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VALUES ARE MEASURE PER UNIT LOCAL CURRENCIES
FIND
1 POSSIBILITIES OF ARBITRAGE DURING ANY GIVEN MONTH
2 DRAW GRAPHS TO SHOW VARIATION IN CROSS EXCHNAGE RATE OF ANY THREE COUNTRIE
3 DRAW GRAPH TO SHOW ALL THESE CURRENCIES'EXCHANGE RATES AND MENTION IMPOR
4 IN WHICH PAIRS OF COUNTRIES FUTURE/SWAB/OPTIONS ARE BETTER AS HEDGING STRETE
NGE RATES AND MENTION IMPORTANT CHANGES AND HIGH / LOW VOLATILITY PATTERNS
1 Possibilities For Arbitrage
Example
a. Sell USD to buy Japanese Currency 10,000,000.00
$
USD/JPY Bid x 0.00799936
79,993.60
JPY
b. Sell JPY to buy KUD 79,993.60
JPY
0.002484
JPY
JPY/KWD Bid x 0.002484
KWD 198.67
c. Sell KWD to buy USD KWD 198.67
KWD/USD Bid x 3.22
61.6812
12,254.18
$
Arbitrage Profit 12,254.18
$
- 10,000,000.00
$
(9,987,745.82)
$
In general, arbitrage involves simultaneously buying and selling equivalent financial instruments
assured. In triangular arbitrage, a base currency is exchanged for second currency, and then the
prior to converting back to the base currency.
In the given data I am using USD as a base currency.
Suppose I have the abiliity to make a leveraged trade with $10,000,000/-.
In the instant case, I am taking the example of three currencies, including USD, Japanese Yen (
order to check the possibility of triangular arbitrage in the first month of 1993 as per given data.
In the above example, it is evidant that there is a possibility of arbitrage in the above mentioned
alent financial instruments in different markets such that a profit is
cond currency, and then the second currency exchanged for a third
00/-.
ding USD, Japanese Yen (JPY) & KUWAITIAN DINAR (KWD) in
of 1993 as per given data. .
ge in the above mentioned currencies in the first month of 1993.
PERIOD US/JAPAN US/KUWAIT JAPAN/KUWAIT US/KENYA US/AUSTRALIAKENYA/AUSTRALIAN
1993M01 0.00799936 3.220912742 402.6463019 0.027603721 0.673977071 24.41616736
1993M02 0.008267196 3.258846955 394.1901276 0.027354842 0.681236035 24.90367322
1993M03 0.008541898 3.282595351 384.2934378 0.023190718 0.707328632 30.50050574
1993M04 0.008893237 3.322711731 373.6223206 0.019275436 0.711779235 36.9267508
1993M05 0.009057733 3.325330372 367.1261165 0.016087361 0.697870796 43.38006741
1993M06 0.009316192 3.322546134 356.642102 0.015587833 0.677474646 43.46175994
1993M07 0.009282465 3.31693661 357.333581 0.01530613 0.677470056 44.2613544
1993M08 0.009642272 3.322777975 344.6053038 0.015285542 0.678541137 44.39104326
1993M09 0.00949803 3.339839452 351.6349633 0.015198423 0.652111537 42.90652633
1993M10 0.009352875 3.347280559 357.8878566 0.014711594 0.661629461 44.97333633
1993M11 0.009276222 3.348831951 361.0124899 0.014496619 0.672802627 46.41100167
1993M12 0.00911585 3.35311616 367.8336237 0.014617126 0.672802627 46.02837881
1994M01 0.008967806 3.353348015 373.9318036 0.014721578 0.695603784 47.25062604
1994M02 0.009415262 3.366302564 357.5367795 0.014835607 0.716081032 48.26772838
1994M03 0.009511252 3.361025495 353.3736159 0.015140229 0.711672858 47.00542295
1994M04 0.009659364 3.361436624 347.9977351 0.015929299 0.716481217 44.97882798
1994M05 0.009640413 3.361556175 348.694222 0.017227864 0.724039562 42.02723837
1994M06 0.009734815 3.368471771 346.0231974 0.017801703 0.73330449 41.19293974
1994M07 0.01015253 3.375349344 332.4638771 0.017867129 0.734926654 41.13288944
1994M08 0.010015241 3.357525198 335.2415716 0.018007668 0.740444563 41.11829342
1994M09 0.010120741 3.362321815 332.220898 0.019356924 0.74142175 38.30266319
1994M10 0.010160381 3.36715007 331.3999943 0.023594755 0.738219857 31.28745543
1994M11 0.010208613 3.455496659 338.4883584 0.022989034 0.753835136 32.79107459
1994M12 0.009987665 3.334422689 333.8540701 0.022131483 0.773933906 34.96981658
1995M01 0.010025539 3.343902406 333.5384149 0.022482924 0.765790602 34.06098756
1995M02 0.010178842 3.351288644 329.2406503 0.022485502 0.745289769 33.14534641
1995M03 0.011014594 3.385283785 307.3453109 0.022656009 0.735732311 32.47404704
1995M04 0.011952072 3.42696569 286.7256518 0.022734713 0.736062654 32.37615746
1995M05 0.011751297 3.376028503 287.2898637 0.019272762 0.727833821 37.76489512
1995M06 0.011830184 3.346298455 282.8610691 0.018649514 0.719564232 38.58353781
1995M07 0.011465072 3.33503409 290.8864424 0.017670467 0.72684455 41.13329602
1995M08 0.010576658 3.310104345 312.9631498 0.017953515 0.741185452 41.28358497
1995M09 0.009951487 3.32751019 334.3731803 0.018039959 0.754181939 41.80619033
1995M10 0.009934949 3.335577065 335.7417423 0.018013247 0.758029427 42.08177621
1995M11 0.009811857 3.334408124 339.8345733 0.018006338 0.745867892 41.42251924
1995M12 0.009821736 3.338829492 339.9428913 0.017920794 0.7415757 41.3807398
1996M01 0.0094486 3.341575664 353.6583002 0.017632175 0.741982875 42.08118777
1996M02 0.009458456 3.347773396 353.9450162 0.017154277 0.755520969 44.04271716
1996M03 0.009450292 3.346041487 354.0675367 0.017119623 0.771426367 45.06094268
1996M04 0.0093055 3.336767646 358.5801627 0.017130944 0.786843969 45.93115115
1996M05 0.009394434 3.333622358 354.8507989 0.017171332 0.796971508 46.41291094
1996M06 0.00918628 3.33628027 363.1807642 0.017245512 0.79152749 45.89759217
1996M07 0.009147167 3.338880327 365.0179498 0.017448962 0.789272212 45.23319048
1996M08 0.009280586 3.342328654 360.1419955 0.017546415 0.782974992 44.62307584
1996M09 0.00911201 3.336399484 366.1540622 0.017721824 0.792933378 44.74332747
1996M10 0.008899891 3.335496959 374.7795403 0.017903212 0.791834602 44.22863432
1996M11 0.00890813 3.347750981 375.8084819 0.017977948 0.796140312 44.28426986
1996M12 0.00879007 3.336180207 379.5396739 0.018131906 0.797804442 44.00003191
1997M01 0.008473291 3.322822139 392.152491 0.018268778 0.779058897 42.64428171
1997M02 0.008129525 3.299752849 405.8973843 0.018204955 0.7670241 42.13271051
1997M03 0.008153847 3.295729065 404.1931231 0.018218387 0.788823942 43.29823067
1997M04 0.007967613 3.291985989 413.1709067 0.018389993 0.778973936 42.35857728
1997M05 0.008403967 3.302760778 393.0002279 0.018604893 0.775265916 41.67000031
1997M06 0.008756203 3.306747087 377.6462244 0.01843821 0.753437559 40.86283669
1997M07 0.008683743 3.304365066 380.5231471 0.017433904 0.742522795 42.59073629
1997M08 0.008481694 3.279501733 386.6564355 0.014898778 0.741223909 49.75065228
1997M09 0.008281916 3.283137984 396.4225287 0.015682289 0.723657073 46.14486167
1997M10 0.008260429 3.290772673 398.3779452 0.015965489 0.721240534 45.17497295
1997M11 0.007982509 3.298882009 413.2637819 0.015641937 0.69540062 44.45744844
1997M12 0.007729075 3.282455277 424.68925 0.015860126 0.662089422 41.74553255
1998M01 0.007724834 3.273172424 423.720746 0.016349433 0.654356048 40.0231642
1998M02 0.00793641 3.278559532 413.1036156 0.016524228 0.673346262 40.74903038
1998M03 0.00777053 3.275442507 421.5211181 0.016631989 0.669900051 40.27780755
1998M04 0.007594771 3.275004842 431.2183811 0.01677523 0.652971674 38.92475154
1998M05 0.00740758 3.270506896 441.5081615 0.015973548 0.631241399 39.51792094
1998M06 0.007114031 3.26281988 458.6457157 0.016523654 0.603132671 36.50116706
1998M07 0.007105622 3.261142509 458.9524558 0.016853005 0.618176873 36.68051383
1998M08 0.006913 3.257413874 471.2011974 0.016842389 0.590287411 35.04772474
1998M09 0.007429779 3.287332593 442.4536322 0.016664334 0.588886533 35.33813865
1998M10 0.008244147 3.316716583 402.311652 0.016702633 0.617920943 36.99542121
1998M11 0.008293141 3.305861623 398.6259847 0.016770195 0.634171708 37.8154053
1998M12 0.008501774 3.313200121 389.7069143 0.016223232 0.618379475 38.11691082
1999M01 0.008835401 3.313298919 375.0026506 0.016180628 0.630799412 38.98485451
1999M02 0.008571763 3.297000389 384.6350221 0.015992324 0.639934471 40.01510245
1999M03 0.008348862 3.283317464 393.2652921 0.015622242 0.630036353 40.32944601
1999M04 0.00834688 3.276776177 392.5749563 0.015232107 0.641827926 42.1365168
1999M05 0.008189077 3.271544758 399.501024 0.014530829 0.662133261 45.56748131
1999M06 0.008271174 3.265039589 394.7492286 0.013586107 0.655918351 48.27860788
1999M07 0.008343366 3.261323315 390.8881888 0.013680171 0.657773568 48.08226116
1999M08 0.008817988 3.282218254 372.2184841 0.013438313 0.645302841 48.01963011
1999M09 0.009296143 3.290003981 353.9106632 0.013213408 0.648765076 49.09899506
1999M10 0.009436366 3.302651699 349.9919085 0.013232554 0.651495508 49.23429733
1999M11 0.009527802 3.290231303 345.3295167 0.01337104 0.639537486 47.83004931
1999M12 0.009738995 3.287278561 337.5377626 0.013523857 0.640430369 47.35559896
2000M01 0.009509081 3.285820371 345.5455119 0.014148154 0.657635144 46.48204656
2000M02 0.009148334 3.266756829 357.087621 0.013657601 0.629120741 46.06378026
2000M03 0.009371472 3.263814093 348.271223 0.013435334 0.609614845 45.37399871
2000M04 0.009480111 3.263196366 344.2150055 0.013447494 0.597839408 44.45731128
2000M05 0.009250009 3.249982125 351.3490676 0.013163108 0.578379035 43.93939744
2000M06 0.009413537 3.265050249 346.846288 0.012895671 0.593686735 46.03767536
2000M07 0.009268098 3.260004955 351.7447547 0.013087943 0.588706259 44.98080818
2000M08 0.009253001 3.249158468 351.1464331 0.013080804 0.581337891 44.44206096
2000M09 0.009367506 3.246163035 346.5343963 0.012788296 0.55365774 43.29409745
2000M10 0.009228092 3.256109275 352.8475001 0.012617246 0.527612606 41.81678125
2000M11 0.009183369 3.249285157 353.822784 0.012681182 0.522266847 41.18439676
2000M12 0.008912202 3.264666514 366.3142242 0.012701122 0.547546172 43.11006226
2001M01 0.008540055 3.271523352 383.0798775 0.01272174 0.555660514 43.67802807
2001M02 0.008617913 3.264922327 378.8530001 0.012779504 0.53490238 41.85627173
2001M03 0.008255982 3.252159434 393.9155024 0.012861323 0.504823589 39.25129613
2001M04 0.008075751 3.253482039 402.8705472 0.012903309 0.500981925 38.82584866
2001M05 0.008201427 3.250954155 396.3888401 0.012732398 0.519955908 40.837233
2001M06 0.008186433 3.246995717 396.6313394 0.012719394 0.518113239 40.73411465
2001M07 0.008022521 3.251704706 405.3220326 0.01265528 0.510131206 40.30975167
2001M08 0.008223184 3.270581771 397.726913 0.012672044 0.524785625 41.41286459
2001M09 0.008405109 3.278559532 390.0674728 0.012666894 0.506254778 39.96676437
2001M10 0.00824529 3.27549894 397.2569662 0.012663595 0.504851624 39.86637587
2001M11 0.008176073 3.260408855 398.7744123 0.012664753 0.516846615 40.80984696
2001M12 0.007851856 3.252138281 414.1871931 0.01270866 0.514096527 40.45245635
2002M01 0.007537798 3.252099995 431.4390003 0.012723148 0.516705075 40.61141712
2002M02 0.007489603 3.250000081 433.9348758 0.01277952 0.513044147 40.14580715
2002M03 0.007622213 3.254200929 426.936518 0.012811282 0.524680994 40.9546046
2002M04 0.007629372 3.260500278 427.3615314 0.012775651 0.53537203 41.90565674
2002M05 0.00790612 3.27740013 414.5396285 0.012768979 0.549734478 43.05234572
2002M06 0.008090779 3.294345848 407.172911 0.012712473 0.569586366 44.80531538
2002M07 0.008469864 3.320399271 392.0250982 0.012690806 0.554357527 43.68182095
2002M08 0.008402945 3.313118891 394.2806954 0.012689212 0.542093565 42.72082181
2002M09 0.008307948 3.312285964 398.6888316 0.012689212 0.547013035 43.10851098
2002M10 0.008073424 3.308366196 409.7847577 0.012606525 0.549661958 43.60138515
2002M11 0.008159935 3.31944698 406.7982274 0.012568261 0.561129441 44.64654456
2002M12 0.008178487 3.325640019 406.6326565 0.012573255 0.563177221 44.79168075
2003M01 0.008427813 3.343998459 396.7812677 0.012867115 0.582292486 45.25431624
2003M02 0.00838419 3.341198515 398.5117968 0.013013886 0.59407117 45.64902275
2003M03 0.00843622 3.336224728 395.4644025 0.013057791 0.602199232 46.11800295
2003M04 0.008347976 3.334567123 399.4461951 0.013217652 0.610012749 46.15136856
2003M05 0.008527711 3.349797588 392.8132103 0.013965037 0.646993744 46.32953979
2003M06 0.008455638 3.342190137 395.2617436 0.013564417 0.664345885 48.97710664
2003M07 0.00842518 3.334355869 395.7607666 0.01337841 0.661953557 49.47924114
2003M08 0.008415619 3.336999996 396.5245973 0.013164789 0.651003522 49.45035773
2003M09 0.008681309 3.361600019 387.2227062 0.012836278 0.661415031 51.52700888
2003M10 0.00912579 3.401395252 372.7233611 0.01286488 0.693654449 53.91845398
2003M11 0.009157835 3.393407966 370.5469495 0.013031438 0.715804242 54.92902801
2003M12 0.009264792 3.393281303 366.2555141 0.013154537 0.738427003 56.1347777
2004M01 0.009388613 3.393281303 361.4251781 0.013107105 0.768940938 58.66596437
2004M02 0.009385404 3.393281303 361.5487615 0.01309077 0.777713832 59.40932634
2004M03 0.00920615 3.393281303 368.5885307 0.01294299 0.749782563 57.92962541
2004M04 0.009323636 3.393281303 363.9439769 0.012835339 0.74580114 58.1052922
2004M05 0.00888717 3.393281303 381.8179844 0.012619491 0.705447465 55.90142077
2004M06 0.009135188 3.393281303 371.4517136 0.012614986 0.694169669 55.02738499
2004M07 0.009143793 3.393281303 371.1021717 0.012501485 0.716388827 57.30430048
2004M08 0.009061665 3.393281303 374.4655582 0.012372298 0.70989451 57.37774003
2004M09 0.009090207 3.393281303 373.2897862 0.012388426 0.701350802 56.61339057
2004M10 0.009180713 3.393281303 369.6097727 0.012315028 0.732820847 59.50622531
2004M11 0.009533161 3.393281303 355.9450288 0.012314597 0.768881815 62.43661942
2004M12 0.009630554 3.393281303 352.3454021 0.012535344 0.767754319 61.24716936
2005M01 0.009620565 3.424657534 355.9726027 0.012822765 0.765679196 59.71248746
2005M02 0.009534611 3.424657534 359.1816781 0.012997461 0.780743736 60.06894358
2005M03 0.009495528 3.424657534 360.6600342 0.013368482 0.784775358 58.70340163
2005M04 0.009314499 3.424657534 367.6695205 0.013132593 0.772678102 58.83667425
2005M05 0.009353432 3.424657534 366.1391438 0.013089588 0.766183716 58.53383084
2005M06 0.009205406 3.424657534 372.0267808 0.013041096 0.766630124 58.78571264
2005M07 0.008933756 3.424657534 383.3390411 0.013117567 0.752445448 57.36166111
2005M08 0.00903165 3.424657534 379.1840411 0.013191124 0.761226183 57.70745482
2005M09 0.009004345 3.424657534 380.3339041 0.013494669 0.765280743 56.70985556
2005M10 0.008709512 3.424657534 393.2089041 0.013566949 0.754284335 55.59719558
2005M11 0.008445447 3.424657534 405.5034247 0.01338014 0.754284335 56.37342518
2005M12 0.008428962 3.424657534 406.2964726 0.013678637 0.741900303 54.23788168
2006M01 0.0086616 3.424657534 395.3839384 0.013847665 0.74912 54.09720533
2006M02 0.008482807 3.424657534 403.7174658 0.013926887 0.741636198 53.25211593
2006M03 0.00852429 3.424657534 401.7528082 0.013834804 0.727749072 52.60277487
2006M04 0.008539309 3.424657534 401.0462329 0.014024551 0.73505 52.41165929
2006M05 0.008959962 3.446674941 384.6751871 0.013934563 0.763323817 54.77917042
2006M06 0.008731059 3.458532199 396.1182818 0.013623 0.740461011 54.35373954
2006M07 0.008645135 3.458532199 400.0553365 0.013576454 0.751433359 55.34827684
2006M08 0.008629585 3.458532199 400.7761984 0.013723088 0.762956916 55.59659305
2006M09 0.008546388 3.458532199 404.6776648 0.013723801 0.756624245 55.13226432
2006M10 0.008427609 3.458532199 410.3811994 0.013833351 0.75359086 54.47637907
2006M11 0.008521735 3.458532199 405.8483779 0.014058945 0.772141147 54.92169748
2006M12 0.008537522 3.458532199 405.0978765 0.014362294 0.786120261 54.73500565
2007M01 0.008293358 3.458532199 417.0243481 0.014310246 0.784037007 54.78850602
2007M02 0.008302454 3.458532199 416.567476 0.014363689 0.782282858 54.46253256
2007M03 0.008526915 3.458532199 405.6018192 0.014432097 0.791740562 54.85970357
2007M04 0.008412552 3.458532199 411.1157225 0.014581511 0.82515059 56.58882746
2007M05 0.008282978 3.463876445 418.1921405 0.014883167 0.825416216 55.45971556
2007M06 0.008155403 3.471498993 425.6686107 0.015021782 0.841892575 56.04478868
2007M07 0.008224457 3.492341992 424.6288688 0.014909796 0.867520886 58.18462579
2007M08 0.008567193 3.549066915 414.2625287 0.01493652 0.829462508 55.53251493
2007M09 0.008694518 3.561707654 409.6498058 0.014920919 0.845208513 56.64587454
2007M10 0.008639954 3.587505722 415.2227913 0.014961101 0.899078445 60.09440324
2007M11 0.008991997 3.628369349 403.5109553 0.015269507 0.898222418 58.82458614
2007M12 0.008909083 3.64919154 409.6035044 0.015797788 0.872714579 55.24283283
2008M01 0.009288773 3.661599379 394.1962185 0.014688602 0.881655396 60.02309937
2008M02 0.009331492 3.658274706 392.0353506 0.014184397 0.9130669 64.37121648
2008M03 0.009921619 3.720073404 374.9461984 0.015403574 0.924983813 60.04994913
2008M04 0.00975714 3.762903938 385.6564409 0.016061677 0.93059614 57.93891567
2008M05 0.009602597 3.75597999 391.1421222 0.016155089 0.949018715 58.74425844
2008M06 0.00935412 3.768962593 402.9200415 0.015678896 0.950796292 60.6417875
2008M07 0.009362261 3.76973835 402.6525387 0.014992504 0.962528756 64.20066799
2008M08 0.009150845 3.746554575 409.4216856 0.014775414 0.911194941 61.66967361
2008M09 0.009367857 3.743916136 399.6555597 0.014003641 0.820512821 58.59282051
2008M10 0.009966747 3.736850956 374.9318585 0.013044613 0.693389914 53.1552708
2008M11 0.010343795 3.688320674 356.5732698 0.012790995 0.655681811 51.26120396
2008M12 0.010950324 3.631897063 331.6702877 0.012813942 0.669751991 52.26744536
2009M01 0.011051895 3.518060845 318.3219553 0.012666244 0.677836364 53.51518091
2009M02 0.010810564 3.444185595 318.5944347 0.012573871 0.649015 51.61616295
2009M03 0.010187034 3.42703181 336.4111506 0.012459507 0.664590909 53.34006636
2009M04 0.01010067 3.431655997 339.7453826 0.012558081 0.712095455 56.70416105
2009M05 0.010383737 3.454885415 332.7208205 0.012843565 0.762561905 59.3730699
2009M06 0.01036084 3.47587068 335.4815583 0.012845215 0.802336364 62.46188591
2009M07 0.010582469 3.480149229 328.8598651 0.013029316 0.803640797 61.67943115
2009M08 0.010544286 3.481701396 330.1979286 0.013094147 0.834119048 63.70167167
2009M09 0.010929779 3.488831726 319.204232 0.013227513 0.861109091 65.09984727
2009M10 0.01107554 3.495805558 315.6329545 0.013290803 0.9072 68.257728
2009M11 0.011211953 3.503644316 312.4918805 0.013379716 0.920217171 68.77703138
2009M12 0.01116558 3.498644275 313.3419133 0.013257325 0.900921739 67.95652678
2010M01 0.010969856 3.48830111 317.9896921 0.013194353 0.913585714 69.24066129
2010M02 0.011076196 3.471687004 313.4367479 0.013032712 0.88627 68.0034971
2010M03 0.011047563 3.468308333 313.9432932 0.012995452 0.912009339 70.17911863
2010M04 0.010709264 3.471247139 324.1349912 0.012944984 0.92533474 71.48210865
2010M05 0.010897365 3.447681434 316.3775211 0.012732366 0.871435798 68.44256759
2010M06 0.010998511 3.429690488 311.8322607 0.012342631 0.852514919 69.07075874
2010M07 0.011401599 3.46309912 303.7380346 0.012280486 0.87427872 71.19251617
2010M08 0.011699519 3.478997812 297.3624674 0.012431626 0.900009 72.39672397
2010M09 0.011850405 3.491460412 294.6279343 0.012359412 0.935803856 75.71588995
2010M10 0.012214934 3.545920737 290.293893 0.012390038 0.980488283 79.13520933
2010M11 0.012124739 3.562240535 293.7993504 0.012428536 0.990197049 79.67125458
2010M12 0.011986743 3.556345855 296.6899311 0.012411568 0.992063492 79.93055556
2011M01 0.012104911 3.568369969 294.7869683 0.012341108 0.99522293 80.64291401
2011M02 0.012121535 3.587401048 295.9526941 0.012274457 1.008572869 82.16843167
2011M03 0.012225895 3.603863342 294.7729566 0.011875074 1.00999899 85.05201495
2011M04 0.011998032 3.621351488 301.8287825 0.011920372 1.058537102 88.80067746
2011M05 0.012306602 3.634439366 295.3243664 0.01170549 1.068832835 91.31038906
2011M06 0.01242054 3.645991706 293.545355 0.011229646 1.060263636 94.41647682
2011M07 0.012594876 3.652968037 290.036049 0.011123471 1.076557143 96.78248714
2011M08 0.012949867 3.671971074 283.5527993 0.010777023 1.050530518 97.47872676
2011M09 0.013014479 3.637124126 279.467525 0.01037775 1.023855841 98.65874885
2011M10 0.013025582 3.632851 278.9012369 0.009874593 1.011828571 102.4678794
2011M11 0.01289002 3.6245752 281.1923693 0.010674637 1.010203051 94.6358218
2011M12 0.012843796 3.603233542 280.542719 0.011539349 1.012145749 87.71255061
2012M01 0.012990674 3.590693927 276.4055143 0.011582117 1.038313778 89.64801163
2012M02 0.012756404 3.60338805 282.476796 0.012022121 1.072557143 89.21530314
2012M03 0.012130805 3.59435284 296.2996206 0.012062726 1.054296257 87.40115973
2012M04 0.01227152 3.597505346 293.1589119 0.012020676 1.034171429 86.03272114
2012M05 0.012544612 3.584928387 285.7743589 0.01185115 0.999465487 84.33489783
2012M06 0.012606934 3.570422477 283.2110115 0.011793844 0.998 84.62042
2012M07 0.012660952 3.55808575 281.0282868 0.011884954 1.029263636 86.60224236
2012M08 0.012712169 3.548483822 279.1407084 0.011893435 1.046847826 88.01896522
2012M09 0.012792995 3.557483237 278.0805591 0.011818934 1.039465 87.94913365
2012M10 0.012663255 3.559447218 281.084693 0.011749501 1.02996087 87.65996961
2012M11 0.012377463 3.547923578 286.6438417 0.01167815 1.041022727 89.14277614
2012M12 0.011964903 3.555584632 297.1678623 0.011626555 1.046233333 89.986529
2013M01 0.011215792 3.551136364 316.6193182 0.01150748 1.04953913 91.20495043
2013M02 0.010733517 3.546099291 330.3762805 0.011435106 1.03192 90.241404
2013M03 0.010549812 3.516174402 333.2926197 0.011652296 1.03331 88.6786642
2013M04 0.010235467 3.513703443 343.2870696 0.011877895 1.038295455 87.41409432
2013M05 0.009892958 3.50262697 354.0525394 0.011883541 0.991982609 83.47533652
2013M06 0.010274207 3.517411185 342.3535389 0.011697275 0.94359 80.6675091
2013M07 0.01002501 3.505082369 349.6338111 0.011512779 0.917217391 79.66950261
2013M08 0.010217636 3.521812522 344.6797915 0.011429878 0.904232713 79.11132009
2013M09 0.010072635 3.523636731 349.8227395 0.011440339 0.927785714 81.09774929
2013M10 0.010222709 3.543255891 346.606353 0.011721955 0.95189172 81.20588266
2013M11 0.010021212 3.533049559 352.5571271 0.011614402 0.933095238 80.3395
2013M12 0.009670097 3.541540499 366.2362949 0.011586143 0.898259091 77.52874214
2014M01 0.009621398 3.53839763 367.7633576 0.011599582 0.886195652 76.39892717
2014M02 0.00978894 3.54351328 361.9915364 0.011590172 0.89661 77.3595108
2014M03 0.0097778 3.554291807 363.5063089 0.01156203 0.907109524 78.45590271
2014M04 0.009750028 3.554639249 364.5773428 0.011531365 0.931339242 80.76573904
2014M05 0.009824148 3.555081545 361.8717504 0.011440339 0.930918182 81.37155827
2014M06 0.009798889 3.546757076 361.9550043 0.011414222 0.936652381 82.0601151
2014M07 0.009729519 3.543784521 364.2301731 0.011393415 0.9392 82.433584
2014M08 0.009712779 3.524939653 362.9177154 0.01134945 0.930342857 81.97250914
2014M09 0.009324513 3.488989969 374.1739747 0.011256191 0.906177273 80.50478891
2014M10 0.009254001 3.462603878 374.1736968 0.011206993 0.87843913 78.38312361
2014M11 0.008604947 3.439860066 399.7537825 0.011116052 0.865035 77.8185486
2014M12 0.008381342 3.423766417 408.4985811 0.011057054 0.824326087 74.5520513
2015M01 0.00845253 3.400172797 402.2668876 0.010945709 0.8061 73.645296
2015M02 0.008434311 3.386132163 401.4711164 0.010930156 0.778985 71.26933765
2015M03 0.008306557 3.346526456 402.877672 0.010901559 0.773113636 70.91771386
2015M04 0.008364734 3.318648315 396.7428257 0.010702055 0.772581818 72.19004509
2015M05 0.008285731 3.312277187 399.7567853 0.01037452 0.790228571 76.170132
2015M06 0.008080778 3.309739305 409.5817434 0.010235415 0.772222727 75.44616045
2015M07 0.008114029 3.304365066 407.2409653 0.009881423 0.742313043 75.12208
2015M08 0.008114656 3.306555743 407.4794606 0.009762765 0.729304059 74.70261473
2015M09 0.008313589 3.310999538 398.2635794 0.009499383 0.705914673 74.31163764
2015M10 0.008329037 3.309355946 397.3275785 0.009729519 0.720227273 74.02495909
2015M11 0.008161071 3.291836443 403.3584012 0.009787609 0.715471429 73.09971586
2015M12 0.008201831 3.294128808 401.6333608 0.009785693 0.724886957 74.07619809
2016M01 0.008452649 3.295802927 389.9136273 0.009774216 0.7029 71.913699
2016M02 0.008688614 3.335139867 383.8517794 0.009810654 0.712795238 72.65521862
2016M03 0.008844043 3.321251727 375.5354424 0.009853188 0.748395652 75.95467474
2016M04 0.009093783 3.315787292 364.6213391 0.009878495 0.766120928 77.55442159
2016M05 0.009169078 3.31645039 361.6994494 0.009927529 0.732231818 73.75771105
2016M06 0.009479408 3.3183 350.0535003 0.009886307 0.739704545 74.82111477
2016M07 0.009618062 3.3095 344.0921987 0.009868746 0.752590476 76.25999295
2016M08 0.009874681 3.3168 335.8893207 0.00986096 0.762491304 77.32424317
2016M09 0.009809287 3.316167744 338.0641026 0.009874593 0.759477273 76.91226341
2016M10 0.009632287 3.305670382 343.1864349 0.00986972 0.761672633 77.17267119
2016M11 0.009291569 3.293794623 354.4928164 0.00982801 0.753568182 76.6755625
2016M12 0.008628165 3.273215279 379.3640143 0.009791442 0.734718182 75.03676791
2017M01 0.008714597 3.27355066 375.6399382 0.009638554 0.744718182 77.26451136
2017M02 0.008843955 3.277704139 370.6151823 0.009648784 0.766704876 79.46129335
2017M03 0.008848419 3.277054295 370.3548016 0.009722897 0.762352174 78.40792109
2017M04 0.009085788 3.280726878 361.0833616 0.009678162 0.75399 77.90631835
2017M05 0.008908101 3.289087433 369.2242997 0.009684123 0.743352174 76.75988351
2017M06 0.009016652 3.296348305 365.5845055 0.009662704 0.755781818 78.21638941
2017M07 0.008897297 3.302717145 371.2045479 0.009626761 0.779304762 80.95191868
2017M08 0.009097977 3.313858889 364.2412935 0.009656639 0.791795652 81.99495302
2017M09 0.009031534 3.31807021 367.3872118 0.00969744 0.79722381 82.20971924
2017M10 0.008852952 3.31005263 373.8925116 0.00967229 0.77905 80.54452163
2017M11 0.00884997 3.307742433 373.7574857 0.009655192 0.7625 78.97305291
2017M12 0.008853514 3.312272799 374.1195565 0.009699762 0.764504762 78.81685439
2018M01 0.009027353 3.325520998 368.3827411 0.009716474 0.794319048 81.74972173
2018M02 0.009267793 3.335495228 359.9017882 0.009861914 0.78797 79.90031122
2018M03 0.00943392 3.336670003 353.6886092 0.009883304 0.776571429 78.57407238
2018M04 0.009300472 3.333280424 358.399073 0.009939273 0.769763158 77.4466291
2018M05 0.009115646 3.313609467 363.507929 0.009934147 0.752691304 75.76808304
2018M06 0.009088824 3.307875663 363.9498074 0.009900672 0.749395 75.69132725
2018M07 0.00897517 3.304665361 368.2008576 0.009933234 0.740568182 74.55458884
2018M08 0.009004283 3.300723409 366.5726014 0.009939095 0.732577273 73.70663435
2018M09 0.008932841 3.303782831 369.8468276 0.009917303 0.720295 72.63012599
2018M10 0.008867213 3.296448077 371.7569319 0.009893582 0.710281818 71.79218318
2018M11 0.008819625 3.291639236 373.2175774 0.009769764 0.724627273 74.17039561
2018M12 0.008883142 3.292053564 370.5956143 0.009775954 0.718626316 73.50958381
2019M01 0.009180957 3.299733664 359.4106571 0.009844027 0.714409524 72.57289458
2019M02 0.009062258 3.295627478 363.6651686 0.009976685 0.7144 71.60695131
2019M03 0.008992321 3.29416932 366.3313934 0.009963964 0.708080952 71.06418489
2019M04 0.008955453 3.287980084 367.1483818 0.009894557 0.711526316 71.91088146
2019M05 0.009103046 3.290272544 361.4474066 0.009886242 0.694891304 70.28872045
2019M06 0.009254375 3.295741284 356.127916 0.009833919 0.694891304 70.6627031
2019M07 0.009238688 3.292967046 356.4323211 0.009693946 0.698704348 72.07635748
2019M08 0.00940974 3.291895872 349.8391797 0.009680737 0.67717619 69.95089417
2019M09 0.009303864 3.2917205 353.8014343 0.009633894 0.680804762 70.66766036
2019M10 0.009248697 3.29315682 356.0670926 0.009646296 0.679586364 70.45049956
2019M11 0.00919174 3.294289898 358.3967789 0.009766817 0.682928571 69.92335408
2019M12 0.009161306 3.296716235 359.8521931 0.009852113 0.68769 69.80126953
2020M01 0.009150409 3.295513394 360.149314 0.009892068 0.687033333 69.45295283
2020M02 0.009093097 3.283128822 361.057264 0.009921144 0.667355 67.26593359
2020M03 0.009320285 3.255249089 349.2649755 0.009639467 0.622922727 64.62211316
2020M04 0.009265265 3.236736965 349.3410206 0.00939746 0.629785 67.01651182
2020M05 0.00932038 3.238229614 347.4353698 0.009374206 0.650957143 69.44130788
2020M06 0.009297569 3.249566724 349.507149 0.009398202 0.689204762 73.33368421
2020M07 0.009372302 3.257573859 347.5745582 0.009322563 0.702847826 75.39212725
2020M08 0.00943027 3.271501947 346.9149737 0.009247403 0.71992 77.85104916
2020M09 0.009461583 3.269977519 345.6057406 0.009224423 0.723786364 78.46413148
2020M10 0.009503682 3.269699942 344.0456129 0.009204867 0.712738095 77.43056896
2020M11 0.009576116 3.272585957 341.7446011 0.726471429 #DIV/0!
US/JORDAN US/BHUTAN KUWAIT/BHUTAN
1.451294555 0.038167939 2.15332927 0.002484
1.446298921 0.038167939 2.123051112
1.446905792 0.031989763 2.045592002
1.458406254 0.031941738 2.048958698
1.458214853 0.031922772 2.08951981
1.444794406 0.031844091 2.132617679
1.434802571 0.03187759 2.117883379
1.440175125 0.031874542 2.122458091
1.448225923 0.031877112 2.220825489
1.440361819 0.03187759 2.17699166
1.427042455 0.03187759 2.121041741
1.42411598 0.031877153 2.116692063
1.41719339 0.03187759 2.037357218
1.424744971 0.03187759 1.989642104
1.427062819 0.031874938 2.00522305
1.42069671 0.031877031 1.982880605
1.429837856 0.03187759 1.974806257
1.439345961 0.031877133 1.962821694
1.446863922 0.031877112 1.968718802
1.437029373 0.031876665 1.940765649
1.435214421 0.031877133 1.935759803
1.439014563 0.031877112 1.949303517
1.434802571 0.031856356 1.903337351
1.421989648 0.031859218 1.837352824
1.429715201 0.031874034 1.866979298
1.431045092 0.031869574 1.920119063
1.457725948 0.031596016 1.981326531
1.457725948 0.031832728 1.980437318
1.445086705 0.031830823 1.985462428
1.441171384 0.031845288 2.002839108
1.435750179 0.031868884 1.975319454
1.410755601 0.031655587 1.903377349
1.401266745 0.030063886 1.857995628
1.40559991 0.028934348 1.854281457
1.410437236 0.028779339 1.89100141
1.410437236 0.02861015 1.901946403
1.410437236 0.027959366 1.90090268
1.410437236 0.027314158 1.866840621
1.410437236 0.029031588 1.828349788
1.410437236 0.029206034 1.792524683
1.410437236 0.028581228 1.769746121
1.410437236 0.028580019 1.781918195
1.410437236 0.028154287 1.787009873
1.410437236 0.028017561 1.801382228
1.410437236 0.027986902 1.778758815
1.410437236 0.028056393 1.78122708
0
100
200
300
400
500
600
1993M01
1994M08
1996M03
1997M10
1999M05
2000M12
2002M07
Variation in Cross Exchange Rates
KUWAIT/BHUTAN
KENYA/AUSTRALIAN
JAPAN/KUWAIT
1.410437236 0.027982736 1.771593794
1.410437236 0.027903086 1.767898449
1.410437236 0.0278766 1.810437236
1.410437236 0.027864079 1.838843441
1.410437236 0.027875862 1.788025388
1.410437236 0.027918105 1.810634697
1.410437236 0.027922938 1.819294781
1.410437236 0.027924786 1.872002821
1.410437236 0.027982916 1.899520451
1.410437236 0.027834994 1.902849083
1.410437236 0.02746103 1.949040903
1.410437236 0.027601778 1.955571227
1.410437236 0.026915995 2.028236953
1.410437236 0.025495031 2.130282087
1.410437236 0.025408118 2.155458392
1.410437236 0.025698359 2.094668547
1.410437236 0.025313835 2.105444288
1.410437236 0.025217952 2.160028209
1.410437236 0.024769698 2.23438646
1.410437236 0.023669911 2.338519041
1.410437236 0.023523633 2.281607898
1.410437236 0.023388366 2.389407616
1.410437236 0.023517841 2.395091678
1.410437236 0.023615539 2.282552891
1.410437236 0.023597628 2.224062059
1.410437236 0.023499509 2.280860367
1.410437236 0.023524984 2.235952045
1.410437236 0.023549293 2.20403385
1.410437236 0.023564526 2.238660085
1.410437236 0.023404952 2.197531735
1.410437236 0.023380355 2.130141044
1.410437236 0.02318181 2.150324401
1.410437236 0.02310196 2.14425952
1.410437236 0.023009182 2.185698166
1.410437236 0.022968346 2.17403385
1.410437236 0.023012841 2.164922426
1.410437236 0.023042595 2.205401975
1.410437236 0.022996552 2.202327221
1.410437236 0.022961111 2.14471086
1.410437236 0.022929017 2.241918195
1.410437236 0.022941794 2.313653032
1.410437236 0.022915282 2.35922426
1.410437236 0.022742546 2.438603667
1.410437236 0.022375895 2.375726375
1.410437236 0.022332345 2.395825106
1.410437236 0.021885755 2.426191819
1.410437236 0.021791715 2.547489422
1.410437236 0.0215732 2.673244006
1.410437236 0.021375619 2.700606488
1.410437236 0.021390132 2.575923836
1.410437236 0.021486893 2.538307475
1.410437236 0.021496644 2.636812412
1.410437236 0.021449791 2.793921016
1.410437236 0.021373915 2.815345557
1.410437236 0.021314113 2.712609309
1.410437236 0.021274215 2.7222567
1.410437236 0.021212588 2.764851904
1.410437236 0.021219565 2.68764457
1.410437236 0.020988121 2.786022567
1.410437236 0.020824448 2.793765867
1.41064 0.020834475 2.729320378
1.410636197 0.020869394 2.743913105
1.410441214 0.020688638 2.7296833
1.410437236 0.020537465 2.749153738
1.410437236 0.020517265 2.688180536
1.410437236 0.020441746 2.634499295
1.410437236 0.020408163 2.565669958
1.410437236 0.020424374 2.476248237
1.410437236 0.020506969 2.544273625
1.410437236 0.020581807 2.601833568
1.410437236 0.02064234 2.578434415
1.410437236 0.020674211 2.566008463
1.410437236 0.020671835 2.513568406
1.410437236 0.020773825 2.504428773
1.410437236 0.02086376 2.422214386
1.410437236 0.020948643 2.374188999
1.410437236 0.020986848 2.342143865
1.410437236 0.021107066 2.312143865
1.410437236 0.021239016 2.179985896
1.410437236 0.021405255 2.123046544
1.410437236 0.021631177 2.130719323
1.410437236 0.02177084 2.166558533
1.410437236 0.021811678 2.132454161
1.410437236 0.022032741 2.033342736
1.410437236 0.0219674 1.970423131
1.410437236 0.021935597 1.910056417
1.410437236 0.021999441 1.83425952
1.410437236 0.022089538 1.813568406
1.410437236 0.022213337 1.88112835
1.410437236 0.022762917 1.891170663
1.410437236 0.022099057 1.999351199
1.410437236 0.021974738 2.031833568
1.410437236 0.021719488 1.968815233
1.410437236 0.021579163 1.986826516
1.410437236 0.021694327 2.011029619
1.410437236 0.021842359 1.924668547
1.410437236 0.022160616 1.834400564
1.410437236 0.022737815 1.837094499
1.410437236 0.022854792 1.842073343
1.410437236 0.022893878 1.806530324
1.410437236 0.022888271 1.797249647
1.410437236 0.022861741 1.82538787
1.410437236 0.022994373 1.840860367
1.410437236 0.02294441 1.839788434
1.410437236 0.022969444 1.874471086
1.410437236 0.022922899 1.852849083
1.410437236 0.022771263 1.84303244
1.410437236 0.022312464 1.869901269
1.410437236 0.021869157 1.869901269
1.410437236 0.021910077 1.901114245
1.410437236 0.022524044 1.882792124
1.410437236 0.022558647 1.901791255
1.410437236 0.022481509 1.938081805
1.410437236 0.022247386 1.918831693
1.410437236 0.022022891 1.847757405
1.410437236 0.02171265 1.904809591
1.410437236 0.021525652 1.876995769
1.410437236 0.021488278 1.84864598
1.410437236 0.021683461 1.864118477
1.410437236 0.021993683 1.871622003
1.410437236 0.022296196 1.826657264
1.410437236 0.022403893 1.794174894
1.410437236 0.022556815 1.798942172
1.410437236 0.022645799 1.802976023
1.410437236 0.022713851 1.781438646
1.410437236 0.023725806 1.709308886
1.410437236 0.024520983 1.708758815
1.410437236 0.024525673 1.675317348
1.410437236 0.024743962 1.625825106
1.410437236 0.024497075 1.700423131
1.410437236 0.024789291 1.668744711
1.410437236 0.025309151 1.568758815
1.410440021 0.025357284 1.570256979
1.410440021 0.025355291 1.616152698
1.410440021 0.025397664 1.599763385
1.410437236 0.02516825 1.544724965
1.410437236 0.024779401 1.524823695
1.410437236 0.024986008 1.515627645
1.408450704 0.023738872 1.484112676
1.408450704 0.023353464 1.481338028
1.408450704 0.02334376 1.46328169
1.408450704 0.023289719 1.54571831
1.408450704 0.021947392 1.716549296
1.408450704 0.020552661 2.031253521
1.408450704 0.020406789 2.148070423
1.408450704 0.020561536 2.102943662
1.408450704 0.02047762 2.077862416
1.408450704 0.020299993 2.170135828
1.408450704 0.019520308 2.119274707
1.408450704 0.019975271 1.977895934
1.408450704 0.020604113 1.846998513
1.408450704 0.020933027 1.755436707
1.408450704 0.020627786 1.752587362
1.408450704 0.020688942 1.688548785
1.408450704 0.020644544 1.63562401
1.408450704 0.021403627 1.552525027
1.408450704 0.021473512 1.53056338
1.408450704 0.021445421 1.563344121
1.408450704 0.021758145 1.541673301
1.408450704 0.021585265 1.589189191
1.408450704 0.021979713 1.544338028
1.408450704 0.022472163 1.522098592
1.408450704 0.02182858 1.616241503
1.408450704 0.021475567 1.652112676
1.408450704 0.021350915 1.610985915
1.408450704 0.021474389 1.564929577
1.408450704 0.021711283 1.505070423
1.408450704 0.022516488 1.436478873
1.408450704 0.022214077 1.422394366
1.408450704 0.022143931 1.41971831
1.408450704 0.0220291 1.415211268
1.408450704 0.022008592 1.396478873
1.408450704 0.022227409 1.394507042
1.408450704 0.022538716 1.33056338
1.408450704 0.022269334 1.317746479
1.408450704 0.022295649 1.328396689
1.408450704 0.02251446 1.308291635
1.408450704 0.022085537 1.340704225
1.408450704 0.020991645 1.375633803
1.408450704 0.020301724 1.391985504
1.408450704 0.019668275 1.394225352
1.408450704 0.018987041 1.391549296
1.408450704 0.019475676 1.356478873
1.408450704 0.020340293 1.313170784
1.408450704 0.019871629 1.335915493
1.408450704 0.019303939 1.361912218
1.408450704 0.01835755 1.409203941
1.408450704 0.017847518 1.411273251
1.408450704 0.018019706 1.368406164
1.408450704 0.017998625 1.345420671
1.408450704 0.018313174 1.354976555
1.408450704 0.01885942 1.36747982
1.408450704 0.018256237 1.352949045
1.408450704 0.018298998 1.346210888
1.408450704 0.01841051 1.341970645
1.408450704 0.018596451 1.364883619
1.408450704 0.018380799 1.363047589
1.408450704 0.018390568 1.356502812
1.408450704 0.018178249 1.41983407
1.408450704 0.017124079 1.492651156
1.408450704 0.01672929 1.535569122
1.408450704 0.015820571 1.557619718
1.408450704 0.015685758 1.518077593
1.408450704 0.016229656 1.479633318
1.408450704 0.015966024 1.509439387
1.408450704 0.016152401 1.567978235
1.408450704 0.016109285 1.589322517
1.408450704 0.016063225 1.570862141
1.408450704 0.016389681 1.552679877
1.408450704 0.01656819 1.512285364
1.408450704 0.016861985 1.51296938
1.408450704 0.016741809 1.50370696
1.408450704 0.016650405 1.499628092
1.408450704 0.016421656 1.513905001
1.408450704 0.016429831 1.554277233
1.408450704 0.016302044 1.603356061
1.408450704 0.016206352 1.628200829
1.408450704 0.015935506 1.708608676
1.408450704 0.016070471 1.74724067
1.408450704 0.016119254 1.808058826
1.408450704 0.016012852 1.821790016
1.408450704 0.015935452 1.823044073
1.408450704 0.015673901 1.782333309
1.408450704 0.015659074 1.823891805
1.408450704 0.015714628 1.897381053
1.408450704 0.015367515 1.931225649
1.408450704 0.015101677 1.99521381
1.408450704 0.015370899 1.955564247
1.408450704 0.015124682 1.968563171
1.408450704 0.015016026 1.942993582
1.408450704 0.014869373 2.003771097
1.408450704 0.014654663 1.975954144
1.408450704 0.014920507 1.88196003
1.408450704 0.015044487 1.83841826
1.408450704 0.014946179 1.923503827
1.408450704 0.014859534 1.904071988
1.408450704 0.014879264 1.871470273
1.408450704 0.014938831 1.84716953
1.408450704 0.014984028 1.854500134
1.408450704 0.014981792 1.84915493
1.408450704 0.014787286 1.869042163
1.408450704 0.014727447 1.916994487
1.408450704 0.014688523 1.89125328
1.408450704 0.014908584 1.83701806
1.408450704 0.015179884 1.847506641
1.408450704 0.015502172 1.867996531
1.408450704 0.015521964 1.894728708
1.408450704 0.015517591 1.863567858
1.408450704 0.015514488 1.807316948
1.408450704 0.015632722 1.778805807
1.408450704 0.015518083 1.76669423
1.408450704 0.015365401 1.80790797
1.408450704 0.015417202 1.847148465
1.408450704 0.015566063 1.842304685
1.408450704 0.015714154 1.773154891
1.408450704 0.015534261 1.78744204
1.408450704 0.015379568 1.813678243
1.408450704 0.015235461 1.829719557
1.408450704 0.014806181 1.871219577
1.408450704 0.014750771 1.879450362
1.408450704 0.014557448 1.901851496
1.408450704 0.014378867 1.922596778
1.408450704 0.013847484 1.955380371
1.408450704 0.013580996 1.982946301
1.408450704 0.013917063 1.94368989
1.408450704 0.014138058 1.959920856
1.408450704 0.014137699 1.971489261
1.408450704 0.014040651 1.971515543
1.408450704 0.014392911 1.989109719
1.408450704 0.014403534 1.979478022
1.408450704 0.014332166 2.026864771
1.408450704 0.014401157 2.026864771
1.408450704 0.01453313 2.015803549
1.408450704 0.014055664 2.079888106
1.408450704 0.014018627 2.068802663
1.408450704 0.014076686 2.072511721
1.408450704 0.013995469 2.062368984
1.408450704 0.014046403 2.048089552
1.408450704 0.014022535 2.050047117
1.408450704 0.013988261 2.110496968
1.408450704 0.013449772 2.261035988
1.408450704 0.013117078 2.236399254
1.408450704 0.013217045 2.163661187
1.408450704 0.013205358 2.043588179
1.408450704 0.013334508 2.003919841
1.408450704 0.013391914 1.956398911
1.408450704 0.013608823 1.945948107
1.408450704 0.013613201 1.976112563
1.408450704 0.013464797 1.938755812
2000M12
2002M07
2004M02
2005M09
2007M04
2008M11
2010M06
2012M01
2013M08
2015M03
2016M10
2018M05
2019M12
Period
n Cross Exchange Rates
PERIOD JAPAN JORDAN KENYA KUWAIT BHUTAN BRAZIL
1993M01 0.00799936 1.451294555 0.027603721 3.220912742 0.038167939 164.3617011
1993M02 0.008267196 1.446298921 0.027354842 3.258846955 0.038167939 129.3210134
1993M03 0.008541898 1.446905792 0.023190718 3.282595351 0.031989763 102.8420694
1993M04 0.008893237 1.458406254 0.019275436 3.322711731 0.031941738 80.43413312
1993M05 0.009057733 1.458214853 0.016087361 3.325330372 0.031922772 62.38565949
1993M06 0.009316192 1.444794406 0.015587833 3.322546134 0.031844091 48.03479963
1993M07 0.009282465 1.434802571 0.01530613 3.31693661 0.03187759 36.81166275
1993M08 0.009642272 1.440175125 0.015285542 3.322777975 0.031874542 27.92819079
1993M09 0.00949803 1.448225923 0.015198423 3.339839452 0.031877112 20.78243807
1993M10 0.009352875 1.440361819 0.014711594 3.347280559 0.03187759 15.28040011
1993M11 0.009276222 1.427042455 0.014496619 3.348831951 0.03187759 11.22821807
1993M12 0.00911585 1.42411598 0.014617126 3.35311616 0.031877153 8.270946923
1994M01 0.008967806 1.41719339 0.014721578 3.353348015 0.03187759 5.912263189
1994M02 0.009415262 1.424744971 0.014835607 3.366302564 0.03187759 4.195259875
1994M03 0.009511252 1.427062819 0.015140229 3.361025495 0.031874938 3.008356124
1994M04 0.009659364 1.42069671 0.015929299 3.361436624 0.031877031 2.082600468
1994M05 0.009640413 1.429837856 0.017227864 3.361556175 0.03187759 1.45746764
1994M06 0.009734815 1.439345961 0.017801703 3.368471771 0.031877133 1.19760479
1994M07 0.01015253 1.446863922 0.017867129 3.375349344 0.031877112 1.071811361
1994M08 0.010015241 1.437029373 0.018007668 3.357525198 0.031876665 1.112347052
1994M09 0.010120741 1.435214421 0.019356924 3.362321815 0.031877133 1.156069364
1994M10 0.010160381 1.439014563 0.023594755 3.36715007 0.031877112 1.182033097
1994M11 0.010208613 1.434802571 0.022989034 3.455496659 0.031856356 1.187648456
1994M12 0.009987665 1.421989648 0.022131483 3.334422689 0.031859218 1.176470588
1995M01 0.010025539 1.429715201 0.022482924 3.343902406 0.031874034 1.180637544
1995M02 0.010178842 1.431045092 0.022485502 3.351288644 0.031869574 1.189060642
1995M03 0.011014594 1.457725948 0.022656009 3.385283785 0.031596016 1.124859393
1995M04 0.011952072 1.457725948 0.022734713 3.42696569 0.031832728 1.101321586
1995M05 0.011751297 1.445086705 0.019272762 3.376028503 0.031830823 1.114827202
1995M06 0.011830184 1.441171384 0.018649514 3.346298455 0.031845288 1.094091904
1995M07 0.011465072 1.435750179 0.017670467 3.33503409 0.031868884 1.076426265
1995M08 0.010576658 1.410755601 0.017953515 3.310104345 0.031655587 1.061571125
1995M09 0.009951487 1.401266745 0.018039959 3.32751019 0.030063886 1.049317943
1995M10 0.009934949 1.40559991 0.018013247 3.335577065 0.028934348 1.041666667
1995M11 0.009811857 1.410437236 0.018006338 3.334408124 0.028779339 1.037344398
1995M12 0.009821736 1.410437236 0.017920794 3.338829492 0.02861015 1.033057851
1996M01 0.0094486 1.410437236 0.017632175 3.341575664 0.027959366 1.025641026
1996M02 0.009458456 1.410437236 0.017154277 3.347773396 0.027314158 1.019367992
1996M03 0.009450292 1.410437236 0.017119623 3.346041487 0.029031588 1.014095933
1996M04 0.0093055 1.410437236 0.017130944 3.336767646 0.029206034 1.009896991
1996M05 0.009394434 1.410437236 0.017171332 3.333622358 0.028581228 1.004722194
1996M06 0.00918628 1.410437236 0.017245512 3.33628027 0.028580019 0.998701688
1996M07 0.009147167 1.410437236 0.017448962 3.338880327 0.028154287 0.993147284
1996M08 0.009280586 1.410437236 0.017546415 3.342328654 0.028017561 0.986777186
1996M09 0.00911201 1.410437236 0.017721824 3.336399484 0.027986902 0.981065437
1996M10 0.008899891 1.410437236 0.017903212 3.335496959 0.028056393 0.975609756
1996M11 0.00890813 1.410437236 0.017977948 3.347750981 0.027982736 0.970496894
1996M12 0.00879007 1.410437236 0.018131906 3.336180207 0.027903086 0.964041261
1997M01 0.008473291 1.410437236 0.018268778 3.322822139 0.0278766 0.958864704
1997M02 0.008129525 1.410437236 0.018204955 3.299752849 0.027864079 0.953016297
1997M03 0.008153847 1.410437236 0.018218387 3.295729065 0.027875862 0.946342387
1997M04 0.007967613 1.410437236 0.018389993 3.291985989 0.027918105 0.942595909
1997M05 0.008403967 1.410437236 0.018604893 3.302760778 0.027922938 0.936066648
1997M06 0.008756203 1.410437236 0.01843821 3.306747087 0.027924786 0.93057882
1997M07 0.008683743 1.410437236 0.017433904 3.304365066 0.027982916 0.925326177
1997M08 0.008481694 1.410437236 0.014898778 3.279501733 0.027834994 0.919202133
1997M09 0.008281916 1.410437236 0.015682289 3.283137984 0.02746103 0.914411119
1997M10 0.008260429 1.410437236 0.015965489 3.290772673 0.027601778 0.909008272
1997M11 0.007982509 1.410437236 0.015641937 3.298882009 0.026915995 0.903097625
1997M12 0.007729075 1.410437236 0.015860126 3.282455277 0.025495031 0.897988506
1998M01 0.007724834 1.410437236 0.016349433 3.273172424 0.025408118 0.892936869
1998M02 0.00793641 1.410437236 0.016524228 3.278559532 0.025698359 0.887232721
1998M03 0.00777053 1.410437236 0.016631989 3.275442507 0.025313835 0.882067566
1998M04 0.007594771 1.410437236 0.01677523 3.275004842 0.025217952 0.876270592
1998M05 0.00740758 1.410437236 0.015973548 3.270506896 0.024769698 0.871004268
1998M06 0.007114031 1.410437236 0.016523654 3.26281988 0.023669911 0.866100814
1998M07 0.007105622 1.410437236 0.016853005 3.261142509 0.023523633 0.860955661
1998M08 0.006913 1.410437236 0.016842389 3.257413874 0.023388366 0.853460783
1998M09 0.007429779 1.410437236 0.016664334 3.287332593 0.023517841 0.846811754
1998M10 0.008244147 1.410437236 0.016702633 3.316716583 0.023615539 0.841467519
1998M11 0.008293141 1.410437236 0.016770195 3.305861623 0.023597628 0.837731423
1998M12 0.008501774 1.410437236 0.016223232 3.313200121 0.023499509 0.829600133
1999M01 0.008835401 1.410437236 0.016180628 3.313298919 0.023524984 0.666171479
1999M02 0.008571763 1.410437236 0.015992324 3.297000389 0.023549293 0.522771035
1999M03 0.008348862 1.410437236 0.015622242 3.283317464 0.023564526 0.52742616
1999M04 0.00834688 1.410437236 0.015232107 3.276776177 0.023404952 0.59057382
1999M05 0.008189077 1.410437236 0.014530829 3.271544758 0.023380355 0.594277952
1999M06 0.008271174 1.410437236 0.013586107 3.265039589 0.02318181 0.566694552
1999M07 0.008343366 1.410437236 0.013680171 3.261323315 0.02310196 0.555705708
1999M08 0.008817988 1.410437236 0.013438313 3.282218254 0.023009182 0.531929041
1999M09 0.009296143 1.410437236 0.013213408 3.290003981 0.022968346 0.527064776
1999M10 0.009436366 1.410437236 0.013232554 3.302651699 0.023012841 0.507946828
1999M11 0.009527802 1.410437236 0.01337104 3.290231303 0.023042595 0.518379132
1999M12 0.009738995 1.410437236 0.013523857 3.287278561 0.022996552 0.542879195
2000M01 0.009509081 1.410437236 0.014148154 3.285820371 0.022961111 0.554654609
2000M02 0.009148334 1.410437236 0.013657601 3.266756829 0.022929017 0.56354205
2000M03 0.009371472 1.410437236 0.013435334 3.263814093 0.022941794 0.574305569
2000M04 0.009480111 1.410437236 0.013447494 3.263196366 0.022915282 0.565812984
2000M05 0.009250009 1.410437236 0.013163108 3.249982125 0.022742546 0.547305887
2000M06 0.009413537 1.410437236 0.012895671 3.265050249 0.022375895 0.553241601
2000M07 0.009268098 1.410437236 0.013087943 3.260004955 0.022332345 0.556475654
2000M08 0.009253001 1.410437236 0.013080804 3.249158468 0.021885755 0.55296304
2000M09 0.009367506 1.410437236 0.012788296 3.246163035 0.021791715 0.543954221
2000M10 0.009228092 1.410437236 0.012617246 3.256109275 0.0215732 0.532243839
2000M11 0.009183369 1.410437236 0.012681182 3.249285157 0.021375619 0.513555292
2000M12 0.008912202 1.410437236 0.012701122 3.264666514 0.021390132 0.50955414
2001M01 0.008540055 1.410437236 0.01272174 3.271523352 0.021486893 0.51184693
2001M02 0.008617913 1.410437236 0.012779504 3.264922327 0.021496644 0.49973625
2001M03 0.008255982 1.410437236 0.012861323 3.252159434 0.021449791 0.478869867
2001M04 0.008075751 1.410437236 0.012903309 3.253482039 0.021373915 0.456276193
2001M05 0.008201427 1.410437236 0.012732398 3.250954155 0.021314113 0.435458171
2001M06 0.008186433 1.410437236 0.012719394 3.246995717 0.021274215 0.421048199
2001M07 0.008022521 1.410437236 0.01265528 3.251704706 0.021212588 0.405642861
2001M08 0.008223184 1.410437236 0.012672044 3.270581771 0.021219565 0.398433291
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2001M11 0.008176073 1.41064 0.012664753 3.260408855 0.020834475 0.393350024
2001M12 0.007851856 1.410636197 0.01270866 3.252138281 0.020869394 0.42338795
2002M01 0.007537798 1.410441214 0.012723148 3.252099995 0.020688638 0.420680661
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2002M03 0.007622213 1.410437236 0.012811282 3.254200929 0.020517265 0.426285624
2002M04 0.007629372 1.410437236 0.012775651 3.260500278 0.020441746 0.431108812
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2002M06 0.008090779 1.410437236 0.012712473 3.294345848 0.020424374 0.368571876
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2002M08 0.008402945 1.410437236 0.012689212 3.313118891 0.020581807 0.321614857
2002M09 0.008307948 1.410437236 0.012689212 3.312285964 0.02064234 0.299289828
2002M10 0.008073424 1.410437236 0.012606525 3.308366196 0.020674211 0.262803081
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2002M12 0.008178487 1.410437236 0.012573255 3.325640019 0.020773825 0.27585301
2003M01 0.008427813 1.410437236 0.012867115 3.343998459 0.02086376 0.290904475
2003M02 0.00838419 1.410437236 0.013013886 3.341198515 0.020948643 0.278555024
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2003M07 0.00842518 1.410437236 0.01337841 3.334355869 0.021631177 0.347342827
2003M08 0.008415619 1.410437236 0.013164789 3.336999996 0.02177084 0.333144551
2003M09 0.008681309 1.410437236 0.012836278 3.361600019 0.021811678 0.342231348
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2003M12 0.009264792 1.410437236 0.013154537 3.393281303 0.021935597 0.341944108
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2004M04 0.009323636 1.410437236 0.012835339 3.393281303 0.022762917 0.344212159
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2004M08 0.009061665 1.410437236 0.012372298 3.393281303 0.021579163 0.333100163
2004M09 0.009090207 1.410437236 0.012388426 3.393281303 0.021694327 0.345979146
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2004M12 0.009630554 1.410437236 0.012535344 3.393281303 0.022737815 0.368004122
2005M01 0.009620565 1.410437236 0.012822765 3.424657534 0.022854792 0.371443429
2005M02 0.009534611 1.410437236 0.012997461 3.424657534 0.022893878 0.385059684
2005M03 0.009495528 1.410437236 0.013368482 3.424657534 0.022888271 0.369836163
2005M04 0.009314499 1.410437236 0.013132593 3.424657534 0.022861741 0.387837419
2005M05 0.009353432 1.410437236 0.013089588 3.424657534 0.022994373 0.407830343
2005M06 0.009205406 1.410437236 0.013041096 3.424657534 0.02294441 0.414473412
2005M07 0.008933756 1.410437236 0.013117567 3.424657534 0.022969444 0.421460783
2005M08 0.00903165 1.410437236 0.013191124 3.424657534 0.022922899 0.423759261
2005M09 0.009004345 1.410437236 0.013494669 3.424657534 0.022771263 0.435995814
2005M10 0.008709512 1.410437236 0.013566949 3.424657534 0.022312464 0.443331191
2005M11 0.008445447 1.410437236 0.01338014 3.424657534 0.021869157 0.452488688
2005M12 0.008428962 1.410437236 0.013678637 3.424657534 0.021910077 0.437694227
2006M01 0.0086616 1.410437236 0.013847665 3.424657534 0.022524044 0.439927852
2006M02 0.008482807 1.410437236 0.013926887 3.424657534 0.022558647 0.462727315
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2006M05 0.008959962 1.410437236 0.013934563 3.446674941 0.022022891 0.459284435
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2006M08 0.008629585 1.410437236 0.013723088 3.458532199 0.021488278 0.464015591
2006M09 0.008546388 1.410437236 0.013723801 3.458532199 0.021683461 0.461275889
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2006M12 0.008537522 1.410437236 0.014362294 3.458532199 0.022403893 0.46530673
2007M01 0.008293358 1.410437236 0.014310246 3.458532199 0.022556815 0.467792487
2007M02 0.008302454 1.410437236 0.014363689 3.458532199 0.022645799 0.477213076
2007M03 0.008526915 1.410437236 0.014432097 3.458532199 0.022713851 0.478950141
2007M04 0.008412552 1.410437236 0.014581511 3.458532199 0.023725806 0.492319811
2007M05 0.008282978 1.410437236 0.014883167 3.463876445 0.024520983 0.504846527
2007M06 0.008155403 1.410437236 0.015021782 3.471498993 0.024525673 0.517839573
2007M07 0.008224457 1.410437236 0.014909796 3.492341992 0.024743962 0.531349628
2007M08 0.008567193 1.410437236 0.01493652 3.549066915 0.024497075 0.508854061
2007M09 0.008694518 1.410437236 0.014920919 3.561707654 0.024789291 0.52664841
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2007M11 0.008991997 1.410440021 0.015269507 3.628369349 0.025357284 0.565259171
2007M12 0.008909083 1.410440021 0.015797788 3.64919154 0.025355291 0.560161326
2008M01 0.009288773 1.410440021 0.014688602 3.661599379 0.025397664 0.56385678
2008M02 0.009331492 1.410437236 0.014184397 3.658274706 0.02516825 0.579072326
2008M03 0.009921619 1.410437236 0.015403574 3.720073404 0.024779401 0.585891727
2008M04 0.00975714 1.410437236 0.016061677 3.762903938 0.024986008 0.592381968
2008M05 0.009602597 1.408450704 0.016155089 3.75597999 0.023738872 0.602518527
2008M06 0.00935412 1.408450704 0.015678896 3.768962593 0.023353464 0.618008776
2008M07 0.009362261 1.408450704 0.014992504 3.76973835 0.02334376 0.628693575
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2008M09 0.009367857 1.408450704 0.014003641 3.743916136 0.021947392 0.555926173
2008M10 0.009966747 1.408450704 0.013044613 3.736850956 0.020552661 0.46038396
2008M11 0.010343795 1.408450704 0.012790995 3.688320674 0.020406789 0.441403664
2008M12 0.010950324 1.408450704 0.012813942 3.631897063 0.020561536 0.417780749
2009M01 0.011051895 1.408450704 0.012666244 3.518060845 0.02047762 0.433530486
2009M02 0.010810564 1.408450704 0.012573871 3.444185595 0.020299993 0.43254466
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2009M04 0.01010067 1.408450704 0.012558081 3.431655997 0.019975271 0.453494173
2009M05 0.010383737 1.408450704 0.012843565 3.454885415 0.020604113 0.48247474
2009M06 0.01036084 1.408450704 0.012845215 3.47587068 0.020933027 0.510783615
2009M07 0.010582469 1.408450704 0.013029316 3.480149229 0.020627786 0.516488206
2009M08 0.010544286 1.408450704 0.013094147 3.481701396 0.020688942 0.542380586
2009M09 0.010929779 1.408450704 0.013227513 3.488831726 0.020644544 0.549035756
2009M10 0.01107554 1.408450704 0.013290803 3.495805558 0.021403627 0.575605825
2009M11 0.011211953 1.408450704 0.013379716 3.503644316 0.021473512 0.579987036
2009M12 0.01116558 1.408450704 0.013257325 3.498644275 0.021445421 0.572475384
2010M01 0.010969856 1.408450704 0.013194353 3.48830111 0.021758145 0.564276766
2010M02 0.011076196 1.408450704 0.013032712 3.471687004 0.021585265 0.541547526
2010M03 0.011047563 1.408450704 0.012995452 3.468308333 0.021979713 0.559801392
2010M04 0.010709264 1.408450704 0.012944984 3.471247139 0.022472163 0.568674177
2010M05 0.010897365 1.408450704 0.012732366 3.447681434 0.02182858 0.554711504
2010M06 0.010998511 1.408450704 0.012342631 3.429690488 0.021475567 0.553168271
2010M07 0.011401599 1.408450704 0.012280486 3.46309912 0.021350915 0.564804605
2010M08 0.011699519 1.408450704 0.012431626 3.478997812 0.021474389 0.568458665
2010M09 0.011850405 1.408450704 0.012359412 3.491460412 0.021711283 0.581129883
2010M10 0.012214934 1.408450704 0.012390038 3.545920737 0.022516488 0.596277823
2010M11 0.012124739 1.408450704 0.012428536 3.562240535 0.022214077 0.584051946
2010M12 0.011986743 1.408450704 0.012411568 3.556345855 0.022143931 0.589292554
2011M01 0.012104911 1.408450704 0.012341108 3.568369969 0.0220291 0.597593272
2011M02 0.012121535 1.408450704 0.012274457 3.587401048 0.022008592 0.599575248
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2011M04 0.011998032 1.408450704 0.011920372 3.621351488 0.022538716 0.628012497
2011M05 0.012306602 1.408450704 0.01170549 3.634439366 0.022269334 0.620241126
2011M06 0.01242054 1.408450704 0.011229646 3.645991706 0.022295649 0.630069193
2011M07 0.012594876 1.408450704 0.011123471 3.652968037 0.02251446 0.639541577
2011M08 0.012949867 1.408450704 0.010777023 3.671971074 0.022085537 0.626697874
2011M09 0.013014479 1.408450704 0.01037775 3.637124126 0.020991645 0.575309366
2011M10 0.013025582 1.408450704 0.009874593 3.632851 0.020301724 0.561865868
2011M11 0.01289002 1.408450704 0.010674637 3.6245752 0.019668275 0.563692251
2011M12 0.012843796 1.408450704 0.011539349 3.603233542 0.018987041 0.546114848
2012M01 0.012990674 1.408450704 0.011582117 3.590693927 0.019475676 0.558140054
2012M02 0.012756404 1.408450704 0.012022121 3.60338805 0.020340293 0.58151368
2012M03 0.012130805 1.408450704 0.012062726 3.59435284 0.019871629 0.558603897
2012M04 0.01227152 1.408450704 0.012020676 3.597505346 0.019303939 0.540441773
2012M05 0.012544612 1.408450704 0.01185115 3.584928387 0.01835755 0.506330279
2012M06 0.012606934 1.408450704 0.011793844 3.570422477 0.017847518 0.488335752
2012M07 0.012660952 1.408450704 0.011884954 3.55808575 0.018019706 0.492786544
2012M08 0.012712169 1.408450704 0.011893435 3.548483822 0.017998625 0.492611893
2012M09 0.012792995 1.408450704 0.011818934 3.557483237 0.018313174 0.4929815
2012M10 0.012663255 1.408450704 0.011749501 3.559447218 0.01885942 0.492461643
2012M11 0.012377463 1.408450704 0.01167815 3.547923578 0.018256237 0.485328519
2012M12 0.011964903 1.408450704 0.011626555 3.555584632 0.018298998 0.479983361
2013M01 0.011215792 1.408450704 0.01150748 3.551136364 0.01841051 0.491989186
2013M02 0.010733517 1.408450704 0.011435106 3.546099291 0.018596451 0.506685583
2013M03 0.010549812 1.408450704 0.011652296 3.516174402 0.018380799 0.504660138
2013M04 0.010235467 1.408450704 0.011877895 3.513703443 0.018390568 0.499222639
2013M05 0.009892958 1.408450704 0.011883541 3.50262697 0.018178249 0.492797319
2013M06 0.010274207 1.408450704 0.011697275 3.517411185 0.017124079 0.461617765
2013M07 0.01002501 1.408450704 0.011512779 3.505082369 0.01672929 0.445147778
2013M08 0.010217636 1.408450704 0.011429878 3.521812522 0.015820571 0.427632858
2013M09 0.010072635 1.408450704 0.011440339 3.523636731 0.015685758 0.440037227
2013M10 0.010222709 1.408450704 0.011721955 3.543255891 0.016229656 0.455667566
2013M11 0.010021212 1.408450704 0.011614402 3.533049559 0.015966024 0.436912181
2013M12 0.009670097 1.408450704 0.011586143 3.541540499 0.016152401 0.426272761
2014M01 0.009621398 1.408450704 0.011599582 3.53839763 0.016109285 0.419891962
2014M02 0.00978894 1.408450704 0.011590172 3.54351328 0.016063225 0.418741088
2014M03 0.0097778 1.408450704 0.01156203 3.554291807 0.016389681 0.429517336
2014M04 0.009750028 1.408450704 0.011531365 3.554639249 0.01656819 0.447469242
2014M05 0.009824148 1.408450704 0.011440339 3.555081545 0.016861985 0.450393451
2014M06 0.009798889 1.408450704 0.011414222 3.546757076 0.016741809 0.447455322
2014M07 0.009729519 1.408450704 0.011393415 3.543784521 0.016650405 0.450138008
2014M08 0.009712779 1.408450704 0.01134945 3.524939653 0.016421656 0.440654351
2014M09 0.009324513 1.408450704 0.011256191 3.488989969 0.016429831 0.429693015
2014M10 0.009254001 1.408450704 0.011206993 3.462603878 0.016302044 0.408093465
2014M11 0.008604947 1.408450704 0.011116052 3.439860066 0.016206352 0.392716419
2014M12 0.008381342 1.408450704 0.011057054 3.423766417 0.015935506 0.379838189
2015M01 0.00845253 1.408450704 0.010945709 3.400172797 0.016070471 0.37971749
2015M02 0.008434311 1.408450704 0.010930156 3.386132163 0.016119254 0.356575449
2015M03 0.008306557 1.408450704 0.010901559 3.346526456 0.016012852 0.321271206
2015M04 0.008364734 1.408450704 0.010702055 3.318648315 0.015935452 0.327014521
2015M05 0.008285731 1.408450704 0.01037452 3.312277187 0.015673901 0.327677731
2015M06 0.008080778 1.408450704 0.010235415 3.309739305 0.015659074 0.320975298
2015M07 0.008114029 1.408450704 0.009881423 3.304365066 0.015714628 0.311071018
2015M08 0.008114656 1.408450704 0.009762765 3.306555743 0.015367515 0.285528983
2015M09 0.008313589 1.408450704 0.009499383 3.310999538 0.015101677 0.257008374
2015M10 0.008329037 1.408450704 0.009729519 3.309355946 0.015370899 0.257362718
2015M11 0.008161071 1.408450704 0.009787609 3.291836443 0.015124682 0.264212039
2015M12 0.008201831 1.408450704 0.009785693 3.294128808 0.015016026 0.258486585
2016M01 0.008452649 1.408450704 0.009774216 3.295802927 0.014869373 0.247174406
2016M02 0.008688614 1.408450704 0.009810654 3.335139867 0.014654663 0.251983742
2016M03 0.008844043 1.408450704 0.009853188 3.321251727 0.014920507 0.268713249
2016M04 0.009093783 1.408450704 0.009878495 3.315787292 0.015044487 0.280139696
2016M05 0.009169078 1.408450704 0.009927529 3.31645039 0.014946179 0.283279623
2016M06 0.009479408 1.408450704 0.009886307 3.3183 0.014859534 0.290580183
2016M07 0.009618062 1.408450704 0.009868746 3.3095 0.014879264 0.305269408
2016M08 0.009874681 1.408450704 0.00986096 3.3168 0.014938831 0.31161807
2016M09 0.009809287 1.408450704 0.009874593 3.316167744 0.014984028 0.307146869
2016M10 0.009632287 1.408450704 0.00986972 3.305670382 0.014981792 0.313947593
2016M11 0.009291569 1.408450704 0.00982801 3.293794623 0.014787286 0.299273066
2016M12 0.008628165 1.408450704 0.009791442 3.273215279 0.014727447 0.29835889
2017M01 0.008714597 1.408450704 0.009638554 3.27355066 0.014688523 0.312892449
2017M02 0.008843955 1.408450704 0.009648784 3.277704139 0.014908584 0.322207623
2017M03 0.008848419 1.408450704 0.009722897 3.277054295 0.015179884 0.319761541
2017M04 0.009085788 1.408450704 0.009678162 3.280726878 0.015502172 0.318921055
2017M05 0.008908101 1.408450704 0.009684123 3.289087433 0.015521964 0.311652253
2017M06 0.009016652 1.408450704 0.009662704 3.296348305 0.015517591 0.30351163
2017M07 0.008897297 1.408450704 0.009626761 3.302717145 0.015514488 0.311960105
2017M08 0.009097977 1.408450704 0.009656639 3.313858889 0.015632722 0.317428772
2017M09 0.009031534 1.408450704 0.00969744 3.31807021 0.015518083 0.319061703
2017M10 0.008852952 1.408450704 0.00967229 3.31005263 0.015365401 0.313416931
2017M11 0.00884997 1.408450704 0.009655192 3.307742433 0.015417202 0.306867542
2017M12 0.008853514 1.408450704 0.009699762 3.312272799 0.015566063 0.30383039
2018M01 0.009027353 1.408450704 0.009716474 3.325520998 0.015714154 0.311527803
2018M02 0.009267793 1.408450704 0.009861914 3.335495228 0.015534261 0.308555736
2018M03 0.00943392 1.408450704 0.009883304 3.336670003 0.015379568 0.305006906
2018M04 0.009300472 1.408450704 0.009939273 3.333280424 0.015235461 0.29352197
2018M05 0.009115646 1.408450704 0.009934147 3.313609467 0.014806181 0.27506821
2018M06 0.009088824 1.408450704 0.009900672 3.307875663 0.014750771 0.265071191
2018M07 0.00897517 1.408450704 0.009933234 3.304665361 0.014557448 0.261223714
2018M08 0.009004283 1.408450704 0.009939095 3.300723409 0.014378867 0.25450755
2018M09 0.008932841 1.408450704 0.009917303 3.303782831 0.013847484 0.242957431
2018M10 0.008867213 1.408450704 0.009893582 3.296448077 0.013580996 0.266112829
2018M11 0.008819625 1.408450704 0.009769764 3.291639236 0.013917063 0.264129963
2018M12 0.008883142 1.408450704 0.009775954 3.292053564 0.014138058 0.257439685
2019M01 0.009180957 1.408450704 0.009844027 3.299733664 0.014137699 0.267304309
2019M02 0.009062258 1.408450704 0.009976685 3.295627478 0.014040651 0.268598787
2019M03 0.008992321 1.408450704 0.009963964 3.29416932 0.014392911 0.260018229
2019M04 0.008955453 1.408450704 0.009894557 3.287980084 0.014403534 0.256702691
2019M05 0.009103046 1.408450704 0.009886242 3.290272544 0.014332166 0.249942627
2019M06 0.009254375 1.408450704 0.009833919 3.295741284 0.014401157 0.259186455
2019M07 0.009238688 1.408450704 0.009693946 3.292967046 0.01453313 0.264640365
2019M08 0.00940974 1.408450704 0.009680737 3.291895872 0.014055664 0.248794478
2019M09 0.009303864 1.408450704 0.009633894 3.2917205 0.014018627 0.242665437
2019M10 0.009248697 1.408450704 0.009646296 3.29315682 0.014076686 0.244714955
2019M11 0.00919174 1.408450704 0.009766817 3.294289898 0.013995469 0.240689817
2019M12 0.009161306 1.408450704 0.009852113 3.296716235 0.014046403 0.243375267
2020M01 0.009150409 1.408450704 0.009892068 3.295513394 0.014022535 0.241151124
2020M02 0.009093097 1.408450704 0.009921144 3.283128822 0.013988261 0.23031716
2020M03 0.009320285 1.408450704 0.009639467 3.255249089 0.013449772 0.202865598
2020M04 0.009265265 1.408450704 0.00939746 3.236736965 0.013117078 0.187793956
2020M05 0.00932038 1.408450704 0.009374206 3.238229614 0.013217045 0.177215414
2020M06 0.009297569 1.408450704 0.009398202 3.249566724 0.013205358 0.192455912
2020M07 0.009372302 1.408450704 0.009322563 3.257573859 0.013334508 0.189408444
2020M08 0.00943027 1.408450704 0.009247403 3.271501947 0.013391914 0.183128941
2020M09 0.009461583 1.408450704 0.009224423 3.269977519 0.013608823 0.185223569
2020M10 0.009503682 1.408450704 0.009204867 3.269699942 0.013613201 0.177771758
2020M11 0.009576116 1.408450704 3.272585957 0.013464797 0.184596016
CHINA__P_R___MAINLAND PAKISTAN SAUDI_ARABIA UKRAINE AUSTRALIA
0.173490632 0.038604226 0.266666667 137.3626374 0.673977071
0.173313229 0.038158618 0.266666667 102.7749229 0.681236035
0.174480484 0.037678975 0.266666667 57.83689994 0.707328632
0.175244905 0.037481259 0.266666667 33.31112592 0.711779235
0.174773232 0.037313015 0.266666667 33.34444815 0.697870796
0.174294977 0.036949453 0.266666667 27.33734281 0.677474646
0.17357495 0.035384076 0.266666667 21.79123992 0.677470056
0.173118205 0.033500838 0.266666667 16.75041876 0.678541137
0.172801106 0.033500838 0.266666667 16.75041876 0.652111537
0.172807078 0.033342336 0.266666667 16.75041876 0.661629461
0.172571488 0.03327787 0.266666667 16.14465612 0.672802627
0.17221189 0.0332354 0.266666667 7.931472081 0.672802627
0.114942529 0.033097349 0.266666667 7.930214116 0.695603784
0.114905548 0.032913684 0.266666667 7.930214116 0.716081032
0.114905548 0.032788928 0.266666667 7.930214116 0.711672858
0.115002013 0.032743942 0.266666667 7.930214116 0.716481217
0.115408141 0.032668742 0.266666667 7.442137382 0.724039562
0.115510789 0.032627811 0.266666667 6.016847172 0.73330449
0.115736722 0.032687002 0.266666667 5.128205128 0.734926654
0.116417146 0.032688391 0.266666667 4.938271605 0.740444563
0.117091905 0.032626427 0.266666667 4 0.74142175
0.117242916 0.032626427 0.266666667 2.206531333 0.738219857
0.117413613 0.032610468 0.266666667 1.062891277 0.753835136
0.117853483 0.03251451 0.266666667 0.922790148 0.773933906
0.118465165 0.032422688 0.266666667 0.924598955 0.765790602
0.118548024 0.03237367 0.266666667 0.825375339 0.745289769
0.118657744 0.03238342 0.266666667 0.753874917 0.735732311
0.118729593 0.032391077 0.266666667 0.761017633 0.736062654
0.120221207 0.0323567 0.266666667 0.766395107 0.727833821
0.120468865 0.032285142 0.266666667 0.703482237 0.719564232
0.120471767 0.032127379 0.266666667 0.696020157 0.72684455
0.120373157 0.031974625 0.266666667 0.621515628 0.741185452
0.120213981 0.031822811 0.266666667 0.604814322 0.754181939
0.120257351 0.03122736 0.266666667 0.573384632 0.758029427
0.120286281 0.02919708 0.266666667 0.562160947 0.745867892
0.120255905 0.02919708 0.266666667 0.557112375 0.7415757
0.120212536 0.029194864 0.266666667 0.547045952 0.741982875
0.120290622 0.029118778 0.266666667 0.53162236 0.755520969
0.120063874 0.028997947 0.266666667 0.528676441 0.771426367
0.120026406 0.028868944 0.266666667 0.533997855 0.786843969
0.120065316 0.028764148 0.266666667 0.542917639 0.796971508
0.120156203 0.02859782 0.266666667 0.549520991 0.79152749
0.12025012 0.028399974 0.266666667 0.56153317 0.789272212
0.120364464 0.028177428 0.266666667 0.568181818 0.782974992
0.120419542 0.027348557 0.266666667 0.568181818 0.792933378
0.120483379 0.026325419 0.266666667 0.563443768 0.791834602
0.12049209 0.024925224 0.266666667 0.537865749 0.796140312
0.120496445 0.024925224 0.266666667 0.530813737 0.797804442
0.12053566 0.024925224 0.266666667 0.528708893 0.779058897
0.120585079 0.024925224 0.266666667 0.54241701 0.7670241
0.120544378 0.024925224 0.266666667 0.544336182 0.788823942
0.120544378 0.02490536 0.266666667 0.541154824 0.778973936
0.120585079 0.024793655 0.266666667 0.542652485 0.775265916
0.120596713 0.024754313 0.266666667 0.538271073 0.753437559
0.120611258 0.024690992 0.266666667 0.538502962 0.742522795
0.120635993 0.024679171 0.266666667 0.538793103 0.741223909
0.120668018 0.024679171 0.266666667 0.537461034 0.723657073
0.120717545 0.023553908 0.266666667 0.534387859 0.721240534
0.120756904 0.022701476 0.266666667 0.532084708 0.69540062
0.120778782 0.022701476 0.266666667 0.527704485 0.662089422
0.120786076 0.022701476 0.266666667 0.523807029 0.654356048
0.120786076 0.022701476 0.266666667 0.511090667 0.673346262
0.120784617 0.022701476 0.266666667 0.491642085 0.669900051
0.120784617 0.022701476 0.266666667 0.490220109 0.652971674
0.120787535 0.022701476 0.266666667 0.487923884 0.631241399
0.120777323 0.022568269 0.266666667 0.485696246 0.603132671
0.120775864 0.02173913 0.266666667 0.475601636 0.618176873
0.120774405 0.02173913 0.266666667 0.458043239 0.590287411
0.120787535 0.02173913 0.266666667 0.359066427 0.588886533
0.120805045 0.02173913 0.266666667 0.292260931 0.617920943
0.120805045 0.02173913 0.266666667 0.291791894 0.634171708
0.120803585 0.02173913 0.266666667 0.291800409 0.618379475
0.120787535 0.021684923 0.266666667 0.291800409 0.630799412
0.120802126 0.021684923 0.266666667 0.288109712 0.639934471
0.120786076 0.021684923 0.266666667 0.265055131 0.630036353
0.120784617 0.021684923 0.266666667 0.25421359 0.641827926
0.12079483 0.020833333 0.266666667 0.254874474 0.662133261
0.120802272 0.019431198 0.266666667 0.253190196 0.655918351
0.120807964 0.01935559 0.266666667 0.249725302 0.657773568
0.120813072 0.019409938 0.266666667 0.224190113 0.645302841
0.120810299 0.019383601 0.266666667 0.224421553 0.648765076
0.120810883 0.019320762 0.266666667 0.223848857 0.651495508
0.120799353 0.019317466 0.266666667 0.215954736 0.639537486
0.12078272 0.019310375 0.266666667 0.197273678 0.640430369
0.120783887 0.019309118 0.266666667 0.18583561 0.657635144
0.120800375 0.0193056 0.266666667 0.180404467 0.629120741
0.120793955 0.01930446 0.266666667 0.182882224 0.609614845
0.120783304 0.019307915 0.266666667 0.18440658 0.597839408
0.120800667 0.0193084 0.266666667 0.185044688 0.578379035
0.120813802 0.019308169 0.266666667 0.183958793 0.593686735
0.120781699 0.019308169 0.266666667 0.183870849 0.588706259
0.120779219 0.019308169 0.266666667 0.18387423 0.581337891
0.120778782 0.017799615 0.266666667 0.183857327 0.55365774
0.120795414 0.017193005 0.266666667 0.183867468 0.527612606
0.120811612 0.017534056 0.266666667 0.183921576 0.522266847
0.120814532 0.017224918 0.266666667 0.183965562 0.547546172
0.120807818 0.016926193 0.266666667 0.184056984 0.555660514
0.120815845 0.016764451 0.266666667 0.18417563 0.53490238
0.120808985 0.016514028 0.266666667 0.1844542 0.504823589
0.120815261 0.016374084 0.266666667 0.184563139 0.500981925
0.120813072 0.016165174 0.266666667 0.184716552 0.519955908
0.120816137 0.015765008 0.266666667 0.185144042 0.518113239
0.120818327 0.015597225 0.266666667 0.186181602 0.510131206
0.120817159 0.015593508 0.266666667 0.187031253 0.524785625
0.120819494 0.015576834 0.266666667 0.187300993 0.506254778
0.120819494 0.015957105 0.266666667 0.188313278 0.504851624
0.120818473 0.016259317 0.266666667 0.189132449 0.516846615
0.120818619 0.016430114 0.266666667 0.188882383 0.514096527
0.120821684 0.016469334 0.266666667 0.188231751 0.516705075
0.120821538 0.016611616 0.266666667 0.187934599 0.513044147
0.120815553 0.016627531 0.266666667 0.187888695 0.524680994
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0.12081964 0.016675702 0.266666667 0.187659511 0.554357527
0.1208211 0.016792329 0.266666667 0.187648946 0.542093565
0.120817305 0.016862366 0.266666667 0.187634863 0.547013035
0.120816721 0.016895862 0.266666667 0.187631342 0.549661958
0.120814678 0.017030344 0.266666667 0.187603182 0.561129441
0.120813218 0.017084132 0.266666667 0.187560957 0.563177221
0.120819494 0.017156573 0.266666667 0.187522268 0.582292486
0.120812926 0.017217972 0.266666667 0.18748008 0.59407117
0.12081351 0.017270411 0.266666667 0.187458993 0.602199232
0.120814823 0.017303005 0.266666667 0.187473051 0.610012749
0.120818035 0.017318251 0.266666667 0.187504688 0.646993744
0.120815699 0.017325687 0.266666667 0.187511719 0.664345885
0.12081351 0.017314323 0.266666667 0.187543369 0.661953557
0.120816575 0.017303897 0.266666667 0.187557439 0.651003522
0.120814969 0.017306377 0.266666667 0.187560957 0.661415031
0.120819932 0.017352378 0.266666667 0.187557334 0.693654449
0.120818035 0.017442905 0.266666667 0.187548294 0.715804242
0.120816721 0.017477934 0.266666667 0.187554027 0.738427003
0.120816867 0.017417066 0.266666667 0.18757401 0.768940938
0.120814969 0.017423807 0.266666667 0.187597375 0.777713832
0.120814823 0.01740931 0.266666667 0.187634863 0.749782563
0.120817889 0.01740243 0.266666667 0.187652468 0.74580114
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0.154769652 0.011616399 0.266666667 0.125451579 1.076557143
0.156029947 0.011533759 0.266666667 0.125452838 1.050530518
0.156671053 0.011422723 0.266666667 0.125425978 1.023855841
0.157319279 0.011493355 0.266666667 0.125396975 1.011828571
0.157748612 0.011491387 0.266666667 0.125251756 1.010203051
0.158012831 0.011178293 0.266666667 0.12516033 1.012145749
0.158333069 0.01107416 0.266666667 0.125159672 1.038313778
0.158721089 0.011019432 0.266666667 0.125180761 1.072557143
0.158525425 0.011012179 0.266666667 0.125215339 1.054296257
0.158816314 0.011022648 0.266666667 0.125207845 1.034171429
0.158595059 0.010939842 0.266666667 0.125144276 0.999465487
0.158283197 0.010607217 0.266666667 0.125117297 0.998
0.158127172 0.010586043 0.266666667 0.12511149 1.029263636
0.157719729 0.010577958 0.266666667 0.125109471 1.046847826
0.157743373 0.010564984 0.266666667 0.125109471 1.039465
0.158369345 0.010477282 0.266666667 0.125109471 1.02996087
0.158837059 0.010406585 0.266666667 0.125109471 1.041022727
0.158981248 0.010278771 0.266666667 0.125109471 1.046233333
0.159267971 0.010250103 0.266666667 0.125109471 1.04953913
0.159129245 0.010197318 0.266666667 0.125109471 1.03192
0.159373244 0.010187439 0.266666667 0.125109471 1.03331
0.160075129 0.0101635 0.266666667 0.125109471 1.038295455
0.161347451 0.010156481 0.266666667 0.125109471 0.991982609
0.162054068 0.010133889 0.266666667 0.125109471 0.94359
0.162028598 0.00993702 0.266666667 0.125109471 0.917217391
0.162054497 0.009699632 0.266666667 0.125109471 0.904232713
0.162385992 0.009484454 0.266666667 0.125109471 0.927785714
0.162854723 0.00940387 0.266666667 0.125109471 0.95189172
0.162929577 0.009289433 0.266666667 0.125109471 0.933095238
0.163473485 0.009339013 0.266666667 0.125109471 0.898259091
0.163829259 0.009478036 0.266666667 0.125109471 0.886195652
0.163578665 0.009509205 0.266666667 0.115541725 0.89661
0.16294858 0.009992041 0.266666667 0.100806157 0.907109524
0.162466633 0.010236915 0.266666667 0.085953822 0.931339242
0.162261712 0.010128177 0.266666667 0.085928348 0.930918182
0.162433596 0.010143869 0.266666667 0.08468319 0.936652381
0.162140251 0.010123672 0.266666667 0.085075379 0.9392
0.162321475 0.009964512 0.266666667 0.077219552 0.930342857
0.162546783 0.009751569 0.266666667 0.07678533 0.906177273
0.162759326 0.009717553 0.266666667 0.077221115 0.87843913
0.162752028 0.009811299 0.266666667 0.068037847 0.865035
0.163286126 0.009906954 0.266666667 0.064035626 0.824326087
0.163201778 0.009916582 0.266666667 0.063240203 0.8061
0.163016457 0.009849808 0.266666667 0.040849852 0.778985
0.162587149 0.009816296 0.266666667 0.042999258 0.773113636
0.16313802 0.009825475 0.266666667 0.044034487 0.772581818
0.163554962 0.009815286 0.266666667 0.047811989 0.790228571
0.163501867 0.009819697 0.266666667 0.047096873 0.772222727
0.163486847 0.00982435 0.266666667 0.045961431 0.742313043
0.158589789 0.009760516 0.266666667 0.046238782 0.729304059
0.157002755 0.009582372 0.266666667 0.045906476 0.705914673
0.157503413 0.0095599 0.266666667 0.045784805 0.720227273
0.15713011 0.009478242 0.266666667 0.042895212 0.715471429
0.154973887 0.009542773 0.266666667 0.042719733 0.724886957
0.152113538 0.009529665 0.266666667 0.041220638 0.7029
0.15281376 0.009549246 0.266666667 0.037888759 0.712795238
0.153678495 0.009547438 0.266666667 0.037941791 0.748395652
0.154351119 0.009545595 0.266666667 0.039017542 0.766120928
0.153167035 0.009544462 0.266666667 0.039672342 0.732231818
0.151612436 0.009552412 0.266666667 0.040078006 0.739704545
0.149725142 0.009536985 0.266666667 0.040295315 0.752590476
0.150394917 0.009547679 0.266666667 0.039896574 0.762491304
0.149865791 0.009556113 0.266666667 0.038058322 0.759477273
0.14816805 0.009548854 0.266666667 0.038823987 0.761672633
0.146335646 0.009540797 0.266666667 0.038909087 0.753568182
0.144467513 0.009538385 0.266666667 0.038161348 0.734718182
0.144970213 0.009537061 0.266666667 0.036831582 0.744718182
0.145495502 0.009538857 0.266666667 0.036998982 0.766704876
0.14498564 0.009536998 0.266666667 0.037034894 0.762352174
0.145104653 0.009536981 0.266666667 0.03723448 0.75399
0.145140725 0.0095373 0.266666667 0.037844824 0.743352174
0.146886115 0.009534718 0.266666667 0.038301177 0.755781818
0.147678203 0.00947129 0.266666667 0.038506984 0.779304762
0.149903247 0.009487846 0.266666667 0.039008755 0.791795652
0.152243035 0.009486594 0.266666667 0.038301545 0.79722381
0.151113898 0.009485217 0.266666667 0.037516446 0.77905
0.150934625 0.009483019 0.266666667 0.037445786 0.7625
0.151663368 0.009169152 0.266666667 0.036341821 0.764504762
0.15554484 0.009045617 0.266666667 0.035168757 0.794319048
0.158391419 0.009044855 0.266666667 0.036803878 0.78797
0.158240936 0.008892744 0.266666667 0.037963336 0.776571429
0.158740901 0.008650556 0.266666667 0.038238361 0.769763158
0.15688044 0.008649402 0.266666667 0.038195311 0.752691304
0.154662414 0.00837377 0.266666667 0.038164777 0.749395
0.14883241 0.008008581 0.266666667 0.037877803 0.740568182
0.145947143 0.008059352 0.266666667 0.036387177 0.732577273
0.145846061 0.008048465 0.266666667 0.035471977 0.720295
0.144168103 0.007582607 0.266666667 0.035552544 0.710281818
0.144075818 0.007467929 0.266666667 0.035799312 0.724627273
0.14523215 0.007209168 0.266666667 0.035985282 0.718626316
0.147326653 0.007204759 0.266666667 0.035869067 0.714409524
0.148464558 0.007211845 0.266666667 0.036817931 0.7144
0.148995451 0.007177289 0.266666667 0.037225183 0.708080952
0.148883375 0.00707761 0.266666667 0.037297435 0.711526316
0.145554832 0.006842395 0.266666667 0.037909162 0.694891304
0.144898689 0.006415646 0.266666667 0.037735692 0.694891304
0.145402249 0.006279956 0.266666667 0.038832907 0.698704348
0.141600485 0.006317327 0.266666667 0.039608683 0.67717619
0.140530881 0.00639826 0.266666667 0.040371867 0.680804762
0.14118077 0.006407897 0.266666667 0.040309242 0.679586364
0.142484327 0.006432458 0.266666667 0.041038237 0.682928571
0.142439036 0.006451678 0.266666667 0.042355948 0.68769
0.144487095 0.006463104 0.266666667 0.041460484 0.687033333
0.142864018 0.006479447 0.266666667 0.040656151 0.667355
0.142489261 0.006290852 0.266666667 0.037861157 0.622922727
0.141390719 0.00607104 0.266666667 0.036731414 0.629785
0.140624987 0.006238028 0.266666667 0.037293493 0.650957143
0.141127126 0.006040917 0.266666667 0.037442886 0.689204762
0.142693482 0.005988602 0.266666667 0.036612818 0.702847826
0.144314821 0.0059539 0.266666667 0.036335335 0.71992
0.146863689 0.006022945 0.266666667 0.035744009 0.723786364
0.14920459 0.006139868 0.266666667 0.035304562 0.712738095
0.151327862 0.00627518 0.266666667 0.035323016 0.726471429
0%
10%
20%
30%
1993M01
1994M03
1995M05
1996M07
1997M09
1998M11
2000M01
2001M03
2002M05
2003M07
2004M09
2005M11
2007M01
2008M03
2009M05
2010M07
Period
Currencies' Exchange Rates & their
JAPAN JORDAN KENYA KUWAIT BHUTAN BRAZIL
0%
50%
100%
1993…
1994…
1995…
1996…
1997…
1998…
1999…
2000…
2001…
2002…
2003…
2004…
2005…
2006…
2007…
2008…
2009…
2010…
2011…
2012…
2013…
2014…
2015…
2016…
2017…
2018…
2019…
2020…
High & Low volatility
JAPAN JORDAN
JAPAN JORDAN
KENYA KUWAIT
BHUTAN BRAZIL
CHINA__P_R___MAINLAND PAKISTAN
SAUDI_ARABIA UKRAINE
AUSTRALIA
30%
40%
50%
60%
70%
80%
90%
100%
Countries' Exchange Rates Patterns
hange Rates & their high/low volatility patterns
BRAZIL CHINA__P_R___MAINLAND PAKISTAN SAUDI_ARABIA UKRAINE AUSTRALIA
2020…
PERIOD JAPAN/KUWAITKENYA/AUSTRALIANKUWAIT/BHUTAN
1993M01 402.6463019 24.41616736 2.15332927
1993M02 394.1901276 24.90367322 2.123051112
1993M03 384.2934378 30.50050574 2.045592002
1993M04 373.6223206 36.9267508 2.048958698
1993M05 367.1261165 43.38006741 2.08951981
1993M06 356.642102 43.46175994 2.132617679
1993M07 357.333581 44.2613544 2.117883379
1993M08 344.6053038 44.39104326 2.122458091
1993M09 351.6349633 42.90652633 2.220825489
1993M10 357.8878566 44.97333633 2.17699166
1993M11 361.0124899 46.41100167 2.121041741
1993M12 367.8336237 46.02837881 2.116692063
1994M01 373.9318036 47.25062604 2.037357218
1994M02 357.5367795 48.26772838 1.989642104
1994M03 353.3736159 47.00542295 2.00522305
1994M04 347.9977351 44.97882798 1.982880605
1994M05 348.694222 42.02723837 1.974806257
1994M06 346.0231974 41.19293974 1.962821694
1994M07 332.4638771 41.13288944 1.968718802
1994M08 335.2415716 41.11829342 1.940765649
1994M09 332.220898 38.30266319 1.935759803
1994M10 331.3999943 31.28745543 1.949303517
1994M11 338.4883584 32.79107459 1.903337351
1994M12 333.8540701 34.96981658 1.837352824
1995M01 333.5384149 34.06098756 1.866979298
1995M02 329.2406503 33.14534641 1.920119063
1995M03 307.3453109 32.47404704 1.981326531
1995M04 286.7256518 32.37615746 1.980437318
1995M05 287.2898637 37.76489512 1.985462428
1995M06 282.8610691 38.58353781 2.002839108
1995M07 290.8864424 41.13329602 1.975319454
1995M08 312.9631498 41.28358497 1.903377349
1995M09 334.3731803 41.80619033 1.857995628
1995M10 335.7417423 42.08177621 1.854281457
1995M11 339.8345733 41.42251924 1.89100141
1995M12 339.9428913 41.3807398 1.901946403
1996M01 353.6583002 42.08118777 1.90090268
1996M02 353.9450162 44.04271716 1.866840621
1996M03 354.0675367 45.06094268 1.828349788
1996M04 358.5801627 45.93115115 1.792524683
1996M05 354.8507989 46.41291094 1.769746121
1996M06 363.1807642 45.89759217 1.781918195
1996M07 365.0179498 45.23319048 1.787009873
1996M08 360.1419955 44.62307584 1.801382228
1996M09 366.1540622 44.74332747 1.778758815
In the above mentioned data as well as grap
countires, it is evidant that KUWAIT/BHUTA
countries wherein futures/SWAP/options ar
JAPAN/KHWAIT show some abnormal trend
Best pair of countries as bett
KUWAIT/BHUTAN
KENYA/AUSTRALIAN
JAPAN/KUWAIT
1996M10 374.7795403 44.22863432 1.78122708
1996M11 375.8084819 44.28426986 1.771593794
1996M12 379.5396739 44.00003191 1.767898449
1997M01 392.152491 42.64428171 1.810437236
1997M02 405.8973843 42.13271051 1.838843441
1997M03 404.1931231 43.29823067 1.788025388
1997M04 413.1709067 42.35857728 1.810634697
1997M05 393.0002279 41.67000031 1.819294781
1997M06 377.6462244 40.86283669 1.872002821
1997M07 380.5231471 42.59073629 1.899520451
1997M08 386.6564355 49.75065228 1.902849083
1997M09 396.4225287 46.14486167 1.949040903
1997M10 398.3779452 45.17497295 1.955571227
1997M11 413.2637819 44.45744844 2.028236953
1997M12 424.68925 41.74553255 2.130282087
1998M01 423.720746 40.0231642 2.155458392
1998M02 413.1036156 40.74903038 2.094668547
1998M03 421.5211181 40.27780755 2.105444288
1998M04 431.2183811 38.92475154 2.160028209
1998M05 441.5081615 39.51792094 2.23438646
1998M06 458.6457157 36.50116706 2.338519041
1998M07 458.9524558 36.68051383 2.281607898
1998M08 471.2011974 35.04772474 2.389407616
1998M09 442.4536322 35.33813865 2.395091678
1998M10 402.311652 36.99542121 2.282552891
1998M11 398.6259847 37.8154053 2.224062059
1998M12 389.7069143 38.11691082 2.280860367
1999M01 375.0026506 38.98485451 2.235952045
1999M02 384.6350221 40.01510245 2.20403385
1999M03 393.2652921 40.32944601 2.238660085
1999M04 392.5749563 42.1365168 2.197531735
1999M05 399.501024 45.56748131 2.130141044
1999M06 394.7492286 48.27860788 2.150324401
1999M07 390.8881888 48.08226116 2.14425952
1999M08 372.2184841 48.01963011 2.185698166
1999M09 353.9106632 49.09899506 2.17403385
1999M10 349.9919085 49.23429733 2.164922426
1999M11 345.3295167 47.83004931 2.205401975
1999M12 337.5377626 47.35559896 2.202327221
2000M01 345.5455119 46.48204656 2.14471086
2000M02 357.087621 46.06378026 2.241918195
2000M03 348.271223 45.37399871 2.313653032
2000M04 344.2150055 44.45731128 2.35922426
2000M05 351.3490676 43.93939744 2.438603667
2000M06 346.846288 46.03767536 2.375726375
2000M07 351.7447547 44.98080818 2.395825106
2000M08 351.1464331 44.44206096 2.426191819
2000M09 346.5343963 43.29409745 2.547489422
2000M10 352.8475001 41.81678125 2.673244006
2000M11 353.822784 41.18439676 2.700606488
2000M12 366.3142242 43.11006226 2.575923836
2001M01 383.0798775 43.67802807 2.538307475
2001M02 378.8530001 41.85627173 2.636812412
2001M03 393.9155024 39.25129613 2.793921016
2001M04 402.8705472 38.82584866 2.815345557
2001M05 396.3888401 40.837233 2.712609309
2001M06 396.6313394 40.73411465 2.7222567
2001M07 405.3220326 40.30975167 2.764851904
2001M08 397.726913 41.41286459 2.68764457
2001M09 390.0674728 39.96676437 2.786022567
2001M10 397.2569662 39.86637587 2.793765867
2001M11 398.7744123 40.80984696 2.729320378
2001M12 414.1871931 40.45245635 2.743913105
2002M01 431.4390003 40.61141712 2.7296833
2002M02 433.9348758 40.14580715 2.749153738
2002M03 426.936518 40.9546046 2.688180536
2002M04 427.3615314 41.90565674 2.634499295
2002M05 414.5396285 43.05234572 2.565669958
2002M06 407.172911 44.80531538 2.476248237
2002M07 392.0250982 43.68182095 2.544273625
2002M08 394.2806954 42.72082181 2.601833568
2002M09 398.6888316 43.10851098 2.578434415
2002M10 409.7847577 43.60138515 2.566008463
2002M11 406.7982274 44.64654456 2.513568406
2002M12 406.6326565 44.79168075 2.504428773
2003M01 396.7812677 45.25431624 2.422214386
2003M02 398.5117968 45.64902275 2.374188999
2003M03 395.4644025 46.11800295 2.342143865
2003M04 399.4461951 46.15136856 2.312143865
2003M05 392.8132103 46.32953979 2.179985896
2003M06 395.2617436 48.97710664 2.123046544
2003M07 395.7607666 49.47924114 2.130719323
2003M08 396.5245973 49.45035773 2.166558533
2003M09 387.2227062 51.52700888 2.132454161
2003M10 372.7233611 53.91845398 2.033342736
2003M11 370.5469495 54.92902801 1.970423131
2003M12 366.2555141 56.1347777 1.910056417
2004M01 361.4251781 58.66596437 1.83425952
2004M02 361.5487615 59.40932634 1.813568406
2004M03 368.5885307 57.92962541 1.88112835
2004M04 363.9439769 58.1052922 1.891170663
2004M05 381.8179844 55.90142077 1.999351199
2004M06 371.4517136 55.02738499 2.031833568
2004M07 371.1021717 57.30430048 1.968815233
2004M08 374.4655582 57.37774003 1.986826516
2004M09 373.2897862 56.61339057 2.011029619
2004M10 369.6097727 59.50622531 1.924668547
2004M11 355.9450288 62.43661942 1.834400564
2004M12 352.3454021 61.24716936 1.837094499
2005M01 355.9726027 59.71248746 1.842073343
2005M02 359.1816781 60.06894358 1.806530324
2005M03 360.6600342 58.70340163 1.797249647
2005M04 367.6695205 58.83667425 1.82538787
2005M05 366.1391438 58.53383084 1.840860367
2005M06 372.0267808 58.78571264 1.839788434
2005M07 383.3390411 57.36166111 1.874471086
2005M08 379.1840411 57.70745482 1.852849083
2005M09 380.3339041 56.70985556 1.84303244
2005M10 393.2089041 55.59719558 1.869901269
2005M11 405.5034247 56.37342518 1.869901269
2005M12 406.2964726 54.23788168 1.901114245
2006M01 395.3839384 54.09720533 1.882792124
2006M02 403.7174658 53.25211593 1.901791255
2006M03 401.7528082 52.60277487 1.938081805
2006M04 401.0462329 52.41165929 1.918831693
2006M05 384.6751871 54.77917042 1.847757405
2006M06 396.1182818 54.35373954 1.904809591
2006M07 400.0553365 55.34827684 1.876995769
2006M08 400.7761984 55.59659305 1.84864598
2006M09 404.6776648 55.13226432 1.864118477
2006M10 410.3811994 54.47637907 1.871622003
2006M11 405.8483779 54.92169748 1.826657264
2006M12 405.0978765 54.73500565 1.794174894
2007M01 417.0243481 54.78850602 1.798942172
2007M02 416.567476 54.46253256 1.802976023
2007M03 405.6018192 54.85970357 1.781438646
2007M04 411.1157225 56.58882746 1.709308886
2007M05 418.1921405 55.45971556 1.708758815
2007M06 425.6686107 56.04478868 1.675317348
2007M07 424.6288688 58.18462579 1.625825106
2007M08 414.2625287 55.53251493 1.700423131
2007M09 409.6498058 56.64587454 1.668744711
2007M10 415.2227913 60.09440324 1.568758815
2007M11 403.5109553 58.82458614 1.570256979
2007M12 409.6035044 55.24283283 1.616152698
2008M01 394.1962185 60.02309937 1.599763385
2008M02 392.0353506 64.37121648 1.544724965
2008M03 374.9461984 60.04994913 1.524823695
2008M04 385.6564409 57.93891567 1.515627645
2008M05 391.1421222 58.74425844 1.484112676
2008M06 402.9200415 60.6417875 1.481338028
2008M07 402.6525387 64.20066799 1.46328169
2008M08 409.4216856 61.66967361 1.54571831
2008M09 399.6555597 58.59282051 1.716549296
2008M10 374.9318585 53.1552708 2.031253521
2008M11 356.5732698 51.26120396 2.148070423
2008M12 331.6702877 52.26744536 2.102943662
2009M01 318.3219553 53.51518091 2.077862416
2009M02 318.5944347 51.61616295 2.170135828
2009M03 336.4111506 53.34006636 2.119274707
2009M04 339.7453826 56.70416105 1.977895934
2009M05 332.7208205 59.3730699 1.846998513
2009M06 335.4815583 62.46188591 1.755436707
2009M07 328.8598651 61.67943115 1.752587362
2009M08 330.1979286 63.70167167 1.688548785
2009M09 319.204232 65.09984727 1.63562401
2009M10 315.6329545 68.257728 1.552525027
2009M11 312.4918805 68.77703138 1.53056338
2009M12 313.3419133 67.95652678 1.563344121
2010M01 317.9896921 69.24066129 1.541673301
2010M02 313.4367479 68.0034971 1.589189191
2010M03 313.9432932 70.17911863 1.544338028
2010M04 324.1349912 71.48210865 1.522098592
2010M05 316.3775211 68.44256759 1.616241503
2010M06 311.8322607 69.07075874 1.652112676
2010M07 303.7380346 71.19251617 1.610985915
2010M08 297.3624674 72.39672397 1.564929577
2010M09 294.6279343 75.71588995 1.505070423
2010M10 290.293893 79.13520933 1.436478873
2010M11 293.7993504 79.67125458 1.422394366
2010M12 296.6899311 79.93055556 1.41971831
2011M01 294.7869683 80.64291401 1.415211268
2011M02 295.9526941 82.16843167 1.396478873
2011M03 294.7729566 85.05201495 1.394507042
2011M04 301.8287825 88.80067746 1.33056338
2011M05 295.3243664 91.31038906 1.317746479
2011M06 293.545355 94.41647682 1.328396689
2011M07 290.036049 96.78248714 1.308291635
2011M08 283.5527993 97.47872676 1.340704225
2011M09 279.467525 98.65874885 1.375633803
2011M10 278.9012369 102.4678794 1.391985504
2011M11 281.1923693 94.6358218 1.394225352
2011M12 280.542719 87.71255061 1.391549296
2012M01 276.4055143 89.64801163 1.356478873
2012M02 282.476796 89.21530314 1.313170784
2012M03 296.2996206 87.40115973 1.335915493
2012M04 293.1589119 86.03272114 1.361912218
2012M05 285.7743589 84.33489783 1.409203941
2012M06 283.2110115 84.62042 1.411273251
2012M07 281.0282868 86.60224236 1.368406164
2012M08 279.1407084 88.01896522 1.345420671
2012M09 278.0805591 87.94913365 1.354976555
2012M10 281.084693 87.65996961 1.36747982
2012M11 286.6438417 89.14277614 1.352949045
2012M12 297.1678623 89.986529 1.346210888
2013M01 316.6193182 91.20495043 1.341970645
2013M02 330.3762805 90.241404 1.364883619
2013M03 333.2926197 88.6786642 1.363047589
2013M04 343.2870696 87.41409432 1.356502812
2013M05 354.0525394 83.47533652 1.41983407
2013M06 342.3535389 80.6675091 1.492651156
2013M07 349.6338111 79.66950261 1.535569122
2013M08 344.6797915 79.11132009 1.557619718
2013M09 349.8227395 81.09774929 1.518077593
2013M10 346.606353 81.20588266 1.479633318
2013M11 352.5571271 80.3395 1.509439387
2013M12 366.2362949 77.52874214 1.567978235
2014M01 367.7633576 76.39892717 1.589322517
2014M02 361.9915364 77.3595108 1.570862141
2014M03 363.5063089 78.45590271 1.552679877
2014M04 364.5773428 80.76573904 1.512285364
2014M05 361.8717504 81.37155827 1.51296938
2014M06 361.9550043 82.0601151 1.50370696
2014M07 364.2301731 82.433584 1.499628092
2014M08 362.9177154 81.97250914 1.513905001
2014M09 374.1739747 80.50478891 1.554277233
2014M10 374.1736968 78.38312361 1.603356061
2014M11 399.7537825 77.8185486 1.628200829
2014M12 408.4985811 74.5520513 1.708608676
2015M01 402.2668876 73.645296 1.74724067
2015M02 401.4711164 71.26933765 1.808058826
2015M03 402.877672 70.91771386 1.821790016
2015M04 396.7428257 72.19004509 1.823044073
2015M05 399.7567853 76.170132 1.782333309
2015M06 409.5817434 75.44616045 1.823891805
2015M07 407.2409653 75.12208 1.897381053
2015M08 407.4794606 74.70261473 1.931225649
2015M09 398.2635794 74.31163764 1.99521381
2015M10 397.3275785 74.02495909 1.955564247
2015M11 403.3584012 73.09971586 1.968563171
2015M12 401.6333608 74.07619809 1.942993582
2016M01 389.9136273 71.913699 2.003771097
2016M02 383.8517794 72.65521862 1.975954144
2016M03 375.5354424 75.95467474 1.88196003
2016M04 364.6213391 77.55442159 1.83841826
Arbitrage Assignment working (2) (1).pdf
Arbitrage Assignment working (2) (1).pdf
Arbitrage Assignment working (2) (1).pdf

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Arbitrage Assignment working (2) (1).pdf

  • 1. VALUES ARE MEASURE PER UNIT LOCAL CURRENCIES FIND 1 POSSIBILITIES OF ARBITRAGE DURING ANY GIVEN MONTH 2 DRAW GRAPHS TO SHOW VARIATION IN CROSS EXCHNAGE RATE OF ANY THREE COUNTRIE 3 DRAW GRAPH TO SHOW ALL THESE CURRENCIES'EXCHANGE RATES AND MENTION IMPOR 4 IN WHICH PAIRS OF COUNTRIES FUTURE/SWAB/OPTIONS ARE BETTER AS HEDGING STRETE
  • 2. NGE RATES AND MENTION IMPORTANT CHANGES AND HIGH / LOW VOLATILITY PATTERNS
  • 3. 1 Possibilities For Arbitrage Example a. Sell USD to buy Japanese Currency 10,000,000.00 $ USD/JPY Bid x 0.00799936 79,993.60 JPY b. Sell JPY to buy KUD 79,993.60 JPY 0.002484 JPY JPY/KWD Bid x 0.002484 KWD 198.67 c. Sell KWD to buy USD KWD 198.67 KWD/USD Bid x 3.22 61.6812 12,254.18 $ Arbitrage Profit 12,254.18 $ - 10,000,000.00 $ (9,987,745.82) $ In general, arbitrage involves simultaneously buying and selling equivalent financial instruments assured. In triangular arbitrage, a base currency is exchanged for second currency, and then the prior to converting back to the base currency. In the given data I am using USD as a base currency. Suppose I have the abiliity to make a leveraged trade with $10,000,000/-. In the instant case, I am taking the example of three currencies, including USD, Japanese Yen ( order to check the possibility of triangular arbitrage in the first month of 1993 as per given data. In the above example, it is evidant that there is a possibility of arbitrage in the above mentioned
  • 4. alent financial instruments in different markets such that a profit is cond currency, and then the second currency exchanged for a third 00/-. ding USD, Japanese Yen (JPY) & KUWAITIAN DINAR (KWD) in of 1993 as per given data. . ge in the above mentioned currencies in the first month of 1993.
  • 5. PERIOD US/JAPAN US/KUWAIT JAPAN/KUWAIT US/KENYA US/AUSTRALIAKENYA/AUSTRALIAN 1993M01 0.00799936 3.220912742 402.6463019 0.027603721 0.673977071 24.41616736 1993M02 0.008267196 3.258846955 394.1901276 0.027354842 0.681236035 24.90367322 1993M03 0.008541898 3.282595351 384.2934378 0.023190718 0.707328632 30.50050574 1993M04 0.008893237 3.322711731 373.6223206 0.019275436 0.711779235 36.9267508 1993M05 0.009057733 3.325330372 367.1261165 0.016087361 0.697870796 43.38006741 1993M06 0.009316192 3.322546134 356.642102 0.015587833 0.677474646 43.46175994 1993M07 0.009282465 3.31693661 357.333581 0.01530613 0.677470056 44.2613544 1993M08 0.009642272 3.322777975 344.6053038 0.015285542 0.678541137 44.39104326 1993M09 0.00949803 3.339839452 351.6349633 0.015198423 0.652111537 42.90652633 1993M10 0.009352875 3.347280559 357.8878566 0.014711594 0.661629461 44.97333633 1993M11 0.009276222 3.348831951 361.0124899 0.014496619 0.672802627 46.41100167 1993M12 0.00911585 3.35311616 367.8336237 0.014617126 0.672802627 46.02837881 1994M01 0.008967806 3.353348015 373.9318036 0.014721578 0.695603784 47.25062604 1994M02 0.009415262 3.366302564 357.5367795 0.014835607 0.716081032 48.26772838 1994M03 0.009511252 3.361025495 353.3736159 0.015140229 0.711672858 47.00542295 1994M04 0.009659364 3.361436624 347.9977351 0.015929299 0.716481217 44.97882798 1994M05 0.009640413 3.361556175 348.694222 0.017227864 0.724039562 42.02723837 1994M06 0.009734815 3.368471771 346.0231974 0.017801703 0.73330449 41.19293974 1994M07 0.01015253 3.375349344 332.4638771 0.017867129 0.734926654 41.13288944 1994M08 0.010015241 3.357525198 335.2415716 0.018007668 0.740444563 41.11829342 1994M09 0.010120741 3.362321815 332.220898 0.019356924 0.74142175 38.30266319 1994M10 0.010160381 3.36715007 331.3999943 0.023594755 0.738219857 31.28745543 1994M11 0.010208613 3.455496659 338.4883584 0.022989034 0.753835136 32.79107459 1994M12 0.009987665 3.334422689 333.8540701 0.022131483 0.773933906 34.96981658 1995M01 0.010025539 3.343902406 333.5384149 0.022482924 0.765790602 34.06098756 1995M02 0.010178842 3.351288644 329.2406503 0.022485502 0.745289769 33.14534641 1995M03 0.011014594 3.385283785 307.3453109 0.022656009 0.735732311 32.47404704 1995M04 0.011952072 3.42696569 286.7256518 0.022734713 0.736062654 32.37615746 1995M05 0.011751297 3.376028503 287.2898637 0.019272762 0.727833821 37.76489512 1995M06 0.011830184 3.346298455 282.8610691 0.018649514 0.719564232 38.58353781 1995M07 0.011465072 3.33503409 290.8864424 0.017670467 0.72684455 41.13329602 1995M08 0.010576658 3.310104345 312.9631498 0.017953515 0.741185452 41.28358497 1995M09 0.009951487 3.32751019 334.3731803 0.018039959 0.754181939 41.80619033 1995M10 0.009934949 3.335577065 335.7417423 0.018013247 0.758029427 42.08177621 1995M11 0.009811857 3.334408124 339.8345733 0.018006338 0.745867892 41.42251924 1995M12 0.009821736 3.338829492 339.9428913 0.017920794 0.7415757 41.3807398 1996M01 0.0094486 3.341575664 353.6583002 0.017632175 0.741982875 42.08118777 1996M02 0.009458456 3.347773396 353.9450162 0.017154277 0.755520969 44.04271716 1996M03 0.009450292 3.346041487 354.0675367 0.017119623 0.771426367 45.06094268 1996M04 0.0093055 3.336767646 358.5801627 0.017130944 0.786843969 45.93115115 1996M05 0.009394434 3.333622358 354.8507989 0.017171332 0.796971508 46.41291094 1996M06 0.00918628 3.33628027 363.1807642 0.017245512 0.79152749 45.89759217 1996M07 0.009147167 3.338880327 365.0179498 0.017448962 0.789272212 45.23319048 1996M08 0.009280586 3.342328654 360.1419955 0.017546415 0.782974992 44.62307584 1996M09 0.00911201 3.336399484 366.1540622 0.017721824 0.792933378 44.74332747 1996M10 0.008899891 3.335496959 374.7795403 0.017903212 0.791834602 44.22863432
  • 6. 1996M11 0.00890813 3.347750981 375.8084819 0.017977948 0.796140312 44.28426986 1996M12 0.00879007 3.336180207 379.5396739 0.018131906 0.797804442 44.00003191 1997M01 0.008473291 3.322822139 392.152491 0.018268778 0.779058897 42.64428171 1997M02 0.008129525 3.299752849 405.8973843 0.018204955 0.7670241 42.13271051 1997M03 0.008153847 3.295729065 404.1931231 0.018218387 0.788823942 43.29823067 1997M04 0.007967613 3.291985989 413.1709067 0.018389993 0.778973936 42.35857728 1997M05 0.008403967 3.302760778 393.0002279 0.018604893 0.775265916 41.67000031 1997M06 0.008756203 3.306747087 377.6462244 0.01843821 0.753437559 40.86283669 1997M07 0.008683743 3.304365066 380.5231471 0.017433904 0.742522795 42.59073629 1997M08 0.008481694 3.279501733 386.6564355 0.014898778 0.741223909 49.75065228 1997M09 0.008281916 3.283137984 396.4225287 0.015682289 0.723657073 46.14486167 1997M10 0.008260429 3.290772673 398.3779452 0.015965489 0.721240534 45.17497295 1997M11 0.007982509 3.298882009 413.2637819 0.015641937 0.69540062 44.45744844 1997M12 0.007729075 3.282455277 424.68925 0.015860126 0.662089422 41.74553255 1998M01 0.007724834 3.273172424 423.720746 0.016349433 0.654356048 40.0231642 1998M02 0.00793641 3.278559532 413.1036156 0.016524228 0.673346262 40.74903038 1998M03 0.00777053 3.275442507 421.5211181 0.016631989 0.669900051 40.27780755 1998M04 0.007594771 3.275004842 431.2183811 0.01677523 0.652971674 38.92475154 1998M05 0.00740758 3.270506896 441.5081615 0.015973548 0.631241399 39.51792094 1998M06 0.007114031 3.26281988 458.6457157 0.016523654 0.603132671 36.50116706 1998M07 0.007105622 3.261142509 458.9524558 0.016853005 0.618176873 36.68051383 1998M08 0.006913 3.257413874 471.2011974 0.016842389 0.590287411 35.04772474 1998M09 0.007429779 3.287332593 442.4536322 0.016664334 0.588886533 35.33813865 1998M10 0.008244147 3.316716583 402.311652 0.016702633 0.617920943 36.99542121 1998M11 0.008293141 3.305861623 398.6259847 0.016770195 0.634171708 37.8154053 1998M12 0.008501774 3.313200121 389.7069143 0.016223232 0.618379475 38.11691082 1999M01 0.008835401 3.313298919 375.0026506 0.016180628 0.630799412 38.98485451 1999M02 0.008571763 3.297000389 384.6350221 0.015992324 0.639934471 40.01510245 1999M03 0.008348862 3.283317464 393.2652921 0.015622242 0.630036353 40.32944601 1999M04 0.00834688 3.276776177 392.5749563 0.015232107 0.641827926 42.1365168 1999M05 0.008189077 3.271544758 399.501024 0.014530829 0.662133261 45.56748131 1999M06 0.008271174 3.265039589 394.7492286 0.013586107 0.655918351 48.27860788 1999M07 0.008343366 3.261323315 390.8881888 0.013680171 0.657773568 48.08226116 1999M08 0.008817988 3.282218254 372.2184841 0.013438313 0.645302841 48.01963011 1999M09 0.009296143 3.290003981 353.9106632 0.013213408 0.648765076 49.09899506 1999M10 0.009436366 3.302651699 349.9919085 0.013232554 0.651495508 49.23429733 1999M11 0.009527802 3.290231303 345.3295167 0.01337104 0.639537486 47.83004931 1999M12 0.009738995 3.287278561 337.5377626 0.013523857 0.640430369 47.35559896 2000M01 0.009509081 3.285820371 345.5455119 0.014148154 0.657635144 46.48204656 2000M02 0.009148334 3.266756829 357.087621 0.013657601 0.629120741 46.06378026 2000M03 0.009371472 3.263814093 348.271223 0.013435334 0.609614845 45.37399871 2000M04 0.009480111 3.263196366 344.2150055 0.013447494 0.597839408 44.45731128 2000M05 0.009250009 3.249982125 351.3490676 0.013163108 0.578379035 43.93939744 2000M06 0.009413537 3.265050249 346.846288 0.012895671 0.593686735 46.03767536 2000M07 0.009268098 3.260004955 351.7447547 0.013087943 0.588706259 44.98080818 2000M08 0.009253001 3.249158468 351.1464331 0.013080804 0.581337891 44.44206096 2000M09 0.009367506 3.246163035 346.5343963 0.012788296 0.55365774 43.29409745
  • 7. 2000M10 0.009228092 3.256109275 352.8475001 0.012617246 0.527612606 41.81678125 2000M11 0.009183369 3.249285157 353.822784 0.012681182 0.522266847 41.18439676 2000M12 0.008912202 3.264666514 366.3142242 0.012701122 0.547546172 43.11006226 2001M01 0.008540055 3.271523352 383.0798775 0.01272174 0.555660514 43.67802807 2001M02 0.008617913 3.264922327 378.8530001 0.012779504 0.53490238 41.85627173 2001M03 0.008255982 3.252159434 393.9155024 0.012861323 0.504823589 39.25129613 2001M04 0.008075751 3.253482039 402.8705472 0.012903309 0.500981925 38.82584866 2001M05 0.008201427 3.250954155 396.3888401 0.012732398 0.519955908 40.837233 2001M06 0.008186433 3.246995717 396.6313394 0.012719394 0.518113239 40.73411465 2001M07 0.008022521 3.251704706 405.3220326 0.01265528 0.510131206 40.30975167 2001M08 0.008223184 3.270581771 397.726913 0.012672044 0.524785625 41.41286459 2001M09 0.008405109 3.278559532 390.0674728 0.012666894 0.506254778 39.96676437 2001M10 0.00824529 3.27549894 397.2569662 0.012663595 0.504851624 39.86637587 2001M11 0.008176073 3.260408855 398.7744123 0.012664753 0.516846615 40.80984696 2001M12 0.007851856 3.252138281 414.1871931 0.01270866 0.514096527 40.45245635 2002M01 0.007537798 3.252099995 431.4390003 0.012723148 0.516705075 40.61141712 2002M02 0.007489603 3.250000081 433.9348758 0.01277952 0.513044147 40.14580715 2002M03 0.007622213 3.254200929 426.936518 0.012811282 0.524680994 40.9546046 2002M04 0.007629372 3.260500278 427.3615314 0.012775651 0.53537203 41.90565674 2002M05 0.00790612 3.27740013 414.5396285 0.012768979 0.549734478 43.05234572 2002M06 0.008090779 3.294345848 407.172911 0.012712473 0.569586366 44.80531538 2002M07 0.008469864 3.320399271 392.0250982 0.012690806 0.554357527 43.68182095 2002M08 0.008402945 3.313118891 394.2806954 0.012689212 0.542093565 42.72082181 2002M09 0.008307948 3.312285964 398.6888316 0.012689212 0.547013035 43.10851098 2002M10 0.008073424 3.308366196 409.7847577 0.012606525 0.549661958 43.60138515 2002M11 0.008159935 3.31944698 406.7982274 0.012568261 0.561129441 44.64654456 2002M12 0.008178487 3.325640019 406.6326565 0.012573255 0.563177221 44.79168075 2003M01 0.008427813 3.343998459 396.7812677 0.012867115 0.582292486 45.25431624 2003M02 0.00838419 3.341198515 398.5117968 0.013013886 0.59407117 45.64902275 2003M03 0.00843622 3.336224728 395.4644025 0.013057791 0.602199232 46.11800295 2003M04 0.008347976 3.334567123 399.4461951 0.013217652 0.610012749 46.15136856 2003M05 0.008527711 3.349797588 392.8132103 0.013965037 0.646993744 46.32953979 2003M06 0.008455638 3.342190137 395.2617436 0.013564417 0.664345885 48.97710664 2003M07 0.00842518 3.334355869 395.7607666 0.01337841 0.661953557 49.47924114 2003M08 0.008415619 3.336999996 396.5245973 0.013164789 0.651003522 49.45035773 2003M09 0.008681309 3.361600019 387.2227062 0.012836278 0.661415031 51.52700888 2003M10 0.00912579 3.401395252 372.7233611 0.01286488 0.693654449 53.91845398 2003M11 0.009157835 3.393407966 370.5469495 0.013031438 0.715804242 54.92902801 2003M12 0.009264792 3.393281303 366.2555141 0.013154537 0.738427003 56.1347777 2004M01 0.009388613 3.393281303 361.4251781 0.013107105 0.768940938 58.66596437 2004M02 0.009385404 3.393281303 361.5487615 0.01309077 0.777713832 59.40932634 2004M03 0.00920615 3.393281303 368.5885307 0.01294299 0.749782563 57.92962541 2004M04 0.009323636 3.393281303 363.9439769 0.012835339 0.74580114 58.1052922 2004M05 0.00888717 3.393281303 381.8179844 0.012619491 0.705447465 55.90142077 2004M06 0.009135188 3.393281303 371.4517136 0.012614986 0.694169669 55.02738499 2004M07 0.009143793 3.393281303 371.1021717 0.012501485 0.716388827 57.30430048 2004M08 0.009061665 3.393281303 374.4655582 0.012372298 0.70989451 57.37774003
  • 8. 2004M09 0.009090207 3.393281303 373.2897862 0.012388426 0.701350802 56.61339057 2004M10 0.009180713 3.393281303 369.6097727 0.012315028 0.732820847 59.50622531 2004M11 0.009533161 3.393281303 355.9450288 0.012314597 0.768881815 62.43661942 2004M12 0.009630554 3.393281303 352.3454021 0.012535344 0.767754319 61.24716936 2005M01 0.009620565 3.424657534 355.9726027 0.012822765 0.765679196 59.71248746 2005M02 0.009534611 3.424657534 359.1816781 0.012997461 0.780743736 60.06894358 2005M03 0.009495528 3.424657534 360.6600342 0.013368482 0.784775358 58.70340163 2005M04 0.009314499 3.424657534 367.6695205 0.013132593 0.772678102 58.83667425 2005M05 0.009353432 3.424657534 366.1391438 0.013089588 0.766183716 58.53383084 2005M06 0.009205406 3.424657534 372.0267808 0.013041096 0.766630124 58.78571264 2005M07 0.008933756 3.424657534 383.3390411 0.013117567 0.752445448 57.36166111 2005M08 0.00903165 3.424657534 379.1840411 0.013191124 0.761226183 57.70745482 2005M09 0.009004345 3.424657534 380.3339041 0.013494669 0.765280743 56.70985556 2005M10 0.008709512 3.424657534 393.2089041 0.013566949 0.754284335 55.59719558 2005M11 0.008445447 3.424657534 405.5034247 0.01338014 0.754284335 56.37342518 2005M12 0.008428962 3.424657534 406.2964726 0.013678637 0.741900303 54.23788168 2006M01 0.0086616 3.424657534 395.3839384 0.013847665 0.74912 54.09720533 2006M02 0.008482807 3.424657534 403.7174658 0.013926887 0.741636198 53.25211593 2006M03 0.00852429 3.424657534 401.7528082 0.013834804 0.727749072 52.60277487 2006M04 0.008539309 3.424657534 401.0462329 0.014024551 0.73505 52.41165929 2006M05 0.008959962 3.446674941 384.6751871 0.013934563 0.763323817 54.77917042 2006M06 0.008731059 3.458532199 396.1182818 0.013623 0.740461011 54.35373954 2006M07 0.008645135 3.458532199 400.0553365 0.013576454 0.751433359 55.34827684 2006M08 0.008629585 3.458532199 400.7761984 0.013723088 0.762956916 55.59659305 2006M09 0.008546388 3.458532199 404.6776648 0.013723801 0.756624245 55.13226432 2006M10 0.008427609 3.458532199 410.3811994 0.013833351 0.75359086 54.47637907 2006M11 0.008521735 3.458532199 405.8483779 0.014058945 0.772141147 54.92169748 2006M12 0.008537522 3.458532199 405.0978765 0.014362294 0.786120261 54.73500565 2007M01 0.008293358 3.458532199 417.0243481 0.014310246 0.784037007 54.78850602 2007M02 0.008302454 3.458532199 416.567476 0.014363689 0.782282858 54.46253256 2007M03 0.008526915 3.458532199 405.6018192 0.014432097 0.791740562 54.85970357 2007M04 0.008412552 3.458532199 411.1157225 0.014581511 0.82515059 56.58882746 2007M05 0.008282978 3.463876445 418.1921405 0.014883167 0.825416216 55.45971556 2007M06 0.008155403 3.471498993 425.6686107 0.015021782 0.841892575 56.04478868 2007M07 0.008224457 3.492341992 424.6288688 0.014909796 0.867520886 58.18462579 2007M08 0.008567193 3.549066915 414.2625287 0.01493652 0.829462508 55.53251493 2007M09 0.008694518 3.561707654 409.6498058 0.014920919 0.845208513 56.64587454 2007M10 0.008639954 3.587505722 415.2227913 0.014961101 0.899078445 60.09440324 2007M11 0.008991997 3.628369349 403.5109553 0.015269507 0.898222418 58.82458614 2007M12 0.008909083 3.64919154 409.6035044 0.015797788 0.872714579 55.24283283 2008M01 0.009288773 3.661599379 394.1962185 0.014688602 0.881655396 60.02309937 2008M02 0.009331492 3.658274706 392.0353506 0.014184397 0.9130669 64.37121648 2008M03 0.009921619 3.720073404 374.9461984 0.015403574 0.924983813 60.04994913 2008M04 0.00975714 3.762903938 385.6564409 0.016061677 0.93059614 57.93891567 2008M05 0.009602597 3.75597999 391.1421222 0.016155089 0.949018715 58.74425844 2008M06 0.00935412 3.768962593 402.9200415 0.015678896 0.950796292 60.6417875 2008M07 0.009362261 3.76973835 402.6525387 0.014992504 0.962528756 64.20066799
  • 9. 2008M08 0.009150845 3.746554575 409.4216856 0.014775414 0.911194941 61.66967361 2008M09 0.009367857 3.743916136 399.6555597 0.014003641 0.820512821 58.59282051 2008M10 0.009966747 3.736850956 374.9318585 0.013044613 0.693389914 53.1552708 2008M11 0.010343795 3.688320674 356.5732698 0.012790995 0.655681811 51.26120396 2008M12 0.010950324 3.631897063 331.6702877 0.012813942 0.669751991 52.26744536 2009M01 0.011051895 3.518060845 318.3219553 0.012666244 0.677836364 53.51518091 2009M02 0.010810564 3.444185595 318.5944347 0.012573871 0.649015 51.61616295 2009M03 0.010187034 3.42703181 336.4111506 0.012459507 0.664590909 53.34006636 2009M04 0.01010067 3.431655997 339.7453826 0.012558081 0.712095455 56.70416105 2009M05 0.010383737 3.454885415 332.7208205 0.012843565 0.762561905 59.3730699 2009M06 0.01036084 3.47587068 335.4815583 0.012845215 0.802336364 62.46188591 2009M07 0.010582469 3.480149229 328.8598651 0.013029316 0.803640797 61.67943115 2009M08 0.010544286 3.481701396 330.1979286 0.013094147 0.834119048 63.70167167 2009M09 0.010929779 3.488831726 319.204232 0.013227513 0.861109091 65.09984727 2009M10 0.01107554 3.495805558 315.6329545 0.013290803 0.9072 68.257728 2009M11 0.011211953 3.503644316 312.4918805 0.013379716 0.920217171 68.77703138 2009M12 0.01116558 3.498644275 313.3419133 0.013257325 0.900921739 67.95652678 2010M01 0.010969856 3.48830111 317.9896921 0.013194353 0.913585714 69.24066129 2010M02 0.011076196 3.471687004 313.4367479 0.013032712 0.88627 68.0034971 2010M03 0.011047563 3.468308333 313.9432932 0.012995452 0.912009339 70.17911863 2010M04 0.010709264 3.471247139 324.1349912 0.012944984 0.92533474 71.48210865 2010M05 0.010897365 3.447681434 316.3775211 0.012732366 0.871435798 68.44256759 2010M06 0.010998511 3.429690488 311.8322607 0.012342631 0.852514919 69.07075874 2010M07 0.011401599 3.46309912 303.7380346 0.012280486 0.87427872 71.19251617 2010M08 0.011699519 3.478997812 297.3624674 0.012431626 0.900009 72.39672397 2010M09 0.011850405 3.491460412 294.6279343 0.012359412 0.935803856 75.71588995 2010M10 0.012214934 3.545920737 290.293893 0.012390038 0.980488283 79.13520933 2010M11 0.012124739 3.562240535 293.7993504 0.012428536 0.990197049 79.67125458 2010M12 0.011986743 3.556345855 296.6899311 0.012411568 0.992063492 79.93055556 2011M01 0.012104911 3.568369969 294.7869683 0.012341108 0.99522293 80.64291401 2011M02 0.012121535 3.587401048 295.9526941 0.012274457 1.008572869 82.16843167 2011M03 0.012225895 3.603863342 294.7729566 0.011875074 1.00999899 85.05201495 2011M04 0.011998032 3.621351488 301.8287825 0.011920372 1.058537102 88.80067746 2011M05 0.012306602 3.634439366 295.3243664 0.01170549 1.068832835 91.31038906 2011M06 0.01242054 3.645991706 293.545355 0.011229646 1.060263636 94.41647682 2011M07 0.012594876 3.652968037 290.036049 0.011123471 1.076557143 96.78248714 2011M08 0.012949867 3.671971074 283.5527993 0.010777023 1.050530518 97.47872676 2011M09 0.013014479 3.637124126 279.467525 0.01037775 1.023855841 98.65874885 2011M10 0.013025582 3.632851 278.9012369 0.009874593 1.011828571 102.4678794 2011M11 0.01289002 3.6245752 281.1923693 0.010674637 1.010203051 94.6358218 2011M12 0.012843796 3.603233542 280.542719 0.011539349 1.012145749 87.71255061 2012M01 0.012990674 3.590693927 276.4055143 0.011582117 1.038313778 89.64801163 2012M02 0.012756404 3.60338805 282.476796 0.012022121 1.072557143 89.21530314 2012M03 0.012130805 3.59435284 296.2996206 0.012062726 1.054296257 87.40115973 2012M04 0.01227152 3.597505346 293.1589119 0.012020676 1.034171429 86.03272114 2012M05 0.012544612 3.584928387 285.7743589 0.01185115 0.999465487 84.33489783 2012M06 0.012606934 3.570422477 283.2110115 0.011793844 0.998 84.62042
  • 10. 2012M07 0.012660952 3.55808575 281.0282868 0.011884954 1.029263636 86.60224236 2012M08 0.012712169 3.548483822 279.1407084 0.011893435 1.046847826 88.01896522 2012M09 0.012792995 3.557483237 278.0805591 0.011818934 1.039465 87.94913365 2012M10 0.012663255 3.559447218 281.084693 0.011749501 1.02996087 87.65996961 2012M11 0.012377463 3.547923578 286.6438417 0.01167815 1.041022727 89.14277614 2012M12 0.011964903 3.555584632 297.1678623 0.011626555 1.046233333 89.986529 2013M01 0.011215792 3.551136364 316.6193182 0.01150748 1.04953913 91.20495043 2013M02 0.010733517 3.546099291 330.3762805 0.011435106 1.03192 90.241404 2013M03 0.010549812 3.516174402 333.2926197 0.011652296 1.03331 88.6786642 2013M04 0.010235467 3.513703443 343.2870696 0.011877895 1.038295455 87.41409432 2013M05 0.009892958 3.50262697 354.0525394 0.011883541 0.991982609 83.47533652 2013M06 0.010274207 3.517411185 342.3535389 0.011697275 0.94359 80.6675091 2013M07 0.01002501 3.505082369 349.6338111 0.011512779 0.917217391 79.66950261 2013M08 0.010217636 3.521812522 344.6797915 0.011429878 0.904232713 79.11132009 2013M09 0.010072635 3.523636731 349.8227395 0.011440339 0.927785714 81.09774929 2013M10 0.010222709 3.543255891 346.606353 0.011721955 0.95189172 81.20588266 2013M11 0.010021212 3.533049559 352.5571271 0.011614402 0.933095238 80.3395 2013M12 0.009670097 3.541540499 366.2362949 0.011586143 0.898259091 77.52874214 2014M01 0.009621398 3.53839763 367.7633576 0.011599582 0.886195652 76.39892717 2014M02 0.00978894 3.54351328 361.9915364 0.011590172 0.89661 77.3595108 2014M03 0.0097778 3.554291807 363.5063089 0.01156203 0.907109524 78.45590271 2014M04 0.009750028 3.554639249 364.5773428 0.011531365 0.931339242 80.76573904 2014M05 0.009824148 3.555081545 361.8717504 0.011440339 0.930918182 81.37155827 2014M06 0.009798889 3.546757076 361.9550043 0.011414222 0.936652381 82.0601151 2014M07 0.009729519 3.543784521 364.2301731 0.011393415 0.9392 82.433584 2014M08 0.009712779 3.524939653 362.9177154 0.01134945 0.930342857 81.97250914 2014M09 0.009324513 3.488989969 374.1739747 0.011256191 0.906177273 80.50478891 2014M10 0.009254001 3.462603878 374.1736968 0.011206993 0.87843913 78.38312361 2014M11 0.008604947 3.439860066 399.7537825 0.011116052 0.865035 77.8185486 2014M12 0.008381342 3.423766417 408.4985811 0.011057054 0.824326087 74.5520513 2015M01 0.00845253 3.400172797 402.2668876 0.010945709 0.8061 73.645296 2015M02 0.008434311 3.386132163 401.4711164 0.010930156 0.778985 71.26933765 2015M03 0.008306557 3.346526456 402.877672 0.010901559 0.773113636 70.91771386 2015M04 0.008364734 3.318648315 396.7428257 0.010702055 0.772581818 72.19004509 2015M05 0.008285731 3.312277187 399.7567853 0.01037452 0.790228571 76.170132 2015M06 0.008080778 3.309739305 409.5817434 0.010235415 0.772222727 75.44616045 2015M07 0.008114029 3.304365066 407.2409653 0.009881423 0.742313043 75.12208 2015M08 0.008114656 3.306555743 407.4794606 0.009762765 0.729304059 74.70261473 2015M09 0.008313589 3.310999538 398.2635794 0.009499383 0.705914673 74.31163764 2015M10 0.008329037 3.309355946 397.3275785 0.009729519 0.720227273 74.02495909 2015M11 0.008161071 3.291836443 403.3584012 0.009787609 0.715471429 73.09971586 2015M12 0.008201831 3.294128808 401.6333608 0.009785693 0.724886957 74.07619809 2016M01 0.008452649 3.295802927 389.9136273 0.009774216 0.7029 71.913699 2016M02 0.008688614 3.335139867 383.8517794 0.009810654 0.712795238 72.65521862 2016M03 0.008844043 3.321251727 375.5354424 0.009853188 0.748395652 75.95467474 2016M04 0.009093783 3.315787292 364.6213391 0.009878495 0.766120928 77.55442159 2016M05 0.009169078 3.31645039 361.6994494 0.009927529 0.732231818 73.75771105
  • 11. 2016M06 0.009479408 3.3183 350.0535003 0.009886307 0.739704545 74.82111477 2016M07 0.009618062 3.3095 344.0921987 0.009868746 0.752590476 76.25999295 2016M08 0.009874681 3.3168 335.8893207 0.00986096 0.762491304 77.32424317 2016M09 0.009809287 3.316167744 338.0641026 0.009874593 0.759477273 76.91226341 2016M10 0.009632287 3.305670382 343.1864349 0.00986972 0.761672633 77.17267119 2016M11 0.009291569 3.293794623 354.4928164 0.00982801 0.753568182 76.6755625 2016M12 0.008628165 3.273215279 379.3640143 0.009791442 0.734718182 75.03676791 2017M01 0.008714597 3.27355066 375.6399382 0.009638554 0.744718182 77.26451136 2017M02 0.008843955 3.277704139 370.6151823 0.009648784 0.766704876 79.46129335 2017M03 0.008848419 3.277054295 370.3548016 0.009722897 0.762352174 78.40792109 2017M04 0.009085788 3.280726878 361.0833616 0.009678162 0.75399 77.90631835 2017M05 0.008908101 3.289087433 369.2242997 0.009684123 0.743352174 76.75988351 2017M06 0.009016652 3.296348305 365.5845055 0.009662704 0.755781818 78.21638941 2017M07 0.008897297 3.302717145 371.2045479 0.009626761 0.779304762 80.95191868 2017M08 0.009097977 3.313858889 364.2412935 0.009656639 0.791795652 81.99495302 2017M09 0.009031534 3.31807021 367.3872118 0.00969744 0.79722381 82.20971924 2017M10 0.008852952 3.31005263 373.8925116 0.00967229 0.77905 80.54452163 2017M11 0.00884997 3.307742433 373.7574857 0.009655192 0.7625 78.97305291 2017M12 0.008853514 3.312272799 374.1195565 0.009699762 0.764504762 78.81685439 2018M01 0.009027353 3.325520998 368.3827411 0.009716474 0.794319048 81.74972173 2018M02 0.009267793 3.335495228 359.9017882 0.009861914 0.78797 79.90031122 2018M03 0.00943392 3.336670003 353.6886092 0.009883304 0.776571429 78.57407238 2018M04 0.009300472 3.333280424 358.399073 0.009939273 0.769763158 77.4466291 2018M05 0.009115646 3.313609467 363.507929 0.009934147 0.752691304 75.76808304 2018M06 0.009088824 3.307875663 363.9498074 0.009900672 0.749395 75.69132725 2018M07 0.00897517 3.304665361 368.2008576 0.009933234 0.740568182 74.55458884 2018M08 0.009004283 3.300723409 366.5726014 0.009939095 0.732577273 73.70663435 2018M09 0.008932841 3.303782831 369.8468276 0.009917303 0.720295 72.63012599 2018M10 0.008867213 3.296448077 371.7569319 0.009893582 0.710281818 71.79218318 2018M11 0.008819625 3.291639236 373.2175774 0.009769764 0.724627273 74.17039561 2018M12 0.008883142 3.292053564 370.5956143 0.009775954 0.718626316 73.50958381 2019M01 0.009180957 3.299733664 359.4106571 0.009844027 0.714409524 72.57289458 2019M02 0.009062258 3.295627478 363.6651686 0.009976685 0.7144 71.60695131 2019M03 0.008992321 3.29416932 366.3313934 0.009963964 0.708080952 71.06418489 2019M04 0.008955453 3.287980084 367.1483818 0.009894557 0.711526316 71.91088146 2019M05 0.009103046 3.290272544 361.4474066 0.009886242 0.694891304 70.28872045 2019M06 0.009254375 3.295741284 356.127916 0.009833919 0.694891304 70.6627031 2019M07 0.009238688 3.292967046 356.4323211 0.009693946 0.698704348 72.07635748 2019M08 0.00940974 3.291895872 349.8391797 0.009680737 0.67717619 69.95089417 2019M09 0.009303864 3.2917205 353.8014343 0.009633894 0.680804762 70.66766036 2019M10 0.009248697 3.29315682 356.0670926 0.009646296 0.679586364 70.45049956 2019M11 0.00919174 3.294289898 358.3967789 0.009766817 0.682928571 69.92335408 2019M12 0.009161306 3.296716235 359.8521931 0.009852113 0.68769 69.80126953 2020M01 0.009150409 3.295513394 360.149314 0.009892068 0.687033333 69.45295283 2020M02 0.009093097 3.283128822 361.057264 0.009921144 0.667355 67.26593359 2020M03 0.009320285 3.255249089 349.2649755 0.009639467 0.622922727 64.62211316 2020M04 0.009265265 3.236736965 349.3410206 0.00939746 0.629785 67.01651182
  • 12. 2020M05 0.00932038 3.238229614 347.4353698 0.009374206 0.650957143 69.44130788 2020M06 0.009297569 3.249566724 349.507149 0.009398202 0.689204762 73.33368421 2020M07 0.009372302 3.257573859 347.5745582 0.009322563 0.702847826 75.39212725 2020M08 0.00943027 3.271501947 346.9149737 0.009247403 0.71992 77.85104916 2020M09 0.009461583 3.269977519 345.6057406 0.009224423 0.723786364 78.46413148 2020M10 0.009503682 3.269699942 344.0456129 0.009204867 0.712738095 77.43056896 2020M11 0.009576116 3.272585957 341.7446011 0.726471429 #DIV/0!
  • 13. US/JORDAN US/BHUTAN KUWAIT/BHUTAN 1.451294555 0.038167939 2.15332927 0.002484 1.446298921 0.038167939 2.123051112 1.446905792 0.031989763 2.045592002 1.458406254 0.031941738 2.048958698 1.458214853 0.031922772 2.08951981 1.444794406 0.031844091 2.132617679 1.434802571 0.03187759 2.117883379 1.440175125 0.031874542 2.122458091 1.448225923 0.031877112 2.220825489 1.440361819 0.03187759 2.17699166 1.427042455 0.03187759 2.121041741 1.42411598 0.031877153 2.116692063 1.41719339 0.03187759 2.037357218 1.424744971 0.03187759 1.989642104 1.427062819 0.031874938 2.00522305 1.42069671 0.031877031 1.982880605 1.429837856 0.03187759 1.974806257 1.439345961 0.031877133 1.962821694 1.446863922 0.031877112 1.968718802 1.437029373 0.031876665 1.940765649 1.435214421 0.031877133 1.935759803 1.439014563 0.031877112 1.949303517 1.434802571 0.031856356 1.903337351 1.421989648 0.031859218 1.837352824 1.429715201 0.031874034 1.866979298 1.431045092 0.031869574 1.920119063 1.457725948 0.031596016 1.981326531 1.457725948 0.031832728 1.980437318 1.445086705 0.031830823 1.985462428 1.441171384 0.031845288 2.002839108 1.435750179 0.031868884 1.975319454 1.410755601 0.031655587 1.903377349 1.401266745 0.030063886 1.857995628 1.40559991 0.028934348 1.854281457 1.410437236 0.028779339 1.89100141 1.410437236 0.02861015 1.901946403 1.410437236 0.027959366 1.90090268 1.410437236 0.027314158 1.866840621 1.410437236 0.029031588 1.828349788 1.410437236 0.029206034 1.792524683 1.410437236 0.028581228 1.769746121 1.410437236 0.028580019 1.781918195 1.410437236 0.028154287 1.787009873 1.410437236 0.028017561 1.801382228 1.410437236 0.027986902 1.778758815 1.410437236 0.028056393 1.78122708 0 100 200 300 400 500 600 1993M01 1994M08 1996M03 1997M10 1999M05 2000M12 2002M07 Variation in Cross Exchange Rates KUWAIT/BHUTAN KENYA/AUSTRALIAN JAPAN/KUWAIT
  • 14. 1.410437236 0.027982736 1.771593794 1.410437236 0.027903086 1.767898449 1.410437236 0.0278766 1.810437236 1.410437236 0.027864079 1.838843441 1.410437236 0.027875862 1.788025388 1.410437236 0.027918105 1.810634697 1.410437236 0.027922938 1.819294781 1.410437236 0.027924786 1.872002821 1.410437236 0.027982916 1.899520451 1.410437236 0.027834994 1.902849083 1.410437236 0.02746103 1.949040903 1.410437236 0.027601778 1.955571227 1.410437236 0.026915995 2.028236953 1.410437236 0.025495031 2.130282087 1.410437236 0.025408118 2.155458392 1.410437236 0.025698359 2.094668547 1.410437236 0.025313835 2.105444288 1.410437236 0.025217952 2.160028209 1.410437236 0.024769698 2.23438646 1.410437236 0.023669911 2.338519041 1.410437236 0.023523633 2.281607898 1.410437236 0.023388366 2.389407616 1.410437236 0.023517841 2.395091678 1.410437236 0.023615539 2.282552891 1.410437236 0.023597628 2.224062059 1.410437236 0.023499509 2.280860367 1.410437236 0.023524984 2.235952045 1.410437236 0.023549293 2.20403385 1.410437236 0.023564526 2.238660085 1.410437236 0.023404952 2.197531735 1.410437236 0.023380355 2.130141044 1.410437236 0.02318181 2.150324401 1.410437236 0.02310196 2.14425952 1.410437236 0.023009182 2.185698166 1.410437236 0.022968346 2.17403385 1.410437236 0.023012841 2.164922426 1.410437236 0.023042595 2.205401975 1.410437236 0.022996552 2.202327221 1.410437236 0.022961111 2.14471086 1.410437236 0.022929017 2.241918195 1.410437236 0.022941794 2.313653032 1.410437236 0.022915282 2.35922426 1.410437236 0.022742546 2.438603667 1.410437236 0.022375895 2.375726375 1.410437236 0.022332345 2.395825106 1.410437236 0.021885755 2.426191819 1.410437236 0.021791715 2.547489422
  • 15. 1.410437236 0.0215732 2.673244006 1.410437236 0.021375619 2.700606488 1.410437236 0.021390132 2.575923836 1.410437236 0.021486893 2.538307475 1.410437236 0.021496644 2.636812412 1.410437236 0.021449791 2.793921016 1.410437236 0.021373915 2.815345557 1.410437236 0.021314113 2.712609309 1.410437236 0.021274215 2.7222567 1.410437236 0.021212588 2.764851904 1.410437236 0.021219565 2.68764457 1.410437236 0.020988121 2.786022567 1.410437236 0.020824448 2.793765867 1.41064 0.020834475 2.729320378 1.410636197 0.020869394 2.743913105 1.410441214 0.020688638 2.7296833 1.410437236 0.020537465 2.749153738 1.410437236 0.020517265 2.688180536 1.410437236 0.020441746 2.634499295 1.410437236 0.020408163 2.565669958 1.410437236 0.020424374 2.476248237 1.410437236 0.020506969 2.544273625 1.410437236 0.020581807 2.601833568 1.410437236 0.02064234 2.578434415 1.410437236 0.020674211 2.566008463 1.410437236 0.020671835 2.513568406 1.410437236 0.020773825 2.504428773 1.410437236 0.02086376 2.422214386 1.410437236 0.020948643 2.374188999 1.410437236 0.020986848 2.342143865 1.410437236 0.021107066 2.312143865 1.410437236 0.021239016 2.179985896 1.410437236 0.021405255 2.123046544 1.410437236 0.021631177 2.130719323 1.410437236 0.02177084 2.166558533 1.410437236 0.021811678 2.132454161 1.410437236 0.022032741 2.033342736 1.410437236 0.0219674 1.970423131 1.410437236 0.021935597 1.910056417 1.410437236 0.021999441 1.83425952 1.410437236 0.022089538 1.813568406 1.410437236 0.022213337 1.88112835 1.410437236 0.022762917 1.891170663 1.410437236 0.022099057 1.999351199 1.410437236 0.021974738 2.031833568 1.410437236 0.021719488 1.968815233 1.410437236 0.021579163 1.986826516
  • 16. 1.410437236 0.021694327 2.011029619 1.410437236 0.021842359 1.924668547 1.410437236 0.022160616 1.834400564 1.410437236 0.022737815 1.837094499 1.410437236 0.022854792 1.842073343 1.410437236 0.022893878 1.806530324 1.410437236 0.022888271 1.797249647 1.410437236 0.022861741 1.82538787 1.410437236 0.022994373 1.840860367 1.410437236 0.02294441 1.839788434 1.410437236 0.022969444 1.874471086 1.410437236 0.022922899 1.852849083 1.410437236 0.022771263 1.84303244 1.410437236 0.022312464 1.869901269 1.410437236 0.021869157 1.869901269 1.410437236 0.021910077 1.901114245 1.410437236 0.022524044 1.882792124 1.410437236 0.022558647 1.901791255 1.410437236 0.022481509 1.938081805 1.410437236 0.022247386 1.918831693 1.410437236 0.022022891 1.847757405 1.410437236 0.02171265 1.904809591 1.410437236 0.021525652 1.876995769 1.410437236 0.021488278 1.84864598 1.410437236 0.021683461 1.864118477 1.410437236 0.021993683 1.871622003 1.410437236 0.022296196 1.826657264 1.410437236 0.022403893 1.794174894 1.410437236 0.022556815 1.798942172 1.410437236 0.022645799 1.802976023 1.410437236 0.022713851 1.781438646 1.410437236 0.023725806 1.709308886 1.410437236 0.024520983 1.708758815 1.410437236 0.024525673 1.675317348 1.410437236 0.024743962 1.625825106 1.410437236 0.024497075 1.700423131 1.410437236 0.024789291 1.668744711 1.410437236 0.025309151 1.568758815 1.410440021 0.025357284 1.570256979 1.410440021 0.025355291 1.616152698 1.410440021 0.025397664 1.599763385 1.410437236 0.02516825 1.544724965 1.410437236 0.024779401 1.524823695 1.410437236 0.024986008 1.515627645 1.408450704 0.023738872 1.484112676 1.408450704 0.023353464 1.481338028 1.408450704 0.02334376 1.46328169
  • 17. 1.408450704 0.023289719 1.54571831 1.408450704 0.021947392 1.716549296 1.408450704 0.020552661 2.031253521 1.408450704 0.020406789 2.148070423 1.408450704 0.020561536 2.102943662 1.408450704 0.02047762 2.077862416 1.408450704 0.020299993 2.170135828 1.408450704 0.019520308 2.119274707 1.408450704 0.019975271 1.977895934 1.408450704 0.020604113 1.846998513 1.408450704 0.020933027 1.755436707 1.408450704 0.020627786 1.752587362 1.408450704 0.020688942 1.688548785 1.408450704 0.020644544 1.63562401 1.408450704 0.021403627 1.552525027 1.408450704 0.021473512 1.53056338 1.408450704 0.021445421 1.563344121 1.408450704 0.021758145 1.541673301 1.408450704 0.021585265 1.589189191 1.408450704 0.021979713 1.544338028 1.408450704 0.022472163 1.522098592 1.408450704 0.02182858 1.616241503 1.408450704 0.021475567 1.652112676 1.408450704 0.021350915 1.610985915 1.408450704 0.021474389 1.564929577 1.408450704 0.021711283 1.505070423 1.408450704 0.022516488 1.436478873 1.408450704 0.022214077 1.422394366 1.408450704 0.022143931 1.41971831 1.408450704 0.0220291 1.415211268 1.408450704 0.022008592 1.396478873 1.408450704 0.022227409 1.394507042 1.408450704 0.022538716 1.33056338 1.408450704 0.022269334 1.317746479 1.408450704 0.022295649 1.328396689 1.408450704 0.02251446 1.308291635 1.408450704 0.022085537 1.340704225 1.408450704 0.020991645 1.375633803 1.408450704 0.020301724 1.391985504 1.408450704 0.019668275 1.394225352 1.408450704 0.018987041 1.391549296 1.408450704 0.019475676 1.356478873 1.408450704 0.020340293 1.313170784 1.408450704 0.019871629 1.335915493 1.408450704 0.019303939 1.361912218 1.408450704 0.01835755 1.409203941 1.408450704 0.017847518 1.411273251
  • 18. 1.408450704 0.018019706 1.368406164 1.408450704 0.017998625 1.345420671 1.408450704 0.018313174 1.354976555 1.408450704 0.01885942 1.36747982 1.408450704 0.018256237 1.352949045 1.408450704 0.018298998 1.346210888 1.408450704 0.01841051 1.341970645 1.408450704 0.018596451 1.364883619 1.408450704 0.018380799 1.363047589 1.408450704 0.018390568 1.356502812 1.408450704 0.018178249 1.41983407 1.408450704 0.017124079 1.492651156 1.408450704 0.01672929 1.535569122 1.408450704 0.015820571 1.557619718 1.408450704 0.015685758 1.518077593 1.408450704 0.016229656 1.479633318 1.408450704 0.015966024 1.509439387 1.408450704 0.016152401 1.567978235 1.408450704 0.016109285 1.589322517 1.408450704 0.016063225 1.570862141 1.408450704 0.016389681 1.552679877 1.408450704 0.01656819 1.512285364 1.408450704 0.016861985 1.51296938 1.408450704 0.016741809 1.50370696 1.408450704 0.016650405 1.499628092 1.408450704 0.016421656 1.513905001 1.408450704 0.016429831 1.554277233 1.408450704 0.016302044 1.603356061 1.408450704 0.016206352 1.628200829 1.408450704 0.015935506 1.708608676 1.408450704 0.016070471 1.74724067 1.408450704 0.016119254 1.808058826 1.408450704 0.016012852 1.821790016 1.408450704 0.015935452 1.823044073 1.408450704 0.015673901 1.782333309 1.408450704 0.015659074 1.823891805 1.408450704 0.015714628 1.897381053 1.408450704 0.015367515 1.931225649 1.408450704 0.015101677 1.99521381 1.408450704 0.015370899 1.955564247 1.408450704 0.015124682 1.968563171 1.408450704 0.015016026 1.942993582 1.408450704 0.014869373 2.003771097 1.408450704 0.014654663 1.975954144 1.408450704 0.014920507 1.88196003 1.408450704 0.015044487 1.83841826 1.408450704 0.014946179 1.923503827
  • 19. 1.408450704 0.014859534 1.904071988 1.408450704 0.014879264 1.871470273 1.408450704 0.014938831 1.84716953 1.408450704 0.014984028 1.854500134 1.408450704 0.014981792 1.84915493 1.408450704 0.014787286 1.869042163 1.408450704 0.014727447 1.916994487 1.408450704 0.014688523 1.89125328 1.408450704 0.014908584 1.83701806 1.408450704 0.015179884 1.847506641 1.408450704 0.015502172 1.867996531 1.408450704 0.015521964 1.894728708 1.408450704 0.015517591 1.863567858 1.408450704 0.015514488 1.807316948 1.408450704 0.015632722 1.778805807 1.408450704 0.015518083 1.76669423 1.408450704 0.015365401 1.80790797 1.408450704 0.015417202 1.847148465 1.408450704 0.015566063 1.842304685 1.408450704 0.015714154 1.773154891 1.408450704 0.015534261 1.78744204 1.408450704 0.015379568 1.813678243 1.408450704 0.015235461 1.829719557 1.408450704 0.014806181 1.871219577 1.408450704 0.014750771 1.879450362 1.408450704 0.014557448 1.901851496 1.408450704 0.014378867 1.922596778 1.408450704 0.013847484 1.955380371 1.408450704 0.013580996 1.982946301 1.408450704 0.013917063 1.94368989 1.408450704 0.014138058 1.959920856 1.408450704 0.014137699 1.971489261 1.408450704 0.014040651 1.971515543 1.408450704 0.014392911 1.989109719 1.408450704 0.014403534 1.979478022 1.408450704 0.014332166 2.026864771 1.408450704 0.014401157 2.026864771 1.408450704 0.01453313 2.015803549 1.408450704 0.014055664 2.079888106 1.408450704 0.014018627 2.068802663 1.408450704 0.014076686 2.072511721 1.408450704 0.013995469 2.062368984 1.408450704 0.014046403 2.048089552 1.408450704 0.014022535 2.050047117 1.408450704 0.013988261 2.110496968 1.408450704 0.013449772 2.261035988 1.408450704 0.013117078 2.236399254
  • 20. 1.408450704 0.013217045 2.163661187 1.408450704 0.013205358 2.043588179 1.408450704 0.013334508 2.003919841 1.408450704 0.013391914 1.956398911 1.408450704 0.013608823 1.945948107 1.408450704 0.013613201 1.976112563 1.408450704 0.013464797 1.938755812
  • 22. PERIOD JAPAN JORDAN KENYA KUWAIT BHUTAN BRAZIL 1993M01 0.00799936 1.451294555 0.027603721 3.220912742 0.038167939 164.3617011 1993M02 0.008267196 1.446298921 0.027354842 3.258846955 0.038167939 129.3210134 1993M03 0.008541898 1.446905792 0.023190718 3.282595351 0.031989763 102.8420694 1993M04 0.008893237 1.458406254 0.019275436 3.322711731 0.031941738 80.43413312 1993M05 0.009057733 1.458214853 0.016087361 3.325330372 0.031922772 62.38565949 1993M06 0.009316192 1.444794406 0.015587833 3.322546134 0.031844091 48.03479963 1993M07 0.009282465 1.434802571 0.01530613 3.31693661 0.03187759 36.81166275 1993M08 0.009642272 1.440175125 0.015285542 3.322777975 0.031874542 27.92819079 1993M09 0.00949803 1.448225923 0.015198423 3.339839452 0.031877112 20.78243807 1993M10 0.009352875 1.440361819 0.014711594 3.347280559 0.03187759 15.28040011 1993M11 0.009276222 1.427042455 0.014496619 3.348831951 0.03187759 11.22821807 1993M12 0.00911585 1.42411598 0.014617126 3.35311616 0.031877153 8.270946923 1994M01 0.008967806 1.41719339 0.014721578 3.353348015 0.03187759 5.912263189 1994M02 0.009415262 1.424744971 0.014835607 3.366302564 0.03187759 4.195259875 1994M03 0.009511252 1.427062819 0.015140229 3.361025495 0.031874938 3.008356124 1994M04 0.009659364 1.42069671 0.015929299 3.361436624 0.031877031 2.082600468 1994M05 0.009640413 1.429837856 0.017227864 3.361556175 0.03187759 1.45746764 1994M06 0.009734815 1.439345961 0.017801703 3.368471771 0.031877133 1.19760479 1994M07 0.01015253 1.446863922 0.017867129 3.375349344 0.031877112 1.071811361 1994M08 0.010015241 1.437029373 0.018007668 3.357525198 0.031876665 1.112347052 1994M09 0.010120741 1.435214421 0.019356924 3.362321815 0.031877133 1.156069364 1994M10 0.010160381 1.439014563 0.023594755 3.36715007 0.031877112 1.182033097 1994M11 0.010208613 1.434802571 0.022989034 3.455496659 0.031856356 1.187648456 1994M12 0.009987665 1.421989648 0.022131483 3.334422689 0.031859218 1.176470588 1995M01 0.010025539 1.429715201 0.022482924 3.343902406 0.031874034 1.180637544 1995M02 0.010178842 1.431045092 0.022485502 3.351288644 0.031869574 1.189060642 1995M03 0.011014594 1.457725948 0.022656009 3.385283785 0.031596016 1.124859393 1995M04 0.011952072 1.457725948 0.022734713 3.42696569 0.031832728 1.101321586 1995M05 0.011751297 1.445086705 0.019272762 3.376028503 0.031830823 1.114827202 1995M06 0.011830184 1.441171384 0.018649514 3.346298455 0.031845288 1.094091904 1995M07 0.011465072 1.435750179 0.017670467 3.33503409 0.031868884 1.076426265 1995M08 0.010576658 1.410755601 0.017953515 3.310104345 0.031655587 1.061571125 1995M09 0.009951487 1.401266745 0.018039959 3.32751019 0.030063886 1.049317943 1995M10 0.009934949 1.40559991 0.018013247 3.335577065 0.028934348 1.041666667 1995M11 0.009811857 1.410437236 0.018006338 3.334408124 0.028779339 1.037344398 1995M12 0.009821736 1.410437236 0.017920794 3.338829492 0.02861015 1.033057851 1996M01 0.0094486 1.410437236 0.017632175 3.341575664 0.027959366 1.025641026 1996M02 0.009458456 1.410437236 0.017154277 3.347773396 0.027314158 1.019367992 1996M03 0.009450292 1.410437236 0.017119623 3.346041487 0.029031588 1.014095933 1996M04 0.0093055 1.410437236 0.017130944 3.336767646 0.029206034 1.009896991 1996M05 0.009394434 1.410437236 0.017171332 3.333622358 0.028581228 1.004722194 1996M06 0.00918628 1.410437236 0.017245512 3.33628027 0.028580019 0.998701688 1996M07 0.009147167 1.410437236 0.017448962 3.338880327 0.028154287 0.993147284 1996M08 0.009280586 1.410437236 0.017546415 3.342328654 0.028017561 0.986777186 1996M09 0.00911201 1.410437236 0.017721824 3.336399484 0.027986902 0.981065437 1996M10 0.008899891 1.410437236 0.017903212 3.335496959 0.028056393 0.975609756
  • 23. 1996M11 0.00890813 1.410437236 0.017977948 3.347750981 0.027982736 0.970496894 1996M12 0.00879007 1.410437236 0.018131906 3.336180207 0.027903086 0.964041261 1997M01 0.008473291 1.410437236 0.018268778 3.322822139 0.0278766 0.958864704 1997M02 0.008129525 1.410437236 0.018204955 3.299752849 0.027864079 0.953016297 1997M03 0.008153847 1.410437236 0.018218387 3.295729065 0.027875862 0.946342387 1997M04 0.007967613 1.410437236 0.018389993 3.291985989 0.027918105 0.942595909 1997M05 0.008403967 1.410437236 0.018604893 3.302760778 0.027922938 0.936066648 1997M06 0.008756203 1.410437236 0.01843821 3.306747087 0.027924786 0.93057882 1997M07 0.008683743 1.410437236 0.017433904 3.304365066 0.027982916 0.925326177 1997M08 0.008481694 1.410437236 0.014898778 3.279501733 0.027834994 0.919202133 1997M09 0.008281916 1.410437236 0.015682289 3.283137984 0.02746103 0.914411119 1997M10 0.008260429 1.410437236 0.015965489 3.290772673 0.027601778 0.909008272 1997M11 0.007982509 1.410437236 0.015641937 3.298882009 0.026915995 0.903097625 1997M12 0.007729075 1.410437236 0.015860126 3.282455277 0.025495031 0.897988506 1998M01 0.007724834 1.410437236 0.016349433 3.273172424 0.025408118 0.892936869 1998M02 0.00793641 1.410437236 0.016524228 3.278559532 0.025698359 0.887232721 1998M03 0.00777053 1.410437236 0.016631989 3.275442507 0.025313835 0.882067566 1998M04 0.007594771 1.410437236 0.01677523 3.275004842 0.025217952 0.876270592 1998M05 0.00740758 1.410437236 0.015973548 3.270506896 0.024769698 0.871004268 1998M06 0.007114031 1.410437236 0.016523654 3.26281988 0.023669911 0.866100814 1998M07 0.007105622 1.410437236 0.016853005 3.261142509 0.023523633 0.860955661 1998M08 0.006913 1.410437236 0.016842389 3.257413874 0.023388366 0.853460783 1998M09 0.007429779 1.410437236 0.016664334 3.287332593 0.023517841 0.846811754 1998M10 0.008244147 1.410437236 0.016702633 3.316716583 0.023615539 0.841467519 1998M11 0.008293141 1.410437236 0.016770195 3.305861623 0.023597628 0.837731423 1998M12 0.008501774 1.410437236 0.016223232 3.313200121 0.023499509 0.829600133 1999M01 0.008835401 1.410437236 0.016180628 3.313298919 0.023524984 0.666171479 1999M02 0.008571763 1.410437236 0.015992324 3.297000389 0.023549293 0.522771035 1999M03 0.008348862 1.410437236 0.015622242 3.283317464 0.023564526 0.52742616 1999M04 0.00834688 1.410437236 0.015232107 3.276776177 0.023404952 0.59057382 1999M05 0.008189077 1.410437236 0.014530829 3.271544758 0.023380355 0.594277952 1999M06 0.008271174 1.410437236 0.013586107 3.265039589 0.02318181 0.566694552 1999M07 0.008343366 1.410437236 0.013680171 3.261323315 0.02310196 0.555705708 1999M08 0.008817988 1.410437236 0.013438313 3.282218254 0.023009182 0.531929041 1999M09 0.009296143 1.410437236 0.013213408 3.290003981 0.022968346 0.527064776 1999M10 0.009436366 1.410437236 0.013232554 3.302651699 0.023012841 0.507946828 1999M11 0.009527802 1.410437236 0.01337104 3.290231303 0.023042595 0.518379132 1999M12 0.009738995 1.410437236 0.013523857 3.287278561 0.022996552 0.542879195 2000M01 0.009509081 1.410437236 0.014148154 3.285820371 0.022961111 0.554654609 2000M02 0.009148334 1.410437236 0.013657601 3.266756829 0.022929017 0.56354205 2000M03 0.009371472 1.410437236 0.013435334 3.263814093 0.022941794 0.574305569 2000M04 0.009480111 1.410437236 0.013447494 3.263196366 0.022915282 0.565812984 2000M05 0.009250009 1.410437236 0.013163108 3.249982125 0.022742546 0.547305887 2000M06 0.009413537 1.410437236 0.012895671 3.265050249 0.022375895 0.553241601 2000M07 0.009268098 1.410437236 0.013087943 3.260004955 0.022332345 0.556475654 2000M08 0.009253001 1.410437236 0.013080804 3.249158468 0.021885755 0.55296304 2000M09 0.009367506 1.410437236 0.012788296 3.246163035 0.021791715 0.543954221
  • 24. 2000M10 0.009228092 1.410437236 0.012617246 3.256109275 0.0215732 0.532243839 2000M11 0.009183369 1.410437236 0.012681182 3.249285157 0.021375619 0.513555292 2000M12 0.008912202 1.410437236 0.012701122 3.264666514 0.021390132 0.50955414 2001M01 0.008540055 1.410437236 0.01272174 3.271523352 0.021486893 0.51184693 2001M02 0.008617913 1.410437236 0.012779504 3.264922327 0.021496644 0.49973625 2001M03 0.008255982 1.410437236 0.012861323 3.252159434 0.021449791 0.478869867 2001M04 0.008075751 1.410437236 0.012903309 3.253482039 0.021373915 0.456276193 2001M05 0.008201427 1.410437236 0.012732398 3.250954155 0.021314113 0.435458171 2001M06 0.008186433 1.410437236 0.012719394 3.246995717 0.021274215 0.421048199 2001M07 0.008022521 1.410437236 0.01265528 3.251704706 0.021212588 0.405642861 2001M08 0.008223184 1.410437236 0.012672044 3.270581771 0.021219565 0.398433291 2001M09 0.008405109 1.410437236 0.012666894 3.278559532 0.020988121 0.374410796 2001M10 0.00824529 1.410437236 0.012663595 3.27549894 0.020824448 0.365047074 2001M11 0.008176073 1.41064 0.012664753 3.260408855 0.020834475 0.393350024 2001M12 0.007851856 1.410636197 0.01270866 3.252138281 0.020869394 0.42338795 2002M01 0.007537798 1.410441214 0.012723148 3.252099995 0.020688638 0.420680661 2002M02 0.007489603 1.410437236 0.01277952 3.250000081 0.020537465 0.413428146 2002M03 0.007622213 1.410437236 0.012811282 3.254200929 0.020517265 0.426285624 2002M04 0.007629372 1.410437236 0.012775651 3.260500278 0.020441746 0.431108812 2002M05 0.00790612 1.410437236 0.012768979 3.27740013 0.020408163 0.403290853 2002M06 0.008090779 1.410437236 0.012712473 3.294345848 0.020424374 0.368571876 2002M07 0.008469864 1.410437236 0.012690806 3.320399271 0.020506969 0.340850823 2002M08 0.008402945 1.410437236 0.012689212 3.313118891 0.020581807 0.321614857 2002M09 0.008307948 1.410437236 0.012689212 3.312285964 0.02064234 0.299289828 2002M10 0.008073424 1.410437236 0.012606525 3.308366196 0.020674211 0.262803081 2002M11 0.008159935 1.410437236 0.012568261 3.31944698 0.020671835 0.279673342 2002M12 0.008178487 1.410437236 0.012573255 3.325640019 0.020773825 0.27585301 2003M01 0.008427813 1.410437236 0.012867115 3.343998459 0.02086376 0.290904475 2003M02 0.00838419 1.410437236 0.013013886 3.341198515 0.020948643 0.278555024 2003M03 0.00843622 1.410437236 0.013057791 3.336224728 0.020986848 0.290183992 2003M04 0.008347976 1.410437236 0.013217652 3.334567123 0.021107066 0.320728696 2003M05 0.008527711 1.410437236 0.013965037 3.349797588 0.021239016 0.33841602 2003M06 0.008455638 1.410437236 0.013564417 3.342190137 0.021405255 0.346932509 2003M07 0.00842518 1.410437236 0.01337841 3.334355869 0.021631177 0.347342827 2003M08 0.008415619 1.410437236 0.013164789 3.336999996 0.02177084 0.333144551 2003M09 0.008681309 1.410437236 0.012836278 3.361600019 0.021811678 0.342231348 2003M10 0.00912579 1.410437236 0.01286488 3.401395252 0.022032741 0.349564792 2003M11 0.009157835 1.410437236 0.013031438 3.393407966 0.0219674 0.343288706 2003M12 0.009264792 1.410437236 0.013154537 3.393281303 0.021935597 0.341944108 2004M01 0.009388613 1.410437236 0.013107105 3.393281303 0.021999441 0.35075002 2004M02 0.009385404 1.410437236 0.01309077 3.393281303 0.022089538 0.341353885 2004M03 0.00920615 1.410437236 0.01294299 3.393281303 0.022213337 0.344274785 2004M04 0.009323636 1.410437236 0.012835339 3.393281303 0.022762917 0.344212159 2004M05 0.00888717 1.410437236 0.012619491 3.393281303 0.022099057 0.322620291 2004M06 0.009135188 1.410437236 0.012614986 3.393281303 0.021974738 0.319657571 2004M07 0.009143793 1.410437236 0.012501485 3.393281303 0.021719488 0.32938323 2004M08 0.009061665 1.410437236 0.012372298 3.393281303 0.021579163 0.333100163
  • 25. 2004M09 0.009090207 1.410437236 0.012388426 3.393281303 0.021694327 0.345979146 2004M10 0.009180713 1.410437236 0.012315028 3.393281303 0.021842359 0.350624374 2004M11 0.009533161 1.410437236 0.012314597 3.393281303 0.022160616 0.359035487 2004M12 0.009630554 1.410437236 0.012535344 3.393281303 0.022737815 0.368004122 2005M01 0.009620565 1.410437236 0.012822765 3.424657534 0.022854792 0.371443429 2005M02 0.009534611 1.410437236 0.012997461 3.424657534 0.022893878 0.385059684 2005M03 0.009495528 1.410437236 0.013368482 3.424657534 0.022888271 0.369836163 2005M04 0.009314499 1.410437236 0.013132593 3.424657534 0.022861741 0.387837419 2005M05 0.009353432 1.410437236 0.013089588 3.424657534 0.022994373 0.407830343 2005M06 0.009205406 1.410437236 0.013041096 3.424657534 0.02294441 0.414473412 2005M07 0.008933756 1.410437236 0.013117567 3.424657534 0.022969444 0.421460783 2005M08 0.00903165 1.410437236 0.013191124 3.424657534 0.022922899 0.423759261 2005M09 0.009004345 1.410437236 0.013494669 3.424657534 0.022771263 0.435995814 2005M10 0.008709512 1.410437236 0.013566949 3.424657534 0.022312464 0.443331191 2005M11 0.008445447 1.410437236 0.01338014 3.424657534 0.021869157 0.452488688 2005M12 0.008428962 1.410437236 0.013678637 3.424657534 0.021910077 0.437694227 2006M01 0.0086616 1.410437236 0.013847665 3.424657534 0.022524044 0.439927852 2006M02 0.008482807 1.410437236 0.013926887 3.424657534 0.022558647 0.462727315 2006M03 0.00852429 1.410437236 0.013834804 3.424657534 0.022481509 0.464856824 2006M04 0.008539309 1.410437236 0.014024551 3.424657534 0.022247386 0.469814423 2006M05 0.008959962 1.410437236 0.013934563 3.446674941 0.022022891 0.459284435 2006M06 0.008731059 1.410437236 0.013623 3.458532199 0.02171265 0.444938821 2006M07 0.008645135 1.410437236 0.013576454 3.458532199 0.021525652 0.456933973 2006M08 0.008629585 1.410437236 0.013723088 3.458532199 0.021488278 0.464015591 2006M09 0.008546388 1.410437236 0.013723801 3.458532199 0.021683461 0.461275889 2006M10 0.008427609 1.410437236 0.013833351 3.458532199 0.021993683 0.465657742 2006M11 0.008521735 1.410437236 0.014058945 3.458532199 0.022296196 0.463585369 2006M12 0.008537522 1.410437236 0.014362294 3.458532199 0.022403893 0.46530673 2007M01 0.008293358 1.410437236 0.014310246 3.458532199 0.022556815 0.467792487 2007M02 0.008302454 1.410437236 0.014363689 3.458532199 0.022645799 0.477213076 2007M03 0.008526915 1.410437236 0.014432097 3.458532199 0.022713851 0.478950141 2007M04 0.008412552 1.410437236 0.014581511 3.458532199 0.023725806 0.492319811 2007M05 0.008282978 1.410437236 0.014883167 3.463876445 0.024520983 0.504846527 2007M06 0.008155403 1.410437236 0.015021782 3.471498993 0.024525673 0.517839573 2007M07 0.008224457 1.410437236 0.014909796 3.492341992 0.024743962 0.531349628 2007M08 0.008567193 1.410437236 0.01493652 3.549066915 0.024497075 0.508854061 2007M09 0.008694518 1.410437236 0.014920919 3.561707654 0.024789291 0.52664841 2007M10 0.008639954 1.410437236 0.014961101 3.587505722 0.025309151 0.555493834 2007M11 0.008991997 1.410440021 0.015269507 3.628369349 0.025357284 0.565259171 2007M12 0.008909083 1.410440021 0.015797788 3.64919154 0.025355291 0.560161326 2008M01 0.009288773 1.410440021 0.014688602 3.661599379 0.025397664 0.56385678 2008M02 0.009331492 1.410437236 0.014184397 3.658274706 0.02516825 0.579072326 2008M03 0.009921619 1.410437236 0.015403574 3.720073404 0.024779401 0.585891727 2008M04 0.00975714 1.410437236 0.016061677 3.762903938 0.024986008 0.592381968 2008M05 0.009602597 1.408450704 0.016155089 3.75597999 0.023738872 0.602518527 2008M06 0.00935412 1.408450704 0.015678896 3.768962593 0.023353464 0.618008776 2008M07 0.009362261 1.408450704 0.014992504 3.76973835 0.02334376 0.628693575
  • 26. 2008M08 0.009150845 1.408450704 0.014775414 3.746554575 0.023289719 0.62053987 2008M09 0.009367857 1.408450704 0.014003641 3.743916136 0.021947392 0.555926173 2008M10 0.009966747 1.408450704 0.013044613 3.736850956 0.020552661 0.46038396 2008M11 0.010343795 1.408450704 0.012790995 3.688320674 0.020406789 0.441403664 2008M12 0.010950324 1.408450704 0.012813942 3.631897063 0.020561536 0.417780749 2009M01 0.011051895 1.408450704 0.012666244 3.518060845 0.02047762 0.433530486 2009M02 0.010810564 1.408450704 0.012573871 3.444185595 0.020299993 0.43254466 2009M03 0.010187034 1.408450704 0.012459507 3.42703181 0.019520308 0.429268607 2009M04 0.01010067 1.408450704 0.012558081 3.431655997 0.019975271 0.453494173 2009M05 0.010383737 1.408450704 0.012843565 3.454885415 0.020604113 0.48247474 2009M06 0.01036084 1.408450704 0.012845215 3.47587068 0.020933027 0.510783615 2009M07 0.010582469 1.408450704 0.013029316 3.480149229 0.020627786 0.516488206 2009M08 0.010544286 1.408450704 0.013094147 3.481701396 0.020688942 0.542380586 2009M09 0.010929779 1.408450704 0.013227513 3.488831726 0.020644544 0.549035756 2009M10 0.01107554 1.408450704 0.013290803 3.495805558 0.021403627 0.575605825 2009M11 0.011211953 1.408450704 0.013379716 3.503644316 0.021473512 0.579987036 2009M12 0.01116558 1.408450704 0.013257325 3.498644275 0.021445421 0.572475384 2010M01 0.010969856 1.408450704 0.013194353 3.48830111 0.021758145 0.564276766 2010M02 0.011076196 1.408450704 0.013032712 3.471687004 0.021585265 0.541547526 2010M03 0.011047563 1.408450704 0.012995452 3.468308333 0.021979713 0.559801392 2010M04 0.010709264 1.408450704 0.012944984 3.471247139 0.022472163 0.568674177 2010M05 0.010897365 1.408450704 0.012732366 3.447681434 0.02182858 0.554711504 2010M06 0.010998511 1.408450704 0.012342631 3.429690488 0.021475567 0.553168271 2010M07 0.011401599 1.408450704 0.012280486 3.46309912 0.021350915 0.564804605 2010M08 0.011699519 1.408450704 0.012431626 3.478997812 0.021474389 0.568458665 2010M09 0.011850405 1.408450704 0.012359412 3.491460412 0.021711283 0.581129883 2010M10 0.012214934 1.408450704 0.012390038 3.545920737 0.022516488 0.596277823 2010M11 0.012124739 1.408450704 0.012428536 3.562240535 0.022214077 0.584051946 2010M12 0.011986743 1.408450704 0.012411568 3.556345855 0.022143931 0.589292554 2011M01 0.012104911 1.408450704 0.012341108 3.568369969 0.0220291 0.597593272 2011M02 0.012121535 1.408450704 0.012274457 3.587401048 0.022008592 0.599575248 2011M03 0.012225895 1.408450704 0.011875074 3.603863342 0.022227409 0.602921285 2011M04 0.011998032 1.408450704 0.011920372 3.621351488 0.022538716 0.628012497 2011M05 0.012306602 1.408450704 0.01170549 3.634439366 0.022269334 0.620241126 2011M06 0.01242054 1.408450704 0.011229646 3.645991706 0.022295649 0.630069193 2011M07 0.012594876 1.408450704 0.011123471 3.652968037 0.02251446 0.639541577 2011M08 0.012949867 1.408450704 0.010777023 3.671971074 0.022085537 0.626697874 2011M09 0.013014479 1.408450704 0.01037775 3.637124126 0.020991645 0.575309366 2011M10 0.013025582 1.408450704 0.009874593 3.632851 0.020301724 0.561865868 2011M11 0.01289002 1.408450704 0.010674637 3.6245752 0.019668275 0.563692251 2011M12 0.012843796 1.408450704 0.011539349 3.603233542 0.018987041 0.546114848 2012M01 0.012990674 1.408450704 0.011582117 3.590693927 0.019475676 0.558140054 2012M02 0.012756404 1.408450704 0.012022121 3.60338805 0.020340293 0.58151368 2012M03 0.012130805 1.408450704 0.012062726 3.59435284 0.019871629 0.558603897 2012M04 0.01227152 1.408450704 0.012020676 3.597505346 0.019303939 0.540441773 2012M05 0.012544612 1.408450704 0.01185115 3.584928387 0.01835755 0.506330279 2012M06 0.012606934 1.408450704 0.011793844 3.570422477 0.017847518 0.488335752
  • 27. 2012M07 0.012660952 1.408450704 0.011884954 3.55808575 0.018019706 0.492786544 2012M08 0.012712169 1.408450704 0.011893435 3.548483822 0.017998625 0.492611893 2012M09 0.012792995 1.408450704 0.011818934 3.557483237 0.018313174 0.4929815 2012M10 0.012663255 1.408450704 0.011749501 3.559447218 0.01885942 0.492461643 2012M11 0.012377463 1.408450704 0.01167815 3.547923578 0.018256237 0.485328519 2012M12 0.011964903 1.408450704 0.011626555 3.555584632 0.018298998 0.479983361 2013M01 0.011215792 1.408450704 0.01150748 3.551136364 0.01841051 0.491989186 2013M02 0.010733517 1.408450704 0.011435106 3.546099291 0.018596451 0.506685583 2013M03 0.010549812 1.408450704 0.011652296 3.516174402 0.018380799 0.504660138 2013M04 0.010235467 1.408450704 0.011877895 3.513703443 0.018390568 0.499222639 2013M05 0.009892958 1.408450704 0.011883541 3.50262697 0.018178249 0.492797319 2013M06 0.010274207 1.408450704 0.011697275 3.517411185 0.017124079 0.461617765 2013M07 0.01002501 1.408450704 0.011512779 3.505082369 0.01672929 0.445147778 2013M08 0.010217636 1.408450704 0.011429878 3.521812522 0.015820571 0.427632858 2013M09 0.010072635 1.408450704 0.011440339 3.523636731 0.015685758 0.440037227 2013M10 0.010222709 1.408450704 0.011721955 3.543255891 0.016229656 0.455667566 2013M11 0.010021212 1.408450704 0.011614402 3.533049559 0.015966024 0.436912181 2013M12 0.009670097 1.408450704 0.011586143 3.541540499 0.016152401 0.426272761 2014M01 0.009621398 1.408450704 0.011599582 3.53839763 0.016109285 0.419891962 2014M02 0.00978894 1.408450704 0.011590172 3.54351328 0.016063225 0.418741088 2014M03 0.0097778 1.408450704 0.01156203 3.554291807 0.016389681 0.429517336 2014M04 0.009750028 1.408450704 0.011531365 3.554639249 0.01656819 0.447469242 2014M05 0.009824148 1.408450704 0.011440339 3.555081545 0.016861985 0.450393451 2014M06 0.009798889 1.408450704 0.011414222 3.546757076 0.016741809 0.447455322 2014M07 0.009729519 1.408450704 0.011393415 3.543784521 0.016650405 0.450138008 2014M08 0.009712779 1.408450704 0.01134945 3.524939653 0.016421656 0.440654351 2014M09 0.009324513 1.408450704 0.011256191 3.488989969 0.016429831 0.429693015 2014M10 0.009254001 1.408450704 0.011206993 3.462603878 0.016302044 0.408093465 2014M11 0.008604947 1.408450704 0.011116052 3.439860066 0.016206352 0.392716419 2014M12 0.008381342 1.408450704 0.011057054 3.423766417 0.015935506 0.379838189 2015M01 0.00845253 1.408450704 0.010945709 3.400172797 0.016070471 0.37971749 2015M02 0.008434311 1.408450704 0.010930156 3.386132163 0.016119254 0.356575449 2015M03 0.008306557 1.408450704 0.010901559 3.346526456 0.016012852 0.321271206 2015M04 0.008364734 1.408450704 0.010702055 3.318648315 0.015935452 0.327014521 2015M05 0.008285731 1.408450704 0.01037452 3.312277187 0.015673901 0.327677731 2015M06 0.008080778 1.408450704 0.010235415 3.309739305 0.015659074 0.320975298 2015M07 0.008114029 1.408450704 0.009881423 3.304365066 0.015714628 0.311071018 2015M08 0.008114656 1.408450704 0.009762765 3.306555743 0.015367515 0.285528983 2015M09 0.008313589 1.408450704 0.009499383 3.310999538 0.015101677 0.257008374 2015M10 0.008329037 1.408450704 0.009729519 3.309355946 0.015370899 0.257362718 2015M11 0.008161071 1.408450704 0.009787609 3.291836443 0.015124682 0.264212039 2015M12 0.008201831 1.408450704 0.009785693 3.294128808 0.015016026 0.258486585 2016M01 0.008452649 1.408450704 0.009774216 3.295802927 0.014869373 0.247174406 2016M02 0.008688614 1.408450704 0.009810654 3.335139867 0.014654663 0.251983742 2016M03 0.008844043 1.408450704 0.009853188 3.321251727 0.014920507 0.268713249 2016M04 0.009093783 1.408450704 0.009878495 3.315787292 0.015044487 0.280139696 2016M05 0.009169078 1.408450704 0.009927529 3.31645039 0.014946179 0.283279623
  • 28. 2016M06 0.009479408 1.408450704 0.009886307 3.3183 0.014859534 0.290580183 2016M07 0.009618062 1.408450704 0.009868746 3.3095 0.014879264 0.305269408 2016M08 0.009874681 1.408450704 0.00986096 3.3168 0.014938831 0.31161807 2016M09 0.009809287 1.408450704 0.009874593 3.316167744 0.014984028 0.307146869 2016M10 0.009632287 1.408450704 0.00986972 3.305670382 0.014981792 0.313947593 2016M11 0.009291569 1.408450704 0.00982801 3.293794623 0.014787286 0.299273066 2016M12 0.008628165 1.408450704 0.009791442 3.273215279 0.014727447 0.29835889 2017M01 0.008714597 1.408450704 0.009638554 3.27355066 0.014688523 0.312892449 2017M02 0.008843955 1.408450704 0.009648784 3.277704139 0.014908584 0.322207623 2017M03 0.008848419 1.408450704 0.009722897 3.277054295 0.015179884 0.319761541 2017M04 0.009085788 1.408450704 0.009678162 3.280726878 0.015502172 0.318921055 2017M05 0.008908101 1.408450704 0.009684123 3.289087433 0.015521964 0.311652253 2017M06 0.009016652 1.408450704 0.009662704 3.296348305 0.015517591 0.30351163 2017M07 0.008897297 1.408450704 0.009626761 3.302717145 0.015514488 0.311960105 2017M08 0.009097977 1.408450704 0.009656639 3.313858889 0.015632722 0.317428772 2017M09 0.009031534 1.408450704 0.00969744 3.31807021 0.015518083 0.319061703 2017M10 0.008852952 1.408450704 0.00967229 3.31005263 0.015365401 0.313416931 2017M11 0.00884997 1.408450704 0.009655192 3.307742433 0.015417202 0.306867542 2017M12 0.008853514 1.408450704 0.009699762 3.312272799 0.015566063 0.30383039 2018M01 0.009027353 1.408450704 0.009716474 3.325520998 0.015714154 0.311527803 2018M02 0.009267793 1.408450704 0.009861914 3.335495228 0.015534261 0.308555736 2018M03 0.00943392 1.408450704 0.009883304 3.336670003 0.015379568 0.305006906 2018M04 0.009300472 1.408450704 0.009939273 3.333280424 0.015235461 0.29352197 2018M05 0.009115646 1.408450704 0.009934147 3.313609467 0.014806181 0.27506821 2018M06 0.009088824 1.408450704 0.009900672 3.307875663 0.014750771 0.265071191 2018M07 0.00897517 1.408450704 0.009933234 3.304665361 0.014557448 0.261223714 2018M08 0.009004283 1.408450704 0.009939095 3.300723409 0.014378867 0.25450755 2018M09 0.008932841 1.408450704 0.009917303 3.303782831 0.013847484 0.242957431 2018M10 0.008867213 1.408450704 0.009893582 3.296448077 0.013580996 0.266112829 2018M11 0.008819625 1.408450704 0.009769764 3.291639236 0.013917063 0.264129963 2018M12 0.008883142 1.408450704 0.009775954 3.292053564 0.014138058 0.257439685 2019M01 0.009180957 1.408450704 0.009844027 3.299733664 0.014137699 0.267304309 2019M02 0.009062258 1.408450704 0.009976685 3.295627478 0.014040651 0.268598787 2019M03 0.008992321 1.408450704 0.009963964 3.29416932 0.014392911 0.260018229 2019M04 0.008955453 1.408450704 0.009894557 3.287980084 0.014403534 0.256702691 2019M05 0.009103046 1.408450704 0.009886242 3.290272544 0.014332166 0.249942627 2019M06 0.009254375 1.408450704 0.009833919 3.295741284 0.014401157 0.259186455 2019M07 0.009238688 1.408450704 0.009693946 3.292967046 0.01453313 0.264640365 2019M08 0.00940974 1.408450704 0.009680737 3.291895872 0.014055664 0.248794478 2019M09 0.009303864 1.408450704 0.009633894 3.2917205 0.014018627 0.242665437 2019M10 0.009248697 1.408450704 0.009646296 3.29315682 0.014076686 0.244714955 2019M11 0.00919174 1.408450704 0.009766817 3.294289898 0.013995469 0.240689817 2019M12 0.009161306 1.408450704 0.009852113 3.296716235 0.014046403 0.243375267 2020M01 0.009150409 1.408450704 0.009892068 3.295513394 0.014022535 0.241151124 2020M02 0.009093097 1.408450704 0.009921144 3.283128822 0.013988261 0.23031716 2020M03 0.009320285 1.408450704 0.009639467 3.255249089 0.013449772 0.202865598 2020M04 0.009265265 1.408450704 0.00939746 3.236736965 0.013117078 0.187793956
  • 29. 2020M05 0.00932038 1.408450704 0.009374206 3.238229614 0.013217045 0.177215414 2020M06 0.009297569 1.408450704 0.009398202 3.249566724 0.013205358 0.192455912 2020M07 0.009372302 1.408450704 0.009322563 3.257573859 0.013334508 0.189408444 2020M08 0.00943027 1.408450704 0.009247403 3.271501947 0.013391914 0.183128941 2020M09 0.009461583 1.408450704 0.009224423 3.269977519 0.013608823 0.185223569 2020M10 0.009503682 1.408450704 0.009204867 3.269699942 0.013613201 0.177771758 2020M11 0.009576116 1.408450704 3.272585957 0.013464797 0.184596016
  • 30. CHINA__P_R___MAINLAND PAKISTAN SAUDI_ARABIA UKRAINE AUSTRALIA 0.173490632 0.038604226 0.266666667 137.3626374 0.673977071 0.173313229 0.038158618 0.266666667 102.7749229 0.681236035 0.174480484 0.037678975 0.266666667 57.83689994 0.707328632 0.175244905 0.037481259 0.266666667 33.31112592 0.711779235 0.174773232 0.037313015 0.266666667 33.34444815 0.697870796 0.174294977 0.036949453 0.266666667 27.33734281 0.677474646 0.17357495 0.035384076 0.266666667 21.79123992 0.677470056 0.173118205 0.033500838 0.266666667 16.75041876 0.678541137 0.172801106 0.033500838 0.266666667 16.75041876 0.652111537 0.172807078 0.033342336 0.266666667 16.75041876 0.661629461 0.172571488 0.03327787 0.266666667 16.14465612 0.672802627 0.17221189 0.0332354 0.266666667 7.931472081 0.672802627 0.114942529 0.033097349 0.266666667 7.930214116 0.695603784 0.114905548 0.032913684 0.266666667 7.930214116 0.716081032 0.114905548 0.032788928 0.266666667 7.930214116 0.711672858 0.115002013 0.032743942 0.266666667 7.930214116 0.716481217 0.115408141 0.032668742 0.266666667 7.442137382 0.724039562 0.115510789 0.032627811 0.266666667 6.016847172 0.73330449 0.115736722 0.032687002 0.266666667 5.128205128 0.734926654 0.116417146 0.032688391 0.266666667 4.938271605 0.740444563 0.117091905 0.032626427 0.266666667 4 0.74142175 0.117242916 0.032626427 0.266666667 2.206531333 0.738219857 0.117413613 0.032610468 0.266666667 1.062891277 0.753835136 0.117853483 0.03251451 0.266666667 0.922790148 0.773933906 0.118465165 0.032422688 0.266666667 0.924598955 0.765790602 0.118548024 0.03237367 0.266666667 0.825375339 0.745289769 0.118657744 0.03238342 0.266666667 0.753874917 0.735732311 0.118729593 0.032391077 0.266666667 0.761017633 0.736062654 0.120221207 0.0323567 0.266666667 0.766395107 0.727833821 0.120468865 0.032285142 0.266666667 0.703482237 0.719564232 0.120471767 0.032127379 0.266666667 0.696020157 0.72684455 0.120373157 0.031974625 0.266666667 0.621515628 0.741185452 0.120213981 0.031822811 0.266666667 0.604814322 0.754181939 0.120257351 0.03122736 0.266666667 0.573384632 0.758029427 0.120286281 0.02919708 0.266666667 0.562160947 0.745867892 0.120255905 0.02919708 0.266666667 0.557112375 0.7415757 0.120212536 0.029194864 0.266666667 0.547045952 0.741982875 0.120290622 0.029118778 0.266666667 0.53162236 0.755520969 0.120063874 0.028997947 0.266666667 0.528676441 0.771426367 0.120026406 0.028868944 0.266666667 0.533997855 0.786843969 0.120065316 0.028764148 0.266666667 0.542917639 0.796971508 0.120156203 0.02859782 0.266666667 0.549520991 0.79152749 0.12025012 0.028399974 0.266666667 0.56153317 0.789272212 0.120364464 0.028177428 0.266666667 0.568181818 0.782974992 0.120419542 0.027348557 0.266666667 0.568181818 0.792933378 0.120483379 0.026325419 0.266666667 0.563443768 0.791834602
  • 31. 0.12049209 0.024925224 0.266666667 0.537865749 0.796140312 0.120496445 0.024925224 0.266666667 0.530813737 0.797804442 0.12053566 0.024925224 0.266666667 0.528708893 0.779058897 0.120585079 0.024925224 0.266666667 0.54241701 0.7670241 0.120544378 0.024925224 0.266666667 0.544336182 0.788823942 0.120544378 0.02490536 0.266666667 0.541154824 0.778973936 0.120585079 0.024793655 0.266666667 0.542652485 0.775265916 0.120596713 0.024754313 0.266666667 0.538271073 0.753437559 0.120611258 0.024690992 0.266666667 0.538502962 0.742522795 0.120635993 0.024679171 0.266666667 0.538793103 0.741223909 0.120668018 0.024679171 0.266666667 0.537461034 0.723657073 0.120717545 0.023553908 0.266666667 0.534387859 0.721240534 0.120756904 0.022701476 0.266666667 0.532084708 0.69540062 0.120778782 0.022701476 0.266666667 0.527704485 0.662089422 0.120786076 0.022701476 0.266666667 0.523807029 0.654356048 0.120786076 0.022701476 0.266666667 0.511090667 0.673346262 0.120784617 0.022701476 0.266666667 0.491642085 0.669900051 0.120784617 0.022701476 0.266666667 0.490220109 0.652971674 0.120787535 0.022701476 0.266666667 0.487923884 0.631241399 0.120777323 0.022568269 0.266666667 0.485696246 0.603132671 0.120775864 0.02173913 0.266666667 0.475601636 0.618176873 0.120774405 0.02173913 0.266666667 0.458043239 0.590287411 0.120787535 0.02173913 0.266666667 0.359066427 0.588886533 0.120805045 0.02173913 0.266666667 0.292260931 0.617920943 0.120805045 0.02173913 0.266666667 0.291791894 0.634171708 0.120803585 0.02173913 0.266666667 0.291800409 0.618379475 0.120787535 0.021684923 0.266666667 0.291800409 0.630799412 0.120802126 0.021684923 0.266666667 0.288109712 0.639934471 0.120786076 0.021684923 0.266666667 0.265055131 0.630036353 0.120784617 0.021684923 0.266666667 0.25421359 0.641827926 0.12079483 0.020833333 0.266666667 0.254874474 0.662133261 0.120802272 0.019431198 0.266666667 0.253190196 0.655918351 0.120807964 0.01935559 0.266666667 0.249725302 0.657773568 0.120813072 0.019409938 0.266666667 0.224190113 0.645302841 0.120810299 0.019383601 0.266666667 0.224421553 0.648765076 0.120810883 0.019320762 0.266666667 0.223848857 0.651495508 0.120799353 0.019317466 0.266666667 0.215954736 0.639537486 0.12078272 0.019310375 0.266666667 0.197273678 0.640430369 0.120783887 0.019309118 0.266666667 0.18583561 0.657635144 0.120800375 0.0193056 0.266666667 0.180404467 0.629120741 0.120793955 0.01930446 0.266666667 0.182882224 0.609614845 0.120783304 0.019307915 0.266666667 0.18440658 0.597839408 0.120800667 0.0193084 0.266666667 0.185044688 0.578379035 0.120813802 0.019308169 0.266666667 0.183958793 0.593686735 0.120781699 0.019308169 0.266666667 0.183870849 0.588706259 0.120779219 0.019308169 0.266666667 0.18387423 0.581337891 0.120778782 0.017799615 0.266666667 0.183857327 0.55365774
  • 32. 0.120795414 0.017193005 0.266666667 0.183867468 0.527612606 0.120811612 0.017534056 0.266666667 0.183921576 0.522266847 0.120814532 0.017224918 0.266666667 0.183965562 0.547546172 0.120807818 0.016926193 0.266666667 0.184056984 0.555660514 0.120815845 0.016764451 0.266666667 0.18417563 0.53490238 0.120808985 0.016514028 0.266666667 0.1844542 0.504823589 0.120815261 0.016374084 0.266666667 0.184563139 0.500981925 0.120813072 0.016165174 0.266666667 0.184716552 0.519955908 0.120816137 0.015765008 0.266666667 0.185144042 0.518113239 0.120818327 0.015597225 0.266666667 0.186181602 0.510131206 0.120817159 0.015593508 0.266666667 0.187031253 0.524785625 0.120819494 0.015576834 0.266666667 0.187300993 0.506254778 0.120819494 0.015957105 0.266666667 0.188313278 0.504851624 0.120818473 0.016259317 0.266666667 0.189132449 0.516846615 0.120818619 0.016430114 0.266666667 0.188882383 0.514096527 0.120821684 0.016469334 0.266666667 0.188231751 0.516705075 0.120821538 0.016611616 0.266666667 0.187934599 0.513044147 0.120815553 0.016627531 0.266666667 0.187888695 0.524680994 0.120813802 0.016634626 0.266666667 0.187708826 0.53537203 0.120816867 0.01663452 0.266666667 0.18769121 0.549734478 0.120815991 0.016629505 0.266666667 0.187641904 0.569586366 0.12081964 0.016675702 0.266666667 0.187659511 0.554357527 0.1208211 0.016792329 0.266666667 0.187648946 0.542093565 0.120817305 0.016862366 0.266666667 0.187634863 0.547013035 0.120816721 0.016895862 0.266666667 0.187631342 0.549661958 0.120814678 0.017030344 0.266666667 0.187603182 0.561129441 0.120813218 0.017084132 0.266666667 0.187560957 0.563177221 0.120819494 0.017156573 0.266666667 0.187522268 0.582292486 0.120812926 0.017217972 0.266666667 0.18748008 0.59407117 0.12081351 0.017270411 0.266666667 0.187458993 0.602199232 0.120814823 0.017303005 0.266666667 0.187473051 0.610012749 0.120818035 0.017318251 0.266666667 0.187504688 0.646993744 0.120815699 0.017325687 0.266666667 0.187511719 0.664345885 0.12081351 0.017314323 0.266666667 0.187543369 0.661953557 0.120816575 0.017303897 0.266666667 0.187557439 0.651003522 0.120814969 0.017306377 0.266666667 0.187560957 0.661415031 0.120819932 0.017352378 0.266666667 0.187557334 0.693654449 0.120818035 0.017442905 0.266666667 0.187548294 0.715804242 0.120816721 0.017477934 0.266666667 0.187554027 0.738427003 0.120816867 0.017417066 0.266666667 0.18757401 0.768940938 0.120814969 0.017423807 0.266666667 0.187597375 0.777713832 0.120814823 0.01740931 0.266666667 0.187634863 0.749782563 0.120817889 0.01740243 0.266666667 0.187652468 0.74580114 0.120815699 0.017347715 0.266666667 0.187709742 0.705447465 0.120821684 0.017271626 0.266666667 0.187899286 0.694169669 0.120820662 0.01717127 0.266666667 0.188037081 0.716388827 0.12081964 0.017089288 0.266666667 0.188196326 0.70989451
  • 33. 0.12082183 0.016956165 0.266666667 0.188334558 0.701350802 0.120823436 0.016888768 0.266666667 0.188433926 0.732820847 0.12082402 0.016836216 0.266666667 0.188455232 0.768881815 0.12082402 0.016805404 0.266666667 0.18846944 0.767754319 0.12082402 0.016913605 0.266666667 0.188513922 0.765679196 0.12082402 0.016913605 0.266666667 0.188678854 0.780743736 0.12082402 0.016913605 0.266666667 0.188963653 0.784775358 0.12082402 0.016913605 0.266666667 0.192603635 0.772678102 0.12082402 0.016808096 0.266666667 0.198019802 0.766183716 0.12082402 0.01675398 0.266666667 0.19783059 0.766630124 0.12150624 0.016766033 0.266666667 0.197893385 0.752445448 0.12343119 0.016758984 0.266666667 0.198019802 0.761226183 0.123580676 0.016709493 0.266666667 0.198019802 0.765280743 0.123617951 0.016744377 0.266666667 0.198019802 0.754284335 0.123700067 0.016727575 0.266666667 0.198019802 0.754284335 0.123828275 0.016713445 0.266666667 0.198019802 0.741900303 0.123971194 0.016708555 0.266666667 0.198019802 0.74912 0.124231473 0.016700636 0.266666667 0.198019802 0.741636198 0.124454888 0.016666625 0.266666667 0.198019802 0.727749072 0.124756257 0.016670887 0.266666667 0.198019802 0.73505 0.124774626 0.01664809 0.266666667 0.198019802 0.763323817 0.124895244 0.016615309 0.266666667 0.198019802 0.740461011 0.125144699 0.016586898 0.266666667 0.198019802 0.751433359 0.125418113 0.016576331 0.266666667 0.198019802 0.762956916 0.126004889 0.016532161 0.266666667 0.198019802 0.756624245 0.126530385 0.016505376 0.266666667 0.198019802 0.75359086 0.127128286 0.016471805 0.266666667 0.198019802 0.772141147 0.127812514 0.016422707 0.266666667 0.198019802 0.786120261 0.128376461 0.016420437 0.266666667 0.198019802 0.784037007 0.128955218 0.016452201 0.266666667 0.198019802 0.782282858 0.129215995 0.016472806 0.266666667 0.198019802 0.791740562 0.129437942 0.016465407 0.266666667 0.198019802 0.82515059 0.130319988 0.016484434 0.266666667 0.198019802 0.825416216 0.131009745 0.016488381 0.266666667 0.198019802 0.841892575 0.13193378 0.016549526 0.266666667 0.198019802 0.867520886 0.132008148 0.016530852 0.266666667 0.198019802 0.829462508 0.132902905 0.016494669 0.266666667 0.198019802 0.845208513 0.133322134 0.016478434 0.266666667 0.198019802 0.899078445 0.134710796 0.016398981 0.266666667 0.198019802 0.898222418 0.135649135 0.016334344 0.266666667 0.198019802 0.872714579 0.137972712 0.016334344 0.266666667 0.198019802 0.881655396 0.139566562 0.016334344 0.266666667 0.198019802 0.9130669 0.141338561 0.016303692 0.266666667 0.198019802 0.924983813 0.142841634 0.015680224 0.266666667 0.198019802 0.93059614 0.14338706 0.01474824 0.266666667 0.200577141 0.949018715 0.144961781 0.014844239 0.266666667 0.206103678 0.950796292 0.146249505 0.014114286 0.266666667 0.20648043 0.962528756
  • 34. 0.145953441 0.013412737 0.266666667 0.206416498 0.911194941 0.146399809 0.01293012 0.266666667 0.206058236 0.820512821 0.146379665 0.012447255 0.266666667 0.19829557 0.693389914 0.14644376 0.012499616 0.266666667 0.166551829 0.655681811 0.146141357 0.012644265 0.266666667 0.13190249 0.669751991 0.14623988 0.012616943 0.266666667 0.12987013 0.677836364 0.146289513 0.012564172 0.266666667 0.12987013 0.649015 0.146236886 0.012469901 0.266666667 0.12987013 0.664590909 0.146387879 0.012416345 0.266666667 0.12987013 0.712095455 0.146529745 0.012396366 0.266666667 0.130668036 0.762561905 0.146343345 0.012328282 0.266666667 0.131306435 0.802336364 0.146369465 0.012156902 0.266666667 0.130750881 0.803640797 0.146365433 0.012062406 0.266666667 0.128096525 0.834119048 0.146436274 0.012055993 0.266666667 0.125015361 0.861109091 0.146465495 0.01200411 0.266666667 0.124997375 0.9072 0.146468845 0.011954015 0.266666667 0.125087561 0.920217171 0.146458324 0.011887129 0.266666667 0.12534784 0.900921739 0.146470222 0.011814382 0.266666667 0.125047549 0.913585714 0.146476365 0.011767558 0.266666667 0.124995922 0.88627 0.146489258 0.01184242 0.266666667 0.125516185 0.912009339 0.146495309 0.011906264 0.266666667 0.126171614 0.92533474 0.146468754 0.011851177 0.266666667 0.126171455 0.871435798 0.146702853 0.011714116 0.266666667 0.126330689 0.852514919 0.147543506 0.011683335 0.266666667 0.126557368 0.87427872 0.147272743 0.011671717 0.266666667 0.126737942 0.900009 0.148323422 0.011647722 0.266666667 0.126416769 0.935803856 0.149853743 0.011626041 0.266666667 0.126414355 0.980488283 0.150245351 0.011680114 0.266666667 0.12613851 0.990197049 0.150294362 0.01165868 0.266666667 0.125695994 0.992063492 0.151437501 0.011662406 0.266666667 0.125790958 0.99522293 0.15188253 0.011711179 0.266666667 0.125932007 1.008572869 0.152294079 0.011709191 0.266666667 0.125881723 1.00999899 0.153158511 0.011810991 0.266666667 0.125550066 1.058537102 0.153857752 0.011730357 0.266666667 0.125398186 1.068832835 0.154372491 0.011648481 0.266666667 0.125419371 1.060263636 0.154769652 0.011616399 0.266666667 0.125451579 1.076557143 0.156029947 0.011533759 0.266666667 0.125452838 1.050530518 0.156671053 0.011422723 0.266666667 0.125425978 1.023855841 0.157319279 0.011493355 0.266666667 0.125396975 1.011828571 0.157748612 0.011491387 0.266666667 0.125251756 1.010203051 0.158012831 0.011178293 0.266666667 0.12516033 1.012145749 0.158333069 0.01107416 0.266666667 0.125159672 1.038313778 0.158721089 0.011019432 0.266666667 0.125180761 1.072557143 0.158525425 0.011012179 0.266666667 0.125215339 1.054296257 0.158816314 0.011022648 0.266666667 0.125207845 1.034171429 0.158595059 0.010939842 0.266666667 0.125144276 0.999465487 0.158283197 0.010607217 0.266666667 0.125117297 0.998
  • 35. 0.158127172 0.010586043 0.266666667 0.12511149 1.029263636 0.157719729 0.010577958 0.266666667 0.125109471 1.046847826 0.157743373 0.010564984 0.266666667 0.125109471 1.039465 0.158369345 0.010477282 0.266666667 0.125109471 1.02996087 0.158837059 0.010406585 0.266666667 0.125109471 1.041022727 0.158981248 0.010278771 0.266666667 0.125109471 1.046233333 0.159267971 0.010250103 0.266666667 0.125109471 1.04953913 0.159129245 0.010197318 0.266666667 0.125109471 1.03192 0.159373244 0.010187439 0.266666667 0.125109471 1.03331 0.160075129 0.0101635 0.266666667 0.125109471 1.038295455 0.161347451 0.010156481 0.266666667 0.125109471 0.991982609 0.162054068 0.010133889 0.266666667 0.125109471 0.94359 0.162028598 0.00993702 0.266666667 0.125109471 0.917217391 0.162054497 0.009699632 0.266666667 0.125109471 0.904232713 0.162385992 0.009484454 0.266666667 0.125109471 0.927785714 0.162854723 0.00940387 0.266666667 0.125109471 0.95189172 0.162929577 0.009289433 0.266666667 0.125109471 0.933095238 0.163473485 0.009339013 0.266666667 0.125109471 0.898259091 0.163829259 0.009478036 0.266666667 0.125109471 0.886195652 0.163578665 0.009509205 0.266666667 0.115541725 0.89661 0.16294858 0.009992041 0.266666667 0.100806157 0.907109524 0.162466633 0.010236915 0.266666667 0.085953822 0.931339242 0.162261712 0.010128177 0.266666667 0.085928348 0.930918182 0.162433596 0.010143869 0.266666667 0.08468319 0.936652381 0.162140251 0.010123672 0.266666667 0.085075379 0.9392 0.162321475 0.009964512 0.266666667 0.077219552 0.930342857 0.162546783 0.009751569 0.266666667 0.07678533 0.906177273 0.162759326 0.009717553 0.266666667 0.077221115 0.87843913 0.162752028 0.009811299 0.266666667 0.068037847 0.865035 0.163286126 0.009906954 0.266666667 0.064035626 0.824326087 0.163201778 0.009916582 0.266666667 0.063240203 0.8061 0.163016457 0.009849808 0.266666667 0.040849852 0.778985 0.162587149 0.009816296 0.266666667 0.042999258 0.773113636 0.16313802 0.009825475 0.266666667 0.044034487 0.772581818 0.163554962 0.009815286 0.266666667 0.047811989 0.790228571 0.163501867 0.009819697 0.266666667 0.047096873 0.772222727 0.163486847 0.00982435 0.266666667 0.045961431 0.742313043 0.158589789 0.009760516 0.266666667 0.046238782 0.729304059 0.157002755 0.009582372 0.266666667 0.045906476 0.705914673 0.157503413 0.0095599 0.266666667 0.045784805 0.720227273 0.15713011 0.009478242 0.266666667 0.042895212 0.715471429 0.154973887 0.009542773 0.266666667 0.042719733 0.724886957 0.152113538 0.009529665 0.266666667 0.041220638 0.7029 0.15281376 0.009549246 0.266666667 0.037888759 0.712795238 0.153678495 0.009547438 0.266666667 0.037941791 0.748395652 0.154351119 0.009545595 0.266666667 0.039017542 0.766120928 0.153167035 0.009544462 0.266666667 0.039672342 0.732231818
  • 36. 0.151612436 0.009552412 0.266666667 0.040078006 0.739704545 0.149725142 0.009536985 0.266666667 0.040295315 0.752590476 0.150394917 0.009547679 0.266666667 0.039896574 0.762491304 0.149865791 0.009556113 0.266666667 0.038058322 0.759477273 0.14816805 0.009548854 0.266666667 0.038823987 0.761672633 0.146335646 0.009540797 0.266666667 0.038909087 0.753568182 0.144467513 0.009538385 0.266666667 0.038161348 0.734718182 0.144970213 0.009537061 0.266666667 0.036831582 0.744718182 0.145495502 0.009538857 0.266666667 0.036998982 0.766704876 0.14498564 0.009536998 0.266666667 0.037034894 0.762352174 0.145104653 0.009536981 0.266666667 0.03723448 0.75399 0.145140725 0.0095373 0.266666667 0.037844824 0.743352174 0.146886115 0.009534718 0.266666667 0.038301177 0.755781818 0.147678203 0.00947129 0.266666667 0.038506984 0.779304762 0.149903247 0.009487846 0.266666667 0.039008755 0.791795652 0.152243035 0.009486594 0.266666667 0.038301545 0.79722381 0.151113898 0.009485217 0.266666667 0.037516446 0.77905 0.150934625 0.009483019 0.266666667 0.037445786 0.7625 0.151663368 0.009169152 0.266666667 0.036341821 0.764504762 0.15554484 0.009045617 0.266666667 0.035168757 0.794319048 0.158391419 0.009044855 0.266666667 0.036803878 0.78797 0.158240936 0.008892744 0.266666667 0.037963336 0.776571429 0.158740901 0.008650556 0.266666667 0.038238361 0.769763158 0.15688044 0.008649402 0.266666667 0.038195311 0.752691304 0.154662414 0.00837377 0.266666667 0.038164777 0.749395 0.14883241 0.008008581 0.266666667 0.037877803 0.740568182 0.145947143 0.008059352 0.266666667 0.036387177 0.732577273 0.145846061 0.008048465 0.266666667 0.035471977 0.720295 0.144168103 0.007582607 0.266666667 0.035552544 0.710281818 0.144075818 0.007467929 0.266666667 0.035799312 0.724627273 0.14523215 0.007209168 0.266666667 0.035985282 0.718626316 0.147326653 0.007204759 0.266666667 0.035869067 0.714409524 0.148464558 0.007211845 0.266666667 0.036817931 0.7144 0.148995451 0.007177289 0.266666667 0.037225183 0.708080952 0.148883375 0.00707761 0.266666667 0.037297435 0.711526316 0.145554832 0.006842395 0.266666667 0.037909162 0.694891304 0.144898689 0.006415646 0.266666667 0.037735692 0.694891304 0.145402249 0.006279956 0.266666667 0.038832907 0.698704348 0.141600485 0.006317327 0.266666667 0.039608683 0.67717619 0.140530881 0.00639826 0.266666667 0.040371867 0.680804762 0.14118077 0.006407897 0.266666667 0.040309242 0.679586364 0.142484327 0.006432458 0.266666667 0.041038237 0.682928571 0.142439036 0.006451678 0.266666667 0.042355948 0.68769 0.144487095 0.006463104 0.266666667 0.041460484 0.687033333 0.142864018 0.006479447 0.266666667 0.040656151 0.667355 0.142489261 0.006290852 0.266666667 0.037861157 0.622922727 0.141390719 0.00607104 0.266666667 0.036731414 0.629785
  • 37. 0.140624987 0.006238028 0.266666667 0.037293493 0.650957143 0.141127126 0.006040917 0.266666667 0.037442886 0.689204762 0.142693482 0.005988602 0.266666667 0.036612818 0.702847826 0.144314821 0.0059539 0.266666667 0.036335335 0.71992 0.146863689 0.006022945 0.266666667 0.035744009 0.723786364 0.14920459 0.006139868 0.266666667 0.035304562 0.712738095 0.151327862 0.00627518 0.266666667 0.035323016 0.726471429
  • 38. 0% 10% 20% 30% 1993M01 1994M03 1995M05 1996M07 1997M09 1998M11 2000M01 2001M03 2002M05 2003M07 2004M09 2005M11 2007M01 2008M03 2009M05 2010M07 Period Currencies' Exchange Rates & their JAPAN JORDAN KENYA KUWAIT BHUTAN BRAZIL 0% 50% 100% 1993… 1994… 1995… 1996… 1997… 1998… 1999… 2000… 2001… 2002… 2003… 2004… 2005… 2006… 2007… 2008… 2009… 2010… 2011… 2012… 2013… 2014… 2015… 2016… 2017… 2018… 2019… 2020… High & Low volatility JAPAN JORDAN
  • 39. JAPAN JORDAN KENYA KUWAIT BHUTAN BRAZIL CHINA__P_R___MAINLAND PAKISTAN SAUDI_ARABIA UKRAINE AUSTRALIA
  • 40.
  • 41.
  • 42.
  • 43.
  • 44.
  • 45.
  • 46. 30% 40% 50% 60% 70% 80% 90% 100% Countries' Exchange Rates Patterns hange Rates & their high/low volatility patterns BRAZIL CHINA__P_R___MAINLAND PAKISTAN SAUDI_ARABIA UKRAINE AUSTRALIA 2020…
  • 47.
  • 48.
  • 49.
  • 50.
  • 51.
  • 52.
  • 53.
  • 54.
  • 55. PERIOD JAPAN/KUWAITKENYA/AUSTRALIANKUWAIT/BHUTAN 1993M01 402.6463019 24.41616736 2.15332927 1993M02 394.1901276 24.90367322 2.123051112 1993M03 384.2934378 30.50050574 2.045592002 1993M04 373.6223206 36.9267508 2.048958698 1993M05 367.1261165 43.38006741 2.08951981 1993M06 356.642102 43.46175994 2.132617679 1993M07 357.333581 44.2613544 2.117883379 1993M08 344.6053038 44.39104326 2.122458091 1993M09 351.6349633 42.90652633 2.220825489 1993M10 357.8878566 44.97333633 2.17699166 1993M11 361.0124899 46.41100167 2.121041741 1993M12 367.8336237 46.02837881 2.116692063 1994M01 373.9318036 47.25062604 2.037357218 1994M02 357.5367795 48.26772838 1.989642104 1994M03 353.3736159 47.00542295 2.00522305 1994M04 347.9977351 44.97882798 1.982880605 1994M05 348.694222 42.02723837 1.974806257 1994M06 346.0231974 41.19293974 1.962821694 1994M07 332.4638771 41.13288944 1.968718802 1994M08 335.2415716 41.11829342 1.940765649 1994M09 332.220898 38.30266319 1.935759803 1994M10 331.3999943 31.28745543 1.949303517 1994M11 338.4883584 32.79107459 1.903337351 1994M12 333.8540701 34.96981658 1.837352824 1995M01 333.5384149 34.06098756 1.866979298 1995M02 329.2406503 33.14534641 1.920119063 1995M03 307.3453109 32.47404704 1.981326531 1995M04 286.7256518 32.37615746 1.980437318 1995M05 287.2898637 37.76489512 1.985462428 1995M06 282.8610691 38.58353781 2.002839108 1995M07 290.8864424 41.13329602 1.975319454 1995M08 312.9631498 41.28358497 1.903377349 1995M09 334.3731803 41.80619033 1.857995628 1995M10 335.7417423 42.08177621 1.854281457 1995M11 339.8345733 41.42251924 1.89100141 1995M12 339.9428913 41.3807398 1.901946403 1996M01 353.6583002 42.08118777 1.90090268 1996M02 353.9450162 44.04271716 1.866840621 1996M03 354.0675367 45.06094268 1.828349788 1996M04 358.5801627 45.93115115 1.792524683 1996M05 354.8507989 46.41291094 1.769746121 1996M06 363.1807642 45.89759217 1.781918195 1996M07 365.0179498 45.23319048 1.787009873 1996M08 360.1419955 44.62307584 1.801382228 1996M09 366.1540622 44.74332747 1.778758815 In the above mentioned data as well as grap countires, it is evidant that KUWAIT/BHUTA countries wherein futures/SWAP/options ar JAPAN/KHWAIT show some abnormal trend Best pair of countries as bett KUWAIT/BHUTAN KENYA/AUSTRALIAN JAPAN/KUWAIT
  • 56. 1996M10 374.7795403 44.22863432 1.78122708 1996M11 375.8084819 44.28426986 1.771593794 1996M12 379.5396739 44.00003191 1.767898449 1997M01 392.152491 42.64428171 1.810437236 1997M02 405.8973843 42.13271051 1.838843441 1997M03 404.1931231 43.29823067 1.788025388 1997M04 413.1709067 42.35857728 1.810634697 1997M05 393.0002279 41.67000031 1.819294781 1997M06 377.6462244 40.86283669 1.872002821 1997M07 380.5231471 42.59073629 1.899520451 1997M08 386.6564355 49.75065228 1.902849083 1997M09 396.4225287 46.14486167 1.949040903 1997M10 398.3779452 45.17497295 1.955571227 1997M11 413.2637819 44.45744844 2.028236953 1997M12 424.68925 41.74553255 2.130282087 1998M01 423.720746 40.0231642 2.155458392 1998M02 413.1036156 40.74903038 2.094668547 1998M03 421.5211181 40.27780755 2.105444288 1998M04 431.2183811 38.92475154 2.160028209 1998M05 441.5081615 39.51792094 2.23438646 1998M06 458.6457157 36.50116706 2.338519041 1998M07 458.9524558 36.68051383 2.281607898 1998M08 471.2011974 35.04772474 2.389407616 1998M09 442.4536322 35.33813865 2.395091678 1998M10 402.311652 36.99542121 2.282552891 1998M11 398.6259847 37.8154053 2.224062059 1998M12 389.7069143 38.11691082 2.280860367 1999M01 375.0026506 38.98485451 2.235952045 1999M02 384.6350221 40.01510245 2.20403385 1999M03 393.2652921 40.32944601 2.238660085 1999M04 392.5749563 42.1365168 2.197531735 1999M05 399.501024 45.56748131 2.130141044 1999M06 394.7492286 48.27860788 2.150324401 1999M07 390.8881888 48.08226116 2.14425952 1999M08 372.2184841 48.01963011 2.185698166 1999M09 353.9106632 49.09899506 2.17403385 1999M10 349.9919085 49.23429733 2.164922426 1999M11 345.3295167 47.83004931 2.205401975 1999M12 337.5377626 47.35559896 2.202327221 2000M01 345.5455119 46.48204656 2.14471086 2000M02 357.087621 46.06378026 2.241918195 2000M03 348.271223 45.37399871 2.313653032 2000M04 344.2150055 44.45731128 2.35922426 2000M05 351.3490676 43.93939744 2.438603667 2000M06 346.846288 46.03767536 2.375726375 2000M07 351.7447547 44.98080818 2.395825106 2000M08 351.1464331 44.44206096 2.426191819
  • 57. 2000M09 346.5343963 43.29409745 2.547489422 2000M10 352.8475001 41.81678125 2.673244006 2000M11 353.822784 41.18439676 2.700606488 2000M12 366.3142242 43.11006226 2.575923836 2001M01 383.0798775 43.67802807 2.538307475 2001M02 378.8530001 41.85627173 2.636812412 2001M03 393.9155024 39.25129613 2.793921016 2001M04 402.8705472 38.82584866 2.815345557 2001M05 396.3888401 40.837233 2.712609309 2001M06 396.6313394 40.73411465 2.7222567 2001M07 405.3220326 40.30975167 2.764851904 2001M08 397.726913 41.41286459 2.68764457 2001M09 390.0674728 39.96676437 2.786022567 2001M10 397.2569662 39.86637587 2.793765867 2001M11 398.7744123 40.80984696 2.729320378 2001M12 414.1871931 40.45245635 2.743913105 2002M01 431.4390003 40.61141712 2.7296833 2002M02 433.9348758 40.14580715 2.749153738 2002M03 426.936518 40.9546046 2.688180536 2002M04 427.3615314 41.90565674 2.634499295 2002M05 414.5396285 43.05234572 2.565669958 2002M06 407.172911 44.80531538 2.476248237 2002M07 392.0250982 43.68182095 2.544273625 2002M08 394.2806954 42.72082181 2.601833568 2002M09 398.6888316 43.10851098 2.578434415 2002M10 409.7847577 43.60138515 2.566008463 2002M11 406.7982274 44.64654456 2.513568406 2002M12 406.6326565 44.79168075 2.504428773 2003M01 396.7812677 45.25431624 2.422214386 2003M02 398.5117968 45.64902275 2.374188999 2003M03 395.4644025 46.11800295 2.342143865 2003M04 399.4461951 46.15136856 2.312143865 2003M05 392.8132103 46.32953979 2.179985896 2003M06 395.2617436 48.97710664 2.123046544 2003M07 395.7607666 49.47924114 2.130719323 2003M08 396.5245973 49.45035773 2.166558533 2003M09 387.2227062 51.52700888 2.132454161 2003M10 372.7233611 53.91845398 2.033342736 2003M11 370.5469495 54.92902801 1.970423131 2003M12 366.2555141 56.1347777 1.910056417 2004M01 361.4251781 58.66596437 1.83425952 2004M02 361.5487615 59.40932634 1.813568406 2004M03 368.5885307 57.92962541 1.88112835 2004M04 363.9439769 58.1052922 1.891170663 2004M05 381.8179844 55.90142077 1.999351199 2004M06 371.4517136 55.02738499 2.031833568 2004M07 371.1021717 57.30430048 1.968815233
  • 58. 2004M08 374.4655582 57.37774003 1.986826516 2004M09 373.2897862 56.61339057 2.011029619 2004M10 369.6097727 59.50622531 1.924668547 2004M11 355.9450288 62.43661942 1.834400564 2004M12 352.3454021 61.24716936 1.837094499 2005M01 355.9726027 59.71248746 1.842073343 2005M02 359.1816781 60.06894358 1.806530324 2005M03 360.6600342 58.70340163 1.797249647 2005M04 367.6695205 58.83667425 1.82538787 2005M05 366.1391438 58.53383084 1.840860367 2005M06 372.0267808 58.78571264 1.839788434 2005M07 383.3390411 57.36166111 1.874471086 2005M08 379.1840411 57.70745482 1.852849083 2005M09 380.3339041 56.70985556 1.84303244 2005M10 393.2089041 55.59719558 1.869901269 2005M11 405.5034247 56.37342518 1.869901269 2005M12 406.2964726 54.23788168 1.901114245 2006M01 395.3839384 54.09720533 1.882792124 2006M02 403.7174658 53.25211593 1.901791255 2006M03 401.7528082 52.60277487 1.938081805 2006M04 401.0462329 52.41165929 1.918831693 2006M05 384.6751871 54.77917042 1.847757405 2006M06 396.1182818 54.35373954 1.904809591 2006M07 400.0553365 55.34827684 1.876995769 2006M08 400.7761984 55.59659305 1.84864598 2006M09 404.6776648 55.13226432 1.864118477 2006M10 410.3811994 54.47637907 1.871622003 2006M11 405.8483779 54.92169748 1.826657264 2006M12 405.0978765 54.73500565 1.794174894 2007M01 417.0243481 54.78850602 1.798942172 2007M02 416.567476 54.46253256 1.802976023 2007M03 405.6018192 54.85970357 1.781438646 2007M04 411.1157225 56.58882746 1.709308886 2007M05 418.1921405 55.45971556 1.708758815 2007M06 425.6686107 56.04478868 1.675317348 2007M07 424.6288688 58.18462579 1.625825106 2007M08 414.2625287 55.53251493 1.700423131 2007M09 409.6498058 56.64587454 1.668744711 2007M10 415.2227913 60.09440324 1.568758815 2007M11 403.5109553 58.82458614 1.570256979 2007M12 409.6035044 55.24283283 1.616152698 2008M01 394.1962185 60.02309937 1.599763385 2008M02 392.0353506 64.37121648 1.544724965 2008M03 374.9461984 60.04994913 1.524823695 2008M04 385.6564409 57.93891567 1.515627645 2008M05 391.1421222 58.74425844 1.484112676 2008M06 402.9200415 60.6417875 1.481338028
  • 59. 2008M07 402.6525387 64.20066799 1.46328169 2008M08 409.4216856 61.66967361 1.54571831 2008M09 399.6555597 58.59282051 1.716549296 2008M10 374.9318585 53.1552708 2.031253521 2008M11 356.5732698 51.26120396 2.148070423 2008M12 331.6702877 52.26744536 2.102943662 2009M01 318.3219553 53.51518091 2.077862416 2009M02 318.5944347 51.61616295 2.170135828 2009M03 336.4111506 53.34006636 2.119274707 2009M04 339.7453826 56.70416105 1.977895934 2009M05 332.7208205 59.3730699 1.846998513 2009M06 335.4815583 62.46188591 1.755436707 2009M07 328.8598651 61.67943115 1.752587362 2009M08 330.1979286 63.70167167 1.688548785 2009M09 319.204232 65.09984727 1.63562401 2009M10 315.6329545 68.257728 1.552525027 2009M11 312.4918805 68.77703138 1.53056338 2009M12 313.3419133 67.95652678 1.563344121 2010M01 317.9896921 69.24066129 1.541673301 2010M02 313.4367479 68.0034971 1.589189191 2010M03 313.9432932 70.17911863 1.544338028 2010M04 324.1349912 71.48210865 1.522098592 2010M05 316.3775211 68.44256759 1.616241503 2010M06 311.8322607 69.07075874 1.652112676 2010M07 303.7380346 71.19251617 1.610985915 2010M08 297.3624674 72.39672397 1.564929577 2010M09 294.6279343 75.71588995 1.505070423 2010M10 290.293893 79.13520933 1.436478873 2010M11 293.7993504 79.67125458 1.422394366 2010M12 296.6899311 79.93055556 1.41971831 2011M01 294.7869683 80.64291401 1.415211268 2011M02 295.9526941 82.16843167 1.396478873 2011M03 294.7729566 85.05201495 1.394507042 2011M04 301.8287825 88.80067746 1.33056338 2011M05 295.3243664 91.31038906 1.317746479 2011M06 293.545355 94.41647682 1.328396689 2011M07 290.036049 96.78248714 1.308291635 2011M08 283.5527993 97.47872676 1.340704225 2011M09 279.467525 98.65874885 1.375633803 2011M10 278.9012369 102.4678794 1.391985504 2011M11 281.1923693 94.6358218 1.394225352 2011M12 280.542719 87.71255061 1.391549296 2012M01 276.4055143 89.64801163 1.356478873 2012M02 282.476796 89.21530314 1.313170784 2012M03 296.2996206 87.40115973 1.335915493 2012M04 293.1589119 86.03272114 1.361912218 2012M05 285.7743589 84.33489783 1.409203941
  • 60. 2012M06 283.2110115 84.62042 1.411273251 2012M07 281.0282868 86.60224236 1.368406164 2012M08 279.1407084 88.01896522 1.345420671 2012M09 278.0805591 87.94913365 1.354976555 2012M10 281.084693 87.65996961 1.36747982 2012M11 286.6438417 89.14277614 1.352949045 2012M12 297.1678623 89.986529 1.346210888 2013M01 316.6193182 91.20495043 1.341970645 2013M02 330.3762805 90.241404 1.364883619 2013M03 333.2926197 88.6786642 1.363047589 2013M04 343.2870696 87.41409432 1.356502812 2013M05 354.0525394 83.47533652 1.41983407 2013M06 342.3535389 80.6675091 1.492651156 2013M07 349.6338111 79.66950261 1.535569122 2013M08 344.6797915 79.11132009 1.557619718 2013M09 349.8227395 81.09774929 1.518077593 2013M10 346.606353 81.20588266 1.479633318 2013M11 352.5571271 80.3395 1.509439387 2013M12 366.2362949 77.52874214 1.567978235 2014M01 367.7633576 76.39892717 1.589322517 2014M02 361.9915364 77.3595108 1.570862141 2014M03 363.5063089 78.45590271 1.552679877 2014M04 364.5773428 80.76573904 1.512285364 2014M05 361.8717504 81.37155827 1.51296938 2014M06 361.9550043 82.0601151 1.50370696 2014M07 364.2301731 82.433584 1.499628092 2014M08 362.9177154 81.97250914 1.513905001 2014M09 374.1739747 80.50478891 1.554277233 2014M10 374.1736968 78.38312361 1.603356061 2014M11 399.7537825 77.8185486 1.628200829 2014M12 408.4985811 74.5520513 1.708608676 2015M01 402.2668876 73.645296 1.74724067 2015M02 401.4711164 71.26933765 1.808058826 2015M03 402.877672 70.91771386 1.821790016 2015M04 396.7428257 72.19004509 1.823044073 2015M05 399.7567853 76.170132 1.782333309 2015M06 409.5817434 75.44616045 1.823891805 2015M07 407.2409653 75.12208 1.897381053 2015M08 407.4794606 74.70261473 1.931225649 2015M09 398.2635794 74.31163764 1.99521381 2015M10 397.3275785 74.02495909 1.955564247 2015M11 403.3584012 73.09971586 1.968563171 2015M12 401.6333608 74.07619809 1.942993582 2016M01 389.9136273 71.913699 2.003771097 2016M02 383.8517794 72.65521862 1.975954144 2016M03 375.5354424 75.95467474 1.88196003 2016M04 364.6213391 77.55442159 1.83841826