,year,quarter,state,n_deaths,n_cases,increase_deaths,increase_cases
0,2020,1,AL,244,6686,,
1,2020,1,AZ,114,6806,,
2,2020,1,AR,36,3952,,
3,2020,1,CA,1007,48716,,
4,2020,1,CO,326,18229,,
5,2020,1,CT,282,14589,,
6,2020,1,DE,32,2403,,
7,2020,1,DC,50,3342,,
8,2020,1,FL,983,34898,,
9,2020,1,GA,721,25247,,
10,2020,1,ID,34,2344,,
11,2020,1,IL,417,33034,,
12,2020,1,IN,148,10049,,
13,2020,1,IA,25,2788,,
14,2020,1,KS,54,2299,,
15,2020,1,KY,107,4557,,
16,2020,1,LA,1156,29180,,
17,2020,1,ME,15,2154,,
18,2020,1,MD,176,9456,,
19,2020,1,MA,659,34354,,
20,2020,1,MI,2420,181065,,
21,2020,1,MN,56,4911,,
22,2020,1,MS,1581,21470,,
23,2020,1,MO,173,16019,,
24,2020,1,MT,14,1206,,
25,2020,1,NE,11,1231,,
26,2020,1,NV,135,6598,,
27,2020,1,NH,17,2228,,
28,2020,1,NJ,1161,92474,,
29,2020,1,NM,16,1972,,
30,2020,1,NY,938,196014,,
31,2020,1,NC,63,8453,,
32,2020,1,ND,9,787,,
33,2020,1,OH,213,12054,,
34,2020,1,OK,192,18028,,
35,2020,1,OR,127,4602,,
36,2020,1,PA,248,24429,,
37,2020,1,RI,30,2806,,
38,2020,1,SC,69,5906,,
39,2020,1,SD,21,713,,
40,2020,1,TN,45,10688,,
41,2020,1,TX,511,17003,,
42,2020,1,UT,23,5515,,
43,2020,1,VT,101,1646,,
44,2020,1,VA,178,7643,,
45,2020,1,WA,2261,44965,,
46,2020,1,WV,3,870,,
47,2020,1,WI,104,8905,,
48,2020,1,WY,0,739,,
49,2020,2,AL,33172,811657,32928.0,804971.0
50,2020,2,AZ,37298,1290602,37184.0,1283796.0
51,2020,2,AR,5897,402154,5861.0,398202.0
52,2020,2,CA,150402,4755668,149395.0,4706952.0
53,2020,2,CO,48035,898641,47709.0,880412.0
54,2020,2,CT,125398,1348657,125116.0,1334068.0
55,2020,2,DE,13197,319765,13165.0,317362.0
56,2020,2,DC,15437,291828,15387.0,288486.0
57,2020,2,FL,96549,2666945,95566.0,2632047.0
58,2020,2,GA,74287,1808377,73566.0,1783130.0
59,2020,2,ID,2614,116475,2580.0,114131.0
60,2020,2,IL,194337,4013814,193920.0,3980780.0
61,2020,2,IN,72666,1210849,72518.0,1200800.0
62,2020,2,IA,19533,728228,19508.0,725440.0
63,2020,2,KS,7373,350353,7319.0,348054.0
64,2020,2,KY,18036,404381,17929.0,399824.0
65,2020,2,LA,91075,1432856,89919.0,1403676.0
66,2020,2,ME,3019,84448,3004.0,82294.0
67,2020,2,MD,91971,1863075,91795.0,1853619.0
68,2020,2,MA,232902,3033358,232243.0,2999004.0
69,2020,2,MI,184839,3315032,182419.0,3133967.0
70,2020,2,MN,39691,930816,39635.0,925905.0
71,2020,2,MS,35952,723676,34371.0,702206.0
72,2020,2,MO,30205,560660,30032.0,544641.0
73,2020,2,MT,583,20184,569.0,18978.0
74,2020,2,NE,6750,505955,6739.0,504724.0
75,2020,2,NV,14411,367131,14276.0,360533.0
76,2020,2,NH,9557,159656,9540.0,157428.0
77,2020,2,NJ,388821,5029398,387660.0,4936924.0
78,2020,2,NM,12751,298313,12735.0,296341.0
79,2020,2,NY,254661,5210203,253723.0,5014189.0
80,2020,2,NC,37056,1381717,36993.0,1373264.0
81,2020,2,ND,2228,93160,2219.0,92373.0
82,2020,2,OH,77119,1280056,76906.0,1268002.0
83,2020,2,OK,12036,362887,11844.0,344859.0
84,2020,2,OR,5405,183829,5278.0,179227.0
85,2020,2,PA,187817,2509441,187569.0,2485012.0
86,2020,2,RI,27395,478938,27365.0,476132.0
87,2020,2,SC,18181,636932,18112.0,631026.0
88,2020,2,SD,2282,177960,2261.0,177247.0
89,2020,2,TN,14372,939985,14327.0,929297.0
90,2020,2,TX,73475,2998477,72964.0,2981474.0
91,2020,2,UT,4330,469044,4307.0,463529.0
92,2020,2,VT,1634,30793,1533.0,29147.0
93,2020,2,VA,47427,1661704,47249.0,1654061.0
94,2020,2,WA,36775,803066,34514.0,758101.0
95,2020,2,WV,2613,71799,2610.0,70929.0
96,2020,2,WI,21170,751903,21066.0,742998.0
97,2020,2,WY,555,33714,555.0,32975.0
98,2020,3,AL,111639,4196935,78467.0,3385278.0
99,2020,3,AZ,161365,6322562,124067.0,5031960.0
100,2020,3,AR,32388,2173136,26491.0,1770982.0
101,2020,3,CA,430513,22856989,280111.0,18101321.0
102,2020,3,CO,60020,1934878,11985.0,1036237.0
103,2020,3,CT,134566,1651324,9168.0,302667.0
104,2020,3,DE,18588,579655,5391.0,259890.0
105,2020,3,DC,18516,441301,3079.0,149473.0
106,2020,3,FL,467227,19857118,370678.0,17190173.0
107,2020,3,GA,192732,9349629,118445.0,7541252.0
108,2020,3,ID,12711,1095149,10097.0,978674.0
109,2020,3,IL,257714,8037885,63377.0,4024071.0
110,2020,3,IN,103392,3224126,30726.0,2013277.0
111,2020,3,IA,37073,2302835,17540.0,1574607.0
112,2020,3,KS,16616,1523504,9243.0,1173151.0
113,2020,3,KY,41073,1940374,23037.0,1535993.0
114,2020,3,LA,157961,4777934,66886.0,3345078.0
115,2020,3,ME,4117,149203,1098.0,64755.0
116,2020,3,MD,119395,3535027,27424.0,1671952.0
117,2020,3,MA,278215,3775943,45313.0,742585.0
118,2020,3,MI,209256,6743456,24417.0,3428424.0
119,2020,3,MN,59517,2618557,19826.0,1687741.0
120,2020,3,MS,92471,2827691,56519.0,2104015.0
121,2020,3,MO,65578,3423903,35373.0,2863243.0
122,2020,3,MT,4295,296466,3712.0,276282.0
123,2020,3,NE,13122,1188739,6372.0,682784.0
124,2020,3,NV,45434,2239884,31023.0,1872753.0
125,2020,3,NH,13080,233082,3523.0,73426.0
126,2020,3,NJ,481458,6070775,92637.0,1041377.0
127,2020,3,NM,23584,815678,10833.0,517365.0
128,2020,3,NY,269943,6228875,15282.0,1018672.0
129,2020,3,NC,102579,5739063,65523.0,4357346.0
130,2020,3,ND,5613,506450,3385.0,413290.0
131,2020,3,OH,134897,4189620,57778.0,2909564.0
132,2020,3,OK,36214,2362612,24178.0,1999725.0
133,2020,3,OR,15389,899869,9984.0,716040.0
134,2020,3,PA,237397,4580201,49580.0,2070760.0
135,2020,3,RI,33088,694153,5693.0,215215.0
136,2020,3,SC,92151,4106036,73970.0,3469104.0
137,2020,3,SD,5746,529111,3464.0,351151.0
138,2020,3,TN,62722,5205731,48350.0,4265746.0
139,2020,3,TX,479269,20346141,405794.0,17347664.0
140,2020,3,UT,13057,1845750,8727.0,1376706.0
141,2020,3,VT,1710,46558,76.0,15765.0
142,2020,3,VA,87099,4096926,39672.0,2435222.0
143,2020,3,WA,60631,2457886,23856.0,1654820.0
144,2020,3,WV,8578,394496,5965.0,322697.0
145,2020,3,WI,36868,3029055,15698.0,2277152.0
146,2020,3,WY,1375,140057,820.0,106343.0
147,2020,4,AL,192855,9519482,81216.0,5322547.0
148,2020,4,AZ,237324,13276874,75959.0,6954312.0
149,2020,4,AR,95239,5960217,62851.0,3787081.0
150,2020,4,CA,675673,52695264,245160.0,29838275.0
151,2020,4,CO,125307,9558801,65287.0,7623923.0
152,2020,4,CT,170624,4793649,36058.0,3142325.0
153,2020,4,DE,26077,1502206,7489.0,922551.0
154,2020,4,DC,22570,790037,4054.0,348736.0
155,2020,4,FL,672921,35615515,205694.0,15758397.0
156,2020,4,GA,316961,17500247,124229.0,8150618.0
157,2020,4,ID,37608,3846737,24897.0,2751588.0
158,2020,4,IL,487076,26767345,229362.0,18729460.0
159,2020,4,IN,218020,13536197,114628.0,10312071.0
160,2020,4,IA,101981,8045903,64908.0,5743068.0
161,2020,4,KS,67842,5955169,51226.0,4431665.0
162,2020,4,KY,124400,7289568,83327.0,5349194.0
163,2020,4,LA,215113,8533266,57152.0,3755332.0
164,2020,4,ME,8633,554326,4516.0,405123.0
165,2020,4,MD,173236,7528142,53841.0,3993115.0
166,2020,4,MA,362108,9388617,83893.0,5612674.0
167,2020,4,MI,377623,16914250,168367.0,10170794.0
168,2020,4,MN,142668,11792353,83151.0,9173796.0
169,2020,4,MS,155325,5903902,62854.0,3076211.0
170,2020,4,MO,187921,12321644,122343.0,8897741.0
171,2020,4,MT,25880,2292221,21585.0,1995755.0
172,2020,4,NE,43635,4670685,30513.0,3481946.0
173,2020,4,NV,81669,5963183,36235.0,3723299.0
174,2020,4,NH,19496,1021904,6416.0,788822.0
175,2020,4,NJ,557416,14067740,75958.0,7996965.0
176,2020,4,NM,60600,3811793,37016.0,2996115.0
177,2020,4,NY,346494,13664082,76551.0,7435207.0
178,2020,4,NC,210870,14248410,108291.0,8509347.0
179,2020,4,ND,36240,2731806,30627.0,2225356.0
180,2020,4,OH,240316,17883668,105419.0,13694048.0
181,2020,4,OK,117402,8466998,81188.0,6104386.0
182,2020,4,OR,38275,3000431,22886.0,2100562.0
183,2020,4,PA,407512,16159384,170115.0,11579183.0
184,2020,4,RI,51854,2327711,18766.0,1633558.0
185,2020,4,SC,149327,8267369,57176.0,4161333.0
186,2020,4,SD,39406,2843016,33660.0,2313905.0
187,2020,4,TN,175583,14629841,112861.0,9424110.0
188,2020,4,TX,858714,47191836,379445.0,26845695.0
189,2020,4,UT,33713,7428927,20656.0,5583177.0
190,2020,4,VT,3414,174463,1704.0,127905.0
191,2020,4,VA,141230,9191057,54131.0,5094131.0
192,2020,4,WA,94663,6578736,34032.0,4120850.0
193,2020,4,WV,32316,2081323,23738.0,1686827.0
194,2020,4,WI,139374,14724485,102506.0,11695430.0
195,2020,4,WY,10232,1239260,8857.0,1099203.0
196,2021,1,AL,334543,15691102,141688.0,6171620.0
197,2021,1,AZ,513713,25816901,276389.0,12540027.0
198,2021,1,AR,169225,10140927,73986.0,4180710.0
199,2021,1,CA,1715125,109369212,1039452.0,56673948.0
200,2021,1,CO,187196,14074169,61889.0,4515368.0
201,2021,1,CT,241425,9132906,70801.0,4339257.0
202,2021,1,DE,46638,2856306,20561.0,1354100.0
203,2021,1,DC,32315,1321799,9745.0,531762.0
204,2021,1,FL,1040859,60440241,367938.0,24824726.0
205,2021,1,GA,567643,32140432,250682.0,14640185.0
206,2021,1,ID,59524,5456939,21916.0,1610202.0
207,2021,1,IL,719826,37634271,232750.0,10866926.0
208,2021,1,IN,397690,20930650,179670.0,7394453.0
209,2021,1,IA,174698,10654925,72717.0,2609022.0
210,2021,1,KS,150084,9252282,82242.0,3297113.0
211,2021,1,KY,219866,13065536,95466.0,5775968.0
212,2021,1,LA,307155,13580984,92042.0,5047718.0
213,2021,1,ME,22445,1477896,13812.0,923570.0
214,2021,1,MD,266719,12292139,93483.0,4763997.0
215,2021,1,MA,519948,18804214,157840.0,9415597.0
216,2021,1,MI,524842,22645937,147219.0,5731687.0
217,2021,1,MN,210239,15509201,67571.0,3716848.0
218,2021,1,MS,220972,9368839,65647.0,3464937.0
219,2021,1,MO,269426,17364963,81505.0,5043319.0
220,2021,1,MT,43482,3170674,17602.0,878453.0
221,2021,1,NE,66137,6397441,22502.0,1726756.0
222,2021,1,NV,158849,9279201,77180.0,3316018.0
223,2021,1,NH,37340,2460709,17844.0,1438805.0
224,2021,1,NJ,742686,26273273,185270.0,12205533.0
225,2021,1,NM,116047,5848479,55447.0,2036686.0
226,2021,1,NY,571596,30132133,225102.0,16468051.0
227,2021,1,NC,389384,27476495,178514.0,13228085.0
228,2021,1,ND,45191,3142857,8951.0,411051.0
229,2021,1,OH,559392,30773162,319076.0,12889494.0
230,2021,1,OK,218744,13590148,101342.0,5123150.0
231,2021,1,OR,72229,4964734,33954.0,1964303.0
232,2021,1,PA,763256,30397499,355744.0,14238115.0
233,2021,1,RI,80251,4077866,28397.0,1750155.0
234,2021,1,SC,273855,16726987,124528.0,8459618.0
235,2021,1,SD,59314,3565684,19908.0,722668.0
236,2021,1,TN,361388,24407509,185805.0,9777668.0
237,2021,1,TX,1481807,84422908,623093.0,37231072.0
238,2021,1,UT,63055,11749981,29342.0,4321054.0
239,2021,1,VT,6586,493641,3172.0,319178.0
240,2021,1,VA,308243,18579263,167013.0,9388206.0
241,2021,1,WA,159116,10903889,64453.0,4325153.0
242,2021,1,WV,77397,4227093,45081.0,2145770.0
243,2021,1,WI,222768,19427987,83394.0,4703502.0
244,2021,1,WY,21393,1716641,11161.0,477381.0
245,2021,2,AL,343478,16386328,8935.0,695226.0
246,2021,2,AZ,533733,26637732,20020.0,820831.0
247,2021,2,AR,176052,10343376,6827.0,202449.0
248,2021,2,CA,1877532,110970880,162407.0,1601668.0
249,2021,2,CO,200897,16661254,13701.0,2587085.0
250,2021,2,CT,247888,10455874,6463.0,1322968.0
251,2021,2,DE,50458,3281611,3820.0,425305.0
252,2021,2,DC,34159,1475989,1844.0,154190.0
253,2021,2,FL,1137919,69215415,97060.0,8775174.0
254,2021,2,GA,635569,33882611,67926.0,1742179.0
255,2021,2,ID,63672,5814200,4148.0,357261.0
256,2021,2,IL,764837,41635095,45011.0,4000824.0
257,2021,2,IN,412245,22492629,14555.0,1561979.0
258,2021,2,IA,183045,11182355,8347.0,527430.0
259,2021,2,KS,153538,9485755,3454.0,233473.0
260,2021,2,KY,230098,13840478,10232.0,774942.0
261,2021,2,LA,320005,14296873,12850.0,715889.0
262,2021,2,ME,25467,2058683,3022.0,580787.0
263,2021,2,MD,290753,13841772,24034.0,1549633.0
264,2021,2,MA,538450,21266743,18502.0,2462529.0
265,2021,2,MI,626612,30016340,101770.0,7370403.0
266,2021,2,MN,228274,18114704,18035.0,2605503.0
267,2021,2,MS,223504,9604405,2532.0,235566.0
268,2021,2,MO,276457,18263392,7031.0,898429.0
269,2021,2,MT,49367,3387983,5885.0,217309.0
270,2021,2,NE,67693,6722571,1556.0,325130.0
271,2021,2,NV,169009,9853581,10160.0,574380.0
272,2021,2,NH,40894,2975003,3554.0,514294.0
273,2021,2,NJ,790472,30602963,47786.0,4329690.0
274,2021,2,NM,129114,6132828,13067.0,284349.0
275,2021,2,NY,596241,34651555,24645.0,4519422.0
276,2021,2,NC,406502,30143431,17118.0,2666936.0
277,2021,2,ND,45649,3313649,458.0,170792.0
278,2021,2,OH,603419,33223798,44027.0,2450636.0
279,2021,2,OK,220651,13662562,1907.0,72414.0
280,2021,2,OR,81960,6164471,9731.0,1199737.0
281,2021,2,PA,824876,36426357,61620.0,6028858.0
282,2021,2,RI,81802,4554820,1551.0,476954.0
283,2021,2,SC,292653,17861085,18798.0,1134098.0
284,2021,2,SD,60777,3731319,1463.0,165635.0
285,2021,2,TN,375330,25889371,13942.0,1481862.0
286,2021,2,TX,1536879,89056497,55072.0,4633589.0
287,2021,2,UT,69866,12311711,6811.0,561730.0
288,2021,2,VT,7469,682752,883.0,189111.0
289,2021,2,VA,339652,20346646,31409.0,1767383.0
290,2021,2,WA,175183,13354673,16067.0,2450784.0
291,2021,2,WV,85506,4894406,8109.0,667313.0
292,2021,2,WI,240774,20289443,18006.0,861456.0
293,2021,2,WY,21921,1839892,528.0,123251.0
294,2021,3,AL,431342,22676593,87864.0,6290265.0
295,2021,3,AZ,581550,31702901,47817.0,5065169.0
296,2021,3,AR,220394,14359035,44342.0,4015659.0
297,2021,3,CA,2011877,137237227,134345.0,26266347.0
298,2021,3,CO,220446,19385111,19549.0,2723857.0
299,2021,3,CT,253955,11472676,6067.0,1016802.0
300,2021,3,DE,57443,3797367,6985.0,515756.0
301,2021,3,DC,35018,1751956,859.0,275967.0
302,2021,3,FL,1657219,103640336,519300.0,34424921.0
303,2021,3,GA,731118,45259453,95549.0,11376842.0
304,2021,3,ID,77388,7171266,13716.0,1357066.0
305,2021,3,IL,812486,47447602,47649.0,5812507.0
306,2021,3,IN,450728,27517757,38483.0,5025128.0
307,2021,3,IA,191961,12921630,8916.0,1739275.0
308,2021,3,KS,174718,11795349,21180.0,2309594.0
309,2021,3,KY,285628,19548699,55530.0,5708221.0
310,2021,3,LA,398597,21592522,78592.0,7295649.0
311,2021,3,ME,29402,2489709,3935.0,431026.0
312,2021,3,MD,307186,15479820,16433.0,1638048.0
313,2021,3,MA,552601,23613696,14151.0,2346953.0
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