Forward

The data is gathered from a variety of sources, and as such any one of them may flake out and cause unpredictable things to happen on this page.

Graph groups

• Tokyo
• Japan
• Vaccination
• Predictions
• Sweden
• USA
• World

Tokyo

• COVID-19 events reported in Tokyo : log-scale
  
• COVID-19 events reported in Tokyo per confirmed case
  
• COVID-19 events reported in Tokyo per test
  
• COVID-19 events reported in Tokyo
  
• newly confirmed cases per test in Tokyo : note: this is per test, not per person tested. blue line indicates 6-week average.
  
• Tokyo weekly cases (lines) and growth by age and sex
  
• Tokyo weekly cases and growth by age and sex
  
• Tokyo confirmed cases age distribution density over time : grouped by week
  
• Tokyo confirmed cases age and sex distribution density over time : grouped by week
  
• Tokyo covid hospital bed utilization rate : 東京都確保病床数と使用率
  
• Tokyo severe covid hospital bed utilization rate breakdown by standard : 東京都重症病床使用率　基準別
  
• Tokyo severe covid hospital bed utilization breakdown by standard : 東京都重症者数と重症病床数　基準別
  
• Tokyo covid hospital bed utilization and capacity : 東京都確保病床数と使用量
  
• Odds ratio of having received # of vaccine doses, given confirmed : daily values over time. Shaded area represents 95% CI
  
• Odds ratio of having received # of vaccine doses, given confirmed : Error bars represent 95% CI
  
• Odds ratio of being confirmed positive in Tokyo with given # of vaccine doses, compared to unvaccinated : daily values over time. Shaded area represents 95% CI
  
• Odds ratio of being confirmed positive in Tokyo with given # of vaccine doses, compared to unvaccinated : Error bars represent 95% CI
  
• Tokyo cases by breakthrough status : 東京都陽性者　ワクチン接種状況別
  
• Tokyo COVID-19 Call Center daily calls (コールセンター件数) : bars for number of calls
  
• Tokyo COVID-19 Call Center daily calls (コールセンター件数) : call frequency by time of day
  
• Tokyo COVID-19 hotline consultations (受診相談窓口件数)
  
• Tokyo COVID-19 hotline consultations (受診相談窓口件数) : frequency by time of day and day of week
  
• Tokyo COVID-19 hotline consultations (受診相談窓口件数) : frequency by time of day
  
• Tokyo Cases with known contact by age + sex : 1w averages. shaded area represents 95% CI assuming binomial counts
  
• Tokyo weekly case growth : by age and sex
  
• Tokyo confirmed cases sliced by connection to another confirmed case
  
• Recent 28 days: Tokyo daily deaths : dashed line shows 1-week average
  
• Tokyo daily deaths : dashed line shows 1-week average
  
• Ambulance delays incidents relative to pre-covid reference year (救急搬送困難事案数：コロナが始まる前年からの差分) : Counts per week (週別). Columns start from negative reference week count (棒が前年の値を負から始まり表している).
  
• Ambulance delays incidents (救急搬送困難事案数) : Counts per week (週別)
  
• Tokyo jobs of confirmed cases (totals) : within the cases with known job info
  
• Tokyo jobs of confirmed cases
  
• Tokyo weekly people tested
  
• Tokyo weekly tested positivity rate : shaded area represents 95% CI from weekly counts. blue + represents daily rates.
  
• Tokyo weekly tested positivity rate : shaded area represents 95% CI from weekly counts
  
• Tokyo observed R by case reported date
  
• Observed R and mobility : 1 week windows, date of symptoms as incidence, assuming serial interval mean=3.96 sd=2
  
• Recent 28 days: Tokyo case summary data over time
  
• Tokyo case summary data over time
  
• Recent 28 days: Tokyo case summary data, change vs 1 week ago : free Y axes
  
• Tokyo case summary data, change vs 1 week ago : free Y axes
  
• Recent 28 days: Tokyo case summary data over time : free Y axes
  
• Tokyo case summary data over time : free Y axes
  
• Recent 28 days: Tokyo case summary data over time : status subgroups (fraction)
  
• Tokyo case summary data over time : status subgroups (fraction)
  
• Recent 28 days: Tokyo case summary data over time : status subgroups
  
• Tokyo case summary data over time : status subgroups
  
• R using estimated symptom onsets from currently reported cases
  
• Tokyo cases and observed R by symptom onset date
  
• Tokyo variants detected
  
• Fraction of Tokyo daily case confirmations identified as given job and fraction of health care workers (HCW) vaccinated : 仕事が公開されている東京都の陽性者の割合　と　医療従事者がワクチン接種した割合
  

Japan

• JHU reported cases in Japan : cumulative
  
• JHU reported cases in Japan : cumulative
  
• JHU reported cases in Japan : weekly
  
• JHU reported cases in Japan : weekly
  
• Japan covid-19 inpatient case status over time
  
• Japan covid-19 inpatient case status over time : available beds count from stopcovid19.jp
  
• Japan confirmed case density by age and death status
  
• Japan confirmed cases by age/sex and death status
  
• cases confirmed at airports : by age, color by airport
  
• Monthly cases confirmed at airports by citizenship
  
• confirmed cases at airports by date : sliced by asymptomatic
  
• confirmed cases at airports by date : sliced by travel history (note: not nationality)
  
• confirmed cases at airports : sliced by sex
  
• PCR test positivity at airports : assuming all 'Quarantine Station' tests are at airport. dashed line is 1-week mean.
  
• monthly border-crossings by nationality after 2020-04 : 2020年04月から 月別 国籍・地域別　出入(帰)国者数
  
• monthly border-crossings by nationality after 2020-04 unstacked : 2020年04月から 月別 国籍・地域別　出入(帰)国者数
  
• log2 odds ratio of foreign vs Japanese nationality holder testing positive at border : error bars indicate 95% confidence interval
  
• log2 odds ratio of testing positive at border entry given nationality : error bars indicate 95% confidence intervals
  
• monthly test positivity at border by nationality (assuming all entrants are tested) : error bars & shaded areas indicate 95% confidence intervals as though confirmed counts were binomials
  
• monthly entries and exits by nationality : delta (△+/▽-) shows flux (entry - exit) for that nationality or total
  
• monthly foreign entrants to Japan by nationality : 月別 国籍・地域別　外国人入国者数
  
• confirmed case deaths by date of death : breakdown by prefecture, observed R of deaths : treating deaths as incidence. 2 week windows SI mean=3.96 sd=2
  
• Japan confirmed cases by age and date : as a fraction of population in same age/sex demographic
  
• Japan confirmed cases by age and date
  
• Japan confirmed cases by age/sex/death-status and date of confirmation
  
• Japan deaths by age and date
  
• Ambulance delays incidents relative to pre-covid reference year (救急搬送困難事案数：コロナが始まる前年からの差分) : Counts per week (週別). Columns start from negative reference week count (棒が前年の値を負から始まり表している). Prefectures with <100 cases per year omitted (前年に100件未満の当道府県を除く)
  
• Ambulance delays incidents (救急搬送困難事案数) : Counts per week (週別)
  
• paste("Log", phantom()[{ paste("2") }], " odds ratio of confirmation vs non-confirmation by age/sex") : error bars represent 95% CI
  
• paste("Log", phantom()[{ paste("2") }], " odds ratio of death vs survival ", "(", "given confirmation", ")", " by age/sex") : error bars represent 95% CI
  
• Correlations (pearson) between different types of mobility by day of week : for a few prefectures
  
• Correlations (pearson) between different types : means within the same day of the week
  
• Change in correlations between mobilities over time : using 4w means of mobilities and 8w windows for correlation
  
• Correlations (pearson) between workplace and retail/recreation mobility : mean of correlations within same day of week
  
• Correlations (pearson) between workplace and retail/recreation mobility : mean of correlations within same day of week
  
• average regional vs national difference in workplace mobility by weekday : bars indicate median, errorbars indicate 25%tile and 75%tile values
  
• Workplace mobility weekday variance
  
• Odds ratio of confirmation by age, for given sex over time : odds in preceeding ~3 months
  
• Odds ratio of confirmation by age, for given sex over time : odds in preceeding ~3 months
  
• Odds ratio of death:survival by age, for given sex over time : odds vs death in 21 days given confirmation in preceeding ~3 months
  
• Odds ratio of death:survival by age, for given sex over time : odds vs death in 21 days given confirmation in preceeding ~3 months
  
• odds ratio of being a severe case (vs not-severe active case) on a given week by age 重症者と重症ではない入院と要する人になっている週別のオッズ比 : shaded area represents 95% CI. 灰色背景は95%信頼空間を表す
  
• odds ratio of being a severe case (vs not-severe active case) on a given week by age : 重症者と重症ではない入院と要する人になっている週別のオッズ比
  
• Japan severe cases over time by age group
  
• Weekly antigen tests by type and institution : as stacked columns
  
• Weekly antigen tests by type and institution : as separate lines
  
• Weekly PCR test capacity used and unused by insitution. Last 12 weeks : 国内における新型コロナウイルスに係るPCR検査の使用と未使用の容量. 最近の12週間.
  
• Weekly PCR test capacity used and unused by insitution : 国内における新型コロナウイルスに係るPCR検査の使用と未使用の容量
  
• Daily PCR test capacity by insitution
  
• weekly tests by type
  
• fraction of tests using antigen testing : weekly values
  
• weekly tests : 国内における新型コロナウイルスに係るPCR検査の実施状況(結果判明週ベース)
  
• Tests PCR by type of institution : 国内における新型コロナウイルスに係るPCR検査の実施状況(結果判明日ベース)
  
• PCR Tests by type of institution (PCR検査判明数・検査機関別) : lines represent the 1 week daily average (線が1週間分の平均)
  
• Test PCR capacity utilization by type of institution : points are daily values, lines are weekly values
  
• weekly confirmed and death counts by age group
  
• death and survival@21 days of cases in last 3 months : case fatality odds (death:survival) @ 21days. shaded area represents 95% CI assuming deaths:survival as binomial
  
• death and survival@21 days of cases in last 3 months : case fatality rate @ 21days. shaded area represents 95% CI assuming deaths:survival as binomial
  
• death and survival@21 days of cases in last 3 months : case counts
  
• death and survival@21 days of cases in last 3 months : case counts
  
• Number of active cases as a fraction of designated hospital/care beds (対策病床の使用率) : Dashed horizontal lines represent 100% and 60% (the Osaka emergency threshold).
  
• Number of active cases and designated hospital/care beds : 入院要する者と対策病床.
  
• Number of active cases and designated hospital/care beds : 入院要する者と対策病床.
  
• Cumulative confirmed per 1M population by prefecture
  
• Cumulative dead per 1M population by prefecture
  
• Cumulative people tested per 1M population by prefecture
  
• Daily counts of confirmed by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Daily counts of dead by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Daily counts of confirmed per 1M population by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Daily counts of dead per 1M population by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Daily counts of people tested per 1M population by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Daily counts of people tested by prefecture : solid line indicates 1 week average (outliers dropped)
  
• Japan cumulative deaths by date and prefecture : white dashed line indicates log-linear fit
  
• Japan weekly deaths by date and prefecture
  
• Japan weekly deaths by date and prefecture
  
• MHLW-derived "pseudoprevalence": latest weekly confirmations per 1M pop * R (先週の（人口100万人当たりの）陽性判定数 * R) : error bars represent R 95% CI (白いエラーバーはRの95%の信頼空間を表す)
  
• paste("MHLW derived latest observed log", phantom()[{ paste("2") }], "R per todoufuken ", "(", "当道府県別、この１週間の間に観測されたlog", phantom()[{ paste("2") }], "R") : error bars represent 95% CI (白いエラーバーは95%の信頼空間を表す)
  
• Japan todoufuken by latest "testing-peril index"
  
• Japan todoufuken by "testing peril index"
  
• p-value of correlation (pearson) between different mobility groups and observed R : R estimated over confirmed announcement dates in 1 week windows
  
• Correlation (pearson) between different mobility groups and observed R : R estimated over confirmed announcement dates in 1 week windows
  
• Observed log(R) and log(mobility) : R of preceeding 7 day window of confirmed cases, shifted 12 days earlier
  
• Observed R and mobility : 1 week windows, date of symptoms as incidence, assuming serial interval mean=3.96 sd=2
  
• Weekly testing and confirmation sliced by todoufuken : ordered by population
  
• Japan todoufuken "testing peril index" (growth of confirmations to growth of testing & positivity slack) over time : todoufuken sorted by population
  
• Week over week growth of people confirmed and tests sliced by prefecture : from MHLW stats
  
• newly confirmed cases per person tested in Japan : MHLW aggregate
  
• People PCR tested in Japan (1 week average) : MHLW aggregate
  
• Animation of Japan weekly confirmed per population over time
  
• Animation of Japan observed log2(R) over time
  

Vaccination

• Japan cumulative vaccinations by date
  
• Japan vaccinations per date : separate tiers
  
• Japan vaccinations per date
  
• Japan facilities providing vaccinations
  
• growth in different paths to immunity : week over week (of 2-week deltas)
  
• People with some covid19 acquired immunity : confirmed infected or vaccined in last 6 months
  
• People with some covid19 acquired immunity : confirmed infected or vaccined in last 6 months
  
• 2 week growth in immunity : change cumulative confirmed infected or vaccined in last 2 week
  
• Proportional revisions to vaccine count history
  
• Proportional revisions to vaccine count history
  
• For each vaccination date X, the fraction of the highest reported count included in report from date Y
  
• For each vaccination date, the fraction of the highest reported count attained Y days after date X
  
• Revisions to vaccine count history : as a fraction of maximum reported count
  
• Revisions to vaccine count history
  
• correlation between dose1 and dose2 counts at different dosing intervals : points
  
• correlation between dose1 and dose2 counts at different dosing intervals : columns
  
• Fraction of people waiting for 2nd dose, assuming given dosing interval
  
• People waiting for 2nd dose, assuming given dosing interval
  
• Daily vaccine doses by maker, dose, and priority tier
  
• Predicted daily vaccinations by tier and dose
  
• Predicted cumulative total vaccination doses : shaded area represents 80% prediction interval
  
• Daily first vaccinations predictions by tier : shaded area represents 80% prediction interval
  
• Predicted daily total vaccination doses
  
• Population breakdown by vaccine doses : ワクチン接種状況　都道府県別
  
• Fraction of local population vaccinated : percent labels indicate fraction for whole dose group (ignoring tier)
  
• Fraction of local populated vaccinated
  
• Local population vaccinated : white in-bar labels indicate fraction for whole dose group (ignoring tier)
  
• used + unused vaccines shipped by prefecture and maker (接種済と未使用のワクチン累積供給量 都道府県とメーカー別) : doses per population (人口一人当たりの分)
  
• used + unused vaccines shipped by prefecture and maker (接種済と未使用のワクチン累積供給量 都道府県とメーカー別)
  
• used + unused vaccines shipped by prefecture and maker (接種済と未使用のワクチン累積供給量 都道府県とメーカー別) : fraction of doses shipped (接種率)
  
• Fraction of population targeted for each vaccine program : ワクチン制度グループ別の人口割合
  
• Population targeted for each vaccine program : ワクチン制度グループの人口
  
• Pfizer vaccine scarcity vs utilization : Pfizerワクチン競争率と使用率
  
• population per Pfizer vaccine dose shipped by prefecture : (Pfizerワクチン供給当たりの人口数)
  
• used + unused Pfizer vaccine doses shipped by prefecture : 接種済と未使用のPfizerワクチン累積供給量 都道府県別
  
• fraction of shipped Pfizer doses used + unused by prefecture : 接種済と未使用のPfizerワクチン累積供給量 都道府県別
  
• fraction of priority groups vaccinated in the last N months
  
• vaccinations by priority groups vaccinated in the last N months
  
• Japan weekly vaccinations per date
  

Predictions

• Google Covid19 forecast error in log2(weekly confirmed per 1M population) : error as 'prediction - observation'
  
• Google Covid19 forecast error in log2(R) : error as 'prediction - observation'
  
• Google Covid19 forecast log2(confirmed per 1M pop) vs ground-truth : colored by forecast date
  
• Google Covid19 forecast log2(confirmed per 1M pop) vs ground-truth : colored by forecast distance into future
  
• Google Covid19 forecast log2(R) vs ground-truth : thick white line indicates ground-truth. forecasts colored by forecast date
  
• paste("Sum of Google forecast errors in log", phantom()[{ paste("2") }], " confirmed cases per 1M population per forecast-day vs population")
  
• paste("Total Google forecast absolute error in log", phantom()[{ paste("2") }], " confirmed cases per 1M population per forecast-day")
  
• paste("Sum of Google forecast errors in log", phantom()[{ paste("2") }], " confirmed cases per 1M population per forecast-day")
  
• japan error underover
  
• Predicted confirmation 8 days later for all prefectures based on mobility, variants, and vaccination. 8日後に移動、ワクチン、変異を基づいた予測による人口当たりの陽性者数の差分。
  
• Changes in predicted log2 daily cases (1w mean) per 1M population : based on mobility, variants, and vaccination
  
• predicted growth & cases in Aichi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる愛知県における予測されたR
  
• predicted growth & cases in Akita based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる秋田県における予測されたR
  
• predicted growth & cases in Aomori based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる青森県における予測されたR
  
• predicted growth & cases in Chiba based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる千葉県における予測されたR
  
• predicted growth & cases in Ehime based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる愛媛県における予測されたR
  
• predicted growth & cases in Fukui based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福井県における予測されたR
  
• predicted growth & cases in Fukuoka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福岡県における予測されたR
  
• predicted growth & cases in Fukushima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福島県における予測されたR
  
• predicted growth & cases in Gifu based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岐阜県における予測されたR
  
• predicted growth & cases in Gunma based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる群馬県における予測されたR
  
• predicted growth & cases in Hiroshima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる広島県における予測されたR
  
• predicted growth & cases in Hokkaido based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる北海道における予測されたR
  
• predicted growth & cases in Hyogo based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる兵庫県における予測されたR
  
• predicted growth & cases in Ibaraki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる茨城県における予測されたR
  
• predicted growth & cases in Ishikawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる石川県における予測されたR
  
• predicted growth & cases in Iwate based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岩手県における予測されたR
  
• predicted growth & cases in Kagawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる香川県における予測されたR
  
• predicted growth & cases in Kagoshima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる鹿児島県における予測されたR
  
• predicted growth & cases in Kanagawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる神奈川県における予測されたR
  
• predicted growth & cases in Kochi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる高知県における予測されたR
  
• predicted growth & cases in Kumamoto based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる熊本県における予測されたR
  
• predicted growth & cases in Kyoto based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる京都府における予測されたR
  
• predicted growth & cases in Mie based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる三重県における予測されたR
  
• predicted growth & cases in Miyagi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる宮城県における予測されたR
  
• predicted growth & cases in Miyazaki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる宮崎県における予測されたR
  
• predicted growth & cases in Nagano based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる長野県における予測されたR
  
• predicted growth & cases in Nagasaki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる長崎県における予測されたR
  
• predicted growth & cases in Nara based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる奈良県における予測されたR
  
• predicted growth & cases in Niigata based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる新潟県における予測されたR
  
• predicted growth & cases in Oita based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる大分県における予測されたR
  
• predicted growth & cases in Okayama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岡山県における予測されたR
  
• predicted growth & cases in Okinawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる沖縄県における予測されたR
  
• predicted growth & cases in Osaka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる大阪府における予測されたR
  
• predicted growth & cases in Saga based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる佐賀県における予測されたR
  
• predicted growth & cases in Saitama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる埼玉県における予測されたR
  
• predicted growth & cases in Shiga based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる滋賀県における予測されたR
  
• predicted growth & cases in Shimane based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる島根県における予測されたR
  
• predicted growth & cases in Shizuoka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる静岡県における予測されたR
  
• predicted growth & cases in Tochigi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる栃木県における予測されたR
  
• predicted growth & cases in Tokushima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる徳島県における予測されたR
  
• predicted growth & cases in Tokyo based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる東京都における予測されたR
  
• predicted growth & cases in Tottori based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる鳥取県における予測されたR
  
• predicted growth & cases in Toyama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる富山県における予測されたR
  
• predicted growth & cases in Wakayama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる和歌山県における予測されたR
  
• predicted growth & cases in Yamagata based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山形県における予測されたR
  
• predicted growth & cases in Yamaguchi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山口県における予測されたR
  
• predicted growth & cases in Yamanashi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山梨県における予測されたR
  
• predicted growth & cases in Aichi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる愛知県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Akita based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる秋田県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Aomori based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる青森県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Chiba based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる千葉県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Ehime based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる愛媛県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Fukui based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福井県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Fukuoka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福岡県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Fukushima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる福島県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Gifu based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岐阜県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Gunma based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる群馬県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Hiroshima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる広島県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Hokkaido based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる北海道における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Hyogo based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる兵庫県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Ibaraki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる茨城県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Ishikawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる石川県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Iwate based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岩手県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kagawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる香川県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kagoshima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる鹿児島県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kanagawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる神奈川県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kochi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる高知県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kumamoto based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる熊本県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Kyoto based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる京都府における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Mie based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる三重県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Miyagi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる宮城県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Miyazaki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる宮崎県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Nagano based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる長野県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Nagasaki based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる長崎県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Nara based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる奈良県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Niigata based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる新潟県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Oita based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる大分県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Okayama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる岡山県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Okinawa based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる沖縄県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Osaka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる大阪府における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Saga based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる佐賀県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Saitama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる埼玉県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Shiga based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる滋賀県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Shimane based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる島根県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Shizuoka based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる静岡県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Tochigi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる栃木県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Tokushima based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる徳島県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Tokyo based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる東京都における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Tottori based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる鳥取県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Toyama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる富山県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Wakayama based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる和歌山県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Yamagata based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山形県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Yamaguchi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山口県における予測されたR : with signals : シグナル付き
  
• predicted growth & cases in Yamanashi based on mobility, variants, vaccination : 移動、ワクチン、変異、データによる山梨県における予測されたR : with signals : シグナル付き
  

Sweden

• average regional vs national difference in workplace mobility by weekday : bars indicate median, errorbars indicate 25%tile and 75%tile values
  
• Workplace mobility weekday variance
  

USA

• average regional vs national difference in workplace mobility by weekday : bars indicate median, errorbars indicate 25%tile and 75%tile values
  
• Workplace mobility weekday variance
  

World

• Case fatality rate over time for selected countries : average over 3 months. 'survival' at 21 days
  
• Google Global Mobility Report : by country
  
• Google Global Mobility Report : by place type
  
• average difference in workplace mobility by weekday : bars indicate median, errorbars indicate 25%tile and 75%tile values
  
• Workplace mobility weekday variance
  
• Mobility correlation p-value for different date offsets of R : R of preceeding 7 window
  
• Observed R and mobility : R of preceeding 7 day window of confirmed cases, shifted 12 days earlier
  
• R for select countries over last 3 months : moving 1 week window
  
• fraction of total deaths occuring in the last 8 weeks : by country
  
• Latest case fatality rate for selected countries : average over 3 months. 'survival' at 21 days
  
• Latest case fatality rates (choropleth) : average over 3 months. 'survival' at 21 days
  
• Correlation (pearson) p-value of mobility and observed R
  
• Correlation (pearson) of mobility and observed R