├── R ├── expr_helpers.R ├── plot_simul_aipw.R ├── plot_simul_design.R ├── real_opentable.R ├── simul_aipw.R ├── simul_design.R └── simul_weights.R ├── README.md ├── data └── opentable_us_misc.csv └── figs ├── opentable_schoenfeld.pdf ├── opentable_treatment.pdf ├── ripw_avg_weights.pdf ├── ripw_sample_weights.pdf ├── simul_aipw.pdf ├── simul_design_CTE_constant_bias.pdf ├── simul_design_CTE_uniform_bias.pdf ├── simul_design_PTA_constant_bias.pdf ├── summary_stats_1.pdf ├── summary_stats_2.pdf ├── unw_avg_weights.pdf └── unw_sample_weights.pdf /R/expr_helpers.R: -------------------------------------------------------------------------------- 1 | ################################################################## 2 | ####### 3 | ####### Helpers for similation studies in 4 | ####### Section 2.7, 5.1, & Appendix D 5 | ####### 6 | ################################################################## 7 | 8 | 9 | #' Generate staggered assignments for simulations (Section 5.1 and Appendix D) 10 | gen_treat <- function(n, T, prob){ 11 | if (is.vector(prob)){ 12 | tr <- sample(0:T, n, replace = TRUE, prob = prob) 13 | tr <- sapply(tr, function(x){ 14 | vec <- rep(0, T) 15 | if (x == 0) { 16 | return(vec) 17 | } else { 18 | vec[(T + 1 - x): T] <- 1 19 | return(vec) 20 | } 21 | }) 22 | tr <- t(tr) 23 | } else if (is.list(prob) && length(prob) == n){ 24 | tr <- sapply(1:n, function(i){ 25 | tmp <- sample(0:T, n, replace = TRUE, prob = prob[[i]]) 26 | as.integer(intToBits(tmp))[T:1] 27 | }) 28 | tr <- t(tr) 29 | } 30 | return(tr) 31 | } 32 | 33 | #' Generate E[Y(0)] for simulations (Section 5.1 and Appendix D) 34 | gen_EY0 <- function(n, T, 35 | sigma_unitfe = 1, 36 | sigma_timefe = 1, 37 | sigma_m = 0, 38 | nfac = 3, 39 | X = NULL){ 40 | unitfe <- center(rnorm(n)) * sigma_unitfe 41 | timefe <- center(rnorm(T)) * sigma_timefe 42 | fac1 <- matrix(runif(n * nfac), n) 43 | fac2 <- matrix(runif(T * nfac), T) 44 | if (!is.null(X)){ 45 | fac1 <- fac1 * (X == 1) 46 | fac2 <- fac2 * (X == 1) 47 | } 48 | Y0 <- fac1 %*% t(fac2) * sigma_m 49 | Y0 <- t(t(Y0 + unitfe) + timefe) 50 | return(Y0) 51 | } 52 | 53 | #' Generate individual treatment effects for simulations (Section 5.1 and Appendix D) 54 | gen_tau <- function(n, T, sigma_tau = 0, atype = "uniform"){ 55 | if (atype == "constant") { 56 | a <- rep(1, n) 57 | } else if (atype == "uniform") { 58 | a <- runif(n) 59 | } else if (atype == "gaussian") { 60 | a <- rnorm(n) 61 | } 62 | b <- t(center(rnorm(T))) 63 | tau_em <- a %*% b * sigma_tau 64 | tau <- matrix(tau_em, n, T) 65 | return(tau) 66 | } 67 | 68 | #' Cross fitting for generalized propensity scores for the simulation in Appendix D 69 | fit_gps_onefold <- function(tr, X, 70 | testtr = tr, Xtest = X){ 71 | xvals <- unique(X) 72 | int_treat <- rowSums(tr) + 1 73 | gps_est <- lapply(xvals, function(x){ 74 | table(int_treat[X == x]) / sum(X == x) 75 | }) 76 | test_int_treat <- rowSums(testtr) + 1 77 | n <- length(Xtest) 78 | gps <- rep(NA, n) 79 | for (i in 1:length(xvals)){ 80 | id <- Xtest == xvals[i] 81 | gps[id] <- gps_est[[i]][test_int_treat[id]] 82 | } 83 | return(gps) 84 | } 85 | 86 | fit_gps <- function(tr, X, cf = TRUE, nfolds = 10, 87 | foldid = NULL){ 88 | if (!cf || nfolds == 1){ 89 | gps <- fit_gps_onefold(tr, X) 90 | return(gps) 91 | } else{ 92 | n <- nrow(tr) 93 | if (is.null(foldid)){ 94 | foldid <- gen_cf_inds(n, nfolds) 95 | } 96 | gps <- rep(NA, n) 97 | for (i in 1:nfolds){ 98 | inds <- foldid[[i]] 99 | gps[inds] <- fit_gps_onefold(tr[-inds, , drop=FALSE], X[-inds], tr[inds, , drop = FALSE], X[inds]) 100 | } 101 | return(gps) 102 | } 103 | } 104 | 105 | #' Cross fitting for marginal propensity scores for the simulation in Appendix D 106 | fit_mps <- function(tr, X, cf = TRUE, nfolds = 10, 107 | foldid = NULL){ 108 | if (is.null(foldid)){ 109 | foldid <- gen_cf_inds(n, nfolds) 110 | } 111 | sapply(1:ncol(tr), function(j){ 112 | fit_gps(tr[, j, drop=FALSE], X, cf, nfolds, foldid) 113 | }) 114 | } 115 | 116 | #' Cross-fitting for simplified muhat estimators for the simulation in Appendix D 117 | fit_muhat_onefold <- function(Y, tr, X = NULL, 118 | Xtest = NULL, 119 | ntest = NULL, 120 | usefe = TRUE){ 121 | n <- nrow(Y) 122 | T <- ncol(Y) 123 | Y <- as.numeric(Y) 124 | tr <- as.numeric(tr) 125 | 126 | data <- data.frame(y = Y, tr = tr) 127 | data$unit <- as.factor(rep(1:n, T)) 128 | data$time <- as.factor(rep(1:T, each = n)) 129 | 130 | if (is.null(X)){ 131 | formula <- "y~tr|unit+time" 132 | } else { 133 | X <- do.call(Matrix::bdiag, lapply(1:T, function(t){X})) 134 | X <- X[, -1] 135 | if (!is.null(Xtest)){ 136 | ntest <- nrow(Xtest) 137 | Xtest <- do.call(Matrix::bdiag, lapply(1:T, function(t){Xtest})) 138 | Xtest <- Xtest[, -1] 139 | } 140 | 141 | xname <- paste0("x.T", 2:T) 142 | X <- as.data.frame(as.matrix(X)) 143 | names(X) <- xname 144 | data <- data.frame(data, X) 145 | 146 | formula <- paste(xname, collapse = "+") 147 | formula <- paste0("y~", formula) 148 | formula <- paste0(formula, "+tr|unit+time") 149 | } 150 | 151 | fit <- lfe::felm(as.formula(formula), data = data) 152 | coef <- coef(fit) 153 | tauhat <- coef["tr"] 154 | fe <- lfe::getfe(fit) 155 | unitfe <- fe$effect[1:n] 156 | timefe <- fe$effect[(1:T) + n] 157 | timefe <- timefe + mean(unitfe) 158 | unitfe <- unitfe - mean(unitfe) 159 | 160 | if (!is.null(X)){ 161 | coef_X <- coef[xname] 162 | if (is.null(Xtest)){ 163 | muhat0 <- as.matrix(X) %*% coef_X + rep(timefe, each = n) 164 | if (usefe){ 165 | muhat0 <- muhat0 + rep(unitfe, T) 166 | } 167 | } else { 168 | muhat0 <- Xtest %*% coef_X + rep(timefe, each = ntest) 169 | } 170 | } else { 171 | if (is.null(ntest)){ 172 | muhat0 <- rep(timefe, each = n) 173 | if (usefe){ 174 | muhat0 <- muhat0 + rep(unitfe, T) 175 | } 176 | } else { 177 | muhat0 <- rep(timefe, each = ntest) 178 | } 179 | } 180 | muhat1 <- muhat0 + tauhat 181 | 182 | return(list(muhat0 = muhat0, muhat1 = muhat1)) 183 | } 184 | 185 | fit_muhat <- function(Y, tr, X = NULL, 186 | cf = TRUE, nfolds = 10, 187 | foldid = NULL, usefe = TRUE){ 188 | n <- nrow(Y) 189 | T <- ncol(Y) 190 | 191 | if (!cf || nfolds == 1){ 192 | muhat <- fit_muhat_onefold(Y, tr, X, usefe = usefe) 193 | muhat$muhat0 <- matrix(muhat$muhat0, ncol = T) 194 | muhat$muhat1 <- matrix(muhat$muhat1, ncol = T) 195 | return(muhat) 196 | } else{ 197 | if (!is.null(X)){ 198 | X <- as.matrix(X) 199 | } 200 | if (is.null(foldid)){ 201 | foldid <- gen_cf_inds(n, nfolds) 202 | } 203 | muhat0 <- matrix(NA, n, T) 204 | muhat1 <- matrix(NA, n, T) 205 | for (i in 1:nfolds){ 206 | inds <- foldid[[i]] 207 | ntest <- length(inds) 208 | if (is.null(X)){ 209 | muhat <- fit_muhat_onefold( 210 | Y[-inds, ,drop=FALSE], 211 | tr[-inds, ,drop=FALSE], 212 | ntest = ntest, 213 | usefe = usefe) 214 | } else { 215 | muhat <- fit_muhat_onefold( 216 | Y[-inds, ,drop=FALSE], 217 | tr[-inds, ,drop=FALSE], 218 | X = X[-inds, ,drop=FALSE], 219 | Xtest = X[inds, ,drop=FALSE], 220 | ntest = ntest, 221 | usefe = usefe) 222 | } 223 | muhat0[inds, ] <- matrix(muhat$muhat0, ncol = T) 224 | muhat1[inds, ] <- matrix(muhat$muhat1, ncol = T) 225 | } 226 | return(list(muhat0 = muhat0, muhat1 = muhat1)) 227 | } 228 | } 229 | 230 | #' AIPW estimator for the simulation in Appendix D 231 | #' 232 | #' Inputs: 233 | #' Y: nXT matrix of observed outcomes 234 | #' tr: nXT matrix of treatment assignments 235 | #' mhat: nXT matrix of \hat{m}_{it} 236 | #' mps: nX1 vector of marginal propensity scores 237 | #' Output: 238 | #' tauhat: RIPW estimate 239 | #' se: standard error 240 | #' tstat: t statistic 241 | #' pval: p-value 242 | aipw <- function(Y, tr, muhat, mps){ 243 | n <- nrow(Y) 244 | T <- ncol(Y) 245 | if (!is.null(muhat$muhat1)){ 246 | muhat1 <- muhat$muhat1 247 | } else { 248 | muhat1 <- matrix(0, n, T) 249 | } 250 | if (!is.null(muhat$muhat0)){ 251 | muhat0 <- muhat$muhat0 252 | } else { 253 | muhat0 <- matrix(0, n, T) 254 | } 255 | Y1mod <- (Y - muhat1) * tr 256 | Y0mod <- (Y - muhat0) * (1 - tr) 257 | taumat <- (Y1mod - Y0mod) / mps + muhat1 - muhat0 258 | influence <- rowMeans(taumat) 259 | tauhat <- mean(influence) 260 | tau_se <- sd(influence) / sqrt(n) 261 | tstat <- tauhat / tau_se 262 | pval <- pnorm(abs(tstat), lower.tail = FALSE) * 2 263 | 264 | return(list(tauhat = tauhat, se = tau_se, 265 | tstat = tstat, pval = pval)) 266 | } 267 | 268 | #' Simplified RIPW estimator and confidence interval for the simulation in Appendix D 269 | #' 270 | #' Inputs: 271 | #' Y: nXT matrix of observed outcomes 272 | #' tr: nXT matrix of treatment assignments 273 | #' mhat: nXT matrix of \hat{m}_{it} 274 | #' Theta: RIPW weights 275 | #' Output: 276 | #' tauhat: RIPW estimate 277 | #' se: standard error 278 | #' tstat: t statistic 279 | #' pval: p-value 280 | ripw_simplified <- function(Y, tr, 281 | mhat = NULL, 282 | Theta = rep(1, nrow(Y))){ 283 | n <- nrow(Y) 284 | Ytd <- Y 285 | if (!is.null(mhat)){ 286 | Ytd <- Ytd - mhat 287 | } 288 | Theta <- Theta / mean(Theta) 289 | Ytd_c <- Ytd - rowMeans(Ytd) 290 | tr_c <- tr - rowMeans(tr) 291 | 292 | Gamma_w <- colMeans(Theta * tr_c) 293 | Gamma_y <- colMeans(Theta * Ytd_c) 294 | Gamma_ww <- mean(Theta * rowSums(tr_c^2)) 295 | Gamma_wy <- mean(Theta * rowSums(tr_c * Ytd_c)) 296 | denom <- Gamma_ww - sum(Gamma_w^2) 297 | numer <- Gamma_wy - sum(Gamma_w * Gamma_y) 298 | tauhat <- numer / denom 299 | 300 | Ytd_c <- Ytd_c - tr_c * tauhat 301 | V <- (Gamma_wy - tauhat * Gamma_ww + rowSums(tr_c * Ytd_c) - Ytd_c %*% Gamma_w - tr_c %*% (Gamma_y - Gamma_w * tauhat)) * Theta / denom 302 | tau_se <- sd(V) / sqrt(n) 303 | 304 | tstat <- tauhat / tau_se 305 | pval <- pnorm(abs(tstat), lower.tail = FALSE) * 2 306 | return(list(tauhat = tauhat, se = tau_se, 307 | tstat = tstat, pval = pval)) 308 | } 309 | 310 | #' Center rows and columns of vectors and matrices 311 | center <- function(dat){ 312 | if (is.vector(dat) || (is.matrix(dat) && ncol(dat) == 1)){ 313 | dat <- dat - mean(dat) 314 | } else if (is.matrix(dat)){ 315 | rowavg <- rowMeans(dat) 316 | dat <- dat - rowavg 317 | colavg <- colMeans(dat) 318 | dat <- t(t(dat) - colavg) 319 | } else { 320 | stop("dat must be a vector or a matrix") 321 | } 322 | return(dat) 323 | } 324 | 325 | #' Generate indices for cross-fitting 326 | gen_cf_inds <- function(n, nfolds){ 327 | tmp_inds <- sample(1:n, n) 328 | foldid <- quantile(1:n, probs = 0:nfolds / nfolds, type = 1) 329 | foldid[1] <- 0 330 | foldid <- lapply(1:nfolds, function(i){ 331 | sort(tmp_inds[(foldid[i]+1):foldid[i+1]]) 332 | }) 333 | return(foldid) 334 | } 335 | -------------------------------------------------------------------------------- /R/plot_simul_aipw.R: -------------------------------------------------------------------------------- 1 | ################################################################ 2 | ####### 3 | ####### Plots in Appendix D 4 | ####### 5 | ################################################################ 6 | 7 | library("tidyverse") 8 | 9 | load("../data/simul_aipw.RData") 10 | plot <- results %>% 11 | filter(method != "IPW") %>% 12 | mutate(method = factor(method, levels = c("UNW", "AIPW_fe", "AIPW_nfe", "AIPW_nfe_cf", "RIPW"), 13 | labels = c("Unweighted", "AIPW (w/ FE)", "AIPW (w/o FE)", "AIPW+CF (w/o FE)", "RIPW"))) %>% 14 | mutate(out = factor(out, levels = c(TRUE, FALSE), 15 | labels = c("Correct Outcome Model", "Wrong Outcome Model")), 16 | treat = factor(treat, levels = c(TRUE, FALSE), 17 | labels = c("Correct Treatment Model", "Wrong Treatment Model"))) %>% 18 | ggplot(aes(x = method, y = est)) + 19 | geom_boxplot() + 20 | labs(x = "Method", y = "Estimates") + 21 | geom_hline(yintercept = 0, color = "red") + 22 | facet_grid(out ~ treat) + 23 | theme_bw() + 24 | theme(panel.grid = element_blank(), 25 | text = element_text(size = 20), 26 | axis.text = element_text(size = 10)) 27 | filename <- paste0("../figs/simul_aipw.pdf") 28 | ggsave(file = filename, plot, width = 12, height = 6) 29 | -------------------------------------------------------------------------------- /R/plot_simul_design.R: -------------------------------------------------------------------------------- 1 | ################################################################ 2 | ####### 3 | ####### Plots in Section 5.1 4 | ####### 5 | ################################################################ 6 | 7 | library("tidyverse") 8 | 9 | load("../data/simul_design.RData") 10 | exprs <- expand.grid(vtype = c("CTE", "PTA"), 11 | atype = c("constant", "uniform")) 12 | exprs <- exprs[1:3, ] 13 | 14 | for (k in 1:nrow(exprs)){ 15 | plot <- results %>% 16 | filter(vtype == exprs$vtype[k], 17 | atype == exprs$atype[k]) %>% 18 | mutate(method = factor(method, levels = c("UNW", "IPW", "RIPW"), 19 | labels = c("Unweighted", "IPW", "RIPW"))) %>% 20 | ggplot(aes(x = method, y = est)) + 21 | geom_boxplot() + 22 | labs(x = "Method", y = "Estimates") + 23 | geom_hline(yintercept = 0, color = "red") + 24 | theme_bw() + 25 | theme(panel.grid = element_blank(), 26 | text = element_text(size = 20)) 27 | filename <- paste0("../figs/simul_design_", exprs$vtype[k], "_", exprs$atype[k], "_bias.pdf") 28 | ggsave(file = filename, plot, width = 6, height = 5) 29 | } 30 | 31 | results %>% group_by(vtype, atype, method) %>% 32 | summarize(coverage = mean(pval >= 0.05)) 33 | -------------------------------------------------------------------------------- /R/real_opentable.R: -------------------------------------------------------------------------------- 1 | library("ripw") 2 | library("tidyverse") 3 | library("survival") 4 | library("lfe") 5 | library("survminer") 6 | library("panelView") 7 | 8 | ## Preprocess data 9 | data_full <- read.csv("../data/opentable_us_misc.csv") %>% 10 | filter(state.name != "District of Columbia") %>% 11 | select(state.name, date, 12 | reserv.diff,death, confirmed, Population, 13 | Neighbor_soe.status, Neighbor_tot, 14 | soe.status, BEDS, dem_to_rep_ratio) %>% 15 | rename(treat = soe.status, 16 | state = state.name, 17 | vote = dem_to_rep_ratio) %>% 18 | mutate(date = as.Date(date), 19 | confirmed = log(confirmed + 1), 20 | beds = log(BEDS)) %>% 21 | select(-contains("Neighbor")) %>% 22 | left_join(data.frame(state = state.name, region = state.region), 23 | by = "state") %>% 24 | na.omit() 25 | 26 | start_date <- as.Date("2020-02-29") 27 | end_date <- as.Date("2020-03-13") 28 | T <- as.integer(end_date - start_date) + 1 29 | data <- data_full %>% 30 | mutate(time = date - start_date) %>% 31 | filter(date >= start_date & date <= end_date) 32 | nstates <- length(unique(data$state)) 33 | states <- unique(data$state) 34 | 35 | ## Summary of the variables 36 | plot <- data %>% group_by(date) %>% 37 | summarize(avg_reserve_diff = mean(reserv.diff), 38 | avg_confirmed = mean(exp(confirmed) - 1)) %>% 39 | gather("measure", "value", -date) %>% 40 | mutate(date = as.integer(date), 41 | date = date - as.integer(start_date) + 1) %>% 42 | mutate(measure = recode(measure, 43 | avg_confirmed = "Average Confirmed Cases", 44 | avg_reserve_diff = "Average Reservation Difference (in %)")) %>% 45 | ggplot(aes(x = date, y = value)) + 46 | geom_line() + 47 | facet_wrap(measure ~ ., scales = "free_y", nrow = 2) + 48 | theme_bw() + 49 | scale_x_continuous(expand = c(0, 0.2), 50 | breaks = 1:14, 51 | labels = format( 52 | as.Date(start_date:end_date, origin = "1970-01-01"), 53 | format = "%m/%d")) + 54 | xlab("Date") + ylab("") 55 | ggsave(filename = "../figs/summary_stats_1.pdf", plot, width = 6.5, height = 4.5) 56 | 57 | plot <- data %>% group_by(state) %>% 58 | summarize(beds = mean(beds), 59 | vote = mean(vote)) %>% 60 | gather("measure", "value", -state) %>% 61 | mutate(measure = recode(measure, 62 | beds = "Number of Hospital Beds", 63 | vote = "Vote Share of Democrats (2016 Presidential Election)")) %>% 64 | ggplot(aes(x = value)) + 65 | geom_histogram(bins = 10) + 66 | facet_wrap(measure ~ ., scales = "free_x", nrow = 2) + 67 | theme_bw() + 68 | xlab("") + ylab("Count") 69 | ggsave(filename = "../figs/summary_stats_2.pdf", plot, width = 6.5, height = 4.5) 70 | 71 | 72 | #### Unweighted two-way estimator 73 | ## Center all covariates 74 | data_reg <- data %>% 75 | group_by(state) %>% 76 | mutate(confirmed = scale(confirmed, scale = F)) %>% 77 | ungroup %>% 78 | group_by(time) %>% 79 | mutate(confirmed = scale(confirmed, scale = F)) %>% 80 | ungroup %>% 81 | mutate(confirmed = confirmed - mean(confirmed)) %>% 82 | mutate(vote = vote - mean(vote), 83 | beds = beds - mean(beds)) %>% 84 | mutate(Northeast = (region == "Northeast"), 85 | South = (region == "South"), 86 | West = (region == "West"), 87 | NorthCentral = (region == "North Central")) %>% 88 | mutate(Northeast = Northeast - mean(Northeast), 89 | South = South - mean(South), 90 | West = West - mean(West), 91 | NorthCentral = NorthCentral - mean(NorthCentral)) 92 | obj_unw <- felm(reserv.diff ~ treat + confirmed + treat:confirmed + treat:vote + treat:beds + treat:NorthCentral + treat:South + treat:West | factor(state) + factor(time) | 0 | 0, 93 | data = data_reg, 94 | exactDOF = TRUE, 95 | cmethod = "reghdfe") 96 | unw_tauhat <- obj_unw$coefficients[1] 97 | unw_se <- summary(obj_unw)$coefficients[1,2] 98 | unw_pval <- 2 * pnorm(abs(unw_tauhat / unw_se), lower.tail = FALSE) 99 | res_unw <- data.frame( 100 | unw_tauhat = unw_tauhat, unw_se = unw_se, unw_pval = unw_pval) 101 | print(res_unw) 102 | 103 | obj_unw0 <- felm(reserv.diff ~ treat + confirmed + treat:confirmed + treat:vote + treat:beds | factor(state) + factor(time) | 0 | 0, 104 | data = data_reg, 105 | exactDOF = TRUE, 106 | cmethod = "reghdfe") 107 | 108 | ## Test the joint significance of main terms 109 | summary(obj_unw) 110 | summary(obj_unw0) 111 | 112 | ## Plot the treatment paths 113 | state_name_abb <- data.frame(state = state.name, abb = state.abb) 114 | plot <- data %>% 115 | mutate(date = as.integer(date) - as.integer(start_date) + 1) %>% 116 | left_join(state_name_abb, by = "state") %>% 117 | panelview(1 ~ treat, index = c("abb", "date")) + 118 | scale_x_continuous(expand = c(0, 0), 119 | breaks = 1:14, 120 | labels = format( 121 | as.Date(start_date:end_date, origin = "1970-01-01"), 122 | format = "%m/%d")) + 123 | xlab("Date") + ylab("State") + 124 | theme(legend.position = "none") 125 | ggsave(filename = "../figs/opentable_treatment.pdf", plot, width = 8, height = 5.5) 126 | 127 | ## Show the cox-model results w/o cross-fitting 128 | survdata <- list() 129 | for (i in 1:length(states)){ 130 | tmpdata <- data %>% 131 | filter(state == states[i]) %>% 132 | select(treat, time, confirmed, beds, vote, region) 133 | inds <- which(tmpdata$treat > 0) 134 | if (length(inds) > 0){ 135 | ind <- min(inds) 136 | tmpdata <- tmpdata[1:ind, ] %>% 137 | mutate(time1 = time - 1, 138 | time2 = time) %>% 139 | mutate(status = 0, 140 | id = i) 141 | tmpdata$status[length(tmpdata$status)] <- 1 142 | } else { 143 | tmpdata <- tmpdata %>% 144 | mutate(time1 = time - 1, 145 | time2 = time) %>% 146 | mutate(status = 0, 147 | id = i) 148 | } 149 | survdata[[i]] <- tmpdata 150 | } 151 | survdata <- do.call(rbind, survdata) %>% 152 | mutate(time1 = as.numeric(time1), 153 | time2 = as.numeric(time2), 154 | time = as.numeric(time)) %>% 155 | select(confirmed, beds, vote, region, time, time1, time2, status, id) 156 | fit <- coxph(Surv(time1, time2, status) ~ confirmed + vote + beds + region, data = survdata) 157 | fit0 <- coxph(Surv(time1, time2, status) ~ confirmed + vote + beds, data = survdata) 158 | summary(fit) 159 | summary(fit0) 160 | 161 | ## test for proportional hazard assumption 162 | test <- cox.zph(fit) 163 | pdf("../figs/opentable_schoenfeld.pdf", width = 9, height = 9) 164 | ggcoxzph(test) 165 | dev.off() 166 | 167 | ## Generate the outcomes and treatment assignments 168 | Y <- data %>% select(state, time, reserv.diff) %>% 169 | spread(time, reserv.diff) %>% 170 | select(-state) %>% 171 | as.matrix 172 | tr <- data %>% select(state, time, treat) %>% 173 | spread(time, treat) %>% 174 | select(-state) %>% 175 | as.matrix 176 | 177 | 178 | ## Construct covariate matrices 179 | X_vote <- data$vote %>% 180 | matrix(nrow = T) %>% t %>% .[, 1] 181 | X_beds <- data$beds %>% 182 | matrix(nrow = T) %>% t %>% .[, 1] 183 | X_region <- data$region %>% 184 | matrix(nrow = T) %>% t %>% .[, 1] %>% 185 | data.frame(region = .) %>% 186 | model.matrix(~0+region, data = .) %>% 187 | .[, -1] %>% as.matrix 188 | X_ti <- cbind(vote = X_vote, beds = X_beds, X_region) 189 | X_confirmed <- data$confirmed %>% 190 | matrix(nrow = T) %>% t 191 | X_tv <- lapply(1:T, function(t){ 192 | tmp <- as.matrix(X_confirmed[, t]) 193 | colnames(tmp) <- "confirmed" 194 | tmp 195 | }) 196 | 197 | ## Settings 198 | pihat_other_vars <- colnames(X_ti) 199 | muhat_other_vars <- colnames(X_ti) 200 | 201 | ## Derandomized cross-fitting 202 | set.seed(2023) 203 | nfolds <- 10 204 | nreps <- 10000 205 | 206 | pihat_params <- list(X_tv = X_tv, 207 | X_ti = X_ti, 208 | tic = c("confirmed", pihat_other_vars)) 209 | muhat_params <- list(X_tv = X_tv, 210 | X_ti = X_ti, 211 | main_tic = "confirmed", 212 | int_tic = c("confirmed", pihat_other_vars), 213 | joint = TRUE) 214 | res <- ripw_twfe(Y, tr, 215 | pihat_fun = pihat_cox, 216 | muhat_fun = muhat_twfe, 217 | pihat_params = pihat_params, 218 | muhat_params = muhat_params, 219 | nreps = nreps, 220 | nfolds = nfolds) 221 | print(res) 222 | 223 | -------------------------------------------------------------------------------- /R/simul_aipw.R: -------------------------------------------------------------------------------- 1 | ################################################################ 2 | ####### 3 | ####### Similation study in Appendix D 4 | ####### 5 | ################################################################ 6 | 7 | library("ripw") 8 | source("expr_helpers.R") 9 | 10 | #### Simulation setup 11 | set.seed(20210701) 12 | nreps <- 100 13 | n <- 1000 14 | T <- 4 15 | 16 | ## Parameters 17 | sigma <- 1 # Var(\eps_{it}) 18 | sigma_X <- 1 # Var(m_{it}) 19 | sigma_tau <- 0 # Var(\tau_{it}) 20 | disX <- c(0.7, 0.3) # (P(X = 1), P(X = 2)) 21 | Xcoef <- c(0, 1, 2, 3) # the effect of covariates on Y_{it}(0) is X_i Xcoef_t 22 | nfolds <- 10 # number of folds for cross-fitting 23 | trprob1 <- c(0.8, 0.05, 0.05, 0.05, 0.05) # treatment probabilities when X = 1 24 | trprob2 <- c(0.1, 0.1, 0.2, 0.3, 0.3) # treatment probabilities when X = 2 25 | 26 | ## Generate tau 27 | tau <- gen_tau(n, T, sigma_tau = sigma_tau) 28 | tau <- tau - mean(tau) 29 | 30 | ## Generate X 31 | X <- sample(1:2, size = n, replace = TRUE, prob = disX) 32 | X <- sort(X) 33 | n1 <- sum(X == 1) 34 | n2 <- sum(X == 2) 35 | 36 | ## Generate U 37 | U <- sample(1:10, size = n, replace = TRUE) 38 | U <- sort(U) 39 | 40 | ## Generate unit fixed effects 41 | unitfe <- U * 0.5 42 | 43 | ## Generate E[Y(0)] 44 | EY0 <- gen_EY0(n, T) + unitfe 45 | EY0X <- center(X %*% t(Xcoef) * sigma_X) 46 | EY0 <- EY0 + EY0X 47 | 48 | #### Compute UNW, RIPW, and three versions of AIPW estimators 49 | res <- list() 50 | for (i in 1:nreps) { 51 | eps <- matrix(rnorm(n * T), n, T) * sigma 52 | treat1 <- gen_treat(n1, T, prob = trprob1) 53 | treat2 <- gen_treat(n2, T, prob = trprob2) 54 | treat <- rbind(treat1, treat2) 55 | Y <- EY0 + treat * tau + eps 56 | int_treat <- rowSums(treat) + 1 57 | 58 | ## Generate folds 59 | foldid <- gen_cf_inds(n, nfolds) 60 | 61 | ## Correct treatment model for UNW and RIPW 62 | gps_correct <- fit_gps(treat, X, foldid = foldid) 63 | 64 | ## Wrong treatment model for UNW and RIPW 65 | gps_wrong <- fit_gps(treat, rep(1, n), foldid = foldid) 66 | 67 | ## Correct outcome model for UNW and RIPW 68 | X_ti <- as.matrix(X) 69 | colnames(X_ti) <- "x" 70 | muhat_correct <- muhat_twfe(Y, treat, 71 | X_ti = X_ti, main_tvc = "x", 72 | joint = TRUE, 73 | foldid = foldid) 74 | 75 | ## Wrong outcome model for UNW and RIPW 76 | muhat_wrong <- NULL 77 | 78 | ## Correct treatment model for AIPW 79 | mps_correct <- fit_mps(treat, X, foldid = foldid) 80 | 81 | ## Wrong treatment model for AIPW 82 | mps_wrong <- fit_mps(treat, rep(1, n), foldid = foldid) 83 | 84 | ## Correct outcome model for AIPW with fitted fe w/o cross-fitting 85 | muhat_AIPW_correct_fe <- fit_muhat(Y, treat, X, 86 | cf = FALSE, 87 | usefe = TRUE) 88 | 89 | ## Correct outcome model for AIPW without fitted fe w/o cross-fitting 90 | muhat_AIPW_correct_nfe <- fit_muhat(Y, treat, X, 91 | cf = FALSE, 92 | usefe = FALSE) 93 | 94 | ## Correct outcome model for AIPW without fitted fe w/ cross-fitting 95 | muhat_AIPW_correct_nfe_cf <- fit_muhat(Y, treat, X, 96 | cf = TRUE, 97 | usefe = FALSE, 98 | foldid = foldid) 99 | 100 | ## Wrong outcome model for AIPW with fitted fe w/o cross-fitting 101 | muhat_AIPW_wrong_fe <- fit_muhat(Y, treat, X = NULL, 102 | cf = FALSE, 103 | usefe = TRUE) 104 | 105 | ## Wrong outcome model for AIPW without fitted fe w/o cross-fitting 106 | muhat_AIPW_wrong_nfe <- fit_muhat(Y, treat, X = NULL, 107 | cf = FALSE, 108 | usefe = FALSE) 109 | 110 | ## Wrong outcome model for AIPW without fitted fe w/ cross-fitting 111 | muhat_AIPW_wrong_nfe_cf <- fit_muhat(Y, treat, X = NULL, 112 | cf = TRUE, 113 | usefe = FALSE, 114 | foldid = foldid) 115 | 116 | 117 | ## Reshaped functions 118 | Pi_IPW <- rep(0.2, 5) 119 | Pi_RIPW <- c(5, 2, 2, 2, 5) / 16 120 | 121 | exprs <- expand.grid(out = c(TRUE, FALSE), 122 | treat = c(TRUE, FALSE)) 123 | results <- list() 124 | for (k in 1:nrow(exprs)){ 125 | out_model <- exprs$out[k] 126 | treat_model <- exprs$treat[k] 127 | if (out_model){ 128 | muhat <- muhat_correct 129 | muhat_AIPW_fe <- muhat_AIPW_correct_fe 130 | muhat_AIPW_nfe <- muhat_AIPW_correct_nfe 131 | muhat_AIPW_nfe_cf <- muhat_AIPW_correct_nfe_cf 132 | } else { 133 | muhat <- muhat_wrong 134 | muhat_AIPW_fe <- muhat_AIPW_wrong_fe 135 | muhat_AIPW_nfe <- muhat_AIPW_wrong_nfe 136 | muhat_AIPW_nfe_cf <- muhat_AIPW_wrong_nfe_cf 137 | } 138 | if (treat_model){ 139 | gps <- gps_correct 140 | mps <- mps_correct 141 | } else { 142 | gps <- gps_wrong 143 | mps <- mps_wrong 144 | } 145 | 146 | Theta_UNW <- rep(1, n) 147 | Theta_IPW <- Pi_IPW[int_treat] / gps 148 | Theta_RIPW <- Pi_RIPW[int_treat] / gps 149 | 150 | est_IPW <- ripw_simplified(Y, treat, muhat$muhat0, Theta_IPW) 151 | est_RIPW <- ripw_simplified(Y, treat, muhat$muhat0, Theta_RIPW) 152 | est_UNW <- ripw_simplified(Y, treat, muhat$muhat0, Theta_UNW) 153 | est_AIPW_fe <- aipw(Y, treat, muhat_AIPW_fe, mps) 154 | est_AIPW_nfe <- aipw(Y, treat, muhat_AIPW_nfe, mps) 155 | est_AIPW_nfe_cf <- aipw(Y, treat, muhat_AIPW_nfe_cf, mps) 156 | results[[k]] <- data.frame( 157 | method = c("IPW", "RIPW", "UNW", "AIPW_fe", "AIPW_nfe", "AIPW_nfe_cf"), 158 | est = c(est_IPW$tauhat, est_RIPW$tauhat, 159 | est_UNW$tauhat, est_AIPW_fe$tauhat, 160 | est_AIPW_nfe$tauhat, est_AIPW_nfe_cf$tauhat), 161 | pval = c(est_IPW$pval, est_RIPW$pval, 162 | est_UNW$pval, est_AIPW_fe$pval, 163 | est_AIPW_nfe$pval, est_AIPW_nfe_cf$pval), 164 | se = c(est_IPW$se, est_RIPW$se, 165 | est_UNW$se, est_AIPW_fe$se, 166 | est_AIPW_nfe$se, est_AIPW_nfe_cf$se), 167 | out = out_model, 168 | treat = treat_model) 169 | } 170 | res[[i]] <- do.call(rbind, results) 171 | if (i %% 10 == 0) { 172 | print(i) 173 | } 174 | } 175 | 176 | results <- do.call(rbind, res) 177 | save(file = "../data/simul_aipw.RData", results) 178 | -------------------------------------------------------------------------------- /R/simul_design.R: -------------------------------------------------------------------------------- 1 | ################################################################ 2 | ####### 3 | ####### Similation study in Section 5.1 4 | ####### 5 | ################################################################ 6 | 7 | source("expr_helpers.R") 8 | 9 | # Simulation setup 10 | set.seed(20210701) 11 | nreps <- 10000 12 | n <- 1000 13 | T <- 4 14 | 15 | ## Parameters 16 | sigma <- 1 # Var(\eps_{it}) 17 | disX <- c(0.7, 0.3) # (P(X = 1), P(X = 2)) 18 | Xcoef <- c(0, 1, 2, 3) # the effect of covariates on Y_{it}(0) is X_i Xcoef_t 19 | trprob1 <- c(0.8, 0.05, 0.05, 0.05, 0.05) # treatment probabilities when X = 1 20 | trprob2 <- c(0.1, 0.1, 0.2, 0.3, 0.3) # treatment probabilities when X = 2 21 | 22 | exprs <- expand.grid(vtype = c("CTE", "PTA"), 23 | atype = c("constant", "uniform")) 24 | exprs <- exprs[1:3, ] 25 | 26 | res <- list() 27 | for (k in 1:nrow(exprs)){ 28 | atype <- exprs$atype[k] # type of violation 29 | vtype <- exprs$vtype[k] # type of a_i's 30 | if (vtype == "CTE"){ 31 | sigma_X <- 0 # Var(m_{it}) 32 | sigma_tau <- 1 # Var(\tau_{it}) 33 | } else if (vtype == "PTA"){ 34 | sigma_X <- 1 # Var(m_{it}) 35 | sigma_tau <- 0 # Var(\tau_{it}) 36 | } 37 | results <- data.frame(methods = NULL, est = NULL) 38 | 39 | ## Generate tau 40 | tau <- gen_tau(n, T, sigma_tau = sigma_tau, atype = atype) 41 | tau <- tau - mean(tau) 42 | 43 | ## Generate X 44 | X <- sample(1:2, size = n, replace = TRUE, prob = disX) 45 | X <- sort(X) 46 | n1 <- sum(X == 1) 47 | n2 <- sum(X == 2) 48 | X <- do.call(cbind, lapply(1:T, function(j){X})) 49 | 50 | ## Generate U 51 | U <- sample(1:10, size = n, replace = TRUE) 52 | U <- sort(U) 53 | 54 | ## Generate unit fixed effects 55 | unitfe <- U * 0.5 56 | 57 | ## Generate E[Y(0)] 58 | EY0 <- gen_EY0(n, T, 0, 1) + unitfe 59 | EY0X <- center(t(t(X) * Xcoef * sigma_X)) 60 | EY0 <- EY0 + EY0X 61 | 62 | #### Compute UNW, IPW, and RIPW estimators 63 | for (i in 1:nreps) { 64 | eps <- matrix(rnorm(n * T), n, T) * sigma 65 | treat1 <- gen_treat(n1, T, prob = trprob1) 66 | treat2 <- gen_treat(n2, T, prob = trprob2) 67 | treat <- rbind(treat1, treat2) 68 | Y <- EY0 + treat * tau + eps 69 | 70 | int_treat <- rowSums(treat) + 1 71 | gps <- c(trprob1[int_treat[1:n1]], trprob2[int_treat[n1+1:n2]]) 72 | Pi_IPW <- rep(0.2, 5) 73 | Theta_IPW <- Pi_IPW[int_treat] / gps 74 | Pi_RIPW <- c(5, 2, 2, 2, 5) / 16 75 | Theta_RIPW <- Pi_RIPW[int_treat] / gps 76 | 77 | df <- data.frame(method = c("IPW", "RIPW", "UNW")) 78 | est_IPW <- ripw_simplified(Y, treat, NULL, Theta_IPW) 79 | est_RIPW <- ripw_simplified(Y, treat, NULL, Theta_RIPW) 80 | est_UNW <- ripw_simplified(Y, treat, NULL, Theta = rep(1, nrow(Y))) 81 | 82 | df$est <- c(est_IPW$tauhat, est_RIPW$tauhat, est_UNW$tauhat) 83 | df$pval <- c(est_IPW$pval, est_RIPW$pval, est_UNW$pval) 84 | results <- rbind(results, df) 85 | if (i %% 100 == 0) { 86 | print(i) 87 | } 88 | } 89 | 90 | results$vtype <- vtype 91 | results$atype <- atype 92 | res[[k]] <- results 93 | } 94 | 95 | results <- do.call(rbind, res) 96 | save(file = "../data/simul_design.RData", results) 97 | -------------------------------------------------------------------------------- /R/simul_weights.R: -------------------------------------------------------------------------------- 1 | ################################################################ 2 | ####### 3 | ####### Similation study and plots in Section 2.7 4 | ####### 5 | ################################################################ 6 | 7 | library("tidyverse") 8 | library("hrbrthemes") 9 | library("latex2exp") 10 | source("expr_helpers.R") 11 | 12 | #' Treatment effect weights for weighted twfe regression 13 | #' Inputs: 14 | #' tr: a matrix of treatment assignments 15 | #' Theta: a vector of regression weights 16 | #' Output: 17 | #' wt: a matrix of weights with wt[i,t] being the weight 18 | #' for Y_{it}(1) - Y_{it}(0) 19 | wls_fe_weights <- function(tr, Theta){ 20 | n <- nrow(tr) 21 | Theta <- Theta / mean(Theta) 22 | tr_c <- tr - rowMeans(tr) 23 | Gamma_w <- colMeans(Theta * tr_c) 24 | Gamma_ww <- mean(Theta * rowSums(tr_c^2)) 25 | denom <- Gamma_ww - sum(Gamma_w^2) 26 | wt <- tr_c * tr - t(t(tr) * Gamma_w) 27 | wt <- wt * Theta / denom 28 | return(wt) 29 | } 30 | 31 | #### Simulation setup 32 | set.seed(20210701) 33 | nreps <- 1000000 34 | n <- 100 35 | T <- 4 36 | 37 | ## Parameters 38 | sigma <- 1 # Var(\eps_{it}) 39 | sigma_itr <- 0 # Var(m_{it}) 40 | sigma_hte <- 1 # Var(\tau_{it}) 41 | disX <- c(0.7, 0.3) # (P(X = 1), P(X = 2)) 42 | trprob1 <- trprob2 <- c(0.1, 0.2, 0.3, 0.3, 0.1) 43 | Pi1 <- c(5, 2, 2, 2, 5) / 16 # reshaped function 44 | 45 | ## Generate X 46 | X <- sample(1:2, size = n, replace = TRUE, prob = disX) 47 | X <- sort(X) 48 | n1 <- sum(X == 1) 49 | n2 <- sum(X == 2) 50 | 51 | #### Compute weights for the unweighted estimator 52 | ## Weights in three realizations 53 | wt_list <- list() 54 | for (i in 1:3){ 55 | treat1 <- gen_treat(n1, T, prob = trprob1) 56 | treat2 <- gen_treat(n2, T, prob = trprob2) 57 | treat <- rbind(treat1, treat2) 58 | Theta <- rep(1, n) 59 | wt <- wls_fe_weights(treat, Theta) 60 | wt_list[[i]] <- data.frame(sample = paste("#", i), 61 | wt = as.numeric(wt) * T) 62 | } 63 | wt_sample_unw <- do.call(rbind, wt_list) 64 | 65 | plot_sample_unw <- wt_sample_unw %>% 66 | ggplot(aes(x = wt, fill = sample, color = sample)) + 67 | geom_density(alpha = 0.25) + 68 | geom_vline(xintercept = 0, linetype = "longdash") + 69 | scale_x_continuous(expand = c(0, 0, 0, 0)) + 70 | scale_y_continuous(expand = c(0, 0, 0.1, 0)) + 71 | xlab("Weights") + 72 | ylab("Density") + 73 | xlim(c(-5, 10)) + 74 | theme_bw() + 75 | theme(panel.grid = element_blank(), 76 | text = element_text(size = 15)) 77 | ggsave("../figs/unw_sample_weights.pdf", plot_sample_unw, 78 | width = 5, height = 4) 79 | 80 | ## Average weights over nreps realizations 81 | wt_avg_unw <- matrix(rep(0, n * T), n, T) 82 | for (i in 1:nreps){ 83 | treat1 <- gen_treat(n1, T, prob = trprob1) 84 | treat2 <- gen_treat(n2, T, prob = trprob2) 85 | treat <- rbind(treat1, treat2) 86 | Theta <- rep(1, n) 87 | wt_avg_unw <- wt_avg_unw + wls_fe_weights(treat, Theta) 88 | } 89 | wt_avg_unw <- data.frame(wt = as.numeric(wt_avg_unw) / nreps * T) 90 | 91 | plot_avg_unw <- wt_avg_unw %>% 92 | ggplot(aes(x = wt)) + 93 | geom_density(alpha = 0.25, fill = "gray") + 94 | geom_vline(xintercept = 0, linetype = "longdash") + 95 | scale_x_continuous(expand = c(0, 0, 0, 0)) + 96 | scale_y_continuous(expand = c(0, 0, 0.1, 0)) + 97 | xlab("Weights") + 98 | ylab("Density") + 99 | xlim(c(-1, 3)) + 100 | theme_bw() + 101 | theme(panel.grid = element_blank(), 102 | text = element_text(size = 15)) 103 | ggsave("../figs/unw_avg_weights.pdf", plot_avg_unw, 104 | width = 5, height = 4) 105 | 106 | #### Compute weights for the RIPW estimator 107 | ## Weights in three realizations 108 | wt_list <- list() 109 | for (i in 1:3){ 110 | treat1 <- gen_treat(n1, T, prob = trprob1) 111 | treat2 <- gen_treat(n2, T, prob = trprob2) 112 | treat <- rbind(treat1, treat2) 113 | int_treat <- treat[, 1] + treat[, 2] + treat[, 3] + treat[, 4] 114 | est_gps <- table(factor(int_treat, levels = 0:4)) / n 115 | est_gps <- as.numeric(est_gps) 116 | Theta <- Pi1[int_treat + 1] / est_gps[int_treat + 1] 117 | wt <- wls_fe_weights(treat, Theta) 118 | wt_list[[i]] <- data.frame(sample = paste("#", i), 119 | wt = as.numeric(wt) * T) 120 | } 121 | wt_sample_ripw <- do.call(rbind, wt_list) 122 | 123 | plot_sample_ripw <- wt_sample_ripw %>% 124 | ggplot(aes(x = wt, fill = sample, color = sample)) + 125 | geom_density(alpha = 0.25) + 126 | geom_vline(xintercept = 0, linetype = "longdash") + 127 | scale_x_continuous(expand = c(0, 0, 0, 0)) + 128 | scale_y_continuous(expand = c(0, 0, 0.1, 0)) + 129 | xlab("Weights") + 130 | ylab("Density") + 131 | xlim(c(-8, 10.5)) + 132 | theme_bw() + 133 | theme(panel.grid = element_blank(), 134 | text = element_text(size = 15)) 135 | ggsave("../figs/ripw_sample_weights.pdf", plot_sample_ripw, 136 | width = 5, height = 4) 137 | 138 | ## Average weights over nreps realizations 139 | wt_avg_ripw <- matrix(rep(0, n * T), n, T) 140 | for (i in 1:nreps){ 141 | treat1 <- gen_treat(n1, T, prob = trprob1) 142 | treat2 <- gen_treat(n2, T, prob = trprob2) 143 | treat <- rbind(treat1, treat2) 144 | int_treat <- treat[, 1] + treat[, 2] + treat[, 3] + treat[, 4] 145 | est_gps <- table(factor(int_treat, levels = 0:4)) / n 146 | est_gps <- as.numeric(est_gps) 147 | Theta <- Pi1[int_treat + 1] / est_gps[int_treat + 1] 148 | wt_avg_ripw <- wt_avg_ripw + wls_fe_weights(treat, Theta) 149 | } 150 | wt_avg_ripw <- data.frame(wt = as.numeric(wt_avg_ripw) / nreps * T) 151 | 152 | plot_avg_ripw <- wt_avg_ripw %>% 153 | ggplot(aes(x = wt)) + 154 | geom_density(alpha = 0.25, fill = "gray") + 155 | geom_vline(xintercept = 0, linetype = "longdash") + 156 | scale_x_continuous(expand = c(0, 0, 0, 0)) + 157 | scale_y_continuous(expand = c(0, 0, 0.1, 0)) + 158 | xlab("Weights") + 159 | ylab("Density") + 160 | xlim(c(-1, 3)) + 161 | theme_bw() + 162 | theme(panel.grid = element_blank(), 163 | text = element_text(size = 15)) 164 | ggsave("../figs/ripw_avg_weights.pdf", plot_avg_ripw, 165 | width = 5, height = 4) 166 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Paper Repository 2 | 3 | This repository contains the code to replicate all numerical results in our paper: [Double Robust Two-Way Fixed Effect Regression For Panel Data](https://arxiv.org/abs/). It relies on the [`ripw` package](https://github.com/lihualei71/ripw) we developed to compute the RIPW-TWFE estimator. 4 | 5 | ## Introduction 6 | All R scripts are included in the folder `R/`. The outputs and the plots are included in the folder `data/` and the folder `figs/`, respectively. To replicate all results with "one button", run the following code in Shell. It will take approximately 2 hours. 7 | ``` 8 | chmod 755 replicate.sh 9 | ./replicate.sh 10 | ``` 11 | 12 | ## R scripts 13 | The folder `R/` contains all R scripts: 14 | 15 | - `simul_weights.R`: generate histograms of realized and average weights for unweighted and RIPW estimators (Figure 1 and 2, Section 2.7). 16 | 17 | - `simul_design.R`, `plot_simul_design.R`: simulations on design-based inference (Figure 3, Section 5.1). 18 | 19 | - `simul_aipw.R`, `plot_simul_aipw.R`: simulations on aggregated AIPW estimators (Figure 6, Appendix D). 20 | 21 | - `real_opentable`: analysis of OpenTable data (Section 5.2). 22 | 23 | -------------------------------------------------------------------------------- /data/opentable_us_misc.csv: -------------------------------------------------------------------------------- 1 | "","state.name","date","reserv.diff","soe.status","state.abb","state.area","state.region","BEDS","Population_1977","Income_1977","Illiteracy_1977","Life.Exp_1977","Murder_1977","HS.Grad_1977","Frost_1977","Area_1977","confirmed","Population","death","Neighbor_soe.status","Neighbor_tot","dem_to_rep_ratio","Country" 2 | "1","Alabama",2020-02-18,-14,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 3 | "2","Alabama",2020-02-19,7,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 4 | "3","Alabama",2020-02-20,1,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 5 | "4","Alabama",2020-02-21,-2,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 6 | "5","Alabama",2020-02-22,8,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 7 | "6","Alabama",2020-02-23,2,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 8 | "7","Alabama",2020-02-24,1,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 9 | "8","Alabama",2020-02-25,0,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 10 | "9","Alabama",2020-02-26,-8,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 11 | "10","Alabama",2020-02-27,-3,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 12 | "11","Alabama",2020-02-28,-3,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 13 | "12","Alabama",2020-02-29,-11,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 14 | "13","Alabama",2020-03-01,2,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 15 | "14","Alabama",2020-03-02,-32,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 16 | "15","Alabama",2020-03-03,-29,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 17 | "16","Alabama",2020-03-04,-23,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 18 | "17","Alabama",2020-03-05,-15,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 19 | "18","Alabama",2020-03-06,-3,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,0,3,35.6259433918499,"United States" 20 | "19","Alabama",2020-03-07,11,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,1,3,35.6259433918499,"United States" 21 | "20","Alabama",2020-03-08,-10,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,1,3,35.6259433918499,"United States" 22 | "21","Alabama",2020-03-09,-11,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,1,3,35.6259433918499,"United States" 23 | "22","Alabama",2020-03-10,-26,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,1,3,35.6259433918499,"United States" 24 | "23","Alabama",2020-03-11,-8,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,1,3,35.6259433918499,"United States" 25 | "24","Alabama",2020-03-12,-2,0,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,0,4903185,0,2,3,35.6259433918499,"United States" 26 | "25","Alabama",2020-03-13,-24,1,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,5,4903185,0,2,3,35.6259433918499,"United States" 27 | "26","Alabama",2020-03-14,-28,1,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,7,4903185,0,3,3,35.6259433918499,"United States" 28 | "27","Alabama",2020-03-15,-38,1,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,11,4903185,0,3,3,35.6259433918499,"United States" 29 | "28","Alabama",2020-03-16,-57,1,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,29,4903185,0,3,3,35.6259433918499,"United States" 30 | "29","Alabama",2020-03-17,-74,1,"AL","51609","2",19000,3615,3624,2.1,69.05,15.1,41.3,20,50708,39,4903185,0,3,3,35.6259433918499,"United States" 31 | "30","Arizona",2020-02-18,0,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 32 | "31","Arizona",2020-02-19,1,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 33 | "32","Arizona",2020-02-20,8,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 34 | "33","Arizona",2020-02-21,4,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 35 | "34","Arizona",2020-02-22,-3,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 36 | "35","Arizona",2020-02-23,5,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 37 | "36","Arizona",2020-02-24,2,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 38 | "37","Arizona",2020-02-25,5,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 39 | "38","Arizona",2020-02-26,1,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 40 | "39","Arizona",2020-02-27,3,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 41 | "40","Arizona",2020-02-28,2,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 42 | "41","Arizona",2020-02-29,1,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 43 | "42","Arizona",2020-03-01,-2,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 44 | "43","Arizona",2020-03-02,-7,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 45 | "44","Arizona",2020-03-03,-10,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,0,5,48.1099765989605,"United States" 46 | "45","Arizona",2020-03-04,0,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,1,5,48.1099765989605,"United States" 47 | "46","Arizona",2020-03-05,-4,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,1,7278717,0,1,5,48.1099765989605,"United States" 48 | "47","Arizona",2020-03-06,-3,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,2,7278717,0,2,5,48.1099765989605,"United States" 49 | "48","Arizona",2020-03-07,-2,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,4,7278717,0,2,5,48.1099765989605,"United States" 50 | "49","Arizona",2020-03-08,-3,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,4,7278717,0,2,5,48.1099765989605,"United States" 51 | "50","Arizona",2020-03-09,-7,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,4,7278717,0,2,5,48.1099765989605,"United States" 52 | "51","Arizona",2020-03-10,-14,0,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,6,7278717,0,3,5,48.1099765989605,"United States" 53 | "52","Arizona",2020-03-11,-20,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,9,7278717,0,4,5,48.1099765989605,"United States" 54 | "53","Arizona",2020-03-12,-18,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,9,7278717,0,5,5,48.1099765989605,"United States" 55 | "54","Arizona",2020-03-13,-26,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,9,7278717,0,5,5,48.1099765989605,"United States" 56 | "55","Arizona",2020-03-14,-24,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,12,7278717,0,5,5,48.1099765989605,"United States" 57 | "56","Arizona",2020-03-15,-37,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,12,7278717,0,5,5,48.1099765989605,"United States" 58 | "57","Arizona",2020-03-16,-54,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,18,7278717,0,5,5,48.1099765989605,"United States" 59 | "58","Arizona",2020-03-17,-77,1,"AZ","113909","4",15452,2212,4530,1.8,70.55,7.8,58.1,15,113417,20,7278717,0,5,5,48.1099765989605,"United States" 60 | "59","California",2020-02-18,-2,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,8,39512223,0,0,3,66.1282205427299,"United States" 61 | "60","California",2020-02-19,2,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,8,39512223,0,0,3,66.1282205427299,"United States" 62 | "61","California",2020-02-20,5,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,8,39512223,0,0,3,66.1282205427299,"United States" 63 | "62","California",2020-02-21,0,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 64 | "63","California",2020-02-22,-2,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 65 | "64","California",2020-02-23,7,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 66 | "65","California",2020-02-24,3,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 67 | "66","California",2020-02-25,6,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 68 | "67","California",2020-02-26,4,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,10,39512223,0,0,3,66.1282205427299,"United States" 69 | "68","California",2020-02-27,3,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,11,39512223,0,0,3,66.1282205427299,"United States" 70 | "69","California",2020-02-28,5,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,11,39512223,0,0,3,66.1282205427299,"United States" 71 | "70","California",2020-02-29,9,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,12,39512223,0,0,3,66.1282205427299,"United States" 72 | "71","California",2020-03-01,-3,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,12,39512223,0,0,3,66.1282205427299,"United States" 73 | "72","California",2020-03-02,-6,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,21,39512223,0,0,3,66.1282205427299,"United States" 74 | "73","California",2020-03-03,-4,0,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,25,39512223,0,0,3,66.1282205427299,"United States" 75 | "74","California",2020-03-04,-3,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,35,39512223,1,0,3,66.1282205427299,"United States" 76 | "75","California",2020-03-05,-10,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,51,39512223,1,0,3,66.1282205427299,"United States" 77 | "76","California",2020-03-06,-8,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,59,39512223,1,0,3,66.1282205427299,"United States" 78 | "77","California",2020-03-07,-5,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,81,39512223,1,0,3,66.1282205427299,"United States" 79 | "78","California",2020-03-08,-5,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,95,39512223,1,1,3,66.1282205427299,"United States" 80 | "79","California",2020-03-09,-18,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,101,39512223,1,1,3,66.1282205427299,"United States" 81 | "80","California",2020-03-10,-27,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,144,39512223,2,1,3,66.1282205427299,"United States" 82 | "81","California",2020-03-11,-23,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,178,39512223,4,2,3,66.1282205427299,"United States" 83 | "82","California",2020-03-12,-38,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,221,39512223,4,3,3,66.1282205427299,"United States" 84 | "83","California",2020-03-13,-42,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,281,39512223,4,3,3,66.1282205427299,"United States" 85 | "84","California",2020-03-14,-47,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,372,39512223,3,3,3,66.1282205427299,"United States" 86 | "85","California",2020-03-15,-55,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,373,39512223,5,3,3,66.1282205427299,"United States" 87 | "86","California",2020-03-16,-70,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,557,39512223,7,3,3,66.1282205427299,"United States" 88 | "87","California",2020-03-17,-96,1,"CA","158693","4",104034,21198,5114,1.1,71.71,10.3,62.6,20,156361,700,39512223,12,3,3,66.1282205427299,"United States" 89 | "88","Colorado",2020-02-18,1,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 90 | "89","Colorado",2020-02-19,-8,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 91 | "90","Colorado",2020-02-20,-4,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 92 | "91","Colorado",2020-02-21,7,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 93 | "92","Colorado",2020-02-22,1,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 94 | "93","Colorado",2020-02-23,-8,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 95 | "94","Colorado",2020-02-24,-2,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 96 | "95","Colorado",2020-02-25,-4,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 97 | "96","Colorado",2020-02-26,-1,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 98 | "97","Colorado",2020-02-27,-2,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 99 | "98","Colorado",2020-02-28,0,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 100 | "99","Colorado",2020-02-29,22,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 101 | "100","Colorado",2020-03-01,26,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 102 | "101","Colorado",2020-03-02,-1,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 103 | "102","Colorado",2020-03-03,-6,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 104 | "103","Colorado",2020-03-04,-6,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 105 | "104","Colorado",2020-03-05,-4,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,0,5758736,0,0,6,52.6833333726824,"United States" 106 | "105","Colorado",2020-03-06,-8,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,3,5758736,0,1,6,52.6833333726824,"United States" 107 | "106","Colorado",2020-03-07,-10,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,7,5758736,0,1,6,52.6833333726824,"United States" 108 | "107","Colorado",2020-03-08,-6,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,7,5758736,0,1,6,52.6833333726824,"United States" 109 | "108","Colorado",2020-03-09,-13,0,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,7,5758736,0,1,6,52.6833333726824,"United States" 110 | "109","Colorado",2020-03-10,-17,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,14,5758736,0,1,6,52.6833333726824,"United States" 111 | "110","Colorado",2020-03-11,-8,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,30,5758736,0,3,6,52.6833333726824,"United States" 112 | "111","Colorado",2020-03-12,-17,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,45,5758736,0,4,6,52.6833333726824,"United States" 113 | "112","Colorado",2020-03-13,-41,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,76,5758736,1,5,6,52.6833333726824,"United States" 114 | "113","Colorado",2020-03-14,-45,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,101,5758736,0,5,6,52.6833333726824,"United States" 115 | "114","Colorado",2020-03-15,-52,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,99,5758736,1,6,6,52.6833333726824,"United States" 116 | "115","Colorado",2020-03-16,-66,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,132,5758736,1,6,6,52.6833333726824,"United States" 117 | "116","Colorado",2020-03-17,-98,1,"CO","104247","4",11899,2541,4884,0.7,72.06,6.8,63.9,166,103766,167,5758736,2,6,6,52.6833333726824,"United States" 118 | "117","Connecticut",2020-02-18,8,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 119 | "118","Connecticut",2020-02-19,26,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 120 | "119","Connecticut",2020-02-20,1,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 121 | "120","Connecticut",2020-02-21,-3,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 122 | "121","Connecticut",2020-02-22,-6,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 123 | "122","Connecticut",2020-02-23,2,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 124 | "123","Connecticut",2020-02-24,-2,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 125 | "124","Connecticut",2020-02-25,6,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 126 | "125","Connecticut",2020-02-26,9,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 127 | "126","Connecticut",2020-02-27,-8,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 128 | "127","Connecticut",2020-02-28,-1,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 129 | "128","Connecticut",2020-02-29,4,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 130 | "129","Connecticut",2020-03-01,13,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 131 | "130","Connecticut",2020-03-02,13,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 132 | "131","Connecticut",2020-03-03,-9,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 133 | "132","Connecticut",2020-03-04,-6,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 134 | "133","Connecticut",2020-03-05,-7,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 135 | "134","Connecticut",2020-03-06,-8,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,0,3,57.1415475172636,"United States" 136 | "135","Connecticut",2020-03-07,-8,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,1,3,57.1415475172636,"United States" 137 | "136","Connecticut",2020-03-08,0,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,1,3,57.1415475172636,"United States" 138 | "137","Connecticut",2020-03-09,-12,0,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,0,3565287,0,2,3,57.1415475172636,"United States" 139 | "138","Connecticut",2020-03-10,-20,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,1,3565287,0,3,3,57.1415475172636,"United States" 140 | "139","Connecticut",2020-03-11,-20,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,3,3565287,0,3,3,57.1415475172636,"United States" 141 | "140","Connecticut",2020-03-12,-43,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,5,3565287,0,3,3,57.1415475172636,"United States" 142 | "141","Connecticut",2020-03-13,-50,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,11,3565287,0,3,3,57.1415475172636,"United States" 143 | "142","Connecticut",2020-03-14,-58,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,23,3565287,0,3,3,57.1415475172636,"United States" 144 | "143","Connecticut",2020-03-15,-57,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,24,3565287,0,3,3,57.1415475172636,"United States" 145 | "144","Connecticut",2020-03-16,-55,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,41,3565287,0,3,3,57.1415475172636,"United States" 146 | "145","Connecticut",2020-03-17,-100,1,"CT","5009","1",9451,3100,5348,1.1,72.48,3.1,56,139,4862,68,3565287,0,3,3,57.1415475172636,"United States" 147 | "146","District of Columbia",2020-02-18,-5,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 148 | "147","District of Columbia",2020-02-19,55,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 149 | "148","District of Columbia",2020-02-20,8,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 150 | "149","District of Columbia",2020-02-21,0,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 151 | "150","District of Columbia",2020-02-22,8,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 152 | "151","District of Columbia",2020-02-23,15,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 153 | "152","District of Columbia",2020-02-24,11,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 154 | "153","District of Columbia",2020-02-25,8,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 155 | "154","District of Columbia",2020-02-26,8,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 156 | "155","District of Columbia",2020-02-27,1,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 157 | "156","District of Columbia",2020-02-28,3,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 158 | "157","District of Columbia",2020-02-29,2,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 159 | "158","District of Columbia",2020-03-01,5,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 160 | "159","District of Columbia",2020-03-02,0,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 161 | "160","District of Columbia",2020-03-03,-9,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 162 | "161","District of Columbia",2020-03-04,7,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,0,2,95.6951883418541,"United States" 163 | "162","District of Columbia",2020-03-05,-5,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 164 | "163","District of Columbia",2020-03-06,-6,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 165 | "164","District of Columbia",2020-03-07,0,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 166 | "165","District of Columbia",2020-03-08,0,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 167 | "166","District of Columbia",2020-03-09,-10,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 168 | "167","District of Columbia",2020-03-10,-18,0,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 169 | "168","District of Columbia",2020-03-11,-22,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,1,2,95.6951883418541,"United States" 170 | "169","District of Columbia",2020-03-12,-38,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,2,2,95.6951883418541,"United States" 171 | "170","District of Columbia",2020-03-13,-44,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,2,2,95.6951883418541,"United States" 172 | "171","District of Columbia",2020-03-14,-44,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,2,2,95.6951883418541,"United States" 173 | "172","District of Columbia",2020-03-15,-55,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,0,705749,0,2,2,95.6951883418541,"United States" 174 | "173","District of Columbia",2020-03-16,-77,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,22,705749,0,2,2,95.6951883418541,"United States" 175 | "174","District of Columbia",2020-03-17,-100,1,"DC","68",NA,4304,NA,NA,NA,NA,NA,NA,NA,NA,22,705749,0,2,2,95.6951883418541,"United States" 176 | "175","Florida",2020-02-18,0,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 177 | "176","Florida",2020-02-19,-3,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 178 | "177","Florida",2020-02-20,-4,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 179 | "178","Florida",2020-02-21,-5,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 180 | "179","Florida",2020-02-22,2,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 181 | "180","Florida",2020-02-23,2,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 182 | "181","Florida",2020-02-24,2,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 183 | "182","Florida",2020-02-25,5,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 184 | "183","Florida",2020-02-26,3,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 185 | "184","Florida",2020-02-27,4,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 186 | "185","Florida",2020-02-28,2,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 187 | "186","Florida",2020-02-29,0,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 188 | "187","Florida",2020-03-01,-5,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,0,21477737,0,0,2,49.3811645272245,"United States" 189 | "188","Florida",2020-03-02,-10,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,1,21477737,0,0,2,49.3811645272245,"United States" 190 | "189","Florida",2020-03-03,-10,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,2,21477737,0,0,2,49.3811645272245,"United States" 191 | "190","Florida",2020-03-04,-8,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,2,21477737,0,0,2,49.3811645272245,"United States" 192 | "191","Florida",2020-03-05,-7,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,3,21477737,0,0,2,49.3811645272245,"United States" 193 | "192","Florida",2020-03-06,-5,0,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,3,21477737,0,0,2,49.3811645272245,"United States" 194 | "193","Florida",2020-03-07,-2,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,7,21477737,0,0,2,49.3811645272245,"United States" 195 | "194","Florida",2020-03-08,-5,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,10,21477737,2,0,2,49.3811645272245,"United States" 196 | "195","Florida",2020-03-09,-18,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,13,21477737,2,0,2,49.3811645272245,"United States" 197 | "196","Florida",2020-03-10,-18,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,15,21477737,2,0,2,49.3811645272245,"United States" 198 | "197","Florida",2020-03-11,-18,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,24,21477737,2,0,2,49.3811645272245,"United States" 199 | "198","Florida",2020-03-12,-23,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,30,21477737,2,0,2,49.3811645272245,"United States" 200 | "199","Florida",2020-03-13,-28,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,50,21477737,2,1,2,49.3811645272245,"United States" 201 | "200","Florida",2020-03-14,-31,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,76,21477737,2,2,2,49.3811645272245,"United States" 202 | "201","Florida",2020-03-15,-38,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,100,21477737,3,2,2,49.3811645272245,"United States" 203 | "202","Florida",2020-03-16,-47,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,101,21477737,3,2,2,49.3811645272245,"United States" 204 | "203","Florida",2020-03-17,-76,1,"FL","58560","2",72088,8277,4815,1.3,70.66,10.7,52.6,11,54090,190,21477737,5,2,2,49.3811645272245,"United States" 205 | "204","Georgia",2020-02-18,0,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 206 | "205","Georgia",2020-02-19,4,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 207 | "206","Georgia",2020-02-20,-6,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 208 | "207","Georgia",2020-02-21,-5,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 209 | "208","Georgia",2020-02-22,-2,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 210 | "209","Georgia",2020-02-23,-9,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 211 | "210","Georgia",2020-02-24,-9,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 212 | "211","Georgia",2020-02-25,2,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 213 | "212","Georgia",2020-02-26,-4,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 214 | "213","Georgia",2020-02-27,-4,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 215 | "214","Georgia",2020-02-28,2,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 216 | "215","Georgia",2020-02-29,-3,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 217 | "216","Georgia",2020-03-01,8,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 218 | "217","Georgia",2020-03-02,-12,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,0,10617423,0,0,5,47.3388274006968,"United States" 219 | "218","Georgia",2020-03-03,-21,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,2,10617423,0,0,5,47.3388274006968,"United States" 220 | "219","Georgia",2020-03-04,-17,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,2,10617423,0,0,5,47.3388274006968,"United States" 221 | "220","Georgia",2020-03-05,-12,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,2,10617423,0,0,5,47.3388274006968,"United States" 222 | "221","Georgia",2020-03-06,-3,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,3,10617423,0,0,5,47.3388274006968,"United States" 223 | "222","Georgia",2020-03-07,-2,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,5,10617423,0,1,5,47.3388274006968,"United States" 224 | "223","Georgia",2020-03-08,7,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,5,10617423,0,1,5,47.3388274006968,"United States" 225 | "224","Georgia",2020-03-09,-4,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,10,10617423,0,1,5,47.3388274006968,"United States" 226 | "225","Georgia",2020-03-10,-15,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,17,10617423,0,2,5,47.3388274006968,"United States" 227 | "226","Georgia",2020-03-11,-17,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,23,10617423,0,2,5,47.3388274006968,"United States" 228 | "227","Georgia",2020-03-12,-23,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,31,10617423,1,3,5,47.3388274006968,"United States" 229 | "228","Georgia",2020-03-13,-34,0,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,42,10617423,1,5,5,47.3388274006968,"United States" 230 | "229","Georgia",2020-03-14,-36,1,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,73,10617423,1,5,5,47.3388274006968,"United States" 231 | "230","Georgia",2020-03-15,-47,1,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,99,10617423,1,5,5,47.3388274006968,"United States" 232 | "231","Georgia",2020-03-16,-66,1,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,121,10617423,1,5,5,47.3388274006968,"United States" 233 | "232","Georgia",2020-03-17,-88,1,"GA","58876","2",30778,4931,4091,2,68.54,13.9,40.6,60,58073,146,10617423,1,5,5,47.3388274006968,"United States" 234 | "233","Hawaii",2020-02-18,0,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 235 | "234","Hawaii",2020-02-19,2,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 236 | "235","Hawaii",2020-02-20,4,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 237 | "236","Hawaii",2020-02-21,5,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 238 | "237","Hawaii",2020-02-22,4,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 239 | "238","Hawaii",2020-02-23,3,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 240 | "239","Hawaii",2020-02-24,2,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 241 | "240","Hawaii",2020-02-25,-1,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 242 | "241","Hawaii",2020-02-26,9,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 243 | "242","Hawaii",2020-02-27,6,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 244 | "243","Hawaii",2020-02-28,4,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 245 | "244","Hawaii",2020-02-29,-2,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 246 | "245","Hawaii",2020-03-01,-2,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 247 | "246","Hawaii",2020-03-02,-2,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 248 | "247","Hawaii",2020-03-03,-5,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 249 | "248","Hawaii",2020-03-04,-4,0,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 250 | "249","Hawaii",2020-03-05,-5,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 251 | "250","Hawaii",2020-03-06,-8,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,0,1415872,0,NA,NA,67.4413374505355,"United States" 252 | "251","Hawaii",2020-03-07,-6,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,1,1415872,0,NA,NA,67.4413374505355,"United States" 253 | "252","Hawaii",2020-03-08,-9,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,1,1415872,0,NA,NA,67.4413374505355,"United States" 254 | "253","Hawaii",2020-03-09,-8,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,1,1415872,0,NA,NA,67.4413374505355,"United States" 255 | "254","Hawaii",2020-03-10,-10,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,3,1415872,0,NA,NA,67.4413374505355,"United States" 256 | "255","Hawaii",2020-03-11,-11,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,2,1415872,0,NA,NA,67.4413374505355,"United States" 257 | "256","Hawaii",2020-03-12,-15,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,2,1415872,0,NA,NA,67.4413374505355,"United States" 258 | "257","Hawaii",2020-03-13,-14,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,2,1415872,0,NA,NA,67.4413374505355,"United States" 259 | "258","Hawaii",2020-03-14,-19,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,4,1415872,0,NA,NA,67.4413374505355,"United States" 260 | "259","Hawaii",2020-03-15,-26,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,6,1415872,0,NA,NA,67.4413374505355,"United States" 261 | "260","Hawaii",2020-03-16,-31,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,8,1415872,0,NA,NA,67.4413374505355,"United States" 262 | "261","Hawaii",2020-03-17,-47,1,"HI","6450","4",3365,868,4963,1.9,73.6,6.2,61.9,0,6425,10,1415872,0,NA,NA,67.4413374505355,"United States" 263 | "262","Illinois",2020-02-18,-4,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 264 | "263","Illinois",2020-02-19,4,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 265 | "264","Illinois",2020-02-20,-2,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 266 | "265","Illinois",2020-02-21,-3,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 267 | "266","Illinois",2020-02-22,6,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 268 | "267","Illinois",2020-02-23,11,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 269 | "268","Illinois",2020-02-24,-5,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 270 | "269","Illinois",2020-02-25,-14,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 271 | "270","Illinois",2020-02-26,-14,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 272 | "271","Illinois",2020-02-27,-9,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 273 | "272","Illinois",2020-02-28,-6,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 274 | "273","Illinois",2020-02-29,0,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,2,12671821,0,0,4,59.0200513907115,"United States" 275 | "274","Illinois",2020-03-01,2,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,3,12671821,0,0,4,59.0200513907115,"United States" 276 | "275","Illinois",2020-03-02,-13,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,4,12671821,0,0,4,59.0200513907115,"United States" 277 | "276","Illinois",2020-03-03,-12,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,4,12671821,0,0,4,59.0200513907115,"United States" 278 | "277","Illinois",2020-03-04,-3,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,4,12671821,0,0,4,59.0200513907115,"United States" 279 | "278","Illinois",2020-03-05,-5,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,5,12671821,0,0,4,59.0200513907115,"United States" 280 | "279","Illinois",2020-03-06,-7,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,5,12671821,0,2,4,59.0200513907115,"United States" 281 | "280","Illinois",2020-03-07,4,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,6,12671821,0,2,4,59.0200513907115,"United States" 282 | "281","Illinois",2020-03-08,4,0,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,7,12671821,0,2,4,59.0200513907115,"United States" 283 | "282","Illinois",2020-03-09,-21,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,7,12671821,0,2,4,59.0200513907115,"United States" 284 | "283","Illinois",2020-03-10,-18,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,12,12671821,0,2,4,59.0200513907115,"United States" 285 | "284","Illinois",2020-03-11,-22,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,25,12671821,0,2,4,59.0200513907115,"United States" 286 | "285","Illinois",2020-03-12,-26,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,32,12671821,0,3,4,59.0200513907115,"United States" 287 | "286","Illinois",2020-03-13,-35,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,46,12671821,0,4,4,59.0200513907115,"United States" 288 | "287","Illinois",2020-03-14,-47,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,64,12671821,0,4,4,59.0200513907115,"United States" 289 | "288","Illinois",2020-03-15,-51,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,66,12671821,0,4,4,59.0200513907115,"United States" 290 | "289","Illinois",2020-03-16,-61,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,83,12671821,0,4,4,59.0200513907115,"United States" 291 | "290","Illinois",2020-03-17,-100,1,"IL","56400","3",35811,11197,5107,0.9,70.14,10.3,52.6,127,55748,161,12671821,1,4,4,59.0200513907115,"United States" 292 | "291","Indiana",2020-02-18,21,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 293 | "292","Indiana",2020-02-19,13,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 294 | "293","Indiana",2020-02-20,-15,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 295 | "294","Indiana",2020-02-21,-8,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 296 | "295","Indiana",2020-02-22,3,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 297 | "296","Indiana",2020-02-23,13,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 298 | "297","Indiana",2020-02-24,6,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 299 | "298","Indiana",2020-02-25,3,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 300 | "299","Indiana",2020-02-26,-5,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 301 | "300","Indiana",2020-02-27,-8,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 302 | "301","Indiana",2020-02-28,-1,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 303 | "302","Indiana",2020-02-29,4,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 304 | "303","Indiana",2020-03-01,18,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 305 | "304","Indiana",2020-03-02,1,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 306 | "305","Indiana",2020-03-03,-3,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 307 | "306","Indiana",2020-03-04,3,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 308 | "307","Indiana",2020-03-05,5,0,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,0,6732219,0,0,4,39.8826904754919,"United States" 309 | "308","Indiana",2020-03-06,1,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,1,6732219,0,1,4,39.8826904754919,"United States" 310 | "309","Indiana",2020-03-07,4,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,1,6732219,0,1,4,39.8826904754919,"United States" 311 | "310","Indiana",2020-03-08,4,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,2,6732219,0,1,4,39.8826904754919,"United States" 312 | "311","Indiana",2020-03-09,-17,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,3,6732219,0,3,4,39.8826904754919,"United States" 313 | "312","Indiana",2020-03-10,-11,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,6,6732219,0,4,4,39.8826904754919,"United States" 314 | "313","Indiana",2020-03-11,-16,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,11,6732219,0,4,4,39.8826904754919,"United States" 315 | "314","Indiana",2020-03-12,-29,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,13,6732219,0,4,4,39.8826904754919,"United States" 316 | "315","Indiana",2020-03-13,-34,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,13,6732219,0,4,4,39.8826904754919,"United States" 317 | "316","Indiana",2020-03-14,-48,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,16,6732219,0,4,4,39.8826904754919,"United States" 318 | "317","Indiana",2020-03-15,-51,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,20,6732219,0,4,4,39.8826904754919,"United States" 319 | "318","Indiana",2020-03-16,-67,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,25,6732219,1,4,4,39.8826904754919,"United States" 320 | "319","Indiana",2020-03-17,-96,1,"IN","36291","3",19415,5313,4458,0.7,70.88,7.1,52.9,122,36097,30,6732219,2,4,4,39.8826904754919,"United States" 321 | "320","Kansas",2020-02-18,39,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 322 | "321","Kansas",2020-02-19,2,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 323 | "322","Kansas",2020-02-20,-14,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 324 | "323","Kansas",2020-02-21,-11,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 325 | "324","Kansas",2020-02-22,-4,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 326 | "325","Kansas",2020-02-23,-6,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 327 | "326","Kansas",2020-02-24,-12,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 328 | "327","Kansas",2020-02-25,-3,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 329 | "328","Kansas",2020-02-26,5,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 330 | "329","Kansas",2020-02-27,-20,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 331 | "330","Kansas",2020-02-28,-14,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 332 | "331","Kansas",2020-02-29,2,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 333 | "332","Kansas",2020-03-01,69,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 334 | "333","Kansas",2020-03-02,-13,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 335 | "334","Kansas",2020-03-03,-14,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 336 | "335","Kansas",2020-03-04,-8,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 337 | "336","Kansas",2020-03-05,-10,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 338 | "337","Kansas",2020-03-06,-10,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 339 | "338","Kansas",2020-03-07,-8,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,0,2913314,0,0,4,38.8885296573933,"United States" 340 | "339","Kansas",2020-03-08,-9,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,1,2913314,0,0,4,38.8885296573933,"United States" 341 | "340","Kansas",2020-03-09,-21,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,1,2913314,0,0,4,38.8885296573933,"United States" 342 | "341","Kansas",2020-03-10,-6,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,1,2913314,0,1,4,38.8885296573933,"United States" 343 | "342","Kansas",2020-03-11,-9,0,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,1,2913314,0,1,4,38.8885296573933,"United States" 344 | "343","Kansas",2020-03-12,-1,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,4,2913314,0,1,4,38.8885296573933,"United States" 345 | "344","Kansas",2020-03-13,-35,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,6,2913314,1,3,4,38.8885296573933,"United States" 346 | "345","Kansas",2020-03-14,-39,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,8,2913314,1,3,4,38.8885296573933,"United States" 347 | "346","Kansas",2020-03-15,-55,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,8,2913314,1,4,4,38.8885296573933,"United States" 348 | "347","Kansas",2020-03-16,-67,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,11,2913314,1,4,4,38.8885296573933,"United States" 349 | "348","Kansas",2020-03-17,-79,1,"KS","82264","3",11261,2280,4669,0.6,72.58,4.5,59.9,114,81787,18,2913314,1,4,4,38.8885296573933,"United States" 350 | "349","Kentucky",2020-02-18,11,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 351 | "350","Kentucky",2020-02-19,14,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 352 | "351","Kentucky",2020-02-20,2,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 353 | "352","Kentucky",2020-02-21,6,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 354 | "353","Kentucky",2020-02-22,11,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 355 | "354","Kentucky",2020-02-23,-2,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 356 | "355","Kentucky",2020-02-24,2,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 357 | "356","Kentucky",2020-02-25,-7,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 358 | "357","Kentucky",2020-02-26,-14,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 359 | "358","Kentucky",2020-02-27,-8,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 360 | "359","Kentucky",2020-02-28,0,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 361 | "360","Kentucky",2020-02-29,17,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 362 | "361","Kentucky",2020-03-01,19,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 363 | "362","Kentucky",2020-03-02,-5,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 364 | "363","Kentucky",2020-03-03,0,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 365 | "364","Kentucky",2020-03-04,-6,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 366 | "365","Kentucky",2020-03-05,4,0,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,0,4467673,0,0,6,34.3293709824901,"United States" 367 | "366","Kentucky",2020-03-06,-3,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,1,4467673,0,1,6,34.3293709824901,"United States" 368 | "367","Kentucky",2020-03-07,1,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,1,4467673,0,1,6,34.3293709824901,"United States" 369 | "368","Kentucky",2020-03-08,3,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,1,4467673,0,1,6,34.3293709824901,"United States" 370 | "369","Kentucky",2020-03-09,-17,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,4,4467673,0,3,6,34.3293709824901,"United States" 371 | "370","Kentucky",2020-03-10,-21,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,5,4467673,0,3,6,34.3293709824901,"United States" 372 | "371","Kentucky",2020-03-11,-20,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,8,4467673,0,3,6,34.3293709824901,"United States" 373 | "372","Kentucky",2020-03-12,-26,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,10,4467673,0,5,6,34.3293709824901,"United States" 374 | "373","Kentucky",2020-03-13,-30,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,14,4467673,0,6,6,34.3293709824901,"United States" 375 | "374","Kentucky",2020-03-14,-46,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,16,4467673,0,6,6,34.3293709824901,"United States" 376 | "375","Kentucky",2020-03-15,-55,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,18,4467673,0,6,6,34.3293709824901,"United States" 377 | "376","Kentucky",2020-03-16,-74,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,21,4467673,1,6,6,34.3293709824901,"United States" 378 | "377","Kentucky",2020-03-17,-100,1,"KY","40395","2",18497,3387,3712,1.6,70.1,10.6,38.5,95,39650,26,4467673,1,6,6,34.3293709824901,"United States" 379 | "378","Louisiana",2020-02-18,-6,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 380 | "379","Louisiana",2020-02-19,2,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 381 | "380","Louisiana",2020-02-20,9,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 382 | "381","Louisiana",2020-02-21,10,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 383 | "382","Louisiana",2020-02-22,2,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 384 | "383","Louisiana",2020-02-23,11,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 385 | "384","Louisiana",2020-02-24,80,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 386 | "385","Louisiana",2020-02-25,78,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 387 | "386","Louisiana",2020-02-26,4,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 388 | "387","Louisiana",2020-02-27,-15,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 389 | "388","Louisiana",2020-02-28,-10,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 390 | "389","Louisiana",2020-02-29,-1,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 391 | "390","Louisiana",2020-03-01,-19,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 392 | "391","Louisiana",2020-03-02,-42,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 393 | "392","Louisiana",2020-03-03,-53,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 394 | "393","Louisiana",2020-03-04,-25,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 395 | "394","Louisiana",2020-03-05,6,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 396 | "395","Louisiana",2020-03-06,5,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 397 | "396","Louisiana",2020-03-07,5,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 398 | "397","Louisiana",2020-03-08,-2,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 399 | "398","Louisiana",2020-03-09,-8,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 400 | "399","Louisiana",2020-03-10,-13,0,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,0,4648794,0,0,1,39.8283227621922,"United States" 401 | "400","Louisiana",2020-03-11,-16,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,5,4648794,0,0,1,39.8283227621922,"United States" 402 | "401","Louisiana",2020-03-12,-23,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,19,4648794,0,0,1,39.8283227621922,"United States" 403 | "402","Louisiana",2020-03-13,-28,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,29,4648794,0,1,1,39.8283227621922,"United States" 404 | "403","Louisiana",2020-03-14,-34,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,77,4648794,1,1,1,39.8283227621922,"United States" 405 | "404","Louisiana",2020-03-15,-50,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,87,4648794,2,1,1,39.8283227621922,"United States" 406 | "405","Louisiana",2020-03-16,-55,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,115,4648794,3,1,1,39.8283227621922,"United States" 407 | "406","Louisiana",2020-03-17,-100,1,"LA","48523","2",18413,3806,3545,2.8,68.76,13.2,42.2,12,44930,196,4648794,4,1,1,39.8283227621922,"United States" 408 | "407","Maryland",2020-02-18,6,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 409 | "408","Maryland",2020-02-19,70,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 410 | "409","Maryland",2020-02-20,4,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 411 | "410","Maryland",2020-02-21,1,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 412 | "411","Maryland",2020-02-22,8,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 413 | "412","Maryland",2020-02-23,8,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 414 | "413","Maryland",2020-02-24,8,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 415 | "414","Maryland",2020-02-25,-3,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 416 | "415","Maryland",2020-02-26,-8,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 417 | "416","Maryland",2020-02-27,-1,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 418 | "417","Maryland",2020-02-28,10,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 419 | "418","Maryland",2020-02-29,0,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 420 | "419","Maryland",2020-03-01,25,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 421 | "420","Maryland",2020-03-02,-5,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 422 | "421","Maryland",2020-03-03,-4,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 423 | "422","Maryland",2020-03-04,11,0,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 424 | "423","Maryland",2020-03-05,-5,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,0,6045680,0,0,3,64.0162496847694,"United States" 425 | "424","Maryland",2020-03-06,2,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,3,6045680,0,1,3,64.0162496847694,"United States" 426 | "425","Maryland",2020-03-07,-2,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,3,6045680,0,1,3,64.0162496847694,"United States" 427 | "426","Maryland",2020-03-08,-1,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,5,6045680,0,1,3,64.0162496847694,"United States" 428 | "427","Maryland",2020-03-09,-6,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,5,6045680,0,1,3,64.0162496847694,"United States" 429 | "428","Maryland",2020-03-10,-18,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,8,6045680,0,1,3,64.0162496847694,"United States" 430 | "429","Maryland",2020-03-11,-21,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,9,6045680,0,2,3,64.0162496847694,"United States" 431 | "430","Maryland",2020-03-12,-33,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,12,6045680,0,3,3,64.0162496847694,"United States" 432 | "431","Maryland",2020-03-13,-37,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,18,6045680,0,3,3,64.0162496847694,"United States" 433 | "432","Maryland",2020-03-14,-59,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,27,6045680,0,3,3,64.0162496847694,"United States" 434 | "433","Maryland",2020-03-15,-67,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,24,6045680,0,3,3,64.0162496847694,"United States" 435 | "434","Maryland",2020-03-16,-71,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,42,6045680,0,3,3,64.0162496847694,"United States" 436 | "435","Maryland",2020-03-17,-100,1,"MD","10577","2",13557,4122,5299,0.9,70.22,8.5,52.3,101,9891,60,6045680,0,3,3,64.0162496847694,"United States" 437 | "436","Massachusetts",2020-02-18,0,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 438 | "437","Massachusetts",2020-02-19,7,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 439 | "438","Massachusetts",2020-02-20,5,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 440 | "439","Massachusetts",2020-02-21,-7,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 441 | "440","Massachusetts",2020-02-22,-1,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 442 | "441","Massachusetts",2020-02-23,11,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 443 | "442","Massachusetts",2020-02-24,4,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 444 | "443","Massachusetts",2020-02-25,1,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 445 | "444","Massachusetts",2020-02-26,1,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 446 | "445","Massachusetts",2020-02-27,5,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 447 | "446","Massachusetts",2020-02-28,-2,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 448 | "447","Massachusetts",2020-02-29,26,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 449 | "448","Massachusetts",2020-03-01,-1,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 450 | "449","Massachusetts",2020-03-02,13,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,1,6892503,0,0,3,64.6512786896295,"United States" 451 | "450","Massachusetts",2020-03-03,-4,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,2,6892503,0,0,3,64.6512786896295,"United States" 452 | "451","Massachusetts",2020-03-04,-5,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,2,6892503,0,0,3,64.6512786896295,"United States" 453 | "452","Massachusetts",2020-03-05,4,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,2,6892503,0,0,3,64.6512786896295,"United States" 454 | "453","Massachusetts",2020-03-06,-6,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,6,6892503,0,0,3,64.6512786896295,"United States" 455 | "454","Massachusetts",2020-03-07,-5,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,6,6892503,0,1,3,64.6512786896295,"United States" 456 | "455","Massachusetts",2020-03-08,13,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,22,6892503,0,1,3,64.6512786896295,"United States" 457 | "456","Massachusetts",2020-03-09,-13,0,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,22,6892503,0,2,3,64.6512786896295,"United States" 458 | "457","Massachusetts",2020-03-10,-22,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,41,6892503,0,3,3,64.6512786896295,"United States" 459 | "458","Massachusetts",2020-03-11,-25,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,92,6892503,0,3,3,64.6512786896295,"United States" 460 | "459","Massachusetts",2020-03-12,-41,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,107,6892503,0,3,3,64.6512786896295,"United States" 461 | "460","Massachusetts",2020-03-13,-52,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,123,6892503,0,3,3,64.6512786896295,"United States" 462 | "461","Massachusetts",2020-03-14,-41,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,138,6892503,0,3,3,64.6512786896295,"United States" 463 | "462","Massachusetts",2020-03-15,-53,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,138,6892503,0,3,3,64.6512786896295,"United States" 464 | "463","Massachusetts",2020-03-16,-76,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,187,6892503,0,3,3,64.6512786896295,"United States" 465 | "464","Massachusetts",2020-03-17,-100,1,"MA","8257","1",20882,5814,4755,1.1,71.83,3.3,58.5,103,7826,217,6892503,0,3,3,64.6512786896295,"United States" 466 | "465","Michigan",2020-02-18,-12,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 467 | "466","Michigan",2020-02-19,0,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 468 | "467","Michigan",2020-02-20,-9,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 469 | "468","Michigan",2020-02-21,-12,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 470 | "469","Michigan",2020-02-22,0,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 471 | "470","Michigan",2020-02-23,18,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 472 | "471","Michigan",2020-02-24,1,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 473 | "472","Michigan",2020-02-25,-8,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 474 | "473","Michigan",2020-02-26,-27,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 475 | "474","Michigan",2020-02-27,-19,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 476 | "475","Michigan",2020-02-28,-12,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 477 | "476","Michigan",2020-02-29,-6,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 478 | "477","Michigan",2020-03-01,-4,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 479 | "478","Michigan",2020-03-02,4,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 480 | "479","Michigan",2020-03-03,-13,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 481 | "480","Michigan",2020-03-04,-1,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 482 | "481","Michigan",2020-03-05,-4,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,0,3,49.8823317830385,"United States" 483 | "482","Michigan",2020-03-06,-9,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,1,3,49.8823317830385,"United States" 484 | "483","Michigan",2020-03-07,6,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,1,3,49.8823317830385,"United States" 485 | "484","Michigan",2020-03-08,1,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,1,3,49.8823317830385,"United States" 486 | "485","Michigan",2020-03-09,-14,0,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,2,3,49.8823317830385,"United States" 487 | "486","Michigan",2020-03-10,-10,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,0,9986857,0,2,3,49.8823317830385,"United States" 488 | "487","Michigan",2020-03-11,-18,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,2,9986857,0,2,3,49.8823317830385,"United States" 489 | "488","Michigan",2020-03-12,-21,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,2,9986857,0,3,3,49.8823317830385,"United States" 490 | "489","Michigan",2020-03-13,-43,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,16,9986857,0,3,3,49.8823317830385,"United States" 491 | "490","Michigan",2020-03-14,-49,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,25,9986857,0,3,3,49.8823317830385,"United States" 492 | "491","Michigan",2020-03-15,-54,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,32,9986857,0,3,3,49.8823317830385,"United States" 493 | "492","Michigan",2020-03-16,-78,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,54,9986857,0,3,3,49.8823317830385,"United States" 494 | "493","Michigan",2020-03-17,-100,1,"MI","58216","3",26632,9111,4751,0.9,70.63,11.1,52.8,125,56817,63,9986857,0,3,3,49.8823317830385,"United States" 495 | "494","Minnesota",2020-02-18,-11,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 496 | "495","Minnesota",2020-02-19,51,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 497 | "496","Minnesota",2020-02-20,-15,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 498 | "497","Minnesota",2020-02-21,-9,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 499 | "498","Minnesota",2020-02-22,17,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 500 | "499","Minnesota",2020-02-23,22,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 501 | "500","Minnesota",2020-02-24,2,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 502 | "501","Minnesota",2020-02-25,19,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 503 | "502","Minnesota",2020-02-26,-1,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 504 | "503","Minnesota",2020-02-27,7,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 505 | "504","Minnesota",2020-02-28,33,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 506 | "505","Minnesota",2020-02-29,1,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 507 | "506","Minnesota",2020-03-01,-1,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 508 | "507","Minnesota",2020-03-02,-9,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 509 | "508","Minnesota",2020-03-03,-2,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 510 | "509","Minnesota",2020-03-04,-3,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 511 | "510","Minnesota",2020-03-05,-17,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,0,5639632,0,0,1,50.8318569336153,"United States" 512 | "511","Minnesota",2020-03-06,-12,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,1,5639632,0,0,1,50.8318569336153,"United States" 513 | "512","Minnesota",2020-03-07,59,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,1,5639632,0,0,1,50.8318569336153,"United States" 514 | "513","Minnesota",2020-03-08,13,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,1,5639632,0,0,1,50.8318569336153,"United States" 515 | "514","Minnesota",2020-03-09,-17,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,2,5639632,0,0,1,50.8318569336153,"United States" 516 | "515","Minnesota",2020-03-10,-12,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,2,5639632,0,0,1,50.8318569336153,"United States" 517 | "516","Minnesota",2020-03-11,-18,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,5,5639632,0,0,1,50.8318569336153,"United States" 518 | "517","Minnesota",2020-03-12,-24,0,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,9,5639632,0,1,1,50.8318569336153,"United States" 519 | "518","Minnesota",2020-03-13,-30,1,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,14,5639632,0,1,1,50.8318569336153,"United States" 520 | "519","Minnesota",2020-03-14,-43,1,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,21,5639632,0,1,1,50.8318569336153,"United States" 521 | "520","Minnesota",2020-03-15,-51,1,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,21,5639632,0,1,1,50.8318569336153,"United States" 522 | "521","Minnesota",2020-03-16,-72,1,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,53,5639632,0,1,1,50.8318569336153,"United States" 523 | "522","Minnesota",2020-03-17,-98,1,"MN","84068","3",15778,3921,4675,0.6,72.96,2.3,57.6,160,79289,59,5639632,0,1,1,50.8318569336153,"United States" 524 | "523","Missouri",2020-02-18,32,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 525 | "524","Missouri",2020-02-19,17,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 526 | "525","Missouri",2020-02-20,-1,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 527 | "526","Missouri",2020-02-21,3,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 528 | "527","Missouri",2020-02-22,1,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 529 | "528","Missouri",2020-02-23,-3,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 530 | "529","Missouri",2020-02-24,-7,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 531 | "530","Missouri",2020-02-25,-2,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 532 | "531","Missouri",2020-02-26,-11,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 533 | "532","Missouri",2020-02-27,-8,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 534 | "533","Missouri",2020-02-28,-13,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 535 | "534","Missouri",2020-02-29,2,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 536 | "535","Missouri",2020-03-01,72,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 537 | "536","Missouri",2020-03-02,8,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 538 | "537","Missouri",2020-03-03,0,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 539 | "538","Missouri",2020-03-04,-3,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 540 | "539","Missouri",2020-03-05,4,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,0,6,40.1814390044339,"United States" 541 | "540","Missouri",2020-03-06,0,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,1,6,40.1814390044339,"United States" 542 | "541","Missouri",2020-03-07,-5,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,0,6626371,0,1,6,40.1814390044339,"United States" 543 | "542","Missouri",2020-03-08,-10,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,1,6626371,0,1,6,40.1814390044339,"United States" 544 | "543","Missouri",2020-03-09,-13,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,1,6626371,0,2,6,40.1814390044339,"United States" 545 | "544","Missouri",2020-03-10,-10,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,1,6626371,0,2,6,40.1814390044339,"United States" 546 | "545","Missouri",2020-03-11,-12,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,1,6626371,0,2,6,40.1814390044339,"United States" 547 | "546","Missouri",2020-03-12,-25,0,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,2,6626371,0,4,6,40.1814390044339,"United States" 548 | "547","Missouri",2020-03-13,-29,1,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,4,6626371,0,5,6,40.1814390044339,"United States" 549 | "548","Missouri",2020-03-14,-42,1,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,4,6626371,0,5,6,40.1814390044339,"United States" 550 | "549","Missouri",2020-03-15,-45,1,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,5,6626371,0,6,6,40.1814390044339,"United States" 551 | "550","Missouri",2020-03-16,-65,1,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,6,6626371,0,6,6,40.1814390044339,"United States" 552 | "551","Missouri",2020-03-17,-88,1,"MO","69686","3",24026,4767,4254,0.8,70.69,9.3,48.8,108,68995,12,6626371,0,6,6,40.1814390044339,"United States" 553 | "552","Nebraska",2020-02-18,30,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 554 | "553","Nebraska",2020-02-19,8,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 555 | "554","Nebraska",2020-02-20,6,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 556 | "555","Nebraska",2020-02-21,-1,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 557 | "556","Nebraska",2020-02-22,163,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 558 | "557","Nebraska",2020-02-23,60,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 559 | "558","Nebraska",2020-02-24,4,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 560 | "559","Nebraska",2020-02-25,3,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 561 | "560","Nebraska",2020-02-26,-16,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 562 | "561","Nebraska",2020-02-27,-6,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 563 | "562","Nebraska",2020-02-28,-15,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 564 | "563","Nebraska",2020-02-29,5,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 565 | "564","Nebraska",2020-03-01,-2,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 566 | "565","Nebraska",2020-03-02,16,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 567 | "566","Nebraska",2020-03-03,-14,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 568 | "567","Nebraska",2020-03-04,1,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 569 | "568","Nebraska",2020-03-05,-1,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,0,1934408,0,0,3,36.4523258868224,"United States" 570 | "569","Nebraska",2020-03-06,-18,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,1,1934408,0,0,3,36.4523258868224,"United States" 571 | "570","Nebraska",2020-03-07,-10,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,1,1934408,0,0,3,36.4523258868224,"United States" 572 | "571","Nebraska",2020-03-08,-4,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,1,1934408,0,0,3,36.4523258868224,"United States" 573 | "572","Nebraska",2020-03-09,-34,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,3,1934408,0,0,3,36.4523258868224,"United States" 574 | "573","Nebraska",2020-03-10,-11,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,3,1934408,0,1,3,36.4523258868224,"United States" 575 | "574","Nebraska",2020-03-11,-16,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,5,1934408,0,1,3,36.4523258868224,"United States" 576 | "575","Nebraska",2020-03-12,-2,0,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,10,1934408,0,2,3,36.4523258868224,"United States" 577 | "576","Nebraska",2020-03-13,-31,1,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,14,1934408,0,3,3,36.4523258868224,"United States" 578 | "577","Nebraska",2020-03-14,-32,1,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,18,1934408,0,3,3,36.4523258868224,"United States" 579 | "578","Nebraska",2020-03-15,-44,1,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,17,1934408,0,3,3,36.4523258868224,"United States" 580 | "579","Nebraska",2020-03-16,-59,1,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,18,1934408,0,3,3,36.4523258868224,"United States" 581 | "580","Nebraska",2020-03-17,-95,1,"NE","77227","3",7394,1544,4508,0.6,72.6,2.9,59.3,139,76483,23,1934408,0,3,3,36.4523258868224,"United States" 582 | "581","Nevada",2020-02-18,-19,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 583 | "582","Nevada",2020-02-19,-18,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 584 | "583","Nevada",2020-02-20,-1,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 585 | "584","Nevada",2020-02-21,1,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 586 | "585","Nevada",2020-02-22,-4,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 587 | "586","Nevada",2020-02-23,8,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 588 | "587","Nevada",2020-02-24,1,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 589 | "588","Nevada",2020-02-25,-1,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 590 | "589","Nevada",2020-02-26,-14,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 591 | "590","Nevada",2020-02-27,-7,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 592 | "591","Nevada",2020-02-28,-6,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 593 | "592","Nevada",2020-02-29,-4,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 594 | "593","Nevada",2020-03-01,-15,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 595 | "594","Nevada",2020-03-02,-28,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 596 | "595","Nevada",2020-03-03,-27,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,0,4,51.2937094199852,"United States" 597 | "596","Nevada",2020-03-04,-11,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,0,3080156,0,1,4,51.2937094199852,"United States" 598 | "597","Nevada",2020-03-05,-10,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,1,3080156,0,1,4,51.2937094199852,"United States" 599 | "598","Nevada",2020-03-06,-6,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,2,3080156,0,2,4,51.2937094199852,"United States" 600 | "599","Nevada",2020-03-07,-6,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,2,3080156,0,2,4,51.2937094199852,"United States" 601 | "600","Nevada",2020-03-08,-7,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,4,3080156,0,3,4,51.2937094199852,"United States" 602 | "601","Nevada",2020-03-09,-11,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,4,3080156,0,3,4,51.2937094199852,"United States" 603 | "602","Nevada",2020-03-10,-18,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,4,3080156,0,3,4,51.2937094199852,"United States" 604 | "603","Nevada",2020-03-11,-12,0,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,7,3080156,0,4,4,51.2937094199852,"United States" 605 | "604","Nevada",2020-03-12,-21,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,10,3080156,0,4,4,51.2937094199852,"United States" 606 | "605","Nevada",2020-03-13,-31,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,18,3080156,0,4,4,51.2937094199852,"United States" 607 | "606","Nevada",2020-03-14,-40,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,20,3080156,0,4,4,51.2937094199852,"United States" 608 | "607","Nevada",2020-03-15,-37,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,20,3080156,0,4,4,51.2937094199852,"United States" 609 | "608","Nevada",2020-03-16,-69,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,45,3080156,1,4,4,51.2937094199852,"United States" 610 | "609","Nevada",2020-03-17,-94,1,"NV","110540","4",7771,590,5149,0.5,69.03,11.5,65.2,188,109889,55,3080156,1,4,4,51.2937094199852,"United States" 611 | "610","New Jersey",2020-02-18,3,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 612 | "611","New Jersey",2020-02-19,70,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 613 | "612","New Jersey",2020-02-20,-4,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 614 | "613","New Jersey",2020-02-21,-2,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 615 | "614","New Jersey",2020-02-22,3,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 616 | "615","New Jersey",2020-02-23,12,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 617 | "616","New Jersey",2020-02-24,6,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 618 | "617","New Jersey",2020-02-25,-7,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 619 | "618","New Jersey",2020-02-26,-9,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 620 | "619","New Jersey",2020-02-27,-8,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 621 | "620","New Jersey",2020-02-28,1,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 622 | "621","New Jersey",2020-02-29,3,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 623 | "622","New Jersey",2020-03-01,10,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 624 | "623","New Jersey",2020-03-02,-5,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 625 | "624","New Jersey",2020-03-03,-12,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 626 | "625","New Jersey",2020-03-04,-2,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,0,8882190,0,0,2,57.2841901429013,"United States" 627 | "626","New Jersey",2020-03-05,-4,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,2,8882190,0,0,2,57.2841901429013,"United States" 628 | "627","New Jersey",2020-03-06,-16,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,2,8882190,0,1,2,57.2841901429013,"United States" 629 | "628","New Jersey",2020-03-07,-6,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,4,8882190,0,2,2,57.2841901429013,"United States" 630 | "629","New Jersey",2020-03-08,10,0,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,5,8882190,0,2,2,57.2841901429013,"United States" 631 | "630","New Jersey",2020-03-09,12,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,5,8882190,0,2,2,57.2841901429013,"United States" 632 | "631","New Jersey",2020-03-10,-4,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,15,8882190,1,2,2,57.2841901429013,"United States" 633 | "632","New Jersey",2020-03-11,-14,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,23,8882190,1,2,2,57.2841901429013,"United States" 634 | "633","New Jersey",2020-03-12,-26,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,29,8882190,1,2,2,57.2841901429013,"United States" 635 | "634","New Jersey",2020-03-13,-40,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,49,8882190,1,2,2,57.2841901429013,"United States" 636 | "635","New Jersey",2020-03-14,-44,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,69,8882190,1,2,2,57.2841901429013,"United States" 637 | "636","New Jersey",2020-03-15,-56,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,72,8882190,2,2,2,57.2841901429013,"United States" 638 | "637","New Jersey",2020-03-16,-72,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,176,8882190,2,2,2,57.2841901429013,"United States" 639 | "638","New Jersey",2020-03-17,-100,1,"NJ","7836","1",31359,7333,5237,1.1,70.93,5.2,52.5,115,7521,250,8882190,3,2,2,57.2841901429013,"United States" 640 | "639","New Mexico",2020-02-18,18,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 641 | "640","New Mexico",2020-02-19,-3,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 642 | "641","New Mexico",2020-02-20,5,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 643 | "642","New Mexico",2020-02-21,8,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 644 | "643","New Mexico",2020-02-22,-4,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 645 | "644","New Mexico",2020-02-23,3,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 646 | "645","New Mexico",2020-02-24,-3,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 647 | "646","New Mexico",2020-02-25,-4,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 648 | "647","New Mexico",2020-02-26,17,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 649 | "648","New Mexico",2020-02-27,3,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 650 | "649","New Mexico",2020-02-28,4,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 651 | "650","New Mexico",2020-02-29,4,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 652 | "651","New Mexico",2020-03-01,-2,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 653 | "652","New Mexico",2020-03-02,-4,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 654 | "653","New Mexico",2020-03-03,-7,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 655 | "654","New Mexico",2020-03-04,-12,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 656 | "655","New Mexico",2020-03-05,-19,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,0,5,54.6507949343241,"United States" 657 | "656","New Mexico",2020-03-06,-2,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,1,5,54.6507949343241,"United States" 658 | "657","New Mexico",2020-03-07,-10,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,1,5,54.6507949343241,"United States" 659 | "658","New Mexico",2020-03-08,-21,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,1,5,54.6507949343241,"United States" 660 | "659","New Mexico",2020-03-09,0,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,1,5,54.6507949343241,"United States" 661 | "660","New Mexico",2020-03-10,7,0,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,0,2096829,0,2,5,54.6507949343241,"United States" 662 | "661","New Mexico",2020-03-11,2,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,3,2096829,0,3,5,54.6507949343241,"United States" 663 | "662","New Mexico",2020-03-12,-10,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,5,2096829,0,3,5,54.6507949343241,"United States" 664 | "663","New Mexico",2020-03-13,-35,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,10,2096829,0,4,5,54.6507949343241,"United States" 665 | "664","New Mexico",2020-03-14,-40,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,13,2096829,0,4,5,54.6507949343241,"United States" 666 | "665","New Mexico",2020-03-15,-44,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,13,2096829,0,5,5,54.6507949343241,"United States" 667 | "666","New Mexico",2020-03-16,-47,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,21,2096829,0,5,5,54.6507949343241,"United States" 668 | "667","New Mexico",2020-03-17,-79,1,"NM","121666","4",5132,1144,3601,2.2,70.32,9.7,55.2,120,121412,23,2096829,0,5,5,54.6507949343241,"United States" 669 | "668","New York",2020-02-18,-1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 670 | "669","New York",2020-02-19,11,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 671 | "670","New York",2020-02-20,1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 672 | "671","New York",2020-02-21,-4,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 673 | "672","New York",2020-02-22,1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 674 | "673","New York",2020-02-23,13,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 675 | "674","New York",2020-02-24,6,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 676 | "675","New York",2020-02-25,1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 677 | "676","New York",2020-02-26,-1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 678 | "677","New York",2020-02-27,-5,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 679 | "678","New York",2020-02-28,-2,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 680 | "679","New York",2020-02-29,-1,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 681 | "680","New York",2020-03-01,0,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,0,23628065,0,0,4,61.7694747092256,"United States" 682 | "681","New York",2020-03-02,-7,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,1,23628065,0,0,4,61.7694747092256,"United States" 683 | "682","New York",2020-03-03,-11,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,2,23628065,0,0,4,61.7694747092256,"United States" 684 | "683","New York",2020-03-04,-9,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,11,23628065,0,0,4,61.7694747092256,"United States" 685 | "684","New York",2020-03-05,-8,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,23,23628065,0,0,4,61.7694747092256,"United States" 686 | "685","New York",2020-03-06,-14,0,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,31,23628065,0,1,4,61.7694747092256,"United States" 687 | "686","New York",2020-03-07,-10,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,76,23628065,0,1,4,61.7694747092256,"United States" 688 | "687","New York",2020-03-08,-2,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,106,23628065,0,1,4,61.7694747092256,"United States" 689 | "688","New York",2020-03-09,-15,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,142,23628065,0,2,4,61.7694747092256,"United States" 690 | "689","New York",2020-03-10,-27,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,150,23628065,0,4,4,61.7694747092256,"United States" 691 | "690","New York",2020-03-11,-32,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,220,23628065,0,4,4,61.7694747092256,"United States" 692 | "691","New York",2020-03-12,-49,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,327,23628065,0,4,4,61.7694747092256,"United States" 693 | "692","New York",2020-03-13,-54,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,421,23628065,0,4,4,61.7694747092256,"United States" 694 | "693","New York",2020-03-14,-36,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,613,23628065,2,4,4,61.7694747092256,"United States" 695 | "694","New York",2020-03-15,-47,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,615,23628065,2,4,4,61.7694747092256,"United States" 696 | "695","New York",2020-03-16,-58,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,967,23628065,10,4,4,61.7694747092256,"United States" 697 | "696","New York",2020-03-17,-88,1,"NY","49576","1",57083,18076,4903,1.4,70.55,10.9,52.7,82,47831,1578,23628065,13,4,4,61.7694747092256,"United States" 698 | "697","North Carolina",2020-02-18,4,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 699 | "698","North Carolina",2020-02-19,1,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 700 | "699","North Carolina",2020-02-20,-30,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 701 | "700","North Carolina",2020-02-21,-1,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 702 | "701","North Carolina",2020-02-22,4,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 703 | "702","North Carolina",2020-02-23,2,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 704 | "703","North Carolina",2020-02-24,-9,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 705 | "704","North Carolina",2020-02-25,1,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 706 | "705","North Carolina",2020-02-26,5,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 707 | "706","North Carolina",2020-02-27,-1,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 708 | "707","North Carolina",2020-02-28,3,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 709 | "708","North Carolina",2020-02-29,-3,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 710 | "709","North Carolina",2020-03-01,2,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 711 | "710","North Carolina",2020-03-02,-7,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,0,10488084,0,0,4,48.0962541962813,"United States" 712 | "711","North Carolina",2020-03-03,-9,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,1,10488084,0,0,4,48.0962541962813,"United States" 713 | "712","North Carolina",2020-03-04,-4,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,1,10488084,0,0,4,48.0962541962813,"United States" 714 | "713","North Carolina",2020-03-05,-7,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,1,10488084,0,0,4,48.0962541962813,"United States" 715 | "714","North Carolina",2020-03-06,-1,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,2,10488084,0,0,4,48.0962541962813,"United States" 716 | "715","North Carolina",2020-03-07,-2,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,2,10488084,0,0,4,48.0962541962813,"United States" 717 | "716","North Carolina",2020-03-08,-7,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,2,10488084,0,0,4,48.0962541962813,"United States" 718 | "717","North Carolina",2020-03-09,-4,0,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,2,10488084,0,0,4,48.0962541962813,"United States" 719 | "718","North Carolina",2020-03-10,-9,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,7,10488084,0,0,4,48.0962541962813,"United States" 720 | "719","North Carolina",2020-03-11,-14,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,7,10488084,0,0,4,48.0962541962813,"United States" 721 | "720","North Carolina",2020-03-12,-22,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,15,10488084,0,2,4,48.0962541962813,"United States" 722 | "721","North Carolina",2020-03-13,-28,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,17,10488084,0,3,4,48.0962541962813,"United States" 723 | "722","North Carolina",2020-03-14,-56,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,25,10488084,0,4,4,48.0962541962813,"United States" 724 | "723","North Carolina",2020-03-15,-63,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,32,10488084,0,4,4,48.0962541962813,"United States" 725 | "724","North Carolina",2020-03-16,-75,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,39,10488084,0,4,4,48.0962541962813,"United States" 726 | "725","North Carolina",2020-03-17,-93,1,"NC","52586","2",27175,5441,3875,1.8,69.21,11.1,38.5,80,48798,64,10488084,0,4,4,48.0962541962813,"United States" 727 | "726","Ohio",2020-02-18,-8,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 728 | "727","Ohio",2020-02-19,1,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 729 | "728","Ohio",2020-02-20,-5,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 730 | "729","Ohio",2020-02-21,-7,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 731 | "730","Ohio",2020-02-22,-7,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 732 | "731","Ohio",2020-02-23,0,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 733 | "732","Ohio",2020-02-24,-8,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 734 | "733","Ohio",2020-02-25,-6,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 735 | "734","Ohio",2020-02-26,-22,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 736 | "735","Ohio",2020-02-27,-13,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 737 | "736","Ohio",2020-02-28,-15,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 738 | "737","Ohio",2020-02-29,-12,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 739 | "738","Ohio",2020-03-01,6,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 740 | "739","Ohio",2020-03-02,-7,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 741 | "740","Ohio",2020-03-03,-10,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 742 | "741","Ohio",2020-03-04,-6,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 743 | "742","Ohio",2020-03-05,-8,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,0,4,45.7323154228641,"United States" 744 | "743","Ohio",2020-03-06,-13,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,3,4,45.7323154228641,"United States" 745 | "744","Ohio",2020-03-07,-6,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,3,4,45.7323154228641,"United States" 746 | "745","Ohio",2020-03-08,-6,0,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,3,4,45.7323154228641,"United States" 747 | "746","Ohio",2020-03-09,-19,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,0,11689100,0,3,4,45.7323154228641,"United States" 748 | "747","Ohio",2020-03-10,-19,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,3,11689100,0,4,4,45.7323154228641,"United States" 749 | "748","Ohio",2020-03-11,-19,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,4,11689100,0,4,4,45.7323154228641,"United States" 750 | "749","Ohio",2020-03-12,-29,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,5,11689100,0,4,4,45.7323154228641,"United States" 751 | "750","Ohio",2020-03-13,-37,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,12,11689100,0,4,4,45.7323154228641,"United States" 752 | "751","Ohio",2020-03-14,-51,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,26,11689100,0,4,4,45.7323154228641,"United States" 753 | "752","Ohio",2020-03-15,-51,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,30,11689100,0,4,4,45.7323154228641,"United States" 754 | "753","Ohio",2020-03-16,-100,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,50,11689100,0,4,4,45.7323154228641,"United States" 755 | "754","Ohio",2020-03-17,-100,1,"OH","41222","3",49177,10735,4561,0.8,70.82,7.4,53.2,124,40975,67,11689100,0,4,4,45.7323154228641,"United States" 756 | "755","Oklahoma",2020-02-18,51,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 757 | "756","Oklahoma",2020-02-19,13,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 758 | "757","Oklahoma",2020-02-20,-4,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 759 | "758","Oklahoma",2020-02-21,4,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 760 | "759","Oklahoma",2020-02-22,-2,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 761 | "760","Oklahoma",2020-02-23,-8,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 762 | "761","Oklahoma",2020-02-24,-5,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 763 | "762","Oklahoma",2020-02-25,3,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 764 | "763","Oklahoma",2020-02-26,40,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 765 | "764","Oklahoma",2020-02-27,1,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 766 | "765","Oklahoma",2020-02-28,2,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 767 | "766","Oklahoma",2020-02-29,8,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 768 | "767","Oklahoma",2020-03-01,40,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 769 | "768","Oklahoma",2020-03-02,-12,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 770 | "769","Oklahoma",2020-03-03,5,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 771 | "770","Oklahoma",2020-03-04,0,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 772 | "771","Oklahoma",2020-03-05,3,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 773 | "772","Oklahoma",2020-03-06,2,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,0,3956971,0,0,5,30.6952627616719,"United States" 774 | "773","Oklahoma",2020-03-07,0,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,1,3956971,0,0,5,30.6952627616719,"United States" 775 | "774","Oklahoma",2020-03-08,-10,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,1,3956971,0,0,5,30.6952627616719,"United States" 776 | "775","Oklahoma",2020-03-09,0,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,1,3956971,0,0,5,30.6952627616719,"United States" 777 | "776","Oklahoma",2020-03-10,-4,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,2,3956971,0,1,5,30.6952627616719,"United States" 778 | "777","Oklahoma",2020-03-11,-7,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,2,3956971,0,2,5,30.6952627616719,"United States" 779 | "778","Oklahoma",2020-03-12,1,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,3,3956971,0,3,5,30.6952627616719,"United States" 780 | "779","Oklahoma",2020-03-13,-20,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,3,3956971,0,5,5,30.6952627616719,"United States" 781 | "780","Oklahoma",2020-03-14,-29,0,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,4,3956971,0,5,5,30.6952627616719,"United States" 782 | "781","Oklahoma",2020-03-15,-31,1,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,4,3956971,0,5,5,30.6952627616719,"United States" 783 | "782","Oklahoma",2020-03-16,-53,1,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,10,3956971,0,5,5,30.6952627616719,"United States" 784 | "783","Oklahoma",2020-03-17,-83,1,"OK","69919","2",15177,2715,3983,1.1,71.42,6.4,51.6,82,68782,17,3956971,0,5,5,30.6952627616719,"United States" 785 | "784","Oregon",2020-02-18,4,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 786 | "785","Oregon",2020-02-19,-1,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 787 | "786","Oregon",2020-02-20,4,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 788 | "787","Oregon",2020-02-21,9,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 789 | "788","Oregon",2020-02-22,7,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 790 | "789","Oregon",2020-02-23,20,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 791 | "790","Oregon",2020-02-24,12,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 792 | "791","Oregon",2020-02-25,-1,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 793 | "792","Oregon",2020-02-26,15,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 794 | "793","Oregon",2020-02-27,3,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 795 | "794","Oregon",2020-02-28,-3,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,0,4217737,0,0,3,56.1558389450544,"United States" 796 | "795","Oregon",2020-02-29,3,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,1,4217737,0,1,3,56.1558389450544,"United States" 797 | "796","Oregon",2020-03-01,6,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,1,4217737,0,1,3,56.1558389450544,"United States" 798 | "797","Oregon",2020-03-02,8,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,3,4217737,0,1,3,56.1558389450544,"United States" 799 | "798","Oregon",2020-03-03,-8,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,3,4217737,0,1,3,56.1558389450544,"United States" 800 | "799","Oregon",2020-03-04,-3,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,3,4217737,0,2,3,56.1558389450544,"United States" 801 | "800","Oregon",2020-03-05,-3,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,3,4217737,0,2,3,56.1558389450544,"United States" 802 | "801","Oregon",2020-03-06,-4,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,3,4217737,0,2,3,56.1558389450544,"United States" 803 | "802","Oregon",2020-03-07,-7,0,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,6,4217737,0,2,3,56.1558389450544,"United States" 804 | "803","Oregon",2020-03-08,0,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,14,4217737,0,2,3,56.1558389450544,"United States" 805 | "804","Oregon",2020-03-09,-15,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,14,4217737,0,2,3,56.1558389450544,"United States" 806 | "805","Oregon",2020-03-10,-13,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,14,4217737,0,2,3,56.1558389450544,"United States" 807 | "806","Oregon",2020-03-11,-22,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,19,4217737,0,2,3,56.1558389450544,"United States" 808 | "807","Oregon",2020-03-12,-33,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,24,4217737,0,3,3,56.1558389450544,"United States" 809 | "808","Oregon",2020-03-13,-40,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,30,4217737,0,3,3,56.1558389450544,"United States" 810 | "809","Oregon",2020-03-14,-47,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,36,4217737,0,3,3,56.1558389450544,"United States" 811 | "810","Oregon",2020-03-15,-55,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,36,4217737,1,3,3,56.1558389450544,"United States" 812 | "811","Oregon",2020-03-16,-61,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,39,4217737,1,3,3,56.1558389450544,"United States" 813 | "812","Oregon",2020-03-17,-99,1,"OR","96981","4",7624,2284,4660,0.6,72.13,4.2,60,44,96184,66,4217737,1,3,3,56.1558389450544,"United States" 814 | "813","Pennsylvania",2020-02-18,3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 815 | "814","Pennsylvania",2020-02-19,63,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 816 | "815","Pennsylvania",2020-02-20,0,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 817 | "816","Pennsylvania",2020-02-21,-3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 818 | "817","Pennsylvania",2020-02-22,1,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 819 | "818","Pennsylvania",2020-02-23,3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 820 | "819","Pennsylvania",2020-02-24,0,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 821 | "820","Pennsylvania",2020-02-25,-5,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 822 | "821","Pennsylvania",2020-02-26,-3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 823 | "822","Pennsylvania",2020-02-27,-3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 824 | "823","Pennsylvania",2020-02-28,1,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 825 | "824","Pennsylvania",2020-02-29,1,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 826 | "825","Pennsylvania",2020-03-01,30,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 827 | "826","Pennsylvania",2020-03-02,3,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 828 | "827","Pennsylvania",2020-03-03,-6,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 829 | "828","Pennsylvania",2020-03-04,0,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,0,4,49.6244641925098,"United States" 830 | "829","Pennsylvania",2020-03-05,2,0,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,0,12801989,0,1,4,49.6244641925098,"United States" 831 | "830","Pennsylvania",2020-03-06,-9,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,2,12801989,0,1,4,49.6244641925098,"United States" 832 | "831","Pennsylvania",2020-03-07,-3,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,2,12801989,0,2,4,49.6244641925098,"United States" 833 | "832","Pennsylvania",2020-03-08,2,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,6,12801989,0,2,4,49.6244641925098,"United States" 834 | "833","Pennsylvania",2020-03-09,-7,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,7,12801989,0,4,4,49.6244641925098,"United States" 835 | "834","Pennsylvania",2020-03-10,-18,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,12,12801989,0,4,4,49.6244641925098,"United States" 836 | "835","Pennsylvania",2020-03-11,-17,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,16,12801989,0,4,4,49.6244641925098,"United States" 837 | "836","Pennsylvania",2020-03-12,-35,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,22,12801989,0,4,4,49.6244641925098,"United States" 838 | "837","Pennsylvania",2020-03-13,-44,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,41,12801989,0,4,4,49.6244641925098,"United States" 839 | "838","Pennsylvania",2020-03-14,-51,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,47,12801989,0,4,4,49.6244641925098,"United States" 840 | "839","Pennsylvania",2020-03-15,-56,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,47,12801989,0,4,4,49.6244641925098,"United States" 841 | "840","Pennsylvania",2020-03-16,-68,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,79,12801989,0,4,4,49.6244641925098,"United States" 842 | "841","Pennsylvania",2020-03-17,-100,1,"PA","45333","1",46167,11860,4449,1,70.43,6.1,50.2,126,44966,112,12801989,0,4,4,49.6244641925098,"United States" 843 | "842","Rhode Island",2020-02-18,8,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 844 | "843","Rhode Island",2020-02-19,0,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 845 | "844","Rhode Island",2020-02-20,7,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 846 | "845","Rhode Island",2020-02-21,-15,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 847 | "846","Rhode Island",2020-02-22,-6,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 848 | "847","Rhode Island",2020-02-23,24,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 849 | "848","Rhode Island",2020-02-24,14,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 850 | "849","Rhode Island",2020-02-25,-13,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 851 | "850","Rhode Island",2020-02-26,-13,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 852 | "851","Rhode Island",2020-02-27,-9,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 853 | "852","Rhode Island",2020-02-28,-2,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 854 | "853","Rhode Island",2020-02-29,21,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,0,1059361,0,0,2,58.3107040926598,"United States" 855 | "854","Rhode Island",2020-03-01,-11,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,1,1059361,0,0,2,58.3107040926598,"United States" 856 | "855","Rhode Island",2020-03-02,18,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,2,1059361,0,0,2,58.3107040926598,"United States" 857 | "856","Rhode Island",2020-03-03,-1,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,2,1059361,0,0,2,58.3107040926598,"United States" 858 | "857","Rhode Island",2020-03-04,7,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,2,1059361,0,0,2,58.3107040926598,"United States" 859 | "858","Rhode Island",2020-03-05,-12,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,2,1059361,0,0,2,58.3107040926598,"United States" 860 | "859","Rhode Island",2020-03-06,-2,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,2,1059361,0,0,2,58.3107040926598,"United States" 861 | "860","Rhode Island",2020-03-07,-7,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,3,1059361,0,0,2,58.3107040926598,"United States" 862 | "861","Rhode Island",2020-03-08,26,0,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,3,1059361,0,0,2,58.3107040926598,"United States" 863 | "862","Rhode Island",2020-03-09,17,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,3,1059361,0,0,2,58.3107040926598,"United States" 864 | "863","Rhode Island",2020-03-10,-16,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,3,1059361,0,2,2,58.3107040926598,"United States" 865 | "864","Rhode Island",2020-03-11,-15,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,5,1059361,0,2,2,58.3107040926598,"United States" 866 | "865","Rhode Island",2020-03-12,-31,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,3,1059361,0,2,2,58.3107040926598,"United States" 867 | "866","Rhode Island",2020-03-13,-41,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,12,1059361,0,2,2,58.3107040926598,"United States" 868 | "867","Rhode Island",2020-03-14,-48,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,20,1059361,0,2,2,58.3107040926598,"United States" 869 | "868","Rhode Island",2020-03-15,-50,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,20,1059361,0,2,2,58.3107040926598,"United States" 870 | "869","Rhode Island",2020-03-16,-53,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,21,1059361,0,2,2,58.3107040926598,"United States" 871 | "870","Rhode Island",2020-03-17,-100,1,"RI","1214","1",3985,931,4558,1.3,71.9,2.4,46.4,127,1049,23,1059361,0,2,2,58.3107040926598,"United States" 872 | "871","South Carolina",2020-02-18,8,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 873 | "872","South Carolina",2020-02-19,-2,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 874 | "873","South Carolina",2020-02-20,-11,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 875 | "874","South Carolina",2020-02-21,0,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 876 | "875","South Carolina",2020-02-22,10,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 877 | "876","South Carolina",2020-02-23,4,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 878 | "877","South Carolina",2020-02-24,3,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 879 | "878","South Carolina",2020-02-25,2,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 880 | "879","South Carolina",2020-02-26,6,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 881 | "880","South Carolina",2020-02-27,8,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 882 | "881","South Carolina",2020-02-28,11,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 883 | "882","South Carolina",2020-02-29,5,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 884 | "883","South Carolina",2020-03-01,8,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 885 | "884","South Carolina",2020-03-02,1,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 886 | "885","South Carolina",2020-03-03,-8,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 887 | "886","South Carolina",2020-03-04,-7,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 888 | "887","South Carolina",2020-03-05,-7,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 889 | "888","South Carolina",2020-03-06,3,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,0,5148714,0,0,2,42.539743639476,"United States" 890 | "889","South Carolina",2020-03-07,3,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,2,5148714,0,0,2,42.539743639476,"United States" 891 | "890","South Carolina",2020-03-08,-5,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,2,5148714,0,0,2,42.539743639476,"United States" 892 | "891","South Carolina",2020-03-09,-7,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,3,5148714,0,0,2,42.539743639476,"United States" 893 | "892","South Carolina",2020-03-10,-14,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,7,5148714,0,1,2,42.539743639476,"United States" 894 | "893","South Carolina",2020-03-11,-7,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,10,5148714,0,1,2,42.539743639476,"United States" 895 | "894","South Carolina",2020-03-12,-16,0,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,7,5148714,0,1,2,42.539743639476,"United States" 896 | "895","South Carolina",2020-03-13,-19,1,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,8,5148714,0,1,2,42.539743639476,"United States" 897 | "896","South Carolina",2020-03-14,-21,1,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,19,5148714,0,2,2,42.539743639476,"United States" 898 | "897","South Carolina",2020-03-15,-31,1,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,19,5148714,0,2,2,42.539743639476,"United States" 899 | "898","South Carolina",2020-03-16,-48,1,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,30,5148714,1,2,2,42.539743639476,"United States" 900 | "899","South Carolina",2020-03-17,-70,1,"SC","31055","2",15056,2816,3635,2.3,67.96,11.6,37.8,65,30225,47,5148714,1,2,2,42.539743639476,"United States" 901 | "900","Tennessee",2020-02-18,1,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 902 | "901","Tennessee",2020-02-19,8,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 903 | "902","Tennessee",2020-02-20,-9,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 904 | "903","Tennessee",2020-02-21,3,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 905 | "904","Tennessee",2020-02-22,7,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 906 | "905","Tennessee",2020-02-23,-14,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 907 | "906","Tennessee",2020-02-24,-9,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 908 | "907","Tennessee",2020-02-25,-7,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 909 | "908","Tennessee",2020-02-26,-11,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 910 | "909","Tennessee",2020-02-27,-1,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 911 | "910","Tennessee",2020-02-28,0,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 912 | "911","Tennessee",2020-02-29,-2,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 913 | "912","Tennessee",2020-03-01,-6,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 914 | "913","Tennessee",2020-03-02,-6,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 915 | "914","Tennessee",2020-03-03,-16,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 916 | "915","Tennessee",2020-03-04,-1,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,0,6829174,0,0,6,36.375656954738,"United States" 917 | "916","Tennessee",2020-03-05,-4,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,1,6829174,0,0,6,36.375656954738,"United States" 918 | "917","Tennessee",2020-03-06,-1,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,1,6829174,0,1,6,36.375656954738,"United States" 919 | "918","Tennessee",2020-03-07,2,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,1,6829174,0,1,6,36.375656954738,"United States" 920 | "919","Tennessee",2020-03-08,-7,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,3,6829174,0,1,6,36.375656954738,"United States" 921 | "920","Tennessee",2020-03-09,-17,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,3,6829174,0,1,6,36.375656954738,"United States" 922 | "921","Tennessee",2020-03-10,-16,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,3,6829174,0,2,6,36.375656954738,"United States" 923 | "922","Tennessee",2020-03-11,-22,0,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,9,6829174,0,2,6,36.375656954738,"United States" 924 | "923","Tennessee",2020-03-12,-28,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,18,6829174,0,3,6,36.375656954738,"United States" 925 | "924","Tennessee",2020-03-13,-34,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,26,6829174,0,5,6,36.375656954738,"United States" 926 | "925","Tennessee",2020-03-14,-41,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,32,6829174,0,6,6,36.375656954738,"United States" 927 | "926","Tennessee",2020-03-15,-46,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,32,6829174,0,6,6,36.375656954738,"United States" 928 | "927","Tennessee",2020-03-16,-60,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,52,6829174,0,6,6,36.375656954738,"United States" 929 | "928","Tennessee",2020-03-17,-86,1,"TN","42244","2",25551,4173,3821,1.7,70.11,11,41.8,70,41328,74,6829174,0,6,6,36.375656954738,"United States" 930 | "929","Texas",2020-02-18,0,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 931 | "930","Texas",2020-02-19,-6,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 932 | "931","Texas",2020-02-20,0,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 933 | "932","Texas",2020-02-21,2,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 934 | "933","Texas",2020-02-22,1,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 935 | "934","Texas",2020-02-23,-3,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 936 | "935","Texas",2020-02-24,0,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 937 | "936","Texas",2020-02-25,9,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 938 | "937","Texas",2020-02-26,0,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 939 | "938","Texas",2020-02-27,0,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 940 | "939","Texas",2020-02-28,4,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 941 | "940","Texas",2020-02-29,6,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 942 | "941","Texas",2020-03-01,7,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 943 | "942","Texas",2020-03-02,-2,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 944 | "943","Texas",2020-03-03,-9,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 945 | "944","Texas",2020-03-04,-8,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,0,28995881,0,0,3,45.286774422028,"United States" 946 | "945","Texas",2020-03-05,1,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,3,28995881,0,0,3,45.286774422028,"United States" 947 | "946","Texas",2020-03-06,2,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,4,28995881,0,0,3,45.286774422028,"United States" 948 | "947","Texas",2020-03-07,-3,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,8,28995881,0,0,3,45.286774422028,"United States" 949 | "948","Texas",2020-03-08,-5,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,11,28995881,0,0,3,45.286774422028,"United States" 950 | "949","Texas",2020-03-09,-21,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,13,28995881,0,0,3,45.286774422028,"United States" 951 | "950","Texas",2020-03-10,-14,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,16,28995881,0,0,3,45.286774422028,"United States" 952 | "951","Texas",2020-03-11,-14,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,21,28995881,0,2,3,45.286774422028,"United States" 953 | "952","Texas",2020-03-12,-25,0,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,27,28995881,0,2,3,45.286774422028,"United States" 954 | "953","Texas",2020-03-13,-35,1,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,44,28995881,0,2,3,45.286774422028,"United States" 955 | "954","Texas",2020-03-14,-34,1,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,60,28995881,0,2,3,45.286774422028,"United States" 956 | "955","Texas",2020-03-15,-42,1,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,63,28995881,0,3,3,45.286774422028,"United States" 957 | "956","Texas",2020-03-16,-58,1,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,85,28995881,0,3,3,45.286774422028,"United States" 958 | "957","Texas",2020-03-17,-90,1,"TX","267339","2",91310,12237,4188,2.2,70.9,12.2,47.4,35,262134,110,28995881,1,3,3,45.286774422028,"United States" 959 | "958","Utah",2020-02-18,0,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 960 | "959","Utah",2020-02-19,3,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 961 | "960","Utah",2020-02-20,2,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 962 | "961","Utah",2020-02-21,4,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 963 | "962","Utah",2020-02-22,5,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 964 | "963","Utah",2020-02-23,4,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 965 | "964","Utah",2020-02-24,4,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 966 | "965","Utah",2020-02-25,13,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 967 | "966","Utah",2020-02-26,15,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 968 | "967","Utah",2020-02-27,1,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 969 | "968","Utah",2020-02-28,1,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 970 | "969","Utah",2020-02-29,-1,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 971 | "970","Utah",2020-03-01,-12,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 972 | "971","Utah",2020-03-02,-13,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 973 | "972","Utah",2020-03-03,-6,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 974 | "973","Utah",2020-03-04,-5,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 975 | "974","Utah",2020-03-05,-3,0,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 976 | "975","Utah",2020-03-06,8,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,0,3205958,0,0,4,37.6163417915092,"United States" 977 | "976","Utah",2020-03-07,0,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,1,3205958,0,0,4,37.6163417915092,"United States" 978 | "977","Utah",2020-03-08,-13,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,1,3205958,0,0,4,37.6163417915092,"United States" 979 | "978","Utah",2020-03-09,-18,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,1,3205958,0,0,4,37.6163417915092,"United States" 980 | "979","Utah",2020-03-10,-19,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,2,3205958,0,1,4,37.6163417915092,"United States" 981 | "980","Utah",2020-03-11,-11,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,3,3205958,0,3,4,37.6163417915092,"United States" 982 | "981","Utah",2020-03-12,-19,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,3,3205958,0,4,4,37.6163417915092,"United States" 983 | "982","Utah",2020-03-13,-28,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,9,3205958,0,4,4,37.6163417915092,"United States" 984 | "983","Utah",2020-03-14,-34,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,10,3205958,0,4,4,37.6163417915092,"United States" 985 | "984","Utah",2020-03-15,-53,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,18,3205958,0,4,4,37.6163417915092,"United States" 986 | "985","Utah",2020-03-16,-69,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,28,3205958,0,4,4,37.6163417915092,"United States" 987 | "986","Utah",2020-03-17,-69,1,"UT","84916","4",6110,1203,4022,0.6,72.9,4.5,67.3,137,82096,39,3205958,0,4,4,37.6163417915092,"United States" 988 | "987","Virginia",2020-02-18,6,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 989 | "988","Virginia",2020-02-19,58,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 990 | "989","Virginia",2020-02-20,-1,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 991 | "990","Virginia",2020-02-21,-3,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 992 | "991","Virginia",2020-02-22,6,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 993 | "992","Virginia",2020-02-23,7,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 994 | "993","Virginia",2020-02-24,2,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 995 | "994","Virginia",2020-02-25,2,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 996 | "995","Virginia",2020-02-26,-5,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 997 | "996","Virginia",2020-02-27,-3,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 998 | "997","Virginia",2020-02-28,8,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 999 | "998","Virginia",2020-02-29,-3,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 1000 | "999","Virginia",2020-03-01,14,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 1001 | "1000","Virginia",2020-03-02,-4,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 1002 | "1001","Virginia",2020-03-03,-1,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 1003 | "1002","Virginia",2020-03-04,-1,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,0,5,52.8263762771547,"United States" 1004 | "1003","Virginia",2020-03-05,-2,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,1,5,52.8263762771547,"United States" 1005 | "1004","Virginia",2020-03-06,5,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,2,5,52.8263762771547,"United States" 1006 | "1005","Virginia",2020-03-07,2,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,0,8535519,0,2,5,52.8263762771547,"United States" 1007 | "1006","Virginia",2020-03-08,3,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,2,8535519,0,2,5,52.8263762771547,"United States" 1008 | "1007","Virginia",2020-03-09,-4,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,2,8535519,0,2,5,52.8263762771547,"United States" 1009 | "1008","Virginia",2020-03-10,-13,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,8,8535519,0,3,5,52.8263762771547,"United States" 1010 | "1009","Virginia",2020-03-11,-23,0,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,9,8535519,0,4,5,52.8263762771547,"United States" 1011 | "1010","Virginia",2020-03-12,-34,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,12,8535519,0,5,5,52.8263762771547,"United States" 1012 | "1011","Virginia",2020-03-13,-34,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,27,8535519,0,5,5,52.8263762771547,"United States" 1013 | "1012","Virginia",2020-03-14,-39,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,37,8535519,1,5,5,52.8263762771547,"United States" 1014 | "1013","Virginia",2020-03-15,-50,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,37,8535519,1,5,5,52.8263762771547,"United States" 1015 | "1014","Virginia",2020-03-16,-65,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,49,8535519,2,5,5,52.8263762771547,"United States" 1016 | "1015","Virginia",2020-03-17,-90,1,"VA","40815","2",22196,4981,4701,1.4,70.08,9.5,47.8,85,39780,67,8535519,2,5,5,52.8263762771547,"United States" 1017 | "1016","Washington",2020-02-18,9,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1018 | "1017","Washington",2020-02-19,8,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1019 | "1018","Washington",2020-02-20,6,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1020 | "1019","Washington",2020-02-21,3,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1021 | "1020","Washington",2020-02-22,2,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1022 | "1021","Washington",2020-02-23,10,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1023 | "1022","Washington",2020-02-24,-1,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1024 | "1023","Washington",2020-02-25,-2,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1025 | "1024","Washington",2020-02-26,5,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1026 | "1025","Washington",2020-02-27,0,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1027 | "1026","Washington",2020-02-28,1,0,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,1,7614893,0,0,1,58.7869312000648,"United States" 1028 | "1027","Washington",2020-02-29,-4,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,7,7614893,1,0,1,58.7869312000648,"United States" 1029 | "1028","Washington",2020-03-01,-12,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,11,7614893,1,0,1,58.7869312000648,"United States" 1030 | "1029","Washington",2020-03-02,-25,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,18,7614893,6,0,1,58.7869312000648,"United States" 1031 | "1030","Washington",2020-03-03,-21,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,27,7614893,7,0,1,58.7869312000648,"United States" 1032 | "1031","Washington",2020-03-04,-17,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,39,7614893,10,0,1,58.7869312000648,"United States" 1033 | "1032","Washington",2020-03-05,-22,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,70,7614893,11,0,1,58.7869312000648,"United States" 1034 | "1033","Washington",2020-03-06,-24,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,78,7614893,13,0,1,58.7869312000648,"United States" 1035 | "1034","Washington",2020-03-07,-27,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,102,7614893,16,0,1,58.7869312000648,"United States" 1036 | "1035","Washington",2020-03-08,-22,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,122,7614893,18,1,1,58.7869312000648,"United States" 1037 | "1036","Washington",2020-03-09,-30,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,122,7614893,19,1,1,58.7869312000648,"United States" 1038 | "1037","Washington",2020-03-10,-38,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,167,7614893,23,1,1,58.7869312000648,"United States" 1039 | "1038","Washington",2020-03-11,-41,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,282,7614893,24,1,1,58.7869312000648,"United States" 1040 | "1039","Washington",2020-03-12,-45,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,442,7614893,31,1,1,58.7869312000648,"United States" 1041 | "1040","Washington",2020-03-13,-53,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,568,7614893,37,1,1,58.7869312000648,"United States" 1042 | "1041","Washington",2020-03-14,-54,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,642,7614893,39,1,1,58.7869312000648,"United States" 1043 | "1042","Washington",2020-03-15,-57,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,603,7614893,40,1,1,58.7869312000648,"United States" 1044 | "1043","Washington",2020-03-16,-70,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,779,7614893,48,1,1,58.7869312000648,"United States" 1045 | "1044","Washington",2020-03-17,-100,1,"WA","68192","4",15873,3559,4864,0.6,71.72,4.3,63.5,32,66570,955,7614893,55,1,1,58.7869312000648,"United States" 1046 | "1045","Wisconsin",2020-02-18,3,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1047 | "1046","Wisconsin",2020-02-19,21,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1048 | "1047","Wisconsin",2020-02-20,-1,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1049 | "1048","Wisconsin",2020-02-21,-3,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1050 | "1049","Wisconsin",2020-02-22,14,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1051 | "1050","Wisconsin",2020-02-23,25,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1052 | "1051","Wisconsin",2020-02-24,0,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1053 | "1052","Wisconsin",2020-02-25,9,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1054 | "1053","Wisconsin",2020-02-26,-4,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1055 | "1054","Wisconsin",2020-02-27,-1,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1056 | "1055","Wisconsin",2020-02-28,9,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1057 | "1056","Wisconsin",2020-02-29,3,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1058 | "1057","Wisconsin",2020-03-01,5,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1059 | "1058","Wisconsin",2020-03-02,8,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1060 | "1059","Wisconsin",2020-03-03,9,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1061 | "1060","Wisconsin",2020-03-04,12,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1062 | "1061","Wisconsin",2020-03-05,-7,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1063 | "1062","Wisconsin",2020-03-06,-7,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1064 | "1063","Wisconsin",2020-03-07,-6,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1065 | "1064","Wisconsin",2020-03-08,15,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,0,3,49.5941337913901,"United States" 1066 | "1065","Wisconsin",2020-03-09,-10,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,0,5822434,0,1,3,49.5941337913901,"United States" 1067 | "1066","Wisconsin",2020-03-10,1,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,3,5822434,0,2,3,49.5941337913901,"United States" 1068 | "1067","Wisconsin",2020-03-11,0,0,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,4,5822434,0,2,3,49.5941337913901,"United States" 1069 | "1068","Wisconsin",2020-03-12,-14,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,8,5822434,0,2,3,49.5941337913901,"United States" 1070 | "1069","Wisconsin",2020-03-13,-26,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,19,5822434,0,3,3,49.5941337913901,"United States" 1071 | "1070","Wisconsin",2020-03-14,-39,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,27,5822434,0,3,3,49.5941337913901,"United States" 1072 | "1071","Wisconsin",2020-03-15,-47,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,28,5822434,0,3,3,49.5941337913901,"United States" 1073 | "1072","Wisconsin",2020-03-16,-67,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,48,5822434,0,3,3,49.5941337913901,"United States" 1074 | "1073","Wisconsin",2020-03-17,-96,1,"WI","56154","3",19131,4589,4468,0.7,72.48,3,54.5,149,54464,73,5822434,0,3,3,49.5941337913901,"United States" 1075 | -------------------------------------------------------------------------------- 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