year,is_outbreak,outbreak_name,hard_aspect_count,Jupiter-Saturn_angle,Jupiter-Saturn_aspect,Jupiter-Uranus_angle,Jupiter-Uranus_aspect,Jupiter-Neptune_angle,Jupiter-Neptune_aspect,Jupiter-Pluto_angle,Jupiter-Pluto_aspect,Saturn-Uranus_angle,Saturn-Uranus_aspect,Saturn-Neptune_angle,Saturn-Neptune_aspect,Saturn-Pluto_angle,Saturn-Pluto_aspect,Uranus-Neptune_angle,Uranus-Neptune_aspect,Uranus-Pluto_angle,Uranus-Pluto_aspect,Neptune-Pluto_angle,Neptune-Pluto_aspect
1900,False,None,3,29.027120980990844,None,7.1709686688549255,Conjunction,154.94825718352007,None,165.42526039788473,None,21.85615231213592,None,176.02462183548909,Opposition,165.54761862112443,None,162.119225852375,None,172.59622906673965,Opposition,10.477003214364657,None
1901,False,None,2,5.343754027521925,Conjunction,24.155600656872394,None,171.2696532519284,None,159.62070636122493,None,29.49935468439432,None,165.92589922440646,None,154.276952333703,None,164.57474609119922,None,176.22369298190267,Opposition,11.648946890703456,None
1902,False,None,1,20.572068311078738,None,57.77448897992997,None,135.22024458733097,None,122.40523561119778,None,37.20242066885123,None,155.7923128984097,None,142.97730392227652,None,167.00526643273906,None,179.82027540887225,Opposition,12.8150089761332,None
1903,False,None,3,45.06090769656976,None,90.02788231667824,Square,100.5649224449287,None,86.58954525663978,Square,44.96697462010849,None,145.62583014149845,None,131.65045295320954,None,169.40719523839306,None,176.61742757331803,Opposition,13.975377188288945,None
1904,False,None,1,66.16010270321686,None,118.94362944181955,None,69.3553134951981,None,54.21035639441638,None,52.78352673860269,None,135.51541619841495,None,120.37045909763322,None,171.70105706298236,None,173.1539858362359,Opposition,15.144957100781724,None
1905,False,None,2,83.6553111640855,Square,144.32933218065904,None,41.63285610913612,None,25.338543181271127,None,60.67402101657353,None,125.28816727322163,None,108.99385434535662,None,174.03781171020483,Opposition,169.66787536193016,None,16.294312927864993,None
1906,False,None,3,98.58165184602478,None,167.18887459437937,None,16.46942298035445,None,0.9690601920318471,Conjunction,68.60722274835456,None,115.05107482637925,None,97.61259165399298,Square,176.3417024252662,Opposition,166.21981440234754,None,17.4384831723863,None
1907,False,None,3,111.89758309151068,None,171.52728057466436,None,7.087468950000144,Conjunction,25.66424368368284,None,76.57513633382496,None,104.81011414151055,None,86.23333940782788,Square,178.6147495246645,Opposition,162.8084757416528,None,18.576774733682697,None
1908,False,None,3,124.65171560695018,None,150.7025613486989,None,30.079168671042197,None,49.80201384861465,None,84.64572304435092,Square,94.57254693590798,Square,74.84970175833553,None,179.2182699802589,Opposition,159.49542480268644,None,19.722845177572452,None
1909,False,None,3,137.37062313931293,None,129.9482031382979,None,53.051105472683034,None,73.89915950264653,None,92.68117372238919,Square,84.31951766662989,Square,63.4714636366664,None,177.00069138901904,Opposition,156.15263735905557,None,20.848054029963492,None
1910,False,None,1,151.3124443071864,None,107.95621284650579,None,77.23411573663606,None,99.20025521607381,None,100.73134284630783,None,74.07832857055035,None,52.11218909111259,None,174.80967141685815,Opposition,152.84353193742038,None,21.966139479437757,None
1911,False,None,2,167.73299628539314,None,83.47522736058502,Square,103.88012855537681,None,126.95681200644702,None,108.79177635402186,None,63.852867730016314,None,40.776184278946104,None,172.64464408403816,Opposition,149.56796063296795,None,23.07668345107021,None
1912,False,None,1,172.31107152668702,Opposition,55.307424196883204,None,134.11598987308025,None,158.30769581470636,None,117.00364732980381,None,53.57293860023274,None,29.381232658606613,None,170.57658593003657,None,146.38487998841043,None,24.191705941626125,None
1913,False,None,0,148.23494030289368,None,23.150390833203346,None,168.38837769163962,None,166.32602033429038,None,125.08454946969033,None,43.37668200546668,None,18.0910800313967,None,168.46123147515704,None,143.17562950108703,None,25.285601974069976,None
1914,False,None,1,122.35292927283405,None,10.812625653121813,None,155.56126356378425,None,129.18993590229672,None,133.16555492595586,None,33.20833429095022,None,6.8370066294627065,Conjunction,166.37388921690606,None,140.00256155541854,None,26.371327661487513,None
1915,False,None,2,98.28172102434144,None,42.96412190033408,None,121.3517368285751,None,93.90279756363373,Square,141.24584292467551,None,23.07001580423365,None,4.378923460707682,Conjunction,164.31585872890918,None,136.86691946396783,None,27.44893926494133,None
1916,False,None,1,77.77720549036296,None,71.70372100546496,None,90.6468387247835,Square,62.11769947403849,None,149.48092649582793,None,12.869633234420547,None,15.659506016324471,None,162.35055973024848,None,133.82142047950344,None,28.52913925074502,None
1917,False,None,2,60.52569167013143,None,97.0259770572145,Square,63.32651230095396,None,33.735455568260356,None,157.55166872734594,None,2.8008206308225283,Conjunction,26.790236101871074,None,160.3524893581685,None,130.76143262547487,None,29.591056732693602,None
1918,True,Spanish Flu,2,45.65150539128868,None,119.96663475820401,None,38.418797958822,None,7.773036540711431,Conjunction,165.6181401494927,None,7.2327074324666825,Conjunction,37.87846885057725,None,158.385432717026,None,127.73967129891543,None,30.645761418110567,None
1919,True,Spanish Flu (Cont),1,32.22181769538042,None,141.45854108949527,None,14.988347952739204,None,16.70479245810894,None,173.6803587848757,Opposition,17.23346974264122,None,48.926610153489364,None,156.4468890422345,None,124.75374863138632,None,31.693140410848144,None
1920,True,Cholera (Major),1,19.25823032445905,None,162.5822909055009,None,8.00013917849094,None,40.74070569090658,None,178.15947877004004,Opposition,27.25836950294999,None,59.99893601536563,None,154.58215172700997,None,121.84158521459432,None,32.74056651241564,None
1921,False,None,2,6.094190937327539,Conjunction,176.21440502404403,Opposition,31.09948725374062,None,64.8705537437451,None,170.1202140867165,None,37.19367819106816,None,70.96474468107264,None,152.68610772221535,None,118.91504123221085,None,33.771066490004486,None
1922,False,None,1,8.437580278152808,None,153.63177457740687,None,55.55961814718549,None,90.35217299410274,Square,162.06935485555968,None,47.12203786903268,None,81.91459271594994,None,150.80860727540764,None,116.01605242849038,None,34.792554846917255,None
1923,False,None,2,25.578328282247924,None,128.41636947310192,None,82.6374939469058,Square,118.44170349474888,None,153.99469775534985,None,57.05916566465788,None,92.86337521250096,Square,148.94613657999227,None,113.1419270321492,None,35.80420954784307,None
1924,False,None,0,46.39326078318683,None,99.48813262094473,None,113.38255709089188,None,150.19235018811287,None,145.88139340413156,None,66.98929630770505,None,103.79908940492604,None,147.1293102881634,None,110.3195171909424,None,36.80979309722099,None
1925,False,None,1,71.04477313624068,None,66.71729396799884,None,147.9968030979873,None,174.2044170346528,Opposition,137.76206710423952,None,76.95202996174663,None,114.75080982910652,None,145.28590293401385,None,107.48712306665396,None,37.79877986735988,None
1926,False,None,3,96.97138558170144,Square,32.632644742694026,None,176.0848507035562,Opposition,137.30885918061452,None,129.60403032439547,None,86.94376371474235,Square,125.71975523768404,None,143.4522059608622,None,104.67621443792049,None,38.775991522941695,None
1927,False,None,2,120.68837441178337,None,0.7179575055253387,Conjunction,142.34618864465105,None,102.60493718048772,None,121.4063319173087,None,96.96543694356558,Square,136.7066884077289,None,141.62823113912572,None,101.88697967496238,None,39.74125146416334,None
1928,False,None,0,140.97918126889465,None,27.73882778211655,None,112.09375053836756,None,71.39783024195573,None,113.24035348677808,None,106.9270681927378,None,147.62298848914963,None,139.83257832048412,None,99.13665802407229,None,40.69592029641183,None
1929,False,None,2,157.88945377034685,None,52.917156470626814,None,85.10985208874621,Square,43.472526157952245,None,104.97229729972003,None,117.00069414090694,None,158.6380200717009,None,138.02700855937303,None,96.38968262857907,Square,41.63732593079396,None
1930,False,None,3,172.48962755013525,Opposition,75.82826996783504,None,60.40523425746876,None,17.837380621385634,None,96.66135758230024,Square,127.10513819239597,None,169.6729918284791,None,136.23350422530382,None,93.66565058922068,Square,42.56785363608313,None
1931,False,None,6,174.3072533565362,Opposition,97.38243802051477,Square,37.0680536458713,None,6.419522467295238,Conjunction,88.31030862294904,Square,137.2391997106649,None,179.27322417616855,Opposition,134.45049166638606,None,90.96291555321953,Square,43.48757611316654,None
1932,False,None,1,161.38064972801982,None,118.60832544349316,None,14.06709995678554,None,30.32597296257572,None,80.011024828487,None,147.31354977123428,None,168.29337730940446,None,132.6754254002787,None,88.28235248091744,Square,44.39307291936126,None
1933,False,None,1,148.35675645529827,None,140.05340771591193,None,9.152720835641247,None,54.441530484296024,None,71.58983582878977,None,157.50947729093951,None,157.20171306040572,None,130.90068688027068,None,85.61187723161592,Square,45.28880964865478,None
1934,False,None,1,133.84827052823272,None,163.00441281895323,None,33.8772264523935,None,80.04909591783478,None,63.14731665281403,None,167.72549698062622,None,146.1026335539325,None,129.12718636655973,None,82.95531690111847,Square,46.171869465441276,None
1935,False,None,1,116.56459046825361,None,171.25826090927367,None,61.39064764155788,None,108.43178660696435,None,54.69367044102006,None,177.9552381098115,Opposition,135.00362292478204,None,127.35109144916845,None,80.30995248376198,None,47.041138965406475,None
1936,False,None,2,95.49664882907376,Square,141.76679037923677,None,92.67898770372815,Square,140.5674686772779,None,46.270141550162975,None,171.82436346719808,None,123.93588249364834,None,125.55422191703508,None,77.66574094348533,None,47.88848097354975,None
1937,False,None,1,70.77005964758825,None,108.57739237020763,None,127.66219727235551,None,176.38821560982444,Opposition,37.80733272261938,None,161.56774308005623,None,112.8417247425873,None,123.76041035743685,None,75.03439201996792,None,48.72601833746893,None
1938,False,None,0,45.21791017668039,None,74.58331044303264,None,163.46079926168963,None,146.9926644675091,None,29.36540026635225,None,151.32129056163,None,101.77475429082872,None,121.95589029527775,None,72.40935402447647,None,49.54653627080127,None
1939,False,None,1,22.17317047372431,None,43.12673473649847,None,163.2666308026755,None,112.9170897247464,None,20.95356426277416,None,141.09346032895118,None,90.74391925102209,Square,120.13989606617702,None,69.79035498824794,None,50.34954107792909,None
1940,False,None,2,2.6580134609846837,Conjunction,15.193258265698752,None,133.475013074111,None,82.35185169971749,Square,12.535244804714068,None,130.8169996131263,None,79.6938382387328,None,118.28175480841223,None,67.15859343401873,None,51.123161374393504,None
1941,False,None,1,13.753305950964261,None,9.568458964234573,None,106.87175950271708,None,54.9818026122349,None,4.1848469867296885,Conjunction,120.62506545368134,None,68.73510856319916,None,116.44021846695165,None,64.55026157646947,None,51.88995689048218,None
1942,False,None,2,28.026177100243615,None,32.15282294916954,None,82.4362198516382,Square,29.796433782271308,None,4.126645848925925,Conjunction,110.46239695188181,None,57.82261088251492,None,114.58904280080773,None,61.94925673144085,None,52.63978606936689,None
1943,False,None,1,41.06505565175057,None,53.463362050287316,None,59.264256025434904,None,5.891546707651486,Conjunction,12.398306398536747,None,100.32931167718547,None,46.956602359402055,None,112.72761807572222,None,59.3549087579388,None,53.37270931778342,None
1944,False,None,1,53.80220630521923,None,74.50370356128283,None,36.308395569288194,None,17.764249290016494,None,20.701497256063604,None,90.11060187450742,Square,36.037957015202736,None,110.81209913057103,None,56.73945427126634,None,54.07264485930469,None
1945,False,None,1,67.0375529940742,None,95.91659657065257,Square,13.007689979473781,None,41.76241105969234,None,28.87904357657837,None,80.04524297354799,None,25.275141934381864,None,108.92428655012635,None,54.15418551096023,None,54.77010103916612,None
1946,False,None,0,81.99104686182977,None,118.99318489953649,None,11.97216846935035,None,67.42110176999392,None,37.002138037706715,None,70.01887839247942,None,14.569945091835848,None,107.02101643018614,None,51.57208312954256,None,55.448933300643574,None
1947,False,None,2,99.97414380976906,None,145.04416614620237,None,39.94404195590187,None,96.05220900297627,Square,45.0700223364333,None,60.030101853867194,None,3.921934806792791,Conjunction,105.10012419030049,None,48.99195714322609,None,56.1081670470744,None
1948,False,None,2,121.79094584763354,None,174.92209521120958,Opposition,71.8166487320257,None,128.542700525765,None,53.13114936357603,None,49.97429711560784,None,6.751754678131476,Conjunction,103.10544647918387,None,46.37939468544455,None,56.726051793739316,None
1949,False,None,0,147.2395471567973,None,151.68168000019898,None,107.17972589140729,None,164.52037568752033,None,61.07877284300372,None,40.05982126539001,None,17.280828530723028,None,101.13859410839373,None,43.79794431228069,None,57.34064979611304,None
1950,False,None,1,173.00316171445934,Opposition,118.0176170025697,None,142.83642162516813,None,159.23248364379555,None,68.97922128297095,None,30.16674008929121,None,27.764354641745115,None,99.14596137226216,None,41.21486664122584,None,57.931094731036325,None
1951,False,None,3,164.09605588614633,None,87.25678645391949,Square,175.61774103868225,Opposition,125.88617813590777,None,76.83926943222686,None,20.286203075171414,None,38.209877750238576,None,97.12547250739827,Square,38.62939168198828,None,58.49608082540999,None
1952,False,None,3,144.71043627869534,None,60.06695416480715,None,155.08407563962854,None,96.07359882251106,Square,84.64348211388818,Square,10.373639360933197,None,48.63683745618428,None,95.01712147482138,Square,36.0066446577039,None,59.01047681711748,None
1953,False,None,3,128.38607377640903,None,35.952719776732366,None,128.89317858363404,None,69.3708869888554,None,92.43335399967667,Square,0.5071048072250051,Conjunction,59.01518678755363,None,92.94045880690167,Square,33.41816721212304,None,59.522291594778636,None
1954,False,None,1,114.11464553225746,None,13.901978662254251,None,104.73940827253587,None,44.73147521655635,None,100.2126668700032,None,9.375237259721587,None,69.38317031570111,None,90.83742961028162,Square,30.829496554302096,None,60.00793305597952,None
1955,False,None,2,101.00190912150931,None,6.988374180557443,Conjunction,81.72115224628696,None,21.253350701885736,None,107.99028330206676,None,19.28075687522235,None,79.74855841962358,None,88.7095264268444,Square,28.24172488244318,None,60.467801544401226,None
1956,False,None,4,87.95498775431028,Square,27.714915817010564,None,58.78089595479466,None,2.0934056114672046,Conjunction,115.66990357132084,None,29.174091799515622,None,90.04839336577749,Square,86.49581177180522,Square,25.62151020554336,None,60.87430156626186,None
1957,True,Asian Flu,1,74.47891733937121,None,48.96672450545536,None,35.35366932687796,None,25.928065119052917,None,123.44564184482657,None,39.125248012493245,None,100.40698245842412,None,84.32039383233332,Square,23.038659386402443,None,61.28173444593088,None
1958,False,None,1,59.17364943682864,None,72.05765970787527,None,10.063369461430312,None,51.59895254774949,None,131.2313091447039,None,49.11027997539833,None,110.77260198457813,None,82.12102916930559,Square,20.458707160125783,None,61.6623220091798,None
1959,False,None,0,40.716801695550515,None,98.3095512435628,None,18.411722811791094,None,80.42700097974165,None,139.0263529391133,None,59.12852450734161,None,121.14380267529216,None,79.8978284317717,None,17.882550263821145,None,62.015278167950555,None
1960,False,None,0,18.253951122507885,None,128.44767739524207,None,50.85813889199957,None,113.16652992358098,None,146.70162851774995,None,69.11209001450746,None,131.42048104608887,None,77.5895385032425,None,15.281147471661086,None,62.30839103158141,None
1961,False,None,2,7.293122446289999,Conjunction,161.8040745171997,None,86.48688354996904,Square,149.08804650897451,None,154.5109520709097,None,79.19376110367904,None,141.79492406268452,None,75.31719096723066,None,12.71602800822518,None,62.60116295900548,None
1962,False,None,2,32.541879263076225,None,165.1332745073313,None,121.848512197437,None,175.29003530956342,Opposition,162.32484622959248,None,89.30663293436078,Square,152.16808542736035,None,73.0182132952317,None,10.156760802232128,None,62.861452492999575,None
1963,False,None,1,54.602054105490936,None,135.26073718187826,None,154.0474538881832,None,142.86481411879447,None,170.1372087126308,None,99.4453997826923,None,162.53313177571462,None,70.6918089299385,None,7.6040769369161865,Conjunction,63.08773199302232,None
1964,False,None,4,73.23922617526762,None,108.88532521278103,None,177.17112099880293,Opposition,113.9239642271979,None,177.87544861195136,Opposition,109.58965282592945,None,172.83680959753448,Opposition,68.28579578602191,None,5.038639014416873,Conjunction,63.247156771605034,None
1965,False,None,6,88.84747684672232,Square,85.46955144618335,Square,151.37883043874058,None,87.97522985291423,Square,174.3170282929057,Opposition,119.77369271453708,None,176.82270669963657,Opposition,65.90927899255723,None,2.5056784067308797,Conjunction,63.403600585826354,None
1966,False,None,1,102.56620628614797,None,63.96982850094088,None,127.47893138204617,None,63.95348679647009,None,166.53603478708885,None,129.95486233180586,None,166.51969308261806,None,63.50910288110529,None,0.016341704470789864,Conjunction,63.52544458557608,None
1967,False,None,1,115.2936837759053,None,43.49082706793462,None,104.57982261284155,None,40.96580889805847,None,158.7845108438399,None,140.12649361125315,None,156.25949267396376,None,61.088995544906936,None,2.525018169876148,Conjunction,63.614013714783084,None
1968,True,Hong Kong Flu,1,128.031848432869,None,23.00002074543471,None,81.60903753911015,None,17.972295875200615,None,151.0318691783037,None,150.35911402802085,None,146.0041443080696,None,58.60901679367544,None,5.0277248702340955,Conjunction,63.63674166390953,None
1969,False,None,3,141.48473578481065,None,1.8417216576423243,Conjunction,58.00176012631971,None,5.658957649168428,Conjunction,143.32645744245298,None,160.51350408886964,None,135.82577813564222,None,56.160038468677385,None,7.500679306810753,Conjunction,63.66071777548814,None
1970,False,None,0,157.00926698427693,None,21.351753161446368,None,32.347651353872436,None,31.305622199971083,None,135.65751382283057,None,170.64308166185063,None,125.70364478430585,None,53.699404515318804,None,9.953869038524715,None,63.65327355384352,None
1971,False,None,3,175.9180035885587,Opposition,47.89261050459828,None,3.336691124032484,Conjunction,60.27787935030943,None,128.0253930839604,None,179.25469471259117,Opposition,115.64012423824926,None,51.229301628630765,None,12.385268845711153,None,63.61457047434192,None
1972,False,None,1,161.31758346496753,None,78.36643791980103,None,29.64232713937622,None,93.15556441054815,Square,120.31597861523143,None,169.04008939565625,None,105.52685212448431,None,48.72411078042481,None,14.789126490747122,None,63.51323727117193,None
1973,False,None,1,135.60336764034486,None,111.65499683512957,None,65.408305920326,None,128.82173943890106,None,112.74163552452559,None,158.98832643932917,None,95.5748929207541,Square,46.246690914803565,None,17.166742603771496,None,63.41343351857506,None
1974,False,None,1,110.65200169919416,None,144.14648610899437,None,100.38004287387156,None,163.66218287309104,None,105.20151219181147,None,148.96795542693428,None,85.6858154277148,Square,43.76644323512281,None,19.515696764096674,None,63.28213999921948,None
1975,False,None,3,89.01401349112643,Square,173.29262955275777,Opposition,132.00686359854618,None,164.8733855284618,None,97.69335695611579,Square,138.9791229103274,None,75.85937203733536,None,41.2857659542116,None,21.83398491878043,None,63.11975087299203,None
1976,False,None,1,70.80148079501754,None,160.8843888438252,None,160.3240205722919,None,136.77994731535102,None,90.08290804880768,Square,128.87449863269057,None,65.9784665203335,None,38.79159058388291,None,24.104441528474183,None,62.89603211235709,None
1977,False,None,2,55.269746219073625,None,137.90476391025572,None,174.2229447037305,Opposition,111.55000378592288,None,82.6350176911821,Square,118.95319848465687,None,56.28025756684926,None,36.31818079347477,None,26.35476012433284,None,62.67294091780761,None
1978,False,None,1,41.46203857301994,None,116.674139162283,None,150.52475261026774,None,88.10284765276604,Square,75.21210058926306,None,109.06271403724779,None,46.640809079746106,None,33.85061344798473,None,28.571291509516954,None,62.42190495750168,None
1979,False,None,1,28.49861513385781,None,96.30564218847823,Square,127.6973554358014,None,65.5521585976305,None,67.80702705462042,None,99.19874030194359,None,37.053543463772684,None,31.391713247323167,None,30.753483590847736,None,62.145196838170904,None
1980,False,None,1,15.398029391754761,None,75.723666295685,None,104.66675837214703,None,42.84688524373439,None,60.325636903930246,None,89.26872898039227,Square,27.44885585197963,None,28.943092076462023,None,32.876781051950616,None,61.81987312841264,None
1981,True,HIV/AIDS Emergence,1,1.3946919045293669,Conjunction,54.339796724926174,None,80.85424200158707,None,19.35154558665414,None,52.94510482039681,None,79.4595500970577,None,17.956853682124773,None,26.514445276660894,None,34.988251138272034,None,61.50269641493293,None
1982,False,None,1,14.8176623076549,None,30.725885411060432,None,54.82981680152298,None,6.3389026896638825,Conjunction,45.54354771871533,None,69.64747910917788,None,8.478759617991017,None,24.10393139046255,None,37.064788100724314,None,61.16871949118686,None
1983,False,None,2,34.4953521926808,None,3.609918155887584,Conjunction,25.32441999918592,None,35.49709722595509,None,38.10527034856838,None,59.81977219186672,None,1.0017450332742897,Conjunction,21.714501843298336,None,39.10701538184267,None,60.82151722514101,None
1984,False,None,0,58.02811200649748,None,27.424148724036655,None,8.067650639229214,None,68.50915914789931,None,30.603963282460825,None,49.960461367268266,None,10.481047141401831,None,19.35649808480744,None,41.085010423862656,None,60.4415085086701,None
1985,False,None,1,83.92630014629458,Square,60.84839471696466,None,43.830247519764896,None,103.90605648761061,None,23.077905429329917,None,40.09605262652968,None,19.979756341316033,None,17.018147197199767,None,43.05766177064595,None,60.07580896784572,None
1986,False,None,1,108.55754131152705,None,93.06713717801358,Square,78.35982890392216,None,138.06333964170182,None,15.490404133513465,None,30.197712407604882,None,29.50579833017477,None,14.707308274091417,None,44.996202463688235,None,59.70351073777965,None
1987,False,None,1,129.7178389903168,None,121.87880860490145,None,109.45332867091872,None,168.77902739804887,None,7.839030385415356,Conjunction,20.264510319398084,None,39.06118840773206,None,12.425479933982729,None,46.90021879314742,None,59.325698727130145,None
1988,False,None,1,147.71082552864002,None,147.55607040347658,None,137.37005781186528,None,163.70233823588484,None,0.15475512516343315,Conjunction,10.340767716774735,None,48.58683623547515,None,10.186012591611302,None,48.74159136063858,None,58.92760395224988,None
1989,False,None,3,162.90002529472102,None,170.5221122913541,None,162.55731872621234,None,138.89680042597973,None,7.622086996633072,Conjunction,0.34270656850867454,Conjunction,58.20317427929925,None,7.964793565141747,Conjunction,50.581087282666175,None,58.54588084780792,None
1990,False,None,3,176.4285366773911,Opposition,168.10977273387925,None,173.88401691926305,Opposition,115.71926031440529,None,15.461690588729653,None,9.68744640334586,None,67.85220300820362,None,5.774244185383793,Conjunction,52.390512419473964,None,58.16475660485776,None
1991,False,None,2,170.83506035248155,None,147.4748077625016,None,151.08909021746098,None,93.30105441106545,Square,23.36025258997995,None,19.74597013502057,None,77.5340059414161,None,3.6142824549593797,Conjunction,54.17375335143615,None,57.78803580639553,None
1992,False,None,2,157.78308562820683,None,126.48228940022614,None,127.98103958368927,None,70.57310115103374,None,31.300796227980697,None,29.802046044517567,None,87.2099844771731,Square,1.4987501834631303,Conjunction,55.9091882491924,None,57.40793843265553,None
1993,False,None,2,143.8630286449464,None,104.5511707652553,None,103.95178151692957,None,46.90057132518774,None,39.311857879691104,None,39.91124712801684,None,96.96245731975867,Square,0.5993892483257355,Conjunction,57.650599440067566,None,57.05121019174183,None
1994,False,None,1,127.57703972391559,None,80.21309475474206,None,77.54645577834972,None,20.837455589386224,None,47.36394496917353,None,50.030583945565866,None,106.73958413452937,None,2.666638976392335,Conjunction,59.375639165355835,None,56.7090001889635,None
1995,False,None,1,107.67004569144524,None,52.22114440279381,None,47.518259067584154,None,8.865782639913135,None,55.44890128865143,None,60.151786623861085,None,116.53582833135837,None,4.702885335209658,Conjunction,61.08692704270695,None,56.38404170749729,None
1996,False,None,2,83.99874356377222,Square,20.37512445262172,None,13.676279708757875,None,42.396848611469096,None,63.623619111150504,None,70.32246385501435,None,126.39559217524132,None,6.6988447438638445,Conjunction,62.771973064090815,None,56.07312832022697,None
1997,False,None,0,58.323827053026605,None,13.448648525338399,None,22.124565526342167,None,77.91598528660114,None,71.772475578365,None,80.44839257936877,None,136.23981233962775,None,8.675917001003768,None,64.46733676126274,None,55.791419760258975,None
1998,False,None,1,34.29770846720959,None,45.63568694674217,None,56.258960826866655,None,111.79169662348784,None,79.93339541395176,None,90.55666929407624,Square,146.0894050906974,None,10.623273880124486,None,66.15600967674567,None,55.53273579662118,None
1999,False,None,2,13.781931489032662,None,74.31762121712978,None,86.85936315848204,Square,142.15723376917404,None,88.09955270616246,Square,100.64129464751471,None,155.93916525820669,None,12.541741941352257,None,67.83961255204423,None,55.29787061069197,None
2000,False,None,2,3.5513130711614167,Conjunction,99.95320851694936,None,114.38156889941905,None,169.46794963133956,None,96.40189544578794,Square,110.83025582825763,None,165.91663656017815,None,14.428360382469691,None,69.5147411143902,None,55.086380731920514,None
2001,False,None,1,18.406867311519093,None,122.9919551602598,None,139.28438635646967,None,165.8149743031458,None,104.58508784874073,None,120.87751904495059,None,175.77815838533513,Opposition,16.29243119620986,None,71.1930705365944,None,54.900639340384544,None
2002,True,SARS (Early),1,31.76294212545946,None,144.5325937401159,None,162.66270968799788,None,142.59768360394162,None,112.76965161465645,None,130.89976756253841,None,174.36062572940108,Opposition,18.13011594788196,None,72.86972265594247,None,54.739606708060506,None
2003,True,SARS,1,44.49265880496425,None,165.44592437450413,None,174.61130748438538,Opposition,120.00705439222455,None,120.9532655695399,None,140.89603371065039,None,164.49971319718878,None,19.94276814111049,None,74.54702123327132,None,54.60425309216083,None
2004,False,None,2,57.529364472073595,None,173.19634147275215,Opposition,151.45953763874283,None,96.9602072514044,Square,129.27429405517427,None,151.0110978891836,None,154.48957172347798,None,21.736803834009322,None,76.23613422134775,None,54.49933038733843,None
2005,False,None,0,71.84453250145228,None,150.72361342321398,None,127.21678074897505,None,72.7967427942666,None,137.43185407533375,None,160.93868674957267,None,144.64127529571888,None,23.50683267423892,None,77.92687062894737,None,54.42003795470845,None
2006,False,None,1,88.76835265610282,Square,125.6566666566791,None,100.39925895327823,None,46.02916322771651,None,145.57498068721807,None,170.83238839061895,None,134.79751588381933,None,25.257407703400872,None,79.6275034289626,None,54.370095725561725,None
2007,False,None,2,109.51647654261356,None,96.78153361739908,Square,69.79091586644591,None,15.440388079436275,None,153.70198983998736,None,179.30739240905947,Opposition,124.95686462204984,None,26.990617750953163,None,81.3411455379628,None,54.35052778700964,None
2008,False,None,1,133.91209398005677,None,64.17830099495234,None,35.4553003415121,None,18.915278517016475,None,161.9096050249909,None,169.36739432156887,None,114.99681546304029,None,28.723000653440238,None,83.09357951196881,Square,54.370578858528575,None
2009,True,Swine Flu (H1N1),2,159.9777506057687,None,30.023132755698555,None,0.40755641153458555,Conjunction,54.8229916856522,None,169.99911663853274,None,159.57019419423412,None,105.1547589201165,None,30.43068916723314,None,84.84612444135075,Square,54.41543527411761,None
2010,False,None,6,176.0479255045061,Opposition,2.0407162757736286,Conjunction,34.16835515461855,None,88.6605330072183,Square,178.08864178027974,Opposition,149.78371934087534,None,95.29154148827558,Square,32.12763887884489,None,86.61981673144464,Square,54.49217785259975,None
2011,False,None,3,155.71646153082693,None,30.47231689754903,None,64.28808540019838,None,118.88824081047969,None,173.81122157162403,Opposition,139.99545306897465,None,85.39529765869338,Square,33.815768502649405,None,88.41592391293068,Square,54.600155410281275,None
2012,False,None,2,138.42740428232963,None,55.88395559878809,None,91.40320146757415,Square,146.15263386362375,None,165.6886401188823,None,130.16939425009625,None,75.41996185404665,None,35.51924586878607,None,90.26867826483567,Square,54.7494323960496,None
2013,False,None,1,123.61482448867565,None,78.82526550889396,None,116.02023197681305,None,170.93629174235141,None,157.55991000243037,None,120.3649435345113,None,65.44888376897293,None,37.19496646791907,None,92.11102623345744,Square,54.916059765538364,None
2014,True,Ebola (West Africa),1,110.23019575118086,None,100.37583684765372,None,139.24113570292008,None,165.649041222464,None,149.3939674011654,None,110.52866854589908,None,55.41884547128316,None,38.86529885526636,None,93.97512192988228,Square,55.10982307461592,None
2015,False,None,2,97.4077806923982,Square,121.4060309846241,None,161.9369965036414,None,142.73333201094601,None,141.1861883229777,None,100.65522280396038,None,45.32555131854781,None,40.530965519017286,None,95.86063700442986,Square,55.329671485412575,None
2016,False,None,4,84.02052324630722,Square,142.95791398065046,None,174.81623052136396,Opposition,119.22498611639591,None,133.02156277304232,None,90.79570727505674,Square,35.20446287008869,None,42.225855497985606,None,97.81709990295366,Square,55.59124440496805,None
2017,False,None,1,69.42456788062285,None,165.826021213755,None,150.2838666144568,None,94.41955865175473,Square,124.74941090562214,None,80.85929873383395,None,24.99499077113188,None,43.89011217178819,None,99.75442013449026,None,55.86430796270207,None
2018,False,None,0,52.09280741197338,None,168.5336055016082,None,122.97808352055208,None,66.8144951546644,None,116.44079808963482,None,70.8852761085787,None,14.721687742691017,None,45.55552198105613,None,101.71911034694381,None,56.163588365887676,None
2019,True,COVID-19 (Start),2,30.872902638024414,None,138.9774689335594,None,91.75254519449271,Square,35.26288462245196,None,108.104566295535,None,60.8796425564683,None,4.38998198442755,Conjunction,47.224923739066696,None,103.71458431110744,None,56.48966057204075,None
2020,True,COVID-19 (Peak),3,6.074794683412279,Conjunction,105.92314320064236,None,56.983493478075786,None,0.12221821874140915,Conjunction,99.84834851723008,None,50.90869879466351,None,5.952576464670869,Conjunction,48.93964972256657,None,105.80092498190095,None,56.86127525933438,None
2021,True,COVID-19 (Delta/Omicron),1,19.645926986201175,None,71.82088419727228,None,21.194984931963916,None,36.0468214278082,None,91.46681118347345,Square,40.84091191816509,None,16.400894441607022,None,50.62589926530836,None,107.86770562508048,None,57.24180635977211,None
2022,False,None,1,42.83040080994584,None,40.24148602488977,None,12.0832423212089,None,69.73256398689409,None,83.0718868348356,Square,30.747158488736943,None,26.90216317694825,None,52.32472834609871,None,109.97405001178387,None,57.64932166568519,None
2023,False,None,0,62.31392257194432,None,12.355432745134522,None,41.68221945999801,None,99.76446593293906,None,74.66935531707884,None,20.631703111946308,None,37.45054336099474,None,54.03765220513253,None,112.11989867807355,None,58.08224647294105,None
2024,False,None,0,78.89935751996688,None,12.582154519571176,None,68.39347182051426,None,126.95509761724696,None,66.3172030003957,None,10.50588569945262,None,48.05574009728008,None,55.811317300943074,None,114.37294309767577,None,58.5616257967327,None
2025,False,None,3,93.10995153272326,Square,35.19873946762992,None,92.75774492506252,Square,151.7996699579371,None,57.91121206509333,None,0.35220660766073464,Conjunction,58.68971842521387,None,57.5590054574326,None,116.6009304903072,None,59.04192503287459,None