Date,actual_prices,historical_forecasts 2018-06-30,22.0,23.49608291458131 2018-07-31,23.0,23.333482046911897 2018-08-31,23.25,23.75730338418554 2018-09-30,24.25,24.426488556295702 2018-10-31,25.000000000000004,24.867570309112125 2018-11-30,25.75,26.22100272308021 2018-12-31,26.0,26.572899094304514 2019-01-31,26.0,26.680086750877035 2019-02-28,26.0,26.82406550382902 2019-03-31,26.0,27.080133234355923 2019-04-30,26.0,26.840106556357792 2019-05-31,26.250000000000004,26.74438990243002 2019-06-30,27.0,27.238030295205014 2019-07-31,27.0,26.89565018752278 2019-08-31,27.0,26.761514292461445 2019-09-30,27.0,27.15657937640997 2019-10-31,27.0,27.319724848727052 2019-11-30,27.0,27.10488151312622 2019-12-31,27.499999999999996,27.76715580842965 2020-01-31,27.75,27.77743586117693 2020-02-29,27.75,28.806526915997832 2020-03-31,31.08333333,31.19575358938322 2020-04-30,34.66666667,34.37706384140779 2020-05-31,35.5625,36.21362623331529 2020-06-30,34.99999999999999,35.27664390131007 2020-07-31,33.29999999999999,34.328698262160486 2020-08-31,31.999999999999996,32.20282376146903 2020-09-30,31.249999999999996,31.983063389950008 2020-10-31,31.999999999999996,32.63046154432177 2020-11-30,31.999999999999996,30.722806419983655 2020-12-31,31.999999999999996,32.89379888416604 2021-01-31,31.999999999999996,33.30984937348245 2021-02-28,33.5,33.44430571777955 2021-03-31,33.0,31.916872218406702 2021-04-30,31.499999999999996,32.48216078594342 2021-05-31,29.999999999999996,30.486436448417873 2021-06-30,30.75,30.889705539057584 2021-07-31,34.0,33.55487240418986 2021-08-31,36.99999999999999,38.118158651480904 2021-09-30,37.66666666666666,38.17207383873165 2021-10-31,41.5,40.43647538516416 2021-11-30,41.99999999999999,41.922032684813296 2021-12-31,47.50000000000001,47.27129282794028 2022-01-31,46.8,46.99400286674786 2022-02-28,44.0,44.18758411595919 2022-03-31,43.75,44.36595389255393 2022-04-30,47.15,48.33911417589532 2022-05-31,48.25,48.826660367375524 2022-06-30,51.95000000000001,52.04339675954337 2022-07-31,49.349999999999994,50.148409412616864 2022-08-31,51.5,51.783040641877086 2022-09-30,48.625,48.84414960226527 2022-10-31,45.5,45.083813755723504 2022-11-30,45.72249999999999,45.58556340669296 2022-12-31,43.125,44.041903628419185 2023-01-31,42.15,43.75919881541327 2023-02-28,41.75,42.43798485697513 2023-03-31,36.699999999999996,36.52091450477763 2023-04-30,35.1,36.596422019620235 2023-05-31,34.74999999999999,35.771536014335375