input_data/GIS/Wuhle-EZG.shp" + +wuhle_ezg_shp <- sf::read_sf(shapefiles) %>% + sf::st_transform(4326) + +wuhle_ezg_shp_center <- wuhle_ezg %>% + sf::st_point_on_surface() + + +kanal <- kwb.fisbroker::read_wfs(dataset_id = "s02_09kanalisation2012") + +wuhle_ezg_fisbroker <- kanal %>% + dplyr::filter(ageb1 == "Wuhle") %>% + sf::st_transform(4326) + +bbox <- wuhle_ezg_fisbroker %>% + sf::st_union() %>% + sf::st_point_on_surface() %>% + sf::st_bbox() + + +wuhle_stations <- rdwd::nearbyStations(lat = bbox[2], + lon = bbox[1], + radius = 10) + +wuhle_rain_daily_stations <- wuhle_stations %>% + dplyr::filter(var == "more_precip", + res == "daily", + per == "historical") %>% + sf::st_as_sf(coords = c("geoLaenge", "geoBreite"), + crs = 4326) %>% + dplyr::mutate(label = sprintf("%d: %s (%s - %s)", + Stations_id, + Stationsname, + von_datum, + bis_datum)) + + +lf <- wuhle_ezg_fisbroker %>% + sf::st_union() %>% + sf::st_transform(4326) %>% + leaflet::leaflet() %>% + leaflet::addTiles() %>% + leaflet::addProviderTiles(leaflet::providers$CartoDB.Positron) %>% + leaflet::addPolygons(color = "blue") %>% + leaflet::addPolygons(color = "green", data = wuhle_ezg_shp) %>% + leaflet::addCircleMarkers(color = "red", + #opacity = 0, + radius = 10, + stroke = FALSE, + label = ~label, + labelOptions = leaflet::labelOptions(noHide = TRUE, + offset = c(0, -12), + textOnly = TRUE, + textsize = "15px", + style = list("color" = "red")), + data = wuhle_rain_daily_stations) + +htmlwidgets::saveWidget(lf, "wuhle_ezg_dwd-stations.html") + + + +if(FALSE) { + +rain_daily_list <- stats::setNames(lapply(wuhle_rain_daily_stations$url, function(url) { + +rdwd::dataDWD(url) +}), nm = wuhle_rain_daily_stations$Stationsname) + + +rain_daily_df <- dplyr::bind_rows(rain_daily_list, .id = "Stationsname") + +rain_daily_df_wide <- rain_daily_df %>% + dplyr::select(STATIONS_ID, MESS_DATUM, RS) %>% + tidyr::pivot_wider(names_from = STATIONS_ID, + values_from = RS) + + + + +rdwd::selectDWD(name = "Braunschweig", res = "daily") + +url_bs_rain <- rdwd::selectDWD(name = "Braunschweig", + res = "hourly", + var = "precipitation", + per = "historical" ) + + + + + +shapefiles <- "inst/extdata/input_data/GIS/Wuhle-EZG.shp" + +# Set the target directory +export_dir <- "D:/impetus/dwd/radolan" + +# Create required directories +kwb.utils::createDirectory(file.path(export_dir, "daily/historical")) + + +yearmonth_start <- "2006-10" # first month available on DWD +yearmonth_end <- "2023-12" + +# Download corresponding RADOLAN files from DWD's FTP server +kwb.dwd::download_radolan( + resolution = "daily", + export_dir = export_dir, + start_daily = yearmonth_start, + end_daily = yearmonth_end +) + + +dwd_daily_list <- stats::setNames(lapply(shapefiles, function(shapefile) { + kwb.dwd::read_daily_data_over_shape( + file = shapefile, + variable = "precipitation", + from = yearmonth_start, + to = yearmonth_end, + quiet = TRUE + ) +}), nm = shapefiles) + + + +usethis::use_data(dwd_rain_ezg_wuhle, overwrite = TRUE) +} From 6ab4a8c8d32e0437164974d3727175c6e37dabbd Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 13 Nov 2024 11:59:48 +0100 Subject: [PATCH 10/38] Add step to get DWD daily precipitation data from DWD stations within radius of 10km of EZG center --- data-raw/dwd-rain-ezg.R | 17 ++--------------- 1 file changed, 2 insertions(+), 15 deletions(-) diff --git a/data-raw/dwd-rain-ezg.R b/data-raw/dwd-rain-ezg.R index 9edf5b7..f0980b3 100644 --- a/data-raw/dwd-rain-ezg.R +++ b/data-raw/dwd-rain-ezg.R @@ -70,12 +70,9 @@ lf <- wuhle_ezg_fisbroker %>% htmlwidgets::saveWidget(lf, "wuhle_ezg_dwd-stations.html") - -if(FALSE) { - rain_daily_list <- stats::setNames(lapply(wuhle_rain_daily_stations$url, function(url) { -rdwd::dataDWD(url) + rdwd::dataDWD(url) }), nm = wuhle_rain_daily_stations$Stationsname) @@ -88,19 +85,9 @@ rain_daily_df_wide <- rain_daily_df %>% - -rdwd::selectDWD(name = "Braunschweig", res = "daily") - -url_bs_rain <- rdwd::selectDWD(name = "Braunschweig", - res = "hourly", - var = "precipitation", - per = "historical" ) - - - +if(FALSE) { -shapefiles <- "inst/extdata/input_data/GIS/Wuhle-EZG.shp" # Set the target directory export_dir <- "D:/impetus/dwd/radolan" From 1c45f1b613177b25abd67324723fbadb2e45b81c Mon Sep 17 00:00:00 2001 From: mrustl Date: Thu, 14 Nov 2024 10:02:18 +0100 Subject: [PATCH 11/38] Import config and input (flow data) - renamed ids in config to be in line with really used Q station - running of "data-raw/config.R" needed for running "data-raw/inputs.R" --- DESCRIPTION | 3 + data-raw/config.R | 152 +++++++++++++++++++++++++++ data-raw/inputs.R | 48 +++++++++ data/inflows.rda | Bin 0 -> 493880 bytes inst/extdata/config/flows_in_out.csv | 4 +- 5 files changed, 205 insertions(+), 2 deletions(-) create mode 100644 data-raw/config.R create mode 100644 data-raw/inputs.R create mode 100644 data/inflows.rda diff --git a/DESCRIPTION b/DESCRIPTION index 470d5cd..d203427 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -21,3 +21,6 @@ Suggests: knitr, rmarkdown VignetteBuilder: knitr +Depends: + R (>= 2.10) +LazyData: true diff --git a/data-raw/config.R b/data-raw/config.R new file mode 100644 index 0000000..0e54635 --- /dev/null +++ b/data-raw/config.R @@ -0,0 +1,152 @@ +dir_input <- "Y:/GRW_Department/PROJECTS/IMPETUS/Work-packages/WP4_Demonstration_KWB/CS-Berlin/04_Modelling/OGewaesser/BerlinWaterModel" +path_sections <- file.path(dir_input, "Fließschema_Abschnitte.xlsx") + +locale_encoding <- readr::locale(encoding = "windows-1252") + + +config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { + +files <- list.files(config_dir, full.names = TRUE) +stats::setNames(lapply(files, function(file) { + + readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) +}), nm = basename(files) %>% stringr::str_remove("\\..*")) +} + +config <- config_read() + +sections_fromtoid <- config$sections %>% + dplyr::mutate(from_id = section_in_id, + to_id = section_id) %>% + dplyr::bind_rows(config$sections %>% + dplyr::mutate(from_id = section_id, + to_id = section_out_id)) %>% + dplyr::select(from_id, to_id) + +sections_selected <- config$sections %>% + dplyr::mutate("weight" = 1) %>% + dplyr::rename("from_id" = section_in_id, + "to_id" = section_out_id) %>% + dplyr::select("section_id", "from_id", "to_id", "weight") + +sections_idname <- config$sections %>% + dplyr::select(section_id, section_name) %>% + dplyr::rename(id = section_id, name = section_name) + + +outflows_multiple_idname <- config$outflows_multiple %>% + dplyr::select(section_out_id, section_out_name) %>% + dplyr::rename(id = section_out_id, name = section_out_name) + + +outflows_multiple <- config$outflows_multiple +outflows_multiple_selected <- outflows_multiple[outflows_multiple$section_in_id %in% sections_selected$from_id,] + +outflows_multiple_selected$section_out_share <- c(0.9, 0.1) +outflows_multiple_selected <- outflows_multiple_selected %>% + dplyr::mutate(outflow_id = stringr::str_remove(outflow_id, "MO_")) %>% + dplyr::rename("section_id" = outflow_id, + #"label" = section_out_name, + "weight" = section_out_share, + "from_id" = section_in_id, + "to_id" = section_out_id) %>% + dplyr::select("from_id", "to_id", "weight", #"label" + ) + + +flows_in_out_selected <- config$flows_in_out %>% + dplyr::filter(section_id %in% unique(c(sections_selected$from_id, sections_selected$to_id)), + flow_type == "inlet") %>% + dplyr::mutate(from_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), section_id, flow_id), + to_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), flow_id, section_id)) %>% + dplyr::left_join(config$sections[,c("section_id", "section_name")], by = c("to_id" = "section_id")) %>% + dplyr::rename("from_name" = flow_name, + "to_name" = section_name) %>% + dplyr::select("from_id", "from_name", "to_id", "to_name") + +config$sections[,c("section_id", "section_name")] + + +flows_in_out_idname <- config$flows_in_out %>% + dplyr::select(flow_id, flow_name) %>% + dplyr::rename(id = flow_id, name = flow_name) + + +idname <- sections_idname %>% + dplyr::bind_rows(outflows_multiple_idname) %>% + dplyr::bind_rows(flows_in_out_idname) %>% + dplyr::count(id, name) %>% + dplyr::arrange(id) %>% + dplyr::select(id, name) + + +inflows_by_section <- flows_in_out_selected %>% dplyr::count(to) + +water_cycle <- sections_fromtoid %>% + dplyr::bind_rows(outflows_multiple_selected) %>% + #dplyr::filter(!stringr::str_detect(to_id, "MO_S03")) %>% + dplyr::bind_rows(flows_in_out_selected[,c("from_id", "to_id")]) %>% + dplyr::arrange(from_id) + + +water_cycle$group <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, + 1, 2) + +water_cycle$nodes <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, + "Zufluss", "Andere") + +get_names_from_ids <- function(vector) { + sapply(vector, function(x) { + cond <- which(idname$id == x) + if(length(cond) > 0) { + idname$name[cond] + } else { + x + } +}) %>% as.character() +} + +water_cycle <- water_cycle %>% + dplyr::mutate(from_name = get_names_from_ids(from_id), + to_name = get_names_from_ids(to_id)) %>% + dplyr::bind_rows(flows_in_out_selected) %>% + dplyr::filter(from_name != "inlet") %>% + dplyr::mutate(weight = dplyr::if_else(is.na(weight), 1, weight)) + + +net <- networkD3::simpleNetwork(water_cycle[,c("from_name", "to_name")], #, height="100px", width="100px", +Source = 1, # column number of source +Target = 2, # column number of target +linkDistance = 10, # distance between node. Increase this value to have more space between nodes +charge = -900, # numeric value indicating either the strength of the node repulsion (negative value) or attraction (positive value) +fontSize = 14, # size of the node names +fontFamily = "serif", # font og node names +linkColour = "#666", # colour of edges, MUST be a common colour for the whole graph +nodeColour = "#69b3a2", # colour of nodes, MUST be a common colour for the whole graph +opacity = 0.9, # opacity of nodes. 0=transparent. 1=no transparency +zoom = T # Can you zoom on the figure? +) +net + + +net <- networkD3::forceNetwork(Links = water_cycle[,c("from_name", "to_name", "weight")], + Nodes = data.frame(name = sprintf("A%02d", 1:(nrow(water_cycle)-1)), + group = c(rep(1,14), rep(2, 14))), # 'group' definiert die Farben + Source = "from_name", # column number of source + Target = "to_name", # column number of target + Value = "weight", + NodeID = "name", + Group = "group") + +net + +igraph::graph_from_data_frame() +net + +q_up <- rep(1, 365) +q_lat <- rep(1 - 0.7) + +q_in <- q_up + q_lat + +q_out <- q_in + diff --git a/data-raw/inputs.R b/data-raw/inputs.R new file mode 100644 index 0000000..3aa5e5d --- /dev/null +++ b/data-raw/inputs.R @@ -0,0 +1,48 @@ +## code to prepare `inputs` dataset goes here + +flow_balance_corrected <- "inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv" %>% + readr::read_csv() %>% + dplyr::mutate(Datum = lubridate::dmy(Datum)) %>% + dplyr::rename(date = Datum) + +#names(flow_balance_corrected)[names(flow_balance_corrected) == "GoK_26.5"] <- "GoK_3.41" + +q_osk_wernsdorf_meta <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% + readr::read_csv2(n_max = 1, col_names = FALSE) + +q_osk_wernsdorf_data <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% + readr::read_csv2(skip = 1, col_names = as.character(q_osk_wernsdorf_meta[,1:2])) %>% + dplyr::mutate(Datum = lubridate::dmy(Datum), + messstellennummer = stringr::str_extract(q_osk_wernsdorf_meta$X3, pattern = "[0-9]+")) %>% + dplyr::rename(date = Datum) %>% + dplyr::filter(Tagesmittelwert != -777) + +q_osk_wernsdorf_data_wide <- q_osk_wernsdorf_data %>% + tidyr::pivot_wider(names_from = messstellennummer, + values_from = Tagesmittelwert) + +flow_balance_corrected_all <- dplyr::full_join(flow_balance_corrected, q_osk_wernsdorf_data_wide) %>% + dplyr::arrange(date) + +flows_in_out_selected[!flows_in_out_selected$from_id %in% names(flow_balance_corrected_all)[-1],] + +inflows <- flow_balance_corrected_all[complete.cases(flow_balance_corrected_all),] +usethis::use_data(inflows, overwrite = TRUE) + +# Increase temporal resolution (without linear interpolation) +# tibble:::tibble(datetime = seq(min(flow_balance_corrected_hourly$datetime), +# max(flow_balance_corrected_hourly$datetime), +# "hour")) +# lubridate::period(c("2002-01-01", "2023-12-31"), units = "hours") +# +# flow_balance_corrected_hourly <- flow_balance_corrected %>% +# dplyr::mutate(date = as.POSIXct(date, tz = "CET")) %>% +# dplyr::rename(datetime = date) +# +# +# flow_balance_corrected_hourly <- flow_balance_corrected_hourly %>% +# dplyr::full_join(tibble:::tibble(datetime = seq(min(flow_balance_corrected_hourly$datetime), +# max(flow_balance_corrected_hourly$datetime), +# "hour"))) %>% +# dplyr::arrange(datetime) + diff --git a/data/inflows.rda b/data/inflows.rda new file mode 100644 index 0000000000000000000000000000000000000000..775384eddb2af20c73306242fa07415bd91ea941 GIT binary patch literal 493880 zcmeFYXHZk$*FPGH6s1c?5j1p=8bIk)s?<<|AiX3MQRyPRgCLzCp|^z415%aVJA@7b z0#c=SuH2QiBXk z4ZtZP^!*_o0Qg1E63D2ZElcJPAbsHp0N~^ScJU}!tO z$}Ypgk8bHhB89}9NNvC!-6-bU9!LQ1QlX0Dw8(SD#RF^MhL> zdjK$hNW%#R;}_ilq~PV@C~^YCWo3WSQ{vzx$#UWz5+uGPzwL$5|G|%TBB*RD1&fG$ z1OOKq2omSKofX~}0u}`pb9sCyg+E~y0ASIwqyzwr6N=Nz2FaIG1Tfy-;RbL&`6?%S zJFL`iz%sc-I~j%l21YFt`LW3F0vUU)f1{tpu)}SMcdT%&-%~AXx1%=!5@NJxw8xXh 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zRkQ^0<4gb3wfi^pkGQg)-1SL5{O_2)iShG?rIjfBvB}CtvF&THQ_) zzAPYd!A(uf@4!xdAKxE-kM}-yC3=H zU6JDU@I&Y0uLSeV!o<-n^Cp~&TIzzuVift`fo0PwN5Y(jTvCE7bL9sK=eMIX-mrRn zavN#e$5OypU#e!KLQh2FD1<|2Mi=hz5XvQ>OD8JhP9$mlITEQ@?_290SoC4jD!fg% zv#0{}!5aQab~X~~dpEE-3Rt}!P#W9<_q~tCM}|R;>HZ4qoXby4wzW9>BGo)7X!s}Y zZ2QS(_k()l6={u~5fdj1uAcBxCfz=%nq^Vk_X}QqC-yC7DK0PeD929*W`HdVJ$pGc(H^qD}KO09S` z!BXxFM2+WQrZ=)lg@{)1NG;;fa6DTo-kal*E={S{=1uYX-FePFHU*44Xnv^`6D%gK z4osInV=?)n4*S~qih@8(O2HeU0G`9Jnt}^wg-CF{wJt>VKBh>4jDzNr`Lqg$o|TDceW-ZZ@lqUGJY~2&QZyJ{CVO9RkG29u%W8PlTa-+8XXklK2D=b+ U720mS`JZAW+RP Date: Thu, 14 Nov 2024 10:02:18 +0100 Subject: [PATCH 12/38] Add input WWTP flow data --- DESCRIPTION | 3 + data-raw/config.R | 152 +++++++++++++++++++++++++++ data-raw/inputs.R | 59 +++++++++++ data/inflows.rda | Bin 0 -> 493880 bytes data/wwtp.rda | Bin 0 -> 2421 bytes inst/extdata/config/flows_in_out.csv | 4 +- 6 files changed, 216 insertions(+), 2 deletions(-) create mode 100644 data-raw/config.R create mode 100644 data-raw/inputs.R create mode 100644 data/inflows.rda create mode 100644 data/wwtp.rda diff --git a/DESCRIPTION b/DESCRIPTION index 470d5cd..d203427 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -21,3 +21,6 @@ Suggests: knitr, rmarkdown VignetteBuilder: knitr +Depends: + R (>= 2.10) +LazyData: true diff --git a/data-raw/config.R b/data-raw/config.R new file mode 100644 index 0000000..0e54635 --- /dev/null +++ b/data-raw/config.R @@ -0,0 +1,152 @@ +dir_input <- "Y:/GRW_Department/PROJECTS/IMPETUS/Work-packages/WP4_Demonstration_KWB/CS-Berlin/04_Modelling/OGewaesser/BerlinWaterModel" +path_sections <- file.path(dir_input, "Fließschema_Abschnitte.xlsx") + +locale_encoding <- readr::locale(encoding = "windows-1252") + + +config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { + +files <- list.files(config_dir, full.names = TRUE) +stats::setNames(lapply(files, function(file) { + + readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) +}), nm = basename(files) %>% stringr::str_remove("\\..*")) +} + +config <- config_read() + +sections_fromtoid <- config$sections %>% + dplyr::mutate(from_id = section_in_id, + to_id = section_id) %>% + dplyr::bind_rows(config$sections %>% + dplyr::mutate(from_id = section_id, + to_id = section_out_id)) %>% + dplyr::select(from_id, to_id) + +sections_selected <- config$sections %>% + dplyr::mutate("weight" = 1) %>% + dplyr::rename("from_id" = section_in_id, + "to_id" = section_out_id) %>% + dplyr::select("section_id", "from_id", "to_id", "weight") + +sections_idname <- config$sections %>% + dplyr::select(section_id, section_name) %>% + dplyr::rename(id = section_id, name = section_name) + + +outflows_multiple_idname <- config$outflows_multiple %>% + dplyr::select(section_out_id, section_out_name) %>% + dplyr::rename(id = section_out_id, name = section_out_name) + + +outflows_multiple <- config$outflows_multiple +outflows_multiple_selected <- outflows_multiple[outflows_multiple$section_in_id %in% sections_selected$from_id,] + +outflows_multiple_selected$section_out_share <- c(0.9, 0.1) +outflows_multiple_selected <- outflows_multiple_selected %>% + dplyr::mutate(outflow_id = stringr::str_remove(outflow_id, "MO_")) %>% + dplyr::rename("section_id" = outflow_id, + #"label" = section_out_name, + "weight" = section_out_share, + "from_id" = section_in_id, + "to_id" = section_out_id) %>% + dplyr::select("from_id", "to_id", "weight", #"label" + ) + + +flows_in_out_selected <- config$flows_in_out %>% + dplyr::filter(section_id %in% unique(c(sections_selected$from_id, sections_selected$to_id)), + flow_type == "inlet") %>% + dplyr::mutate(from_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), section_id, flow_id), + to_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), flow_id, section_id)) %>% + dplyr::left_join(config$sections[,c("section_id", "section_name")], by = c("to_id" = "section_id")) %>% + dplyr::rename("from_name" = flow_name, + "to_name" = section_name) %>% + dplyr::select("from_id", "from_name", "to_id", "to_name") + +config$sections[,c("section_id", "section_name")] + + +flows_in_out_idname <- config$flows_in_out %>% + dplyr::select(flow_id, flow_name) %>% + dplyr::rename(id = flow_id, name = flow_name) + + +idname <- sections_idname %>% + dplyr::bind_rows(outflows_multiple_idname) %>% + dplyr::bind_rows(flows_in_out_idname) %>% + dplyr::count(id, name) %>% + dplyr::arrange(id) %>% + dplyr::select(id, name) + + +inflows_by_section <- flows_in_out_selected %>% dplyr::count(to) + +water_cycle <- sections_fromtoid %>% + dplyr::bind_rows(outflows_multiple_selected) %>% + #dplyr::filter(!stringr::str_detect(to_id, "MO_S03")) %>% + dplyr::bind_rows(flows_in_out_selected[,c("from_id", "to_id")]) %>% + dplyr::arrange(from_id) + + +water_cycle$group <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, + 1, 2) + +water_cycle$nodes <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, + "Zufluss", "Andere") + +get_names_from_ids <- function(vector) { + sapply(vector, function(x) { + cond <- which(idname$id == x) + if(length(cond) > 0) { + idname$name[cond] + } else { + x + } +}) %>% as.character() +} + +water_cycle <- water_cycle %>% + dplyr::mutate(from_name = get_names_from_ids(from_id), + to_name = get_names_from_ids(to_id)) %>% + dplyr::bind_rows(flows_in_out_selected) %>% + dplyr::filter(from_name != "inlet") %>% + dplyr::mutate(weight = dplyr::if_else(is.na(weight), 1, weight)) + + +net <- networkD3::simpleNetwork(water_cycle[,c("from_name", "to_name")], #, height="100px", width="100px", +Source = 1, # column number of source +Target = 2, # column number of target +linkDistance = 10, # distance between node. Increase this value to have more space between nodes +charge = -900, # numeric value indicating either the strength of the node repulsion (negative value) or attraction (positive value) +fontSize = 14, # size of the node names +fontFamily = "serif", # font og node names +linkColour = "#666", # colour of edges, MUST be a common colour for the whole graph +nodeColour = "#69b3a2", # colour of nodes, MUST be a common colour for the whole graph +opacity = 0.9, # opacity of nodes. 0=transparent. 1=no transparency +zoom = T # Can you zoom on the figure? +) +net + + +net <- networkD3::forceNetwork(Links = water_cycle[,c("from_name", "to_name", "weight")], + Nodes = data.frame(name = sprintf("A%02d", 1:(nrow(water_cycle)-1)), + group = c(rep(1,14), rep(2, 14))), # 'group' definiert die Farben + Source = "from_name", # column number of source + Target = "to_name", # column number of target + Value = "weight", + NodeID = "name", + Group = "group") + +net + +igraph::graph_from_data_frame() +net + +q_up <- rep(1, 365) +q_lat <- rep(1 - 0.7) + +q_in <- q_up + q_lat + +q_out <- q_in + diff --git a/data-raw/inputs.R b/data-raw/inputs.R new file mode 100644 index 0000000..bf97cb4 --- /dev/null +++ b/data-raw/inputs.R @@ -0,0 +1,59 @@ +## code to prepare `inputs` dataset goes here + +flow_balance_corrected <- "inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv" %>% + readr::read_csv() %>% + dplyr::mutate(Datum = lubridate::dmy(Datum)) %>% + dplyr::rename(date = Datum) + +#names(flow_balance_corrected)[names(flow_balance_corrected) == "GoK_26.5"] <- "GoK_3.41" + +q_osk_wernsdorf_meta <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% + readr::read_csv2(n_max = 1, col_names = FALSE) + +q_osk_wernsdorf_data <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% + readr::read_csv2(skip = 1, col_names = as.character(q_osk_wernsdorf_meta[,1:2])) %>% + dplyr::mutate(Datum = lubridate::dmy(Datum), + messstellennummer = stringr::str_extract(q_osk_wernsdorf_meta$X3, pattern = "[0-9]+")) %>% + dplyr::rename(date = Datum) %>% + dplyr::filter(Tagesmittelwert != -777) + +q_osk_wernsdorf_data_wide <- q_osk_wernsdorf_data %>% + tidyr::pivot_wider(names_from = messstellennummer, + values_from = Tagesmittelwert) + +flow_balance_corrected_all <- dplyr::full_join(flow_balance_corrected, q_osk_wernsdorf_data_wide) %>% + dplyr::arrange(date) + +flows_in_out_selected[!flows_in_out_selected$from_id %in% names(flow_balance_corrected_all)[-1],] + +inflows <- flow_balance_corrected_all[complete.cases(flow_balance_corrected_all),] +usethis::use_data(inflows, overwrite = TRUE) + + +wwtp <- "inst/extdata/input_data/KW_WW_monatl_Mittel.csv" %>% + readr::read_delim(delim = ";", escape_backslash = FALSE, trim_ws = TRUE) %>% + dplyr::mutate(date = as.Date(lubridate::ceiling_date(lubridate::as_date(sprintf("%d-%02d-01", Jahr, Monat)), "month") - lubridate::days(1)), + days_in_month = lubridate::day(date)) %>% + dplyr::relocate(date, days_in_month, .before = Jahr) %>% + dplyr::select(- Jahr, - Monat, - Monat_Jahr) %>% + dplyr::select(! tidyselect::contains("WW")) + +usethis::use_data(wwtp, overwrite = TRUE) + +# Increase temporal resolution (without linear interpolation) +# tibble:::tibble(datetime = seq(min(flow_balance_corrected_hourly$datetime), +# max(flow_balance_corrected_hourly$datetime), +# "hour")) +# lubridate::period(c("2002-01-01", "2023-12-31"), units = "hours") +# +# flow_balance_corrected_hourly <- flow_balance_corrected %>% +# dplyr::mutate(date = as.POSIXct(date, tz = "CET")) %>% +# dplyr::rename(datetime = date) +# +# +# flow_balance_corrected_hourly <- flow_balance_corrected_hourly %>% +# dplyr::full_join(tibble:::tibble(datetime = seq(min(flow_balance_corrected_hourly$datetime), +# max(flow_balance_corrected_hourly$datetime), +# "hour"))) %>% +# dplyr::arrange(datetime) + diff --git a/data/inflows.rda 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zk9uFc*m=19Xw`C|LbRK(0E5XOA6nNlR7EA_O%qKggataF5C9SExb9ln=+OQv#2c0q zuk352zP5H9*#v`(Hfbfc1>H#=Ue4QjY{(#@nsPt`z(fEd=pM++xar~I-v7LfeH|Ci zL;A7oWafQ+U1a|cm%gLP!IO#fV`Rhicf8(TQ?B+s{if?_{q`|&?_U@X{2^5I~ zn3DC?Hy$5iXqD#no0(>!2qD&DZEG!Nd)}&I+|v>=cCOLkK_%b~7#JRtDvMDk%N*F6-7B;y1MsECLQitVr6J zwNv*3oUb#~K>eN`z;n-+3-b9vYFe~Z0s#WDq(rP|qP7l24uuL7x>fM9uRB?EfBI3o zbay;1xBIxY`v5B-|;K2!K zKnp;H_$iMSLhM1tiVN=|kM$7I7kG7vqdpy)W@Z^_Y%PKf$|yJ@t8yuV33e6YjovUR zK(VC_= Date: Fri, 15 Nov 2024 10:25:59 +0100 Subject: [PATCH 13/38] Add plot for flow network (inflows+flow sections only to do: - add other in/outflow - scale size of circles based on volume --- data-raw/config.R | 94 ++++++++++++++++++++++++++++++----------------- 1 file changed, 60 insertions(+), 34 deletions(-) diff --git a/data-raw/config.R b/data-raw/config.R index 0e54635..20df089 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -80,21 +80,14 @@ idname <- sections_idname %>% dplyr::select(id, name) -inflows_by_section <- flows_in_out_selected %>% dplyr::count(to) +inflows_by_section <- flows_in_out_selected %>% dplyr::count(to_id) water_cycle <- sections_fromtoid %>% dplyr::bind_rows(outflows_multiple_selected) %>% #dplyr::filter(!stringr::str_detect(to_id, "MO_S03")) %>% - dplyr::bind_rows(flows_in_out_selected[,c("from_id", "to_id")]) %>% + #dplyr::bind_rows(flows_in_out_selected[,c("from_id", "to_id")]) %>% dplyr::arrange(from_id) - -water_cycle$group <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, - 1, 2) - -water_cycle$nodes <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, - "Zufluss", "Andere") - get_names_from_ids <- function(vector) { sapply(vector, function(x) { cond <- which(idname$id == x) @@ -113,40 +106,73 @@ water_cycle <- water_cycle %>% dplyr::filter(from_name != "inlet") %>% dplyr::mutate(weight = dplyr::if_else(is.na(weight), 1, weight)) +water_cycle$source_group <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, + "Zufluss", "Fliessabschnitt") + +water_cycle$target_group <- ifelse(water_cycle$to_id %in% flows_in_out_idname$id, + "Zufluss", "Fliessabschnitt") + +### Network graph: simple net <- networkD3::simpleNetwork(water_cycle[,c("from_name", "to_name")], #, height="100px", width="100px", -Source = 1, # column number of source -Target = 2, # column number of target -linkDistance = 10, # distance between node. Increase this value to have more space between nodes -charge = -900, # numeric value indicating either the strength of the node repulsion (negative value) or attraction (positive value) -fontSize = 14, # size of the node names -fontFamily = "serif", # font og node names -linkColour = "#666", # colour of edges, MUST be a common colour for the whole graph -nodeColour = "#69b3a2", # colour of nodes, MUST be a common colour for the whole graph -opacity = 0.9, # opacity of nodes. 0=transparent. 1=no transparency -zoom = T # Can you zoom on the figure? + Source = 1, # column number of source + Target = 2, # column number of target + linkDistance = 10, # distance between node. Increase this value to have more space between nodes + charge = -900, # numeric value indicating either the strength of the node repulsion (negative value) or attraction (positive value) + fontSize = 14, # size of the node names + fontFamily = "serif", # font og node names + linkColour = "#666", # colour of edges, MUST be a common colour for the whole graph + nodeColour = "#69b3a2", # colour of nodes, MUST be a common colour for the whole graph + opacity = 0.9, # opacity of nodes. 0=transparent. 1=no transparency + zoom = T # Can you zoom on the figure? ) net -net <- networkD3::forceNetwork(Links = water_cycle[,c("from_name", "to_name", "weight")], - Nodes = data.frame(name = sprintf("A%02d", 1:(nrow(water_cycle)-1)), - group = c(rep(1,14), rep(2, 14))), # 'group' definiert die Farben - Source = "from_name", # column number of source - Target = "to_name", # column number of target - Value = "weight", - NodeID = "name", - Group = "group") -net +### Network graph: complex -igraph::graph_from_data_frame() -net +nodes <- water_cycle %>% + dplyr::select(from_name, source_group) %>% + dplyr::rename(name = from_name, group = source_group) %>% + dplyr::bind_rows(water_cycle %>% + dplyr::select(to_name, target_group) %>% + dplyr::rename(name = to_name, group = target_group)) %>% + dplyr::distinct(.) %>% + dplyr::arrange(name) + +links <- water_cycle %>% + dplyr::select(from_name, to_name, weight) %>% + dplyr::rename(source = from_name, + target = to_name) %>% + dplyr::distinct(.) %>% + dplyr::rename(value = weight) + +ids <- c(links$source, links$target) +ids <- ids[!duplicated(ids)] +ids <- ids[order(ids)] + +ids_df <- tibble::tibble(name = ids, + id = 0:(length(ids)-1)) + +links <- links %>% + dplyr::mutate(source = sapply(source, function(name) ids_df$id[ids_df$name == name]), + target = sapply(target, function(name) ids_df$id[ids_df$name == name])) -q_up <- rep(1, 365) -q_lat <- rep(1 - 0.7) -q_in <- q_up + q_lat +colourScale <- networkD3::JS('d3.scaleOrdinal() + .domain(["Zufluss", "Fliessabschnitt"]) + .range(["blue", "lightblue"]);') -q_out <- q_in +networkD3::forceNetwork(Links = links, + Nodes = nodes, + Source = "source", + Target = "target", + Value = "value", + NodeID = "name", + Group = "group", + opacity = 0.8, + colourScale = colourScale, + legend = TRUE, + arrows = TRUE) From a3fa8e062bca0d6fb07aa28e476ea82c05ca66ea Mon Sep 17 00:00:00 2001 From: mrustl Date: Fri, 15 Nov 2024 11:01:25 +0100 Subject: [PATCH 14/38] Add node scaling based on volume of section --- data-raw/config.R | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/data-raw/config.R b/data-raw/config.R index 20df089..6711ca8 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -82,10 +82,12 @@ idname <- sections_idname %>% inflows_by_section <- flows_in_out_selected %>% dplyr::count(to_id) + water_cycle <- sections_fromtoid %>% dplyr::bind_rows(outflows_multiple_selected) %>% #dplyr::filter(!stringr::str_detect(to_id, "MO_S03")) %>% #dplyr::bind_rows(flows_in_out_selected[,c("from_id", "to_id")]) %>% + dplyr::distinct(.) %>% dplyr::arrange(from_id) get_names_from_ids <- function(vector) { @@ -139,7 +141,10 @@ nodes <- water_cycle %>% dplyr::select(to_name, target_group) %>% dplyr::rename(name = to_name, group = target_group)) %>% dplyr::distinct(.) %>% - dplyr::arrange(name) + dplyr::arrange(name) %>% + dplyr::left_join(config$sections[,c("section_name", "volume_m3")], + by = c("name" = "section_name")) %>% + dplyr::mutate(volume_m3 = sqrt(volume_m3 / 10000)) links <- water_cycle %>% dplyr::select(from_name, to_name, weight) %>% @@ -171,6 +176,7 @@ networkD3::forceNetwork(Links = links, Target = "target", Value = "value", NodeID = "name", + Nodesize = "volume_m3", Group = "group", opacity = 0.8, colourScale = colourScale, From ce5b152358c5d2bae360e817d95ff7a0ecabc628 Mon Sep 17 00:00:00 2001 From: mrustl Date: Fri, 15 Nov 2024 11:48:01 +0100 Subject: [PATCH 15/38] Extend complex graph for all flows and send to @daniel-wicke via slack for QA --- data-raw/config.R | 51 +++++++++++++++++++++++++++-------------------- 1 file changed, 29 insertions(+), 22 deletions(-) diff --git a/data-raw/config.R b/data-raw/config.R index 6711ca8..d1b2dd4 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -54,24 +54,10 @@ outflows_multiple_selected <- outflows_multiple_selected %>% ) -flows_in_out_selected <- config$flows_in_out %>% - dplyr::filter(section_id %in% unique(c(sections_selected$from_id, sections_selected$to_id)), - flow_type == "inlet") %>% - dplyr::mutate(from_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), section_id, flow_id), - to_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), flow_id, section_id)) %>% - dplyr::left_join(config$sections[,c("section_id", "section_name")], by = c("to_id" = "section_id")) %>% - dplyr::rename("from_name" = flow_name, - "to_name" = section_name) %>% - dplyr::select("from_id", "from_name", "to_id", "to_name") - -config$sections[,c("section_id", "section_name")] - - flows_in_out_idname <- config$flows_in_out %>% dplyr::select(flow_id, flow_name) %>% dplyr::rename(id = flow_id, name = flow_name) - idname <- sections_idname %>% dplyr::bind_rows(outflows_multiple_idname) %>% dplyr::bind_rows(flows_in_out_idname) %>% @@ -80,7 +66,15 @@ idname <- sections_idname %>% dplyr::select(id, name) -inflows_by_section <- flows_in_out_selected %>% dplyr::count(to_id) +flows_in_out_selected <- config$flows_in_out %>% + #dplyr::filter(section_id %in% unique(c(sections_selected$from_id, sections_selected$to_id))) %>% + dplyr::mutate(from_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), section_id, flow_id), + to_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), flow_id, section_id)) %>% + dplyr::left_join(idname, by = c("from_id" = "id")) %>% + dplyr::rename("from_name" = name) %>% + dplyr::left_join(idname, by = c("to_id" = "id")) %>% + dplyr::rename("to_name" = name) %>% + dplyr::select("from_id", "from_name", "to_id", "to_name") water_cycle <- sections_fromtoid %>% @@ -108,11 +102,21 @@ water_cycle <- water_cycle %>% dplyr::filter(from_name != "inlet") %>% dplyr::mutate(weight = dplyr::if_else(is.na(weight), 1, weight)) -water_cycle$source_group <- ifelse(water_cycle$from_id %in% flows_in_out_idname$id, - "Zufluss", "Fliessabschnitt") +water_cycle$source_group <- dplyr::case_when( + stringr::str_starts(water_cycle$from_id, "S[0-9]+") ~ "Fliessabschnitt", + stringr::str_starts(water_cycle$from_id, "KW") ~ "Klarwasser", + stringr::str_starts(water_cycle$from_id, "ageb") ~ "Regenwasser", + stringr::str_starts(water_cycle$from_id, "WW") ~ "Trinkwasserfoerderung", + .default = "Zufluss" + ) -water_cycle$target_group <- ifelse(water_cycle$to_id %in% flows_in_out_idname$id, - "Zufluss", "Fliessabschnitt") +water_cycle$target_group <- dplyr::case_when( + stringr::str_starts(water_cycle$to_id, "S[0-9]+") ~ "Fliessabschnitt", + stringr::str_starts(water_cycle$to_id, "KW") ~ "Klarwasser", + stringr::str_starts(water_cycle$to_id, "ageb") ~ "Regenwasser", + stringr::str_starts(water_cycle$to_id, "WW") ~ "Trinkwasserfoerderung", + .default = "Zufluss" +) ### Network graph: simple @@ -166,11 +170,11 @@ links <- links %>% colourScale <- networkD3::JS('d3.scaleOrdinal() - .domain(["Zufluss", "Fliessabschnitt"]) - .range(["blue", "lightblue"]);') + .domain(["Zufluss", "Regenwasser", "Fliessabschnitt", "Trinkwasserfoerderung", "Klarwasser"]) + .range(["darkblue", "blue", "lightblue", "orange", "red"]);') -networkD3::forceNetwork(Links = links, +net_complex <- networkD3::forceNetwork(Links = links, Nodes = nodes, Source = "source", Target = "target", @@ -182,3 +186,6 @@ networkD3::forceNetwork(Links = links, colourScale = colourScale, legend = TRUE, arrows = TRUE) + +htmlwidgets::saveWidget(net_complex, file = "water-cycle_complex.html") +zip(zipfile = "water-cycle_complex.zip", files = "water-cycle_complex.html") From 92f5c7bb90c0dd7abd68c37ca4f061945e7e3e52 Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Fri, 15 Nov 2024 13:34:37 +0100 Subject: [PATCH 16/38] =?UTF-8?q?corrected=20ID=20(GoK=5F3.41=20instead=20?= =?UTF-8?q?of=20GoK=5F26.5)=20corrected=20names=20for=20inflow=20to=20M?= =?UTF-8?q?=C3=BCggelsee=20and=20Gosener=20Kanal?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- inst/extdata/config/flows_in_out.csv | 4 ++-- ...chfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/inst/extdata/config/flows_in_out.csv b/inst/extdata/config/flows_in_out.csv index e4de24c..7e98943 100644 --- a/inst/extdata/config/flows_in_out.csv +++ b/inst/extdata/config/flows_in_out.csv @@ -1,5 +1,5 @@ section_id;flow_id;flow_name;rain_runoff_coefficient;rain_EZG_area_m2;ABIMO_runoff_m3/a;bank_filtration_share;flow_in_out;flow_type;Kommentar -S01;MgS_8.576;Zufluss_Spree_Dämeritzsee;;;;;in;inlet; +S01;MgS_8.576;Zufluss_Spree_Fähre Rahnsdorf;;;;;in;inlet; S01;WW_FRI_L;Wasserwerk Friedrichshagen L-Galerie;;;;0.86;out;abstraction_WW; S01;WW_FRI_M;Wasserwerk Friedrichshagen M-Galerie;;;;0.81;out;abstraction_WW; S01;585920;Zufluss OSK (Wernsdorf OP);;;;;in;inlet; @@ -12,7 +12,7 @@ S04;WW_FRI_C;Wasserwerk Friedrichshagen C-Galerie;;;;0.95;out;abstraction_WW; S04;WW_FRI_D;Wasserwerk Friedrichshagen D-Galerie;;;;1.00;out;abstraction_WW; S04;WW_FRI_E;Wasserwerk Friedrichshagen E-Galerie;;;;0.85;out;abstraction_WW; S04;WW_FRI_F;Wasserwerk Friedrichshagen F-Galerie;;;;0.81;out;abstraction_WW; -S04;GoK_26.5;Zufluss_Spree_Dämeritzsee;;;;;in;inlet; +S04;GoK_3.41;Zufluss_Spree_Gosener Kanal;;;;;in;inlet; S04;Fredersdorfer;Zufluss Fredersdorfer Fließ;;;;;in;inlet; S05;ageb1_310;Regenabfluss Müggelspree (einschließlich Großer Müggelsee und Erpe);;;;;in;rain_runoff; S06;NH-MF;Neuenhagener Mühlenfließ (Erpe) (NH-MF minus KW-MHF);;;;;in;inlet;mit Regenabfluss? - rausrechnen? diff --git a/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv b/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv index 4e3ae99..b63b73b 100644 --- a/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv +++ b/inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv @@ -1,4 +1,4 @@ -Datum,MgS_8.576,MgS_3.839,MgS_1.54,SOW_32.85,SOW_26.5,GoK_26.5,SedS_43.915,DaW_0.165,SOW_36.46,SOW_35.05,SOW_33.208,TeK_37.83,TeK_29,NSK_3.35,TeK_28,SOW_0.6,SOW_0.2,UHW_1.5,GrK_1.45,TeK_3.78,TeK_0.1,HOW_1,TeS_5.685,Panke,Borgsdorf,OWA_Durchsatz,Wuel_TF.NG,Wuhle,Neuenhagener,Fredersdorfer,MgS_11.7,Mgs_5.561,MgS_1.435,MgS_0.049,SOW_26.02,SOW_39.73_Bammelecke,UHW_7,UHW_15.9,PHv_0,GrW_2.4,BSSK_9.2,HOW_0.76,TeS_5.62,TeS_5,TeS_4.088,TeS_1.861,TeS_1.688,TeS_1.535,TeS_0.477,BSSK_7.41,MHGG +Datum,MgS_8.576,MgS_3.839,MgS_1.54,SOW_32.85,SOW_26.5,GoK_3.41,SedS_43.915,DaW_0.165,SOW_36.46,SOW_35.05,SOW_33.208,TeK_37.83,TeK_29,NSK_3.35,TeK_28,SOW_0.6,SOW_0.2,UHW_1.5,GrK_1.45,TeK_3.78,TeK_0.1,HOW_1,TeS_5.685,Panke,Borgsdorf,OWA_Durchsatz,Wuel_TF.NG,Wuhle,Neuenhagener,Fredersdorfer,MgS_11.7,Mgs_5.561,MgS_1.435,MgS_0.049,SOW_26.02,SOW_39.73_Bammelecke,UHW_7,UHW_15.9,PHv_0,GrW_2.4,BSSK_9.2,HOW_0.76,TeS_5.62,TeS_5,TeS_4.088,TeS_1.861,TeS_1.688,TeS_1.535,TeS_0.477,BSSK_7.41,MHGG 01.01.2002,7.03,6.69,7.47,33.75,35.01,13.08,19.53,10.4,29.99,26.28,26.28,3.71,5.93,0.3,9.28,32.26,34.08,56.66,-2.04,10,7.97,22.58,1.87,0.34,23,1.86,0.01,1.26,0.77,0.39,7.03,7.48,7.47,7.47,31.26,35.01,56.21,57.91,65.89,-1.99,11.36,22.59,1.87,1.88,1.89,0.72,0.43,0.43,0.44,0.2,0.29 02.01.2002,7.3,6.04,6.91,35.19,36.84,12.96,20.96,11.81,32.2,28.36,28.31,3.78,6.23,0.3,9.11,34.8,37.71,61.09,-1.91,9.66,7.67,23.42,1.83,0.44,22.41,1.82,0.01,1.78,0.92,0.57,7.33,7.35,6.91,6.89,33.47,36.88,60.19,60.19,67.77,-1.69,12.34,23.44,1.83,1.85,2.07,1.27,0.9,0.93,1.07,0.2,0.66 03.01.2002,7.05,4.79,5.6,34.45,35.61,11.75,20.96,13.09,32.95,29.02,28.91,3.81,6.02,0.3,8.45,33.2,35.28,59.65,-1.7,8.73,7.19,24.27,1.8,0.37,23.08,1.79,0.01,1.45,0.9,0.59,7.12,6.6,5.59,5.55,32.61,35.71,60.05,64.14,71.52,-1.97,11.72,24.29,1.8,1.82,2.05,1.3,0.98,1.01,1.16,0.2,0.46 From d7e4bd71e0319cdbae8a6af3b170b495c5b09270 Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Fri, 15 Nov 2024 14:11:45 +0100 Subject: [PATCH 17/38] :bug: fix --- data-raw/dwd-rain-ezg.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-raw/dwd-rain-ezg.R b/data-raw/dwd-rain-ezg.R index f0980b3..f623fe1 100644 --- a/data-raw/dwd-rain-ezg.R +++ b/data-raw/dwd-rain-ezg.R @@ -14,7 +14,7 @@ shapefiles <- "inst/extdata/input_data/GIS/Wuhle-EZG.shp" wuhle_ezg_shp <- sf::read_sf(shapefiles) %>% sf::st_transform(4326) -wuhle_ezg_shp_center <- wuhle_ezg %>% +wuhle_ezg_shp_center <- wuhle_ezg_shp %>% sf::st_point_on_surface() From 55f9a8698a0fdcb1d6f8aaee453f018f9e8388b8 Mon Sep 17 00:00:00 2001 From: mrustl Date: Fri, 15 Nov 2024 16:20:28 +0100 Subject: [PATCH 18/38] Fix multiple outflow :bug: reported by @daniel-wicke --- data-raw/config.R | 17 +++++------------ 1 file changed, 5 insertions(+), 12 deletions(-) diff --git a/data-raw/config.R b/data-raw/config.R index d1b2dd4..f20d609 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -1,9 +1,5 @@ -dir_input <- "Y:/GRW_Department/PROJECTS/IMPETUS/Work-packages/WP4_Demonstration_KWB/CS-Berlin/04_Modelling/OGewaesser/BerlinWaterModel" -path_sections <- file.path(dir_input, "Fließschema_Abschnitte.xlsx") - locale_encoding <- readr::locale(encoding = "windows-1252") - config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { files <- list.files(config_dir, full.names = TRUE) @@ -36,19 +32,17 @@ sections_idname <- config$sections %>% outflows_multiple_idname <- config$outflows_multiple %>% dplyr::select(section_out_id, section_out_name) %>% - dplyr::rename(id = section_out_id, name = section_out_name) - + dplyr::rename(id = section_out_id, name = section_out_name) outflows_multiple <- config$outflows_multiple -outflows_multiple_selected <- outflows_multiple[outflows_multiple$section_in_id %in% sections_selected$from_id,] + +outflows_multiple_selected <- outflows_multiple[outflows_multiple$outflow_id %in% sections_selected$to_id,] outflows_multiple_selected$section_out_share <- c(0.9, 0.1) outflows_multiple_selected <- outflows_multiple_selected %>% - dplyr::mutate(outflow_id = stringr::str_remove(outflow_id, "MO_")) %>% - dplyr::rename("section_id" = outflow_id, - #"label" = section_out_name, + dplyr::mutate(from_id = stringr::str_remove(outflow_id, "MO_")) %>% + dplyr::rename(#"label" = section_out_name, "weight" = section_out_share, - "from_id" = section_in_id, "to_id" = section_out_id) %>% dplyr::select("from_id", "to_id", "weight", #"label" ) @@ -65,7 +59,6 @@ idname <- sections_idname %>% dplyr::arrange(id) %>% dplyr::select(id, name) - flows_in_out_selected <- config$flows_in_out %>% #dplyr::filter(section_id %in% unique(c(sections_selected$from_id, sections_selected$to_id))) %>% dplyr::mutate(from_id = dplyr::if_else(stringr::str_detect(flow_type, "^abstrac"), section_id, flow_id), From 64fdc2cdf7b9ce94aa4b9e8c4b6e898123bee14c Mon Sep 17 00:00:00 2001 From: mrustl Date: Mon, 18 Nov 2024 14:34:33 +0100 Subject: [PATCH 19/38] Merge flows_in_out and WW by newly created ID --- data-raw/inputs.R | 46 ++++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 44 insertions(+), 2 deletions(-) diff --git a/data-raw/inputs.R b/data-raw/inputs.R index ddf7a0c..860bf4d 100644 --- a/data-raw/inputs.R +++ b/data-raw/inputs.R @@ -24,8 +24,6 @@ q_osk_wernsdorf_data_wide <- q_osk_wernsdorf_data %>% flow_balance_corrected_all <- dplyr::full_join(flow_balance_corrected, q_osk_wernsdorf_data_wide) %>% dplyr::arrange(date) -flows_in_out_selected[!flows_in_out_selected$from_id %in% names(flow_balance_corrected_all)[-1],] - inflows <- flow_balance_corrected_all[complete.cases(flow_balance_corrected_all),] # Increase temporal resolution (without linear interpolation) @@ -73,3 +71,47 @@ ww_wide_cbm_per_second <- ww_wide %>% ww_long_cbm_per_second <- ww_wide_cbm_per_second %>% tidyr::pivot_longer(cols = tidyselect::contains("@")) %>% tidyr::separate(col = name, into = c("gallery", "type", "waterworks"), sep = "@") + +ww_long_cbm_per_second %>% + dplyr::filter(type == "Rohwassergewinnung", + ! stringr::str_starts(gallery, "Galerie")) + + +shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { + + stopifnot(col_flow_id %in% names(df)) + + + flow_id <- dplyr::ensym(col_flow_id) + + df %>% + dplyr::mutate(!!flow_id := dplyr::if_else( + stringr::str_detect(!!flow_id, "^WW"), + !!flow_id %>% + stringr::str_remove("WW_") %>% + stringr::str_split_fixed(pattern = "_", 2) %>% + as.data.frame() %>% + dplyr::mutate(V2 = tolower(V2), + !!flow_id := paste0(V1, V2)) %>% + dplyr::pull(!!flow_id), + !!flow_id + )) + +} + +config$flows_in_out %>% + dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% + shorten_ww_flow_id() %>% + dplyr::select(flow_id, flow_name, bank_filtration_share) %>% + dplyr::left_join( + ww_long_cbm_per_second %>% + dplyr::filter(ww_long_cbm_per_second$type == "Rohwassergewinnung", + ! stringr::str_starts(gallery, "Galeriesumme")) %>% + dplyr::mutate(flow_id = gallery %>% stringr::str_remove("-.*")) + ) %>% + View() + +modeltest_in_out_const <- readr::read_delim( + file = "inst/extdata/input_data/Modelltest1_in_out_const.csv", + delim = ";", + locale = readr::locale(encoding = "windows-1252")) From 6fdb0f520613a6a198cac60293c3df49bb85bdde Mon Sep 17 00:00:00 2001 From: mrustl Date: Tue, 19 Nov 2024 17:33:29 +0100 Subject: [PATCH 20/38] Add bachward flow path routing and dummy :book: for datasets (better to use "long" format) to do: - develop calculation routine --- DESCRIPTION | 18 ++- NAMESPACE | 13 +++ R/calculate_flowpath.R | 80 +++++++++++++ R/dataset_inflows.R | 19 +++ R/dataset_wwtp.R | 20 ++++ R/utils-pipe.R | 14 +++ data-raw/config.R | 110 +++++++++++++----- ...rModel.Rproj => kwb.BerlinWaterModel.Rproj | 0 man/calculate_flowpath.Rd | 23 ++++ man/find_node_orders.Rd | 30 +++++ man/inflows.Rd | 29 +++++ man/pipe.Rd | 20 ++++ man/wwtp.Rd | 29 +++++ 13 files changed, 368 insertions(+), 37 deletions(-) create mode 100644 R/calculate_flowpath.R create mode 100644 R/dataset_inflows.R create mode 100644 R/dataset_wwtp.R create mode 100644 R/utils-pipe.R rename BerlinWaterModel.Rproj => kwb.BerlinWaterModel.Rproj (100%) create mode 100644 man/calculate_flowpath.Rd create mode 100644 man/find_node_orders.Rd create mode 100644 man/inflows.Rd create mode 100644 man/pipe.Rd create mode 100644 man/wwtp.Rd diff --git a/DESCRIPTION b/DESCRIPTION index d203427..d10a130 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -13,14 +13,20 @@ Description: R Package of Berlin Water Model. License: MIT + file LICENSE URL: https://github.com/KWB-R/kwb.BerlinWaterModel BugReports: https://github.com/KWB-R/kwb.BerlinWaterModel/issues -Encoding: UTF-8 -Roxygen: list(markdown = TRUE) -RoxygenNote: 7.3.2 +Depends: + R (>= 2.10) +Imports: + dplyr, + igraph, + magrittr, + rlang Suggests: covr, knitr, rmarkdown -VignetteBuilder: knitr -Depends: - R (>= 2.10) +VignetteBuilder: + knitr +Encoding: UTF-8 LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.3.2 diff --git a/NAMESPACE b/NAMESPACE index 6ae9268..90da9d7 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -1,2 +1,15 @@ # Generated by roxygen2: do not edit by hand +export("%>%") +export(calculate_flowpath) +export(find_node_orders) +importFrom(dplyr,arrange) +importFrom(dplyr,desc) +importFrom(dplyr,filter) +importFrom(dplyr,mutate) +importFrom(igraph,V) +importFrom(igraph,distances) +importFrom(igraph,reverse_edges) +importFrom(igraph,vcount) +importFrom(magrittr,"%>%") +importFrom(rlang,.data) diff --git a/R/calculate_flowpath.R b/R/calculate_flowpath.R new file mode 100644 index 0000000..96ef3a3 --- /dev/null +++ b/R/calculate_flowpath.R @@ -0,0 +1,80 @@ +#' Helper function: find node order +#' +#' @param links links +#' @param nodes nodes +#' @param start_node start node +#' @param reverse should network direction be reversed? (default: FALSE) +#' @param mode Character constant, gives whether the shortest paths to or from +#' the given vertices should be calculated for directed graphs. If out then the +#' shortest paths from the vertex, if â inâ  then to it will be considered. If all, +#' the default, then the graph is treated as undirected, i.e. edge directions +#' are not taken into account. This argument is ignored for undirected graphs +#' (default: "out") +#' +#' @return data frame with additional column "order" +#' @export +#' @importFrom igraph distances reverse_edges V vcount +#' @importFrom dplyr mutate +#' @importFrom rlang .data +find_node_orders <- function(links, nodes, start_node, reverse = FALSE, mode = "out") { + # Erstellen eines gerichteten Graphen aus den Links + graph <- igraph::graph_from_data_frame(d = links, + vertices = nodes, + directed = TRUE) + + + if(reverse) { + graph <- igraph::reverse_edges(graph) + } + + # Berechnen der Kürzesten Wege vom Startknoten + distances <- igraph::distances(graph, v = start_node, mode = mode) + + # Initialisieren der Ordnungen + orders <- rep(NA, igraph::vcount(graph)) + names(orders) <- igraph::V(graph)$name + + # Zuweisen der Knoten zu ihren jeweiligen Ordnungen + for (i in 1:igraph::vcount(graph)) { + node_name <- igraph::V(graph)[i]$name + if (!is.infinite(distances[start_node, node_name])) { + orders[node_name] <- distances[start_node, node_name] + } else { + orders[node_name] <- NA # Knoten, die vom Startknoten aus nicht erreichbar sind + } + } + + # Hinzufügen der Ordnungen zu den Knoten + nodes <- nodes %>% + dplyr::mutate(order = orders[.data$name]) + + return(nodes) +} + + +#' Calculate Flowpath +#' +#' @param flow_name flow name (as named in nodes) where calculation should start +#' @param links links +#' @param nodes nodes +#' @param backward should flowpath be calculated backwards? (default: FALSE) +#' +#' @return data frame with column "order" indicating the flow path order +#' @export +#' @importFrom dplyr arrange desc filter +calculate_flowpath <- function(flow_name, + links, + nodes, + backward = FALSE) { + + stopifnot(flow_name %in% nodes$name) + + find_node_orders(links = links, + nodes = nodes, + start_node = flow_name, + reverse = backward, + mode = "out") %>% + dplyr::arrange(dplyr::desc(.data$order)) %>% + dplyr::filter(.data$group == "Fliessabschnitt", + !is.na(.data$order)) +} diff --git a/R/dataset_inflows.R b/R/dataset_inflows.R new file mode 100644 index 0000000..16e4ff6 --- /dev/null +++ b/R/dataset_inflows.R @@ -0,0 +1,19 @@ +#' Dataset: Inflows +#' +#' Dataset with inflows +#' +#' @format A data frame with xx rows and xx variables: +#' \describe{ +#' \item{price}{price in US dollars ($326--$18,823)} +#' \item{carat}{weight of the diamond (0.2--5.01)} +#' \item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} +#' \item{color}{diamond colour, from D (best) to J (worst)} +#' \item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, +#' SI1, VS2, VS1, VVS2, VVS1, IF (best))} +#' \item{x}{length in mm (0--10.74)} +#' \item{y}{width in mm (0--58.9)} +#' \item{z}{depth in mm (0--31.8)} +#' \item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} +#' \item{table}{width of top of diamond relative to widest point (43--95)} +#' } +"inflows" diff --git a/R/dataset_wwtp.R b/R/dataset_wwtp.R new file mode 100644 index 0000000..28915d9 --- /dev/null +++ b/R/dataset_wwtp.R @@ -0,0 +1,20 @@ +#' Dataset: WWTP (Wastewater Treatment Plant) Flows +#' +#' Dataset with WWTP flows +#' +#' @format A data frame with xx rows and xx variables: +#' \describe{ +#' \item{price}{price in US dollars ($326--$18,823)} +#' \item{carat}{weight of the diamond (0.2--5.01)} +#' \item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} +#' \item{color}{diamond colour, from D (best) to J (worst)} +#' \item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, +#' SI1, VS2, VS1, VVS2, VVS1, IF (best))} +#' \item{x}{length in mm (0--10.74)} +#' \item{y}{width in mm (0--58.9)} +#' \item{z}{depth in mm (0--31.8)} +#' \item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} +#' \item{table}{width of top of diamond relative to widest point (43--95)} +#' } +"wwtp" + diff --git a/R/utils-pipe.R b/R/utils-pipe.R new file mode 100644 index 0000000..fd0b1d1 --- /dev/null +++ b/R/utils-pipe.R @@ -0,0 +1,14 @@ +#' Pipe operator +#' +#' See \code{magrittr::\link[magrittr:pipe]{\%>\%}} for details. +#' +#' @name %>% +#' @rdname pipe +#' @keywords internal +#' @export +#' @importFrom magrittr %>% +#' @usage lhs \%>\% rhs +#' @param lhs A value or the magrittr placeholder. +#' @param rhs A function call using the magrittr semantics. +#' @return The result of calling `rhs(lhs)`. +NULL diff --git a/data-raw/config.R b/data-raw/config.R index f20d609..c6ebcf8 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -1,12 +1,14 @@ +library(kwb.BerlinWaterModel) + locale_encoding <- readr::locale(encoding = "windows-1252") config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { -files <- list.files(config_dir, full.names = TRUE) -stats::setNames(lapply(files, function(file) { + files <- list.files(config_dir, full.names = TRUE) + stats::setNames(lapply(files, function(file) { - readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) -}), nm = basename(files) %>% stringr::str_remove("\\..*")) + readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) + }), nm = basename(files) %>% stringr::str_remove("\\..*")) } config <- config_read() @@ -42,8 +44,8 @@ outflows_multiple_selected$section_out_share <- c(0.9, 0.1) outflows_multiple_selected <- outflows_multiple_selected %>% dplyr::mutate(from_id = stringr::str_remove(outflow_id, "MO_")) %>% dplyr::rename(#"label" = section_out_name, - "weight" = section_out_share, - "to_id" = section_out_id) %>% + "weight" = section_out_share, + "to_id" = section_out_id) %>% dplyr::select("from_id", "to_id", "weight", #"label" ) @@ -79,13 +81,13 @@ water_cycle <- sections_fromtoid %>% get_names_from_ids <- function(vector) { sapply(vector, function(x) { - cond <- which(idname$id == x) - if(length(cond) > 0) { - idname$name[cond] - } else { - x - } -}) %>% as.character() + cond <- which(idname$id == x) + if(length(cond) > 0) { + idname$name[cond] + } else { + x + } + }) %>% as.character() } water_cycle <- water_cycle %>% @@ -101,7 +103,7 @@ water_cycle$source_group <- dplyr::case_when( stringr::str_starts(water_cycle$from_id, "ageb") ~ "Regenwasser", stringr::str_starts(water_cycle$from_id, "WW") ~ "Trinkwasserfoerderung", .default = "Zufluss" - ) +) water_cycle$target_group <- dplyr::case_when( stringr::str_starts(water_cycle$to_id, "S[0-9]+") ~ "Fliessabschnitt", @@ -141,23 +143,25 @@ nodes <- water_cycle %>% dplyr::arrange(name) %>% dplyr::left_join(config$sections[,c("section_name", "volume_m3")], by = c("name" = "section_name")) %>% - dplyr::mutate(volume_m3 = sqrt(volume_m3 / 10000)) + dplyr::mutate(volume_m3 = sqrt(volume_m3 / 10000)) %>% + dplyr::filter(!stringr::str_starts(name, "MO")) -links <- water_cycle %>% +links_names <- water_cycle %>% dplyr::select(from_name, to_name, weight) %>% dplyr::rename(source = from_name, target = to_name) %>% dplyr::distinct(.) %>% - dplyr::rename(value = weight) + dplyr::rename(value = weight) %>% + dplyr::filter(!stringr::str_starts(target, "MO")) -ids <- c(links$source, links$target) +ids <- c(links_names$source, links_names$target) ids <- ids[!duplicated(ids)] ids <- ids[order(ids)] ids_df <- tibble::tibble(name = ids, id = 0:(length(ids)-1)) -links <- links %>% +links_ids <- links_names %>% dplyr::mutate(source = sapply(source, function(name) ids_df$id[ids_df$name == name]), target = sapply(target, function(name) ids_df$id[ids_df$name == name])) @@ -167,18 +171,62 @@ colourScale <- networkD3::JS('d3.scaleOrdinal() .range(["darkblue", "blue", "lightblue", "orange", "red"]);') -net_complex <- networkD3::forceNetwork(Links = links, - Nodes = nodes, - Source = "source", - Target = "target", - Value = "value", - NodeID = "name", - Nodesize = "volume_m3", - Group = "group", - opacity = 0.8, - colourScale = colourScale, - legend = TRUE, - arrows = TRUE) +net_complex <- networkD3::forceNetwork(Links = links_ids, + Nodes = nodes, + Source = "source", + Target = "target", + Value = "value", + NodeID = "name", + Nodesize = "volume_m3", + Group = "group", + opacity = 0.8, + colourScale = colourScale, + legend = TRUE, + arrows = TRUE) htmlwidgets::saveWidget(net_complex, file = "water-cycle_complex.html") zip(zipfile = "water-cycle_complex.zip", files = "water-cycle_complex.html") + + +flowpath_backward <- kwb.BerlinWaterModel::calculate_flowpath(flow_name = "S09", + links = links_names, + nodes = nodes, + backward = TRUE) + +decreasing_orders <- unique(flowpath_backward$order)[order(unique(flowpath_backward$order), decreasing = TRUE)] + + +links_by_orderid <- stats::setNames(lapply(decreasing_orders, function(order) { + nodes$name + order_names <- flowpath_backward %>% + dplyr::filter(!! order == order) %>% + dplyr::pull(name) + + lapply(order_names, function(order_name) { + links_names[links_names$source %in% order_name | links_names$target %in% order_name,] %>% + dplyr::mutate(order_id = order, + order_name = order_name) %>% + dplyr::relocate(order_id,order_name, .before = "source") + }) %>% dplyr::bind_rows() +}), sprintf("orderid_%02d", decreasing_orders)) + + +order_idname <- links_by_orderid %>% + dplyr::bind_rows() %>% + dplyr::count(order_id, order_name) %>% + dplyr::select(-n) %>% + dplyr::arrange(dplyr::desc(order_id)) + +if(FALSE) { +lapply(seq_along(links_by_orderid), function(i) { + + x <- links_by_orderid[[i]] + names <- unique(c(x$source,x$target)) + names <- names[order(names)] + + tibble::tibble(id = unique(x$order_id), + name = names) %>% + dplyr::left_join(order_idname, by = c("name" = "order_name")) +}) + +} diff --git a/BerlinWaterModel.Rproj b/kwb.BerlinWaterModel.Rproj similarity index 100% rename from BerlinWaterModel.Rproj rename to kwb.BerlinWaterModel.Rproj diff --git a/man/calculate_flowpath.Rd b/man/calculate_flowpath.Rd new file mode 100644 index 0000000..3497f65 --- /dev/null +++ b/man/calculate_flowpath.Rd @@ -0,0 +1,23 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/calculate_flowpath.R +\name{calculate_flowpath} +\alias{calculate_flowpath} +\title{Calculate Flowpath} +\usage{ +calculate_flowpath(flow_name, links, nodes, backward = FALSE) +} +\arguments{ +\item{flow_name}{flow name (as named in nodes) where calculation should start} + +\item{links}{links} + +\item{nodes}{nodes} + +\item{backward}{should flowpath be calculated backwards? (default: FALSE)} +} +\value{ +data frame with column "order" indicating the flow path order +} +\description{ +Calculate Flowpath +} diff --git a/man/find_node_orders.Rd b/man/find_node_orders.Rd new file mode 100644 index 0000000..f16879e --- /dev/null +++ b/man/find_node_orders.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/calculate_flowpath.R +\name{find_node_orders} +\alias{find_node_orders} +\title{Helper function: find node order} +\usage{ +find_node_orders(links, nodes, start_node, reverse = FALSE, mode = "out") +} +\arguments{ +\item{links}{links} + +\item{nodes}{nodes} + +\item{start_node}{start node} + +\item{reverse}{should network direction be reversed? (default: FALSE)} + +\item{mode}{Character constant, gives whether the shortest paths to or from +the given vertices should be calculated for directed graphs. If out then the +shortest paths from the vertex, if â inâ  then to it will be considered. If all, +the default, then the graph is treated as undirected, i.e. edge directions +are not taken into account. This argument is ignored for undirected graphs +(default: "out")} +} +\value{ +data frame with additional column "order" +} +\description{ +Helper function: find node order +} diff --git a/man/inflows.Rd b/man/inflows.Rd new file mode 100644 index 0000000..b094f3b --- /dev/null +++ b/man/inflows.Rd @@ -0,0 +1,29 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/dataset_inflows.R +\docType{data} +\name{inflows} +\alias{inflows} +\title{Dataset: Inflows} +\format{ +A data frame with xx rows and xx variables: +\describe{ +\item{price}{price in US dollars ($326--$18,823)} +\item{carat}{weight of the diamond (0.2--5.01)} +\item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} +\item{color}{diamond colour, from D (best) to J (worst)} +\item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, +SI1, VS2, VS1, VVS2, VVS1, IF (best))} +\item{x}{length in mm (0--10.74)} +\item{y}{width in mm (0--58.9)} +\item{z}{depth in mm (0--31.8)} +\item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} +\item{table}{width of top of diamond relative to widest point (43--95)} +} +} +\usage{ +inflows +} +\description{ +Dataset with inflows +} +\keyword{datasets} diff --git a/man/pipe.Rd b/man/pipe.Rd new file mode 100644 index 0000000..a648c29 --- /dev/null +++ b/man/pipe.Rd @@ -0,0 +1,20 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utils-pipe.R +\name{\%>\%} +\alias{\%>\%} +\title{Pipe operator} +\usage{ +lhs \%>\% rhs +} +\arguments{ +\item{lhs}{A value or the magrittr placeholder.} + +\item{rhs}{A function call using the magrittr semantics.} +} +\value{ +The result of calling \code{rhs(lhs)}. +} +\description{ +See \code{magrittr::\link[magrittr:pipe]{\%>\%}} for details. +} +\keyword{internal} diff --git a/man/wwtp.Rd b/man/wwtp.Rd new file mode 100644 index 0000000..09b0f39 --- /dev/null +++ b/man/wwtp.Rd @@ -0,0 +1,29 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/dataset_wwtp.R +\docType{data} +\name{wwtp} +\alias{wwtp} +\title{Dataset: WWTP (Wastewater Treatment Plant) Flows} +\format{ +A data frame with xx rows and xx variables: +\describe{ +\item{price}{price in US dollars ($326--$18,823)} +\item{carat}{weight of the diamond (0.2--5.01)} +\item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} +\item{color}{diamond colour, from D (best) to J (worst)} +\item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, +SI1, VS2, VS1, VVS2, VVS1, IF (best))} +\item{x}{length in mm (0--10.74)} +\item{y}{width in mm (0--58.9)} +\item{z}{depth in mm (0--31.8)} +\item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} +\item{table}{width of top of diamond relative to widest point (43--95)} +} +} +\usage{ +wwtp +} +\description{ +Dataset with WWTP flows +} +\keyword{datasets} From d84a5e71b4b4873f7dd28398e70a9cb2e2c6f0f5 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 09:45:18 +0100 Subject: [PATCH 21/38] Fix Rcmdcheck (data :book:, shorter file names) use tidy long format for "inflows" and "wwtp" dataset, as otherwise documentation becomes tedious --- .Rbuildignore | 2 +- R/dataset_inflows.R | 16 ++++----------- R/dataset_wwtp.R | 19 ++++++------------ data-raw/inputs.R | 15 +++++++++++--- data/inflows.rda | Bin 493880 -> 630611 bytes data/wwtp.rda | Bin 2421 -> 2807 bytes ...-2024.csv => q_Wernsdorf-OP_2000-2024.csv} | 0 ....csv => q_balance-corrected_2002-2022.csv} | 0 man/inflows.Rd | 16 ++++----------- man/wwtp.Rd | 19 ++++++------------ 10 files changed, 33 insertions(+), 54 deletions(-) rename inst/extdata/input_data/{Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv => q_Wernsdorf-OP_2000-2024.csv} (100%) rename inst/extdata/input_data/{Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv => q_balance-corrected_2002-2022.csv} (100%) diff --git a/.Rbuildignore b/.Rbuildignore index 601bb6f..e80b549 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -1,4 +1,4 @@ -^BerlinWaterModel\.Rproj$ +^kwb\.BerlinWaterModel\.Rproj$ ^\.Rproj\.user$ ^LICENSE\.md$ ^_pkgdown\.yml$ diff --git a/R/dataset_inflows.R b/R/dataset_inflows.R index 16e4ff6..0e449a2 100644 --- a/R/dataset_inflows.R +++ b/R/dataset_inflows.R @@ -2,18 +2,10 @@ #' #' Dataset with inflows #' -#' @format A data frame with xx rows and xx variables: +#' @format A tibble with 398,840 rows and three columns #' \describe{ -#' \item{price}{price in US dollars ($326--$18,823)} -#' \item{carat}{weight of the diamond (0.2--5.01)} -#' \item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} -#' \item{color}{diamond colour, from D (best) to J (worst)} -#' \item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, -#' SI1, VS2, VS1, VVS2, VVS1, IF (best))} -#' \item{x}{length in mm (0--10.74)} -#' \item{y}{width in mm (0--58.9)} -#' \item{z}{depth in mm (0--31.8)} -#' \item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} -#' \item{table}{width of top of diamond relative to widest point (43--95)} +#' \item{date}{date} +#' \item{id}{id of inflow station} +#' \item{cbm_per_second}{measured flow in cubicmeter per second} #' } "inflows" diff --git a/R/dataset_wwtp.R b/R/dataset_wwtp.R index 28915d9..c266468 100644 --- a/R/dataset_wwtp.R +++ b/R/dataset_wwtp.R @@ -1,20 +1,13 @@ #' Dataset: WWTP (Wastewater Treatment Plant) Flows #' -#' Dataset with WWTP flows +#' Dataset with WWTP inflows #' -#' @format A data frame with xx rows and xx variables: +#' @format A tibble with 1,152 rows and three columns #' \describe{ -#' \item{price}{price in US dollars ($326--$18,823)} -#' \item{carat}{weight of the diamond (0.2--5.01)} -#' \item{cut}{quality of the cut (Fair, Good, Very Good, Premium, Ideal)} -#' \item{color}{diamond colour, from D (best) to J (worst)} -#' \item{clarity}{a measurement of how clear the diamond is (I1 (worst), SI2, -#' SI1, VS2, VS1, VVS2, VVS1, IF (best))} -#' \item{x}{length in mm (0--10.74)} -#' \item{y}{width in mm (0--58.9)} -#' \item{z}{depth in mm (0--31.8)} -#' \item{depth}{total depth percentage = z / mean(x, y) = 2 * z / (x + y) (43--79)} -#' \item{table}{width of top of diamond relative to widest point (43--95)} +#' \item{date}{date} +#' \item{id}{id of WWTP} +#' \item{cbm_per_second}{measured flow in cubicmeter per second, backcalculated +#' from monthly effluent sums by dividing through number of days in month} #' } "wwtp" diff --git a/data-raw/inputs.R b/data-raw/inputs.R index 860bf4d..c32d035 100644 --- a/data-raw/inputs.R +++ b/data-raw/inputs.R @@ -1,16 +1,16 @@ ## code to prepare `inputs` dataset goes here -flow_balance_corrected <- "inst/extdata/input_data/Durchfluss_2002-2022_Bilanzkorrigierte_Werte_gesamt_komma.csv" %>% +flow_balance_corrected <- "inst/extdata/input_data/q_balance-corrected_2002-2022.csv" %>% readr::read_csv() %>% dplyr::mutate(Datum = lubridate::dmy(Datum)) %>% dplyr::rename(date = Datum) #names(flow_balance_corrected)[names(flow_balance_corrected) == "GoK_26.5"] <- "GoK_3.41" -q_osk_wernsdorf_meta <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% +q_osk_wernsdorf_meta <- "inst/extdata/input_data/q_Wernsdorf-OP_2000-2024.csv" %>% readr::read_csv2(n_max = 1, col_names = FALSE) -q_osk_wernsdorf_data <- "inst/extdata/input_data/Durchfluss_Pegel_Wernsdorf_OP_Oder-Spree-Kanal_tw_2000-2024.csv" %>% +q_osk_wernsdorf_data <- "inst/extdata/input_data/q_Wernsdorf-OP_2000-2024.csv" %>% readr::read_csv2(skip = 1, col_names = as.character(q_osk_wernsdorf_meta[,1:2])) %>% dplyr::mutate(Datum = lubridate::dmy(Datum), messstellennummer = stringr::str_extract(q_osk_wernsdorf_meta$X3, pattern = "[0-9]+")) %>% @@ -43,6 +43,11 @@ inflows <- flow_balance_corrected_all[complete.cases(flow_balance_corrected_all) # "hour"))) %>% # dplyr::arrange(datetime) +inflows <- inflows %>% + tidyr::pivot_longer(cols = names(inflows)[-1], + names_to = "id", + values_to = "cbm_per_second") + usethis::use_data(inflows, overwrite = TRUE) wwtp <- "inst/extdata/input_data/KW_WW_monatl_Mittel.csv" %>% @@ -53,6 +58,10 @@ wwtp <- "inst/extdata/input_data/KW_WW_monatl_Mittel.csv" %>% dplyr::select(- Jahr, - Monat, - Monat_Jahr) %>% dplyr::select(! tidyselect::contains("WW")) +wwtp <- wwtp %>% + tidyr::pivot_longer(cols = tidyselect::starts_with("Q"), names_to = "id", values_to = "cbm_per_second") %>% + dplyr::select(-days_in_month) + usethis::use_data(wwtp, overwrite = TRUE) ww_wide <- "inst/extdata/input_data/Rohwasser_GesamtBericht_Monatlich.xlsx" %>% diff --git a/data/inflows.rda b/data/inflows.rda index 775384eddb2af20c73306242fa07415bd91ea941..22c8efd9b33452f8212e6b23b15fb3bc2be6a339 100644 GIT binary patch literal 630611 zcmeEv3m}yF`v0g|Mujm+a;YI>5skZ|i3c z?@M;_TB}WRRN3w*^y+@~XL5H#1^?`)ZC5Dj-}ob{g|b4SAN;}{(3emusCllxaK=0< z)MAv7)-RkPq=FI+LtXlXGf)?hUReFo84K((r!y`0GhZfa3tgM1SBGD;c-uO&9(HN5-kIvN2Ba>lZHqUnY$By^QqlWL@Z3H@ 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z{-aq|vDDMNS)s?u!q5dap9lvm-#ymu+I>a3kYkSJ;E*y;36vooSaDLTQH^dS~f3?54%tgt834tIc6p%sH`9+Tvqgde& zk9uFc*m=19Xw`C|LbRK(0E5XOA6nNlR7EA_O%qKggataF5C9SExb9ln=+OQv#2c0q zuk352zP5H9*#v`(Hfbfc1>H#=Ue4QjY{(#@nsPt`z(fEd=pM++xar~I-v7LfeH|Ci zL;A7oWafQ+U1a|cm%gLP!IO#fV`Rhicf8(TQ?B+s{if?_{q`|&?_U@X{2^5I~ zn3DC?Hy$5iXqD#no0(>!2qD&DZEG!Nd)}&I+|v>=cCOLkK_%b~7#JRtDvMDk%N*F6-7B;y1MsECLQitVr6J zwNv*3oUb#~K>eN`z;n-+3-b9vYFe~Z0s#WDq(rP|qP7l24uuL7x>fM9uRB?EfBI3o zbay;1xBIxY`v5B-|;K2!K zKnp;H_$iMSLhM1tiVN=|kM$7I7kG7vqdpy)W@Z^_Y%PKf$|yJ@t8yuV33e6YjovUR zK(VC_= Date: Wed, 20 Nov 2024 09:56:02 +0100 Subject: [PATCH 22/38] Fix GitHub actions by switching to latest ubuntu --- .github/workflows/R-CMD-check.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 20bd49a..c33aabe 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -23,7 +23,7 @@ jobs: matrix: config: - {os: macOS-latest, r: 'release'} - - {os: ubuntu-20.04, r: 'release', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"} + - {os: ubuntu-24.04, r: 'release', rspm: "https://packagemanager.posit.co/cran/__linux__/noble/latest"} - {os: windows-latest, r: 'devel'} - {os: windows-latest, r: 'oldrel'} - {os: windows-latest, r: 'release'} From e4f6b2b16fb7e4b847622479711eec0924c016ec Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 10:42:20 +0100 Subject: [PATCH 23/38] Do not run archived Linux dep part see: https://github.com/r-hub/sysreqsdb --- .github/workflows/R-CMD-check.yaml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index c33aabe..2f74cb6 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -57,14 +57,14 @@ jobs: key: ${{ runner.os }}-r-${{ matrix.config.r }}-3-${{ hashFiles('depends.Rds') }} restore-keys: ${{ runner.os }}-r-${{ matrix.config.r }}-3- - - name: Install system dependencies - if: runner.os == 'Linux' - env: - RHUB_PLATFORM: linux-x86_64-ubuntu-gcc - run: | - Rscript -e "remotes::install_github('r-hub/sysreqs')" - sysreqs=$(Rscript -e "cat(sysreqs::sysreq_commands('DESCRIPTION'))") - sudo -s eval "$sysreqs" + # - name: Install system dependencies + # if: runner.os == 'Linux' + # env: + # RHUB_PLATFORM: linux-x86_64-ubuntu-gcc + # run: | + # Rscript -e "remotes::install_github('r-hub/sysreqs')" + # sysreqs=$(Rscript -e "cat(sysreqs::sysreq_commands('DESCRIPTION'))") + # sudo -s eval "$sysreqs" - name: Install dependencies run: | remotes::install_deps(dependencies = TRUE) From 56c6445ab2d74565718ccc6a35839ce2dd3e4f25 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 11:05:21 +0100 Subject: [PATCH 24/38] Add missing linux dependency manually --- .github/workflows/R-CMD-check.yaml | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 2f74cb6..76ecc06 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -51,14 +51,15 @@ jobs: - name: Cache R packages if: runner.os != 'Windows' - uses: actions/cache@v1 + uses: actions/cache@v2 with: path: ${{ env.R_LIBS_USER }} key: ${{ runner.os }}-r-${{ matrix.config.r }}-3-${{ hashFiles('depends.Rds') }} restore-keys: ${{ runner.os }}-r-${{ matrix.config.r }}-3- - # - name: Install system dependencies - # if: runner.os == 'Linux' + - name: Install linux system dependencies + if: runner.os == 'Linux' + run: sudo apt-get install -y libglpk-dev # env: # RHUB_PLATFORM: linux-x86_64-ubuntu-gcc # run: | From f2c83c35d5fd18b8cc8e3d63e1b5ae2e4599b5e8 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 11:10:53 +0100 Subject: [PATCH 25/38] Try to fix YAML syntax --- .github/workflows/R-CMD-check.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 76ecc06..52a68bc 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -59,7 +59,7 @@ jobs: - name: Install linux system dependencies if: runner.os == 'Linux' - run: sudo apt-get install -y libglpk-dev + run: sudo apt-get install -y libglpk-dev # env: # RHUB_PLATFORM: linux-x86_64-ubuntu-gcc # run: | From 6df2c832d68152fecbbd6391c4d0f874dfe768cb Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 11:10:53 +0100 Subject: [PATCH 26/38] Try to fix YAML syntax --- .github/workflows/R-CMD-check.yaml | 24 ++++++++++-------------- 1 file changed, 10 insertions(+), 14 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 76ecc06..057a2c3 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -22,11 +22,11 @@ jobs: fail-fast: false matrix: config: - - {os: macOS-latest, r: 'release'} - - {os: ubuntu-24.04, r: 'release', rspm: "https://packagemanager.posit.co/cran/__linux__/noble/latest"} - - {os: windows-latest, r: 'devel'} - - {os: windows-latest, r: 'oldrel'} - - {os: windows-latest, r: 'release'} + - { os: macOS-latest, r: 'release' } + - { os: ubuntu-24.04, r: 'release', rspm: "https://packagemanager.posit.co/cran/__linux__/noble/latest" } + - { os: windows-latest, r: 'devel' } + - { os: windows-latest, r: 'oldrel' } + - { os: windows-latest, r: 'release' } env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} @@ -57,15 +57,10 @@ jobs: key: ${{ runner.os }}-r-${{ matrix.config.r }}-3-${{ hashFiles('depends.Rds') }} restore-keys: ${{ runner.os }}-r-${{ matrix.config.r }}-3- - - name: Install linux system dependencies - if: runner.os == 'Linux' - run: sudo apt-get install -y libglpk-dev - # env: - # RHUB_PLATFORM: linux-x86_64-ubuntu-gcc - # run: | - # Rscript -e "remotes::install_github('r-hub/sysreqs')" - # sysreqs=$(Rscript -e "cat(sysreqs::sysreq_commands('DESCRIPTION'))") - # sudo -s eval "$sysreqs" + - name: Install linux system dependencies + if: runner.os == 'Linux' + run: sudo apt-get install -y libglpk-dev + - name: Install dependencies run: | remotes::install_deps(dependencies = TRUE) @@ -82,3 +77,4 @@ jobs: with: name: ${{ runner.os }}-r${{ matrix.config.r }}-results path: check + From 248aedc3f990e9af60972c52b9a0d62948dd02b5 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 11:16:48 +0100 Subject: [PATCH 27/38] Switch to latest actions/cache version https://github.com/actions/cache --- .github/workflows/R-CMD-check.yaml | 2 +- .github/workflows/pkgdown.yaml | 2 +- .github/workflows/test-coverage.yaml | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 057a2c3..0b4696b 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -51,7 +51,7 @@ jobs: - name: Cache R packages if: runner.os != 'Windows' - uses: actions/cache@v2 + uses: actions/cache@v4 with: path: ${{ env.R_LIBS_USER }} key: ${{ runner.os }}-r-${{ matrix.config.r }}-3-${{ hashFiles('depends.Rds') }} diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index ac3ba07..531dbb2 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -30,7 +30,7 @@ jobs: shell: Rscript {0} - name: Cache R packages - uses: actions/cache@v2 + uses: actions/cache@v4 with: path: ${{ env.R_LIBS_USER }} key: ${{ runner.os }}-${{ hashFiles('.github/R-version') }}-1-${{ hashFiles('.github/depends.Rds') }} diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml index 0f014df..d3eaeac 100644 --- a/.github/workflows/test-coverage.yaml +++ b/.github/workflows/test-coverage.yaml @@ -30,7 +30,7 @@ jobs: shell: Rscript {0} - name: Cache R packages - uses: actions/cache@v1 + uses: actions/cache@v4 with: path: ${{ env.R_LIBS_USER }} key: ${{ runner.os }}-${{ hashFiles('.github/R-version') }}-1-${{ hashFiles('.github/depends.Rds') }} From c2f062ef2303de0a1de86aacb2590f1330b7237e Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 11:52:50 +0100 Subject: [PATCH 28/38] Add dataset WW and move config_read() to functions --- DESCRIPTION | 4 +++- NAMESPACE | 5 +++++ R/config_read.R | 31 +++++++++++++++++++++++++++++++ R/dataset_ww.R | 13 +++++++++++++ data-raw/config.R | 13 +------------ data-raw/inputs.R | 20 ++++++++++---------- data/ww.rda | Bin 0 -> 80251 bytes man/config_read.Rd | 27 +++++++++++++++++++++++++++ man/ww.Rd | 22 ++++++++++++++++++++++ 9 files changed, 112 insertions(+), 23 deletions(-) create mode 100644 R/config_read.R create mode 100644 R/dataset_ww.R create mode 100644 data/ww.rda create mode 100644 man/config_read.Rd create mode 100644 man/ww.Rd diff --git a/DESCRIPTION b/DESCRIPTION index d10a130..dcd6af6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -19,7 +19,9 @@ Imports: dplyr, igraph, magrittr, - rlang + readr, + rlang, + stringr Suggests: covr, knitr, diff --git a/NAMESPACE b/NAMESPACE index 90da9d7..eb5b819 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -2,6 +2,7 @@ export("%>%") export(calculate_flowpath) +export(config_read) export(find_node_orders) importFrom(dplyr,arrange) importFrom(dplyr,desc) @@ -12,4 +13,8 @@ importFrom(igraph,distances) importFrom(igraph,reverse_edges) importFrom(igraph,vcount) importFrom(magrittr,"%>%") +importFrom(readr,locale) +importFrom(readr,read_csv2) importFrom(rlang,.data) +importFrom(stats,setNames) +importFrom(stringr,str_remove) diff --git a/R/config_read.R b/R/config_read.R new file mode 100644 index 0000000..be2e49f --- /dev/null +++ b/R/config_read.R @@ -0,0 +1,31 @@ +#' Configuration: Read +#' +#' @param config_dir directory with configuration files (default: +#' system.file("extdata/config", package = "kwb.BerlinWaterModel")). It is mandatory +#' that there are three files within this folder: "flows_in_out.csv", "outflows_multiple.csv" +#' and "sections.csv" +#' @param file_encoding encoding for reading the files (default: "windows-1252") +#' +#' @return list with three sublists "flows_in_out", "outflows_multiple" and +#' "sections +#' @export +#' +#' @examples +#' config <- kwb.BerlinWaterModell::config_read() +#' config +#' @importFrom stats setNames +#' @importFrom readr read_csv2 locale +#' @importFrom stringr str_remove +config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { + + files <- list.files(config_dir, full.names = TRUE) + + filenames_without_extension <- basename(files) %>% stringr::str_remove("\\..*") + + stopifnot(all(filenames_without_extension %in% c("flows_in_out", "outflows_multiple", "sections"))) + + stats::setNames(lapply(files, function(file) { + + readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) + }), nm = filenames_without_extension) +} diff --git a/R/dataset_ww.R b/R/dataset_ww.R new file mode 100644 index 0000000..6a657cd --- /dev/null +++ b/R/dataset_ww.R @@ -0,0 +1,13 @@ +#' Dataset: Waterworks (WW) Abstractions per Gallery +#' +#' Dataset with waterworks abstractions per gallery +#' +#' @format A tibble with 17,141 rows and three columns +#' \describe{ +#' \item{date}{date} +#' \item{id}{id of WW gallery} +#' \item{cbm_per_second}{measured flow in cubicmeter per second, backcalculated +#' from monthly abstraction sums by dividing through number of days in month} +#' } +"ww" + diff --git a/data-raw/config.R b/data-raw/config.R index c6ebcf8..4f5e7b3 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -1,17 +1,6 @@ library(kwb.BerlinWaterModel) -locale_encoding <- readr::locale(encoding = "windows-1252") - -config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { - - files <- list.files(config_dir, full.names = TRUE) - stats::setNames(lapply(files, function(file) { - - readr::read_csv2(file, locale = readr::locale(encoding = file_encoding)) - }), nm = basename(files) %>% stringr::str_remove("\\..*")) -} - -config <- config_read() +config <- kwb.BerlinWaterModel::config_read() sections_fromtoid <- config$sections %>% dplyr::mutate(from_id = section_in_id, diff --git a/data-raw/inputs.R b/data-raw/inputs.R index c32d035..1a417fd 100644 --- a/data-raw/inputs.R +++ b/data-raw/inputs.R @@ -78,12 +78,17 @@ ww_wide_cbm_per_second <- ww_wide %>% dplyr::mutate(dplyr::across(-c(date, days_in_month), ~ . / (days_in_month * 24 * 60 * 60))) ww_long_cbm_per_second <- ww_wide_cbm_per_second %>% - tidyr::pivot_longer(cols = tidyselect::contains("@")) %>% + tidyr::pivot_longer(cols = tidyselect::contains("@"), + names_to = "name", + values_to = "cbm_per_second") %>% tidyr::separate(col = name, into = c("gallery", "type", "waterworks"), sep = "@") -ww_long_cbm_per_second %>% - dplyr::filter(type == "Rohwassergewinnung", - ! stringr::str_starts(gallery, "Galerie")) +ww <- ww_long_cbm_per_second %>% + dplyr::filter(ww_long_cbm_per_second$type == "Rohwassergewinnung", + ! stringr::str_starts(gallery, "Galeriesumme")) %>% + dplyr::mutate(id = gallery %>% stringr::str_remove("-.*")) %>% + dplyr::select(date, id, cbm_per_second) +usethis::use_data(ww, overwrite = TRUE) shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { @@ -112,12 +117,7 @@ config$flows_in_out %>% dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% shorten_ww_flow_id() %>% dplyr::select(flow_id, flow_name, bank_filtration_share) %>% - dplyr::left_join( - ww_long_cbm_per_second %>% - dplyr::filter(ww_long_cbm_per_second$type == "Rohwassergewinnung", - ! stringr::str_starts(gallery, "Galeriesumme")) %>% - dplyr::mutate(flow_id = gallery %>% stringr::str_remove("-.*")) - ) %>% + dplyr::left_join(ww, by = c("flow_id" = "id")) %>% View() modeltest_in_out_const <- readr::read_delim( diff --git a/data/ww.rda 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zb9M1N>ks>IYPSSehwt@CSX@D~mIL*M*;D^4wrGt2H?#ZR(J{(4vXD7K$`A$4(qsmX z#!!A*F^z-T_QX`>z8lDm%VXSDYo2z~_^Eu3Dao#bB80Jl>X!Vbe5ufG%}=tD zh95Sg4YcFcZ_88pecEm-i!lIk3qu-|p*oL(DTj^^x6Ebfm g?lB1J#s@0Mc}!JDm!+i`av%I%$rRy2LQfA7X!WKsg#Z8m literal 0 HcmV?d00001 diff --git a/man/config_read.Rd b/man/config_read.Rd new file mode 100644 index 0000000..2eebd1a --- /dev/null +++ b/man/config_read.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/config_read.R +\name{config_read} +\alias{config_read} +\title{Configuration: Read} +\usage{ +config_read(config_dir = "inst/extdata/config", file_encoding = "windows-1252") +} +\arguments{ +\item{config_dir}{directory with configuration files (default: +system.file("extdata/config", package = "kwb.BerlinWaterModel")). It is mandatory +that there are three files within this folder: "flows_in_out.csv", "outflows_multiple.csv" +and "sections.csv"} + +\item{file_encoding}{encoding for reading the files (default: "windows-1252")} +} +\value{ +list with three sublists "flows_in_out", "outflows_multiple" and +"sections +} +\description{ +Configuration: Read +} +\examples{ +config <- kwb.BerlinWaterModell::config_read() +config +} diff --git a/man/ww.Rd b/man/ww.Rd new file mode 100644 index 0000000..cbd892e --- /dev/null +++ b/man/ww.Rd @@ -0,0 +1,22 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/dataset_ww.R +\docType{data} +\name{ww} +\alias{ww} +\title{Dataset: Waterworks (WW) Abstractions per Gallery} +\format{ +A tibble with 17,141 rows and three columns +\describe{ +\item{date}{date} +\item{id}{id of WW gallery} +\item{cbm_per_second}{measured flow in cubicmeter per second, backcalculated +from monthly abstraction sums by dividing through number of days in month} +} +} +\usage{ +ww +} +\description{ +Dataset with waterworks abstractions per gallery +} +\keyword{datasets} From 45b8d6b9e19c73b656d4e7337c3a9fe93f4dd114 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 12:01:20 +0100 Subject: [PATCH 29/38] Fix typo :bug: --- R/config_read.R | 2 +- man/config_read.Rd | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/config_read.R b/R/config_read.R index be2e49f..92ff6b9 100644 --- a/R/config_read.R +++ b/R/config_read.R @@ -11,7 +11,7 @@ #' @export #' #' @examples -#' config <- kwb.BerlinWaterModell::config_read() +#' config <- kwb.BerlinWaterModel::config_read() #' config #' @importFrom stats setNames #' @importFrom readr read_csv2 locale diff --git a/man/config_read.Rd b/man/config_read.Rd index 2eebd1a..eab111b 100644 --- a/man/config_read.Rd +++ b/man/config_read.Rd @@ -22,6 +22,6 @@ list with three sublists "flows_in_out", "outflows_multiple" and Configuration: Read } \examples{ -config <- kwb.BerlinWaterModell::config_read() +config <- kwb.BerlinWaterModel::config_read() config } From dda48414ca6a7d716859156137890bfe15256b42 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 14:00:51 +0100 Subject: [PATCH 30/38] Fix error handling --- R/calculate_flowpath.R | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/R/calculate_flowpath.R b/R/calculate_flowpath.R index 96ef3a3..ffab8a5 100644 --- a/R/calculate_flowpath.R +++ b/R/calculate_flowpath.R @@ -17,7 +17,9 @@ #' @importFrom dplyr mutate #' @importFrom rlang .data find_node_orders <- function(links, nodes, start_node, reverse = FALSE, mode = "out") { - # Erstellen eines gerichteten Graphen aus den Links + + + # Erstellen eines gerichteten Graphen aus den Links graph <- igraph::graph_from_data_frame(d = links, vertices = nodes, directed = TRUE) @@ -68,6 +70,7 @@ calculate_flowpath <- function(flow_name, backward = FALSE) { stopifnot(flow_name %in% nodes$name) + stopifnot(any(nodes$group == "Fliessabschnitt")) find_node_orders(links = links, nodes = nodes, From ab34e048006eb49804519cd16fd814018a55bae0 Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 20 Nov 2024 14:01:42 +0100 Subject: [PATCH 31/38] Move to better place --- data-raw/config.R | 89 ++++++++++++++++++++++++++++++++++++++++++----- data-raw/inputs.R | 29 --------------- 2 files changed, 80 insertions(+), 38 deletions(-) diff --git a/data-raw/config.R b/data-raw/config.R index 4f5e7b3..5cbd85e 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -2,6 +2,64 @@ library(kwb.BerlinWaterModel) config <- kwb.BerlinWaterModel::config_read() + +shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { + + stopifnot(col_flow_id %in% names(df)) + + + flow_id <- dplyr::ensym(col_flow_id) + + df %>% + dplyr::mutate(!!flow_id := dplyr::if_else( + stringr::str_detect(!!flow_id, "^WW"), + !!flow_id %>% + stringr::str_remove("WW_") %>% + stringr::str_split_fixed(pattern = "_", 2) %>% + as.data.frame() %>% + dplyr::mutate(V2 = tolower(V2), + !!flow_id := paste0(V1, V2)) %>% + dplyr::pull(!!flow_id), + !!flow_id + )) + +} + +ww_bfshare <- config$flows_in_out %>% + dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% + shorten_ww_flow_id() %>% + dplyr::select(flow_id, flow_name, bank_filtration_share) %>% + dplyr::left_join(ww, by = c("flow_id" = "id")) %>% + dplyr::mutate(bank_filtration_share = as.numeric(stringr::str_replace_na(bank_filtration_share, "0")), + cbm_per_second = bank_filtration_share * cbm_per_second) + + +ww_bfshare_wide <- ww_bfshare %>% + dplyr::select(- bank_filtration_share, - flow_name) %>% + tidyr::pivot_wider(names_from = flow_id, values_from = cbm_per_second) + +ww_gwshare <- config$flows_in_out %>% + dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% + shorten_ww_flow_id() %>% + dplyr::select(flow_id, flow_name, bank_filtration_share) %>% + dplyr::left_join(ww, by = c("flow_id" = "id")) %>% + dplyr::mutate(gw_share = 1 - as.numeric(stringr::str_replace_na(bank_filtration_share, "0")), + cbm_per_second = gw_share * cbm_per_second) + +ww_gwshare_wide <- ww_gwshare %>% + dplyr::select(- gw_share, -bank_filtration_share, - flow_name) %>% + tidyr::pivot_wider(names_from = flow_id, values_from = cbm_per_second) + +ww_wide <- ww %>% + tidyr::pivot_wider(names_from = id, values_from = cbm_per_second) %>% + dplyr::select(names(ww_bfshare_wide)) + + +ww_bfshare_wide +ww_gwshare_wide +ww_wide + + sections_fromtoid <- config$sections %>% dplyr::mutate(from_id = section_in_id, to_id = section_id) %>% @@ -132,7 +190,7 @@ nodes <- water_cycle %>% dplyr::arrange(name) %>% dplyr::left_join(config$sections[,c("section_name", "volume_m3")], by = c("name" = "section_name")) %>% - dplyr::mutate(volume_m3 = sqrt(volume_m3 / 10000)) %>% + dplyr::mutate(nodesize = sqrt(volume_m3 / 10000)) %>% dplyr::filter(!stringr::str_starts(name, "MO")) links_names <- water_cycle %>% @@ -166,7 +224,7 @@ net_complex <- networkD3::forceNetwork(Links = links_ids, Target = "target", Value = "value", NodeID = "name", - Nodesize = "volume_m3", + Nodesize = "nodesize", Group = "group", opacity = 0.8, colourScale = colourScale, @@ -177,17 +235,27 @@ htmlwidgets::saveWidget(net_complex, file = "water-cycle_complex.html") zip(zipfile = "water-cycle_complex.zip", files = "water-cycle_complex.html") -flowpath_backward <- kwb.BerlinWaterModel::calculate_flowpath(flow_name = "S09", - links = links_names, - nodes = nodes, - backward = TRUE) +outflow_names <- c("S09", "Rudower Teltowkanal") + +flowpath_backward <- stats::setNames(lapply(outflow_names, + FUN = function(flow_name) { + kwb.BerlinWaterModel::calculate_flowpath(flow_name = flow_name, + links = links_names, + nodes = nodes, + backward = TRUE) + }), nm = outflow_names) + +flowpath_backward$S09 +flowpath_backward$`Rudower Teltowkanal` -decreasing_orders <- unique(flowpath_backward$order)[order(unique(flowpath_backward$order), decreasing = TRUE)] +decreasing_orders <- unique(flowpath_backward$S09$order)[order(unique(flowpath_backward$S09$order), + decreasing = TRUE)] +get_flowpath_table <- function(flowpath_df) { -links_by_orderid <- stats::setNames(lapply(decreasing_orders, function(order) { +stats::setNames(lapply(decreasing_orders, function(order) { nodes$name - order_names <- flowpath_backward %>% + order_names <- flowpath_df %>% dplyr::filter(!! order == order) %>% dplyr::pull(name) @@ -198,6 +266,9 @@ links_by_orderid <- stats::setNames(lapply(decreasing_orders, function(order) { dplyr::relocate(order_id,order_name, .before = "source") }) %>% dplyr::bind_rows() }), sprintf("orderid_%02d", decreasing_orders)) +} + +links_by_orderid <- get_flowpath_table(flowpath_backward$S09) order_idname <- links_by_orderid %>% diff --git a/data-raw/inputs.R b/data-raw/inputs.R index 1a417fd..93e33f9 100644 --- a/data-raw/inputs.R +++ b/data-raw/inputs.R @@ -91,35 +91,6 @@ ww <- ww_long_cbm_per_second %>% usethis::use_data(ww, overwrite = TRUE) -shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { - - stopifnot(col_flow_id %in% names(df)) - - - flow_id <- dplyr::ensym(col_flow_id) - - df %>% - dplyr::mutate(!!flow_id := dplyr::if_else( - stringr::str_detect(!!flow_id, "^WW"), - !!flow_id %>% - stringr::str_remove("WW_") %>% - stringr::str_split_fixed(pattern = "_", 2) %>% - as.data.frame() %>% - dplyr::mutate(V2 = tolower(V2), - !!flow_id := paste0(V1, V2)) %>% - dplyr::pull(!!flow_id), - !!flow_id - )) - -} - -config$flows_in_out %>% - dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% - shorten_ww_flow_id() %>% - dplyr::select(flow_id, flow_name, bank_filtration_share) %>% - dplyr::left_join(ww, by = c("flow_id" = "id")) %>% - View() - modeltest_in_out_const <- readr::read_delim( file = "inst/extdata/input_data/Modelltest1_in_out_const.csv", delim = ";", From af5788bf9d2d413ad2c3abeb391c073d4c1bb17b Mon Sep 17 00:00:00 2001 From: mrustl Date: Thu, 21 Nov 2024 11:05:58 +0100 Subject: [PATCH 32/38] Fix flow routing :bug: --- inst/extdata/config/flows_in_out.csv | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/inst/extdata/config/flows_in_out.csv b/inst/extdata/config/flows_in_out.csv index 7e98943..5df6c60 100644 --- a/inst/extdata/config/flows_in_out.csv +++ b/inst/extdata/config/flows_in_out.csv @@ -1,5 +1,5 @@ section_id;flow_id;flow_name;rain_runoff_coefficient;rain_EZG_area_m2;ABIMO_runoff_m3/a;bank_filtration_share;flow_in_out;flow_type;Kommentar -S01;MgS_8.576;Zufluss_Spree_Fähre Rahnsdorf;;;;;in;inlet; +S01;GoK_3.41;Zufluss_Spree_Gosener Kanal;;;;;in;inlet; S01;WW_FRI_L;Wasserwerk Friedrichshagen L-Galerie;;;;0.86;out;abstraction_WW; S01;WW_FRI_M;Wasserwerk Friedrichshagen M-Galerie;;;;0.81;out;abstraction_WW; S01;585920;Zufluss OSK (Wernsdorf OP);;;;;in;inlet; @@ -12,7 +12,7 @@ S04;WW_FRI_C;Wasserwerk Friedrichshagen C-Galerie;;;;0.95;out;abstraction_WW; S04;WW_FRI_D;Wasserwerk Friedrichshagen D-Galerie;;;;1.00;out;abstraction_WW; S04;WW_FRI_E;Wasserwerk Friedrichshagen E-Galerie;;;;0.85;out;abstraction_WW; S04;WW_FRI_F;Wasserwerk Friedrichshagen F-Galerie;;;;0.81;out;abstraction_WW; -S04;GoK_3.41;Zufluss_Spree_Gosener Kanal;;;;;in;inlet; +S04;MgS_8.576;Zufluss_Spree_Fähre Rahnsdorf;;;;;in;inlet; S04;Fredersdorfer;Zufluss Fredersdorfer Fließ;;;;;in;inlet; S05;ageb1_310;Regenabfluss Müggelspree (einschließlich Großer Müggelsee und Erpe);;;;;in;rain_runoff; S06;NH-MF;Neuenhagener Mühlenfließ (Erpe) (NH-MF minus KW-MHF);;;;;in;inlet;mit Regenabfluss? - rausrechnen? From 4ae527a38243800bbd9e6710a3f2574cd988764c Mon Sep 17 00:00:00 2001 From: daniel-wicke Date: Thu, 21 Nov 2024 17:45:21 +0100 Subject: [PATCH 33/38] File now UTF-8 coded --- inst/extdata/config/flows_in_out.csv | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/inst/extdata/config/flows_in_out.csv b/inst/extdata/config/flows_in_out.csv index 5df6c60..bc1d494 100644 --- a/inst/extdata/config/flows_in_out.csv +++ b/inst/extdata/config/flows_in_out.csv @@ -2,26 +2,27 @@ section_id;flow_id;flow_name;rain_runoff_coefficient;rain_EZG_area_m2;ABIMO_runo S01;GoK_3.41;Zufluss_Spree_Gosener Kanal;;;;;in;inlet; S01;WW_FRI_L;Wasserwerk Friedrichshagen L-Galerie;;;;0.86;out;abstraction_WW; S01;WW_FRI_M;Wasserwerk Friedrichshagen M-Galerie;;;;0.81;out;abstraction_WW; -S01;585920;Zufluss OSK (Wernsdorf OP);;;;;in;inlet; -S02;DaW_0.165;Zufluss Zeuthener See (Schmöckwitz);;;;;in;inlet; +S01;OSK;Zufluss OSK (Wernsdorf OP);;;;;in;inlet; +S02;DaW_0.165;Zufluss Zeuthener See (Schmöckwitz);;;;;in;inlet; S02;WW_FRI_G;Wasserwerk Friedrichshagen G-Galerie;;;;0.63;out;abstraction_WW; S02;WW_FRI_K;Wasserwerk Friedrichshagen K-Galerie;;;;0.83;out;abstraction_WW; -S03;ageb1_320;Regenabfluss Langer See, Dahme und Große Krampe;0.247; 5'229'069 ; 797'810 ;;in;rain_runoff; +S03;ageb1_320;Regenabfluss Langer See, Dahme und Große Krampe;0.247;5229069;797810;;in;rain_runoff; S04;WW_FRI_B;Wasserwerk Friedrichshagen B-Galerie;;;;0.15;out;abstraction_WW; S04;WW_FRI_C;Wasserwerk Friedrichshagen C-Galerie;;;;0.95;out;abstraction_WW; S04;WW_FRI_D;Wasserwerk Friedrichshagen D-Galerie;;;;1.00;out;abstraction_WW; S04;WW_FRI_E;Wasserwerk Friedrichshagen E-Galerie;;;;0.85;out;abstraction_WW; S04;WW_FRI_F;Wasserwerk Friedrichshagen F-Galerie;;;;0.81;out;abstraction_WW; -S04;MgS_8.576;Zufluss_Spree_Fähre Rahnsdorf;;;;;in;inlet; -S04;Fredersdorfer;Zufluss Fredersdorfer Fließ;;;;;in;inlet; -S05;ageb1_310;Regenabfluss Müggelspree (einschließlich Großer Müggelsee und Erpe);;;;;in;rain_runoff; -S06;NH-MF;Neuenhagener Mühlenfließ (Erpe) (NH-MF minus KW-MHF);;;;;in;inlet;mit Regenabfluss? - rausrechnen? -S06;KW_MHF;Einleitung Klärwerk Münchehofe;;;;;in;WWTP; +S04;MgS_8.576;Zufluss_Spree_Fähre Rahnsdorf;;;;;in;inlet; +S04;Fredersdorfer;Zufluss Fredersdorfer Fließ;;;;;in;inlet; +S05;ageb1_310;Regenabfluss Müggelspree (einschließlich Großer Müggelsee und Erpe);;;;;in;rain_runoff; +S06;NH-MF;Neuenhagener Mühlenfließ (Erpe) (NH-MF minus KW-MHF);;;;;in;inlet;mit Regenabfluss? - rausrechnen? +S06;KW_MHF;Einleitung Klärwerk Münchehofe;;;;;in;WWTP; S06;WW_FRI_A;Wasserwerk Friedrichshagen A-Galerie;;;;0.37;out;abstraction_WW; -S07;ageb1_330;Stadtspree bis Abzweig Britzer Verbindungskanal;0.292; 7'208'300 ; 1'319'330 ;;in;rain_runoff; +S07;ageb1_330;Stadtspree bis Abzweig Britzer Verbindungskanal;0.292;7208300;1319330;;in;rain_runoff; S07;WW_WUH_West;Wasserwerk Wuhlheide West-Galerie;;;;0.24;out;abstraction_WW; S08;Wuhle;Zufluss_Wuhle;;;;;in;inlet;mit Regenabfluss? - rausrechnen? -S08;ageb1_331;Regenabfluss Wuhle;0.241; 19'485'692 ; 2'993'312 ;;in;rain_runoff; +S08;ageb1_331;Regenabfluss Wuhle;0.241;19485692;2993312;;in;rain_runoff; S08;WW_KAU_Nord;Wasserwerk Kaulsdorf Nord-Galerie;;;;0;out;abstraction_WW; -S08;WW_KAU_Sued;Wasserwerk Kaulsdorf Süd-Galerie;;;;0;out;abstraction_WW; +S08;WW_KAU_Sued;Wasserwerk Kaulsdorf Süd-Galerie;;;;0;out;abstraction_WW; S08;WW_WUH_Ost;Wasserwerk Wuhlheide Ost-Galerie;;;;0.60;out;abstraction_WW; +S09;ageb1_340;Regenabfluss Stadtspree bis Abzweig Landwehrkanal;0.275;5741250;1005531;;in;rain_runoff; \ No newline at end of file From dc4ad5beea106faa042c2ff3b5bad7706d42fda8 Mon Sep 17 00:00:00 2001 From: mrustl Date: Mon, 25 Nov 2024 08:46:26 +0100 Subject: [PATCH 34/38] Converted from ANSI to UTF-8 with Notepad++ --- inst/extdata/config/sections.csv | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/inst/extdata/config/sections.csv b/inst/extdata/config/sections.csv index 550498b..08b144b 100644 --- a/inst/extdata/config/sections.csv +++ b/inst/extdata/config/sections.csv @@ -2,8 +2,8 @@ section_id;section_name;section_in_id;section_out_id;volume_m3;mean_depth_m S01;Seddinsee und Gosener Kanal;inlet;S02;10500000;4.01 S02;Langer See (Dahme);S01;S03;12050000;3.92 S03;Dahme;S02;MO_S03;5900000;3.82 -S04;Müggelsee;inlet;S05;36500000;4.77 -S05;Müggelspree;S04;S07;1300000;2.34 +S04;Müggelsee;inlet;S05;36500000;4.77 +S05;Müggelspree;S04;S07;1300000;2.34 S06;Erpe (NH-MF);inlet;S05;15000;0.5 S07;Spree 1;S05;S09;2100000;2.47 S08;Wuhle;inlet;S07;15000;0.5 From ea907fdd5519c4d6f0e8a031f843299fa8a606a9 Mon Sep 17 00:00:00 2001 From: mrustl Date: Mon, 25 Nov 2024 08:51:35 +0100 Subject: [PATCH 35/38] Use UTF-8 as default --- R/config_read.R | 4 ++-- man/config_read.Rd | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/R/config_read.R b/R/config_read.R index 92ff6b9..d5cc0f3 100644 --- a/R/config_read.R +++ b/R/config_read.R @@ -4,7 +4,7 @@ #' system.file("extdata/config", package = "kwb.BerlinWaterModel")). It is mandatory #' that there are three files within this folder: "flows_in_out.csv", "outflows_multiple.csv" #' and "sections.csv" -#' @param file_encoding encoding for reading the files (default: "windows-1252") +#' @param file_encoding encoding for reading the files (default: "UTF-8") #' #' @return list with three sublists "flows_in_out", "outflows_multiple" and #' "sections @@ -16,7 +16,7 @@ #' @importFrom stats setNames #' @importFrom readr read_csv2 locale #' @importFrom stringr str_remove -config_read <- function(config_dir = "inst/extdata/config", file_encoding = "windows-1252") { +config_read <- function(config_dir = "inst/extdata/config", file_encoding = "UTF-8") { files <- list.files(config_dir, full.names = TRUE) diff --git a/man/config_read.Rd b/man/config_read.Rd index eab111b..bd96808 100644 --- a/man/config_read.Rd +++ b/man/config_read.Rd @@ -4,7 +4,7 @@ \alias{config_read} \title{Configuration: Read} \usage{ -config_read(config_dir = "inst/extdata/config", file_encoding = "windows-1252") +config_read(config_dir = "inst/extdata/config", file_encoding = "UTF-8") } \arguments{ \item{config_dir}{directory with configuration files (default: @@ -12,7 +12,7 @@ system.file("extdata/config", package = "kwb.BerlinWaterModel")). It is mandator that there are three files within this folder: "flows_in_out.csv", "outflows_multiple.csv" and "sections.csv"} -\item{file_encoding}{encoding for reading the files (default: "windows-1252")} +\item{file_encoding}{encoding for reading the files (default: "UTF-8")} } \value{ list with three sublists "flows_in_out", "outflows_multiple" and From a8e44302837277b820a2984bfb66c850b25e6323 Mon Sep 17 00:00:00 2001 From: mrustl Date: Mon, 25 Nov 2024 13:37:01 +0100 Subject: [PATCH 36/38] Start preparing input with different time res --- DESCRIPTION | 3 +- NAMESPACE | 4 +++ R/fill_timeseries.R | 61 ++++++++++++++++++++++++++++++++++++++++ data-raw/prepare_input.R | 48 +++++++++++++++++++++++++++++++ man/fill_timeseries.Rd | 32 +++++++++++++++++++++ 5 files changed, 147 insertions(+), 1 deletion(-) create mode 100644 R/fill_timeseries.R create mode 100644 data-raw/prepare_input.R create mode 100644 man/fill_timeseries.Rd diff --git a/DESCRIPTION b/DESCRIPTION index dcd6af6..050c3a2 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -21,7 +21,8 @@ Imports: magrittr, readr, rlang, - stringr + stringr, + tibble Suggests: covr, knitr, diff --git a/NAMESPACE b/NAMESPACE index eb5b819..146870a 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -3,10 +3,13 @@ export("%>%") export(calculate_flowpath) export(config_read) +export(fill_timeseries) export(find_node_orders) importFrom(dplyr,arrange) +importFrom(dplyr,arrange_at) importFrom(dplyr,desc) importFrom(dplyr,filter) +importFrom(dplyr,full_join) importFrom(dplyr,mutate) importFrom(igraph,V) importFrom(igraph,distances) @@ -18,3 +21,4 @@ importFrom(readr,read_csv2) importFrom(rlang,.data) importFrom(stats,setNames) importFrom(stringr,str_remove) +importFrom(tibble,tibble) diff --git a/R/fill_timeseries.R b/R/fill_timeseries.R new file mode 100644 index 0000000..73e7657 --- /dev/null +++ b/R/fill_timeseries.R @@ -0,0 +1,61 @@ +#' Fill Timeseries based on User Defined Intervall (days, hours, minutes or seconds) +#' +#' @param df data frame with data +#' @param col_datetime column of date or datetime +#' @param temporal_resolution select one of ("days", "hours", "minutes", "seconds"), +#' (default: "days") +#' @param direction in which direction should the parameter be filled ("up" or +#' "down"), default: "up" +#' @return tibble with filled dates. Note that if min(daste) == "xxxx-xx-end-of-month-day" +#' the min(date) is set to "xxxx-xx-01", as monthly measured (originally summed) +#' values were set to the last day of the month, but are valid for the whole month +#' @export +#' +#' @importFrom tibble tibble +#' @importFrom dplyr arrange_at full_join +fill_timeseries <- function(df, col_datetime = "date", temporal_resolution = "days", direction = "up") +{ + stopifnot(col_datetime %in% names(df)) + + temp_res <- c("seconds" = "sec", "minutes" = "min", "hours" = "hour", "days" = "days") + stopifnot(temporal_resolution %in% names(temp_res)) + + stopifnot(direction %in% c("up", "down")) + + dates <- df[[col_datetime]] + date_min_monthly <- as.Date(paste0(stringr::str_sub(min(dates), 1, 8), "01")) + + date_min <- if (min(dates) != date_min_monthly) { + date_min_monthly + } else { + min(dates) + } + + + date_sequence <- if(names(temp_res[temporal_resolution]) == "days") { + seq.Date(from = date_min, to = max(dates), + by = temp_res[temporal_resolution]) + } else { + seq.POSIXt(from = as.POSIXct(date_min, tz = "UTC"), + to = as.POSIXct(max(dates), tz = "UTC"), + by = temp_res[temporal_resolution]) + } + + new_dates <- tibble::tibble(!!(col_datetime) := date_sequence) + + + df_new <- df %>% + dplyr::full_join(new_dates, + by = col_datetime) %>% + dplyr::arrange_at(col_datetime) %>% + tidyr::fill(!tidyselect::matches(col_datetime), .direction = direction) + + + if(temporal_resolution != "days") { + df_new <- df_new %>% + dplyr::rename(datetime = col_datetime) + } + + df_new + +} diff --git a/data-raw/prepare_input.R b/data-raw/prepare_input.R new file mode 100644 index 0000000..72af10a --- /dev/null +++ b/data-raw/prepare_input.R @@ -0,0 +1,48 @@ +library(kwb.BerlinWaterModel) +prepare_input <- function(temporal_resolution = "days", + date_min = "2010-01-01", + date_max = "2021-12-31") { + + col_datetime <- "date" + col_datetime_join <- ifelse(temporal_resolution != "days", "datetime", col_datetime) + + input <- ww %>% + dplyr::mutate(cbm_per_second = - abs(cbm_per_second)) %>% + tidyr::pivot_wider(names_from = "id", values_from = "cbm_per_second") %>% + kwb.BerlinWaterModel::fill_timeseries(col_datetime = col_datetime, + temporal_resolution = temporal_resolution, + + + + # + # + direction = "up") %>% + dplyr::full_join(wwtp %>% + tidyr::pivot_wider(names_from = "id", values_from = "cbm_per_second") %>% + kwb.BerlinWaterModel::fill_timeseries(col_datetime = col_datetime, + temporal_resolution = temporal_resolution, + direction = "up"), + by = col_datetime_join) %>% + dplyr::full_join(inflows %>% tidyr::pivot_wider(names_from = "id", values_from = "cbm_per_second") %>% + kwb.BerlinWaterModel::fill_timeseries(col_datetime = col_datetime, + temporal_resolution = temporal_resolution, + direction = "down"), + by = col_datetime_join) + + input <- if(is(input[[col_datetime_join]], "POSIXct")) { + input %>% + dplyr::filter(!!as.symbol(col_datetime_join) >= as.POSIXct(sprintf("%s 00:00:00", date_min), tz = "UTC"), + !!as.symbol(col_datetime_join) <= as.POSIXct(sprintf("%s 23:59:59", date_max), tz = "UTC")) + } else { + input %>% + dplyr::filter(!!as.symbol(col_datetime_join) >= as.Date(date_min), + !!as.symbol(col_datetime_join) <= as.Date(date_max)) + } + + input + +} + +input_days <- prepare_input("days") +input_hours <- prepare_input("hours") +input_minutes <- prepare_input("minutes") diff --git a/man/fill_timeseries.Rd b/man/fill_timeseries.Rd new file mode 100644 index 0000000..faf12c8 --- /dev/null +++ b/man/fill_timeseries.Rd @@ -0,0 +1,32 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/fill_timeseries.R +\name{fill_timeseries} +\alias{fill_timeseries} +\title{Fill Timeseries based on User Defined Intervall (days, hours, minutes or seconds)} +\usage{ +fill_timeseries( + df, + col_datetime = "date", + temporal_resolution = "days", + directon = "up" +) +} +\arguments{ +\item{df}{data frame with data} + +\item{col_datetime}{column of date or datetime} + +\item{temporal_resolution}{select one of ("days", "hours", "minutes", "seconds"), +(default: "days")} + +\item{direction}{in which direction should the parameter be filled ("up" or +"down"), default: "up"} +} +\value{ +tibble with filled dates. Note that if min(daste) == "xxxx-xx-end-of-month-day" +the min(date) is set to "xxxx-xx-01", as monthly measured (originally summed) +values were set to the last day of the month, but are valid for the whole month +} +\description{ +Fill Timeseries based on User Defined Intervall (days, hours, minutes or seconds) +} From 1f1bcf70537dfe324c55ced39bc7ffaa01236e6c Mon Sep 17 00:00:00 2001 From: mrustl Date: Mon, 25 Nov 2024 14:20:19 +0100 Subject: [PATCH 37/38] Fix GitHub actions --- DESCRIPTION | 4 +++- NAMESPACE | 5 +++++ R/fill_timeseries.R | 3 +++ man/fill_timeseries.Rd | 2 +- 4 files changed, 12 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 050c3a2..acd63f0 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -22,7 +22,9 @@ Imports: readr, rlang, stringr, - tibble + tibble, + tidyr, + tidyselect Suggests: covr, knitr, diff --git a/NAMESPACE b/NAMESPACE index 146870a..0c1aa36 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -18,7 +18,12 @@ importFrom(igraph,vcount) importFrom(magrittr,"%>%") importFrom(readr,locale) importFrom(readr,read_csv2) +importFrom(rlang,":=") importFrom(rlang,.data) importFrom(stats,setNames) importFrom(stringr,str_remove) importFrom(tibble,tibble) +importFrom(tidyr,fill) +importFrom(tidyr,pivot_wider) +importFrom(tidyr,separate) +importFrom(tidyselect,matches) diff --git a/R/fill_timeseries.R b/R/fill_timeseries.R index 73e7657..dc1385e 100644 --- a/R/fill_timeseries.R +++ b/R/fill_timeseries.R @@ -13,6 +13,9 @@ #' #' @importFrom tibble tibble #' @importFrom dplyr arrange_at full_join +#' @importFrom tidyr fill pivot_wider separate +#' @importFrom tidyselect matches +#' @importFrom rlang := fill_timeseries <- function(df, col_datetime = "date", temporal_resolution = "days", direction = "up") { stopifnot(col_datetime %in% names(df)) diff --git a/man/fill_timeseries.Rd b/man/fill_timeseries.Rd index faf12c8..c843f71 100644 --- a/man/fill_timeseries.Rd +++ b/man/fill_timeseries.Rd @@ -8,7 +8,7 @@ fill_timeseries( df, col_datetime = "date", temporal_resolution = "days", - directon = "up" + direction = "up" ) } \arguments{ From d0f36abfc9d2d943795cab91a4b8d10b22e219bd Mon Sep 17 00:00:00 2001 From: mrustl Date: Wed, 27 Nov 2024 10:38:35 +0100 Subject: [PATCH 38/38] Fix prepare input (BF share instead WW abstraction) --- data-raw/config.R | 57 ---------------------------------------- data-raw/prepare_input.R | 42 +++++++++++++++++++++++------ 2 files changed, 34 insertions(+), 65 deletions(-) diff --git a/data-raw/config.R b/data-raw/config.R index 5cbd85e..b49435f 100644 --- a/data-raw/config.R +++ b/data-raw/config.R @@ -3,63 +3,6 @@ library(kwb.BerlinWaterModel) config <- kwb.BerlinWaterModel::config_read() -shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { - - stopifnot(col_flow_id %in% names(df)) - - - flow_id <- dplyr::ensym(col_flow_id) - - df %>% - dplyr::mutate(!!flow_id := dplyr::if_else( - stringr::str_detect(!!flow_id, "^WW"), - !!flow_id %>% - stringr::str_remove("WW_") %>% - stringr::str_split_fixed(pattern = "_", 2) %>% - as.data.frame() %>% - dplyr::mutate(V2 = tolower(V2), - !!flow_id := paste0(V1, V2)) %>% - dplyr::pull(!!flow_id), - !!flow_id - )) - -} - -ww_bfshare <- config$flows_in_out %>% - dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% - shorten_ww_flow_id() %>% - dplyr::select(flow_id, flow_name, bank_filtration_share) %>% - dplyr::left_join(ww, by = c("flow_id" = "id")) %>% - dplyr::mutate(bank_filtration_share = as.numeric(stringr::str_replace_na(bank_filtration_share, "0")), - cbm_per_second = bank_filtration_share * cbm_per_second) - - -ww_bfshare_wide <- ww_bfshare %>% - dplyr::select(- bank_filtration_share, - flow_name) %>% - tidyr::pivot_wider(names_from = flow_id, values_from = cbm_per_second) - -ww_gwshare <- config$flows_in_out %>% - dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% - shorten_ww_flow_id() %>% - dplyr::select(flow_id, flow_name, bank_filtration_share) %>% - dplyr::left_join(ww, by = c("flow_id" = "id")) %>% - dplyr::mutate(gw_share = 1 - as.numeric(stringr::str_replace_na(bank_filtration_share, "0")), - cbm_per_second = gw_share * cbm_per_second) - -ww_gwshare_wide <- ww_gwshare %>% - dplyr::select(- gw_share, -bank_filtration_share, - flow_name) %>% - tidyr::pivot_wider(names_from = flow_id, values_from = cbm_per_second) - -ww_wide <- ww %>% - tidyr::pivot_wider(names_from = id, values_from = cbm_per_second) %>% - dplyr::select(names(ww_bfshare_wide)) - - -ww_bfshare_wide -ww_gwshare_wide -ww_wide - - sections_fromtoid <- config$sections %>% dplyr::mutate(from_id = section_in_id, to_id = section_id) %>% diff --git a/data-raw/prepare_input.R b/data-raw/prepare_input.R index 72af10a..9097701 100644 --- a/data-raw/prepare_input.R +++ b/data-raw/prepare_input.R @@ -1,4 +1,28 @@ library(kwb.BerlinWaterModel) + +shorten_ww_flow_id <- function(df, col_flow_id = "flow_id") { + + stopifnot(col_flow_id %in% names(df)) + + + flow_id <- dplyr::ensym(col_flow_id) + + df %>% + dplyr::mutate(!!flow_id := dplyr::if_else( + stringr::str_detect(!!flow_id, "^WW"), + !!flow_id %>% + stringr::str_remove("WW_") %>% + stringr::str_split_fixed(pattern = "_", 2) %>% + as.data.frame() %>% + dplyr::mutate(V2 = tolower(V2), + !!flow_id := paste0(V1, V2)) %>% + dplyr::pull(!!flow_id), + !!flow_id + )) + +} + + prepare_input <- function(temporal_resolution = "days", date_min = "2010-01-01", date_max = "2021-12-31") { @@ -6,16 +30,18 @@ prepare_input <- function(temporal_resolution = "days", col_datetime <- "date" col_datetime_join <- ifelse(temporal_resolution != "days", "datetime", col_datetime) - input <- ww %>% + input <- config$flows_in_out %>% + dplyr::filter(stringr::str_starts(flow_id, "WW")) %>% + shorten_ww_flow_id() %>% + dplyr::select(flow_id, bank_filtration_share) %>% + dplyr::left_join(ww, by = c("flow_id" = "id")) %>% + dplyr::mutate(bank_filtration_share = as.numeric(stringr::str_replace_na(bank_filtration_share, "0")), + cbm_per_second = bank_filtration_share * cbm_per_second) %>% + dplyr::select(-bank_filtration_share) %>% dplyr::mutate(cbm_per_second = - abs(cbm_per_second)) %>% - tidyr::pivot_wider(names_from = "id", values_from = "cbm_per_second") %>% + tidyr::pivot_wider(names_from = "flow_id", values_from = "cbm_per_second") %>% kwb.BerlinWaterModel::fill_timeseries(col_datetime = col_datetime, temporal_resolution = temporal_resolution, - - - - # - # direction = "up") %>% dplyr::full_join(wwtp %>% tidyr::pivot_wider(names_from = "id", values_from = "cbm_per_second") %>% @@ -45,4 +71,4 @@ prepare_input <- function(temporal_resolution = "days", input_days <- prepare_input("days") input_hours <- prepare_input("hours") -input_minutes <- prepare_input("minutes") +#input_minutes <- prepare_input("minutes")

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