CoronaVirus COVID-19

Dati provincia di Roma

Cerca una regione o provincia (o "italia" per i dati globali)
Abitanti: 4 353 738 Usa percentuali

Variazioni giornaliere provincia di Roma COVID-19
Grafico 1 variazioni giornaliere provincia di Roma COVID-19...
Nota! Nuovi casi (e andamento) e Variazione positivi subiscono l'aumento del numero di tamponi e controlli effettuati nella seconda parte, quindi la prima ondata e la seconda non sono paragonabili
Nuovi casi (e andamento MM7)Nuovi casi che si aggiungono ai casi totali e al totale positivi, numero sempre positivo, senza contare le uscite, le guarigioni e i decessi. L'andamento MM7 è una media mobile (rolling average) a sette giorni con offset a 2 e fade-in/fade-out (in pratica è la media dei cinque giorni precedenti e dei due successivi, quando disponibili), un arrotondamento dei "Nuovi casi" per eliminare i picchi settimanali ed evidenziare l'andamento. Gli ultimi due valori risultano più "pesanti" (l'ultimo punto fa media non di 7 ma di cinque valori) e quindi la curvatura è accentuata. Da prendere con prudenza sugli ultimi due valori.
Andamento nuovi casi (MME)Media mobile esponenziale (EMA in inglese) dei "Nuovi casi" per evidenziare l'andamento da guardare insieme ad MM7. Quando MME sta sopra a MM7 la tendenza è di discesa, viceversa in salita. Quando MME e MM7 si incrociano sta avvenedo un cambio di tendenza.

Percentuali provincia di Roma COVID-19
Grafico percentuali provincia di Roma COVID-19...
Percentuale nuovi casi (Non è l'indice Rt/R0) Nelle regioni, rapporto percentuale tra nuovi casi (casi che si aggiungono al totale positivi, numero sempre positivo, senza contare le uscite) e totale positivi COVID-19 del giorno precedente.
Nelle province, il totale positivi attuali non è disponibile, usiamo il totale casi, che rende questo indice NON AFFIDABILE man mano che il totale positivi attuali si stacca dal totale cumulativo di tutti i casi.
Andamento perc. nuovi casi (MM7)Ammorbidimento (Media Mobile a 7 giorni) della percentuale di nuovi casi, possibile indicatore dell'andamento della "velocità di contagio": curva ammorbidita che rappresenta la percentuale di nuovi contagiati rispetto ai positivi COVID precedenti. In salita=pessimo (esponenziale in crescita), orizzontale=male (esponenziale), in discesa=bene (a zero= nessun contagio, molto bene). Come sopra, poco affidabile nelle province, per mancanza del dato sul totale positivi
Andamento perc. nuovi casi (MME)Media Mobile Esponenziale della percentuale di nuovi casi, da guardare insieme alla MM7. Se la MME sta sotto alla MM7 la tendenza è in crescita, viceversa in discesa. Quando MME e MM7 si incrociano sta avvenendo un cambio di tendenza.

Variazione delle percentuali provincia di Roma COVID-19
Grafico della variazione delle percentuali provincia di Roma COVID-19...
Queste sono le variazioni (derivate prime) delle percentuali precedenti. Quando sono a zero, le percentuali restano costanti, quando queste sono negative le percentuali stanno calando, altrimenti (positive) indicano una salita.
Variazione della perc. casi (MM7) Variazione della percentuale di nuovi casi rispetto ai casi preesistenti. Può indicare quanto la "contagiosità" dei soggetti positivi verso i nuovi stia variando. Gli effetti su casi e ospedalizzati si vedono molto dopo, ma può essere un indicatore per capire, se misure di distanziamento (sia imposte che istintive) prese 7-15gg prima, stiano avendo effetto. Se è zero = percentuale costante = casi in cresita esponenziale. Valore negativo = buono, la percentuale di contagio sta scendendo (prima o poi arriverebbe a zero).

Valori cumulativi COVID-19 provincia di Roma
Grafico valori cumulativi COVID-19 provincia di Roma...
Nota! Totale casi subisce l'aumento del numero di tamponi e controlli effettuati nella seconda parte, quindi la prima ondata e la seconda non sono paragonabili.
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Tabella dati provincia di Roma COVID-19
GiornoTotale casiNoteNote testNote casiTotale positivi test antigenico rapidoTamponi test molecolareTamponi test antigenico rapidoCodice nuts 1Codice nuts 2Codice nuts 3Dose2 pregressa infPrima doseSeconda doseTerza doseUna dose a guaritiNuovi casiAndamento nuovi casi (MME)Percentuale nuovi casi %Andamento perc. nuovi casi % (MME)Variazione della perc. casiAnd. nuovi casi (MM7)Andamento perc. nuovi casi % (MM7)Variazione della perc. casi (MM7)
2020-02-240--------0000000--0--0
2020-02-253--------0000030.45--0--0
2020-02-26---------00000----0--0
2020-02-27---------00000----02-0
2020-02-28---------00000----0--0
2020-02-296--------0000033--01.75-0
2020-03-01---------00000----02.81000
2020-03-027--------0000011--04.833333103.5714290
2020-03-0314--------0000071.91001000683.9901480
2020-03-0429--------00000153.865107.142857101.0714297.142857767.1592780.714286
2020-03-0542--------00000135.2352544.82758692.634852-62.3152719.71428662.707014-5.015674
2020-03-0649--------0000075.49996316.66666781.239624-28.16091910.14285753.664296-6.944444
2020-03-0771--------00000227.97496844.89795975.78837528.2312921248.59537-4.238619
2020-03-0877--------0000067.6787238.45070465.687724-36.447255---6.539235
2020-03-0991--------00000148.62691418.18181858.5618389.73111412.142857--5.844156
2020-03-10---------00000-----1943.400565-
2020-03-1199--------0000088--025.14285733.032714-5.844156
2020-03-12162--------000006316.2563.63636463.636364034.14285731.215929-5.844156
2020-03-13218--------000005622.212534.56790159.276095-29.06846340.42857132.108786-7.920475
2020-03-14288--------000007029.38062532.11009255.201194-2.45780947.85714328.03539-8.096032
2020-03-15354--------000006634.87353122.91666750.358515-9.19342556.42857129.394027-8.752706
2020-03-16412--------000005838.34250216.38418145.262365-6.53248670.14285729.85365-9.219312
2020-03-17486--------000007443.69112617.96116541.1671851.57698473.71428622.893491-9.10667
2020-03-18590--------0000010452.73745721.39917738.2019843.43801276.71428619.577638-8.861098
2020-03-19678--------000008858.02683914.91525434.708974-6.48392386.42857117.601646-9.834439
2020-03-20755--------000007760.87281311.35693231.206168-3.55832299.28571416.823437-5.637514
2020-03-21893--------0000013872.44189118.27814629.2669656.921214108.42857116.144286-3.131648
2020-03-221049--------0000015684.97560717.46920527.497301-0.808941114.42857114.993557-5.20595
2020-03-231171--------0000012290.52926611.63012425.117224-5.839081119.71428613.501634-3.019652
2020-03-241287--------0000011694.3498769.90606322.83555-1.72406112712.761439-3.837879
2020-03-251428--------00000141101.34739510.95571121.0535741.049648135.42857112.378878-3.762904
2020-03-261567--------00000139106.9952869.73389419.355622-1.221817135.14285710.908558-3.850176
2020-03-271703--------00000136111.3459938.67900417.754129-1.054891289.236386-1.849207
2020-03-281839--------00000136115.0440947.98590716.288896-0.693097128.1428578.478355-1.723156
2020-03-291945--------00000106113.687485.76400214.710162-2.221905128.4285717.878346-1.22519
2020-03-302068--------00000123115.0843586.32390713.4522240.559905118.8571436.796841-0.718591
2020-03-312186--------00000118115.5217045.70599612.29029-0.6179111186.246993-0.875369
2020-04-012260--------0000074109.2934493.38517810.954523-2.320818114.2857145.663812-1.286714
2020-04-022393--------00000133112.8494315.88495610.1940882.499778111.5714295.190739-0.645021
2020-04-032503--------00000110112.4220174.596749.354486-1.288216109.8571434.879851-0.482871
2020-04-042620--------00000117113.1087144.6743918.6524710.077651100.1428574.265939-0.971697
2020-04-052714--------0000094110.2424073.5877867.892769-1.086605923.765506-0.99153
2020-04-062769--------0000055101.9560462.0265297.012833-1.56125792.8571433.685745-0.685971
2020-04-072830--------000006195.8126392.2029616.2913520.17643290.4285713.414502-0.550222
2020-04-082910--------000008093.4407432.8268555.7716770.62389487.2857143.173272-0.580633
2020-04-093026--------0000011696.8246323.9862545.5038641.15939985.5714292.987198-0.410546
2020-04-103114--------000008895.5009372.908135.114504-1.07812485.8571432.900699-0.412205
2020-04-113219--------0000010596.9257963.3718694.8531090.46373994.5714293.111087-0.329574
2020-04-123315--------000009696.7869272.9822934.572486-0.389576104.2857143.333498-0.198693
2020-04-133431--------0000011699.6688883.4992464.41150.516953107.8571433.35101-0.201761
2020-04-143560--------00000129104.0685553.7598374.3137510.260591105.8571433.179128-0.139011
2020-04-153665--------00000105104.2082722.9494384.109104-0.810399110.5714293.222553-0.031124
2020-04-163767--------00000102103.8770312.7830833.910201-0.166355114.1428573.218518-0.221562
2020-04-173888--------00000121106.4454763.2121053.8054860.429022109.5714293.020023-0.098902
2020-04-184018--------00000130109.9786553.3436213.7362070.131516100.2857142.698615-0.095055
2020-04-194082--------0000064103.0818571.5928323.4147-1.75078989.8571432.355059-0.142497
2020-04-204133--------000005195.2695781.2493883.089904-0.34344484.5714292.165611-0.05551
2020-04-214189--------000005689.3791411.3549482.829660.10556781.955953-0.060572
2020-04-224257--------000006886.172271.6232992.6487060.26835167.5714291.656069-0.085968
2020-04-234313--------000005681.646431.315482.448722-0.30781959.4285711.417541-0.19077
2020-04-244361--------000004876.5994651.1129142.248351-0.20256659.8571431.405858-0.12823
2020-04-254434--------000007376.0595451.6739282.1621870.56101462.2857141.443199-0.121281
2020-04-264501--------000006774.7006141.5110512.064517-0.16287764.7142861.477882-0.105089
2020-04-274569--------000006873.6955221.5107751.981456-0.00027662.4285711.406011-0.142034
2020-04-284642--------000007373.5911931.5977241.9238960.08694963.2857141.406776-0.154437
2020-04-294694--------000005270.3525141.1202071.803343-0.47751763.7142861.400979-0.130659
2020-04-304756--------000006269.0996371.3208351.7309660.20062861.2857141.32827-0.104446
2020-05-014807--------000005166.3846921.072331.632171-0.24850558.5714291.253412-0.152841
2020-05-024863--------000005664.8269881.1649681.5620910.09263854.1428571.145217-0.155618
2020-05-034911--------000004862.302940.9870451.475834-0.17792351.8571431.08154-0.04327
2020-05-044948--------000003758.5074990.7534111.36747-0.23363455.1428571.135582-0.035427
2020-05-055005--------000005758.2813741.1519811.3351470.3985751.5714291.05094-0.014498
2020-05-065080--------000007560.7891681.4985011.359650.34652511.028966-0.008914
2020-05-075117--------000003757.2207930.7283461.264954-0.77015548.4285710.967665-0.041938
2020-05-085164--------000004755.6876740.9185071.2129870.19016145.4285710.900806-0.013886
2020-05-095202--------000003853.0345230.7358641.141419-0.18264343.1428570.850548-0.067005
2020-05-105229--------000002749.1293440.5190311.048061-0.21683337.2857140.729517-0.070859
2020-05-115250--------000002144.9099430.4016060.951092-0.11742530.1428570.583266-0.079226
2020-05-125266--------000001640.5734510.3047620.854143-0.09684427.2857140.525116-0.092354
2020-05-135291--------000002538.2374340.4747440.7972330.16998229.5714290.563456-0.046104
2020-05-145308--------000001735.0518190.32130.725843-0.15344427.8571430.527487-0.071395
2020-05-155371--------000006339.2440461.1868880.7950.86558829.5714290.5565720.008183
2020-05-165397--------000002637.2574390.4840810.748362-0.70280730.8571430.578039-0.048635
2020-05-175436--------000003937.5188230.7226240.7445010.23854329.7142860.55541-0.018887
2020-05-185466--------000003036.3910.5518760.715608-0.170748290.539785-0.014395
2020-05-195474--------00000832.132350.1463590.63022-0.40551728.7142860.532888-0.07183
2020-05-205494--------000002030.3124970.3653640.5904920.21900523.2857140.428162-0.080938
2020-05-215509--------000001528.0156230.2730250.542872-0.09233921.7142860.397729-0.032523
2020-05-225534--------000002527.5632790.4538030.5295110.18077818.4285710.335688-0.033193
2020-05-235549--------000001525.6787870.2710520.490743-0.18275115.7142860.285087-0.033201
2020-05-245565--------000001624.2269690.288340.4603820.01728816.7142860.302608-0.016478
2020-05-255576--------000001122.2429240.1976640.420974-0.09067615.1428570.27341-0.014567
2020-05-265591--------000001521.1564850.269010.398180.071346150.27012-0.002554
2020-05-275600--------00000919.3330120.1609730.362599-0.10803713.2857140.238372-0.022412
2020-05-285614--------000001418.5330610.250.3457090.08902711.8571430.212344-0.005093
2020-05-295627--------000001317.7031020.2315640.328587-0.01843611.1428570.199054-0.068237
2020-05-305632--------00000515.7976360.0888570.292628-0.14270710.4285710.186006-0.02823
2020-05-315643--------000001115.0779910.1953130.278030.10645690.160221-0.037665
2020-06-015649--------00000613.7162920.1063260.252275-0.0889879.1428570.162491-0.031825
2020-06-025654--------00000512.4088480.0885110.22771-0.0178158.7142860.154521-0.004132
2020-06-035664--------000001012.0475210.1768660.2200840.0883558.1428570.144096-0.013464
2020-06-045675--------000001111.8903930.1942090.2162020.017343100.176642-0.00563
2020-06-055684--------00000911.4568340.158590.207561-0.03561910.8571430.191332-0.021087
2020-06-065702--------000001812.4383090.3166780.2239280.15808812.2857140.2161090.003259
2020-06-075719--------000001713.1225630.2981410.23506-0.01853714.2857140.2507930.0007
2020-06-085735--------000001613.5541780.2797690.241766-0.01837214.4285710.2528370.005865
2020-06-095754--------000001914.3710510.3312990.2551960.0515315.1428570.2647410.004449
2020-06-105765--------000001113.8653940.1911710.245593-0.14012817.2857140.3013930.002157
2020-06-115781--------000001614.1855850.2775370.2503840.08636618.2857140.3176760.001967
2020-06-125805--------000002415.6577470.4151530.27510.13761617.8571430.309390.013114
2020-06-135830--------000002517.0590850.4306630.2984340.01551160.2767560.024415
2020-06-145844--------000001416.6002220.2401370.289689-0.19052614.5714290.2514170.003202
2020-06-155847--------00000314.5601890.0513350.253936-0.18880214.4285710.248502-0.003928
2020-06-165856--------00000913.7261610.1539250.2389350.1025913.2857140.2283370.004672
2020-06-175866--------000001013.1672360.1707650.2287090.01684110.188485-0.000436
2020-06-185874--------00000812.3921510.1363790.21486-0.0343869.1428570.156107-0.004131
2020-06-195882--------00000811.7333280.1361930.20306-0.0001868.4285710.143615-0.0016
2020-06-205894--------000001211.7733290.2040120.2032020.0678199.1428570.155642-0.008048
2020-06-215903--------00000911.357330.1526980.195627-0.0513148.7142860.148154-0.010389
2020-06-225911--------00000810.853730.1355240.186611-0.017174---0.010303
2020-06-235917--------00000610.1256710.1015060.173846-0.034018---0.016414
2020-06-24---------00000--------
2020-06-25---------00000----0---0.006405
2020-06-26---------00000----0---0.012574
2020-06-27---------00000----0---0.022403
2020-06-28---------00000----0---0.023511
2020-06-29---------00000----0---0.009902
2020-06-30---------00000----0--0.003584
2020-07-01---------00000----0---0.003744
2020-07-02---------00000----08.428571--0.004947
2020-07-03---------00000----08.8571430.150281-0.002491
2020-07-045925--------0000088--09.8571430.166897-0.002478
2020-07-055936--------00000118.450.1856540.185654090.161845-0.007322
2020-07-065951--------00000159.43250.2526950.195710.0670418.7142860.1494870.001132
2020-07-075957--------0000068.9176250.1008230.181477-0.15187211.8571430.199533-0.008489
2020-07-085964--------0000078.6299810.1175090.1718820.016686140.230222-0.004867
2020-07-095994--------000003011.8354840.5030180.2215520.38550914.5714290.2442210.022669
2020-07-106015--------000002113.2101610.350350.240872-0.15266815.7142860.2627350.011764
2020-07-116027--------000001213.0286370.1995010.234666-0.15084916.5714290.2762550.000989
2020-07-126046--------000001913.9243420.3152480.2467540.11574718.2857140.3042360.009257
2020-07-136067--------000002114.985690.3473370.2618410.03208919.8571430.3297070.011549
2020-07-146085--------000001815.4378370.2966870.267068-0.0506516.4285710.2718920.007931
2020-07-156103--------000001815.8221610.2958090.271379-0.000878150.2475650.007868
2020-07-166109--------00000614.3488370.0983120.245419-0.197497160.263416-0.006239
2020-07-176120--------000001113.8465120.1800620.2356150.0817515.1428570.248632-0.000399
2020-07-186139--------000001914.6195350.3104580.2468420.13039614.2857140.2338450.008915
2020-07-196152--------000001314.3766050.2117610.24158-0.09869712.1428570.198410.001865
2020-07-206167--------000001514.4701140.2438230.2419160.03206211.4285710.186251-0.000634
2020-07-216170--------00000312.7495970.0486460.212926-0.19517713.8571430.225348-0.003727
2020-07-226183--------000001312.7871570.2106970.2125910.162051140.2272480.006656
2020-07-236206--------000002314.3190840.3719880.2365010.16129113.4285710.217359-0.009359
2020-07-246218--------000001213.9712210.1933610.23003-0.178627140.22607-0.011213
2020-07-256233--------000001514.1255380.2412350.2317110.04787413.1428570.211810.002981
2020-07-266250--------000001714.5567070.2727420.2378650.031507140.225402-0.003036
2020-07-276259--------00000913.7232010.1440.223786-0.12874216.7142860.268236-0.014524
2020-07-286268--------00000913.0147210.1437930.211787-0.00020715.7142860.251376-0.010921
2020-07-296300--------000003215.8625130.510530.2565980.36673715.8571430.2531560.015337
2020-07-306316--------000001615.8831360.2539680.256204-0.25656215.4285710.245780.011118
2020-07-316329--------000001315.4506660.2058260.248647-0.048142150.2383580.00184
2020-08-016341--------000001214.9330660.1896030.23979-0.01622315.4285710.244762-0.008632
2020-08-026355--------000001414.7931060.2207850.236940.031182160.2533880.000645
2020-08-036367--------000001214.374140.1888280.229723-0.03195712.1428570.191651-0.003928
2020-08-046380--------000001314.1680190.2041780.2258910.0153511.7142860.1844560.011109
2020-08-056385--------00000512.7928160.078370.203763-0.12580812.4285710.195243-0.009452
2020-08-066398--------000001312.8238940.2036020.2037390.12523212.8571430.201556-0.012028
2020-08-076416--------000001813.600310.2813380.2153790.07773615.4285710.24110.006284
2020-08-086431--------000001513.8102630.2337910.218141-0.04754717.7142860.276015-0.000532
2020-08-096463--------000003216.5387240.497590.2600580.26379918.7142860.2908640.016061
2020-08-106491--------000002818.2579150.4332350.286035-0.06435522.4285710.3476850.02066
2020-08-116511--------000002018.5192280.3081190.289347-0.12511624.2857140.3753750.011738
2020-08-126542--------000003120.3913440.4761170.3173630.16799827.5714290.42436-0.002458
2020-08-136568--------000002621.2326420.3974320.329373-0.07868531.4285710.4817470.010247
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2024-03-021875785-----ITIITI4ITI43000002220.8230930.0011730.001110.00032150.0008-1.9E-5
2024-03-031875791-----ITIITI4ITI4300000618.5996290.000320.000992-0.00085316.8571430.000899-0.00011
2024-03-041875794-----ITIITI4ITI4300000316.2596850.000160.000867-0.0001617.2857140.000922-3.0E-5
2024-03-051875822-----ITIITI4ITI43000002818.0207320.0014930.0009610.00133313.5714290.000724-6.5E-5
2024-03-061875839-----ITIITI4ITI43000001717.8676220.0009060.000953-0.00058714.4285710.0007694.0E-6
2024-03-071875842-----ITIITI4ITI4300000315.6374790.000160.000834-0.00074613.5714290.000724-5.3E-5
2024-03-081875864-----ITIITI4ITI43000002216.5918570.0011730.0008850.00101313.7142860.0007318.0E-6
2024-03-091875880-----ITIITI4ITI43000001616.5030780.0008530.00088-0.0003214.2857140.0007621.1E-5
2024-03-101875887-----ITIITI4ITI4300000715.0776170.0003730.000804-0.0004812.7142860.000678-1.5E-5
2024-03-111875894-----ITIITI4ITI4300000713.8659740.0003730.000739014.5714290.000777-1.9E-5
2024-03-121875911-----ITIITI4ITI43000001714.3360780.0009060.0007640.00053316.5-8.0E-6
2024-03-131875941-----ITIITI4ITI43000003016.6856660.0015990.0008890.00069315.4-6.1E-5
GiornoTotale casiNoteNote testNote casiTotale positivi test antigenico rapidoTamponi test molecolareTamponi test antigenico rapidoCodice nuts 1Codice nuts 2Codice nuts 3Dose2 pregressa infPrima doseSeconda doseTerza doseUna dose a guaritiNuovi casiAndamento nuovi casi (MME)Percentuale nuovi casi %Andamento perc. nuovi casi % (MME)Variazione della perc. casiAnd. nuovi casi (MM7)Andamento perc. nuovi casi % (MM7)Variazione della perc. casi (MM7)
valori originali Protezione Civile.
valori calcolati a posteriori.
Ultimo aggiornamento: 2024-03-17 alle ore 10:13:17+01:00
Fonte dei dati: Protezione Civile
Ossevatorio COVID-19, repository, pannello: desktop, mobile
Questo servizio è fornito gratuitamente "as is", senza nessuna garanzia o responsabilità per eventuali errori o mancanze o qualunque danno derivante da un uso proprio o improprio dello strumento. Non è un servizio da usare per prendere decisioni o trarre conclusioni ma ha una mera utilità informativa.
SIATE RESPONSABILI, COMBATTIAMO IL COVID-19 INSIEME!
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L'aggiornamento dei dati sul COVID da parte della Protezione Civile viene fatto una volta a giorno verso le 18:00, poco dopo viene aggiornato il pannello.

Aiuto / Info
Il pannello consente di osservare lo sviluppo dei contagi da COVID-19 (Coronavirus) nelle regioni e province italiane e in tutto il territorio.
Nelle regioni i dati riportati sono i seguenti:
Attenzione. Ho notato che a volte, nei dati forniti, alcuni valori totali cumulativi possono scendere (non dovrebbe essere possibile), è dovuto a correzioni o depennamenti successivi, ad esempio pazienti falsi positivi o assegnamenti ad altra provincia. In questi casi i valori di incremento (nuovi casi, etc..) risultano negativi, per quanto strano.

Nelle provincie la Protezione Civile fornisce solo il numero totale dei pazienti confermati positivi al COVID-19.

Alle colonne fornite dalla protezione civile vengono aggiunte alcune colonne calcolate al momento. Nelle provincie viene agiunta la variazione dei casi totali (la differenza tra il totale casi COVID del giorno e quello del giorno precedente). In province e regioni, viene aggiunta la percentuale dei nuovi contagiati COVID-19 sul totale contagiati del giorno precedente, facendo il rapporto tra i nuovi contagiati e il totale positivi (nelle regioni quest'ultimo dato è disponibile, mentre nelle province usiamo il totale casi, che non è accurato) tra oggi e ieri. In più, su quest'ultmo dato calcoliamo la media mobile esponenziale MME (EMA in inglese) per ammorbidire i picchi e analizzare l'andamento: una linea orizzontale corrisponde ad una crescita esponenziale (non bene, più è alta peggio è), però lo zero significa zero contagi, quindi una linea che scende verso lo zero è cosa buona.

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By Francesco Munafò\PANGOO Design (Milano)
Per il server si ringrazia RANGE (Genova)