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Nikolaj-K/ftm_dag.py

Last active June 9, 2019 01:26
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ftm/dag ratio plot with prices from cmc
Raw
ftm_dag.py
import matplotlib.pyplot as plt
PRICE_TODAY = dict(dag=[0.003599], ftm=[0.021852])
def parse(name):
filename = "{}.csv".format(name)
prices = [float(line[13:21]) for line in open(filename)][::-1] # line[13:21] cuts out the right column values
return [y / prices[0] for y in prices + PRICE_TODAY[name]]
dag = parse("dag")
ftm = parse("ftm")
ratio = [y / ftm[i] for i, y in enumerate(dag)]
plt.plot([1 for _ in dag], color="gray")
plt.plot(ftm, color="violet", label='ftm')
plt.plot(dag, color="blue", label='dag')
plt.plot(ratio, color="orange", label='dag/ftm')
plt.legend()
plt.show()
"""
# FTM prices
Jun 08, 2019 0.020510 0.022169 0.020455 0.021831 4,420,872 39,593,395
Jun 07, 2019 0.019765 0.020867 0.019444 0.020543 4,120,849 37,258,180
Jun 06, 2019 0.018297 0.019909 0.018102 0.019805 4,305,400 35,918,815
Jun 05, 2019 0.016822 0.020076 0.016803 0.018273 5,263,509 33,141,698
Jun 04, 2019 0.018645 0.018645 0.016224 0.016822 4,481,021 30,509,343
Jun 03, 2019 0.021749 0.022674 0.018601 0.018657 4,750,766 33,837,129
Jun 02, 2019 0.020601 0.022761 0.020513 0.021749 5,554,404 39,445,219
Jun 01, 2019 0.019805 0.027492 0.019314 0.020601 5,139,722 37,364,004
May 31, 2019 0.018002 0.020208 0.017280 0.019870 4,715,532 36,038,201
May 30, 2019 0.021840 0.022288 0.017627 0.018002 4,895,474 32,650,304
May 29, 2019 0.021241 0.030026 0.020698 0.021840 5,425,850 39,610,461
May 28, 2019 0.020446 0.022551 0.019876 0.021241 6,491,743 38,523,820
May 27, 2019 0.018366 0.020556 0.018081 0.020521 5,853,907 37,217,853
May 26, 2019 0.016469 0.018453 0.015242 0.018337 4,898,794 33,257,517
May 25, 2019 0.018654 0.019533 0.015905 0.016470 4,368,903 29,871,604
May 24, 2019 0.017977 0.019633 0.017585 0.018654 4,843,649 33,832,140
May 23, 2019 0.016659 0.018204 0.015416 0.017987 5,290,091 32,622,627
May 22, 2019 0.014997 0.019551 0.012831 0.016659 6,356,477 30,213,576
May 21, 2019 0.013660 0.015620 0.013309 0.014997 3,012,023 27,199,732
May 20, 2019 0.013741 0.014020 0.012838 0.013692 4,862,084 24,833,058
May 19, 2019 0.011347 0.013895 0.011323 0.013741 5,295,450 24,920,840
May 18, 2019 0.011132 0.011604 0.010350 0.011339 4,176,990 20,564,625
May 17, 2019 0.011241 0.012124 0.010323 0.011132 4,775,779 20,189,217
May 16, 2019 0.010404 0.011379 0.009935 0.011267 4,376,236 20,434,603
May 15, 2019 0.009095 0.010450 0.008747 0.010395 4,080,893 18,853,133
May 14, 2019 0.008273 0.009304 0.008110 0.009101 3,203,303 16,505,708
May 13, 2019 0.007907 0.008959 0.007716 0.008304 3,487,612 15,061,435
May 12, 2019 0.009253 0.009475 0.007801 0.007907 3,057,116 14,339,978
May 11, 2019 0.008696 0.009486 0.008463 0.009263 3,265,225 16,800,171
May 10, 2019 0.008057 0.008926 0.007905 0.008664 2,988,862 15,713,969
May 09, 2019 0.008431 0.008468 0.007761 0.008005 2,969,913 14,518,200
May 08, 2019 0.008781 0.008802 0.008091 0.008397 3,370,776 15,229,445
May 07, 2019 0.008785 0.009338 0.008634 0.008795 2,441,848 15,951,116
May 06, 2019 0.009044 0.009080 0.008611 0.008755 2,967,299 15,879,470
May 05, 2019 0.009406 0.009420 0.008857 0.009033 3,105,254 16,382,844
May 04, 2019 0.010018 0.010196 0.008746 0.009421 3,703,004 17,085,610
May 03, 2019 0.009715 0.010129 0.009598 0.010031 3,229,600 18,192,883
May 02, 2019 0.009475 0.009814 0.009213 0.009732 3,158,985 17,649,766
May 01, 2019 0.009142 0.009471 0.008987 0.009468 3,258,759 17,171,831
Apr 30, 2019 0.008913 0.009220 0.008856 0.009125 2,919,616 16,550,139
Apr 29, 2019 0.008962 0.009033 0.008600 0.008875 3,202,514 16,095,420
Apr 28, 2019 0.009308 0.009716 0.008713 0.008937 3,240,872 16,209,024
Apr 27, 2019 0.008609 0.009569 0.008531 0.009290 3,589,619 16,849,084
Apr 26, 2019 0.008426 0.008921 0.008348 0.008627 3,154,172 15,646,595
Apr 25, 2019 0.009395 0.009652 0.008368 0.008381 2,727,162 15,201,048
Apr 24, 2019 0.009499 0.009579 0.008508 0.009435 3,537,515 17,111,780
Apr 23, 2019 0.010382 0.010694 0.009457 0.009499 2,852,459 17,227,649
Apr 22, 2019 0.010143 0.010480 0.009722 0.010382 3,176,303 18,829,515
Apr 21, 2019 0.011175 0.011419 0.009899 0.010163 3,471,906 12,907,335
Apr 20, 2019 0.010394 0.011590 0.009938 0.011174 3,751,535 14,191,145
Apr 19, 2019 0.009612 0.010480 0.008981 0.010419 3,803,029 13,232,435
Apr 18, 2019 0.009987 0.010151 0.009016 0.009551 3,208,295 12,129,853
Apr 17, 2019 0.011063 0.011289 0.009525 0.009996 3,409,525 12,694,983
Apr 16, 2019 0.010273 0.011218 0.010113 0.011090 3,262,565 14,084,833
Apr 15, 2019 0.011361 0.011449 0.010069 0.010243 3,236,303 13,008,895
Apr 14, 2019 0.011315 0.011602 0.011024 0.011361 3,197,344 14,428,428
Apr 13, 2019 0.011708 0.011998 0.011156 0.011315 3,500,470 14,369,442
Apr 12, 2019 0.011620 0.012723 0.010542 0.011710 3,822,629 14,871,334
Apr 11, 2019 0.014631 0.014631 0.011075 0.011592 4,731,103 14,721,327
Apr 10, 2019 0.015060 0.015259 0.014042 0.014547 5,142,000 18,475,261
Apr 09, 2019 0.016185 0.016209 0.014867 0.015016 5,460,909 19,070,100
Apr 08, 2019 0.016852 0.017627 0.015070 0.016185 8,154,696 20,554,833
Apr 07, 2019 0.015189 0.016986 0.014986 0.016844 7,537,556 21,391,991
Apr 06, 2019 0.014339 0.015719 0.013901 0.015167 7,391,927 19,261,720
Apr 05, 2019 0.013567 0.014435 0.013076 0.014374 6,154,545 18,254,514
Apr 04, 2019 0.013699 0.014456 0.013022 0.013510 5,615,492 17,157,950
Apr 03, 2019 0.014840 0.016062 0.013211 0.013680 4,159,799 17,373,741
Apr 02, 2019 0.011872 0.015079 0.011737 0.014840 5,436,895 18,846,535
Apr 01, 2019 0.011647 0.013022 0.011406 0.011898 4,264,129 15,110,054
Mar 31, 2019 0.013675 0.013864 0.011573 0.011648 3,782,512 14,793,416
Mar 30, 2019 0.013761 0.014173 0.011715 0.013675 5,666,620 17,366,798
Mar 29, 2019 0.013680 0.015371 0.013333 0.013755 5,675,666 17,468,932
Mar 28, 2019 0.012371 0.014409 0.011962 0.013680 5,813,453 17,373,031
Mar 27, 2019 0.009796 0.012673 0.009768 0.012370 5,433,472 15,709,357
Mar 26, 2019 0.009731 0.009924 0.009354 0.009826 4,069,316 12,479,275
Mar 25, 2019 0.009861 0.010577 0.009554 0.009708 3,533,226 12,329,420
Mar 24, 2019 0.009753 0.009983 0.009387 0.009887 4,127,345 12,555,987
Mar 23, 2019 0.011175 0.011233 0.009344 0.009701 4,241,179 12,319,858
Mar 22, 2019 0.009467 0.011387 0.009200 0.011190 4,309,864 14,211,867
Mar 21, 2019 0.010160 0.010189 0.009059 0.009450 4,081,666 12,001,414
Mar 20, 2019 0.009380 0.010440 0.009218 0.010140 4,544,173 12,877,575
Mar 19, 2019 0.007629 0.009573 0.007555 0.009372 4,611,415 11,902,196
Mar 18, 2019 0.007263 0.007661 0.007088 0.007661 3,242,552 9,729,293
Mar 17, 2019 0.007173 0.007309 0.007084 0.007280 3,255,270 9,245,806
Mar 16, 2019 0.007101 0.007489 0.006990 0.007174 3,398,400 9,111,392
Mar 15, 2019 0.006357 0.007413 0.006304 0.007096 3,048,202 9,011,410
Mar 14, 2019 0.006150 0.006457 0.006080 0.006346 2,862,102 8,059,628
Mar 13, 2019 0.007643 0.007671 0.006047 0.006209 1,678,037 7,885,393
Mar 12, 2019 0.006873 0.007733 0.006759 0.007603 1,399,030 9,656,242
Mar 11, 2019 0.006680 0.007328 0.006311 0.006865 968,555 8,718,513
Mar 10, 2019 0.005739 0.006708 0.005707 0.006699 650,294 8,507,940
Mar 09, 2019 0.005715 0.005892 0.005547 0.005731 589,967 7,278,414
Mar 08, 2019 0.006253 0.006253 0.005493 0.005731 707,175 7,277,946
Mar 07, 2019 0.005117 0.006475 0.005086 0.006178 1,112,348 7,845,913
Mar 06, 2019 0.004284 0.005706 0.004189 0.005116 1,145,535 6,497,896
Mar 05, 2019 0.003877 0.004431 0.003762 0.004263 709,897 5,413,413
Mar 04, 2019 0.003969 0.004088 0.003738 0.003869 621,034 4,913,663
Mar 03, 2019 0.003950 0.004027 0.003884 0.003944 458,785 5,008,268
Mar 02, 2019 0.003947 0.004015 0.003864 0.003903 385,925 4,957,309
Mar 01, 2019 0.003809 0.004041 0.003793 0.003953 359,607 5,020,211
Feb 28, 2019 0.003850 0.003948 0.003754 0.003809 247,894 4,837,981
Feb 27, 2019 0.003932 0.004057 0.003748 0.003844 278,887 4,882,140
Feb 26, 2019 0.003956 0.004006 0.003823 0.003957 273,953 5,025,205
Feb 25, 2019 0.003890 0.004015 0.003783 0.003948 308,909 5,013,334
Feb 24, 2019 0.004385 0.004765 0.003890 0.003906 412,176 4,960,834
Feb 23, 2019 0.004105 0.004424 0.004076 0.004375 230,365 5,556,057
Feb 22, 2019 0.004022 0.004137 0.003974 0.004113 205,023 5,223,838
Feb 21, 2019 0.004225 0.004234 0.003851 0.004011 306,810 5,094,336
Feb 20, 2019 0.004128 0.004241 0.004060 0.004223 201,953 5,363,696
Feb 19, 2019 0.004123 0.004368 0.004054 0.004130 218,876 5,244,468
Feb 18, 2019 0.004034 0.004311 0.003861 0.004258 324,237 5,407,838
Feb 17, 2019 0.003874 0.004017 0.003782 0.003981 222,164 5,056,382
Feb 16, 2019 0.003737 0.003927 0.003691 0.003880 266,976 4,927,598
Feb 15, 2019 0.003594 0.003770 0.003531 0.003735 264,724 4,743,390
Feb 14, 2019 0.003646 0.003712 0.003487 0.003561 265,937 4,522,446
Feb 13, 2019 0.003453 0.003730 0.003449 0.003649 287,869 4,633,847
Feb 12, 2019 0.003600 0.003600 0.003367 0.003451 256,998 4,382,346
Feb 11, 2019 0.003789 0.003789 0.003434 0.003588 313,691 4,557,367
Feb 10, 2019 0.003782 0.003958 0.003595 0.003799 353,774 4,824,373
Feb 09, 2019 0.003990 0.004067 0.003652 0.003701 365,124 4,699,875
Feb 08, 2019 0.003516 0.004041 0.003516 0.003983 333,491 5,057,804
Feb 07, 2019 0.003975 0.004354 0.003452 0.003475 461,532 4,413,706
Feb 06, 2019 0.003921 0.004101 0.003725 0.003964 366,106 5,034,632
Feb 05, 2019 0.003250 0.004693 0.003209 0.003758 403,596 4,773,284
Feb 04, 2019 0.003211 0.003288 0.003105 0.003263 227,852 4,143,802
Feb 03, 2019 0.003317 0.003328 0.003115 0.003198 253,949 4,060,827
Feb 02, 2019 0.003306 0.003341 0.003216 0.003313 263,200 4,207,424
Feb 01, 2019 0.003388 0.003396 0.003182 0.003313 349,519 4,207,063
Jan 31, 2019 0.003687 0.003928 0.003347 0.003373 336,296 4,284,072
Jan 30, 2019 0.003662 0.003719 0.003408 0.003677 329,528 4,669,684
Jan 29, 2019 0.003697 0.003720 0.003364 0.003683 400,461 4,678,041
Jan 28, 2019 0.003715 0.003959 0.003353 0.003650 325,237 4,635,409
Jan 27, 2019 0.003948 0.004115 0.003714 0.003714 271,546 4,716,690
Jan 26, 2019 0.004040 0.004087 0.003933 0.003939 274,147 5,002,394
Jan 25, 2019 0.004140 0.004158 0.003975 0.004029 256,839 5,117,084
Jan 24, 2019 0.004256 0.004279 0.004118 0.004141 284,917 5,258,793
Jan 23, 2019 0.004547 0.004630 0.004240 0.004272 313,470 5,424,831
Jan 22, 2019 0.004580 0.004647 0.004356 0.004644 372,644 5,898,218
Jan 21, 2019 0.004560 0.004640 0.004373 0.004582 342,558 5,818,587
Jan 20, 2019 0.004760 0.004783 0.004477 0.004547 307,152 5,774,644
Jan 19, 2019 0.004647 0.004787 0.004545 0.004767 327,757 6,054,215
Jan 18, 2019 0.004714 0.004802 0.004553 0.004629 308,498 5,878,665
Jan 17, 2019 0.004826 0.004839 0.004610 0.004719 315,250 5,993,166
Jan 16, 2019 0.004763 0.004882 0.004572 0.004834 387,739 6,139,202
Jan 15, 2019 0.005055 0.005109 0.004685 0.004762 317,332 6,047,847
Jan 14, 2019 0.004836 0.005143 0.004619 0.005067 366,680 6,435,145
Jan 13, 2019 0.005177 0.005190 0.004822 0.004868 273,559 6,182,087
Jan 12, 2019 0.005315 0.005365 0.005091 0.005183 377,558 6,582,948
Jan 11, 2019 0.005236 0.005361 0.005099 0.005300 333,164 6,730,452
Jan 10, 2019 0.005869 0.006052 0.005133 0.005245 309,048 6,661,369
Jan 09, 2019 0.005857 0.006075 0.005787 0.005857 412,273 7,438,799
Jan 08, 2019 0.005964 0.006112 0.005815 0.005847 344,402 7,425,334
Jan 07, 2019 0.005700 0.006323 0.005384 0.005957 652,920 7,565,777
Jan 06, 2019 0.006065 0.006149 0.005313 0.005731 642,386 7,278,281
Jan 05, 2019 0.006376 0.006654 0.006037 0.006037 394,495 7,666,480
Jan 04, 2019 0.006456 0.006634 0.006119 0.006387 461,977 8,111,595
Jan 03, 2019 0.006954 0.006990 0.006186 0.006447 449,198 8,187,062
Jan 02, 2019 0.006617 0.007203 0.006370 0.006963 466,100 8,843,208
Jan 01, 2019 0.006457 0.006788 0.006445 0.006609 427,708 8,393,360
Dec 31, 2018 0.006712 0.006828 0.006438 0.006481 411,255 8,230,268
Dec 30, 2018 0.007085 0.007155 0.006561 0.006703 458,202 8,512,829
Dec 29, 2018 0.007688 0.007720 0.006910 0.007103 387,018 9,020,466
Dec 28, 2018 0.006772 0.007719 0.006489 0.007689 297,490 9,765,181
Dec 27, 2018 0.007582 0.007693 0.006599 0.006719 374,938 8,532,501
Dec 26, 2018 0.007384 0.007810 0.007202 0.007615 447,584 9,671,207
Dec 25, 2018 0.007929 0.007932 0.007154 0.007392 508,912 9,388,233
Dec 24, 2018 0.007700 0.008804 0.007700 0.007901 654,124 10,034,205
Dec 23, 2018 0.007099 0.007842 0.007099 0.007715 711,631 9,797,763
Dec 22, 2018 0.006629 0.007133 0.006519 0.007133 675,732 9,058,955
Dec 21, 2018 0.006676 0.007064 0.006553 0.006593 681,675 8,372,823
Dec 20, 2018 0.006008 0.006802 0.005941 0.006707 634,594 8,517,870
Dec 19, 2018 0.006008 0.006336 0.005921 0.006019 596,457 7,644,493
Dec 18, 2018 0.005700 0.005984 0.005532 0.005984 510,197 7,599,105
Dec 17, 2018 0.005262 0.005848 0.005194 0.005698 556,968 7,235,848
Dec 16, 2018 0.005276 0.005447 0.005213 0.005235 561,629 6,648,965
Dec 15, 2018 0.005177 0.005326 0.005053 0.005273 440,208 6,696,771
Dec 14, 2018 0.005207 0.005404 0.005085 0.005174 495,494 6,570,759
Dec 13, 2018 0.005878 0.005955 0.005173 0.005196 648,432 6,599,294
Dec 12, 2018 0.005053 0.005968 0.005021 0.005868 580,931 7,452,077
Dec 11, 2018 0.005169 0.005197 0.004922 0.005057 455,498 6,422,434
Dec 10, 2018 0.004914 0.005201 0.004680 0.005141 531,315 6,528,921
Dec 09, 2018 0.004458 0.004922 0.004375 0.004922 557,759 6,251,391
Dec 08, 2018 0.004397 0.004722 0.004214 0.004489 499,222 5,700,671
Dec 07, 2018 0.004439 0.004544 0.003989 0.004399 435,743 5,587,180
Dec 06, 2018 0.005190 0.005394 0.004448 0.004448 442,719 5,648,611
Dec 05, 2018 0.006024 0.006041 0.005172 0.005183 694,730 6,582,415
Dec 04, 2018 0.005841 0.006223 0.005775 0.006016 1,497,704 7,639,896
Dec 03, 2018 0.006534 0.006555 0.005856 0.005871 1,239,198 7,456,077
Dec 02, 2018 0.006940 0.007116 0.006345 0.006516 1,733,436 8,275,711
Dec 01, 2018 0.006344 0.007154 0.006241 0.006990 1,935,266 8,877,010
Nov 30, 2018 0.007082 0.007173 0.006285 0.006408 1,875,891 8,138,263
Nov 29, 2018 0.007180 0.007424 0.006847 0.007102 1,958,590 9,019,450
Nov 28, 2018 0.006433 0.007381 0.006433 0.007189 2,001,780 9,130,424
Nov 27, 2018 0.006673 0.006751 0.005975 0.006440 2,050,360 8,178,279
Nov 26, 2018 0.006937 0.007109 0.006067 0.006656 1,634,150 8,453,234
Nov 25, 2018 0.007416 0.007482 0.006507 0.006951 1,594,180 8,827,922
Nov 24, 2018 0.008252 0.008523 0.007195 0.007411 1,544,250 9,411,843
Nov 23, 2018 0.008804 0.008821 0.007885 0.008250 1,810,670 10,477,221
Nov 22, 2018 0.009214 0.009750 0.008744 0.008744 2,208,280 11,104,461
Nov 21, 2018 0.008856 0.009707 0.008237 0.009171 2,405,460 11,647,145
Nov 20, 2018 0.010692 0.011127 0.008583 0.008891 2,146,440 11,291,735
Nov 19, 2018 0.015345 0.015400 0.010754 0.010754 3,808,570 13,657,707
Nov 18, 2018 0.015848 0.016076 0.014953 0.015286 5,513,520 19,413,220
Nov 17, 2018 0.016406 0.016460 0.015686 0.015855 5,819,570 20,135,342
Nov 16, 2018 0.016523 0.017470 0.015993 0.016352 3,262,780 -
Nov 15, 2018 0.017119 0.017312 0.015404 0.016589 2,566,080 -
Nov 14, 2018 0.020878 0.021131 0.016186 0.017043 5,595,450 -
Nov 13, 2018 0.021176 0.021528 0.020718 0.020864 4,287,590 -
Nov 12, 2018 0.021134 0.023984 0.020652 0.021172 4,911,350 -
Nov 11, 2018 0.021655 0.021728 0.020427 0.020951 5,513,910 -
Nov 10, 2018 0.020199 0.022665 0.020085 0.021682 5,174,440 -
Nov 09, 2018 0.019320 0.020258 0.019016 0.020208 13,034,900 -
Nov 08, 2018 0.021703 0.021876 0.018397 0.019304 8,282,120 -
Nov 07, 2018 0.023195 0.023476 0.021585 0.021686 3,645,420 -
Nov 06, 2018 0.021429 0.023911 0.020939 0.022995 2,796,100 -
Nov 05, 2018 0.024311 0.024358 0.020699 0.021465 2,137,300 -
Nov 04, 2018 0.022804 0.024280 0.022502 0.024261 1,135,700 -
Nov 03, 2018 0.023620 0.023897 0.022092 0.022908 965,879 -
Nov 02, 2018 0.021926 0.023796 0.021300 0.023565 1,791,030 -
Nov 01, 2018 0.024075 0.027383 0.020888 0.022266 3,168,180 -
Oct 31, 2018 0.021579 0.026725 0.019405 0.023906 4,459,530 -
# DAG prices
Jun 08, 2019 0.003159 0.003832 0.003092 0.003614 180,793 3,743,390
Jun 07, 2019 0.002801 0.003242 0.002754 0.003171 153,001 3,284,488
Jun 06, 2019 0.002644 0.002887 0.002577 0.002802 155,153 2,902,397
Jun 05, 2019 0.002559 0.002736 0.002502 0.002665 204,473 2,760,465
Jun 04, 2019 0.002712 0.002779 0.002442 0.002559 171,953 2,649,932
Jun 03, 2019 0.003128 0.003129 0.002704 0.002727 181,412 2,824,522
Jun 02, 2019 0.002916 0.003138 0.002905 0.003128 174,884 3,240,136
Jun 01, 2019 0.002537 0.003183 0.002529 0.002916 195,631 3,020,580
May 31, 2019 0.002042 0.002848 0.001949 0.002537 180,525 2,627,721
May 30, 2019 0.001931 0.002274 0.001916 0.002042 228,235 2,114,420
May 29, 2019 0.001905 0.001945 0.001850 0.001931 211,018 1,999,799
May 28, 2019 0.001954 0.001967 0.001878 0.001905 137,615 1,972,910
May 27, 2019 0.001910 0.002017 0.001850 0.001949 145,696 2,018,454
May 26, 2019 0.001817 0.001925 0.001746 0.001916 160,067 1,984,443
May 25, 2019 0.001808 0.001876 0.001783 0.001817 153,102 1,881,969
May 24, 2019 0.001914 0.001933 0.001774 0.001808 168,619 1,872,146
May 23, 2019 0.001793 0.001926 0.001737 0.001911 211,521 1,979,663
May 22, 2019 0.001924 0.001963 0.001777 0.001793 272,339 1,857,087
May 21, 2019 0.001952 0.002010 0.001899 0.001924 291,121 1,993,042
May 20, 2019 0.001866 0.002008 0.001752 0.001951 278,429 2,020,363
May 19, 2019 0.001700 0.001906 0.001683 0.001866 281,957 1,932,851
May 18, 2019 0.001848 0.002185 0.001683 0.001699 292,417 1,760,077
May 17, 2019 0.001997 0.002036 0.001720 0.001848 264,589 1,913,618
May 16, 2019 0.002147 0.002198 0.001908 0.001939 155,697 2,008,686
May 15, 2019 0.001906 0.002149 0.001892 0.002143 187,505 2,219,702
May 14, 2019 0.001816 0.001930 0.001779 0.001905 160,690 1,973,408
May 13, 2019 0.002073 0.002116 0.001775 0.001806 144,312 1,870,315
May 12, 2019 0.002145 0.002238 0.001956 0.002073 164,324 2,147,301
May 11, 2019 0.001914 0.002233 0.001839 0.002153 152,198 2,229,390
May 10, 2019 0.001834 0.002006 0.001774 0.001914 128,703 1,982,088
May 09, 2019 0.001806 0.001959 0.001749 0.001833 102,409 1,898,420
May 08, 2019 0.001787 0.001829 0.001739 0.001802 122,530 1,865,917
May 07, 2019 0.001782 0.002069 0.001741 0.001792 129,982 1,855,516
May 06, 2019 0.001716 0.001863 0.001650 0.001773 122,861 1,836,700
May 05, 2019 0.001642 0.001847 0.001633 0.001716 139,808 1,777,728
May 04, 2019 0.001693 0.001831 0.001610 0.001636 149,067 1,694,291
May 03, 2019 0.001595 0.001834 0.001585 0.001693 154,094 1,753,212
May 02, 2019 0.001677 0.001751 0.001577 0.001599 149,335 1,656,220
May 01, 2019 0.001620 0.001721 0.001556 0.001679 151,719 1,739,439
Apr 30, 2019 0.001539 0.001724 0.001510 0.001628 141,376 1,685,845
Apr 29, 2019 0.001580 0.001686 0.001508 0.001542 124,109 1,597,250
Apr 28, 2019 0.001602 0.001722 0.001553 0.001583 130,054 1,639,132
Apr 27, 2019 0.001641 0.001763 0.001589 0.001606 136,738 1,663,322
Apr 26, 2019 0.001572 0.001681 0.001542 0.001638 154,470 1,696,130
Apr 25, 2019 0.001687 0.001771 0.001513 0.001570 160,811 1,625,658
Apr 24, 2019 0.002074 0.002074 0.001636 0.001732 173,681 1,793,469
Apr 23, 2019 0.001730 0.002074 0.001622 0.002064 55,266 2,137,417
Apr 22, 2019 0.001636 0.001891 0.001602 0.001727 132,576 1,788,198
Apr 21, 2019 0.001697 0.001799 0.001604 0.001623 129,039 1,681,419
Apr 20, 2019 0.001696 0.001792 0.001588 0.001700 279,366 1,761,193
Apr 19, 2019 0.001792 0.001969 0.001615 0.001700 143,371 1,760,809
Apr 18, 2019 0.001860 0.002247 0.001573 0.001790 94,736 1,854,396
Apr 17, 2019 0.002097 0.002241 0.001814 0.001863 102,482 1,929,487
Apr 16, 2019 0.001975 0.002213 0.001903 0.002165 92,320 2,242,282
Apr 15, 2019 0.002063 0.002276 0.001906 0.001976 123,558 2,046,941
Apr 14, 2019 0.002223 0.002298 0.001993 0.002063 84,796 2,136,470
Apr 13, 2019 0.002159 0.002378 0.002087 0.002223 91,557 2,302,245
Apr 12, 2019 0.002001 0.002379 0.001895 0.002162 84,657 2,239,342
Apr 11, 2019 0.002591 0.002701 0.001774 0.002022 86,718 2,093,959
Apr 10, 2019 0.002538 0.002763 0.002520 0.002602 217,702 2,694,741
Apr 09, 2019 0.002763 0.002872 0.002535 0.002556 197,729 2,647,411
Apr 08, 2019 0.002995 0.003745 0.002725 0.002763 198,222 2,861,902
Apr 07, 2019 0.002715 0.003293 0.002708 0.003070 141,398 3,179,193
Apr 06, 2019 0.002447 0.003026 0.002405 0.002717 184,001 2,813,517
Apr 05, 2019 0.002316 0.002596 0.002120 0.002451 135,113 2,538,434
Apr 04, 2019 0.002479 0.002543 0.001903 0.002315 100,708 2,398,062
Apr 03, 2019 0.002212 0.002996 0.002124 0.002476 154,254 2,564,090
Apr 02, 2019 0.001863 0.002302 0.001845 0.002207 98,824 2,286,146
Apr 01, 2019 0.001995 0.002088 0.001764 0.001863 99,211 1,929,108
Mar 31, 2019 0.001949 0.002022 0.001791 0.001995 111,741 2,066,548
Mar 30, 2019 0.002014 0.002148 0.001941 0.001949 94,771 2,018,285
Mar 29, 2019 0.001652 0.002280 0.001612 0.002020 132,197 2,092,524
Mar 28, 2019 0.001686 0.001760 0.001616 0.001652 103,252 1,710,515
Mar 27, 2019 0.001581 0.001693 0.001513 0.001693 158,444 1,753,180
Mar 26, 2019 0.001536 0.001705 0.001422 0.001544 106,527 1,598,738
Mar 25, 2019 0.001604 0.001843 0.001410 0.001536 134,548 1,590,835
Mar 24, 2019 0.001359 0.002331 0.001318 0.001590 115,892 1,647,197
Mar 23, 2019 0.001291 0.001468 0.001219 0.001352 105,612 1,400,738
Mar 22, 2019 0.001262 0.001448 0.000984 0.001267 78,053 1,312,341
Mar 21, 2019 0.001471 0.001530 0.000897 0.001247 49,418 1,291,801
Mar 20, 2019 0.001468 0.001529 0.001433 0.001471 40,477 1,523,519
Mar 19, 2019 0.001377 0.001521 0.001354 0.001463 75,359 1,515,380
Mar 18, 2019 0.001349 0.001389 0.001304 0.001378 84,754 1,427,075
Mar 17, 2019 0.001241 0.001380 0.001187 0.001364 110,946 1,412,981
Mar 16, 2019 0.001400 0.001496 0.001205 0.001239 124,807 1,282,850
Mar 15, 2019 0.001378 0.001436 0.001349 0.001405 124,053 1,455,047
Mar 14, 2019 0.001533 0.001533 0.001287 0.001379 130,146 1,427,958
Mar 13, 2019 0.001598 0.001598 0.001488 0.001497 134,727 1,550,523
Mar 12, 2019 0.001255 0.002077 0.001181 0.001582 147,903 1,523,993
Mar 11, 2019 0.001130 0.001447 0.001062 0.001241 63,021 1,195,948
Mar 10, 2019 0.001143 0.001178 0.001056 0.001119 48,521 1,078,607
Mar 09, 2019 0.001108 0.001182 0.001044 0.001101 40,894 1,060,483
Mar 08, 2019 0.001178 0.001283 0.001027 0.001107 45,068 1,066,659
Mar 07, 2019 0.001205 0.001291 0.001168 0.001170 44,074 1,127,281
Mar 06, 2019 0.001187 0.001268 0.001165 0.001207 68,394 1,163,539
Mar 05, 2019 0.001294 0.001394 0.001121 0.001197 134,014 1,153,698
Mar 04, 2019 0.001335 0.001344 0.001254 0.001269 117,353 1,222,445
Mar 03, 2019 0.001342 0.001361 0.001303 0.001335 124,817 1,286,732
Mar 02, 2019 0.001253 0.001356 0.001193 0.001337 137,513 1,288,724
Mar 01, 2019 0.001212 0.001290 0.001211 0.001255 126,022 1,210,491
Feb 28, 2019 0.001213 0.001250 0.001203 0.001222 107,313 1,178,490
Feb 27, 2019 0.001240 0.001261 0.001166 0.001221 117,375 1,177,911
Feb 26, 2019 0.001287 0.001292 0.001176 0.001236 109,647 1,192,104
Feb 25, 2019 0.001258 0.001326 0.001204 0.001245 25,495 1,201,287
Feb 24, 2019 0.001488 0.001526 0.001187 0.001187 25,974 1,145,302
Feb 23, 2019 0.001412 0.001508 0.001388 0.001492 39,593 1,439,416
Feb 22, 2019 0.001483 0.001498 0.001258 0.001407 33,419 1,356,951
Feb 21, 2019 0.001487 0.001489 0.001415 0.001482 61,506 1,429,990
Feb 20, 2019 0.001497 0.001552 0.001455 0.001488 12,468 1,435,717
Feb 19, 2019 0.001621 0.001664 0.001419 0.001497 20,950 1,444,025
Feb 18, 2019 0.001583 0.001652 0.001503 0.001618 33,822 1,561,080
Feb 17, 2019 0.001513 0.001616 0.001443 0.001591 32,117 1,535,353
Feb 16, 2019 0.001483 0.001549 0.001441 0.001510 31,334 1,457,230
Feb 15, 2019 0.001499 0.001531 0.001432 0.001475 30,959 1,422,633
Feb 14, 2019 0.001473 0.001558 0.001411 0.001438 31,265 1,386,963
Feb 13, 2019 0.001454 0.001556 0.001380 0.001466 20,894 1,414,756
Feb 12, 2019 0.001527 0.001745 0.001376 0.001469 33,734 1,417,404
Feb 11, 2019 0.001589 0.001589 0.001438 0.001517 26,951 1,463,409
Feb 10, 2019 0.001590 0.001631 0.001514 0.001567 59,697 1,512,238
Feb 09, 2019 0.001501 0.001621 0.001293 0.001564 51,642 1,508,816
Feb 08, 2019 0.001253 0.001521 0.001138 0.001502 14,234 1,449,301
Feb 07, 2019 0.001272 0.001374 0.001099 0.001163 14,728 1,122,431
Feb 06, 2019 0.001411 0.001411 0.001175 0.001312 11,545 1,265,582
Feb 05, 2019 0.001279 0.001426 0.001151 0.001410 11,114 1,359,834
Feb 04, 2019 0.001263 0.001436 0.001216 0.001280 10,213 1,235,067
Feb 03, 2019 0.001460 0.001563 0.001205 0.001261 13,676 1,216,522
Feb 02, 2019 0.001429 0.001666 0.001254 0.001460 14,338 1,408,669
Feb 01, 2019 0.002075 0.002151 0.001293 0.001504 26,369 1,451,181
Jan 31, 2019 0.001613 0.002182 0.001563 0.002074 14,762 2,000,598
Jan 30, 2019 0.001616 0.001728 0.001442 0.001612 51,908 1,553,134
Jan 29, 2019 0.001470 0.001635 0.001432 0.001617 54,949 1,557,257
Jan 28, 2019 0.001487 0.001543 0.001427 0.001467 55,001 1,413,115
Jan 27, 2019 0.001666 0.001666 0.001434 0.001511 87,686 1,455,045
Jan 26, 2019 0.001448 0.001770 0.001445 0.001663 82,406 1,601,875
Jan 25, 2019 0.001630 0.001909 0.001371 0.001452 84,319 1,397,936
Jan 24, 2019 0.001481 0.001781 0.001322 0.001618 74,322 1,558,291
Jan 23, 2019 0.001349 0.001594 0.001323 0.001471 65,585 1,416,412
Jan 22, 2019 0.001398 0.001441 0.001041 0.001351 113,255 1,293,368
Jan 21, 2019 0.001421 0.001509 0.001379 0.001395 143,869 1,335,013
Jan 20, 2019 0.001446 0.001555 0.001337 0.001436 36,680 1,373,645
Jan 19, 2019 0.001353 0.001630 0.001349 0.001445 28,893 1,383,157
Jan 18, 2019 0.001492 0.001593 0.001335 0.001348 28,333 1,289,633
Jan 17, 2019 0.001637 0.001755 0.001155 0.001494 44,212 1,429,558
Jan 16, 2019 0.001733 0.001876 0.001465 0.001638 32,575 1,567,336
Jan 15, 2019 0.001810 0.002114 0.001538 0.001736 37,397 1,661,555
Jan 14, 2019 0.001922 0.002174 0.001525 0.001812 51,965 1,734,343
Jan 13, 2019 0.001871 0.001952 0.001696 0.001919 28,031 1,836,444
Jan 12, 2019 0.001620 0.001941 0.001616 0.001874 31,975 1,793,363
Jan 11, 2019 0.001876 0.002366 0.001453 0.001677 33,274 1,604,261
Jan 10, 2019 0.002219 0.002282 0.001828 0.001881 32,262 1,799,701
Jan 09, 2019 0.001935 0.002237 0.001859 0.002032 37,762 1,944,863
Jan 08, 2019 0.002349 0.002397 0.001876 0.001934 49,911 1,229,218
Jan 07, 2019 0.002517 0.002544 0.002259 0.002443 62,293 1,553,329
Jan 06, 2019 0.002509 0.002553 0.002240 0.002533 57,389 1,610,240
Jan 05, 2019 0.002492 0.002630 0.002373 0.002511 42,025 1,596,256
Jan 04, 2019 0.002430 0.002577 0.002343 0.002456 47,762 1,561,118
Jan 03, 2019 0.002500 0.002744 0.002178 0.002411 52,233 1,532,583
Jan 02, 2019 0.002214 0.002643 0.002027 0.002507 52,054 1,593,674
Jan 01, 2019 0.001987 0.002414 0.001942 0.002207 47,443 1,402,849
Dec 31, 2018 0.002030 0.002321 0.001890 0.001986 43,222 1,262,260
Dec 30, 2018 0.002306 0.002482 0.001867 0.002023 44,119 1,286,102
Dec 29, 2018 0.002260 0.002543 0.002046 0.002334 52,019 1,484,020
Dec 28, 2018 0.002094 0.002459 0.001831 0.002230 46,950 1,417,396
Dec 27, 2018 0.002261 0.002321 0.001842 0.001861 39,430 1,183,205
Dec 26, 2018 0.002342 0.002479 0.001988 0.002260 54,303 1,436,547
Dec 25, 2018 0.002194 0.002473 0.001998 0.002346 46,790 1,491,705
Dec 24, 2018 0.002337 0.002877 0.002180 0.002180 42,934 1,385,867
Dec 23, 2018 0.002298 0.002484 0.002041 0.002341 36,022 1,488,011
Dec 22, 2018 0.001928 0.002296 0.001851 0.002291 33,467 1,456,747
Dec 21, 2018 0.002036 0.002349 0.001863 0.001930 28,032 1,227,074
Dec 20, 2018 0.001798 0.002317 0.001701 0.002045 35,505 1,300,325
Dec 19, 2018 0.001891 0.002035 0.001731 0.001800 29,613 1,144,165
Dec 18, 2018 0.001771 0.001886 0.001673 0.001882 36,602 1,196,588
Dec 17, 2018 0.001581 0.001896 0.001499 0.001772 44,193 1,126,368
Dec 16, 2018 0.001495 0.001696 0.001474 0.001633 32,801 1,038,411
Dec 15, 2018 0.001462 0.001639 0.001456 0.001486 24,118 944,587
Dec 14, 2018 0.001592 0.001667 0.001462 0.001462 40,460 929,436
Dec 13, 2018 0.001676 0.001928 0.001556 0.001589 54,093 1,009,939
Dec 12, 2018 0.001689 0.001783 0.001612 0.001676 27,604 1,065,293
Dec 11, 2018 0.001883 0.001906 0.001604 0.001690 52,280 1,074,478
Dec 10, 2018 0.002012 0.002043 0.001855 0.001871 61,159 1,189,750
Dec 09, 2018 0.001921 0.002074 0.001866 0.001998 60,489 1,269,951
Dec 08, 2018 0.001885 0.001975 0.001799 0.001945 60,268 1,236,248
Dec 07, 2018 0.002002 0.002002 0.001750 0.001922 63,667 1,221,787
Dec 06, 2018 0.002027 0.002206 0.001968 0.001987 62,602 1,262,891
Dec 05, 2018 0.002892 0.003169 0.001936 0.002132 55,463 1,355,200
Dec 04, 2018 0.001898 0.002877 0.001897 0.001915 21,027 1,217,478
Dec 03, 2018 0.002275 0.002536 0.001803 0.002336 44,615 1,485,265
Dec 02, 2018 0.002614 0.002795 0.002272 0.002272 64,970 1,444,666
Dec 01, 2018 0.002746 0.002914 0.002503 0.002624 76,127 1,668,309
Nov 30, 2018 0.002983 0.003263 0.002681 0.002838 60,220 1,804,295
Nov 29, 2018 0.002876 0.003223 0.002770 0.002976 66,016 1,891,661
Nov 28, 2018 0.002579 0.002976 0.002518 0.002919 48,354 1,855,989
Nov 27, 2018 0.002482 0.002585 0.002401 0.002556 41,800 1,625,065
Nov 26, 2018 0.002692 0.002731 0.002409 0.002487 41,304 1,581,148
Nov 25, 2018 0.002574 0.002817 0.002342 0.002694 65,551 1,712,720
Nov 24, 2018 0.002821 0.002966 0.002503 0.002595 40,108 1,649,470
Nov 23, 2018 0.002632 0.003101 0.002506 0.002830 44,383 1,798,836
Nov 22, 2018 0.002621 0.002760 0.002377 0.002644 41,688 1,680,927
Nov 21, 2018 0.002644 0.002755 0.002045 0.002623 53,665 1,667,729
Nov 20, 2018 0.002851 0.002996 0.002571 0.002637 60,129 1,676,381
Nov 19, 2018 0.003578 0.003578 0.002790 0.002842 73,429 1,807,063
Nov 18, 2018 0.003656 0.003779 0.003542 0.003564 23,139 2,265,802
Nov 17, 2018 0.003491 0.003668 0.003399 0.003635 22,702 2,311,143
Nov 16, 2018 0.003514 0.003625 0.003404 0.003489 18,470 2,218,389
Nov 15, 2018 0.003282 0.004753 0.003213 0.003507 23,878 2,229,623
Nov 14, 2018 0.003760 0.004288 0.003093 0.003265 36,855 2,075,483
Nov 13, 2018 0.004578 0.004592 0.002747 0.003764 29,871 2,392,854
Nov 12, 2018 0.004751 0.004961 0.004488 0.004560 39,174 2,899,134
Nov 11, 2018 0.004944 0.005079 0.004702 0.004761 32,292 3,026,802
Nov 10, 2018 0.004907 0.004998 0.004649 0.004945 36,736 3,143,650
Nov 09, 2018 0.004870 0.005009 0.004535 0.004903 57,882 3,116,879
Nov 08, 2018 0.006054 0.007301 0.004873 0.004873 46,482 3,097,877
Nov 07, 2018 0.005693 0.006147 0.005671 0.006098 77,052 3,876,677
Nov 06, 2018 0.006244 0.006317 0.005656 0.005719 82,367 3,658,315
Nov 05, 2018 0.006564 0.006616 0.006200 0.006267 69,687 3,984,364
Nov 04, 2018 0.006354 0.006570 0.006273 0.006570 66,696 4,176,744
Nov 03, 2018 0.006395 0.006433 0.006283 0.006342 59,396 4,031,593
Nov 02, 2018 0.006617 0.006676 0.006297 0.006427 59,124 4,085,548
Nov 01, 2018 0.006817 0.007272 0.006437 0.006620 48,290 4,208,251
Oct 31, 2018 0.007034 0.007078 0.006609 0.006665 113,790 4,237,482
"""
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