class: inverse, center # <svg style="height:0.8em;top:.04em;position:relative;fill:steelblue;" viewBox="0 0 581 512"><path d="M581 226.6C581 119.1 450.9 32 290.5 32S0 119.1 0 226.6C0 322.4 103.3 402 239.4 418.1V480h99.1v-61.5c24.3-2.7 47.6-7.4 69.4-13.9L448 480h112l-67.4-113.7c54.5-35.4 88.4-84.9 88.4-139.7zm-466.8 14.5c0-73.5 98.9-133 220.8-133s211.9 40.7 211.9 133c0 50.1-26.5 85-70.3 106.4-2.4-1.6-4.7-2.9-6.4-3.7-10.2-5.2-27.8-10.5-27.8-10.5s86.6-6.4 86.6-92.7-90.6-87.9-90.6-87.9h-199V361c-74.1-21.5-125.2-67.1-125.2-119.9zm225.1 38.3v-55.6c57.8 0 87.8-6.8 87.8 27.3 0 36.5-38.2 28.3-87.8 28.3zm-.9 72.5H365c10.8 0 18.9 11.7 24 19.2-16.1 1.9-33 2.8-50.6 2.9v-22.1z"/></svg> para análisis de datos 🚀<br> <br> ## 🔧Manipulación de datos 💻 ### Ejercicios .large[Roxana N. Villafañe | LEMyP | <a href='http://twitter.com/data_datum'><svg style="height:0.8em;top:.04em;position:relative;fill:steelblue;" viewBox="0 0 512 512"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg> @data_datum</a>] <br> .large[Florencia D'Andrea | INTA-CONICET | <a href="http://twitter.com/cantoflor_87"> <svg style="height:0.8em;top:.04em;position:relative;fill:steelblue;" viewBox="0 0 512 512"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg> @cantoflor_87</a><br>] <br><br><br><br><br> Slides disponibles en <https://bit.ly/curso-r-fca> ✨ <br> Página web del curso en <https://curso-r-fca.netlify.com> 🌟 --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # Dataset ## Coronavirus 2020 ```r corona <-read.csv("nCoV_data.csv") ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 1. Realizamos un análasis exploratorio con las funciones útiles que vimos. ### head() ### tail() ### glimpse() ### str() ### summary() --- <img src="img/hex-dplyr.png" width="10%" align="right" /> ```r head(corona) ``` ``` ## Sno Date Province.State Country Last.Update Confirmed ## 1 1 01/22/2020 12:00:00 Anhui China 01/22/2020 12:00:00 1 ## 2 2 01/22/2020 12:00:00 Beijing China 01/22/2020 12:00:00 14 ## 3 3 01/22/2020 12:00:00 Chongqing China 01/22/2020 12:00:00 6 ## 4 4 01/22/2020 12:00:00 Fujian China 01/22/2020 12:00:00 1 ## 5 5 01/22/2020 12:00:00 Gansu China 01/22/2020 12:00:00 0 ## 6 6 01/22/2020 12:00:00 Guangdong China 01/22/2020 12:00:00 26 ## Deaths Recovered ## 1 0 0 ## 2 0 0 ## 3 0 0 ## 4 0 0 ## 5 0 0 ## 6 0 0 ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> ```r tail(corona) ``` ``` ## Sno Date Province.State Country Last.Update ## 1414 1414 02/13/2020 21:15:00 Los Angeles, CA US 2020-02-01 19:53:03 ## 1415 1415 02/13/2020 21:15:00 Madison, WI US 2020-02-05 21:53:02 ## 1416 1416 02/13/2020 21:15:00 Orange, CA US 2020-02-01 19:53:03 ## 1417 1417 02/13/2020 21:15:00 San Antonio, TX US 2020-02-13 18:53:02 ## 1418 1418 02/13/2020 21:15:00 Seattle, WA US 2020-02-09 07:03:04 ## 1419 1419 02/13/2020 21:15:00 Tempe, AZ US 2020-02-01 19:43:03 ## Confirmed Deaths Recovered ## 1414 1 0 0 ## 1415 1 0 0 ## 1416 1 0 0 ## 1417 1 0 0 ## 1418 1 0 1 ## 1419 1 0 0 ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> ```r library(dplyr) glimpse(corona) ``` ``` ## Rows: 1,419 ## Columns: 8 ## $ Sno <int> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,… ## $ Date <fct> 01/22/2020 12:00:00, 01/22/2020 12:00:00, 01/22/2020 1… ## $ Province.State <fct> Anhui, Beijing, Chongqing, Fujian, Gansu, Guangdong, G… ## $ Country <fct> China, China, China, China, China, China, China, China… ## $ Last.Update <fct> 01/22/2020 12:00:00, 01/22/2020 12:00:00, 01/22/2020 1… ## $ Confirmed <dbl> 1, 14, 6, 1, 0, 26, 2, 1, 4, 1, 0, 5, 0, 444, 4, 0, 1,… ## $ Deaths <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … ## $ Recovered <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> ```r str(corona) ``` ``` ## 'data.frame': 1419 obs. of 8 variables: ## $ Sno : int 1 2 3 4 5 6 7 8 9 10 ... ## $ Date : Factor w/ 23 levels "01/22/2020 12:00:00",..: 1 1 1 1 1 1 1 1 1 1 ... ## $ Province.State: Factor w/ 62 levels "","Anhui","Arizona",..: 2 5 11 14 15 16 17 18 19 20 ... ## $ Country : Factor w/ 33 levels "Australia","Belgium",..: 6 6 6 6 6 6 6 6 6 6 ... ## $ Last.Update : Factor w/ 398 levels "01/22/2020 12:00:00",..: 1 1 1 1 1 1 1 1 1 1 ... ## $ Confirmed : num 1 14 6 1 0 26 2 1 4 1 ... ## $ Deaths : num 0 0 0 0 0 0 0 0 0 0 ... ## $ Recovered : num 0 0 0 0 0 0 0 0 0 0 ... ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> ```r summary(corona) ``` ``` ## Sno Date Province.State ## Min. : 1.0 02/13/2020 21:15:00: 74 :374 ## 1st Qu.: 355.5 02/11/2020 20:44:00: 73 Anhui : 23 ## Median : 710.0 02/12/2020 22:00:00: 73 Beijing : 23 ## Mean : 710.0 02/07/2020 20:24:00: 72 Chongqing: 23 ## 3rd Qu.:1064.5 02/08/2020 23:04:00: 72 Fujian : 23 ## Max. :1419.0 02/09/2020 23:20:00: 72 Gansu : 23 ## (Other) :983 (Other) :930 ## Country Last.Update Confirmed ## Mainland China:677 01/31/2020 19:00:00: 63 Min. : 0.0 ## US :144 01/30/2020 21:30:00: 59 1st Qu.: 2.0 ## Australia : 68 01/29/2020 21:00:00: 56 Median : 11.0 ## Canada : 47 01/27/2020 20:30:00: 52 Mean : 353.1 ## China : 34 01/28/2020 23:00:00: 52 3rd Qu.: 95.0 ## Japan : 23 01/26/2020 23:00:00: 47 Max. :51986.0 ## (Other) :426 (Other) :1090 ## Deaths Recovered ## Min. : 0.000 Min. : 0.00 ## 1st Qu.: 0.000 1st Qu.: 0.00 ## Median : 0.000 Median : 0.00 ## Mean : 7.838 Mean : 24.92 ## 3rd Qu.: 0.000 3rd Qu.: 4.00 ## Max. :1426.000 Max. :4131.00 ## ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 2. Pasar todas las variables (columnas) a minúscula, y eliminar la primera columna (Sno) ``` ## date province.state country ## 1 01/22/2020 12:00:00 Anhui China ## 2 01/22/2020 12:00:00 Beijing China ## 3 01/22/2020 12:00:00 Chongqing China ## 4 01/22/2020 12:00:00 Fujian China ## 5 01/22/2020 12:00:00 Gansu China ## 6 01/22/2020 12:00:00 Guangdong China ## 7 01/22/2020 12:00:00 Guangxi China ## 8 01/22/2020 12:00:00 Guizhou China ## 9 01/22/2020 12:00:00 Hainan China ## 10 01/22/2020 12:00:00 Hebei China ## 11 01/22/2020 12:00:00 Heilongjiang China ## 12 01/22/2020 12:00:00 Henan China ## 13 01/22/2020 12:00:00 Hong Kong China ## 14 01/22/2020 12:00:00 Hubei China ## 15 01/22/2020 12:00:00 Hunan China ## 16 01/22/2020 12:00:00 Inner Mongolia China ## 17 01/22/2020 12:00:00 Jiangsu China ## 18 01/22/2020 12:00:00 Jiangxi China ## 19 01/22/2020 12:00:00 Jilin China ## 20 01/22/2020 12:00:00 Liaoning China ## 21 01/22/2020 12:00:00 Macau China ## 22 01/22/2020 12:00:00 Ningxia China ## 23 01/22/2020 12:00:00 Qinghai China ## 24 01/22/2020 12:00:00 Shaanxi China ## 25 01/22/2020 12:00:00 Shandong China ## 26 01/22/2020 12:00:00 Shanghai China ## 27 01/22/2020 12:00:00 Shanxi China ## 28 01/22/2020 12:00:00 Sichuan China ## 29 01/22/2020 12:00:00 Taiwan China ## 30 01/22/2020 12:00:00 Tianjin China ## 31 01/22/2020 12:00:00 Tibet China ## 32 01/22/2020 12:00:00 Washington US ## 33 01/22/2020 12:00:00 Xinjiang China ## 34 01/22/2020 12:00:00 Yunnan China ## 35 01/22/2020 12:00:00 Zhejiang China ## 36 01/22/2020 12:00:00 Japan ## 37 01/22/2020 12:00:00 Thailand ## 38 01/22/2020 12:00:00 South Korea ## 39 01/23/2020 12:00:00 Anhui Mainland China ## 40 01/23/2020 12:00:00 Beijing Mainland China ## 41 01/23/2020 12:00:00 Chongqing Mainland China ## 42 01/23/2020 12:00:00 Fujian Mainland China ## 43 01/23/2020 12:00:00 Gansu Mainland China ## 44 01/23/2020 12:00:00 Guangdong Mainland China ## 45 01/23/2020 12:00:00 Guangxi Mainland China ## 46 01/23/2020 12:00:00 Guizhou Mainland China ## 47 01/23/2020 12:00:00 Hainan Mainland China ## 48 01/23/2020 12:00:00 Hebei Mainland China ## 49 01/23/2020 12:00:00 Heilongjiang Mainland China ## 50 01/23/2020 12:00:00 Henan Mainland China ## 51 01/23/2020 12:00:00 Hong Kong Hong Kong ## 52 01/23/2020 12:00:00 Hubei Mainland China ## 53 01/23/2020 12:00:00 Hunan Mainland China ## 54 01/23/2020 12:00:00 Inner Mongolia Mainland China ## 55 01/23/2020 12:00:00 Jiangsu Mainland China ## 56 01/23/2020 12:00:00 Jiangxi Mainland China ## 57 01/23/2020 12:00:00 Jilin Mainland China ## 58 01/23/2020 12:00:00 Liaoning Mainland China ## 59 01/23/2020 12:00:00 Macau Macau ## 60 01/23/2020 12:00:00 Ningxia Mainland China ## 61 01/23/2020 12:00:00 Qinghai Mainland China ## 62 01/23/2020 12:00:00 Shaanxi Mainland China ## 63 01/23/2020 12:00:00 Shandong Mainland China ## 64 01/23/2020 12:00:00 Shanghai Mainland China ## 65 01/23/2020 12:00:00 Shanxi Mainland China ## 66 01/23/2020 12:00:00 Sichuan Mainland China ## 67 01/23/2020 12:00:00 Taiwan Taiwan ## 68 01/23/2020 12:00:00 Tianjin Mainland China ## 69 01/23/2020 12:00:00 Tibet Mainland China ## 70 01/23/2020 12:00:00 Washington US ## 71 01/23/2020 12:00:00 Xinjiang Mainland China ## 72 01/23/2020 12:00:00 Yunnan Mainland China ## 73 01/23/2020 12:00:00 Zhejiang Mainland China ## 74 01/23/2020 12:00:00 Japan ## 75 01/23/2020 12:00:00 Thailand ## 76 01/23/2020 12:00:00 South Korea ## 77 01/23/2020 12:00:00 Singapore ## 78 01/23/2020 12:00:00 Philippines ## 79 01/23/2020 12:00:00 Malaysia ## 80 01/23/2020 12:00:00 Vietnam ## 81 01/23/2020 12:00:00 Australia ## 82 01/23/2020 12:00:00 Mexico ## 83 01/23/2020 12:00:00 Brazil ## 84 01/24/2020 12:00:00 Hubei Mainland China ## 85 01/24/2020 12:00:00 Guangdong Mainland China ## 86 01/24/2020 12:00:00 Zhejiang Mainland China ## 87 01/24/2020 12:00:00 Beijing Mainland China ## 88 01/24/2020 12:00:00 Chongqing Mainland China ## 89 01/24/2020 12:00:00 Hunan Mainland China ## 90 01/24/2020 12:00:00 Guangxi Mainland China ## 91 01/24/2020 12:00:00 Shanghai Mainland China ## 92 01/24/2020 12:00:00 Jiangxi Mainland China ## 93 01/24/2020 12:00:00 Sichuan Mainland China ## 94 01/24/2020 12:00:00 Shandong Mainland China ## 95 01/24/2020 12:00:00 Anhui Mainland China ## 96 01/24/2020 12:00:00 Fujian Mainland China ## 97 01/24/2020 12:00:00 Henan Mainland China ## 98 01/24/2020 12:00:00 Jiangsu Mainland China ## 99 01/24/2020 12:00:00 Hainan Mainland China ## 100 01/24/2020 12:00:00 Tianjin Mainland China ## 101 01/24/2020 12:00:00 Yunnan Mainland China ## 102 01/24/2020 12:00:00 Shaanxi Mainland China ## 103 01/24/2020 12:00:00 Heilongjiang Mainland China ## 104 01/24/2020 12:00:00 Liaoning Mainland China ## 105 01/24/2020 12:00:00 Guizhou Mainland China ## 106 01/24/2020 12:00:00 Jilin Mainland China ## 107 01/24/2020 12:00:00 Taiwan Taiwan ## 108 01/24/2020 12:00:00 Ningxia Mainland China ## 109 01/24/2020 12:00:00 Hong Kong Hong Kong ## 110 01/24/2020 12:00:00 Macau Macau ## 111 01/24/2020 12:00:00 Hebei Mainland China ## 112 01/24/2020 12:00:00 Gansu Mainland China ## 113 01/24/2020 12:00:00 Xinjiang Mainland China ## 114 01/24/2020 12:00:00 Shanxi Mainland China ## 115 01/24/2020 12:00:00 Inner Mongolia Mainland China ## 116 01/24/2020 12:00:00 Qinghai Mainland China ## 117 01/24/2020 12:00:00 Washington US ## 118 01/24/2020 12:00:00 Chicago US ## 119 01/24/2020 12:00:00 Japan ## 120 01/24/2020 12:00:00 Thailand ## 121 01/24/2020 12:00:00 South Korea ## 122 01/24/2020 12:00:00 Singapore ## 123 01/24/2020 12:00:00 Vietnam ## 124 01/24/2020 12:00:00 France ## 125 01/25/2020 22:00:00 Hubei Mainland China ## 126 01/25/2020 22:00:00 Zhejiang Mainland China ## 127 01/25/2020 22:00:00 Guangdong Mainland China ## 128 01/25/2020 22:00:00 Henan Mainland China ## 129 01/25/2020 22:00:00 Chongqing Mainland China ## 130 01/25/2020 22:00:00 Hunan Mainland China ## 131 01/25/2020 22:00:00 Anhui Mainland China ## 132 01/25/2020 22:00:00 Beijing Mainland China ## 133 01/25/2020 22:00:00 Sichuan Mainland China ## 134 01/25/2020 22:00:00 Shanghai Mainland China ## 135 01/25/2020 22:00:00 Shandong Mainland China ## 136 01/25/2020 22:00:00 Jiangxi Mainland China ## 137 01/25/2020 22:00:00 Guangxi Mainland China ## 138 01/25/2020 22:00:00 Jiangsu Mainland China ## 139 01/25/2020 22:00:00 Hainan Mainland China ## 140 01/25/2020 22:00:00 Liaoning Mainland China ## 141 01/25/2020 22:00:00 Fujian Mainland China ## 142 01/25/2020 22:00:00 Heilongjiang Mainland China ## 143 01/25/2020 22:00:00 Shaanxi Mainland China ## 144 01/25/2020 22:00:00 Tianjin Mainland China ## 145 01/25/2020 22:00:00 Hebei Mainland China ## 146 01/25/2020 22:00:00 Yunnan Mainland China ## 147 01/25/2020 22:00:00 Shanxi Mainland China ## 148 01/25/2020 22:00:00 Inner Mongolia Mainland China ## 149 01/25/2020 22:00:00 Gansu Mainland China ## 150 01/25/2020 22:00:00 Guizhou Mainland China ## 151 01/25/2020 22:00:00 Hong Kong Hong Kong ## 152 01/25/2020 22:00:00 Ningxia Mainland China ## 153 01/25/2020 22:00:00 Jilin Mainland China ## 154 01/25/2020 22:00:00 Xinjiang Mainland China ## 155 01/25/2020 22:00:00 Taiwan Taiwan ## 156 01/25/2020 22:00:00 Macau Macau ## 157 01/25/2020 22:00:00 Qinghai Mainland China ## 158 01/25/2020 22:00:00 Washington US ## 159 01/25/2020 22:00:00 Illinois US ## 160 01/25/2020 22:00:00 Japan ## 161 01/25/2020 22:00:00 Thailand ## 162 01/25/2020 22:00:00 South Korea ## 163 01/25/2020 22:00:00 Singapore ## 164 01/25/2020 22:00:00 Vietnam ## 165 01/25/2020 22:00:00 France ## 166 01/25/2020 22:00:00 Australia ## 167 01/25/2020 22:00:00 Nepal ## 168 01/25/2020 22:00:00 Malaysia ## 169 01/26/2020 23:00:00 Hubei Mainland China ## 170 01/26/2020 23:00:00 Guangdong Mainland China ## 171 01/26/2020 23:00:00 Zhejiang Mainland China ## 172 01/26/2020 23:00:00 Henan Mainland China ## 173 01/26/2020 23:00:00 Chongqing Mainland China ## 174 01/26/2020 23:00:00 Hunan Mainland China ## 175 01/26/2020 23:00:00 Anhui Mainland China ## 176 01/26/2020 23:00:00 Sichuan Mainland China ## 177 01/26/2020 23:00:00 Beijing Mainland China ## 178 01/26/2020 23:00:00 Shandong Mainland China ## 179 01/26/2020 23:00:00 Shanghai Mainland China ## 180 01/26/2020 23:00:00 Jiangxi Mainland China ## 181 01/26/2020 23:00:00 Jiangsu Mainland China ## 182 01/26/2020 23:00:00 Guangxi Mainland China ## 183 01/26/2020 23:00:00 Fujian Mainland China ## 184 01/26/2020 23:00:00 Liaoning Mainland China ## 185 01/26/2020 23:00:00 Hainan Mainland China ## 186 01/26/2020 23:00:00 Shaanxi Mainland China ## 187 01/26/2020 23:00:00 Heilongjiang Mainland China ## 188 01/26/2020 23:00:00 Yunnan Mainland China ## 189 01/26/2020 23:00:00 Hebei Mainland China ## 190 01/26/2020 23:00:00 Tianjin Mainland China ## 191 01/26/2020 23:00:00 Gansu Mainland China ## 192 01/26/2020 23:00:00 Shanxi Mainland China ## 193 01/26/2020 23:00:00 Inner Mongolia Mainland China ## 194 01/26/2020 23:00:00 Hong Kong Hong Kong ## 195 01/26/2020 23:00:00 Guizhou Mainland China ## 196 01/26/2020 23:00:00 Jilin Mainland China ## 197 01/26/2020 23:00:00 Macau Macau ## 198 01/26/2020 23:00:00 Xinjiang Mainland China ## 199 01/26/2020 23:00:00 Ningxia Mainland China ## 200 01/26/2020 23:00:00 Taiwan Taiwan ## 201 01/26/2020 23:00:00 Qinghai Mainland China ## 202 01/26/2020 23:00:00 Washington US ## 203 01/26/2020 23:00:00 Illinois US ## 204 01/26/2020 23:00:00 California US ## 205 01/26/2020 23:00:00 Arizona US ## 206 01/26/2020 23:00:00 Japan ## 207 01/26/2020 23:00:00 Thailand ## 208 01/26/2020 23:00:00 South Korea ## 209 01/26/2020 23:00:00 Singapore ## 210 01/26/2020 23:00:00 Vietnam ## 211 01/26/2020 23:00:00 France ## 212 01/26/2020 23:00:00 Australia ## 213 01/26/2020 23:00:00 Nepal ## 214 01/26/2020 23:00:00 Malaysia ## 215 01/26/2020 23:00:00 Ontario Canada ## 216 01/27/2020 20:30:00 Hubei Mainland China ## 217 01/27/2020 20:30:00 Zhejiang Mainland China ## 218 01/27/2020 20:30:00 Henan Mainland China ## 219 01/27/2020 20:30:00 Guangdong Mainland China ## 220 01/27/2020 20:30:00 Chongqing Mainland China ## 221 01/27/2020 20:30:00 Anhui Mainland China ## 222 01/27/2020 20:30:00 Hunan Mainland China ## 223 01/27/2020 20:30:00 Sichuan Mainland China ## 224 01/27/2020 20:30:00 Shandong Mainland China ## 225 01/27/2020 20:30:00 Beijing Mainland China ## 226 01/27/2020 20:30:00 Jiangxi Mainland China ## 227 01/27/2020 20:30:00 Jiangsu Mainland China ## 228 01/27/2020 20:30:00 Shanghai Mainland China ## 229 01/27/2020 20:30:00 Fujian Mainland China ## 230 01/27/2020 20:30:00 Guangxi Mainland China ## 231 01/27/2020 20:30:00 Shaanxi Mainland China ## 232 01/27/2020 20:30:00 Hainan Mainland China ## 233 01/27/2020 20:30:00 Hebei Mainland China ## 234 01/27/2020 20:30:00 Heilongjiang Mainland China ## 235 01/27/2020 20:30:00 Liaoning Mainland China ## 236 01/27/2020 20:30:00 Yunnan Mainland China ## 237 01/27/2020 20:30:00 Tianjin Mainland China ## 238 01/27/2020 20:30:00 Shanxi Mainland China ## 239 01/27/2020 20:30:00 Gansu Mainland China ## 240 01/27/2020 20:30:00 Inner Mongolia Mainland China ## 241 01/27/2020 20:30:00 Guizhou Mainland China ## 242 01/27/2020 20:30:00 Hong Kong Hong Kong ## 243 01/27/2020 20:30:00 Ningxia Mainland China ## 244 01/27/2020 20:30:00 Jilin Mainland China ## 245 01/27/2020 20:30:00 Macau Macau ## 246 01/27/2020 20:30:00 Qinghai Mainland China ## 247 01/27/2020 20:30:00 Taiwan Taiwan ## 248 01/27/2020 20:30:00 Xinjiang Mainland China ## 249 01/27/2020 20:30:00 Washington US ## 250 01/27/2020 20:30:00 Illinois US ## 251 01/27/2020 20:30:00 California US ## 252 01/27/2020 20:30:00 Arizona US ## 253 01/27/2020 20:30:00 Japan ## 254 01/27/2020 20:30:00 Thailand ## 255 01/27/2020 20:30:00 South Korea ## 256 01/27/2020 20:30:00 Singapore ## 257 01/27/2020 20:30:00 Vietnam ## 258 01/27/2020 20:30:00 France ## 259 01/27/2020 20:30:00 Nepal ## 260 01/27/2020 20:30:00 Malaysia ## 261 01/27/2020 20:30:00 Ontario Canada ## 262 01/27/2020 20:30:00 Cambodia ## 263 01/27/2020 20:30:00 Sri Lanka ## 264 01/27/2020 20:30:00 Ivory Coast ## 265 01/27/2020 20:30:00 New South Wales Australia ## 266 01/27/2020 20:30:00 Victoria Australia ## 267 01/27/2020 20:30:00 Bavaria Germany ## 268 01/28/2020 23:00:00 Hubei Mainland China ## 269 01/28/2020 23:00:00 Zhejiang Mainland China ## 270 01/28/2020 23:00:00 Guangdong Mainland China ## 271 01/28/2020 23:00:00 Hunan Mainland China ## 272 01/28/2020 23:00:00 Henan Mainland China ## 273 01/28/2020 23:00:00 Anhui Mainland China ## 274 01/28/2020 23:00:00 Chongqing Mainland China ## 275 01/28/2020 23:00:00 Shandong Mainland China ## 276 01/28/2020 23:00:00 Jiangxi Mainland China ## 277 01/28/2020 23:00:00 Sichuan Mainland China ## 278 01/28/2020 23:00:00 Jiangsu Mainland China ## 279 01/28/2020 23:00:00 Beijing Mainland China ## 280 01/28/2020 23:00:00 Fujian Mainland China ## 281 01/28/2020 23:00:00 Shanghai Mainland China ## 282 01/28/2020 23:00:00 Guangxi Mainland China ## 283 01/28/2020 23:00:00 Shaanxi Mainland China ## 284 01/28/2020 23:00:00 Hebei Mainland China ## 285 01/28/2020 23:00:00 Yunnan Mainland China ## 286 01/28/2020 23:00:00 Hainan Mainland China ## 287 01/28/2020 23:00:00 Heilongjiang Mainland China ## 288 01/28/2020 23:00:00 Liaoning Mainland China ## 289 01/28/2020 23:00:00 Shanxi Mainland China ## 290 01/28/2020 23:00:00 Tianjin Mainland China ## 291 01/28/2020 23:00:00 Gansu Mainland China ## 292 01/28/2020 23:00:00 Inner Mongolia Mainland China ## 293 01/28/2020 23:00:00 Xinjiang Mainland China ## 294 01/28/2020 23:00:00 Ningxia Mainland China ## 295 01/28/2020 23:00:00 Guizhou Mainland China ## 296 01/28/2020 23:00:00 Jilin Mainland China ## 297 01/28/2020 23:00:00 Hong Kong Hong Kong ## 298 01/28/2020 23:00:00 Taiwan Taiwan ## 299 01/28/2020 23:00:00 Macau Macau ## 300 01/28/2020 23:00:00 Qinghai Mainland China ## 301 01/28/2020 23:00:00 Washington US ## 302 01/28/2020 23:00:00 Illinois US ## 303 01/28/2020 23:00:00 California US ## 304 01/28/2020 23:00:00 Arizona US ## 305 01/28/2020 23:00:00 Japan ## 306 01/28/2020 23:00:00 Thailand ## 307 01/28/2020 23:00:00 South Korea ## 308 01/28/2020 23:00:00 Singapore ## 309 01/28/2020 23:00:00 Vietnam ## 310 01/28/2020 23:00:00 France ## 311 01/28/2020 23:00:00 Nepal ## 312 01/28/2020 23:00:00 Malaysia ## 313 01/28/2020 23:00:00 Ontario Canada ## 314 01/28/2020 23:00:00 British Columbia Canada ## 315 01/28/2020 23:00:00 Cambodia ## 316 01/28/2020 23:00:00 Sri Lanka ## 317 01/28/2020 23:00:00 New South Wales Australia ## 318 01/28/2020 23:00:00 Victoria Australia ## 319 01/28/2020 23:00:00 Bavaria Germany ## 320 01/29/2020 21:00:00 Hubei Mainland China ## 321 01/29/2020 21:00:00 Zhejiang Mainland China ## 322 01/29/2020 21:00:00 Guangdong Mainland China ## 323 01/29/2020 21:00:00 Henan Mainland China ## 324 01/29/2020 21:00:00 Hunan Mainland China ## 325 01/29/2020 21:00:00 Anhui Mainland China ## 326 01/29/2020 21:00:00 Chongqing Mainland China ## 327 01/29/2020 21:00:00 Jiangxi Mainland China ## 328 01/29/2020 21:00:00 Shandong Mainland China ## 329 01/29/2020 21:00:00 Sichuan Mainland China ## 330 01/29/2020 21:00:00 Jiangsu Mainland China ## 331 01/29/2020 21:00:00 Beijing Mainland China ## 332 01/29/2020 21:00:00 Shanghai Mainland China ## 333 01/29/2020 21:00:00 Fujian Mainland China ## 334 01/29/2020 21:00:00 Guangxi Mainland China ## 335 01/29/2020 21:00:00 Hebei Mainland China ## 336 01/29/2020 21:00:00 Shaanxi Mainland China ## 337 01/29/2020 21:00:00 Yunnan Mainland China ## 338 01/29/2020 21:00:00 Hainan Mainland China ## 339 01/29/2020 21:00:00 Heilongjiang Mainland China ## 340 01/29/2020 21:00:00 Liaoning Mainland China ## 341 01/29/2020 21:00:00 Shanxi Mainland China ## 342 01/29/2020 21:00:00 Tianjin Mainland China ## 343 01/29/2020 21:00:00 Gansu Mainland China ## 344 01/29/2020 21:00:00 Inner Mongolia Mainland China ## 345 01/29/2020 21:00:00 Jilin Mainland China ## 346 01/29/2020 21:00:00 Xinjiang Mainland China ## 347 01/29/2020 21:00:00 Guizhou Mainland China ## 348 01/29/2020 21:00:00 Ningxia Mainland China ## 349 01/29/2020 21:00:00 Hong Kong Hong Kong ## 350 01/29/2020 21:00:00 Taiwan Taiwan ## 351 01/29/2020 21:00:00 Macau Macau ## 352 01/29/2020 21:00:00 Qinghai Mainland China ## 353 01/29/2020 21:00:00 Tibet Mainland China ## 354 01/29/2020 21:00:00 Washington US ## 355 01/29/2020 21:00:00 Illinois US ## 356 01/29/2020 21:00:00 California US ## 357 01/29/2020 21:00:00 Arizona US ## 358 01/29/2020 21:00:00 Japan ## 359 01/29/2020 21:00:00 Thailand ## 360 01/29/2020 21:00:00 South Korea ## 361 01/29/2020 21:00:00 Singapore ## 362 01/29/2020 21:00:00 Vietnam ## 363 01/29/2020 21:00:00 France ## 364 01/29/2020 21:00:00 Nepal ## 365 01/29/2020 21:00:00 Malaysia ## 366 01/29/2020 21:00:00 Ontario Canada ## 367 01/29/2020 21:00:00 British Columbia Canada ## 368 01/29/2020 21:00:00 Cambodia ## 369 01/29/2020 21:00:00 Sri Lanka ## 370 01/29/2020 21:00:00 New South Wales Australia ## 371 01/29/2020 21:00:00 Victoria Australia ## 372 01/29/2020 21:00:00 Queensland Australia ## 373 01/29/2020 21:00:00 Bavaria Germany ## 374 01/29/2020 21:00:00 Finland ## 375 01/29/2020 21:00:00 United Arab Emirates ## 376 01/30/2020 21:30:00 Hubei Mainland China ## 377 01/30/2020 21:30:00 Zhejiang Mainland China ## 378 01/30/2020 21:30:00 Guangdong Mainland China ## 379 01/30/2020 21:30:00 Henan Mainland China ## 380 01/30/2020 21:30:00 Hunan Mainland China ## 381 01/30/2020 21:30:00 Jiangxi Mainland China ## 382 01/30/2020 21:30:00 Anhui Mainland China ## 383 01/30/2020 21:30:00 Chongqing Mainland China ## 384 01/30/2020 21:30:00 Shandong Mainland China ## 385 01/30/2020 21:30:00 Sichuan Mainland China ## 386 01/30/2020 21:30:00 Jiangsu Mainland China ## 387 01/30/2020 21:30:00 Shanghai Mainland China ## 388 01/30/2020 21:30:00 Beijing Mainland China ## 389 01/30/2020 21:30:00 Fujian Mainland China ## 390 01/30/2020 21:30:00 Guangxi Mainland China ## 391 01/30/2020 21:30:00 Hebei Mainland China ## 392 01/30/2020 21:30:00 Yunnan Mainland China ## 393 01/30/2020 21:30:00 Shaanxi Mainland China ## 394 01/30/2020 21:30:00 Heilongjiang Mainland China ## 395 01/30/2020 21:30:00 Hainan Mainland China ## 396 01/30/2020 21:30:00 Liaoning Mainland China ## 397 01/30/2020 21:30:00 Shanxi Mainland China ## 398 01/30/2020 21:30:00 Tianjin Mainland China ## 399 01/30/2020 21:30:00 Gansu Mainland China ## 400 01/30/2020 21:30:00 Ningxia Mainland China ## 401 01/30/2020 21:30:00 Inner Mongolia Mainland China ## 402 01/30/2020 21:30:00 Xinjiang Mainland China ## 403 01/30/2020 21:30:00 Guizhou Mainland China ## 404 01/30/2020 21:30:00 Jilin Mainland China ## 405 01/30/2020 21:30:00 Hong Kong Hong Kong ## 406 01/30/2020 21:30:00 Taiwan Taiwan ## 407 01/30/2020 21:30:00 Qinghai Mainland China ## 408 01/30/2020 21:30:00 Macau Macau ## 409 01/30/2020 21:30:00 Tibet Mainland China ## 410 01/30/2020 21:30:00 Washington US ## 411 01/30/2020 21:30:00 Illinois US ## 412 01/30/2020 21:30:00 California US ## 413 01/30/2020 21:30:00 Arizona US ## 414 01/30/2020 21:30:00 Japan ## 415 01/30/2020 21:30:00 Thailand ## 416 01/30/2020 21:30:00 South Korea ## 417 01/30/2020 21:30:00 Singapore ## 418 01/30/2020 21:30:00 Vietnam ## 419 01/30/2020 21:30:00 France ## 420 01/30/2020 21:30:00 Nepal ## 421 01/30/2020 21:30:00 Malaysia ## 422 01/30/2020 21:30:00 Ontario Canada ## 423 01/30/2020 21:30:00 British Columbia Canada ## 424 01/30/2020 21:30:00 Cambodia ## 425 01/30/2020 21:30:00 Sri Lanka ## 426 01/30/2020 21:30:00 New South Wales Australia ## 427 01/30/2020 21:30:00 Victoria Australia ## 428 01/30/2020 21:30:00 Queensland Australia ## 429 01/30/2020 21:30:00 Bavaria Germany ## 430 01/30/2020 21:30:00 Finland ## 431 01/30/2020 21:30:00 United Arab Emirates ## 432 01/30/2020 21:30:00 Philippines ## 433 01/30/2020 21:30:00 India ## 434 01/30/2020 21:30:00 Italy ## 435 01/31/2020 19:00:00 Hubei Mainland China ## 436 01/31/2020 19:00:00 Zhejiang Mainland China ## 437 01/31/2020 19:00:00 Guangdong Mainland China ## 438 01/31/2020 19:00:00 Henan Mainland China ## 439 01/31/2020 19:00:00 Hunan Mainland China ## 440 01/31/2020 19:00:00 Jiangxi Mainland China ## 441 01/31/2020 19:00:00 Chongqing Mainland China ## 442 01/31/2020 19:00:00 Anhui Mainland China ## 443 01/31/2020 19:00:00 Shandong Mainland China ## 444 01/31/2020 19:00:00 Sichuan Mainland China ## 445 01/31/2020 19:00:00 Jiangsu Mainland China ## 446 01/31/2020 19:00:00 Shanghai Mainland China ## 447 01/31/2020 19:00:00 Beijing Mainland China ## 448 01/31/2020 19:00:00 Fujian Mainland China ## 449 01/31/2020 19:00:00 Hebei Mainland China ## 450 01/31/2020 19:00:00 Guangxi Mainland China ## 451 01/31/2020 19:00:00 Shaanxi Mainland China ## 452 01/31/2020 19:00:00 Yunnan Mainland China ## 453 01/31/2020 19:00:00 Liaoning Mainland China ## 454 01/31/2020 19:00:00 Heilongjiang Mainland China ## 455 01/31/2020 19:00:00 Hainan Mainland China ## 456 01/31/2020 19:00:00 Shanxi Mainland China ## 457 01/31/2020 19:00:00 Gansu Mainland China ## 458 01/31/2020 19:00:00 Tianjin Mainland China ## 459 01/31/2020 19:00:00 Guizhou Mainland China ## 460 01/31/2020 19:00:00 Ningxia Mainland China ## 461 01/31/2020 19:00:00 Inner Mongolia Mainland China ## 462 01/31/2020 19:00:00 Xinjiang Mainland China ## 463 01/31/2020 19:00:00 Jilin Mainland China ## 464 01/31/2020 19:00:00 Hong Kong Hong Kong ## 465 01/31/2020 19:00:00 Taiwan Taiwan ## 466 01/31/2020 19:00:00 Qinghai Mainland China ## 467 01/31/2020 19:00:00 Macau Macau ## 468 01/31/2020 19:00:00 Tibet Mainland China ## 469 01/31/2020 19:00:00 Washington US ## 470 01/31/2020 19:00:00 Illinois US ## 471 01/31/2020 19:00:00 California US ## 472 01/31/2020 19:00:00 Arizona US ## 473 01/31/2020 19:00:00 Japan ## 474 01/31/2020 19:00:00 Thailand ## 475 01/31/2020 19:00:00 South Korea ## 476 01/31/2020 19:00:00 Singapore ## 477 01/31/2020 19:00:00 Vietnam ## 478 01/31/2020 19:00:00 France ## 479 01/31/2020 19:00:00 Nepal ## 480 01/31/2020 19:00:00 Malaysia ## 481 01/31/2020 19:00:00 Ontario Canada ## 482 01/31/2020 19:00:00 British Columbia Canada ## 483 01/31/2020 19:00:00 Cambodia ## 484 01/31/2020 19:00:00 Sri Lanka ## 485 01/31/2020 19:00:00 New South Wales Australia ## 486 01/31/2020 19:00:00 Victoria Australia ## 487 01/31/2020 19:00:00 Queensland Australia ## 488 01/31/2020 19:00:00 Bavaria Germany ## 489 01/31/2020 19:00:00 Finland ## 490 01/31/2020 19:00:00 United Arab Emirates ## 491 01/31/2020 19:00:00 Philippines ## 492 01/31/2020 19:00:00 India ## 493 01/31/2020 19:00:00 Italy ## 494 01/31/2020 19:00:00 Sweden ## 495 01/31/2020 19:00:00 Russia ## 496 01/31/2020 19:00:00 Spain ## 497 01/31/2020 19:00:00 UK ## 498 02/01/2020 23:00:00 Hubei Mainland China ## 499 02/01/2020 23:00:00 Zhejiang Mainland China ## 500 02/01/2020 23:00:00 Guangdong Mainland China ## 501 02/01/2020 23:00:00 Henan Mainland China ## 502 02/01/2020 23:00:00 Hunan Mainland China ## 503 02/01/2020 23:00:00 Anhui Mainland China ## 504 02/01/2020 23:00:00 Jiangxi Mainland China ## 505 02/01/2020 23:00:00 Chongqing Mainland China ## 506 02/01/2020 23:00:00 Jiangsu Mainland China ## 507 02/01/2020 23:00:00 Sichuan Mainland China ## 508 02/01/2020 23:00:00 Shandong Mainland China ## 509 02/01/2020 23:00:00 Beijing Mainland China ## 510 02/01/2020 23:00:00 Shanghai Mainland China ## 511 02/01/2020 23:00:00 Fujian Mainland China ## 512 02/01/2020 23:00:00 Shaanxi Mainland China ## 513 02/01/2020 23:00:00 Guangxi Mainland China ## 514 02/01/2020 23:00:00 Hebei Mainland China ## 515 02/01/2020 23:00:00 Heilongjiang Mainland China ## 516 02/01/2020 23:00:00 Yunnan Mainland China ## 517 02/01/2020 23:00:00 Liaoning Mainland China ## 518 02/01/2020 23:00:00 Hainan Mainland China ## 519 02/01/2020 23:00:00 Shanxi Mainland China ## 520 02/01/2020 23:00:00 Tianjin Mainland China ## 521 02/01/2020 23:00:00 Gansu Mainland China ## 522 02/01/2020 23:00:00 Guizhou Mainland China ## 523 02/01/2020 23:00:00 Ningxia Mainland China ## 524 02/01/2020 23:00:00 Inner Mongolia Mainland China ## 525 02/01/2020 23:00:00 Jilin Mainland China ## 526 02/01/2020 23:00:00 Xinjiang Mainland China ## 527 02/01/2020 23:00:00 Japan ## 528 02/01/2020 23:00:00 Thailand ## 529 02/01/2020 23:00:00 Singapore ## 530 02/01/2020 23:00:00 South Korea ## 531 02/01/2020 23:00:00 Hong Kong Hong Kong ## 532 02/01/2020 23:00:00 Taiwan Taiwan ## 533 02/01/2020 23:00:00 Qinghai Mainland China ## 534 02/01/2020 23:00:00 Germany ## 535 02/01/2020 23:00:00 Malaysia ## 536 02/01/2020 23:00:00 Macau Macau ## 537 02/01/2020 23:00:00 France ## 538 02/01/2020 23:00:00 Vietnam ## 539 02/01/2020 23:00:00 New South Wales Australia ## 540 02/01/2020 23:00:00 Victoria Australia ## 541 02/01/2020 23:00:00 United Arab Emirates ## 542 02/01/2020 23:00:00 Queensland Australia ## 543 02/01/2020 23:00:00 Ontario Canada ## 544 02/01/2020 23:00:00 Italy ## 545 02/01/2020 23:00:00 Philippines ## 546 02/01/2020 23:00:00 Russia ## 547 02/01/2020 23:00:00 UK ## 548 02/01/2020 23:00:00 Chicago, IL US ## 549 02/01/2020 23:00:00 South Australia Australia ## 550 02/01/2020 23:00:00 Cambodia ## 551 02/01/2020 23:00:00 British Columbia Canada ## 552 02/01/2020 23:00:00 Finland ## 553 02/01/2020 23:00:00 India ## 554 02/01/2020 23:00:00 Tibet Mainland China ## 555 02/01/2020 23:00:00 Nepal ## 556 02/01/2020 23:00:00 Spain ## 557 02/01/2020 23:00:00 Sri Lanka ## 558 02/01/2020 23:00:00 Sweden ## 559 02/01/2020 23:00:00 Boston, MA US ## 560 02/01/2020 23:00:00 Los Angeles, CA US ## 561 02/01/2020 23:00:00 Orange, CA US ## 562 02/01/2020 23:00:00 Santa Clara, CA US ## 563 02/01/2020 23:00:00 Seattle, WA US ## 564 02/01/2020 23:00:00 Tempe, AZ US ## 565 02/02/2020 21:00:00 Hubei Mainland China ## 566 02/02/2020 21:00:00 Zhejiang Mainland China ## 567 02/02/2020 21:00:00 Guangdong Mainland China ## 568 02/02/2020 21:00:00 Henan Mainland China ## 569 02/02/2020 21:00:00 Hunan Mainland China ## 570 02/02/2020 21:00:00 Anhui Mainland China ## 571 02/02/2020 21:00:00 Jiangxi Mainland China ## 572 02/02/2020 21:00:00 Chongqing Mainland China ## 573 02/02/2020 21:00:00 Jiangsu Mainland China ## 574 02/02/2020 21:00:00 Sichuan Mainland China ## 575 02/02/2020 21:00:00 Shandong Mainland China ## 576 02/02/2020 21:00:00 Shanghai Mainland China ## 577 02/02/2020 21:00:00 Beijing Mainland China ## 578 02/02/2020 21:00:00 Fujian Mainland China ## 579 02/02/2020 21:00:00 Guangxi Mainland China ## 580 02/02/2020 21:00:00 Shaanxi Mainland China ## 581 02/02/2020 21:00:00 Hebei Mainland China ## 582 02/02/2020 21:00:00 Yunnan Mainland China ## 583 02/02/2020 21:00:00 Heilongjiang Mainland China ## 584 02/02/2020 21:00:00 Hainan Mainland China ## 585 02/02/2020 21:00:00 Liaoning Mainland China ## 586 02/02/2020 21:00:00 Shanxi Mainland China ## 587 02/02/2020 21:00:00 Gansu Mainland China ## 588 02/02/2020 21:00:00 Tianjin Mainland China ## 589 02/02/2020 21:00:00 Guizhou Mainland China ## 590 02/02/2020 21:00:00 Jilin Mainland China ## 591 02/02/2020 21:00:00 Ningxia Mainland China ## 592 02/02/2020 21:00:00 Inner Mongolia Mainland China ## 593 02/02/2020 21:00:00 Xinjiang Mainland China ## 594 02/02/2020 21:00:00 Japan ## 595 02/02/2020 21:00:00 Thailand ## 596 02/02/2020 21:00:00 Singapore ## 597 02/02/2020 21:00:00 Hong Kong Hong Kong ## 598 02/02/2020 21:00:00 South Korea ## 599 02/02/2020 21:00:00 Qinghai Mainland China ## 600 02/02/2020 21:00:00 Germany ## 601 02/02/2020 21:00:00 Taiwan Taiwan ## 602 02/02/2020 21:00:00 Macau Macau ## 603 02/02/2020 21:00:00 Malaysia ## 604 02/02/2020 21:00:00 France ## 605 02/02/2020 21:00:00 Vietnam ## 606 02/02/2020 21:00:00 United Arab Emirates ## 607 02/02/2020 21:00:00 New South Wales Australia ## 608 02/02/2020 21:00:00 Victoria Australia ## 609 02/02/2020 21:00:00 Ontario Canada ## 610 02/02/2020 21:00:00 Queensland Australia ## 611 02/02/2020 21:00:00 South Australia Australia ## 612 02/02/2020 21:00:00 India ## 613 02/02/2020 21:00:00 Italy ## 614 02/02/2020 21:00:00 Philippines ## 615 02/02/2020 21:00:00 Russia ## 616 02/02/2020 21:00:00 UK ## 617 02/02/2020 21:00:00 Chicago, IL US ## 618 02/02/2020 21:00:00 Santa Clara, CA US ## 619 02/02/2020 21:00:00 Cambodia ## 620 02/02/2020 21:00:00 British Columbia Canada ## 621 02/02/2020 21:00:00 Finland ## 622 02/02/2020 21:00:00 Tibet Mainland China ## 623 02/02/2020 21:00:00 Nepal ## 624 02/02/2020 21:00:00 Spain ## 625 02/02/2020 21:00:00 Sri Lanka ## 626 02/02/2020 21:00:00 Sweden ## 627 02/02/2020 21:00:00 Boston, MA US ## 628 02/02/2020 21:00:00 Los Angeles, CA US ## 629 02/02/2020 21:00:00 Orange, CA US ## 630 02/02/2020 21:00:00 Seattle, WA US ## 631 02/02/2020 21:00:00 Tempe, AZ US ## 632 02/03/2020 21:40:00 Hubei Mainland China ## 633 02/03/2020 21:40:00 Zhejiang Mainland China ## 634 02/03/2020 21:40:00 Guangdong Mainland China ## 635 02/03/2020 21:40:00 Henan Mainland China ## 636 02/03/2020 21:40:00 Hunan Mainland China ## 637 02/03/2020 21:40:00 Anhui Mainland China ## 638 02/03/2020 21:40:00 Jiangxi Mainland China ## 639 02/03/2020 21:40:00 Chongqing Mainland China ## 640 02/03/2020 21:40:00 Jiangsu Mainland China ## 641 02/03/2020 21:40:00 Sichuan Mainland China ## 642 02/03/2020 21:40:00 Shandong Mainland China ## 643 02/03/2020 21:40:00 Beijing Mainland China ## 644 02/03/2020 21:40:00 Shanghai Mainland China ## 645 02/03/2020 21:40:00 Fujian Mainland China ## 646 02/03/2020 21:40:00 Heilongjiang Mainland China ## 647 02/03/2020 21:40:00 Shaanxi Mainland China ## 648 02/03/2020 21:40:00 Guangxi Mainland China ## 649 02/03/2020 21:40:00 Hebei Mainland China ## 650 02/03/2020 21:40:00 Yunnan Mainland China ## 651 02/03/2020 21:40:00 Hainan Mainland China ## 652 02/03/2020 21:40:00 Liaoning Mainland China ## 653 02/03/2020 21:40:00 Shanxi Mainland China ## 654 02/03/2020 21:40:00 Tianjin Mainland China ## 655 02/03/2020 21:40:00 Guizhou Mainland China ## 656 02/03/2020 21:40:00 Gansu Mainland China ## 657 02/03/2020 21:40:00 Jilin Mainland China ## 658 02/03/2020 21:40:00 Inner Mongolia Mainland China ## 659 02/03/2020 21:40:00 Ningxia Mainland China ## 660 02/03/2020 21:40:00 Xinjiang Mainland China ## 661 02/03/2020 21:40:00 Japan ## 662 02/03/2020 21:40:00 Thailand ## 663 02/03/2020 21:40:00 Singapore ## 664 02/03/2020 21:40:00 Hong Kong Hong Kong ## 665 02/03/2020 21:40:00 Qinghai Mainland China ## 666 02/03/2020 21:40:00 South Korea ## 667 02/03/2020 21:40:00 Germany ## 668 02/03/2020 21:40:00 Taiwan Taiwan ## 669 02/03/2020 21:40:00 Macau Macau ## 670 02/03/2020 21:40:00 Malaysia ## 671 02/03/2020 21:40:00 Vietnam ## 672 02/03/2020 21:40:00 France ## 673 02/03/2020 21:40:00 United Arab Emirates ## 674 02/03/2020 21:40:00 New South Wales Australia ## 675 02/03/2020 21:40:00 Victoria Australia ## 676 02/03/2020 21:40:00 India ## 677 02/03/2020 21:40:00 Queensland Australia ## 678 02/03/2020 21:40:00 South Australia Australia ## 679 02/03/2020 21:40:00 Toronto, ON Canada ## 680 02/03/2020 21:40:00 Italy ## 681 02/03/2020 21:40:00 Philippines ## 682 02/03/2020 21:40:00 Russia ## 683 02/03/2020 21:40:00 UK ## 684 02/03/2020 21:40:00 Chicago, IL US ## 685 02/03/2020 21:40:00 San Benito, CA US ## 686 02/03/2020 21:40:00 Santa Clara, CA US ## 687 02/03/2020 21:40:00 Cambodia ## 688 02/03/2020 21:40:00 British Columbia Canada ## 689 02/03/2020 21:40:00 London, ON Canada ## 690 02/03/2020 21:40:00 Finland ## 691 02/03/2020 21:40:00 Tibet Mainland China ## 692 02/03/2020 21:40:00 Nepal ## 693 02/03/2020 21:40:00 Spain ## 694 02/03/2020 21:40:00 Sri Lanka ## 695 02/03/2020 21:40:00 Sweden ## 696 02/03/2020 21:40:00 Boston, MA US ## 697 02/03/2020 21:40:00 Los Angeles, CA US ## 698 02/03/2020 21:40:00 Orange, CA US ## 699 02/03/2020 21:40:00 Seattle, WA US ## 700 02/03/2020 21:40:00 Tempe, AZ US ## 701 02/04/2020 22:00:00 Hubei Mainland China ## 702 02/04/2020 22:00:00 Zhejiang Mainland China ## 703 02/04/2020 22:00:00 Guangdong Mainland China ## 704 02/04/2020 22:00:00 Henan Mainland China ## 705 02/04/2020 22:00:00 Hunan Mainland China ## 706 02/04/2020 22:00:00 Jiangxi Mainland China ## 707 02/04/2020 22:00:00 Anhui Mainland China ## 708 02/04/2020 22:00:00 Chongqing Mainland China ## 709 02/04/2020 22:00:00 Jiangsu Mainland China ## 710 02/04/2020 22:00:00 Sichuan Mainland China ## 711 02/04/2020 22:00:00 Shandong Mainland China ## 712 02/04/2020 22:00:00 Shanghai Mainland China ## 713 02/04/2020 22:00:00 Beijing Mainland China ## 714 02/04/2020 22:00:00 Fujian Mainland China ## 715 02/04/2020 22:00:00 Heilongjiang Mainland China ## 716 02/04/2020 22:00:00 Shaanxi Mainland China ## 717 02/04/2020 22:00:00 Guangxi Mainland China ## 718 02/04/2020 22:00:00 Hebei Mainland China ## 719 02/04/2020 22:00:00 Yunnan Mainland China ## 720 02/04/2020 22:00:00 Hainan Mainland China ## 721 02/04/2020 22:00:00 Liaoning Mainland China ## 722 02/04/2020 22:00:00 Shanxi Mainland China ## 723 02/04/2020 22:00:00 Tianjin Mainland China ## 724 02/04/2020 22:00:00 Guizhou Mainland China ## 725 02/04/2020 22:00:00 Gansu Mainland China ## 726 02/04/2020 22:00:00 Jilin Mainland China ## 727 02/04/2020 22:00:00 Inner Mongolia Mainland China ## 728 02/04/2020 22:00:00 Ningxia Mainland China ## 729 02/04/2020 22:00:00 Xinjiang Mainland China ## 730 02/04/2020 22:00:00 Thailand ## 731 02/04/2020 22:00:00 Singapore ## 732 02/04/2020 22:00:00 Japan ## 733 02/04/2020 22:00:00 Hong Kong Hong Kong ## 734 02/04/2020 22:00:00 Qinghai Mainland China ## 735 02/04/2020 22:00:00 South Korea ## 736 02/04/2020 22:00:00 Germany ## 737 02/04/2020 22:00:00 Taiwan Taiwan ## 738 02/04/2020 22:00:00 Macau Macau ## 739 02/04/2020 22:00:00 Malaysia ## 740 02/04/2020 22:00:00 Vietnam ## 741 02/04/2020 22:00:00 France ## 742 02/04/2020 22:00:00 United Arab Emirates ## 743 02/04/2020 22:00:00 New South Wales Australia ## 744 02/04/2020 22:00:00 Victoria Australia ## 745 02/04/2020 22:00:00 Queensland Australia ## 746 02/04/2020 22:00:00 India ## 747 02/04/2020 22:00:00 South Australia Australia ## 748 02/04/2020 22:00:00 Toronto, ON Canada ## 749 02/04/2020 22:00:00 Italy ## 750 02/04/2020 22:00:00 Philippines ## 751 02/04/2020 22:00:00 Russia ## 752 02/04/2020 22:00:00 UK ## 753 02/04/2020 22:00:00 Chicago, IL US ## 754 02/04/2020 22:00:00 San Benito, CA US ## 755 02/04/2020 22:00:00 Santa Clara, CA US ## 756 02/04/2020 22:00:00 Belgium ## 757 02/04/2020 22:00:00 Cambodia ## 758 02/04/2020 22:00:00 British Columbia Canada ## 759 02/04/2020 22:00:00 London, ON Canada ## 760 02/04/2020 22:00:00 Finland ## 761 02/04/2020 22:00:00 Tibet Mainland China ## 762 02/04/2020 22:00:00 Nepal ## 763 02/04/2020 22:00:00 Spain ## 764 02/04/2020 22:00:00 Sri Lanka ## 765 02/04/2020 22:00:00 Sweden ## 766 02/04/2020 22:00:00 Boston, MA US ## 767 02/04/2020 22:00:00 Los Angeles, CA US ## 768 02/04/2020 22:00:00 Orange, CA US ## 769 02/04/2020 22:00:00 Seattle, WA US ## 770 02/04/2020 22:00:00 Tempe, AZ US ## 771 02/05/2020 12:20:00 Hubei Mainland China ## 772 02/05/2020 12:20:00 Guangdong Mainland China ## 773 02/05/2020 12:20:00 Zhejiang Mainland China ## 774 02/05/2020 12:20:00 Henan Mainland China ## 775 02/05/2020 12:20:00 Hunan Mainland China ## 776 02/05/2020 12:20:00 Jiangxi Mainland China ## 777 02/05/2020 12:20:00 Anhui Mainland China ## 778 02/05/2020 12:20:00 Chongqing Mainland China ## 779 02/05/2020 12:20:00 Jiangsu Mainland China ## 780 02/05/2020 12:20:00 Shandong Mainland China ## 781 02/05/2020 12:20:00 Sichuan Mainland China ## 782 02/05/2020 12:20:00 Beijing Mainland China ## 783 02/05/2020 12:20:00 Shanghai Mainland China ## 784 02/05/2020 12:20:00 Fujian Mainland China ## 785 02/05/2020 12:20:00 Heilongjiang Mainland China ## 786 02/05/2020 12:20:00 Shaanxi Mainland China ## 787 02/05/2020 12:20:00 Guangxi Mainland China ## 788 02/05/2020 12:20:00 Hebei Mainland China ## 789 02/05/2020 12:20:00 Yunnan Mainland China ## 790 02/05/2020 12:20:00 Hainan Mainland China ## 791 02/05/2020 12:20:00 Liaoning Mainland China ## 792 02/05/2020 12:20:00 Shanxi Mainland China ## 793 02/05/2020 12:20:00 Tianjin Mainland China ## 794 02/05/2020 12:20:00 Guizhou Mainland China ## 795 02/05/2020 12:20:00 Gansu Mainland China ## 796 02/05/2020 12:20:00 Jilin Mainland China ## 797 02/05/2020 12:20:00 Inner Mongolia Mainland China ## 798 02/05/2020 12:20:00 Ningxia Mainland China ## 799 02/05/2020 12:20:00 Xinjiang Mainland China ## 800 02/05/2020 12:20:00 Singapore ## 801 02/05/2020 12:20:00 Thailand ## 802 02/05/2020 12:20:00 Japan ## 803 02/05/2020 12:20:00 Hong Kong Hong Kong ## 804 02/05/2020 12:20:00 South Korea ## 805 02/05/2020 12:20:00 Qinghai Mainland China ## 806 02/05/2020 12:20:00 Germany ## 807 02/05/2020 12:20:00 Malaysia ## 808 02/05/2020 12:20:00 Taiwan Taiwan ## 809 02/05/2020 12:20:00 Macau Macau ## 810 02/05/2020 12:20:00 Vietnam ## 811 02/05/2020 12:20:00 France ## 812 02/05/2020 12:20:00 United Arab Emirates ## 813 02/05/2020 12:20:00 New South Wales Australia ## 814 02/05/2020 12:20:00 Victoria Australia ## 815 02/05/2020 12:20:00 Queensland Australia ## 816 02/05/2020 12:20:00 India ## 817 02/05/2020 12:20:00 South Australia Australia ## 818 02/05/2020 12:20:00 Toronto, ON Canada ## 819 02/05/2020 12:20:00 Italy ## 820 02/05/2020 12:20:00 Philippines ## 821 02/05/2020 12:20:00 Russia ## 822 02/05/2020 12:20:00 UK ## 823 02/05/2020 12:20:00 Chicago, IL US ## 824 02/05/2020 12:20:00 San Benito, CA US ## 825 02/05/2020 12:20:00 Santa Clara, CA US ## 826 02/05/2020 12:20:00 Belgium ## 827 02/05/2020 12:20:00 Cambodia ## 828 02/05/2020 12:20:00 British Columbia Canada ## 829 02/05/2020 12:20:00 London, ON Canada ## 830 02/05/2020 12:20:00 Finland ## 831 02/05/2020 12:20:00 Tibet Mainland China ## 832 02/05/2020 12:20:00 Nepal ## 833 02/05/2020 12:20:00 Spain ## 834 02/05/2020 12:20:00 Sri Lanka ## 835 02/05/2020 12:20:00 Sweden ## 836 02/05/2020 12:20:00 Boston, MA US ## 837 02/05/2020 12:20:00 Los Angeles, CA US ## 838 02/05/2020 12:20:00 Orange, CA US ## 839 02/05/2020 12:20:00 Seattle, WA US ## 840 02/05/2020 12:20:00 Tempe, AZ US ## 841 02/06/2020 20:05:00 Hubei Mainland China ## 842 02/06/2020 20:05:00 Guangdong Mainland China ## 843 02/06/2020 20:05:00 Zhejiang Mainland China ## 844 02/06/2020 20:05:00 Henan Mainland China ## 845 02/06/2020 20:05:00 Hunan Mainland China ## 846 02/06/2020 20:05:00 Jiangxi Mainland China ## 847 02/06/2020 20:05:00 Anhui Mainland China ## 848 02/06/2020 20:05:00 Chongqing Mainland China ## 849 02/06/2020 20:05:00 Jiangsu Mainland China ## 850 02/06/2020 20:05:00 Shandong Mainland China ## 851 02/06/2020 20:05:00 Sichuan Mainland China ## 852 02/06/2020 20:05:00 Beijing Mainland China ## 853 02/06/2020 20:05:00 Shanghai Mainland China ## 854 02/06/2020 20:05:00 Heilongjiang Mainland China ## 855 02/06/2020 20:05:00 Fujian Mainland China ## 856 02/06/2020 20:05:00 Shaanxi Mainland China ## 857 02/06/2020 20:05:00 Guangxi Mainland China ## 858 02/06/2020 20:05:00 Hebei Mainland China ## 859 02/06/2020 20:05:00 Yunnan Mainland China ## 860 02/06/2020 20:05:00 Hainan Mainland China ## 861 02/06/2020 20:05:00 Shanxi Mainland China ## 862 02/06/2020 20:05:00 Liaoning Mainland China ## 863 02/06/2020 20:05:00 Tianjin Mainland China ## 864 02/06/2020 20:05:00 Guizhou Mainland China ## 865 02/06/2020 20:05:00 Gansu Mainland China ## 866 02/06/2020 20:05:00 Jilin Mainland China ## 867 02/06/2020 20:05:00 Inner Mongolia Mainland China ## 868 02/06/2020 20:05:00 Japan ## 869 02/06/2020 20:05:00 Ningxia Mainland China ## 870 02/06/2020 20:05:00 Xinjiang Mainland China ## 871 02/06/2020 20:05:00 Singapore ## 872 02/06/2020 20:05:00 Thailand ## 873 02/06/2020 20:05:00 Hong Kong Hong Kong ## 874 02/06/2020 20:05:00 South Korea ## 875 02/06/2020 20:05:00 Qinghai Mainland China ## 876 02/06/2020 20:05:00 Taiwan Taiwan ## 877 02/06/2020 20:05:00 Germany ## 878 02/06/2020 20:05:00 Malaysia ## 879 02/06/2020 20:05:00 Macau Macau ## 880 02/06/2020 20:05:00 Vietnam ## 881 02/06/2020 20:05:00 France ## 882 02/06/2020 20:05:00 United Arab Emirates ## 883 02/06/2020 20:05:00 New South Wales Australia ## 884 02/06/2020 20:05:00 Queensland Australia ## 885 02/06/2020 20:05:00 Victoria Australia ## 886 02/06/2020 20:05:00 India ## 887 02/06/2020 20:05:00 South Australia Australia ## 888 02/06/2020 20:05:00 British Columbia Canada ## 889 02/06/2020 20:05:00 Toronto, ON Canada ## 890 02/06/2020 20:05:00 Italy ## 891 02/06/2020 20:05:00 Philippines ## 892 02/06/2020 20:05:00 Russia ## 893 02/06/2020 20:05:00 UK ## 894 02/06/2020 20:05:00 Chicago, IL US ## 895 02/06/2020 20:05:00 San Benito, CA US ## 896 02/06/2020 20:05:00 Santa Clara, CA US ## 897 02/06/2020 20:05:00 Belgium ## 898 02/06/2020 20:05:00 Cambodia ## 899 02/06/2020 20:05:00 London, ON Canada ## 900 02/06/2020 20:05:00 Finland ## 901 02/06/2020 20:05:00 Tibet Mainland China ## 902 02/06/2020 20:05:00 Nepal ## 903 02/06/2020 20:05:00 Spain ## 904 02/06/2020 20:05:00 Sri Lanka ## 905 02/06/2020 20:05:00 Sweden ## 906 02/06/2020 20:05:00 Boston, MA US ## 907 02/06/2020 20:05:00 Los Angeles, CA US ## 908 02/06/2020 20:05:00 Madison, WI US ## 909 02/06/2020 20:05:00 Orange, CA US ## 910 02/06/2020 20:05:00 Seattle, WA US ## 911 02/06/2020 20:05:00 Tempe, AZ US ## 912 02/07/2020 20:24:00 Hubei Mainland China ## 913 02/07/2020 20:24:00 Guangdong Mainland China ## 914 02/07/2020 20:24:00 Zhejiang Mainland China ## 915 02/07/2020 20:24:00 Henan Mainland China ## 916 02/07/2020 20:24:00 Hunan Mainland China ## 917 02/07/2020 20:24:00 Anhui Mainland China ## 918 02/07/2020 20:24:00 Jiangxi Mainland China ## 919 02/07/2020 20:24:00 Chongqing Mainland China ## 920 02/07/2020 20:24:00 Jiangsu Mainland China ## 921 02/07/2020 20:24:00 Shandong Mainland China ## 922 02/07/2020 20:24:00 Sichuan Mainland China ## 923 02/07/2020 20:24:00 Beijing Mainland China ## 924 02/07/2020 20:24:00 Heilongjiang Mainland China ## 925 02/07/2020 20:24:00 Shanghai Mainland China ## 926 02/07/2020 20:24:00 Fujian Mainland China ## 927 02/07/2020 20:24:00 Shaanxi Mainland China ## 928 02/07/2020 20:24:00 Guangxi Mainland China ## 929 02/07/2020 20:24:00 Hebei Mainland China ## 930 02/07/2020 20:24:00 Yunnan Mainland China ## 931 02/07/2020 20:24:00 Hainan Mainland China ## 932 02/07/2020 20:24:00 Liaoning Mainland China ## 933 02/07/2020 20:24:00 Shanxi Mainland China ## 934 02/07/2020 20:24:00 Guizhou Mainland China ## 935 02/07/2020 20:24:00 Tianjin Mainland China ## 936 02/07/2020 20:24:00 Gansu Mainland China ## 937 02/07/2020 20:24:00 Jilin Mainland China ## 938 02/07/2020 20:24:00 Cruise Ship Others ## 939 02/07/2020 20:24:00 Inner Mongolia Mainland China ## 940 02/07/2020 20:24:00 Ningxia Mainland China ## 941 02/07/2020 20:24:00 Xinjiang Mainland China ## 942 02/07/2020 20:24:00 Singapore ## 943 02/07/2020 20:24:00 Hong Kong Hong Kong ## 944 02/07/2020 20:24:00 Japan ## 945 02/07/2020 20:24:00 Thailand ## 946 02/07/2020 20:24:00 South Korea ## 947 02/07/2020 20:24:00 Qinghai Mainland China ## 948 02/07/2020 20:24:00 Taiwan Taiwan ## 949 02/07/2020 20:24:00 Germany ## 950 02/07/2020 20:24:00 Malaysia ## 951 02/07/2020 20:24:00 Macau Macau ## 952 02/07/2020 20:24:00 Vietnam ## 953 02/07/2020 20:24:00 France ## 954 02/07/2020 20:24:00 Queensland Australia ## 955 02/07/2020 20:24:00 United Arab Emirates ## 956 02/07/2020 20:24:00 New South Wales Australia ## 957 02/07/2020 20:24:00 Victoria Australia ## 958 02/07/2020 20:24:00 British Columbia Canada ## 959 02/07/2020 20:24:00 India ## 960 02/07/2020 20:24:00 Italy ## 961 02/07/2020 20:24:00 Philippines ## 962 02/07/2020 20:24:00 UK ## 963 02/07/2020 20:24:00 South Australia Australia ## 964 02/07/2020 20:24:00 Toronto, ON Canada ## 965 02/07/2020 20:24:00 Russia ## 966 02/07/2020 20:24:00 Chicago, IL US ## 967 02/07/2020 20:24:00 San Benito, CA US ## 968 02/07/2020 20:24:00 Santa Clara, CA US ## 969 02/07/2020 20:24:00 Belgium ## 970 02/07/2020 20:24:00 Cambodia ## 971 02/07/2020 20:24:00 London, ON Canada ## 972 02/07/2020 20:24:00 Finland ## 973 02/07/2020 20:24:00 Tibet Mainland China ## 974 02/07/2020 20:24:00 Nepal ## 975 02/07/2020 20:24:00 Spain ## 976 02/07/2020 20:24:00 Sri Lanka ## 977 02/07/2020 20:24:00 Sweden ## 978 02/07/2020 20:24:00 Boston, MA US ## 979 02/07/2020 20:24:00 Los Angeles, CA US ## 980 02/07/2020 20:24:00 Madison, WI US ## 981 02/07/2020 20:24:00 Orange, CA US ## 982 02/07/2020 20:24:00 Seattle, WA US ## 983 02/07/2020 20:24:00 Tempe, AZ US ## 984 02/08/2020 23:04:00 Hubei Mainland China ## 985 02/08/2020 23:04:00 Guangdong Mainland China ## 986 02/08/2020 23:04:00 Zhejiang Mainland China ## 987 02/08/2020 23:04:00 Henan Mainland China ## 988 02/08/2020 23:04:00 Hunan Mainland China ## 989 02/08/2020 23:04:00 Anhui Mainland China ## 990 02/08/2020 23:04:00 Jiangxi Mainland China ## 991 02/08/2020 23:04:00 Jiangsu Mainland China ## 992 02/08/2020 23:04:00 Chongqing Mainland China ## 993 02/08/2020 23:04:00 Shandong Mainland China ## 994 02/08/2020 23:04:00 Sichuan Mainland China ## 995 02/08/2020 23:04:00 Beijing Mainland China ## 996 02/08/2020 23:04:00 Heilongjiang Mainland China ## 997 02/08/2020 23:04:00 Shanghai Mainland China ## 998 02/08/2020 23:04:00 Fujian Mainland China ## 999 02/08/2020 23:04:00 Shaanxi Mainland China ## 1000 02/08/2020 23:04:00 Hebei Mainland China ## 1001 02/08/2020 23:04:00 Guangxi Mainland China ## 1002 02/08/2020 23:04:00 Yunnan Mainland China ## 1003 02/08/2020 23:04:00 Hainan Mainland China ## 1004 02/08/2020 23:04:00 Shanxi Mainland China ## 1005 02/08/2020 23:04:00 Liaoning Mainland China ## 1006 02/08/2020 23:04:00 Guizhou Mainland China ## 1007 02/08/2020 23:04:00 Tianjin Mainland China ## 1008 02/08/2020 23:04:00 Gansu Mainland China ## 1009 02/08/2020 23:04:00 Jilin Mainland China ## 1010 02/08/2020 23:04:00 Cruise Ship Others ## 1011 02/08/2020 23:04:00 Inner Mongolia Mainland China ## 1012 02/08/2020 23:04:00 Ningxia Mainland China ## 1013 02/08/2020 23:04:00 Xinjiang Mainland China ## 1014 02/08/2020 23:04:00 Singapore ## 1015 02/08/2020 23:04:00 Thailand ## 1016 02/08/2020 23:04:00 Hong Kong Hong Kong ## 1017 02/08/2020 23:04:00 Japan ## 1018 02/08/2020 23:04:00 South Korea ## 1019 02/08/2020 23:04:00 Qinghai Mainland China ## 1020 02/08/2020 23:04:00 Taiwan Taiwan ## 1021 02/08/2020 23:04:00 Malaysia ## 1022 02/08/2020 23:04:00 Germany ## 1023 02/08/2020 23:04:00 Vietnam ## 1024 02/08/2020 23:04:00 France ## 1025 02/08/2020 23:04:00 Macau Macau ## 1026 02/08/2020 23:04:00 United Arab Emirates ## 1027 02/08/2020 23:04:00 Queensland Australia ## 1028 02/08/2020 23:04:00 New South Wales Australia ## 1029 02/08/2020 23:04:00 Victoria Australia ## 1030 02/08/2020 23:04:00 British Columbia Canada ## 1031 02/08/2020 23:04:00 India ## 1032 02/08/2020 23:04:00 Italy ## 1033 02/08/2020 23:04:00 Philippines ## 1034 02/08/2020 23:04:00 UK ## 1035 02/08/2020 23:04:00 South Australia Australia ## 1036 02/08/2020 23:04:00 Toronto, ON Canada ## 1037 02/08/2020 23:04:00 Russia ## 1038 02/08/2020 23:04:00 Chicago, IL US ## 1039 02/08/2020 23:04:00 San Benito, CA US ## 1040 02/08/2020 23:04:00 Santa Clara, CA US ## 1041 02/08/2020 23:04:00 Belgium ## 1042 02/08/2020 23:04:00 Cambodia ## 1043 02/08/2020 23:04:00 London, ON Canada ## 1044 02/08/2020 23:04:00 Finland ## 1045 02/08/2020 23:04:00 Tibet Mainland China ## 1046 02/08/2020 23:04:00 Nepal ## 1047 02/08/2020 23:04:00 Spain ## 1048 02/08/2020 23:04:00 Sri Lanka ## 1049 02/08/2020 23:04:00 Sweden ## 1050 02/08/2020 23:04:00 Boston, MA US ## 1051 02/08/2020 23:04:00 Los Angeles, CA US ## 1052 02/08/2020 23:04:00 Madison, WI US ## 1053 02/08/2020 23:04:00 Orange, CA US ## 1054 02/08/2020 23:04:00 Seattle, WA US ## 1055 02/08/2020 23:04:00 Tempe, AZ US ## 1056 02/09/2020 23:20:00 Hubei Mainland China ## 1057 02/09/2020 23:20:00 Guangdong Mainland China ## 1058 02/09/2020 23:20:00 Zhejiang Mainland China ## 1059 02/09/2020 23:20:00 Henan Mainland China ## 1060 02/09/2020 23:20:00 Hunan Mainland China ## 1061 02/09/2020 23:20:00 Anhui Mainland China ## 1062 02/09/2020 23:20:00 Jiangxi Mainland China ## 1063 02/09/2020 23:20:00 Jiangsu Mainland China ## 1064 02/09/2020 23:20:00 Chongqing Mainland China ## 1065 02/09/2020 23:20:00 Shandong Mainland China ## 1066 02/09/2020 23:20:00 Sichuan Mainland China ## 1067 02/09/2020 23:20:00 Beijing Mainland China ## 1068 02/09/2020 23:20:00 Heilongjiang Mainland China ## 1069 02/09/2020 23:20:00 Shanghai Mainland China ## 1070 02/09/2020 23:20:00 Fujian Mainland China ## 1071 02/09/2020 23:20:00 Hebei Mainland China ## 1072 02/09/2020 23:20:00 Shaanxi Mainland China ## 1073 02/09/2020 23:20:00 Guangxi Mainland China ## 1074 02/09/2020 23:20:00 Yunnan Mainland China ## 1075 02/09/2020 23:20:00 Hainan Mainland China ## 1076 02/09/2020 23:20:00 Shanxi Mainland China ## 1077 02/09/2020 23:20:00 Guizhou Mainland China ## 1078 02/09/2020 23:20:00 Liaoning Mainland China ## 1079 02/09/2020 23:20:00 Tianjin Mainland China ## 1080 02/09/2020 23:20:00 Gansu Mainland China ## 1081 02/09/2020 23:20:00 Jilin Mainland China ## 1082 02/09/2020 23:20:00 Diamond Princess cruise ship Others ## 1083 02/09/2020 23:20:00 Inner Mongolia Mainland China ## 1084 02/09/2020 23:20:00 Ningxia Mainland China ## 1085 02/09/2020 23:20:00 Xinjiang Mainland China ## 1086 02/09/2020 23:20:00 Singapore ## 1087 02/09/2020 23:20:00 Hong Kong Hong Kong ## 1088 02/09/2020 23:20:00 Thailand ## 1089 02/09/2020 23:20:00 South Korea ## 1090 02/09/2020 23:20:00 Japan ## 1091 02/09/2020 23:20:00 Qinghai Mainland China ## 1092 02/09/2020 23:20:00 Malaysia ## 1093 02/09/2020 23:20:00 Taiwan Taiwan ## 1094 02/09/2020 23:20:00 Germany ## 1095 02/09/2020 23:20:00 Vietnam ## 1096 02/09/2020 23:20:00 France ## 1097 02/09/2020 23:20:00 Macau Macau ## 1098 02/09/2020 23:20:00 United Arab Emirates ## 1099 02/09/2020 23:20:00 Queensland Australia ## 1100 02/09/2020 23:20:00 New South Wales Australia ## 1101 02/09/2020 23:20:00 Victoria Australia ## 1102 02/09/2020 23:20:00 British Columbia Canada ## 1103 02/09/2020 23:20:00 India ## 1104 02/09/2020 23:20:00 Italy ## 1105 02/09/2020 23:20:00 Philippines ## 1106 02/09/2020 23:20:00 UK ## 1107 02/09/2020 23:20:00 South Australia Australia ## 1108 02/09/2020 23:20:00 Toronto, ON Canada ## 1109 02/09/2020 23:20:00 Russia ## 1110 02/09/2020 23:20:00 Spain ## 1111 02/09/2020 23:20:00 Chicago, IL US ## 1112 02/09/2020 23:20:00 San Benito, CA US ## 1113 02/09/2020 23:20:00 Santa Clara, CA US ## 1114 02/09/2020 23:20:00 Belgium ## 1115 02/09/2020 23:20:00 Cambodia ## 1116 02/09/2020 23:20:00 London, ON Canada ## 1117 02/09/2020 23:20:00 Finland ## 1118 02/09/2020 23:20:00 Tibet Mainland China ## 1119 02/09/2020 23:20:00 Nepal ## 1120 02/09/2020 23:20:00 Sri Lanka ## 1121 02/09/2020 23:20:00 Sweden ## 1122 02/09/2020 23:20:00 Boston, MA US ## 1123 02/09/2020 23:20:00 Los Angeles, CA US ## 1124 02/09/2020 23:20:00 Madison, WI US ## 1125 02/09/2020 23:20:00 Orange, CA US ## 1126 02/09/2020 23:20:00 Seattle, WA US ## 1127 02/09/2020 23:20:00 Tempe, AZ US ## 1128 02/10/2020 19:30:00 Hubei Mainland China ## 1129 02/10/2020 19:30:00 Guangdong Mainland China ## 1130 02/10/2020 19:30:00 Zhejiang Mainland China ## 1131 02/10/2020 19:30:00 Henan Mainland China ## 1132 02/10/2020 19:30:00 Hunan Mainland China ## 1133 02/10/2020 19:30:00 Anhui Mainland China ## 1134 02/10/2020 19:30:00 Jiangxi Mainland China ## 1135 02/10/2020 19:30:00 Jiangsu Mainland China ## 1136 02/10/2020 19:30:00 Chongqing Mainland China ## 1137 02/10/2020 19:30:00 Shandong Mainland China ## 1138 02/10/2020 19:30:00 Sichuan Mainland China ## 1139 02/10/2020 19:30:00 Beijing Mainland China ## 1140 02/10/2020 19:30:00 Heilongjiang Mainland China ## 1141 02/10/2020 19:30:00 Shanghai Mainland China ## 1142 02/10/2020 19:30:00 Fujian Mainland China ## 1143 02/10/2020 19:30:00 Hebei Mainland China ## 1144 02/10/2020 19:30:00 Shaanxi Mainland China ## 1145 02/10/2020 19:30:00 Guangxi Mainland China ## 1146 02/10/2020 19:30:00 Yunnan Mainland China ## 1147 02/10/2020 19:30:00 Hainan Mainland China ## 1148 02/10/2020 19:30:00 Diamond Princess cruise ship Others ## 1149 02/10/2020 19:30:00 Shanxi Mainland China ## 1150 02/10/2020 19:30:00 Guizhou Mainland China ## 1151 02/10/2020 19:30:00 Liaoning Mainland China ## 1152 02/10/2020 19:30:00 Tianjin Mainland China ## 1153 02/10/2020 19:30:00 Gansu Mainland China ## 1154 02/10/2020 19:30:00 Jilin Mainland China ## 1155 02/10/2020 19:30:00 Inner Mongolia Mainland China ## 1156 02/10/2020 19:30:00 Ningxia Mainland China ## 1157 02/10/2020 19:30:00 Xinjiang Mainland China ## 1158 02/10/2020 19:30:00 Singapore ## 1159 02/10/2020 19:30:00 Hong Kong Hong Kong ## 1160 02/10/2020 19:30:00 Thailand ## 1161 02/10/2020 19:30:00 South Korea ## 1162 02/10/2020 19:30:00 Japan ## 1163 02/10/2020 19:30:00 Qinghai Mainland China ## 1164 02/10/2020 19:30:00 Malaysia ## 1165 02/10/2020 19:30:00 Taiwan Taiwan ## 1166 02/10/2020 19:30:00 Germany ## 1167 02/10/2020 19:30:00 Vietnam ## 1168 02/10/2020 19:30:00 France ## 1169 02/10/2020 19:30:00 Macau Macau ## 1170 02/10/2020 19:30:00 UK ## 1171 02/10/2020 19:30:00 United Arab Emirates ## 1172 02/10/2020 19:30:00 Queensland Australia ## 1173 02/10/2020 19:30:00 New South Wales Australia ## 1174 02/10/2020 19:30:00 Victoria Australia ## 1175 02/10/2020 19:30:00 British Columbia Canada ## 1176 02/10/2020 19:30:00 India ## 1177 02/10/2020 19:30:00 Italy ## 1178 02/10/2020 19:30:00 Philippines ## 1179 02/10/2020 19:30:00 South Australia Australia ## 1180 02/10/2020 19:30:00 Toronto, ON Canada ## 1181 02/10/2020 19:30:00 Russia ## 1182 02/10/2020 19:30:00 Spain ## 1183 02/10/2020 19:30:00 Chicago, IL US ## 1184 02/10/2020 19:30:00 San Benito, CA US ## 1185 02/10/2020 19:30:00 Santa Clara, CA US ## 1186 02/10/2020 19:30:00 Belgium ## 1187 02/10/2020 19:30:00 Cambodia ## 1188 02/10/2020 19:30:00 London, ON Canada ## 1189 02/10/2020 19:30:00 Finland ## 1190 02/10/2020 19:30:00 Tibet Mainland China ## 1191 02/10/2020 19:30:00 Nepal ## 1192 02/10/2020 19:30:00 Sri Lanka ## 1193 02/10/2020 19:30:00 Sweden ## 1194 02/10/2020 19:30:00 Boston, MA US ## 1195 02/10/2020 19:30:00 Los Angeles, CA US ## 1196 02/10/2020 19:30:00 Madison, WI US ## 1197 02/10/2020 19:30:00 Orange, CA US ## 1198 02/10/2020 19:30:00 Seattle, WA US ## 1199 02/10/2020 19:30:00 Tempe, AZ US ## 1200 02/11/2020 20:44:00 Hubei Mainland China ## 1201 02/11/2020 20:44:00 Guangdong Mainland China ## 1202 02/11/2020 20:44:00 Henan Mainland China ## 1203 02/11/2020 20:44:00 Zhejiang Mainland China ## 1204 02/11/2020 20:44:00 Hunan Mainland China ## 1205 02/11/2020 20:44:00 Anhui Mainland China ## 1206 02/11/2020 20:44:00 Jiangxi Mainland China ## 1207 02/11/2020 20:44:00 Jiangsu Mainland China ## 1208 02/11/2020 20:44:00 Chongqing Mainland China ## 1209 02/11/2020 20:44:00 Shandong Mainland China ## 1210 02/11/2020 20:44:00 Sichuan Mainland China ## 1211 02/11/2020 20:44:00 Heilongjiang Mainland China ## 1212 02/11/2020 20:44:00 Beijing Mainland China ## 1213 02/11/2020 20:44:00 Shanghai Mainland China ## 1214 02/11/2020 20:44:00 Fujian Mainland China ## 1215 02/11/2020 20:44:00 Hebei Mainland China ## 1216 02/11/2020 20:44:00 Guangxi Mainland China ## 1217 02/11/2020 20:44:00 Shaanxi Mainland China ## 1218 02/11/2020 20:44:00 Yunnan Mainland China ## 1219 02/11/2020 20:44:00 Hainan Mainland China ## 1220 02/11/2020 20:44:00 Diamond Princess cruise ship Others ## 1221 02/11/2020 20:44:00 Guizhou Mainland China ## 1222 02/11/2020 20:44:00 Shanxi Mainland China ## 1223 02/11/2020 20:44:00 Liaoning Mainland China ## 1224 02/11/2020 20:44:00 Tianjin Mainland China ## 1225 02/11/2020 20:44:00 Gansu Mainland China ## 1226 02/11/2020 20:44:00 Jilin Mainland China ## 1227 02/11/2020 20:44:00 Xinjiang Mainland China ## 1228 02/11/2020 20:44:00 Inner Mongolia Mainland China ## 1229 02/11/2020 20:44:00 Ningxia Mainland China ## 1230 02/11/2020 20:44:00 Hong Kong Hong Kong ## 1231 02/11/2020 20:44:00 Singapore ## 1232 02/11/2020 20:44:00 Thailand ## 1233 02/11/2020 20:44:00 South Korea ## 1234 02/11/2020 20:44:00 Japan ## 1235 02/11/2020 20:44:00 Qinghai Mainland China ## 1236 02/11/2020 20:44:00 Malaysia ## 1237 02/11/2020 20:44:00 Taiwan Taiwan ## 1238 02/11/2020 20:44:00 Germany ## 1239 02/11/2020 20:44:00 Vietnam ## 1240 02/11/2020 20:44:00 France ## 1241 02/11/2020 20:44:00 Macau Macau ## 1242 02/11/2020 20:44:00 UK ## 1243 02/11/2020 20:44:00 United Arab Emirates ## 1244 02/11/2020 20:44:00 Queensland Australia ## 1245 02/11/2020 20:44:00 New South Wales Australia ## 1246 02/11/2020 20:44:00 Victoria Australia ## 1247 02/11/2020 20:44:00 British Columbia Canada ## 1248 02/11/2020 20:44:00 India ## 1249 02/11/2020 20:44:00 Italy ## 1250 02/11/2020 20:44:00 Philippines ## 1251 02/11/2020 20:44:00 South Australia Australia ## 1252 02/11/2020 20:44:00 Toronto, ON Canada ## 1253 02/11/2020 20:44:00 Russia ## 1254 02/11/2020 20:44:00 Spain ## 1255 02/11/2020 20:44:00 Chicago, IL US ## 1256 02/11/2020 20:44:00 San Benito, CA US ## 1257 02/11/2020 20:44:00 Santa Clara, CA US ## 1258 02/11/2020 20:44:00 Belgium ## 1259 02/11/2020 20:44:00 Cambodia ## 1260 02/11/2020 20:44:00 London, ON Canada ## 1261 02/11/2020 20:44:00 Finland ## 1262 02/11/2020 20:44:00 Tibet Mainland China ## 1263 02/11/2020 20:44:00 Nepal ## 1264 02/11/2020 20:44:00 Sri Lanka ## 1265 02/11/2020 20:44:00 Sweden ## 1266 02/11/2020 20:44:00 Boston, MA US ## 1267 02/11/2020 20:44:00 Los Angeles, CA US ## 1268 02/11/2020 20:44:00 Madison, WI US ## 1269 02/11/2020 20:44:00 Orange, CA US ## 1270 02/11/2020 20:44:00 San Diego County, CA US ## 1271 02/11/2020 20:44:00 Seattle, WA US ## 1272 02/11/2020 20:44:00 Tempe, AZ US ## 1273 02/12/2020 22:00:00 Hubei Mainland China ## 1274 02/12/2020 22:00:00 Guangdong Mainland China ## 1275 02/12/2020 22:00:00 Henan Mainland China ## 1276 02/12/2020 22:00:00 Zhejiang Mainland China ## 1277 02/12/2020 22:00:00 Hunan Mainland China ## 1278 02/12/2020 22:00:00 Anhui Mainland China ## 1279 02/12/2020 22:00:00 Jiangxi Mainland China ## 1280 02/12/2020 22:00:00 Jiangsu Mainland China ## 1281 02/12/2020 22:00:00 Chongqing Mainland China ## 1282 02/12/2020 22:00:00 Shandong Mainland China ## 1283 02/12/2020 22:00:00 Sichuan Mainland China ## 1284 02/12/2020 22:00:00 Heilongjiang Mainland China ## 1285 02/12/2020 22:00:00 Beijing Mainland China ## 1286 02/12/2020 22:00:00 Shanghai Mainland China ## 1287 02/12/2020 22:00:00 Fujian Mainland China ## 1288 02/12/2020 22:00:00 Hebei Mainland China ## 1289 02/12/2020 22:00:00 Shaanxi Mainland China ## 1290 02/12/2020 22:00:00 Guangxi Mainland China ## 1291 02/12/2020 22:00:00 Diamond Princess cruise ship Others ## 1292 02/12/2020 22:00:00 Hainan Mainland China ## 1293 02/12/2020 22:00:00 Yunnan Mainland China ## 1294 02/12/2020 22:00:00 Guizhou Mainland China ## 1295 02/12/2020 22:00:00 Shanxi Mainland China ## 1296 02/12/2020 22:00:00 Liaoning Mainland China ## 1297 02/12/2020 22:00:00 Tianjin Mainland China ## 1298 02/12/2020 22:00:00 Gansu Mainland China ## 1299 02/12/2020 22:00:00 Jilin Mainland China ## 1300 02/12/2020 22:00:00 Ningxia Mainland China ## 1301 02/12/2020 22:00:00 Xinjiang Mainland China ## 1302 02/12/2020 22:00:00 Inner Mongolia Mainland China ## 1303 02/12/2020 22:00:00 Hong Kong Hong Kong ## 1304 02/12/2020 22:00:00 Singapore ## 1305 02/12/2020 22:00:00 Thailand ## 1306 02/12/2020 22:00:00 Japan ## 1307 02/12/2020 22:00:00 South Korea ## 1308 02/12/2020 22:00:00 Qinghai Mainland China ## 1309 02/12/2020 22:00:00 Malaysia ## 1310 02/12/2020 22:00:00 Taiwan Taiwan ## 1311 02/12/2020 22:00:00 Germany ## 1312 02/12/2020 22:00:00 Vietnam ## 1313 02/12/2020 22:00:00 France ## 1314 02/12/2020 22:00:00 Macau Macau ## 1315 02/12/2020 22:00:00 UK ## 1316 02/12/2020 22:00:00 United Arab Emirates ## 1317 02/12/2020 22:00:00 Queensland Australia ## 1318 02/12/2020 22:00:00 New South Wales Australia ## 1319 02/12/2020 22:00:00 Victoria Australia ## 1320 02/12/2020 22:00:00 British Columbia Canada ## 1321 02/12/2020 22:00:00 India ## 1322 02/12/2020 22:00:00 Italy ## 1323 02/12/2020 22:00:00 Philippines ## 1324 02/12/2020 22:00:00 South Australia Australia ## 1325 02/12/2020 22:00:00 Toronto, ON Canada ## 1326 02/12/2020 22:00:00 Russia ## 1327 02/12/2020 22:00:00 Spain ## 1328 02/12/2020 22:00:00 Chicago, IL US ## 1329 02/12/2020 22:00:00 San Benito, CA US ## 1330 02/12/2020 22:00:00 Santa Clara, CA US ## 1331 02/12/2020 22:00:00 Belgium ## 1332 02/12/2020 22:00:00 Cambodia ## 1333 02/12/2020 22:00:00 London, ON Canada ## 1334 02/12/2020 22:00:00 Finland ## 1335 02/12/2020 22:00:00 Tibet Mainland China ## 1336 02/12/2020 22:00:00 Nepal ## 1337 02/12/2020 22:00:00 Sri Lanka ## 1338 02/12/2020 22:00:00 Sweden ## 1339 02/12/2020 22:00:00 Boston, MA US ## 1340 02/12/2020 22:00:00 Los Angeles, CA US ## 1341 02/12/2020 22:00:00 Madison, WI US ## 1342 02/12/2020 22:00:00 Orange, CA US ## 1343 02/12/2020 22:00:00 San Diego County, CA US ## 1344 02/12/2020 22:00:00 Seattle, WA US ## 1345 02/12/2020 22:00:00 Tempe, AZ US ## 1346 02/13/2020 21:15:00 Hubei Mainland China ## 1347 02/13/2020 21:15:00 Guangdong Mainland China ## 1348 02/13/2020 21:15:00 Henan Mainland China ## 1349 02/13/2020 21:15:00 Zhejiang Mainland China ## 1350 02/13/2020 21:15:00 Hunan Mainland China ## 1351 02/13/2020 21:15:00 Anhui Mainland China ## 1352 02/13/2020 21:15:00 Jiangxi Mainland China ## 1353 02/13/2020 21:15:00 Jiangsu Mainland China ## 1354 02/13/2020 21:15:00 Chongqing Mainland China ## 1355 02/13/2020 21:15:00 Shandong Mainland China ## 1356 02/13/2020 21:15:00 Sichuan Mainland China ## 1357 02/13/2020 21:15:00 Heilongjiang Mainland China ## 1358 02/13/2020 21:15:00 Beijing Mainland China ## 1359 02/13/2020 21:15:00 Shanghai Mainland China ## 1360 02/13/2020 21:15:00 Hebei Mainland China ## 1361 02/13/2020 21:15:00 Fujian Mainland China ## 1362 02/13/2020 21:15:00 Shaanxi Mainland China ## 1363 02/13/2020 21:15:00 Guangxi Mainland China ## 1364 02/13/2020 21:15:00 Diamond Princess cruise ship Others ## 1365 02/13/2020 21:15:00 Hainan Mainland China ## 1366 02/13/2020 21:15:00 Yunnan Mainland China ## 1367 02/13/2020 21:15:00 Guizhou Mainland China ## 1368 02/13/2020 21:15:00 Shanxi Mainland China ## 1369 02/13/2020 21:15:00 Tianjin Mainland China ## 1370 02/13/2020 21:15:00 Liaoning Mainland China ## 1371 02/13/2020 21:15:00 Gansu Mainland China ## 1372 02/13/2020 21:15:00 Jilin Mainland China ## 1373 02/13/2020 21:15:00 Ningxia Mainland China ## 1374 02/13/2020 21:15:00 Inner Mongolia Mainland China ## 1375 02/13/2020 21:15:00 Xinjiang Mainland China ## 1376 02/13/2020 21:15:00 Singapore ## 1377 02/13/2020 21:15:00 Hong Kong Hong Kong ## 1378 02/13/2020 21:15:00 Thailand ## 1379 02/13/2020 21:15:00 Japan ## 1380 02/13/2020 21:15:00 South Korea ## 1381 02/13/2020 21:15:00 Malaysia ## 1382 02/13/2020 21:15:00 Qinghai Mainland China ## 1383 02/13/2020 21:15:00 Taiwan Taiwan ## 1384 02/13/2020 21:15:00 Germany ## 1385 02/13/2020 21:15:00 Vietnam ## 1386 02/13/2020 21:15:00 France ## 1387 02/13/2020 21:15:00 Macau Macau ## 1388 02/13/2020 21:15:00 UK ## 1389 02/13/2020 21:15:00 United Arab Emirates ## 1390 02/13/2020 21:15:00 Queensland Australia ## 1391 02/13/2020 21:15:00 New South Wales Australia ## 1392 02/13/2020 21:15:00 Victoria Australia ## 1393 02/13/2020 21:15:00 British Columbia Canada ## 1394 02/13/2020 21:15:00 India ## 1395 02/13/2020 21:15:00 Italy ## 1396 02/13/2020 21:15:00 Philippines ## 1397 02/13/2020 21:15:00 South Australia Australia ## 1398 02/13/2020 21:15:00 Toronto, ON Canada ## 1399 02/13/2020 21:15:00 Russia ## 1400 02/13/2020 21:15:00 Spain ## 1401 02/13/2020 21:15:00 Chicago, IL US ## 1402 02/13/2020 21:15:00 San Benito, CA US ## 1403 02/13/2020 21:15:00 San Diego County, CA US ## 1404 02/13/2020 21:15:00 Santa Clara, CA US ## 1405 02/13/2020 21:15:00 Belgium ## 1406 02/13/2020 21:15:00 Cambodia ## 1407 02/13/2020 21:15:00 London, ON Canada ## 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1302 2020-02-13 01:23:08 61 0 6 ## 1303 2020-02-12 09:53:02 50 1 1 ## 1304 2020-02-12 19:53:02 50 0 15 ## 1305 2020-02-11 18:43:04 33 0 10 ## 1306 2020-02-12 02:43:03 28 0 9 ## 1307 2020-02-12 14:43:03 28 0 7 ## 1308 2020-02-12 08:03:06 18 0 9 ## 1309 2020-02-11 03:13:13 18 0 3 ## 1310 2020-02-09 09:13:11 18 0 1 ## 1311 2020-02-11 19:33:03 16 0 0 ## 1312 2020-02-11 16:43:06 15 0 6 ## 1313 2020-02-12 18:53:02 11 0 2 ## 1314 2020-02-12 09:53:02 10 0 2 ## 1315 2020-02-12 19:03:06 9 0 1 ## 1316 2020-02-12 00:33:02 8 0 1 ## 1317 2020-02-09 19:33:02 5 0 0 ## 1318 2020-02-06 03:13:22 4 0 2 ## 1319 2020-02-01 18:12:49 4 0 0 ## 1320 2020-02-07 05:43:03 4 0 0 ## 1321 2020-02-03 21:43:02 3 0 0 ## 1322 2020-02-07 17:53:02 3 0 0 ## 1323 2020-02-12 07:43:02 3 1 1 ## 1324 2020-02-02 22:33:07 2 0 0 ## 1325 2020-02-04 00:13:06 2 0 0 ## 1326 2020-02-12 14:43:03 2 0 2 ## 1327 2020-02-09 20:33:03 2 0 0 ## 1328 2020-02-09 19:03:03 2 0 2 ## 1329 2020-02-03 03:53:02 2 0 0 ## 1330 2020-02-03 00:43:02 2 0 0 ## 1331 2020-02-04 15:43:02 1 0 0 ## 1332 2020-02-12 07:43:02 1 0 1 ## 1333 2020-02-12 18:53:03 1 0 1 ## 1334 2020-02-12 00:03:12 1 0 1 ## 1335 2020-02-12 06:43:02 1 0 1 ## 1336 2020-02-12 14:43:03 1 0 1 ## 1337 2020-02-08 03:43:03 1 0 1 ## 1338 2020-02-01 02:13:26 1 0 0 ## 1339 2020-02-01 19:43:03 1 0 0 ## 1340 2020-02-01 19:53:03 1 0 0 ## 1341 2020-02-05 21:53:02 1 0 0 ## 1342 2020-02-01 19:53:03 1 0 0 ## 1343 2020-02-11 01:23:05 1 0 0 ## 1344 2020-02-09 07:03:04 1 0 1 ## 1345 2020-02-01 19:43:03 1 0 0 ## 1346 2020-02-14 00:13:23 51986 1426 4131 ## 1347 2020-02-14 01:23:02 1261 2 332 ## 1348 2020-02-14 01:13:05 1184 11 313 ## 1349 2020-02-14 01:13:05 1155 0 367 ## 1350 2020-02-14 01:23:02 988 2 352 ## 1351 2020-02-14 01:33:02 934 6 166 ## 1352 2020-02-14 01:13:06 900 1 187 ## 1353 2020-02-14 01:03:10 593 0 137 ## 1354 2020-02-13 23:23:05 529 4 128 ## 1355 2020-02-14 00:43:02 519 2 111 ## 1356 2020-02-14 00:43:02 463 1 105 ## 1357 2020-02-14 00:23:04 418 11 37 ## 1358 2020-02-13 14:13:06 366 3 69 ## 1359 2020-02-14 00:03:08 318 1 62 ## 1360 2020-02-14 00:03:08 283 3 69 ## 1361 2020-02-14 00:43:02 281 0 59 ## 1362 2020-02-13 10:33:23 229 0 46 ## 1363 2020-02-14 00:23:04 226 2 35 ## 1364 2020-02-14 00:13:23 218 0 0 ## 1365 2020-02-14 00:53:02 158 4 30 ## 1366 2020-02-13 08:43:08 156 0 27 ## 1367 2020-02-14 01:53:02 140 1 28 ## 1368 2020-02-13 23:23:05 126 0 36 ## 1369 2020-02-13 23:43:02 119 3 21 ## 1370 2020-02-13 14:33:02 117 1 22 ## 1371 2020-02-13 15:53:03 90 2 39 ## 1372 2020-02-14 00:43:02 86 1 25 ## 1373 2020-02-14 01:43:02 67 0 24 ## 1374 2020-02-14 02:03:08 65 0 6 ## 1375 2020-02-14 01:13:06 65 1 6 ## 1376 2020-02-13 14:33:02 58 0 15 ## 1377 2020-02-13 14:53:02 53 1 1 ## 1378 2020-02-13 17:53:03 33 0 12 ## 1379 2020-02-13 12:23:05 28 1 9 ## 1380 2020-02-12 14:43:03 28 0 7 ## 1381 2020-02-13 10:53:02 19 0 3 ## 1382 2020-02-13 08:43:08 18 0 11 ## 1383 2020-02-09 09:13:11 18 0 1 ## 1384 2020-02-13 15:13:11 16 0 1 ## 1385 2020-02-13 06:33:02 16 0 7 ## 1386 2020-02-12 18:53:02 11 0 2 ## 1387 2020-02-13 14:13:06 10 0 3 ## 1388 2020-02-12 19:03:06 9 0 1 ## 1389 2020-02-12 00:33:02 8 0 1 ## 1390 2020-02-09 19:33:02 5 0 0 ## 1391 2020-02-13 17:53:03 4 0 4 ## 1392 2020-02-13 17:53:03 4 0 4 ## 1393 2020-02-07 05:43:03 4 0 0 ## 1394 2020-02-13 18:53:02 3 0 0 ## 1395 2020-02-07 17:53:02 3 0 0 ## 1396 2020-02-12 07:43:02 3 1 1 ## 1397 2020-02-02 22:33:07 2 0 0 ## 1398 2020-02-04 00:13:06 2 0 0 ## 1399 2020-02-12 14:43:03 2 0 2 ## 1400 2020-02-09 20:33:03 2 0 0 ## 1401 2020-02-09 19:03:03 2 0 2 ## 1402 2020-02-03 03:53:02 2 0 0 ## 1403 2020-02-13 03:13:08 2 0 0 ## 1404 2020-02-03 00:43:02 2 0 0 ## 1405 2020-02-04 15:43:02 1 0 0 ## 1406 2020-02-12 07:43:02 1 0 1 ## 1407 2020-02-12 18:53:03 1 0 1 ## 1408 2020-02-12 00:03:12 1 0 1 ## 1409 2020-02-12 06:43:02 1 0 1 ## 1410 2020-02-12 14:43:03 1 0 1 ## 1411 2020-02-08 03:43:03 1 0 1 ## 1412 2020-02-01 02:13:26 1 0 0 ## 1413 2020-02-01 19:43:03 1 0 0 ## 1414 2020-02-01 19:53:03 1 0 0 ## 1415 2020-02-05 21:53:02 1 0 0 ## 1416 2020-02-01 19:53:03 1 0 0 ## 1417 2020-02-13 18:53:02 1 0 0 ## 1418 2020-02-09 07:03:04 1 0 1 ## 1419 2020-02-01 19:43:03 1 0 0 ``` --- ```r library(magrittr) library(dplyr) corona %>% * select_all(tolower) %>% * select(-sno) ``` ``` ## date province.state country ## 1 01/22/2020 12:00:00 Anhui China ## 2 01/22/2020 12:00:00 Beijing China ## 3 01/22/2020 12:00:00 Chongqing China ## 4 01/22/2020 12:00:00 Fujian China ## 5 01/22/2020 12:00:00 Gansu China ## 6 01/22/2020 12:00:00 Guangdong China ## 7 01/22/2020 12:00:00 Guangxi China ## 8 01/22/2020 12:00:00 Guizhou China ## 9 01/22/2020 12:00:00 Hainan China ## 10 01/22/2020 12:00:00 Hebei China ## 11 01/22/2020 12:00:00 Heilongjiang China ## 12 01/22/2020 12:00:00 Henan China ## 13 01/22/2020 12:00:00 Hong Kong China ## 14 01/22/2020 12:00:00 Hubei China ## 15 01/22/2020 12:00:00 Hunan China ## 16 01/22/2020 12:00:00 Inner Mongolia China ## 17 01/22/2020 12:00:00 Jiangsu China ## 18 01/22/2020 12:00:00 Jiangxi China ## 19 01/22/2020 12:00:00 Jilin China ## 20 01/22/2020 12:00:00 Liaoning China ## 21 01/22/2020 12:00:00 Macau China ## 22 01/22/2020 12:00:00 Ningxia China ## 23 01/22/2020 12:00:00 Qinghai China ## 24 01/22/2020 12:00:00 Shaanxi China ## 25 01/22/2020 12:00:00 Shandong China ## 26 01/22/2020 12:00:00 Shanghai China ## 27 01/22/2020 12:00:00 Shanxi China ## 28 01/22/2020 12:00:00 Sichuan China ## 29 01/22/2020 12:00:00 Taiwan China ## 30 01/22/2020 12:00:00 Tianjin China ## 31 01/22/2020 12:00:00 Tibet China ## 32 01/22/2020 12:00:00 Washington US ## 33 01/22/2020 12:00:00 Xinjiang China ## 34 01/22/2020 12:00:00 Yunnan China ## 35 01/22/2020 12:00:00 Zhejiang China ## 36 01/22/2020 12:00:00 Japan ## 37 01/22/2020 12:00:00 Thailand ## 38 01/22/2020 12:00:00 South Korea ## 39 01/23/2020 12:00:00 Anhui Mainland China ## 40 01/23/2020 12:00:00 Beijing Mainland China ## 41 01/23/2020 12:00:00 Chongqing Mainland China ## 42 01/23/2020 12:00:00 Fujian Mainland China ## 43 01/23/2020 12:00:00 Gansu Mainland China ## 44 01/23/2020 12:00:00 Guangdong Mainland China ## 45 01/23/2020 12:00:00 Guangxi Mainland China ## 46 01/23/2020 12:00:00 Guizhou Mainland China ## 47 01/23/2020 12:00:00 Hainan Mainland China ## 48 01/23/2020 12:00:00 Hebei Mainland China ## 49 01/23/2020 12:00:00 Heilongjiang Mainland China ## 50 01/23/2020 12:00:00 Henan Mainland China ## 51 01/23/2020 12:00:00 Hong Kong Hong Kong ## 52 01/23/2020 12:00:00 Hubei Mainland China ## 53 01/23/2020 12:00:00 Hunan Mainland China ## 54 01/23/2020 12:00:00 Inner Mongolia Mainland China ## 55 01/23/2020 12:00:00 Jiangsu Mainland China ## 56 01/23/2020 12:00:00 Jiangxi Mainland China ## 57 01/23/2020 12:00:00 Jilin Mainland China ## 58 01/23/2020 12:00:00 Liaoning Mainland China ## 59 01/23/2020 12:00:00 Macau Macau ## 60 01/23/2020 12:00:00 Ningxia Mainland China ## 61 01/23/2020 12:00:00 Qinghai Mainland China ## 62 01/23/2020 12:00:00 Shaanxi Mainland China ## 63 01/23/2020 12:00:00 Shandong Mainland China ## 64 01/23/2020 12:00:00 Shanghai Mainland China ## 65 01/23/2020 12:00:00 Shanxi Mainland China ## 66 01/23/2020 12:00:00 Sichuan Mainland China ## 67 01/23/2020 12:00:00 Taiwan Taiwan ## 68 01/23/2020 12:00:00 Tianjin Mainland China ## 69 01/23/2020 12:00:00 Tibet Mainland China ## 70 01/23/2020 12:00:00 Washington US ## 71 01/23/2020 12:00:00 Xinjiang Mainland China ## 72 01/23/2020 12:00:00 Yunnan Mainland China ## 73 01/23/2020 12:00:00 Zhejiang Mainland China ## 74 01/23/2020 12:00:00 Japan ## 75 01/23/2020 12:00:00 Thailand ## 76 01/23/2020 12:00:00 South Korea ## 77 01/23/2020 12:00:00 Singapore ## 78 01/23/2020 12:00:00 Philippines ## 79 01/23/2020 12:00:00 Malaysia ## 80 01/23/2020 12:00:00 Vietnam ## 81 01/23/2020 12:00:00 Australia ## 82 01/23/2020 12:00:00 Mexico ## 83 01/23/2020 12:00:00 Brazil ## 84 01/24/2020 12:00:00 Hubei Mainland China ## 85 01/24/2020 12:00:00 Guangdong Mainland China ## 86 01/24/2020 12:00:00 Zhejiang Mainland China ## 87 01/24/2020 12:00:00 Beijing Mainland China ## 88 01/24/2020 12:00:00 Chongqing Mainland China ## 89 01/24/2020 12:00:00 Hunan Mainland China ## 90 01/24/2020 12:00:00 Guangxi Mainland China ## 91 01/24/2020 12:00:00 Shanghai Mainland China ## 92 01/24/2020 12:00:00 Jiangxi Mainland China ## 93 01/24/2020 12:00:00 Sichuan Mainland China ## 94 01/24/2020 12:00:00 Shandong Mainland China ## 95 01/24/2020 12:00:00 Anhui Mainland China ## 96 01/24/2020 12:00:00 Fujian Mainland China ## 97 01/24/2020 12:00:00 Henan Mainland China ## 98 01/24/2020 12:00:00 Jiangsu Mainland China ## 99 01/24/2020 12:00:00 Hainan Mainland China ## 100 01/24/2020 12:00:00 Tianjin Mainland China ## 101 01/24/2020 12:00:00 Yunnan Mainland China ## 102 01/24/2020 12:00:00 Shaanxi Mainland China ## 103 01/24/2020 12:00:00 Heilongjiang Mainland China ## 104 01/24/2020 12:00:00 Liaoning Mainland China ## 105 01/24/2020 12:00:00 Guizhou Mainland China ## 106 01/24/2020 12:00:00 Jilin Mainland China ## 107 01/24/2020 12:00:00 Taiwan Taiwan ## 108 01/24/2020 12:00:00 Ningxia Mainland China ## 109 01/24/2020 12:00:00 Hong Kong Hong Kong ## 110 01/24/2020 12:00:00 Macau Macau ## 111 01/24/2020 12:00:00 Hebei Mainland China ## 112 01/24/2020 12:00:00 Gansu Mainland China ## 113 01/24/2020 12:00:00 Xinjiang Mainland China ## 114 01/24/2020 12:00:00 Shanxi Mainland China ## 115 01/24/2020 12:00:00 Inner Mongolia Mainland China ## 116 01/24/2020 12:00:00 Qinghai Mainland China ## 117 01/24/2020 12:00:00 Washington US ## 118 01/24/2020 12:00:00 Chicago US ## 119 01/24/2020 12:00:00 Japan ## 120 01/24/2020 12:00:00 Thailand ## 121 01/24/2020 12:00:00 South Korea ## 122 01/24/2020 12:00:00 Singapore ## 123 01/24/2020 12:00:00 Vietnam ## 124 01/24/2020 12:00:00 France ## 125 01/25/2020 22:00:00 Hubei Mainland China ## 126 01/25/2020 22:00:00 Zhejiang Mainland China ## 127 01/25/2020 22:00:00 Guangdong Mainland China ## 128 01/25/2020 22:00:00 Henan Mainland China ## 129 01/25/2020 22:00:00 Chongqing Mainland China ## 130 01/25/2020 22:00:00 Hunan Mainland China ## 131 01/25/2020 22:00:00 Anhui Mainland China ## 132 01/25/2020 22:00:00 Beijing Mainland China ## 133 01/25/2020 22:00:00 Sichuan Mainland China ## 134 01/25/2020 22:00:00 Shanghai Mainland China ## 135 01/25/2020 22:00:00 Shandong Mainland China ## 136 01/25/2020 22:00:00 Jiangxi Mainland China ## 137 01/25/2020 22:00:00 Guangxi Mainland China ## 138 01/25/2020 22:00:00 Jiangsu Mainland China ## 139 01/25/2020 22:00:00 Hainan Mainland China ## 140 01/25/2020 22:00:00 Liaoning Mainland China ## 141 01/25/2020 22:00:00 Fujian Mainland China ## 142 01/25/2020 22:00:00 Heilongjiang Mainland China ## 143 01/25/2020 22:00:00 Shaanxi Mainland China ## 144 01/25/2020 22:00:00 Tianjin Mainland China ## 145 01/25/2020 22:00:00 Hebei Mainland China ## 146 01/25/2020 22:00:00 Yunnan Mainland China ## 147 01/25/2020 22:00:00 Shanxi Mainland China ## 148 01/25/2020 22:00:00 Inner Mongolia Mainland China ## 149 01/25/2020 22:00:00 Gansu Mainland China ## 150 01/25/2020 22:00:00 Guizhou Mainland China ## 151 01/25/2020 22:00:00 Hong Kong Hong Kong ## 152 01/25/2020 22:00:00 Ningxia Mainland China ## 153 01/25/2020 22:00:00 Jilin Mainland China ## 154 01/25/2020 22:00:00 Xinjiang Mainland China ## 155 01/25/2020 22:00:00 Taiwan Taiwan ## 156 01/25/2020 22:00:00 Macau Macau ## 157 01/25/2020 22:00:00 Qinghai Mainland China ## 158 01/25/2020 22:00:00 Washington US ## 159 01/25/2020 22:00:00 Illinois US ## 160 01/25/2020 22:00:00 Japan ## 161 01/25/2020 22:00:00 Thailand ## 162 01/25/2020 22:00:00 South Korea ## 163 01/25/2020 22:00:00 Singapore ## 164 01/25/2020 22:00:00 Vietnam ## 165 01/25/2020 22:00:00 France ## 166 01/25/2020 22:00:00 Australia ## 167 01/25/2020 22:00:00 Nepal ## 168 01/25/2020 22:00:00 Malaysia ## 169 01/26/2020 23:00:00 Hubei Mainland China ## 170 01/26/2020 23:00:00 Guangdong Mainland China ## 171 01/26/2020 23:00:00 Zhejiang Mainland China ## 172 01/26/2020 23:00:00 Henan Mainland China ## 173 01/26/2020 23:00:00 Chongqing Mainland China ## 174 01/26/2020 23:00:00 Hunan Mainland China ## 175 01/26/2020 23:00:00 Anhui Mainland China ## 176 01/26/2020 23:00:00 Sichuan Mainland China ## 177 01/26/2020 23:00:00 Beijing Mainland China ## 178 01/26/2020 23:00:00 Shandong Mainland China ## 179 01/26/2020 23:00:00 Shanghai Mainland China ## 180 01/26/2020 23:00:00 Jiangxi Mainland China ## 181 01/26/2020 23:00:00 Jiangsu Mainland China ## 182 01/26/2020 23:00:00 Guangxi Mainland China ## 183 01/26/2020 23:00:00 Fujian Mainland China ## 184 01/26/2020 23:00:00 Liaoning Mainland China ## 185 01/26/2020 23:00:00 Hainan Mainland China ## 186 01/26/2020 23:00:00 Shaanxi Mainland China ## 187 01/26/2020 23:00:00 Heilongjiang Mainland China ## 188 01/26/2020 23:00:00 Yunnan Mainland China ## 189 01/26/2020 23:00:00 Hebei Mainland China ## 190 01/26/2020 23:00:00 Tianjin Mainland China ## 191 01/26/2020 23:00:00 Gansu Mainland China ## 192 01/26/2020 23:00:00 Shanxi Mainland China ## 193 01/26/2020 23:00:00 Inner Mongolia Mainland China ## 194 01/26/2020 23:00:00 Hong Kong Hong Kong ## 195 01/26/2020 23:00:00 Guizhou Mainland China ## 196 01/26/2020 23:00:00 Jilin Mainland China ## 197 01/26/2020 23:00:00 Macau Macau ## 198 01/26/2020 23:00:00 Xinjiang Mainland China ## 199 01/26/2020 23:00:00 Ningxia Mainland China ## 200 01/26/2020 23:00:00 Taiwan Taiwan ## 201 01/26/2020 23:00:00 Qinghai Mainland China ## 202 01/26/2020 23:00:00 Washington US ## 203 01/26/2020 23:00:00 Illinois US ## 204 01/26/2020 23:00:00 California US ## 205 01/26/2020 23:00:00 Arizona US ## 206 01/26/2020 23:00:00 Japan ## 207 01/26/2020 23:00:00 Thailand ## 208 01/26/2020 23:00:00 South Korea ## 209 01/26/2020 23:00:00 Singapore ## 210 01/26/2020 23:00:00 Vietnam ## 211 01/26/2020 23:00:00 France ## 212 01/26/2020 23:00:00 Australia ## 213 01/26/2020 23:00:00 Nepal ## 214 01/26/2020 23:00:00 Malaysia ## 215 01/26/2020 23:00:00 Ontario Canada ## 216 01/27/2020 20:30:00 Hubei Mainland China ## 217 01/27/2020 20:30:00 Zhejiang Mainland China ## 218 01/27/2020 20:30:00 Henan Mainland China ## 219 01/27/2020 20:30:00 Guangdong Mainland China ## 220 01/27/2020 20:30:00 Chongqing Mainland China ## 221 01/27/2020 20:30:00 Anhui Mainland China ## 222 01/27/2020 20:30:00 Hunan Mainland China ## 223 01/27/2020 20:30:00 Sichuan Mainland China ## 224 01/27/2020 20:30:00 Shandong Mainland China ## 225 01/27/2020 20:30:00 Beijing Mainland China ## 226 01/27/2020 20:30:00 Jiangxi Mainland China ## 227 01/27/2020 20:30:00 Jiangsu Mainland China ## 228 01/27/2020 20:30:00 Shanghai Mainland China ## 229 01/27/2020 20:30:00 Fujian Mainland China ## 230 01/27/2020 20:30:00 Guangxi Mainland China ## 231 01/27/2020 20:30:00 Shaanxi Mainland China ## 232 01/27/2020 20:30:00 Hainan Mainland China ## 233 01/27/2020 20:30:00 Hebei Mainland China ## 234 01/27/2020 20:30:00 Heilongjiang Mainland China ## 235 01/27/2020 20:30:00 Liaoning Mainland China ## 236 01/27/2020 20:30:00 Yunnan Mainland China ## 237 01/27/2020 20:30:00 Tianjin Mainland China ## 238 01/27/2020 20:30:00 Shanxi Mainland China ## 239 01/27/2020 20:30:00 Gansu Mainland China ## 240 01/27/2020 20:30:00 Inner Mongolia Mainland China ## 241 01/27/2020 20:30:00 Guizhou Mainland China ## 242 01/27/2020 20:30:00 Hong Kong Hong Kong ## 243 01/27/2020 20:30:00 Ningxia Mainland China ## 244 01/27/2020 20:30:00 Jilin Mainland China ## 245 01/27/2020 20:30:00 Macau Macau ## 246 01/27/2020 20:30:00 Qinghai Mainland China ## 247 01/27/2020 20:30:00 Taiwan Taiwan ## 248 01/27/2020 20:30:00 Xinjiang Mainland China ## 249 01/27/2020 20:30:00 Washington US ## 250 01/27/2020 20:30:00 Illinois US ## 251 01/27/2020 20:30:00 California US ## 252 01/27/2020 20:30:00 Arizona US ## 253 01/27/2020 20:30:00 Japan ## 254 01/27/2020 20:30:00 Thailand ## 255 01/27/2020 20:30:00 South Korea ## 256 01/27/2020 20:30:00 Singapore ## 257 01/27/2020 20:30:00 Vietnam ## 258 01/27/2020 20:30:00 France ## 259 01/27/2020 20:30:00 Nepal ## 260 01/27/2020 20:30:00 Malaysia ## 261 01/27/2020 20:30:00 Ontario Canada ## 262 01/27/2020 20:30:00 Cambodia ## 263 01/27/2020 20:30:00 Sri Lanka ## 264 01/27/2020 20:30:00 Ivory Coast ## 265 01/27/2020 20:30:00 New South Wales Australia ## 266 01/27/2020 20:30:00 Victoria Australia ## 267 01/27/2020 20:30:00 Bavaria Germany ## 268 01/28/2020 23:00:00 Hubei Mainland China ## 269 01/28/2020 23:00:00 Zhejiang Mainland China ## 270 01/28/2020 23:00:00 Guangdong Mainland China ## 271 01/28/2020 23:00:00 Hunan Mainland China ## 272 01/28/2020 23:00:00 Henan Mainland China ## 273 01/28/2020 23:00:00 Anhui Mainland China ## 274 01/28/2020 23:00:00 Chongqing Mainland China ## 275 01/28/2020 23:00:00 Shandong Mainland China ## 276 01/28/2020 23:00:00 Jiangxi Mainland China ## 277 01/28/2020 23:00:00 Sichuan Mainland China ## 278 01/28/2020 23:00:00 Jiangsu Mainland China ## 279 01/28/2020 23:00:00 Beijing Mainland China ## 280 01/28/2020 23:00:00 Fujian Mainland China ## 281 01/28/2020 23:00:00 Shanghai Mainland China ## 282 01/28/2020 23:00:00 Guangxi Mainland China ## 283 01/28/2020 23:00:00 Shaanxi Mainland China ## 284 01/28/2020 23:00:00 Hebei Mainland China ## 285 01/28/2020 23:00:00 Yunnan Mainland China ## 286 01/28/2020 23:00:00 Hainan Mainland China ## 287 01/28/2020 23:00:00 Heilongjiang Mainland China ## 288 01/28/2020 23:00:00 Liaoning Mainland China ## 289 01/28/2020 23:00:00 Shanxi Mainland China ## 290 01/28/2020 23:00:00 Tianjin Mainland China ## 291 01/28/2020 23:00:00 Gansu Mainland China ## 292 01/28/2020 23:00:00 Inner Mongolia Mainland China ## 293 01/28/2020 23:00:00 Xinjiang Mainland China ## 294 01/28/2020 23:00:00 Ningxia Mainland China ## 295 01/28/2020 23:00:00 Guizhou Mainland China ## 296 01/28/2020 23:00:00 Jilin Mainland China ## 297 01/28/2020 23:00:00 Hong Kong Hong Kong ## 298 01/28/2020 23:00:00 Taiwan Taiwan ## 299 01/28/2020 23:00:00 Macau Macau ## 300 01/28/2020 23:00:00 Qinghai Mainland China ## 301 01/28/2020 23:00:00 Washington US ## 302 01/28/2020 23:00:00 Illinois US ## 303 01/28/2020 23:00:00 California US ## 304 01/28/2020 23:00:00 Arizona US ## 305 01/28/2020 23:00:00 Japan ## 306 01/28/2020 23:00:00 Thailand ## 307 01/28/2020 23:00:00 South Korea ## 308 01/28/2020 23:00:00 Singapore ## 309 01/28/2020 23:00:00 Vietnam ## 310 01/28/2020 23:00:00 France ## 311 01/28/2020 23:00:00 Nepal ## 312 01/28/2020 23:00:00 Malaysia ## 313 01/28/2020 23:00:00 Ontario Canada ## 314 01/28/2020 23:00:00 British Columbia Canada ## 315 01/28/2020 23:00:00 Cambodia ## 316 01/28/2020 23:00:00 Sri Lanka ## 317 01/28/2020 23:00:00 New South Wales Australia ## 318 01/28/2020 23:00:00 Victoria Australia ## 319 01/28/2020 23:00:00 Bavaria Germany ## 320 01/29/2020 21:00:00 Hubei Mainland China ## 321 01/29/2020 21:00:00 Zhejiang Mainland China ## 322 01/29/2020 21:00:00 Guangdong Mainland China ## 323 01/29/2020 21:00:00 Henan Mainland China ## 324 01/29/2020 21:00:00 Hunan Mainland China ## 325 01/29/2020 21:00:00 Anhui Mainland China ## 326 01/29/2020 21:00:00 Chongqing Mainland China ## 327 01/29/2020 21:00:00 Jiangxi Mainland China ## 328 01/29/2020 21:00:00 Shandong Mainland China ## 329 01/29/2020 21:00:00 Sichuan Mainland China ## 330 01/29/2020 21:00:00 Jiangsu Mainland China ## 331 01/29/2020 21:00:00 Beijing Mainland China ## 332 01/29/2020 21:00:00 Shanghai Mainland China ## 333 01/29/2020 21:00:00 Fujian Mainland China ## 334 01/29/2020 21:00:00 Guangxi Mainland China ## 335 01/29/2020 21:00:00 Hebei Mainland China ## 336 01/29/2020 21:00:00 Shaanxi Mainland China ## 337 01/29/2020 21:00:00 Yunnan Mainland China ## 338 01/29/2020 21:00:00 Hainan Mainland China ## 339 01/29/2020 21:00:00 Heilongjiang Mainland China ## 340 01/29/2020 21:00:00 Liaoning Mainland China ## 341 01/29/2020 21:00:00 Shanxi Mainland China ## 342 01/29/2020 21:00:00 Tianjin Mainland China ## 343 01/29/2020 21:00:00 Gansu Mainland China ## 344 01/29/2020 21:00:00 Inner Mongolia Mainland China ## 345 01/29/2020 21:00:00 Jilin Mainland China ## 346 01/29/2020 21:00:00 Xinjiang Mainland China ## 347 01/29/2020 21:00:00 Guizhou Mainland China ## 348 01/29/2020 21:00:00 Ningxia Mainland China ## 349 01/29/2020 21:00:00 Hong Kong Hong Kong ## 350 01/29/2020 21:00:00 Taiwan Taiwan ## 351 01/29/2020 21:00:00 Macau Macau ## 352 01/29/2020 21:00:00 Qinghai Mainland China ## 353 01/29/2020 21:00:00 Tibet Mainland China ## 354 01/29/2020 21:00:00 Washington US ## 355 01/29/2020 21:00:00 Illinois US ## 356 01/29/2020 21:00:00 California US ## 357 01/29/2020 21:00:00 Arizona US ## 358 01/29/2020 21:00:00 Japan ## 359 01/29/2020 21:00:00 Thailand ## 360 01/29/2020 21:00:00 South Korea ## 361 01/29/2020 21:00:00 Singapore ## 362 01/29/2020 21:00:00 Vietnam ## 363 01/29/2020 21:00:00 France ## 364 01/29/2020 21:00:00 Nepal ## 365 01/29/2020 21:00:00 Malaysia ## 366 01/29/2020 21:00:00 Ontario Canada ## 367 01/29/2020 21:00:00 British Columbia Canada ## 368 01/29/2020 21:00:00 Cambodia ## 369 01/29/2020 21:00:00 Sri Lanka ## 370 01/29/2020 21:00:00 New South Wales Australia ## 371 01/29/2020 21:00:00 Victoria Australia ## 372 01/29/2020 21:00:00 Queensland Australia ## 373 01/29/2020 21:00:00 Bavaria Germany ## 374 01/29/2020 21:00:00 Finland ## 375 01/29/2020 21:00:00 United Arab Emirates ## 376 01/30/2020 21:30:00 Hubei Mainland China ## 377 01/30/2020 21:30:00 Zhejiang Mainland China ## 378 01/30/2020 21:30:00 Guangdong Mainland China ## 379 01/30/2020 21:30:00 Henan Mainland China ## 380 01/30/2020 21:30:00 Hunan Mainland China ## 381 01/30/2020 21:30:00 Jiangxi Mainland China ## 382 01/30/2020 21:30:00 Anhui Mainland China ## 383 01/30/2020 21:30:00 Chongqing Mainland China ## 384 01/30/2020 21:30:00 Shandong Mainland China ## 385 01/30/2020 21:30:00 Sichuan Mainland China ## 386 01/30/2020 21:30:00 Jiangsu Mainland China ## 387 01/30/2020 21:30:00 Shanghai Mainland China ## 388 01/30/2020 21:30:00 Beijing Mainland China ## 389 01/30/2020 21:30:00 Fujian Mainland China ## 390 01/30/2020 21:30:00 Guangxi Mainland China ## 391 01/30/2020 21:30:00 Hebei Mainland China ## 392 01/30/2020 21:30:00 Yunnan Mainland China ## 393 01/30/2020 21:30:00 Shaanxi Mainland China ## 394 01/30/2020 21:30:00 Heilongjiang Mainland China ## 395 01/30/2020 21:30:00 Hainan Mainland China ## 396 01/30/2020 21:30:00 Liaoning Mainland China ## 397 01/30/2020 21:30:00 Shanxi Mainland China ## 398 01/30/2020 21:30:00 Tianjin Mainland China ## 399 01/30/2020 21:30:00 Gansu Mainland China ## 400 01/30/2020 21:30:00 Ningxia Mainland China ## 401 01/30/2020 21:30:00 Inner Mongolia Mainland China ## 402 01/30/2020 21:30:00 Xinjiang Mainland China ## 403 01/30/2020 21:30:00 Guizhou Mainland China ## 404 01/30/2020 21:30:00 Jilin Mainland China ## 405 01/30/2020 21:30:00 Hong Kong Hong Kong ## 406 01/30/2020 21:30:00 Taiwan Taiwan ## 407 01/30/2020 21:30:00 Qinghai Mainland China ## 408 01/30/2020 21:30:00 Macau Macau ## 409 01/30/2020 21:30:00 Tibet Mainland China ## 410 01/30/2020 21:30:00 Washington US ## 411 01/30/2020 21:30:00 Illinois US ## 412 01/30/2020 21:30:00 California US ## 413 01/30/2020 21:30:00 Arizona US ## 414 01/30/2020 21:30:00 Japan ## 415 01/30/2020 21:30:00 Thailand ## 416 01/30/2020 21:30:00 South Korea ## 417 01/30/2020 21:30:00 Singapore ## 418 01/30/2020 21:30:00 Vietnam ## 419 01/30/2020 21:30:00 France ## 420 01/30/2020 21:30:00 Nepal ## 421 01/30/2020 21:30:00 Malaysia ## 422 01/30/2020 21:30:00 Ontario Canada ## 423 01/30/2020 21:30:00 British Columbia Canada ## 424 01/30/2020 21:30:00 Cambodia ## 425 01/30/2020 21:30:00 Sri Lanka ## 426 01/30/2020 21:30:00 New South Wales Australia ## 427 01/30/2020 21:30:00 Victoria Australia ## 428 01/30/2020 21:30:00 Queensland Australia ## 429 01/30/2020 21:30:00 Bavaria Germany ## 430 01/30/2020 21:30:00 Finland ## 431 01/30/2020 21:30:00 United Arab Emirates ## 432 01/30/2020 21:30:00 Philippines ## 433 01/30/2020 21:30:00 India ## 434 01/30/2020 21:30:00 Italy ## 435 01/31/2020 19:00:00 Hubei Mainland China ## 436 01/31/2020 19:00:00 Zhejiang Mainland China ## 437 01/31/2020 19:00:00 Guangdong Mainland China ## 438 01/31/2020 19:00:00 Henan Mainland China ## 439 01/31/2020 19:00:00 Hunan Mainland China ## 440 01/31/2020 19:00:00 Jiangxi Mainland China ## 441 01/31/2020 19:00:00 Chongqing Mainland China ## 442 01/31/2020 19:00:00 Anhui Mainland China ## 443 01/31/2020 19:00:00 Shandong Mainland China ## 444 01/31/2020 19:00:00 Sichuan Mainland China ## 445 01/31/2020 19:00:00 Jiangsu Mainland China ## 446 01/31/2020 19:00:00 Shanghai Mainland China ## 447 01/31/2020 19:00:00 Beijing Mainland China ## 448 01/31/2020 19:00:00 Fujian Mainland China ## 449 01/31/2020 19:00:00 Hebei Mainland China ## 450 01/31/2020 19:00:00 Guangxi Mainland China ## 451 01/31/2020 19:00:00 Shaanxi Mainland China ## 452 01/31/2020 19:00:00 Yunnan Mainland China ## 453 01/31/2020 19:00:00 Liaoning Mainland China ## 454 01/31/2020 19:00:00 Heilongjiang Mainland China ## 455 01/31/2020 19:00:00 Hainan Mainland China ## 456 01/31/2020 19:00:00 Shanxi Mainland China ## 457 01/31/2020 19:00:00 Gansu Mainland China ## 458 01/31/2020 19:00:00 Tianjin Mainland China ## 459 01/31/2020 19:00:00 Guizhou Mainland China ## 460 01/31/2020 19:00:00 Ningxia Mainland China ## 461 01/31/2020 19:00:00 Inner Mongolia Mainland China ## 462 01/31/2020 19:00:00 Xinjiang Mainland China ## 463 01/31/2020 19:00:00 Jilin Mainland China ## 464 01/31/2020 19:00:00 Hong Kong Hong Kong ## 465 01/31/2020 19:00:00 Taiwan Taiwan ## 466 01/31/2020 19:00:00 Qinghai Mainland China ## 467 01/31/2020 19:00:00 Macau Macau ## 468 01/31/2020 19:00:00 Tibet Mainland China ## 469 01/31/2020 19:00:00 Washington US ## 470 01/31/2020 19:00:00 Illinois US ## 471 01/31/2020 19:00:00 California US ## 472 01/31/2020 19:00:00 Arizona US ## 473 01/31/2020 19:00:00 Japan ## 474 01/31/2020 19:00:00 Thailand ## 475 01/31/2020 19:00:00 South Korea ## 476 01/31/2020 19:00:00 Singapore ## 477 01/31/2020 19:00:00 Vietnam ## 478 01/31/2020 19:00:00 France ## 479 01/31/2020 19:00:00 Nepal ## 480 01/31/2020 19:00:00 Malaysia ## 481 01/31/2020 19:00:00 Ontario Canada ## 482 01/31/2020 19:00:00 British Columbia Canada ## 483 01/31/2020 19:00:00 Cambodia ## 484 01/31/2020 19:00:00 Sri Lanka ## 485 01/31/2020 19:00:00 New South Wales Australia ## 486 01/31/2020 19:00:00 Victoria Australia ## 487 01/31/2020 19:00:00 Queensland Australia ## 488 01/31/2020 19:00:00 Bavaria Germany ## 489 01/31/2020 19:00:00 Finland ## 490 01/31/2020 19:00:00 United Arab Emirates ## 491 01/31/2020 19:00:00 Philippines ## 492 01/31/2020 19:00:00 India ## 493 01/31/2020 19:00:00 Italy ## 494 01/31/2020 19:00:00 Sweden ## 495 01/31/2020 19:00:00 Russia ## 496 01/31/2020 19:00:00 Spain ## 497 01/31/2020 19:00:00 UK ## 498 02/01/2020 23:00:00 Hubei Mainland China ## 499 02/01/2020 23:00:00 Zhejiang Mainland China ## 500 02/01/2020 23:00:00 Guangdong Mainland China ## 501 02/01/2020 23:00:00 Henan Mainland China ## 502 02/01/2020 23:00:00 Hunan Mainland China ## 503 02/01/2020 23:00:00 Anhui Mainland China ## 504 02/01/2020 23:00:00 Jiangxi Mainland China ## 505 02/01/2020 23:00:00 Chongqing Mainland China ## 506 02/01/2020 23:00:00 Jiangsu Mainland China ## 507 02/01/2020 23:00:00 Sichuan Mainland China ## 508 02/01/2020 23:00:00 Shandong Mainland China ## 509 02/01/2020 23:00:00 Beijing Mainland China ## 510 02/01/2020 23:00:00 Shanghai Mainland China ## 511 02/01/2020 23:00:00 Fujian Mainland China ## 512 02/01/2020 23:00:00 Shaanxi Mainland China ## 513 02/01/2020 23:00:00 Guangxi Mainland China ## 514 02/01/2020 23:00:00 Hebei Mainland China ## 515 02/01/2020 23:00:00 Heilongjiang Mainland China ## 516 02/01/2020 23:00:00 Yunnan Mainland China ## 517 02/01/2020 23:00:00 Liaoning Mainland China ## 518 02/01/2020 23:00:00 Hainan Mainland China ## 519 02/01/2020 23:00:00 Shanxi Mainland China ## 520 02/01/2020 23:00:00 Tianjin Mainland China ## 521 02/01/2020 23:00:00 Gansu Mainland China ## 522 02/01/2020 23:00:00 Guizhou Mainland China ## 523 02/01/2020 23:00:00 Ningxia Mainland China ## 524 02/01/2020 23:00:00 Inner Mongolia Mainland China ## 525 02/01/2020 23:00:00 Jilin Mainland China ## 526 02/01/2020 23:00:00 Xinjiang Mainland China ## 527 02/01/2020 23:00:00 Japan ## 528 02/01/2020 23:00:00 Thailand ## 529 02/01/2020 23:00:00 Singapore ## 530 02/01/2020 23:00:00 South Korea ## 531 02/01/2020 23:00:00 Hong Kong Hong Kong ## 532 02/01/2020 23:00:00 Taiwan Taiwan ## 533 02/01/2020 23:00:00 Qinghai Mainland China ## 534 02/01/2020 23:00:00 Germany ## 535 02/01/2020 23:00:00 Malaysia ## 536 02/01/2020 23:00:00 Macau Macau ## 537 02/01/2020 23:00:00 France ## 538 02/01/2020 23:00:00 Vietnam ## 539 02/01/2020 23:00:00 New South Wales Australia ## 540 02/01/2020 23:00:00 Victoria Australia ## 541 02/01/2020 23:00:00 United Arab Emirates ## 542 02/01/2020 23:00:00 Queensland Australia ## 543 02/01/2020 23:00:00 Ontario Canada ## 544 02/01/2020 23:00:00 Italy ## 545 02/01/2020 23:00:00 Philippines ## 546 02/01/2020 23:00:00 Russia ## 547 02/01/2020 23:00:00 UK ## 548 02/01/2020 23:00:00 Chicago, IL US ## 549 02/01/2020 23:00:00 South Australia Australia ## 550 02/01/2020 23:00:00 Cambodia ## 551 02/01/2020 23:00:00 British Columbia Canada ## 552 02/01/2020 23:00:00 Finland ## 553 02/01/2020 23:00:00 India ## 554 02/01/2020 23:00:00 Tibet Mainland China ## 555 02/01/2020 23:00:00 Nepal ## 556 02/01/2020 23:00:00 Spain ## 557 02/01/2020 23:00:00 Sri Lanka ## 558 02/01/2020 23:00:00 Sweden ## 559 02/01/2020 23:00:00 Boston, MA US ## 560 02/01/2020 23:00:00 Los Angeles, CA US ## 561 02/01/2020 23:00:00 Orange, CA US ## 562 02/01/2020 23:00:00 Santa Clara, CA US ## 563 02/01/2020 23:00:00 Seattle, WA US ## 564 02/01/2020 23:00:00 Tempe, AZ US ## 565 02/02/2020 21:00:00 Hubei Mainland China ## 566 02/02/2020 21:00:00 Zhejiang Mainland China ## 567 02/02/2020 21:00:00 Guangdong Mainland China ## 568 02/02/2020 21:00:00 Henan Mainland China ## 569 02/02/2020 21:00:00 Hunan Mainland China ## 570 02/02/2020 21:00:00 Anhui Mainland China ## 571 02/02/2020 21:00:00 Jiangxi Mainland China ## 572 02/02/2020 21:00:00 Chongqing Mainland China ## 573 02/02/2020 21:00:00 Jiangsu Mainland China ## 574 02/02/2020 21:00:00 Sichuan Mainland China ## 575 02/02/2020 21:00:00 Shandong Mainland China ## 576 02/02/2020 21:00:00 Shanghai Mainland China ## 577 02/02/2020 21:00:00 Beijing Mainland China ## 578 02/02/2020 21:00:00 Fujian Mainland China ## 579 02/02/2020 21:00:00 Guangxi Mainland China ## 580 02/02/2020 21:00:00 Shaanxi Mainland China ## 581 02/02/2020 21:00:00 Hebei Mainland China ## 582 02/02/2020 21:00:00 Yunnan Mainland China ## 583 02/02/2020 21:00:00 Heilongjiang Mainland China ## 584 02/02/2020 21:00:00 Hainan Mainland China ## 585 02/02/2020 21:00:00 Liaoning Mainland China ## 586 02/02/2020 21:00:00 Shanxi Mainland China ## 587 02/02/2020 21:00:00 Gansu Mainland China ## 588 02/02/2020 21:00:00 Tianjin Mainland China ## 589 02/02/2020 21:00:00 Guizhou Mainland China ## 590 02/02/2020 21:00:00 Jilin Mainland China ## 591 02/02/2020 21:00:00 Ningxia Mainland China ## 592 02/02/2020 21:00:00 Inner Mongolia Mainland China ## 593 02/02/2020 21:00:00 Xinjiang Mainland China ## 594 02/02/2020 21:00:00 Japan ## 595 02/02/2020 21:00:00 Thailand ## 596 02/02/2020 21:00:00 Singapore ## 597 02/02/2020 21:00:00 Hong Kong Hong Kong ## 598 02/02/2020 21:00:00 South Korea ## 599 02/02/2020 21:00:00 Qinghai Mainland China ## 600 02/02/2020 21:00:00 Germany ## 601 02/02/2020 21:00:00 Taiwan Taiwan ## 602 02/02/2020 21:00:00 Macau Macau ## 603 02/02/2020 21:00:00 Malaysia ## 604 02/02/2020 21:00:00 France ## 605 02/02/2020 21:00:00 Vietnam ## 606 02/02/2020 21:00:00 United Arab Emirates ## 607 02/02/2020 21:00:00 New South Wales Australia ## 608 02/02/2020 21:00:00 Victoria Australia ## 609 02/02/2020 21:00:00 Ontario Canada ## 610 02/02/2020 21:00:00 Queensland Australia ## 611 02/02/2020 21:00:00 South Australia Australia ## 612 02/02/2020 21:00:00 India ## 613 02/02/2020 21:00:00 Italy ## 614 02/02/2020 21:00:00 Philippines ## 615 02/02/2020 21:00:00 Russia ## 616 02/02/2020 21:00:00 UK ## 617 02/02/2020 21:00:00 Chicago, IL US ## 618 02/02/2020 21:00:00 Santa Clara, CA US ## 619 02/02/2020 21:00:00 Cambodia ## 620 02/02/2020 21:00:00 British Columbia Canada ## 621 02/02/2020 21:00:00 Finland ## 622 02/02/2020 21:00:00 Tibet Mainland China ## 623 02/02/2020 21:00:00 Nepal ## 624 02/02/2020 21:00:00 Spain ## 625 02/02/2020 21:00:00 Sri Lanka ## 626 02/02/2020 21:00:00 Sweden ## 627 02/02/2020 21:00:00 Boston, MA US ## 628 02/02/2020 21:00:00 Los Angeles, CA US ## 629 02/02/2020 21:00:00 Orange, CA US ## 630 02/02/2020 21:00:00 Seattle, WA US ## 631 02/02/2020 21:00:00 Tempe, AZ US ## 632 02/03/2020 21:40:00 Hubei Mainland China ## 633 02/03/2020 21:40:00 Zhejiang Mainland China ## 634 02/03/2020 21:40:00 Guangdong Mainland China ## 635 02/03/2020 21:40:00 Henan Mainland China ## 636 02/03/2020 21:40:00 Hunan Mainland China ## 637 02/03/2020 21:40:00 Anhui Mainland China ## 638 02/03/2020 21:40:00 Jiangxi Mainland China ## 639 02/03/2020 21:40:00 Chongqing Mainland China ## 640 02/03/2020 21:40:00 Jiangsu Mainland China ## 641 02/03/2020 21:40:00 Sichuan Mainland China ## 642 02/03/2020 21:40:00 Shandong Mainland China ## 643 02/03/2020 21:40:00 Beijing Mainland China ## 644 02/03/2020 21:40:00 Shanghai Mainland China ## 645 02/03/2020 21:40:00 Fujian Mainland China ## 646 02/03/2020 21:40:00 Heilongjiang Mainland China ## 647 02/03/2020 21:40:00 Shaanxi Mainland China ## 648 02/03/2020 21:40:00 Guangxi Mainland China ## 649 02/03/2020 21:40:00 Hebei Mainland China ## 650 02/03/2020 21:40:00 Yunnan Mainland China ## 651 02/03/2020 21:40:00 Hainan Mainland China ## 652 02/03/2020 21:40:00 Liaoning Mainland China ## 653 02/03/2020 21:40:00 Shanxi Mainland China ## 654 02/03/2020 21:40:00 Tianjin Mainland China ## 655 02/03/2020 21:40:00 Guizhou Mainland China ## 656 02/03/2020 21:40:00 Gansu Mainland China ## 657 02/03/2020 21:40:00 Jilin Mainland China ## 658 02/03/2020 21:40:00 Inner Mongolia Mainland China ## 659 02/03/2020 21:40:00 Ningxia Mainland China ## 660 02/03/2020 21:40:00 Xinjiang Mainland China ## 661 02/03/2020 21:40:00 Japan ## 662 02/03/2020 21:40:00 Thailand ## 663 02/03/2020 21:40:00 Singapore ## 664 02/03/2020 21:40:00 Hong Kong Hong Kong ## 665 02/03/2020 21:40:00 Qinghai Mainland China ## 666 02/03/2020 21:40:00 South Korea ## 667 02/03/2020 21:40:00 Germany ## 668 02/03/2020 21:40:00 Taiwan Taiwan ## 669 02/03/2020 21:40:00 Macau Macau ## 670 02/03/2020 21:40:00 Malaysia ## 671 02/03/2020 21:40:00 Vietnam ## 672 02/03/2020 21:40:00 France ## 673 02/03/2020 21:40:00 United Arab Emirates ## 674 02/03/2020 21:40:00 New South Wales Australia ## 675 02/03/2020 21:40:00 Victoria Australia ## 676 02/03/2020 21:40:00 India ## 677 02/03/2020 21:40:00 Queensland Australia ## 678 02/03/2020 21:40:00 South Australia Australia ## 679 02/03/2020 21:40:00 Toronto, ON Canada ## 680 02/03/2020 21:40:00 Italy ## 681 02/03/2020 21:40:00 Philippines ## 682 02/03/2020 21:40:00 Russia ## 683 02/03/2020 21:40:00 UK ## 684 02/03/2020 21:40:00 Chicago, IL US ## 685 02/03/2020 21:40:00 San Benito, CA US ## 686 02/03/2020 21:40:00 Santa Clara, CA US ## 687 02/03/2020 21:40:00 Cambodia ## 688 02/03/2020 21:40:00 British Columbia Canada ## 689 02/03/2020 21:40:00 London, ON Canada ## 690 02/03/2020 21:40:00 Finland ## 691 02/03/2020 21:40:00 Tibet Mainland China ## 692 02/03/2020 21:40:00 Nepal ## 693 02/03/2020 21:40:00 Spain ## 694 02/03/2020 21:40:00 Sri Lanka ## 695 02/03/2020 21:40:00 Sweden ## 696 02/03/2020 21:40:00 Boston, MA US ## 697 02/03/2020 21:40:00 Los Angeles, CA US ## 698 02/03/2020 21:40:00 Orange, CA US ## 699 02/03/2020 21:40:00 Seattle, WA US ## 700 02/03/2020 21:40:00 Tempe, AZ US ## 701 02/04/2020 22:00:00 Hubei Mainland China ## 702 02/04/2020 22:00:00 Zhejiang Mainland China ## 703 02/04/2020 22:00:00 Guangdong Mainland China ## 704 02/04/2020 22:00:00 Henan Mainland China ## 705 02/04/2020 22:00:00 Hunan Mainland China ## 706 02/04/2020 22:00:00 Jiangxi Mainland China ## 707 02/04/2020 22:00:00 Anhui Mainland China ## 708 02/04/2020 22:00:00 Chongqing Mainland China ## 709 02/04/2020 22:00:00 Jiangsu Mainland China ## 710 02/04/2020 22:00:00 Sichuan Mainland China ## 711 02/04/2020 22:00:00 Shandong Mainland China ## 712 02/04/2020 22:00:00 Shanghai Mainland China ## 713 02/04/2020 22:00:00 Beijing Mainland China ## 714 02/04/2020 22:00:00 Fujian Mainland China ## 715 02/04/2020 22:00:00 Heilongjiang Mainland China ## 716 02/04/2020 22:00:00 Shaanxi Mainland China ## 717 02/04/2020 22:00:00 Guangxi Mainland China ## 718 02/04/2020 22:00:00 Hebei Mainland China ## 719 02/04/2020 22:00:00 Yunnan Mainland China ## 720 02/04/2020 22:00:00 Hainan Mainland China ## 721 02/04/2020 22:00:00 Liaoning Mainland China ## 722 02/04/2020 22:00:00 Shanxi Mainland China ## 723 02/04/2020 22:00:00 Tianjin Mainland China ## 724 02/04/2020 22:00:00 Guizhou Mainland China ## 725 02/04/2020 22:00:00 Gansu Mainland China ## 726 02/04/2020 22:00:00 Jilin Mainland China ## 727 02/04/2020 22:00:00 Inner Mongolia Mainland China ## 728 02/04/2020 22:00:00 Ningxia Mainland China ## 729 02/04/2020 22:00:00 Xinjiang Mainland China ## 730 02/04/2020 22:00:00 Thailand ## 731 02/04/2020 22:00:00 Singapore ## 732 02/04/2020 22:00:00 Japan ## 733 02/04/2020 22:00:00 Hong Kong Hong Kong ## 734 02/04/2020 22:00:00 Qinghai Mainland China ## 735 02/04/2020 22:00:00 South Korea ## 736 02/04/2020 22:00:00 Germany ## 737 02/04/2020 22:00:00 Taiwan Taiwan ## 738 02/04/2020 22:00:00 Macau Macau ## 739 02/04/2020 22:00:00 Malaysia ## 740 02/04/2020 22:00:00 Vietnam ## 741 02/04/2020 22:00:00 France ## 742 02/04/2020 22:00:00 United Arab Emirates ## 743 02/04/2020 22:00:00 New South Wales Australia ## 744 02/04/2020 22:00:00 Victoria Australia ## 745 02/04/2020 22:00:00 Queensland Australia ## 746 02/04/2020 22:00:00 India ## 747 02/04/2020 22:00:00 South Australia Australia ## 748 02/04/2020 22:00:00 Toronto, ON Canada ## 749 02/04/2020 22:00:00 Italy ## 750 02/04/2020 22:00:00 Philippines ## 751 02/04/2020 22:00:00 Russia ## 752 02/04/2020 22:00:00 UK ## 753 02/04/2020 22:00:00 Chicago, IL US ## 754 02/04/2020 22:00:00 San Benito, CA US ## 755 02/04/2020 22:00:00 Santa Clara, CA US ## 756 02/04/2020 22:00:00 Belgium ## 757 02/04/2020 22:00:00 Cambodia ## 758 02/04/2020 22:00:00 British Columbia Canada ## 759 02/04/2020 22:00:00 London, ON Canada ## 760 02/04/2020 22:00:00 Finland ## 761 02/04/2020 22:00:00 Tibet Mainland China ## 762 02/04/2020 22:00:00 Nepal ## 763 02/04/2020 22:00:00 Spain ## 764 02/04/2020 22:00:00 Sri Lanka ## 765 02/04/2020 22:00:00 Sweden ## 766 02/04/2020 22:00:00 Boston, MA US ## 767 02/04/2020 22:00:00 Los Angeles, CA US ## 768 02/04/2020 22:00:00 Orange, CA US ## 769 02/04/2020 22:00:00 Seattle, WA US ## 770 02/04/2020 22:00:00 Tempe, AZ US ## 771 02/05/2020 12:20:00 Hubei Mainland China ## 772 02/05/2020 12:20:00 Guangdong Mainland China ## 773 02/05/2020 12:20:00 Zhejiang Mainland China ## 774 02/05/2020 12:20:00 Henan Mainland China ## 775 02/05/2020 12:20:00 Hunan Mainland China ## 776 02/05/2020 12:20:00 Jiangxi Mainland China ## 777 02/05/2020 12:20:00 Anhui Mainland China ## 778 02/05/2020 12:20:00 Chongqing Mainland China ## 779 02/05/2020 12:20:00 Jiangsu Mainland China ## 780 02/05/2020 12:20:00 Shandong Mainland China ## 781 02/05/2020 12:20:00 Sichuan Mainland China ## 782 02/05/2020 12:20:00 Beijing Mainland China ## 783 02/05/2020 12:20:00 Shanghai Mainland China ## 784 02/05/2020 12:20:00 Fujian Mainland China ## 785 02/05/2020 12:20:00 Heilongjiang Mainland China ## 786 02/05/2020 12:20:00 Shaanxi Mainland China ## 787 02/05/2020 12:20:00 Guangxi Mainland China ## 788 02/05/2020 12:20:00 Hebei Mainland China ## 789 02/05/2020 12:20:00 Yunnan Mainland China ## 790 02/05/2020 12:20:00 Hainan Mainland China ## 791 02/05/2020 12:20:00 Liaoning Mainland China ## 792 02/05/2020 12:20:00 Shanxi Mainland China ## 793 02/05/2020 12:20:00 Tianjin Mainland China ## 794 02/05/2020 12:20:00 Guizhou Mainland China ## 795 02/05/2020 12:20:00 Gansu Mainland China ## 796 02/05/2020 12:20:00 Jilin Mainland China ## 797 02/05/2020 12:20:00 Inner Mongolia Mainland China ## 798 02/05/2020 12:20:00 Ningxia Mainland China ## 799 02/05/2020 12:20:00 Xinjiang Mainland China ## 800 02/05/2020 12:20:00 Singapore ## 801 02/05/2020 12:20:00 Thailand ## 802 02/05/2020 12:20:00 Japan ## 803 02/05/2020 12:20:00 Hong Kong Hong Kong ## 804 02/05/2020 12:20:00 South Korea ## 805 02/05/2020 12:20:00 Qinghai Mainland China ## 806 02/05/2020 12:20:00 Germany ## 807 02/05/2020 12:20:00 Malaysia ## 808 02/05/2020 12:20:00 Taiwan Taiwan ## 809 02/05/2020 12:20:00 Macau Macau ## 810 02/05/2020 12:20:00 Vietnam ## 811 02/05/2020 12:20:00 France ## 812 02/05/2020 12:20:00 United Arab Emirates ## 813 02/05/2020 12:20:00 New South Wales Australia ## 814 02/05/2020 12:20:00 Victoria Australia ## 815 02/05/2020 12:20:00 Queensland Australia ## 816 02/05/2020 12:20:00 India ## 817 02/05/2020 12:20:00 South Australia Australia ## 818 02/05/2020 12:20:00 Toronto, ON Canada ## 819 02/05/2020 12:20:00 Italy ## 820 02/05/2020 12:20:00 Philippines ## 821 02/05/2020 12:20:00 Russia ## 822 02/05/2020 12:20:00 UK ## 823 02/05/2020 12:20:00 Chicago, IL US ## 824 02/05/2020 12:20:00 San Benito, CA US ## 825 02/05/2020 12:20:00 Santa Clara, CA US ## 826 02/05/2020 12:20:00 Belgium ## 827 02/05/2020 12:20:00 Cambodia ## 828 02/05/2020 12:20:00 British Columbia Canada ## 829 02/05/2020 12:20:00 London, ON Canada ## 830 02/05/2020 12:20:00 Finland ## 831 02/05/2020 12:20:00 Tibet Mainland China ## 832 02/05/2020 12:20:00 Nepal ## 833 02/05/2020 12:20:00 Spain ## 834 02/05/2020 12:20:00 Sri Lanka ## 835 02/05/2020 12:20:00 Sweden ## 836 02/05/2020 12:20:00 Boston, MA US ## 837 02/05/2020 12:20:00 Los Angeles, CA US ## 838 02/05/2020 12:20:00 Orange, CA US ## 839 02/05/2020 12:20:00 Seattle, WA US ## 840 02/05/2020 12:20:00 Tempe, AZ US ## 841 02/06/2020 20:05:00 Hubei Mainland China ## 842 02/06/2020 20:05:00 Guangdong Mainland China ## 843 02/06/2020 20:05:00 Zhejiang Mainland China ## 844 02/06/2020 20:05:00 Henan Mainland China ## 845 02/06/2020 20:05:00 Hunan Mainland China ## 846 02/06/2020 20:05:00 Jiangxi Mainland China ## 847 02/06/2020 20:05:00 Anhui Mainland China ## 848 02/06/2020 20:05:00 Chongqing Mainland China ## 849 02/06/2020 20:05:00 Jiangsu Mainland China ## 850 02/06/2020 20:05:00 Shandong Mainland China ## 851 02/06/2020 20:05:00 Sichuan Mainland China ## 852 02/06/2020 20:05:00 Beijing Mainland China ## 853 02/06/2020 20:05:00 Shanghai Mainland China ## 854 02/06/2020 20:05:00 Heilongjiang Mainland China ## 855 02/06/2020 20:05:00 Fujian Mainland China ## 856 02/06/2020 20:05:00 Shaanxi Mainland China ## 857 02/06/2020 20:05:00 Guangxi Mainland China ## 858 02/06/2020 20:05:00 Hebei Mainland China ## 859 02/06/2020 20:05:00 Yunnan Mainland China ## 860 02/06/2020 20:05:00 Hainan Mainland China ## 861 02/06/2020 20:05:00 Shanxi Mainland China ## 862 02/06/2020 20:05:00 Liaoning Mainland China ## 863 02/06/2020 20:05:00 Tianjin Mainland China ## 864 02/06/2020 20:05:00 Guizhou Mainland China ## 865 02/06/2020 20:05:00 Gansu Mainland China ## 866 02/06/2020 20:05:00 Jilin Mainland China ## 867 02/06/2020 20:05:00 Inner Mongolia Mainland China ## 868 02/06/2020 20:05:00 Japan ## 869 02/06/2020 20:05:00 Ningxia Mainland China ## 870 02/06/2020 20:05:00 Xinjiang Mainland China ## 871 02/06/2020 20:05:00 Singapore ## 872 02/06/2020 20:05:00 Thailand ## 873 02/06/2020 20:05:00 Hong Kong Hong Kong ## 874 02/06/2020 20:05:00 South Korea ## 875 02/06/2020 20:05:00 Qinghai Mainland China ## 876 02/06/2020 20:05:00 Taiwan Taiwan ## 877 02/06/2020 20:05:00 Germany ## 878 02/06/2020 20:05:00 Malaysia ## 879 02/06/2020 20:05:00 Macau Macau ## 880 02/06/2020 20:05:00 Vietnam ## 881 02/06/2020 20:05:00 France ## 882 02/06/2020 20:05:00 United Arab Emirates ## 883 02/06/2020 20:05:00 New South Wales Australia ## 884 02/06/2020 20:05:00 Queensland Australia ## 885 02/06/2020 20:05:00 Victoria Australia ## 886 02/06/2020 20:05:00 India ## 887 02/06/2020 20:05:00 South Australia Australia ## 888 02/06/2020 20:05:00 British Columbia Canada ## 889 02/06/2020 20:05:00 Toronto, ON Canada ## 890 02/06/2020 20:05:00 Italy ## 891 02/06/2020 20:05:00 Philippines ## 892 02/06/2020 20:05:00 Russia ## 893 02/06/2020 20:05:00 UK ## 894 02/06/2020 20:05:00 Chicago, IL US ## 895 02/06/2020 20:05:00 San Benito, CA US ## 896 02/06/2020 20:05:00 Santa Clara, CA US ## 897 02/06/2020 20:05:00 Belgium ## 898 02/06/2020 20:05:00 Cambodia ## 899 02/06/2020 20:05:00 London, ON Canada ## 900 02/06/2020 20:05:00 Finland ## 901 02/06/2020 20:05:00 Tibet Mainland China ## 902 02/06/2020 20:05:00 Nepal ## 903 02/06/2020 20:05:00 Spain ## 904 02/06/2020 20:05:00 Sri Lanka ## 905 02/06/2020 20:05:00 Sweden ## 906 02/06/2020 20:05:00 Boston, MA US ## 907 02/06/2020 20:05:00 Los Angeles, CA US ## 908 02/06/2020 20:05:00 Madison, WI US ## 909 02/06/2020 20:05:00 Orange, CA US ## 910 02/06/2020 20:05:00 Seattle, WA US ## 911 02/06/2020 20:05:00 Tempe, AZ US ## 912 02/07/2020 20:24:00 Hubei Mainland China ## 913 02/07/2020 20:24:00 Guangdong Mainland China ## 914 02/07/2020 20:24:00 Zhejiang Mainland China ## 915 02/07/2020 20:24:00 Henan Mainland China ## 916 02/07/2020 20:24:00 Hunan Mainland China ## 917 02/07/2020 20:24:00 Anhui Mainland China ## 918 02/07/2020 20:24:00 Jiangxi Mainland China ## 919 02/07/2020 20:24:00 Chongqing Mainland China ## 920 02/07/2020 20:24:00 Jiangsu Mainland China ## 921 02/07/2020 20:24:00 Shandong Mainland China ## 922 02/07/2020 20:24:00 Sichuan Mainland China ## 923 02/07/2020 20:24:00 Beijing Mainland China ## 924 02/07/2020 20:24:00 Heilongjiang Mainland China ## 925 02/07/2020 20:24:00 Shanghai Mainland China ## 926 02/07/2020 20:24:00 Fujian Mainland China ## 927 02/07/2020 20:24:00 Shaanxi Mainland China ## 928 02/07/2020 20:24:00 Guangxi Mainland China ## 929 02/07/2020 20:24:00 Hebei Mainland China ## 930 02/07/2020 20:24:00 Yunnan Mainland China ## 931 02/07/2020 20:24:00 Hainan Mainland China ## 932 02/07/2020 20:24:00 Liaoning Mainland China ## 933 02/07/2020 20:24:00 Shanxi Mainland China ## 934 02/07/2020 20:24:00 Guizhou Mainland China ## 935 02/07/2020 20:24:00 Tianjin Mainland China ## 936 02/07/2020 20:24:00 Gansu Mainland China ## 937 02/07/2020 20:24:00 Jilin Mainland China ## 938 02/07/2020 20:24:00 Cruise Ship Others ## 939 02/07/2020 20:24:00 Inner Mongolia Mainland China ## 940 02/07/2020 20:24:00 Ningxia Mainland China ## 941 02/07/2020 20:24:00 Xinjiang Mainland China ## 942 02/07/2020 20:24:00 Singapore ## 943 02/07/2020 20:24:00 Hong Kong Hong Kong ## 944 02/07/2020 20:24:00 Japan ## 945 02/07/2020 20:24:00 Thailand ## 946 02/07/2020 20:24:00 South Korea ## 947 02/07/2020 20:24:00 Qinghai Mainland China ## 948 02/07/2020 20:24:00 Taiwan Taiwan ## 949 02/07/2020 20:24:00 Germany ## 950 02/07/2020 20:24:00 Malaysia ## 951 02/07/2020 20:24:00 Macau Macau ## 952 02/07/2020 20:24:00 Vietnam ## 953 02/07/2020 20:24:00 France ## 954 02/07/2020 20:24:00 Queensland Australia ## 955 02/07/2020 20:24:00 United Arab Emirates ## 956 02/07/2020 20:24:00 New South Wales Australia ## 957 02/07/2020 20:24:00 Victoria Australia ## 958 02/07/2020 20:24:00 British Columbia Canada ## 959 02/07/2020 20:24:00 India ## 960 02/07/2020 20:24:00 Italy ## 961 02/07/2020 20:24:00 Philippines ## 962 02/07/2020 20:24:00 UK ## 963 02/07/2020 20:24:00 South Australia Australia ## 964 02/07/2020 20:24:00 Toronto, ON Canada ## 965 02/07/2020 20:24:00 Russia ## 966 02/07/2020 20:24:00 Chicago, IL US ## 967 02/07/2020 20:24:00 San Benito, CA US ## 968 02/07/2020 20:24:00 Santa Clara, CA US ## 969 02/07/2020 20:24:00 Belgium ## 970 02/07/2020 20:24:00 Cambodia ## 971 02/07/2020 20:24:00 London, ON Canada ## 972 02/07/2020 20:24:00 Finland ## 973 02/07/2020 20:24:00 Tibet Mainland China ## 974 02/07/2020 20:24:00 Nepal ## 975 02/07/2020 20:24:00 Spain ## 976 02/07/2020 20:24:00 Sri Lanka ## 977 02/07/2020 20:24:00 Sweden ## 978 02/07/2020 20:24:00 Boston, MA US ## 979 02/07/2020 20:24:00 Los Angeles, CA US ## 980 02/07/2020 20:24:00 Madison, WI US ## 981 02/07/2020 20:24:00 Orange, CA US ## 982 02/07/2020 20:24:00 Seattle, WA US ## 983 02/07/2020 20:24:00 Tempe, AZ US ## 984 02/08/2020 23:04:00 Hubei Mainland China ## 985 02/08/2020 23:04:00 Guangdong Mainland China ## 986 02/08/2020 23:04:00 Zhejiang Mainland China ## 987 02/08/2020 23:04:00 Henan Mainland China ## 988 02/08/2020 23:04:00 Hunan Mainland China ## 989 02/08/2020 23:04:00 Anhui Mainland China ## 990 02/08/2020 23:04:00 Jiangxi Mainland China ## 991 02/08/2020 23:04:00 Jiangsu Mainland China ## 992 02/08/2020 23:04:00 Chongqing Mainland China ## 993 02/08/2020 23:04:00 Shandong Mainland China ## 994 02/08/2020 23:04:00 Sichuan Mainland China ## 995 02/08/2020 23:04:00 Beijing Mainland China ## 996 02/08/2020 23:04:00 Heilongjiang Mainland China ## 997 02/08/2020 23:04:00 Shanghai Mainland China ## 998 02/08/2020 23:04:00 Fujian Mainland China ## 999 02/08/2020 23:04:00 Shaanxi Mainland China ## 1000 02/08/2020 23:04:00 Hebei Mainland China ## 1001 02/08/2020 23:04:00 Guangxi Mainland China ## 1002 02/08/2020 23:04:00 Yunnan Mainland China ## 1003 02/08/2020 23:04:00 Hainan Mainland China ## 1004 02/08/2020 23:04:00 Shanxi Mainland China ## 1005 02/08/2020 23:04:00 Liaoning Mainland China ## 1006 02/08/2020 23:04:00 Guizhou Mainland China ## 1007 02/08/2020 23:04:00 Tianjin Mainland China ## 1008 02/08/2020 23:04:00 Gansu Mainland China ## 1009 02/08/2020 23:04:00 Jilin Mainland China ## 1010 02/08/2020 23:04:00 Cruise Ship Others ## 1011 02/08/2020 23:04:00 Inner Mongolia Mainland China ## 1012 02/08/2020 23:04:00 Ningxia Mainland China ## 1013 02/08/2020 23:04:00 Xinjiang Mainland China ## 1014 02/08/2020 23:04:00 Singapore ## 1015 02/08/2020 23:04:00 Thailand ## 1016 02/08/2020 23:04:00 Hong Kong Hong Kong ## 1017 02/08/2020 23:04:00 Japan ## 1018 02/08/2020 23:04:00 South Korea ## 1019 02/08/2020 23:04:00 Qinghai Mainland China ## 1020 02/08/2020 23:04:00 Taiwan Taiwan ## 1021 02/08/2020 23:04:00 Malaysia ## 1022 02/08/2020 23:04:00 Germany ## 1023 02/08/2020 23:04:00 Vietnam ## 1024 02/08/2020 23:04:00 France ## 1025 02/08/2020 23:04:00 Macau Macau ## 1026 02/08/2020 23:04:00 United Arab Emirates ## 1027 02/08/2020 23:04:00 Queensland Australia ## 1028 02/08/2020 23:04:00 New South Wales Australia ## 1029 02/08/2020 23:04:00 Victoria Australia ## 1030 02/08/2020 23:04:00 British Columbia Canada ## 1031 02/08/2020 23:04:00 India ## 1032 02/08/2020 23:04:00 Italy ## 1033 02/08/2020 23:04:00 Philippines ## 1034 02/08/2020 23:04:00 UK ## 1035 02/08/2020 23:04:00 South Australia Australia ## 1036 02/08/2020 23:04:00 Toronto, ON Canada ## 1037 02/08/2020 23:04:00 Russia ## 1038 02/08/2020 23:04:00 Chicago, IL US ## 1039 02/08/2020 23:04:00 San Benito, CA US ## 1040 02/08/2020 23:04:00 Santa Clara, CA US ## 1041 02/08/2020 23:04:00 Belgium ## 1042 02/08/2020 23:04:00 Cambodia ## 1043 02/08/2020 23:04:00 London, ON Canada ## 1044 02/08/2020 23:04:00 Finland ## 1045 02/08/2020 23:04:00 Tibet Mainland China ## 1046 02/08/2020 23:04:00 Nepal ## 1047 02/08/2020 23:04:00 Spain ## 1048 02/08/2020 23:04:00 Sri Lanka ## 1049 02/08/2020 23:04:00 Sweden ## 1050 02/08/2020 23:04:00 Boston, MA US ## 1051 02/08/2020 23:04:00 Los Angeles, CA US ## 1052 02/08/2020 23:04:00 Madison, WI US ## 1053 02/08/2020 23:04:00 Orange, CA US ## 1054 02/08/2020 23:04:00 Seattle, WA US ## 1055 02/08/2020 23:04:00 Tempe, AZ US ## 1056 02/09/2020 23:20:00 Hubei Mainland China ## 1057 02/09/2020 23:20:00 Guangdong Mainland China ## 1058 02/09/2020 23:20:00 Zhejiang Mainland China ## 1059 02/09/2020 23:20:00 Henan Mainland China ## 1060 02/09/2020 23:20:00 Hunan Mainland China ## 1061 02/09/2020 23:20:00 Anhui Mainland China ## 1062 02/09/2020 23:20:00 Jiangxi Mainland China ## 1063 02/09/2020 23:20:00 Jiangsu Mainland China ## 1064 02/09/2020 23:20:00 Chongqing Mainland China ## 1065 02/09/2020 23:20:00 Shandong Mainland China ## 1066 02/09/2020 23:20:00 Sichuan Mainland China ## 1067 02/09/2020 23:20:00 Beijing Mainland China ## 1068 02/09/2020 23:20:00 Heilongjiang Mainland China ## 1069 02/09/2020 23:20:00 Shanghai Mainland China ## 1070 02/09/2020 23:20:00 Fujian Mainland China ## 1071 02/09/2020 23:20:00 Hebei Mainland China ## 1072 02/09/2020 23:20:00 Shaanxi Mainland China ## 1073 02/09/2020 23:20:00 Guangxi Mainland China ## 1074 02/09/2020 23:20:00 Yunnan Mainland China ## 1075 02/09/2020 23:20:00 Hainan Mainland China ## 1076 02/09/2020 23:20:00 Shanxi Mainland China ## 1077 02/09/2020 23:20:00 Guizhou Mainland China ## 1078 02/09/2020 23:20:00 Liaoning Mainland China ## 1079 02/09/2020 23:20:00 Tianjin Mainland China ## 1080 02/09/2020 23:20:00 Gansu Mainland China ## 1081 02/09/2020 23:20:00 Jilin Mainland China ## 1082 02/09/2020 23:20:00 Diamond Princess cruise ship Others ## 1083 02/09/2020 23:20:00 Inner Mongolia Mainland China ## 1084 02/09/2020 23:20:00 Ningxia Mainland China ## 1085 02/09/2020 23:20:00 Xinjiang Mainland China ## 1086 02/09/2020 23:20:00 Singapore ## 1087 02/09/2020 23:20:00 Hong Kong Hong Kong ## 1088 02/09/2020 23:20:00 Thailand ## 1089 02/09/2020 23:20:00 South Korea ## 1090 02/09/2020 23:20:00 Japan ## 1091 02/09/2020 23:20:00 Qinghai Mainland China ## 1092 02/09/2020 23:20:00 Malaysia ## 1093 02/09/2020 23:20:00 Taiwan Taiwan ## 1094 02/09/2020 23:20:00 Germany ## 1095 02/09/2020 23:20:00 Vietnam ## 1096 02/09/2020 23:20:00 France ## 1097 02/09/2020 23:20:00 Macau Macau ## 1098 02/09/2020 23:20:00 United Arab Emirates ## 1099 02/09/2020 23:20:00 Queensland Australia ## 1100 02/09/2020 23:20:00 New South Wales Australia ## 1101 02/09/2020 23:20:00 Victoria Australia ## 1102 02/09/2020 23:20:00 British Columbia Canada ## 1103 02/09/2020 23:20:00 India ## 1104 02/09/2020 23:20:00 Italy ## 1105 02/09/2020 23:20:00 Philippines ## 1106 02/09/2020 23:20:00 UK ## 1107 02/09/2020 23:20:00 South Australia Australia ## 1108 02/09/2020 23:20:00 Toronto, ON Canada ## 1109 02/09/2020 23:20:00 Russia ## 1110 02/09/2020 23:20:00 Spain ## 1111 02/09/2020 23:20:00 Chicago, IL US ## 1112 02/09/2020 23:20:00 San Benito, CA US ## 1113 02/09/2020 23:20:00 Santa Clara, CA US ## 1114 02/09/2020 23:20:00 Belgium ## 1115 02/09/2020 23:20:00 Cambodia ## 1116 02/09/2020 23:20:00 London, ON Canada ## 1117 02/09/2020 23:20:00 Finland ## 1118 02/09/2020 23:20:00 Tibet Mainland China ## 1119 02/09/2020 23:20:00 Nepal ## 1120 02/09/2020 23:20:00 Sri Lanka ## 1121 02/09/2020 23:20:00 Sweden ## 1122 02/09/2020 23:20:00 Boston, MA US ## 1123 02/09/2020 23:20:00 Los Angeles, CA US ## 1124 02/09/2020 23:20:00 Madison, WI US ## 1125 02/09/2020 23:20:00 Orange, CA US ## 1126 02/09/2020 23:20:00 Seattle, WA US ## 1127 02/09/2020 23:20:00 Tempe, AZ US ## 1128 02/10/2020 19:30:00 Hubei Mainland China ## 1129 02/10/2020 19:30:00 Guangdong Mainland China ## 1130 02/10/2020 19:30:00 Zhejiang Mainland China ## 1131 02/10/2020 19:30:00 Henan Mainland China ## 1132 02/10/2020 19:30:00 Hunan Mainland China ## 1133 02/10/2020 19:30:00 Anhui Mainland China ## 1134 02/10/2020 19:30:00 Jiangxi Mainland China ## 1135 02/10/2020 19:30:00 Jiangsu Mainland China ## 1136 02/10/2020 19:30:00 Chongqing Mainland China ## 1137 02/10/2020 19:30:00 Shandong Mainland China ## 1138 02/10/2020 19:30:00 Sichuan Mainland China ## 1139 02/10/2020 19:30:00 Beijing Mainland China ## 1140 02/10/2020 19:30:00 Heilongjiang Mainland China ## 1141 02/10/2020 19:30:00 Shanghai Mainland China ## 1142 02/10/2020 19:30:00 Fujian Mainland China ## 1143 02/10/2020 19:30:00 Hebei Mainland China ## 1144 02/10/2020 19:30:00 Shaanxi Mainland China ## 1145 02/10/2020 19:30:00 Guangxi Mainland China ## 1146 02/10/2020 19:30:00 Yunnan Mainland China ## 1147 02/10/2020 19:30:00 Hainan Mainland China ## 1148 02/10/2020 19:30:00 Diamond Princess cruise ship Others ## 1149 02/10/2020 19:30:00 Shanxi Mainland China ## 1150 02/10/2020 19:30:00 Guizhou Mainland China ## 1151 02/10/2020 19:30:00 Liaoning Mainland China ## 1152 02/10/2020 19:30:00 Tianjin Mainland China ## 1153 02/10/2020 19:30:00 Gansu Mainland China ## 1154 02/10/2020 19:30:00 Jilin Mainland China ## 1155 02/10/2020 19:30:00 Inner Mongolia Mainland China ## 1156 02/10/2020 19:30:00 Ningxia Mainland China ## 1157 02/10/2020 19:30:00 Xinjiang Mainland China ## 1158 02/10/2020 19:30:00 Singapore ## 1159 02/10/2020 19:30:00 Hong Kong Hong Kong ## 1160 02/10/2020 19:30:00 Thailand ## 1161 02/10/2020 19:30:00 South Korea ## 1162 02/10/2020 19:30:00 Japan ## 1163 02/10/2020 19:30:00 Qinghai Mainland China ## 1164 02/10/2020 19:30:00 Malaysia ## 1165 02/10/2020 19:30:00 Taiwan Taiwan ## 1166 02/10/2020 19:30:00 Germany ## 1167 02/10/2020 19:30:00 Vietnam ## 1168 02/10/2020 19:30:00 France ## 1169 02/10/2020 19:30:00 Macau Macau ## 1170 02/10/2020 19:30:00 UK ## 1171 02/10/2020 19:30:00 United Arab Emirates ## 1172 02/10/2020 19:30:00 Queensland Australia ## 1173 02/10/2020 19:30:00 New South Wales Australia ## 1174 02/10/2020 19:30:00 Victoria Australia ## 1175 02/10/2020 19:30:00 British Columbia Canada ## 1176 02/10/2020 19:30:00 India ## 1177 02/10/2020 19:30:00 Italy ## 1178 02/10/2020 19:30:00 Philippines ## 1179 02/10/2020 19:30:00 South Australia Australia ## 1180 02/10/2020 19:30:00 Toronto, ON Canada ## 1181 02/10/2020 19:30:00 Russia ## 1182 02/10/2020 19:30:00 Spain ## 1183 02/10/2020 19:30:00 Chicago, IL US ## 1184 02/10/2020 19:30:00 San Benito, CA US ## 1185 02/10/2020 19:30:00 Santa Clara, CA US ## 1186 02/10/2020 19:30:00 Belgium ## 1187 02/10/2020 19:30:00 Cambodia ## 1188 02/10/2020 19:30:00 London, ON Canada ## 1189 02/10/2020 19:30:00 Finland ## 1190 02/10/2020 19:30:00 Tibet Mainland China ## 1191 02/10/2020 19:30:00 Nepal ## 1192 02/10/2020 19:30:00 Sri Lanka ## 1193 02/10/2020 19:30:00 Sweden ## 1194 02/10/2020 19:30:00 Boston, MA US ## 1195 02/10/2020 19:30:00 Los Angeles, CA US ## 1196 02/10/2020 19:30:00 Madison, WI US ## 1197 02/10/2020 19:30:00 Orange, CA US ## 1198 02/10/2020 19:30:00 Seattle, WA US ## 1199 02/10/2020 19:30:00 Tempe, AZ US ## 1200 02/11/2020 20:44:00 Hubei Mainland China ## 1201 02/11/2020 20:44:00 Guangdong Mainland China ## 1202 02/11/2020 20:44:00 Henan Mainland China ## 1203 02/11/2020 20:44:00 Zhejiang Mainland China ## 1204 02/11/2020 20:44:00 Hunan Mainland China ## 1205 02/11/2020 20:44:00 Anhui Mainland China ## 1206 02/11/2020 20:44:00 Jiangxi Mainland China ## 1207 02/11/2020 20:44:00 Jiangsu Mainland China ## 1208 02/11/2020 20:44:00 Chongqing Mainland China ## 1209 02/11/2020 20:44:00 Shandong Mainland China ## 1210 02/11/2020 20:44:00 Sichuan Mainland China ## 1211 02/11/2020 20:44:00 Heilongjiang Mainland China ## 1212 02/11/2020 20:44:00 Beijing Mainland China ## 1213 02/11/2020 20:44:00 Shanghai Mainland China ## 1214 02/11/2020 20:44:00 Fujian Mainland China ## 1215 02/11/2020 20:44:00 Hebei Mainland China ## 1216 02/11/2020 20:44:00 Guangxi Mainland China ## 1217 02/11/2020 20:44:00 Shaanxi Mainland China ## 1218 02/11/2020 20:44:00 Yunnan Mainland China ## 1219 02/11/2020 20:44:00 Hainan Mainland China ## 1220 02/11/2020 20:44:00 Diamond Princess cruise ship Others ## 1221 02/11/2020 20:44:00 Guizhou Mainland China ## 1222 02/11/2020 20:44:00 Shanxi Mainland China ## 1223 02/11/2020 20:44:00 Liaoning Mainland China ## 1224 02/11/2020 20:44:00 Tianjin Mainland China ## 1225 02/11/2020 20:44:00 Gansu Mainland China ## 1226 02/11/2020 20:44:00 Jilin Mainland China ## 1227 02/11/2020 20:44:00 Xinjiang Mainland China ## 1228 02/11/2020 20:44:00 Inner Mongolia Mainland China ## 1229 02/11/2020 20:44:00 Ningxia Mainland China ## 1230 02/11/2020 20:44:00 Hong Kong Hong Kong ## 1231 02/11/2020 20:44:00 Singapore ## 1232 02/11/2020 20:44:00 Thailand ## 1233 02/11/2020 20:44:00 South Korea ## 1234 02/11/2020 20:44:00 Japan ## 1235 02/11/2020 20:44:00 Qinghai Mainland China ## 1236 02/11/2020 20:44:00 Malaysia ## 1237 02/11/2020 20:44:00 Taiwan Taiwan ## 1238 02/11/2020 20:44:00 Germany ## 1239 02/11/2020 20:44:00 Vietnam ## 1240 02/11/2020 20:44:00 France ## 1241 02/11/2020 20:44:00 Macau Macau ## 1242 02/11/2020 20:44:00 UK ## 1243 02/11/2020 20:44:00 United Arab Emirates ## 1244 02/11/2020 20:44:00 Queensland Australia ## 1245 02/11/2020 20:44:00 New South Wales Australia ## 1246 02/11/2020 20:44:00 Victoria Australia ## 1247 02/11/2020 20:44:00 British Columbia Canada ## 1248 02/11/2020 20:44:00 India ## 1249 02/11/2020 20:44:00 Italy ## 1250 02/11/2020 20:44:00 Philippines ## 1251 02/11/2020 20:44:00 South Australia Australia ## 1252 02/11/2020 20:44:00 Toronto, ON Canada ## 1253 02/11/2020 20:44:00 Russia ## 1254 02/11/2020 20:44:00 Spain ## 1255 02/11/2020 20:44:00 Chicago, IL US ## 1256 02/11/2020 20:44:00 San Benito, CA US ## 1257 02/11/2020 20:44:00 Santa Clara, CA US ## 1258 02/11/2020 20:44:00 Belgium ## 1259 02/11/2020 20:44:00 Cambodia ## 1260 02/11/2020 20:44:00 London, ON Canada ## 1261 02/11/2020 20:44:00 Finland ## 1262 02/11/2020 20:44:00 Tibet Mainland China ## 1263 02/11/2020 20:44:00 Nepal ## 1264 02/11/2020 20:44:00 Sri Lanka ## 1265 02/11/2020 20:44:00 Sweden ## 1266 02/11/2020 20:44:00 Boston, MA US ## 1267 02/11/2020 20:44:00 Los Angeles, CA US ## 1268 02/11/2020 20:44:00 Madison, WI US ## 1269 02/11/2020 20:44:00 Orange, CA US ## 1270 02/11/2020 20:44:00 San Diego County, CA US ## 1271 02/11/2020 20:44:00 Seattle, WA US ## 1272 02/11/2020 20:44:00 Tempe, AZ US ## 1273 02/12/2020 22:00:00 Hubei Mainland China ## 1274 02/12/2020 22:00:00 Guangdong Mainland China ## 1275 02/12/2020 22:00:00 Henan Mainland China ## 1276 02/12/2020 22:00:00 Zhejiang Mainland China ## 1277 02/12/2020 22:00:00 Hunan Mainland China ## 1278 02/12/2020 22:00:00 Anhui Mainland China ## 1279 02/12/2020 22:00:00 Jiangxi Mainland China ## 1280 02/12/2020 22:00:00 Jiangsu Mainland China ## 1281 02/12/2020 22:00:00 Chongqing Mainland China ## 1282 02/12/2020 22:00:00 Shandong Mainland China ## 1283 02/12/2020 22:00:00 Sichuan Mainland China ## 1284 02/12/2020 22:00:00 Heilongjiang Mainland China ## 1285 02/12/2020 22:00:00 Beijing Mainland China ## 1286 02/12/2020 22:00:00 Shanghai Mainland China ## 1287 02/12/2020 22:00:00 Fujian Mainland China ## 1288 02/12/2020 22:00:00 Hebei Mainland China ## 1289 02/12/2020 22:00:00 Shaanxi Mainland China ## 1290 02/12/2020 22:00:00 Guangxi Mainland China ## 1291 02/12/2020 22:00:00 Diamond Princess cruise ship Others ## 1292 02/12/2020 22:00:00 Hainan Mainland China ## 1293 02/12/2020 22:00:00 Yunnan Mainland China ## 1294 02/12/2020 22:00:00 Guizhou Mainland China ## 1295 02/12/2020 22:00:00 Shanxi Mainland China ## 1296 02/12/2020 22:00:00 Liaoning Mainland China ## 1297 02/12/2020 22:00:00 Tianjin Mainland China ## 1298 02/12/2020 22:00:00 Gansu Mainland China ## 1299 02/12/2020 22:00:00 Jilin Mainland China ## 1300 02/12/2020 22:00:00 Ningxia Mainland China ## 1301 02/12/2020 22:00:00 Xinjiang Mainland China ## 1302 02/12/2020 22:00:00 Inner Mongolia Mainland China ## 1303 02/12/2020 22:00:00 Hong Kong Hong Kong ## 1304 02/12/2020 22:00:00 Singapore ## 1305 02/12/2020 22:00:00 Thailand ## 1306 02/12/2020 22:00:00 Japan ## 1307 02/12/2020 22:00:00 South Korea ## 1308 02/12/2020 22:00:00 Qinghai Mainland China ## 1309 02/12/2020 22:00:00 Malaysia ## 1310 02/12/2020 22:00:00 Taiwan Taiwan ## 1311 02/12/2020 22:00:00 Germany ## 1312 02/12/2020 22:00:00 Vietnam ## 1313 02/12/2020 22:00:00 France ## 1314 02/12/2020 22:00:00 Macau Macau ## 1315 02/12/2020 22:00:00 UK ## 1316 02/12/2020 22:00:00 United Arab Emirates ## 1317 02/12/2020 22:00:00 Queensland Australia ## 1318 02/12/2020 22:00:00 New South Wales Australia ## 1319 02/12/2020 22:00:00 Victoria Australia ## 1320 02/12/2020 22:00:00 British Columbia Canada ## 1321 02/12/2020 22:00:00 India ## 1322 02/12/2020 22:00:00 Italy ## 1323 02/12/2020 22:00:00 Philippines ## 1324 02/12/2020 22:00:00 South Australia Australia ## 1325 02/12/2020 22:00:00 Toronto, ON Canada ## 1326 02/12/2020 22:00:00 Russia ## 1327 02/12/2020 22:00:00 Spain ## 1328 02/12/2020 22:00:00 Chicago, IL US ## 1329 02/12/2020 22:00:00 San Benito, CA US ## 1330 02/12/2020 22:00:00 Santa Clara, CA US ## 1331 02/12/2020 22:00:00 Belgium ## 1332 02/12/2020 22:00:00 Cambodia ## 1333 02/12/2020 22:00:00 London, ON Canada ## 1334 02/12/2020 22:00:00 Finland ## 1335 02/12/2020 22:00:00 Tibet Mainland China ## 1336 02/12/2020 22:00:00 Nepal ## 1337 02/12/2020 22:00:00 Sri Lanka ## 1338 02/12/2020 22:00:00 Sweden ## 1339 02/12/2020 22:00:00 Boston, MA US ## 1340 02/12/2020 22:00:00 Los Angeles, CA US ## 1341 02/12/2020 22:00:00 Madison, WI US ## 1342 02/12/2020 22:00:00 Orange, CA US ## 1343 02/12/2020 22:00:00 San Diego County, CA US ## 1344 02/12/2020 22:00:00 Seattle, WA US ## 1345 02/12/2020 22:00:00 Tempe, AZ US ## 1346 02/13/2020 21:15:00 Hubei Mainland China ## 1347 02/13/2020 21:15:00 Guangdong Mainland China ## 1348 02/13/2020 21:15:00 Henan Mainland China ## 1349 02/13/2020 21:15:00 Zhejiang Mainland China ## 1350 02/13/2020 21:15:00 Hunan Mainland China ## 1351 02/13/2020 21:15:00 Anhui Mainland China ## 1352 02/13/2020 21:15:00 Jiangxi Mainland China ## 1353 02/13/2020 21:15:00 Jiangsu Mainland China ## 1354 02/13/2020 21:15:00 Chongqing Mainland China ## 1355 02/13/2020 21:15:00 Shandong Mainland China ## 1356 02/13/2020 21:15:00 Sichuan Mainland China ## 1357 02/13/2020 21:15:00 Heilongjiang Mainland China ## 1358 02/13/2020 21:15:00 Beijing Mainland China ## 1359 02/13/2020 21:15:00 Shanghai Mainland China ## 1360 02/13/2020 21:15:00 Hebei Mainland China ## 1361 02/13/2020 21:15:00 Fujian Mainland China ## 1362 02/13/2020 21:15:00 Shaanxi Mainland China ## 1363 02/13/2020 21:15:00 Guangxi Mainland China ## 1364 02/13/2020 21:15:00 Diamond Princess cruise ship Others ## 1365 02/13/2020 21:15:00 Hainan Mainland China ## 1366 02/13/2020 21:15:00 Yunnan Mainland China ## 1367 02/13/2020 21:15:00 Guizhou Mainland China ## 1368 02/13/2020 21:15:00 Shanxi Mainland China ## 1369 02/13/2020 21:15:00 Tianjin Mainland China ## 1370 02/13/2020 21:15:00 Liaoning Mainland China ## 1371 02/13/2020 21:15:00 Gansu Mainland China ## 1372 02/13/2020 21:15:00 Jilin Mainland China ## 1373 02/13/2020 21:15:00 Ningxia Mainland China ## 1374 02/13/2020 21:15:00 Inner Mongolia Mainland China ## 1375 02/13/2020 21:15:00 Xinjiang Mainland China ## 1376 02/13/2020 21:15:00 Singapore ## 1377 02/13/2020 21:15:00 Hong Kong Hong Kong ## 1378 02/13/2020 21:15:00 Thailand ## 1379 02/13/2020 21:15:00 Japan ## 1380 02/13/2020 21:15:00 South Korea ## 1381 02/13/2020 21:15:00 Malaysia ## 1382 02/13/2020 21:15:00 Qinghai Mainland China ## 1383 02/13/2020 21:15:00 Taiwan Taiwan ## 1384 02/13/2020 21:15:00 Germany ## 1385 02/13/2020 21:15:00 Vietnam ## 1386 02/13/2020 21:15:00 France ## 1387 02/13/2020 21:15:00 Macau Macau ## 1388 02/13/2020 21:15:00 UK ## 1389 02/13/2020 21:15:00 United Arab Emirates ## 1390 02/13/2020 21:15:00 Queensland Australia ## 1391 02/13/2020 21:15:00 New South Wales Australia ## 1392 02/13/2020 21:15:00 Victoria Australia ## 1393 02/13/2020 21:15:00 British Columbia Canada ## 1394 02/13/2020 21:15:00 India ## 1395 02/13/2020 21:15:00 Italy ## 1396 02/13/2020 21:15:00 Philippines ## 1397 02/13/2020 21:15:00 South Australia Australia ## 1398 02/13/2020 21:15:00 Toronto, ON Canada ## 1399 02/13/2020 21:15:00 Russia ## 1400 02/13/2020 21:15:00 Spain ## 1401 02/13/2020 21:15:00 Chicago, IL US ## 1402 02/13/2020 21:15:00 San Benito, CA US ## 1403 02/13/2020 21:15:00 San Diego County, CA US ## 1404 02/13/2020 21:15:00 Santa Clara, CA US ## 1405 02/13/2020 21:15:00 Belgium ## 1406 02/13/2020 21:15:00 Cambodia ## 1407 02/13/2020 21:15:00 London, ON Canada ## 1408 02/13/2020 21:15:00 Finland ## 1409 02/13/2020 21:15:00 Tibet Mainland China ## 1410 02/13/2020 21:15:00 Nepal ## 1411 02/13/2020 21:15:00 Sri Lanka ## 1412 02/13/2020 21:15:00 Sweden ## 1413 02/13/2020 21:15:00 Boston, MA US ## 1414 02/13/2020 21:15:00 Los Angeles, CA US ## 1415 02/13/2020 21:15:00 Madison, WI US ## 1416 02/13/2020 21:15:00 Orange, CA US ## 1417 02/13/2020 21:15:00 San Antonio, TX US ## 1418 02/13/2020 21:15:00 Seattle, WA US ## 1419 02/13/2020 21:15:00 Tempe, AZ US ## last.update confirmed deaths recovered ## 1 01/22/2020 12:00:00 1 0 0 ## 2 01/22/2020 12:00:00 14 0 0 ## 3 01/22/2020 12:00:00 6 0 0 ## 4 01/22/2020 12:00:00 1 0 0 ## 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1319 2020-02-01 18:12:49 4 0 0 ## 1320 2020-02-07 05:43:03 4 0 0 ## 1321 2020-02-03 21:43:02 3 0 0 ## 1322 2020-02-07 17:53:02 3 0 0 ## 1323 2020-02-12 07:43:02 3 1 1 ## 1324 2020-02-02 22:33:07 2 0 0 ## 1325 2020-02-04 00:13:06 2 0 0 ## 1326 2020-02-12 14:43:03 2 0 2 ## 1327 2020-02-09 20:33:03 2 0 0 ## 1328 2020-02-09 19:03:03 2 0 2 ## 1329 2020-02-03 03:53:02 2 0 0 ## 1330 2020-02-03 00:43:02 2 0 0 ## 1331 2020-02-04 15:43:02 1 0 0 ## 1332 2020-02-12 07:43:02 1 0 1 ## 1333 2020-02-12 18:53:03 1 0 1 ## 1334 2020-02-12 00:03:12 1 0 1 ## 1335 2020-02-12 06:43:02 1 0 1 ## 1336 2020-02-12 14:43:03 1 0 1 ## 1337 2020-02-08 03:43:03 1 0 1 ## 1338 2020-02-01 02:13:26 1 0 0 ## 1339 2020-02-01 19:43:03 1 0 0 ## 1340 2020-02-01 19:53:03 1 0 0 ## 1341 2020-02-05 21:53:02 1 0 0 ## 1342 2020-02-01 19:53:03 1 0 0 ## 1343 2020-02-11 01:23:05 1 0 0 ## 1344 2020-02-09 07:03:04 1 0 1 ## 1345 2020-02-01 19:43:03 1 0 0 ## 1346 2020-02-14 00:13:23 51986 1426 4131 ## 1347 2020-02-14 01:23:02 1261 2 332 ## 1348 2020-02-14 01:13:05 1184 11 313 ## 1349 2020-02-14 01:13:05 1155 0 367 ## 1350 2020-02-14 01:23:02 988 2 352 ## 1351 2020-02-14 01:33:02 934 6 166 ## 1352 2020-02-14 01:13:06 900 1 187 ## 1353 2020-02-14 01:03:10 593 0 137 ## 1354 2020-02-13 23:23:05 529 4 128 ## 1355 2020-02-14 00:43:02 519 2 111 ## 1356 2020-02-14 00:43:02 463 1 105 ## 1357 2020-02-14 00:23:04 418 11 37 ## 1358 2020-02-13 14:13:06 366 3 69 ## 1359 2020-02-14 00:03:08 318 1 62 ## 1360 2020-02-14 00:03:08 283 3 69 ## 1361 2020-02-14 00:43:02 281 0 59 ## 1362 2020-02-13 10:33:23 229 0 46 ## 1363 2020-02-14 00:23:04 226 2 35 ## 1364 2020-02-14 00:13:23 218 0 0 ## 1365 2020-02-14 00:53:02 158 4 30 ## 1366 2020-02-13 08:43:08 156 0 27 ## 1367 2020-02-14 01:53:02 140 1 28 ## 1368 2020-02-13 23:23:05 126 0 36 ## 1369 2020-02-13 23:43:02 119 3 21 ## 1370 2020-02-13 14:33:02 117 1 22 ## 1371 2020-02-13 15:53:03 90 2 39 ## 1372 2020-02-14 00:43:02 86 1 25 ## 1373 2020-02-14 01:43:02 67 0 24 ## 1374 2020-02-14 02:03:08 65 0 6 ## 1375 2020-02-14 01:13:06 65 1 6 ## 1376 2020-02-13 14:33:02 58 0 15 ## 1377 2020-02-13 14:53:02 53 1 1 ## 1378 2020-02-13 17:53:03 33 0 12 ## 1379 2020-02-13 12:23:05 28 1 9 ## 1380 2020-02-12 14:43:03 28 0 7 ## 1381 2020-02-13 10:53:02 19 0 3 ## 1382 2020-02-13 08:43:08 18 0 11 ## 1383 2020-02-09 09:13:11 18 0 1 ## 1384 2020-02-13 15:13:11 16 0 1 ## 1385 2020-02-13 06:33:02 16 0 7 ## 1386 2020-02-12 18:53:02 11 0 2 ## 1387 2020-02-13 14:13:06 10 0 3 ## 1388 2020-02-12 19:03:06 9 0 1 ## 1389 2020-02-12 00:33:02 8 0 1 ## 1390 2020-02-09 19:33:02 5 0 0 ## 1391 2020-02-13 17:53:03 4 0 4 ## 1392 2020-02-13 17:53:03 4 0 4 ## 1393 2020-02-07 05:43:03 4 0 0 ## 1394 2020-02-13 18:53:02 3 0 0 ## 1395 2020-02-07 17:53:02 3 0 0 ## 1396 2020-02-12 07:43:02 3 1 1 ## 1397 2020-02-02 22:33:07 2 0 0 ## 1398 2020-02-04 00:13:06 2 0 0 ## 1399 2020-02-12 14:43:03 2 0 2 ## 1400 2020-02-09 20:33:03 2 0 0 ## 1401 2020-02-09 19:03:03 2 0 2 ## 1402 2020-02-03 03:53:02 2 0 0 ## 1403 2020-02-13 03:13:08 2 0 0 ## 1404 2020-02-03 00:43:02 2 0 0 ## 1405 2020-02-04 15:43:02 1 0 0 ## 1406 2020-02-12 07:43:02 1 0 1 ## 1407 2020-02-12 18:53:03 1 0 1 ## 1408 2020-02-12 00:03:12 1 0 1 ## 1409 2020-02-12 06:43:02 1 0 1 ## 1410 2020-02-12 14:43:03 1 0 1 ## 1411 2020-02-08 03:43:03 1 0 1 ## 1412 2020-02-01 02:13:26 1 0 0 ## 1413 2020-02-01 19:43:03 1 0 0 ## 1414 2020-02-01 19:53:03 1 0 0 ## 1415 2020-02-05 21:53:02 1 0 0 ## 1416 2020-02-01 19:53:03 1 0 0 ## 1417 2020-02-13 18:53:02 1 0 0 ## 1418 2020-02-09 07:03:04 1 0 1 ## 1419 2020-02-01 19:43:03 1 0 0 ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 3. ¿Cuáles son los lugares con más coronavirus reportados a la fecha? ``` ## # A tibble: 74 x 8 ## # Groups: Country [29] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1346 02/13/… Hubei Mainlan… 2020-02-14 … 51986 1426 4131 ## 2 1347 02/13/… Guangdong Mainlan… 2020-02-14 … 1261 2 332 ## 3 1348 02/13/… Henan Mainlan… 2020-02-14 … 1184 11 313 ## 4 1349 02/13/… Zhejiang Mainlan… 2020-02-14 … 1155 0 367 ## 5 1350 02/13/… Hunan Mainlan… 2020-02-14 … 988 2 352 ## 6 1351 02/13/… Anhui Mainlan… 2020-02-14 … 934 6 166 ## 7 1352 02/13/… Jiangxi Mainlan… 2020-02-14 … 900 1 187 ## 8 1353 02/13/… Jiangsu Mainlan… 2020-02-14 … 593 0 137 ## 9 1354 02/13/… Chongqing Mainlan… 2020-02-13 … 529 4 128 ## 10 1355 02/13/… Shandong Mainlan… 2020-02-14 … 519 2 111 ## # … with 64 more rows ``` --- ```r corona %>% group_by(Country) %>% * filter(Date=="02/13/2020 21:15:00") %>% * arrange(desc(Confirmed)) ``` ``` ## # A tibble: 74 x 8 ## # Groups: Country [29] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1346 02/13/… Hubei Mainlan… 2020-02-14 … 51986 1426 4131 ## 2 1347 02/13/… Guangdong Mainlan… 2020-02-14 … 1261 2 332 ## 3 1348 02/13/… Henan Mainlan… 2020-02-14 … 1184 11 313 ## 4 1349 02/13/… Zhejiang Mainlan… 2020-02-14 … 1155 0 367 ## 5 1350 02/13/… Hunan Mainlan… 2020-02-14 … 988 2 352 ## 6 1351 02/13/… Anhui Mainlan… 2020-02-14 … 934 6 166 ## 7 1352 02/13/… Jiangxi Mainlan… 2020-02-14 … 900 1 187 ## 8 1353 02/13/… Jiangsu Mainlan… 2020-02-14 … 593 0 137 ## 9 1354 02/13/… Chongqing Mainlan… 2020-02-13 … 529 4 128 ## 10 1355 02/13/… Shandong Mainlan… 2020-02-14 … 519 2 111 ## # … with 64 more rows ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 4. ¿Cuántos casos hay reportados en Taiwan? ``` ## Sno Date Province.State Country Last.Update ## 1 67 01/23/2020 12:00:00 Taiwan Taiwan 01/23/2020 12:00:00 ## 2 107 01/24/2020 12:00:00 Taiwan Taiwan 01/24/2020 12:00:00 ## 3 155 01/25/2020 22:00:00 Taiwan Taiwan 01/25/2020 12:00:00 ## 4 200 01/26/2020 23:00:00 Taiwan Taiwan 01/26/2020 23:00:00 ## 5 247 01/27/2020 20:30:00 Taiwan Taiwan 01/27/2020 20:30:00 ## 6 298 01/28/2020 23:00:00 Taiwan Taiwan 01/28/2020 23:00:00 ## 7 350 01/29/2020 21:00:00 Taiwan Taiwan 01/29/2020 21:00:00 ## 8 406 01/30/2020 21:30:00 Taiwan Taiwan 01/30/2020 21:30:00 ## 9 465 01/31/2020 19:00:00 Taiwan Taiwan 01/31/2020 19:00:00 ## 10 532 02/01/2020 23:00:00 Taiwan Taiwan 1/31/2020 15:20 ## 11 601 02/02/2020 21:00:00 Taiwan Taiwan 1/31/2020 15:20 ## 12 668 02/03/2020 21:40:00 Taiwan Taiwan 1/31/20 15:20 ## 13 737 02/04/2020 22:00:00 Taiwan Taiwan 2020-04-02 14:53:00 ## 14 808 02/05/2020 12:20:00 Taiwan Taiwan 2020-04-02 14:53:00 ## 15 876 02/06/2020 20:05:00 Taiwan Taiwan 2020-06-02 15:03:00 ## 16 948 02/07/2020 20:24:00 Taiwan Taiwan 2020-06-02 15:03:00 ## 17 1020 02/08/2020 23:04:00 Taiwan Taiwan 2020-08-02 05:23:00 ## 18 1093 02/09/2020 23:20:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 19 1165 02/10/2020 19:30:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 20 1237 02/11/2020 20:44:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 21 1310 02/12/2020 22:00:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 22 1383 02/13/2020 21:15:00 Taiwan Taiwan 2020-02-09 09:13:11 ## Confirmed Deaths Recovered ## 1 1 0 0 ## 2 3 0 0 ## 3 3 0 0 ## 4 4 0 0 ## 5 5 0 0 ## 6 8 0 0 ## 7 8 0 0 ## 8 9 0 0 ## 9 10 0 0 ## 10 10 0 0 ## 11 10 0 0 ## 12 10 0 0 ## 13 11 0 0 ## 14 11 0 0 ## 15 16 0 1 ## 16 16 0 1 ## 17 17 0 1 ## 18 18 0 1 ## 19 18 0 1 ## 20 18 0 1 ## 21 18 0 1 ## 22 18 0 1 ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 4. ¿Cuántos casos hay reportados en Taiwan? ```r corona %>% * filter(Country == "Taiwan") ``` ``` ## Sno Date Province.State Country Last.Update ## 1 67 01/23/2020 12:00:00 Taiwan Taiwan 01/23/2020 12:00:00 ## 2 107 01/24/2020 12:00:00 Taiwan Taiwan 01/24/2020 12:00:00 ## 3 155 01/25/2020 22:00:00 Taiwan Taiwan 01/25/2020 12:00:00 ## 4 200 01/26/2020 23:00:00 Taiwan Taiwan 01/26/2020 23:00:00 ## 5 247 01/27/2020 20:30:00 Taiwan Taiwan 01/27/2020 20:30:00 ## 6 298 01/28/2020 23:00:00 Taiwan Taiwan 01/28/2020 23:00:00 ## 7 350 01/29/2020 21:00:00 Taiwan Taiwan 01/29/2020 21:00:00 ## 8 406 01/30/2020 21:30:00 Taiwan Taiwan 01/30/2020 21:30:00 ## 9 465 01/31/2020 19:00:00 Taiwan Taiwan 01/31/2020 19:00:00 ## 10 532 02/01/2020 23:00:00 Taiwan Taiwan 1/31/2020 15:20 ## 11 601 02/02/2020 21:00:00 Taiwan Taiwan 1/31/2020 15:20 ## 12 668 02/03/2020 21:40:00 Taiwan Taiwan 1/31/20 15:20 ## 13 737 02/04/2020 22:00:00 Taiwan Taiwan 2020-04-02 14:53:00 ## 14 808 02/05/2020 12:20:00 Taiwan Taiwan 2020-04-02 14:53:00 ## 15 876 02/06/2020 20:05:00 Taiwan Taiwan 2020-06-02 15:03:00 ## 16 948 02/07/2020 20:24:00 Taiwan Taiwan 2020-06-02 15:03:00 ## 17 1020 02/08/2020 23:04:00 Taiwan Taiwan 2020-08-02 05:23:00 ## 18 1093 02/09/2020 23:20:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 19 1165 02/10/2020 19:30:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 20 1237 02/11/2020 20:44:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 21 1310 02/12/2020 22:00:00 Taiwan Taiwan 2020-02-09 09:13:11 ## 22 1383 02/13/2020 21:15:00 Taiwan Taiwan 2020-02-09 09:13:11 ## Confirmed Deaths Recovered ## 1 1 0 0 ## 2 3 0 0 ## 3 3 0 0 ## 4 4 0 0 ## 5 5 0 0 ## 6 8 0 0 ## 7 8 0 0 ## 8 9 0 0 ## 9 10 0 0 ## 10 10 0 0 ## 11 10 0 0 ## 12 10 0 0 ## 13 11 0 0 ## 14 11 0 0 ## 15 16 0 1 ## 16 16 0 1 ## 17 17 0 1 ## 18 18 0 1 ## 19 18 0 1 ## 20 18 0 1 ## 21 18 0 1 ## 22 18 0 1 ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 5. Después de China, ¿cuál es el segundo país con casos de Coronavirus? ``` ## # A tibble: 43 x 8 ## # Groups: Country [28] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1364 02/13/… "Diamond Prince… Others 2020-02-14… 218 0 0 ## 2 1376 02/13/… "" Singap… 2020-02-13… 58 0 15 ## 3 1377 02/13/… "Hong Kong" Hong K… 2020-02-13… 53 1 1 ## 4 1378 02/13/… "" Thaila… 2020-02-13… 33 0 12 ## 5 1379 02/13/… "" Japan 2020-02-13… 28 1 9 ## 6 1380 02/13/… "" South … 2020-02-12… 28 0 7 ## 7 1381 02/13/… "" Malays… 2020-02-13… 19 0 3 ## 8 1383 02/13/… "Taiwan" Taiwan 2020-02-09… 18 0 1 ## 9 1384 02/13/… "" Germany 2020-02-13… 16 0 1 ## 10 1385 02/13/… "" Vietnam 2020-02-13… 16 0 7 ## # … with 33 more rows ``` --- ```r corona %>% * group_by(Country) %>% * filter(Date=="02/13/2020 21:15:00", Country!="Mainland China")%>% * arrange(desc(Confirmed)) ``` ``` ## # A tibble: 43 x 8 ## # Groups: Country [28] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1364 02/13/… "Diamond Prince… Others 2020-02-14… 218 0 0 ## 2 1376 02/13/… "" Singap… 2020-02-13… 58 0 15 ## 3 1377 02/13/… "Hong Kong" Hong K… 2020-02-13… 53 1 1 ## 4 1378 02/13/… "" Thaila… 2020-02-13… 33 0 12 ## 5 1379 02/13/… "" Japan 2020-02-13… 28 1 9 ## 6 1380 02/13/… "" South … 2020-02-12… 28 0 7 ## 7 1381 02/13/… "" Malays… 2020-02-13… 19 0 3 ## 8 1383 02/13/… "Taiwan" Taiwan 2020-02-09… 18 0 1 ## 9 1384 02/13/… "" Germany 2020-02-13… 16 0 1 ## 10 1385 02/13/… "" Vietnam 2020-02-13… 16 0 7 ## # … with 33 more rows ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 6. Después de Hubei, ¿cuáles son las provincias más afectadas? ``` ## # A tibble: 74 x 8 ## # Groups: Province.State [54] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1346 02/13/… Hubei Mainlan… 2020-02-14 … 51986 1426 4131 ## 2 1347 02/13/… Guangdong Mainlan… 2020-02-14 … 1261 2 332 ## 3 1348 02/13/… Henan Mainlan… 2020-02-14 … 1184 11 313 ## 4 1349 02/13/… Zhejiang Mainlan… 2020-02-14 … 1155 0 367 ## 5 1350 02/13/… Hunan Mainlan… 2020-02-14 … 988 2 352 ## 6 1351 02/13/… Anhui Mainlan… 2020-02-14 … 934 6 166 ## 7 1352 02/13/… Jiangxi Mainlan… 2020-02-14 … 900 1 187 ## 8 1353 02/13/… Jiangsu Mainlan… 2020-02-14 … 593 0 137 ## 9 1354 02/13/… Chongqing Mainlan… 2020-02-13 … 529 4 128 ## 10 1355 02/13/… Shandong Mainlan… 2020-02-14 … 519 2 111 ## # … with 64 more rows ``` --- ```r corona %>% * group_by("Province/State") %>% * filter(Date=="02/13/2020 21:15:00") %>% * arrange(desc(Confirmed)) ``` ``` ## # A tibble: 74 x 9 ## # Groups: "Province/State" [1] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1346 02/1… Hubei Mainla… 2020-02-14… 51986 1426 4131 ## 2 1347 02/1… Guangdong Mainla… 2020-02-14… 1261 2 332 ## 3 1348 02/1… Henan Mainla… 2020-02-14… 1184 11 313 ## 4 1349 02/1… Zhejiang Mainla… 2020-02-14… 1155 0 367 ## 5 1350 02/1… Hunan Mainla… 2020-02-14… 988 2 352 ## 6 1351 02/1… Anhui Mainla… 2020-02-14… 934 6 166 ## 7 1352 02/1… Jiangxi Mainla… 2020-02-14… 900 1 187 ## 8 1353 02/1… Jiangsu Mainla… 2020-02-14… 593 0 137 ## 9 1354 02/1… Chongqing Mainla… 2020-02-13… 529 4 128 ## 10 1355 02/1… Shandong Mainla… 2020-02-14… 519 2 111 ## # … with 64 more rows, and 1 more variable: `"Province/State"` <chr> ``` --- <img src="img/hex-dplyr.png" width="10%" align="right" /> # 7. ¿Cuántos casos hay en Australia reportados según regiones? Ordenar de manera descendente ``` ## # A tibble: 4 x 8 ## # Groups: Country [1] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1390 02/13/2… Queensland Austra… 2020-02-09 … 5 0 0 ## 2 1391 02/13/2… New South Wales Austra… 2020-02-13 … 4 0 4 ## 3 1392 02/13/2… Victoria Austra… 2020-02-13 … 4 0 4 ## 4 1397 02/13/2… South Australia Austra… 2020-02-02 … 2 0 0 ``` --- ```r corona %>% group_by(Province.State) %>% filter(Date=="02/13/2020 21:15:00", Country=="Australia") %>% arrange(desc(Confirmed)) ``` ``` ## # A tibble: 4 x 8 ## # Groups: Province.State [4] ## Sno Date Province.State Country Last.Update Confirmed Deaths Recovered ## <int> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> ## 1 1390 02/13/2… Queensland Austra… 2020-02-09 … 5 0 0 ## 2 1391 02/13/2… New South Wales Austra… 2020-02-13 … 4 0 4 ## 3 1392 02/13/2… Victoria Austra… 2020-02-13 … 4 0 4 ## 4 1397 02/13/2… South Australia Austra… 2020-02-02 … 2 0 0 ```