day,country_or_region,province_or_state,admin2,fips,confirmed,deaths,recovered,active,latitude,longitude,last_update,combined_key 2020-05-01,China,Shandong,,,787,7,772,8,36.3427,118.1498,2020-05-02 02:32:27,"Shandong, China" 2020-05-02,China,Shandong,,,787,7,772,8,36.3427,118.1498,2020-05-03 02:32:28,"Shandong, China" 2020-05-03,China,Shandong,,,788,7,773,8,36.3427,118.1498,2020-05-04 02:32:28,"Shandong, China" 2020-05-04,China,Shandong,,,788,7,773,8,36.3427,118.1498,2020-05-05 02:32:34,"Shandong, China" 2020-05-05,China,Shandong,,,788,7,775,6,36.3427,118.1498,2020-05-06 02:32:31,"Shandong, China" 2020-05-06,China,Shandong,,,788,7,775,6,36.3427,118.1498,2020-05-07 02:32:28,"Shandong, China" 2020-05-07,China,Shandong,,,788,7,776,5,36.3427,118.1498,2020-05-08 02:32:32,"Shandong, China" 2020-05-08,China,Shandong,,,788,7,776,5,36.3427,118.1498,2020-05-09 02:32:35,"Shandong, China" 2020-05-09,China,Shandong,,,788,7,776,5,36.3427,118.1498,2020-05-10 02:32:30,"Shandong, China" 2020-05-10,China,Shandong,,,788,7,777,4,36.3427,118.1498,2020-05-11 02:32:30,"Shandong, China" 2020-05-11,China,Shandong,,,788,7,777,4,36.3427,118.1498,2020-05-12 03:32:27,"Shandong, China" 2020-05-12,China,Shandong,,,788,7,777,4,36.3427,118.1498,2020-05-13 03:32:26,"Shandong, China" 2020-05-13,China,Shandong,,,788,7,777,4,36.3427,118.1498,2020-05-14 03:32:28,"Shandong, China" 2020-05-14,China,Shandong,,,788,7,778,3,36.3427,118.1498,2020-05-15 02:33:02,"Shandong, China" 2020-05-15,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-16 02:32:19,"Shandong, China" 2020-05-16,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-17 02:32:32,"Shandong, China" 2020-05-17,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-18 02:32:21,"Shandong, China" 2020-05-18,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-19 02:32:18,"Shandong, China" 2020-05-19,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-20 02:32:19,"Shandong, China" 2020-05-20,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-21 02:32:48,"Shandong, China" 2020-05-21,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-22 02:36:51,"Shandong, China" 2020-05-22,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-23 02:32:42,"Shandong, China" 2020-05-23,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-24 02:32:43,"Shandong, China" 2020-05-24,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-25 02:32:44,"Shandong, China" 2020-05-25,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-26 02:32:35,"Shandong, China" 2020-05-26,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-27 02:32:31,"Shandong, China" 2020-05-27,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-28 02:32:31,"Shandong, China" 2020-05-28,China,Shandong,,,788,7,780,1,36.3427,118.1498,2020-05-29 02:32:50,"Shandong, China" 2020-05-29,China,Shandong,,,790,7,780,3,36.3427,118.1498,2020-05-30 02:32:48,"Shandong, China" 2020-05-30,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-05-31 02:32:45,"Shandong, China" 2020-05-31,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-01 02:32:46,"Shandong, China" 2020-06-01,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-02 02:33:08,"Shandong, China" 2020-06-02,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-03 02:33:13,"Shandong, China" 2020-06-03,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-04 02:33:14,"Shandong, China" 2020-06-04,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-05 02:33:06,"Shandong, China" 2020-06-05,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-06 02:33:00,"Shandong, China" 2020-06-06,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-07 03:53:30,"Shandong, China" 2020-06-07,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-08 03:33:22,"Shandong, China" 2020-06-08,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-09 03:33:03,"Shandong, China" 2020-06-09,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-10 04:07:00,"Shandong, China" 2020-06-10,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-11 03:33:41,"Shandong, China" 2020-06-11,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-12 05:09:52,"Shandong, China" 2020-06-12,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-13 03:33:14,"Shandong, China" 2020-06-13,China,Shandong,,,792,7,782,3,36.3427,118.1498,2020-06-14 03:33:15,"Shandong, China" 2020-06-14,China,Shandong,,,792,7,782,3,36.3427,118.1498,2020-06-15 03:33:14,"Shandong, China" 2020-06-15,China,Shandong,,,792,7,783,2,36.3427,118.1498,2020-06-16 04:33:09,"Shandong, China" 2020-06-16,China,Shandong,,,792,7,783,2,36.3427,118.1498,2020-06-17 04:33:21,"Shandong, China" 2020-06-17,China,Shandong,,,792,7,783,2,36.3427,118.1498,2020-06-18 04:33:18,"Shandong, China" 2020-06-18,China,Shandong,,,792,7,783,2,36.3427,118.1498,2020-06-19 04:33:17,"Shandong, China" 2020-06-19,China,Shandong,,,792,7,783,2,36.3427,118.1498,2020-06-20 04:33:19,"Shandong, China" 2020-06-20,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-21 04:33:19,"Shandong, China" 2020-06-21,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-22 04:33:20,"Shandong, China" 2020-06-22,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-23 04:33:22,"Shandong, China" 2020-06-23,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-24 04:33:28,"Shandong, China" 2020-06-24,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-25 05:26:54,"Shandong, China" 2020-06-25,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-26 04:33:43,"Shandong, China" 2020-06-26,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-27 04:33:35,"Shandong, China" 2020-06-27,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-28 04:34:04,"Shandong, China" 2020-06-28,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-29 04:33:44,"Shandong, China" 2020-06-29,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-06-30 04:33:48,"Shandong, China" 2020-06-30,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-01 04:33:52,"Shandong, China" 2020-07-01,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-02 04:33:46,"Shandong, China" 2020-07-02,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-03 04:33:54,"Shandong, China" 2020-07-03,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-04 04:33:51,"Shandong, China" 2020-07-04,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-05 04:33:46,"Shandong, China" 2020-07-05,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-06 04:33:57,"Shandong, China" 2020-07-06,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-07 04:34:00,"Shandong, China" 2020-07-07,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-08 05:33:48,"Shandong, China" 2020-07-08,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-09 04:34:23,"Shandong, China" 2020-07-09,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-10 04:34:24,"Shandong, China" 2020-07-10,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-11 04:34:26,"Shandong, China" 2020-07-11,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-12 04:34:30,"Shandong, China" 2020-07-12,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-13 04:43:04,"Shandong, China" 2020-07-13,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-14 04:34:46,"Shandong, China" 2020-07-14,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-15 04:34:39,"Shandong, China" 2020-07-15,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-16 04:44:59,"Shandong, China" 2020-07-16,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-17 04:34:50,"Shandong, China" 2020-07-17,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-18 04:34:45,"Shandong, China" 2020-07-18,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-19 04:34:58,"Shandong, China" 2020-07-19,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-20 05:34:40,"Shandong, China" 2020-07-20,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-21 04:38:46,"Shandong, China" 2020-07-21,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-22 04:34:42,"Shandong, China" 2020-07-22,China,Shandong,,,798,7,785,6,36.3427,118.1498,2020-07-23 05:15:04,"Shandong, China" 2020-07-23,China,Shandong,,,798,7,785,6,36.3427,118.1498,2020-07-24 05:30:40,"Shandong, China" 2020-07-24,China,Shandong,,,798,7,785,6,36.3427,118.1498,2020-07-25 04:47:39,"Shandong, China" 2020-07-25,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-26 04:35:00,"Shandong, China" 2020-07-26,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-27 04:35:02,"Shandong, China" 2020-07-27,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-28 04:58:43,"Shandong, China" 2020-07-28,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-29 04:35:11,"Shandong, China" 2020-07-29,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-30 04:35:05,"Shandong, China" 2020-07-30,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-31 04:35:18,"Shandong, China" 2020-07-31,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-08-01 04:36:27,"Shandong, China" 2020-08-01,China,Shandong,,,802,7,786,9,36.3427,118.1498,2020-08-02 04:34:47,"Shandong, China" 2020-08-02,China,Shandong,,,804,7,786,11,36.3427,118.1498,2020-08-03 04:34:35,"Shandong, China" 2020-08-03,China,Shandong,,,804,7,786,11,36.3427,118.1498,2020-08-04 04:41:59,"Shandong, China" 2020-08-04,China,Shandong,,,804,7,786,11,36.3427,118.1498,2020-08-05 04:34:43,"Shandong, China" 2020-08-05,China,Shandong,,,805,7,786,12,36.3427,118.1498,2020-08-06 04:35:02,"Shandong, China" 2020-08-06,China,Shandong,,,805,7,787,11,36.3427,118.1498,2020-08-07 04:35:11,"Shandong, China" 2020-08-07,China,Shandong,,,806,7,788,11,36.3427,118.1498,2020-08-08 04:34:53,"Shandong, China" 2020-08-08,China,Shandong,,,806,7,788,11,36.3427,118.1498,2020-08-09 04:34:54,"Shandong, China" 2020-08-09,China,Shandong,,,810,7,788,15,36.3427,118.1498,2020-08-10 04:34:55,"Shandong, China"