CoronaVirus COVID-19

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Situazione casi e pazienti regione Molise COVID-19
Grafico situazione casi e pazienti regione Molise COVID-19...
Nota! Totale positivi e Isolamento domiciliare subiscono l'aumento del numero di tamponi e controlli effettuati nella seconda parte, quindi la prima ondata e la seconda non sono paragonabili
Simulazione totale positivi (SPERIMENTALE): prolungamento della curva dei casi, basandosi sulle derivate terze (variazioni delle variazioni delle variazioni), ma delle percentuali, dei nuovi casi e dei guariti. E' un po' rudimentale e tende ad essere variabile a seconda dell'andamento dell'ultimo periodo, sia dei nuovi casi che dei dimessi nelle varie regioni. NON TIENE CONTO DEI FUTURI DIMESSI (dopo un picco di malati segue un picco di guarigioni). Per questi motivi è necessario prenderlo con cautela, soprattutto quando parte verso l'alto. Non è una vera previsione ma mostra solo l'andamento della curva. Essendo basato su una media NON tiene conto degli ultimissimi giorni, in caso di bruschi cambiamenti bisogna aspettare che si adatti. In caso di variazioni, ricalcoli e aggiustamenti (vedi note, se presenti), il valore è falsato. Da guardare insieme a Totale positivi.
NOTE SUI DATI COVID19 RELATIVI ALL'AREA, dalla Protezione Civile
Controlla le note per spiegare alcuni picchi inusuali dovuti a ricalcolo o mancata registrazione. Altri movimenti anomali possono essere spiegati con spostamenti da In Definizione/Aggionamento all'interno di una regione

Somministrazioni vaccino SARS-CoV-2 regione Molise
Grafico andamento giornaliero vaccinazioni regione Molise COVID-19...
Somministrazioni giornaliere, distinte per tipologia di pazienti (operatori sanitari, personale non sanitario, pazienti RSA) del vaccino SARS-CoV-2 nell'area interessata. Il numero di somministrazioni cumulativo (totale) è sotto, nel grafico valori cumulativi.

Variazioni giornaliere regione Molise COVID-19
Grafico 1 variazioni giornaliere regione Molise 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
Nota! Le due curve di default mostrano i nuovi casi in due modi, la prima solo le aggiunte (senza contare le uscite per guarigioni e decessi), la seconda mostra la variazione al netto delle uscite. Lo spazio bianco in mezzo, ovvero la distanza verticale tra le due curve, rappresenta (grossomodo) le guarigioni [(in - (in-out) = out].
Variazione totale positivi (e andamento MM7)Somma algebrica tra i nuovi casi che si aggiungono al totale positivi e le uscite. Se è un numero negativo le guarigioni e i decessi superano i nuovi casi e il totale positivi scende. Il valore puntuale è molto "ballerino", mentre l'andamento MM10 è una media mobile (rolling average) a dieci giorni con offset a 2 e fade-in (in pratica è la media degli otto giorni precedenti e dei due successivi, quando disponibili) e gli ultimi due valori non vengono calcolati. La sua percentuale, nel grafico sotto è proporzionale ad Rt.
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.
Nuovi casi corretto tamponiATTENZIONE, VALORE CALCOLATO COMPLETAMENTE ALEATORIO - Correzione dei nuovi casi, tenendo conto del maggior numero di tamponi eseguiti. La versione "piccola" esprime un'idea del valore di nuovi casi che si avrebbe ora se si continuasse a fare i tamponi come prima. La versione "GRANDE" mostra un'idea del numero di casi che avremmo avuto in passato se avessimo fatto i tamponi come ora.
Formula e dettagli spiegazione
Il numero di tamponi viene considerato, correttamente, una causa che fa aumentare il numero di casi registrati, ma il numero di tamponi stesso è anche normale che cresca al crescere dei casi (come effetto e non solo come causa): più casi ci sono in giro, più gente entra in contatto con loro, più sospetti casi ci sono, più tamponi si eseguono. Tamponi e casi sono abbastanza correlati e non due variabili indipendenti. Per questo motivo la percentuiale di tamponi positivi sul totale tamponi è un indicatore meno affidabile di quanto sembri. Abbiamo quindi ipotizato che il numero di tamponi dovrebbe essere "in parte" proporzionale al numero di casi attuali (perché più casi = più sospetti nuovi casi). Abbiamo diviso il numero di tamponi per il numero di positivi attuali (più un numero di compensazione per ottenere un fattore che varia quando si eseguono più o meno tamponi rispetto al numero di positivi del momento. Abbiamo corretto la normale curva del numero di nuovi casi dividendola per questo fattore e moltiplicandola per due costanti, che cambiano ogni giorno, una che rimette la versione piccola alla stessa altezza massima del primo picco dei dati (qui 437.8) facendo coincidere la curva a sinistra con la prima ondata ("quanti casi avremmo ora se facessimo i tamponi come prima"). L'altra costante, per la versione "grande", che faccia sì che questa curva sia sempre sopra la curva dei casi attuali (facendo il massimo dei tamponi, la curva non potrà mai scendere sotto la curva dei casi effettivi): "quanti casi avremmo avuto prima se avessimo eseguito sempre il massimo di tamponi possibili". L'altezza e i valori del grafico non sono veramente significativi, ma solo l'andamento, che illustra quale sia il parallelo tra la prima ondata e la seconda.
Quindi la stessa curva, moltiplicata per due fattori di scala diversi, aderisce in un caso alla prima parte (salita prima fase) della curva dei casi, e nel secondo caso alla parte finale della curva dei casi e questo ne prova in parte la correttezza. L'utilità è spiegare alcune differenze (meno ricoveri e decessi, rispetto ai positivi, nella seconda parte) e alcuni fenomeni (calo lento dei casi dopo il picco, dovuto al crescere dei tamponi effettuati al finire della fase uno).
Integrando (in realtà sommando i valori discreti di) questa curva si ottiene la curva del "Totale casi corretto tamponi" mostrata nel grafico dei valori cumulativi e che mostra, non casualmente, come il numero di casi corretto della fase uno, potrebbe essere, come da molte stime, circa 10 volte quelli registrati.

Decessi giornalieri regione Molise COVID-19
Grafico 2 variazioni giornaliere regione Molise COVID-19...

Percentuali regione Molise COVID-19
Grafico percentuali regione Molise 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.
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. tamponi positivi (MM7)Rapporto percentuale tra i nuovi positivi del giorno e i tamponi totali della giornata (Media Mobile a 7 giorni). Se orizzontale, se non aumentassero i tamponi, la curva dei contagi sarebbe anche lei orizzontale (attenzione però che i tamponi sono anche un effetto e non solo una "causa" del maggior numero di 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.
NEW Perc. increm. tot. positivi (e andamento MM7) Non è l'indice Rt/R0 ma >0 se Rt>1Rapporto tra la variazione del numero di positivi (anche negativa se ci sono più guariti che nuovi casi) rispetto al numero totale di positivi attuali. Non è l'indice Rt/R0 ma è in stretto rapporto, se Rt=1, questa percentuale è zero. Rt = 1 + P · g. dove P è ΔI/I, incremento infetti/totale infetti, si suppone che i positivi siano proporzionali, a medio termine, agli infetti precedenti (una parte costante degli infetti viene segnalata) e quindi Perc. increm. tot. positivi è proporzionale a Rt-1
NEW Percentuale immunizzati quanta parte della popolazione ha ricevuto almeno due dosi del vaccino o ha superato la malattia + 1 dose. = (totale vaccinati due dosi + guariti con una dose + tre dosi)/popolazione totale
NEW Percentuale suscettibili quanta parte della popolazione non ha ricevuto almeno due dosi del vaccino o ha superato la malattia + 1 dose = 100% - Percentuale immunizzati
NEW Percentuale suscettibili quanta parte della popolazione non ha ricevuto una dose del vaccino e non ha avuto la malattia. = 100% - Percentuale immunizzati
NEW R0 massimo per avere Rt=1 R0 è l'Rt che si avrebbe se tutti fossero suscettibili (nessun vaccinato o guarito) e varia comunque a seconda del distanziamento. Rt = Suscettibili/Pop. Totale x R0. Con un distanziamento "normale", ossia nessun distanziamento, l'R0 del SARS-CoV-2 era stato stimato a circa 2,7. Per la Delta circa 5,08. Ormai tutti sanno che se Rt<1 l'epidemia non avanza ma cala, quindi, se Rt=S/T R0, con R0=3 e RT<1 ne segue che 1>S/T x 3 e quindi Suscettibili < 1/3 Popolazione totale. Ovvero immuni (vaccinati+guariti) > 2/3 popolazione totale. Quindi, su 60.000.000 di Italiani, sono 40.000.000 per arrivare a Rt=1 con nessun distanziamento (ossia R0=3). Prima di arrivare a questo, però, quanto ci dobbiamo distanziare? Dipende dalla percentuale di vaccinati/guariti. Se i suscettibili fossero il 50% e volessimo arrivare a Rt=1 basterebbe ottenere un R0 di 2, con poco distanziamento (qualche mascherina in luoghi chiusi, meno assembramenti...). Se i suscettibili fossero il 70% (ossia avessimo un 30% di vaccinati o guariti), per arrivare a Rt=1 dovremmo avere un R0 di 1,42: ancora un parziale distanziamento, ma molto meno che se non ci fossero vaccinati e guariti. Questo indice (R0 massimo per avere Rt=1) rappresenta lo stato di distanziamento necessario adesso, rappresentato come un ipotetico R0, calcolato come sopra, necessario per ottenere l'arresto dell'epidemia (Rt<1) oggi, nelle condizioni attuali di vaccinati e guariti. Ho pensato potesse essere interessante osservarne l'andamento.
NEW Livello immunità % Come l'indice precedente - R0 massimo per avere Rt=1 - normalizzato in modo che Rt=1 dia 0% (distanziamento come ad inizio epidemia) mentre Rt=5,08 dia 100% (totale immunità di gregge, tarato sulla variante Delta che ha R0=5,08)

Variazione delle percentuali regione Molise COVID-19
Grafico della variazione delle percentuali regione Molise 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).
Variazione della perc. tamponi positivi (MM7) Variazione della divisione tra i nuovi positivi del giorno rispetto ai tamponi totali della giornata. Se è zero = percentuale costante = stessi nuovi casi a parità di tamponi effettuati. Valore positivo = il numero di positivi aumenta rispetto al numero di tamponi. Valore negativo = buono, il numero di casi scende rispetto ai tamponi effettuati.
NEW Var. perc. increm. positivi (MM7x2) Variazione della percentuale di incremento tra i nuovi positivi del giorno rispetto al giorno precedente, (proporzionale alla derivata dell'indice Rt). Se maggiore di zero la percentuale di incremento dei positivi, e quindi l'indice Rt, sta salendo. Se minore di zero la percentuale e l'indice stanno scendendo. Siccome il valore puntuale è molto "ballerino" viene calcolata la media rolling a sette giorni due volte per arrotondare i dati
Medie mobili (rolling average, in inglese) a sette giorni senza offset e con fade-in (media dei sette giorni precedenti, quando disponibili). Nell'incremento positivi, applicata due volte.

Valori cumulativi COVID-19 regione Molise
Grafico valori cumulativi COVID-19 regione Molise...
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.
Totale casi corretto tamponi ATTENZIONE, VALORE QUALITATIVO E ALEATORIO - È una correzione approssimativa del totale nuovi casi, tenendo conto del maggior numero di tamponi eseguiti nella seconda fase dell'epidemia. Indica come la crescita di casi della seconda fase, rapportata ai tamponi sia meno marcata della prima.
È ottenuto sommando tra loro tutti i valori discreti di Casi corr. tamponi (MM7, grande) del grafico dell'andamento giornaliero.
Totale casi stimato dai decessi ATTENZIONE, VALORE QUALITATIVO E ALEATORIO - È una stima del totale nuovi casi, considerando un tasso di letalità stimato (media tra UK, Spagna e Italia, e media tra quello calcolato per stima contagiati e per eccesso di mortalità) dell'1,25% e proiettando la relazione inversa sui decessi accertati: ecessi/tasso letalità x 100 (se in centesimi). Di fatto è identico al grafico dei deceduti ma moltiplicato per una costante.
Totale vaccinati Rappresenta il totale dosi somministrate (almeno una dose).
Totale immunizzati Rappresenta il totale vaccinati sommato con il totale casi stimato dai decessi (di questi solo una parte sarà effettivamente immune).

Outcome SARS-CoV-2 regione Molise
Grafico outrcomes regione Molise COVID-19...
Nota! Tutti i valori in questo grafico subiscono la carenza di tamponi e controlli effettuati nella prima ondata, quindi i valori risultano cumulativamente peggiori di quanto non siano i valori stimati. Vedi spiegazioni:
Outcome positivo Totale guariti diviso totale pazienti che hanno avuto un esito (outcome) finale. Non tiene in conto i positivi correnti e si aggiusta col tempo (all'inizio sembra più basso, poi sale) perché i decessi e i guariti hanno tempi diversi. Non tiene conto dei contagiati non registrati (es. asintomatici) che si suppone abbiano tutti avuto outcome positivo. Per questa ragione "sembra" più basso del normale tasso di guarigione stimato che è stimabile intorno al 100%-1,25% = 98,75%.
Outcome negativo Totale decessi diviso totale pazienti che hanno avuto un esito (outcome) finale. Non tiene in conto i positivi correnti e si aggiusta col tempo (all'inizio sembra più alto, poi scende) perché i decessi e i guariti hanno tempi diversi. Non tiene conto dei contagiati non registrati (es. asintomatici) che si suppone abbiano tutti avuto outcome positivo. Per questa ragione "sembra" più alto del normale tasso di letalità stimato che è secondo varie stime intorno all'1,25%.
Guariti su registrati Totale guariti diviso totale casi registrati.Tiene in conto i positivi correnti e si aggiusta col tempo mentre i positivi correnti guariscono. Non tiene conto dei contagiati non registrati (es. asintomatici) che si suppone abbiano tutti avuto outcome positivo. Per questa ragione "sembra" più basso del normale tasso di guarigione stimato che è intorno al 100%-1,25% = 98,75%. Può scendere quando c'è una grossa salita del picco dei casi, prima che questi inizino a guarire.
Decessi su registrati Totale deceduti diviso totale casi registrati.Tiene in conto i positivi correnti e si aggiusta col tempo. Non tiene conto dei contagiati non registrati (es. asintomatici) che si suppone abbiano tutti avuto outcome positivo (e quindi lo abbasserebbero). Per questa ragione "sembra" più alto del normale tasso di letalià stimato che è intorno all'1,25%. Può scendere quando c'è una grossa salita del picco dei casi, e può essere molto alto, come dopo la prima ondata se i casi registrati sono pochi (ad esempio per pochi tamponi eseguiti).
Percentuale registrati Basandosi sul rapporto Decessi su registrati e sul suo discostarsi dal tasso di letalità stimato (che assumiamo intorno all'1.25) è possibile calcolare quale percentuale dei totale contagiati (registrati e non) sia stata effettivamente registrata fino a quel momento. Questa percentuale può essere usata al contrario per ottenere il totale casi stimato dal totale casi registrati.
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Tabella dati regione Molise COVID-19
GiornoRicoverati con sintomiTerapia intensivaTotale ospedalizzatiIsolamento domiciliareDimessi guaritiDecedutiTotale casiTamponiTotale positiviVariazione totale positiviCasi testatiNoteNote testNote casiVacciniDose2 pregressa infPrima doseSeconda doseTerza doseUna dose a guaritiTotale dosi vaccinoTotale due dosi (inc. guariti+1 dose)Totale terze dosiNuovi casiNuovi guaritiOutcome positivoOutcome negativoGuariti su registratiDecessi su registratiPercentuale registratiTot. casi stimati dai decessiPercentuale immunizzatiPercentuale suscettibiliR0 massimo per avere Rt=1Livello immunità %Andamento nuovi casi (MME)Decessi giornalieriNuovi tamponiAnd. nuovi tamponi (MM14)Perc. tamp. positiviPercentuale nuovi casi %Perc. increm. totale positivi %Var. perc. increm. positiviAndamento perc. nuovi casi % (MME)Variazione della perc. casiVariaz. perc. tamp. pos.Totale casi corretto tamponiAnd. nuovi casi (MM7)Casi corr. tamponi (MM7, grande)Casi corretto tamponi (MM7, piccolo)Andamento perc. tamp. positivi (MM7)Andamento perc. nuovi casi % (MM7)Decessi giornalieri (MM7)Variazione della perc. casi (MM7)Variaz. perc. tamp. pos. (MM7)Variazione positivi (MM10)Nuovi guariti (MM7)And. perc. increm. tot. positivi % (MM7)Var. perc. increm. positivi (MM7x2)
2020-02-240000000000000-0000000000------01001000000----000-00---0000--
2020-02-2500000---00000-00000000-0------010010---------0-0-00---0-00--
2020-02-2600000---00000-00000000-0------010010---------0-0-00---0-00--
2020-02-2700000---00000-00000000-0------010010---------0-0-00---0-00--
2020-02-2800000---00000-00000000-0------010010---------0-0-00---0-00--
2020-02-2900000---00000-00000000-0------010010---------0-0-00---0-00--
2020-03-0100000--600000-00000000-0------010010--63-----0-01.500---0-0.3333330--
2020-03-0200000--1300000-00000000-0------010010--74.333333-----0-0------0-0.300-
2020-03-0330300-3-33000-0000000030------0100103--------0-02.333333121.8619921.50493140133.333333-0-0.7066.666667-
2020-03-0430300--1930000-00000000-0------010010--64.75--00-0--3161.6859761.99673628.766667102.380952-0-1.2068.2539680
2020-03-0540430-72474000-0000000040------0100104-54.880133.333333133.333333133.333333133.3333330-1218.6199182.8172.9256322.1355427.82573.809524-0-1.4055.35714333.333333
2020-03-0632570-12104125000-0000000050------0100104.15-8017.3333336.371.42857171.428571-61.904762124.047619-61.904762-73.71778.545736-------5.15873-36.851.4044.28571430.15873
2020-03-0732590-14112142000-0000000020------0100103.8275-8162516.66666716.666667-54.761904107.940476-54.76190418.72075.107589-------8.974359-18.3333331.4036.90476223.660714
2020-03-0842680--116140000-00000000-0------010010--414.5--0-16.666667----2.5170.3100012.10323823.857.142857---1.5032.65306118.928571
2020-03-0942680--212140000-00000000-0------010010--9623.555556--00-0--2.285714168.8138982.08476221.91666747.047619--8.333333-1.6033.60544215.773809
2020-03-1033690-15225151000-0000000010------0100101-1322.57.77.1428577.1428577.1428577.1428570-2214.030007-------8.333333-1.6014.55782313.666181
2020-03-1143790-16233161000-0000000010------0100101-821.18181812.56.6666676.666667-0.476197.071429-0.476194.82363.3945762.428571180.8516652.23342221.64285740.248016--8.367347-12.551.405.24659913.802235
2020-03-1243790--238160000-00000000-0------010010--519.833333--0-6.666667------------1.40.7142862.8656461.557337
2020-03-1353890-17243171000-0000000010------0100101-518.692308206.256.256.256.250-2531.923317-------8.367347-10.7142862.865646-3.174198
2020-03-1453890--247170000-00000000-0------010010--417.642857--0-6.25----2.571429216.9247252.67890533.07142937.8596440--0.30.8571431.184974-4.109572
2020-03-15347100--248170000-00000000-0------010010--117.714286--00-0--2.571429252.218543.11476522.82857122.621549--8.367347-0.50.8571433.97409-4.109572
2020-03-163587512125315-2000-000000004583.33333316.66666723.8095244.76190526.258001001040517.6428578023.529412-11.764706-11.76470623.5294120-3036.9461482.285714277.6615393.42897222.64285714.673106--8.367347-0.70.8571434.525468-4.349668
2020-03-17751275-25301194000-0000000040------0100104-4820.5714298.326.66666726.66666738.431373243.137255-71.73531.0595654.571429387.4897024.78529223.02857124.5370520-8.143257-24.382.4116.090094-4.096996
2020-03-18761386-28361212000-0000000031------0100103.85-6024.428571515.78947410.526316-16.14035122.768421-10.877193-3.33887.261555387.4897024.785292-25.0204030.75-8.9202-20.8666672.4115.573177-4.154282
2020-03-19196251362464263817000-00000000180752513.0434784.34782628.751600100105.972506528.71428627.785.71428680.95238170.42606532.21030169.92481222.75424.8558276.428571475.0616775.86675928.75714328.0973261-3.92557-14.6428573.10.71428618.503580.218896
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2021-04-2139135252511892-12935208441577-8177018 i tamponi processati con test antigenico inseriti oggi sono la risultanza di tamponi fatti dal 15 gennaio ad oggi sul territorio 00190409759160131039243483404755------11.22052388.7794771.1263863.09770736.492792-130771487.5714290.48.034188-1.3675217.5109845.9025137.566898-0.7122683.4715434.142857406.3105015.0177183.6857145.5822180.7142860.3152380.0714290.835.857143-0.504960.039289
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2021-05-023474156312205-13287215689604-28183610001930058613200241257424842702856------15.59901984.4009811.184824.52991131.468304-4761488.6428575.94.43038-4.43038-4.9073285.105922-0.4980780.8124421.17724227.428571150.3856611.8571834.5571434.47948--0.2942310.171429-7.736-0.908948-0.075302
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2021-08-0101112813318-13939252335129142189570097207591760373722271704600239------54.90756945.0924312.21766729.8447827.404768-450382.5714295.12012.17391315.5352586.38725415.7983193.6129968.727433975.3594590.9306492.0571437.726381--0.5964390.3214291.36.8571430.792727-0.169195
2021-08-0201112813318--25246612902190880027490121714820503749761719920-0------55.40104844.5989522.24220530.446205--131384.142857--0-12.173913----1175.4940230.9323112.5714299.310917---173.003143-0.263677
2021-08-0311212413324-13942252817126-321943500222501228956041377201172989036------55.72219644.2778042.25846830.8448023-351387.9285710.92.325581-2.325581-2.3255812.3255810-130001.452129.71428677.2068030.9534632.4571438.195082-0.867499-0.65.7142862.049251-0.24477
2021-08-0411213113332-139572531911337219802002541097515460203797421745550158------56.22662743.7733732.28449431.4826914.8-374367411.9047625.5555567.8811373.7624589.5791813.1130117.43605311.42857178.0719230.9641473.1428579.442707-1.3285120.4928571.65.5714292.1766530.392281
2021-08-0521312613341-13962253535129-422014300231101625629057382053175241059------56.44759743.5524032.29608531.7667784.83-344371.7857141.53.759398-3.007519-8.5630753.761999-8.145364-2.5130168.83303410.85714381.5280561.0068283.1428578.737695-1.5072820.0928573.75.5714293.5953230.087503
2021-08-0621313413349-1397825379613782204030024010114312130453844541764990168------56.85281643.1471842.31764832.2953036.5055-261360.3571436.112.4031016.201559.2090695.0581648.6437034.6130296.22934811.57142979.1327870.9772483.2571439.115929-2.124690.6785713.54.7142862.0518870.252443
2021-08-0721314313349-13987254108146922071400194401060852032386398177383090------57.13756542.8624352.33304532.6726786.879675-312358.6428572.96.5693436.5693430.3677935.284841-5.833758-3.2130378.7996568.85714379.8069110.9855733.5428576.644886-2.5516220.4142863.35.5714292.4379880.453938
2021-08-0821314513357-1399725455214822211440089506452300203872931776330108------57.21809442.7819062.33743732.7803137.347724-444335.3571432.36.8493151.369863-5.199485.5195120.279972-0.6130472.9359548.71428673.6833480.909953.5142866.50063-1.600630.4357143.952.9581840.165603
2021-08-0941514713357-140012546081524221198003452016301765057390745179455040------57.80498642.1950142.36994833.5771636.845565-56332.3571437.12.7027032.7027031.332845.096991-4.1466124.8130523.009628983.708431.0337553.5142866.376944-2.2278260.8571432.85.2857142.4428260.22076
2021-08-1041514913357-14003254903154222149200192806881207033392673180695020------58.20440741.7955932.39259734.1322746.11873-295336.0714290.71.3157891.315789-1.3869144.529811-1.386914-6.4130552.3292578.85714380.2083290.990533.4857146.203855-1.2983710.1928572.77.5714292.781480.309351
2021-08-1141515213371-1402025532815732219100020290114181707139470218158301714------58.49044441.5095562.40908434.5363697.750921-425323.071429411.0389611.9480520.6322635.5061839.7231723.3130705.981165989.145681.1009023.3142865.98876-1.9928840.6285713.78.4285712.536569-0.080045
2021-08-1251615013376-14024255645156-122222700146901022403044396171182030045------58.63442941.3655712.41746934.7418977.188283-317324.51.32.547771-0.636943-2.5849955.062421-8.49119-2.7130758.3983228.57142987.8808691.0852823.1571435.576137-0.6179960.364286211.1428570.7216680.104604
2021-08-1361715613386-1404125598916372225610015440112338703439771518245101710------58.7700441.229962.42542134.9367828.66004-344316.7142864.910.8974364.4871795.1241225.9376748.3496653.6130923.06791510.14285798.9114741.2215043.4285716.558447-1.7787240.4857143.111.2857141.1795680.051417
2021-08-1481914413402-14047256324153-1022289000162507048970243993401833720616------59.06670740.9332932.44299935.3676268.261034-335317.0714291.83.680982-6.134969-10.6221485.59917-7.216454-3.1131001.491481091.2892061.1273732.8428576.440204-0.7036410.3357140.710-0.635104-0.410522
2021-08-1581915113416-14068256826160722337900-0000039934018337202114------59.06670740.9332932.44299935.36762610.171879-502320.7857144.213.725494.57516310.7101326.81811810.0445082.4131202.90762811.28571497.6684161.2061533.2857147.343504-1.9427310.3928570.89.2857140.168989-0.124617
2021-08-1661713713435-14071256926144-1622347800179208269470194011321843380319------59.37786940.6221312.46171235.8262829.096097-100318.57142931.875-10-14.5751636.07665-11.85049-1.2131246.7763129.28571492.5127161.1424832.8571436.044803--0.0321840.4071430.48.142857-0.294832-0.439013
2021-08-1771814613436-1408225721915410223766001675034213150184028071856710111------59.80724740.1927532.48801136.4708519.381683-293314.4285713.87.6388896.94444416.9444446.3109865.7638890.8131368.80993810.42857198.2172971.2129313.1142866.808655-0.3795220.2071431.27.2857140.923979-0.398456
2021-08-1851614613441-14085257506152-22240480013530342987024404160186682035------60.13290439.8670962.50833436.9689768.42443-287308.21428611.948052-1.298701-8.2431455.656546-5.690837-2.8131412.61407212106.3395011.3132363.2571437.690903--0.711194-0.2142863.65.5714292.547762-0.391094
2021-08-1971815613441-1409725789816412224440002286060816480304064461883600120------60.67341239.3265882.54280937.8139448.960766-392311.6428573.17.8947377.8947379.1934385.9922755.9466852.1131543.87518711.428571102.7128281.2684493.17.315424-0.2953810.1142862.53.2857142.822682-0.265357
2021-08-2071818213443-1412525837019026224908002465050619370224089111903190282------61.30443338.6955672.58427538.83027911.816651-472326.7142865.917.07317115.8536597.9589227.6544099.1784342.8131784.9823579.714286102.9440851.2713052.86.061077-0.333576-0.0142863.33.7142862.7185380.001599
2021-08-2161717513453-14127258649182-82251840021780110610190534110891913910210------61.6497438.350262.60754439.40059410.344153-279324.3571430.71.052632-4.210526-20.0641856.664142-16.020539-5.2131816.7792459.714286102.4205611.2648392.6714296.0199770.285714-0.394051-0.1571432.55.7142864.0715240.300145
2021-08-2251618313455-141362590771897225597003900338700411479191778092------61.77439838.2256022.61604839.60901310.14253-428323.2142862.14.9450553.8461548.056686.4062793.8924231.4131914.153139-----0.428571-0.136019-0.01428637.2857142.6995210.219853
2021-08-236171811345849314139259223188-12257420017310272144601341321019323703396.4662033.53379795.1835353.4868135.8493913944062.24436237.7556382.64861140.4071349.0711510146329.6428572.11.587302-0.529101-4.3752555.683433-3.3577530131956.89747811.142857113.7743581.4050532.5428576.568051--0.079671-0.3571432.57.7142863.0411780.672375
2021-08-2481917413462494-259501183-5226015001731026414390284149411947040-496.4603043.53969695.2118253.49388235.7768223952062.71690437.2830962.68218141.229918-1278328.428571---2.659574-2.130473----11.285714106.4754891.3149162.5428576.598638---3.46.5714291.3728180.361505
2021-08-2581917613481-1416026023618522267350015110343115601241645219587202119------63.09313336.9068672.70952341.9000721-735350.5714292.911.475411.0928963.7524711.475410-132145.17026316.857143127.6422631.5763143.69.5639170.4285710.019394-6.96.5714292.7195660.476573
2021-08-2671817013492-14164260630178-722712700173003081414084181821972940411------63.55117936.4488212.74357342.73463218.45-394356.07142912.162162-3.783784-4.8766810.078423-9.313248-1.9132196.63801114.285714123.1157311.5204143.27.765507--1.340351-0.0357147.98.8571433.8335620.06412
2021-08-2780821513497495142152611152234522760100213304161694023420315199011051596.4622643.53773694.9489983.48223735.8964653960064.10424935.8957512.78584543.77071223.33250485366.14285710.528.65168525.28089929.06468312.86441226.4895239.5132545.39000616.857143129.9565391.6048943.8142868.85199-1.1582720.4071438.58.4285714.3972840.024543
2021-08-2880822313499-142252614372318227921001753066210740174220682001020102------64.45567535.5443252.81338944.44580121.332625-322365.2142863.14.4843053.587444-21.69345511.607396-24.16738-7.4132646.68815316.142857119.28811.4731453.8714298.375043--1.1643740.0714294.410.2857143.6122850.144411
2021-08-2980824113501-1424526183724918228307001434011113130104235022014250202------64.88183235.1181682.84752945.28257321.132731-400357.92857158.6580097.7922084.20476411.1649884.1737041.9132820.88302-------0.350791-0.055.110.5714293.9311740.239821
2021-08-3090922513520-14249262000234-15228467001716023214640204252182029090419------65.3598534.640152.88682446.24567418.562822-163362.4285712.51.606426-6.024096-13.8163049.731204-7.051583-2.5132872.94103319.571429131.2759141.6211884.1571439.803711--1.571941-0.0071433.913.2857143.468485-0.065606
2021-08-3180822513521--262250233-1228716001753031314300104269712043490-1------65.82369434.1763062.92600447.205975--250359.357143---0.427355.596746----18129.6753111.6014214.1142868.790934---3.713.5714293.8210560.17595
2021-09-0190921913553-14276262914228-52293710018550396143802142882620580802732------66.29365933.7063412.96680148.20590127-664386.2857144.111.587983-2.145923-1.71857311.5879830-133084.63911521141.7733791.7508264.98571410.069355--0.725477-4.314.2857140.2729910.061044
2021-09-0290921613566-14286263298225-32297510015340305120102843036020703701013------66.68953733.3104633.0020649.07009124.45-384385.7142862.64.385965-1.3157890.83013410.50768-7.202018-1.5133184.26428715.285714140.4973881.7350683.86.671579--1.651614-0.2857144.812.5714290.2029770.349748
2021-09-031101121513590-143112636512261230090 si tenga conto che in data 31.08.2021 abbiamo censito un incremento di casi positivi che conteneva un caso duplicato quindi il dato del 31.8 andrebbe diminuito di n.1 positivo mentre il dato di oggi è pari ad effettivi 26 positivi in più. il totale è 143110017450359136002643210520842302524------67.13598732.8640133.04284250.06965724.5325-353377.2142867.111.1111110.4444441.76023310.5981956.7251464.5133397.44137918.285714141.1540611.7431784.1571437.931639--0.7647580.1214297.913.5714290.561294-0.349511
2021-09-041201222113594-14322264142233723057600164406849340264337492093830114------67.44521632.5547843.07174550.77806922.502625-491392.3571432.24.8672573.0973452.6529019.738554-6.243854-4.9133510.83862115.714286141.1229941.7427943.7285716.805953--1.63551-0.2857142.912.1428571.143947-0.518655
2021-09-051301324413601-1435326469925724231109007070004337562093830317------67.44521632.5547843.07174550.77806923.777231-557401.5714295.613.30472110.3004297.20308410.2734798.4374643.4133761.139209-------1.6884370.1571431.3110.751483-0.547999
2021-09-061301323913608-14355264801252-5231211 i positivi di oggi sono 4. Segnalo però che in data 4.9 abbiamo censito 2 positivi in più per errore.001204035983708434960210228027------67.71740332.2825973.09764451.41284820.510647-102398.42857120.77821-1.945525-12.2459548.849189-12.526511-3.6133792.50116617.857143146.6558111.8111213.7571437.688876--1.438863-0.25-0.8100.882399-0.35262
2021-09-071301323113616--265068244-82314760092303465640134358832108050-8------67.90326332.0967373.11558151.852487--267397.642857---3.174603-1.229078----14.571429147.3932011.8202283.36.270557---0.69.4285711.011092-0.454242
2021-09-081301322813638-14374265761241-32321490098002557210443686321153001922------68.13679531.8632053.13841652.41216419-693394.6428572.77.786885-1.2295081.9450957.7868850-133967.33449414.571429140.865361.7396123.2142866.239229--1.716894-09.4285710.530933-0.369441
2021-09-091301322713643-14378266214240-12326010012220421781020438085212331045------68.39480931.6051913.16403753.04012716.75-453398.8571430.91.659751-0.4149380.814576.867815-6.127134-1.8134020.40229711.714286141.4312551.7466012.3857144.958488--1.914707-0.578571111.5714290.395016-0.401423
2021-09-1090922413660-14388266717233-7233091001013038461201743909821296001017------68.59741931.4025813.18445253.5404815.7375-503400.14285724.166667-2.916667-2.5017296.4626432.5069161.1134117.28529812.857143128.0808061.581732.6285715.403621--1.735641-0.1285712.512.428571-0.3561860.036849
2021-09-111101122713660-14393267113238523348300123801811045012440336214017050------68.93789331.0621073.21935754.39599614.126875-396405.4285711.32.1459232.1459235.062595.815135-2.020744-0.7134176.675582-------1.214748-0.2785710.29.571429-1.3353970.027434
2021-09-121101123913667-1441226760425012233941003920343350144407282140660197------68.95367731.0463233.22099354.43611114.857844-491411.9285713.97.9831935.0420172.8960946.1403435.837272.6134338.5212918.571429122.0730121.5075371.8714293.565604--2.689909-0.092857-1.812.285714-1.696418-0.131069
2021-09-131011121713689--267737228-22234073004100122281074411382143540-22------69.04644630.9535543.23064754.672715--133409.785714---8.8-13.842017----9.571429115.977781.4322641.8428574.052437----3.511.857143-1.055658-0.354192
2021-09-14921120413703-14413268052215-13234386005510173371064416892147310114------69.16788330.8321173.24337154.9845871-315414.4285710.30.438596-5.7017543.0982460.4385960-134355.710327.857143117.5271481.4513981.7428573.390476--0.963667--4.714-2.090332-0.3497
2021-09-1572921313705-14422268563222723487300389015822209442078214962092------69.24229130.7577093.25121755.1768982.2-511403.51.84.1860473.2558148.9575681.0007143.7474511.5134444.5719458.428571108.0901251.3348561.9285713.71086--0.9941140.15-4.515.857143-2.091784-0.276865
2021-09-1672919613729-14429268913205-17235223003870157222064424652151900724------69.31573330.6842673.25899955.3676262.92-350401.07142923.153153-7.657658-10.9134721.32358-1.0328940.2134518.3210987.571429104.2388191.2872941.7571433.4027720.142857-0.564208-0.514286-5.414.428571-3.259794-0.443061
2021-09-1762819113743-14437269270199-62355780074502614660154432102156710814------69.4706730.529333.27553955.7730063.682-357401.3571432.23.902439-2.9268294.7308291.7104080.7492860.2134597.9008599.57142999.9448291.2342652.2857144.547701--0.5106870.028571-5.413.714286-4.056477-0.374674
2021-09-185271801375849614441269776187-122360750013240469839015444534216525041596.5202753.47972595.2704113.43466536.3936493968069.74575530.2542453.30532156.5029743.72970506402.4285710.82.01005-6.030151-3.1033221.755355-1.892389-1.4134643.607757793.0055481.1485691.8285713.48405--0.131428-0.207143-5.815.142857-3.644188-0.522116
2021-09-1952717913778-14460270155186-1236441001501320044454921652701920------69.746430.25363.30539256.5046996.020245-379389.714286510.160428-0.5347595.4953923.0161168.1503784.2134796.668979776.2705660.9419011.8285713.503026--0.0296260.271429-7.113.714286-3.482713-0.528613
2021-09-2052716813790-14461270294175-112365770077204023560114453212168940112------69.86461530.1353853.31835856.8225055.267208-139392.3571430.70.537634-5.913978-5.3792192.644343-9.622794-4.3134812.9162966.42857177.9292870.9623851.7142863.332735--0.2709790.071429-913.714286-4.546632-0.329827
2021-09-2152716013799-14462270668167-823694500721021134709446042217250019------69.97928830.0207123.33103457.1331764.627127-3744000.30.571429-4.5714291.3425492.3334060.033795-0.4134828.9271336.14285769.4229490.8573361.6571433.328713--0.871241-0.278571-7.711.714286-4.256252-0.255185
2021-09-2242615413811-14467271145160-72374150074402333080154467862175730512------70.08333129.9166693.34261857.4171114.683058-477384.57142912.994012-4.1916170.3798122.4324972.4225830.7134883.5111796.42857172.2508570.892261.6714293.717296-0.1965520.121429-6.89.428571-4.216563-0.498711
2021-09-2342614513825-14472271451151-9237719007020189278054474882178560514------70.17448929.8255113.35283457.6675114.730599-306374.0714291.63.125-5.625-1.4333832.5363730.1309880.6134939.2557786.42857168.6486970.8477751.7142863.818873-0.205908-0.078571-7.28.428571-3.063568-0.309417
2021-09-2432514213839-14482271893147-423815800852023648401944834021835901014------70.33651329.6634873.37114858.1163675.521009-442369.7142862.36.622517-2.6490072.9759933.1492943.4975170.7135031.9142954.85714370.111950.8658451.33.129288-0.8933830.228571-5.112-2.606221-0.30354
2021-09-2532514513840-1448627224915032385130011550258636012449495219007041------70.54524329.4547573.39503758.7018945.292858-356366.8571431.12.7210882.0408164.6898233.085063-3.901429-1.2135078.367059------0.4356440.271429-513-2.2251890.028032
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2021-11-24911034814215-150762977863581826380600955088131735150980522934314545335------73.87461426.1253863.82769569.30624153-9685825.515.5882355.2941185.58737315.5882350-139409.55709430.142857152.463471.8828434.5714298.971641--1.573728-17.313.8571434.3541390.179017
2021-11-251011137414228-15116298437385272644520014020122891190151120722943326444013------73.90360426.0963963.83194769.4104651.05-651588.7142866.111.1731847.5418992.24778114.925977-4.4150510.6139626.80281230.285714150.5389491.8590764.6571438.660331--1.8890890.57142918.6124.480186-0.461695
2021-11-261111240114230-15146299090413282651010016320130111139105128392295444035302------73.93935926.0606413.83720469.53931747.8925-653577.0714294.67.7922087.272727-0.26917213.855912-3.380976-1.5139808.11195932.714286156.6833981.9349575.0285719.0272570-0.888504-0.11428615.2133.421301-0.232673
2021-11-271111241414243-151722997214261326571800181501391281545351465422967555802613------73.98155626.0184443.84342769.69184744.608625-6315864.16.29543.1477-4.12502712.721835-1.496808-0.5139968.85034227.714286144.9447071.789994.3714297.391983--1.616479-013.310.8571433.824885-0.260898
2021-11-28121134341425450415205300384447212663620010804210205147622296775682331196.5849033.41509793.7454783.31469937.7108134032073.982226.01783.84352369.69417942.8673310663579.42857157.7464794.9295771.78187711.9755321.4510790.9140167.495224-------0.906946-0.03571411.8143.608214-0.315845
2021-11-291211342914263-15209300622442-526659700225401349720230517016229774770549------74.01344525.9865553.84814469.80744637.037232-238583.3571431.70.894855-1.118568-6.04814510.31343-6.851624-3.3140207.24567630.428571152.6577691.8852424.2714297.958794--2.174953-0.2285718.615.2857143.082326-0.227281
2021-11-301211342114271--300903434-8266874001739096102154015187552298779245-8------74.04662325.9533773.85306369.928017--281581.714286---1.809955-0.691387----25.571429160.8750911.9867223.9285716.347388---8.424.2857141.486609-0.260718
2021-12-011111242914291-15236301844441726779100223301079120350520988229968112802720------74.07593525.9240653.8574270.03479827-941598.6428572.96.2211981.6129033.4228586.2211980-140369.99941221.285714159.9508911.9753083.3428575.087353--1.090991-8.422.8571430.414035-0.443888
2021-12-021111241314326-15255302463425-16268399002428016615121110523416230119133911935------74.12457425.8754263.86467170.21251825.8-619582.1428573.14.30839-3.628118-5.2410215.934277-1.9128080.2140497.28296820.285714151.4942021.8708733.2857144.7491130-1.054829-0.3571431.229.142857-1.855043-0.358076
2021-12-031211341114337-15265302973424-1268902002567013411523162525983230236157071011------74.16226225.8377383.87030870.35068223.43-510567.64285722.352941-0.2352943.3928245.397076-1.955449-1.1140578.71393218.857143149.2893781.8436443.0857144.467531--1.581532-0.35031.571429-1.980118-0.562872
2021-12-04121133571441350515288303516370-5426941900237501241442106152835823038117813237696.6148283.38517294.2765573.30324437.8415844040074.20896825.7910323.87731770.5224723.36550543557.9285714.25.424528-12.735849-12.5005555.4011943.0715872.2140734.09572714.285714142.6667171.7618582.4857143.397997--2.6121330.057143-835.428571-3.749822-0.905033
2021-12-051311437114414-153043041193851526999300-0000052835823038117813161------74.20896825.7910323.87731770.5224722.260675-6035572.74.3243244.05405416.7899035.239664-1.100204-1.5140854.72268113.857143128.8746381.5915332.3142863.313060-1.629379-0.171429-11.830.571429-4.563758-0.771631
2021-12-061411531814467-15305304241333-5227011400285401961002558053121223048120371153------74.2411825.758823.88216570.64130819.071574-1225500.80.25974-13.506494-17.5605484.492675-4.064584-1.9140869.84123712.714286134.1362291.6565112.2857143.305579--1.684237-0.635714-16.736.142857-6.092874-1.082101
2021-12-07141152931449250615306304461308-252703310025850170104231015337972305862268112596.6262173.37378394.6818243.30589337.8112654048074.27500225.7249983.88726970.76640816.3608380220545.9285710.50.3003-7.5075085.9989863.8638190.04056-0.3140885.04540611.857143122.943531.5182872.3571433.35336--2.193038-0.435714-1528.428571-4.962327-1.167425
2021-12-081111226814539-15325305165280-2827101200204901524818481535846230635245291947------74.29078525.7092153.88965670.82490116.756712-704527.0714292.76.168831-9.090909-1.5834014.2095715.8685312.2141022.31488110.714286109.2703931.3494312.1571433.1150730-1.053268-0.2-19.131.571429-7.325973-1.310743
2021-12-091211327914540-153383055232921227136600256502381392180853841123078226709131------74.33813625.6618643.89683371.0008116.193205-358506.1428573.64.6428574.28571413.3766234.274564-1.5259740.9141130.76651510.714286107.7927871.3311842.0428573.692286--1.162266-0.414286-19.730.714286-5.447777-0.921277
2021-12-10101112321459050715340305883243-49271725002174011684197135405852308692868025096.6417173.35828395.1108213.30508537.8205134056074.3661625.633843.90109371.10522614.0642240360485.2142860.60.684932-16.780822-21.0665363.736119-3.957925-3141156.58830710.714286105.4102091.301762.1285714.011294--1.129614-0.435714-18.828.142857-6.436764-1.105715
2021-12-11821023414612-153633065592441272392002465010410222572543050230973309372322------74.3996625.600343.90619871.23034615.404591-676488.4285713.49.4650210.41152317.1923454.5954548.7800892.8141317.210972-------0.260966-0.278571-23.426.428571-7.340297-0.513248
2021-12-12921122614635-15379307039237-7272858002520842400543302230977311771623------74.40094825.5990523.90639571.23516415.493902-480475.3571433.36.557377-2.868852-3.2803754.889743-2.907644-0.1141444.5932691193.9117541.159762.1571434.199752--0.36174-0.178571-18.426.714286-6.568548-0.636664
2021-12-13831117914682--307185190-472730030029260130972698154622823107533875-47------74.43251525.5674853.91121871.353377--146468.785714---19.831224-16.962372----16109.0170571.3463032.8428576.921829----19.820.428571-5.193041-0.512925
2021-12-14941317314689-15382307478186-4273293002630011656245715488582311323633237------74.45087625.5491243.91402971.4222683-293469.64285711.578947-2.10526317.7259611.5789470-141482.25978114.714286104.1880071.2866662.86.80451--0.465389--13.917.714286-5.270527-0.286399
2021-12-15841217514724-15418308156187127396100308801347328810551946231205392133635------74.4743925.525613.91763471.5106417.95-678450.8571435.319.3548390.5376342.6428974.24533117.7758924.3141733.48447817.571429110.6579991.3665673.1285718.57128801.2937190.164286-8.815.714286-0.9586860.128548
2021-12-16741118314727-1542830856919472743680024180166772173255436423128441386103------74.49983725.5001633.92154471.6064618.2575-413436.1428572.45.3475943.7433163.2056824.41067-14.007245-2.9141828.63151118.714286111.4258411.376053.4285719.122792-0.293202-0.107143-5.39.142857-0.56293-0.044029
2021-12-17628212147335081546130913322026274929002316017395204445566802313834343033696.6668853.33311595.2913783.28568738.0437994064074.53172725.4682733.92645471.7268111.96887505644405.917.01030913.4020629.6587466.30061611.6627153.5142046.4949518.714286112.6149871.3907353.4285719.218097-1.2628820.378571-5.19.4285710.7279630.909612
2021-12-1872921814736-154713094972277275287002397073752246355907723146145676103------74.55685225.4431483.93033171.82184311.673544-364427.2142862.74.5454553.181818-10.2202446.037342-12.464854-3.2142138.67570416.714286105.9079541.3079073.1285718.399883-0.512210.135714-0.16.4285713.6202720.697835
2021-12-1972923214745-1549431017224114275953001069032111737056014623147246413239------74.56039525.4396053.93087971.8352613.372512-675432.3571433.410.1321596.1674012.9855836.6515645.5867040.7142310.70554417.285714109.9507611.3578333.38.587542-0.6918620.264286-0.46.8571433.802961.023532
2021-12-2072923314746-154963103402421276119002751098134251635628972316094892921------74.60452425.3954763.93770972.00267911.666635-168435.6428571.20.8298760.414938-5.7524635.778311-9.302283-2.2142337.43404324143.0012381.7659894.12857110.76304100.105999-0.057.16.5714297.7737751.565796
2021-12-21921122914755-15503310661240-22764370023800177107209425652772317185102379------74.63963525.3603653.94316172.13629610.96664-321442.8571432.22.892562-0.826446-1.2413845.3454492.0626861142409.1518929.142857155.9759531.926225.04285712.13268-0.5436610.12857115.88.5714299.0943031.481644
2021-12-22102122961476950915586311409308682771810025550791152361056783223183353384831496.6684123.33158894.7581163.26575138.2760314072074.67667825.3233223.94892972.27767121.771644074844611.134.58333328.33333329.1597799.73113131.6907718.9142887.06274435179.3460112.2148285.54285712.740403-2.804390.923.27.85714310.0532861.852402
2021-12-231321533314775-156323119343484027770200200102061511640456983323198855024466------74.72660625.2733943.9567372.46887525.405897-525457.9285718.814.93506512.987013-15.3463210.511721-19.648268-2.3143205.97822439.285714198.2540162.4483326.04285713.458106-0.9817620.75714325.49.42857110.3847962.052119
2021-12-241321540314779-1570631272541870278489 "rispetto al valore a zero del campo ""casi confermati da test antigenico"" si specifica che confermiamo, al momento, tutti i casi con test molecolare successivo al eventuale primo test antigenico positivo."0097605167858057080923205555882744------74.74818725.2518133.96011272.55175832.695013-791488.7142869.421.26436820.1149437.1279312.1246186.3293030.6143641.61066449.714286225.5443622.7853537.58571415.12047-1.5428530.64285733.98.71428612.4839791.573139
2021-12-251621842314796-15746313371441232791140casi confermati da test antigenico è a zero in quanto confermiamo i positivi da test antigenico tutti con test molecolare100010570810232055558834017------74.74818725.2518133.96011272.55175833.790761-646486.5714296.29.5693785.502392-14.61255111.741332-11.69499-3.2143932.14452550.714286223.0987772.7551518.22857115.243138-0.9902050.35318.14285712.3442941.563961
2021-12-261521751614800-15842314045533922797650casi confernati da test antigenico è a zero in quanto confermiamo tutti i casi positivi con test molecolare1800216057082823205755899964------74.74883225.2511683.96021372.55423543.122147-674500.42857114.221.76870720.86167815.35928613.24543912.1993298144474.83203553.142857234.5877332.8970348.87142915.476815-1.2344371.13571432.38.42857113.0014421.679431
2021-12-271721951114812-15851314203530-32799230casi confermati da test antigenico è a zero in quanto confermiamo tutti i casi positivi al test antigenico con test molecolare31480832652794657397623232858693912------74.83612425.1638763.97395172.89094838.003825-158501.2857145.71.688555-0.562852-21.4245311.511906-20.080152-8.5144567.97615464274.8628223.394419.38571414.66620900.0078290.32857145.58.14285712.7460311.246289
2021-12-281822053014816-15875314561550202802760casi confermati da test antigenico vale zero in quanto confermiamo tutti i testi antigenici positivi con test molecolari301502571372619257699123246761312244------74.88089825.1191023.98103473.06456135.903251-358505.9285716.74.5283023.7735854.33643710.4643652.8397471144766.48804187.571429333.567174.11937710.22857116.863499-0.2106680.40714365.77.14285715.057411.314069
2021-12-2920121675148265121603431564669614628134500284106512926461579832232597639581591096.6618863.33811492.466013.19321439.1455084096074.92277325.0772273.98768273.22749454.3677630108553514.728.90909126.54545522.7718713.23107424.3807898145581.563985139.142857420.6514345.19482112.420.738175-0.6824470.671429109.27.42857119.0645070.710322
2021-12-302012187814834-16245317081899203282767002730029014422951582562232742662532118------74.9694825.030523.99512373.4098777.862599-143560814.730.31609229.1666672.62121215.7938271.4070010146498.571894194.714286502.7401956.20857414.58571423.97215-1.7834640.878571144.36.85714322.7722310.851872
2021-12-3120121131114836-1668031885013324332845270casi confermati da test antigenico è a zero in quanto confermiamo tutti casi positivi con test molecolare193701476517241584499232808679774352------74.99073925.0092613.99851973.493108131.433209-1769694.07142924.648.38709748.16462718.9979620.68281718.0710059.9147935.615028235.285714570.6024157.04663616.57142923.962604-2.2411991.335714177.76.85714322.8433091.287317
2022-01-0119120173114846-171093208451751419286481009000905845082328086798642910------74.99073925.0092613.99851973.493108176.068228-1995810.57142921.532.20720731.456456-16.70817122.411476-16.17989-3.1149177.038438237.285714578.2671117.14129116.74285723.876004-1.9758391.342857172.28.57142923.0245561.769634
2022-01-0221122210314852-1748932219921253742877950053904930460585047232808680323806------74.99073925.0092613.99851973.493108206.657994-1354859.07142928.121.70188521.359223-10.09723322.305037-10.5053226.6150299.139356266.428571626.3497127.73508619.95714324.751133-0.8264091.764286192.312.85714323.98081.479904
2022-01-0321223211714860-175123225322140152881190028550861952569558790223300870601238------75.05516224.9448384.00884573.746212179.109295-333870.8571436.91.0823530.705882-20.65334119.121635-20.619532-21.2150433.173591314.571429681.9052628.42116721.01428623.618604-0.0180340.407143230.513.85714323.0529871.525752
2022-01-0421223234114864-177403233142364224288891002671031511222359590573233129728362284------75.09413824.9058624.01511973.899975186.4429-782903.78571429.210.65420610.467299.76140817.851529.57185322.3151178.047855328.285714717.5071118.86083121.94285720.833087-0.5544031.928571257.716.42857120.2403921.56848
2022-01-0522224281414886-1823632556228384742910450028640108150260245934372332837543849622------75.14374324.8562574.02313274.096371232.876465-22481010.92857122.120.98138720.0507619.58347118.32110.327181-7.1152433.736419295.714286729.9317259.01426820.65714314.872413--0.9715680.785714275.517.42857114.2701181.472422
2022-01-0621223308414924-185433270123107269292435002249016373557705956862333187601530738------75.15501724.8449834.02495874.141116243.994995-1450107721.210.8174779.478506-10.57225517.195472-10.16391-0.9153251.077777255.142857741.7417589.16011619.05714310.898139--0.2941130.885714272.618.14285710.2820660.740426
2022-01-0723225328014933-187503283433305198293644002944021538123399598630233708783542079------75.28064224.7193584.04541274.642463238.445746-13311115.57142915.66.6623756.372707-3.10579915.615507-4.155102-5.6153860.654809329.857143815.62543210.0725417.24285711.567595--1.0430.442857341.330.28571410.946203-0.684913
2022-01-0824226339614961-1889532974634221172949350dal 7 gennaio 2022 confermiamo i casi positivi anche con il solo test antigenico27320136152243956013622338658079314528------75.33121424.6687864.05370674.845729224.428884-14031169.64285710.34.3872923.540091-2.83261613.931275-2.275083-5.3154316.529135382.714286864.53153310.67650418.61428612.714988--0.3701490.29285733637.71428612.104308-1.784309
2022-01-0928230428214974-197983356224312890300053001148047527340006025102341388119390313------75.41915124.5808494.06820875.20117326.214552-58761541.21428615.426.38807726.00818222.46809115.79979522.0007855.1155893.588082430.142857910.12668711.2395816.54285712.897988-0.3299550.085714341.251.42857112.043032-1.699587
2022-01-1028230466214987-2019133800446923803037450026520124159236636051622343008355939313------75.47133324.5286674.07686275.413296336.232369-23821700.07142916.59.11418.812616-17.19556614.796941-17.2739771.1156671.417611473.285714921.54604911.38060315.42857112.108666-0.5303960.771429376.267.71428611.181903-1.560036
2022-01-1122224513915076-2075134181651634713066810026870304228215416078492345298571356089------75.54509824.4549024.0891675.714697369.797514-38121946.78571414.711.93520910.0383631.22574714.3676812.821109-1.8157508.261653533.285714911.65854911.25849814.412.3274900.5290650.571429433.979.28571411.26441-1.705395
2022-01-1222224586315150-2154934741358877243120390031420146147284546109912346808855879874------75.59373724.4062634.09730975.914434434.027887-55972269.07142914.315.4561314.0228553.98449214.5309493.520921-0.4158483.208666584854.23796910.54938414.17142912.61489--0.960926-0.028571455.486.14285711.321986-1.695869
2022-01-13182206459152845132227635261164795923170590028050404206219326137962348889075172713496.7525483.24745268.6119592.30292754.2787524104075.66073724.3392634.10858876.190877477.973704051982537.8571431412.34924410.056056-3.96679914.203693-3.106886-0.3159261.791585635.714286807.3462429.97029614.62857113.035092--1.283346-0.05447.890.14285711.638131-1.282283
2022-01-1420222689615407-22838356617691843932104500288701901452551161668323503493302562123------75.70776524.2922354.11654276.385828490.577648-40062697.642857148.6741786.775737-3.28031913.374266-3.6750660159894.946598580768.0086379.48449814.27142910.2670850-2.836637-0.757143466110.5714298.803329-0.421162
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2024-03-070004104768--8521904080290700-00000728118247850179699-0------79.8359820.164024.95932897.042363--41102.5--00-0-436134.468079--0-0---0-0.2-0.0714294.7619052.380952
2024-03-080004104768--8522724080298900-00000728118247850179699-0------79.8359820.164024.95932897.042363--82102.357143--00-0-436134.468079--0-0---0-0.2-0.071429-00.340136
2024-03-090004104768--8524594080317600-00000728118247850179699-0------79.8359820.164024.95932897.042363--187103.928571--00-0-436134.468079--0-0---0-0.10-00.340136
2024-03-100004104768---4080317600-00000728118247850179699-0------79.8359820.164024.95932897.042363------00-0-436134.468079--0-0---0-0.1--0-1.70068
2024-03-110004104768---4080317600-00000728118247850179699-0------79.8359820.164024.95932897.042363------00-0-436134.468079--0-0---0-0--0-1.70068
2024-03-120004104768---4080317600-00000728118247850179699-0------79.8359820.164024.95932897.042363------00-0-436134.468079--0-0---0-----1.70068
2024-03-130004104768---4080317600-00000728118247850179699-0------79.8359820.164024.95932897.042363------00-0-436134.468079--0-0---0-----1.70068
GiornoRicoverati con sintomiTerapia intensivaTotale ospedalizzatiIsolamento domiciliareDimessi guaritiDecedutiTotale casiTamponiTotale positiviVariazione totale positiviCasi testatiNoteNote testNote casiVacciniDose2 pregressa infPrima doseSeconda doseTerza doseUna dose a guaritiTotale dosi vaccinoTotale due dosi (inc. guariti+1 dose)Totale terze dosiNuovi casiNuovi guaritiOutcome positivoOutcome negativoGuariti su registratiDecessi su registratiPercentuale registratiTot. casi stimati dai decessiPercentuale immunizzatiPercentuale suscettibiliR0 massimo per avere Rt=1Livello immunità %Andamento nuovi casi (MME)Decessi giornalieriNuovi tamponiAnd. nuovi tamponi (MM14)Perc. tamp. positiviPercentuale nuovi casi %Perc. increm. totale positivi %Var. perc. increm. positiviAndamento perc. nuovi casi % (MME)Variazione della perc. casiVariaz. perc. tamp. pos.Totale casi corretto tamponiAnd. nuovi casi (MM7)Casi corr. tamponi (MM7, grande)Casi corretto tamponi (MM7, piccolo)Andamento perc. tamp. positivi (MM7)Andamento perc. nuovi casi % (MM7)Decessi giornalieri (MM7)Variazione della perc. casi (MM7)Variaz. perc. tamp. pos. (MM7)Variazione positivi (MM10)Nuovi guariti (MM7)And. perc. increm. tot. positivi % (MM7)Var. perc. increm. positivi (MM7x2)
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.
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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)