day,country_or_region,province_or_state,admin2,fips,confirmed,deaths,recovered,active,latitude,longitude,last_update,combined_key 2020-07-16,China,Shandong,,,793,7,785,1,36.3427,118.1498,2020-07-17 04:34:50,"Shandong, China" 2020-08-08,China,Shandong,,,806,7,788,11,36.3427,118.1498,2020-08-09 04:34:54,"Shandong, China" 2022-09-13,China,Shandong,,,3064,7,0,,36.3427,118.1498,2022-09-14 04:20:44,"Shandong, China" 2020-11-06,China,Shandong,,,848,7,839,2,36.3427,118.1498,2020-11-07 05:24:52,"Shandong, China" 2021-04-30,China,Shandong,,,876,7,866,3,36.3427,118.1498,2021-05-01 04:20:47,"Shandong, China" 2022-09-23,China,Shandong,,,3083,7,0,,36.3427,118.1498,2022-09-24 04:21:40,"Shandong, China" 2021-04-04,China,Shandong,,,870,7,862,1,36.3427,118.1498,2021-04-05 04:20:35,"Shandong, China" 2020-11-27,China,Shandong,,,849,7,841,1,36.3427,118.1498,2020-11-28 05:25:50,"Shandong, China" 2022-10-07,China,Shandong,,,3130,7,0,,36.3427,118.1498,2022-10-08 04:22:56,"Shandong, China" 2021-06-29,China,Shandong,,,883,7,875,1,36.3427,118.1498,2021-06-30 04:21:41,"Shandong, China" 2021-12-07,China,Shandong,,,1023,7,0,,36.3427,118.1498,2021-12-08 04:22:46,"Shandong, China" 2021-07-28,China,Shandong,,,884,7,876,1,36.3427,118.1498,2021-07-29 04:21:33,"Shandong, China" 2020-07-05,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-06 04:33:57,"Shandong, China" 2020-01-26,Mainland China,Shandong,,,46,0,0,,36.3427,118.1498,1/26/20 16:00, 2020-04-18,China,Shandong,,,787,7,765,15,36.3427,118.1498,2020-04-18 01:49:39,"Shandong, China" 2022-09-18,China,Shandong,,,3078,7,0,,36.3427,118.1498,2022-09-19 04:21:49,"Shandong, China" 2021-10-10,China,Shandong,,,954,7,0,,36.3427,118.1498,2021-10-11 04:21:31,"Shandong, China" 2020-09-07,China,Shandong,,,831,7,811,13,36.3427,118.1498,2020-09-08 04:28:25,"Shandong, China" 2022-11-03,China,Shandong,,,3198,7,0,,36.3427,118.1498,2022-11-04 04:22:11,"Shandong, China" 2021-01-21,China,Shandong,,,866,7,856,3,36.3427,118.1498,2021-01-22 05:22:10,"Shandong, China" 2020-07-26,China,Shandong,,,799,7,785,7,36.3427,118.1498,2020-07-27 04:35:02,"Shandong, China" 2021-10-20,China,Shandong,,,962,7,0,,36.3427,118.1498,2021-10-21 04:21:18,"Shandong, China" 2021-11-17,China,Shandong,,,998,7,0,,36.3427,118.1498,2021-11-18 04:21:33,"Shandong, China" 2022-12-21,China,Shandong,,,4797,8,0,,36.3427,118.1498,2022-12-22 04:20:56,"Shandong, China" 2020-08-07,China,Shandong,,,806,7,788,11,36.3427,118.1498,2020-08-08 04:34:53,"Shandong, China" 2022-02-02,China,Shandong,,,1075,7,0,,36.3427,118.1498,2022-02-03 04:21:21,"Shandong, China" 2022-05-02,China,Shandong,,,2725,7,0,,36.3427,118.1498,2022-05-03 04:21:00,"Shandong, China" 2021-10-07,China,Shandong,,,947,7,0,,36.3427,118.1498,2021-10-08 04:21:25,"Shandong, China" 2021-02-19,China,Shandong,,,867,7,860,0,36.3427,118.1498,2021-02-20 05:22:51,"Shandong, China" 2022-06-26,China,Shandong,,,2749,7,0,,36.3427,118.1498,2022-06-27 04:21:00,"Shandong, China" 2020-02-25,Mainland China,Shandong,,,756,6,355,,36.3427,118.1498,2020-02-25T12:53:02, 2022-11-08,China,Shandong,,,3241,7,0,,36.3427,118.1498,2022-11-09 04:21:22,"Shandong, China" 2021-07-19,China,Shandong,,,883,7,876,0,36.3427,118.1498,2021-07-20 04:21:48,"Shandong, China" 2022-11-25,China,Shandong,,,3592,7,0,,36.3427,118.1498,2022-11-26 04:21:11,"Shandong, China" 2021-10-14,China,Shandong,,,957,7,0,,36.3427,118.1498,2021-10-15 04:21:26,"Shandong, China" 2021-11-06,China,Shandong,,,989,7,0,,36.3427,118.1498,2021-11-07 04:21:53,"Shandong, China" 2022-04-02,China,Shandong,,,2596,7,0,,36.3427,118.1498,2022-04-03 04:20:48,"Shandong, China" 2022-12-17,China,Shandong,,,4678,8,0,,36.3427,118.1498,2022-12-18 04:21:03,"Shandong, China" 2021-08-14,China,Shandong,,,917,7,0,,36.3427,118.1498,2021-08-15 04:21:41,"Shandong, China" 2021-08-19,China,Shandong,,,923,7,0,,36.3427,118.1498,2021-08-20 04:21:33,"Shandong, China" 2022-10-15,China,Shandong,,,3146,7,0,,36.3427,118.1498,2022-10-16 04:22:39,"Shandong, China" 2020-04-21,China,Shandong,,,787,7,765,15,36.3427,118.1498,2020-04-18 01:49:39,"Shandong, China" 2021-06-09,China,Shandong,,,883,7,875,1,36.3427,118.1498,2021-06-10 04:23:17,"Shandong, China" 2020-07-04,China,Shandong,,,792,7,785,0,36.3427,118.1498,2020-07-05 04:33:46,"Shandong, China" 2021-02-22,China,Shandong,,,867,7,860,0,36.3427,118.1498,2021-02-23 05:23:41,"Shandong, China" 2021-10-27,China,Shandong,,,974,7,0,,36.3427,118.1498,2021-10-28 04:22:08,"Shandong, China" 2022-10-26,China,Shandong,,,3170,7,0,,36.3427,118.1498,2022-10-27 04:22:01,"Shandong, China" 2022-12-15,China,Shandong,,,4564,8,0,,36.3427,118.1498,2022-12-16 04:21:01,"Shandong, China" 2020-09-12,China,Shandong,,,831,7,813,11,36.3427,118.1498,2020-09-13 04:30:52,"Shandong, China" 2021-12-08,China,Shandong,,,1023,7,0,,36.3427,118.1498,2021-12-09 04:22:49,"Shandong, China" 2022-01-16,China,Shandong,,,1054,7,0,,36.3427,118.1498,2022-01-17 04:21:08,"Shandong, China" 2022-06-16,China,Shandong,,,2738,7,0,,36.3427,118.1498,2022-06-17 04:20:56,"Shandong, China" 2020-03-01,Mainland China,Shandong,,,758,6,443,,36.3427,118.1498,2020-03-01T11:33:03, 2021-06-22,China,Shandong,,,883,7,875,1,36.3427,118.1498,2021-06-23 04:21:46,"Shandong, China" 2020-02-06,Mainland China,Shandong,,,347,0,27,,36.3427,118.1498,2020-02-06T07:53:02, 2021-10-29,China,Shandong,,,974,7,0,,36.3427,118.1498,2021-10-30 04:22:03,"Shandong, China" 2020-06-06,China,Shandong,,,792,7,780,5,36.3427,118.1498,2020-06-07 03:53:30,"Shandong, China" 2022-02-25,China,Shandong,,,1123,7,0,,36.3427,118.1498,2022-02-26 04:21:12,"Shandong, China" 2021-07-13,China,Shandong,,,883,7,876,0,36.3427,118.1498,2021-07-14 04:21:35,"Shandong, China" 2020-08-13,China,Shandong,,,821,7,789,25,36.3427,118.1498,2020-08-14 04:51:19,"Shandong, China" 2020-04-05,China,Shandong,,,779,7,755,17,36.3427,118.1498,2020-04-05 01:58:42,"Shandong, China" 2021-08-08,China,Shandong,,,908,7,0,,36.3427,118.1498,2021-08-09 04:21:24,"Shandong, China" 2022-07-01,China,Shandong,,,2760,7,0,,36.3427,118.1498,2022-07-02 04:21:16,"Shandong, China" 2021-10-19,China,Shandong,,,962,7,0,,36.3427,118.1498,2021-10-20 04:21:00,"Shandong, China" 2021-09-23,China,Shandong,,,930,7,0,,36.3427,118.1498,2021-09-24 04:21:44,"Shandong, China" 2021-04-09,China,Shandong,,,872,7,862,3,36.3427,118.1498,2021-04-10 04:20:59,"Shandong, China" 2020-08-29,China,Shandong,,,831,7,807,17,36.3427,118.1498,2020-08-30 04:28:22,"Shandong, China" 2021-02-08,China,Shandong,,,867,7,858,2,36.3427,118.1498,2021-02-09 05:23:30,"Shandong, China" 2020-02-27,Mainland China,Shandong,,,756,6,387,,36.3427,118.1498,2020-02-27T14:13:06, 2022-11-05,China,Shandong,,,3223,7,0,,36.3427,118.1498,2022-11-06 04:21:24,"Shandong, China" 2022-05-22,China,Shandong,,,2735,7,0,,36.3427,118.1498,2022-05-26 04:20:50,"Shandong, China" 2021-07-10,China,Shandong,,,883,7,876,0,36.3427,118.1498,2021-07-11 04:21:43,"Shandong, China" 2022-07-12,China,Shandong,,,2807,7,0,,36.3427,118.1498,2022-07-13 04:20:58,"Shandong, China" 2021-10-13,China,Shandong,,,957,7,0,,36.3427,118.1498,2021-10-14 04:21:29,"Shandong, China" 2021-03-31,China,Shandong,,,870,7,862,1,36.3427,118.1498,2021-04-01 04:27:05,"Shandong, China" 2021-09-07,China,Shandong,,,926,7,0,,36.3427,118.1498,2021-09-08 04:21:31,"Shandong, China" 2021-05-05,China,Shandong,,,879,7,868,4,36.3427,118.1498,2021-05-06 04:20:38,"Shandong, China" 2021-08-09,China,Shandong,,,908,7,0,,36.3427,118.1498,2021-08-10 04:21:27,"Shandong, China" 2021-10-22,China,Shandong,,,965,7,0,,36.3427,118.1498,2021-10-23 04:21:32,"Shandong, China" 2020-03-09,Mainland China,Shandong,,,758,6,700,,36.3427,118.1498,2020-03-09T10:13:06, 2022-05-13,China,Shandong,,,2734,7,0,,36.3427,118.1498,2022-05-14 04:20:48,"Shandong, China" 2020-08-11,China,Shandong,,,817,7,788,22,36.3427,118.1498,2020-08-12 04:27:29,"Shandong, China" 2020-09-16,China,Shandong,,,831,7,813,11,36.3427,118.1498,2020-09-17 04:22:00,"Shandong, China" 2022-07-21,China,Shandong,,,2815,7,0,,36.3427,118.1498,2022-07-22 04:21:15,"Shandong, China" 2022-07-30,China,Shandong,,,2845,7,0,,36.3427,118.1498,2022-07-31 04:21:02,"Shandong, China" 2020-11-23,China,Shandong,,,849,7,841,1,36.3427,118.1498,2020-11-24 05:27:31,"Shandong, China" 2021-10-24,China,Shandong,,,966,7,0,,36.3427,118.1498,2021-10-25 04:22:31,"Shandong, China" 2021-11-13,China,Shandong,,,995,7,0,,36.3427,118.1498,2021-11-14 04:21:31,"Shandong, China" 2022-12-23,China,Shandong,,,4797,8,0,,36.3427,118.1498,2022-12-24 04:21:02,"Shandong, China" 2022-03-17,China,Shandong,,,2340,7,0,,36.3427,118.1498,2022-03-18 04:20:55,"Shandong, China" 2021-11-04,China,Shandong,,,988,7,0,,36.3427,118.1498,2021-11-05 04:21:54,"Shandong, China" 2021-03-16,China,Shandong,,,869,7,862,0,36.3427,118.1498,2021-03-17 05:25:07,"Shandong, China" 2021-09-29,China,Shandong,,,933,7,0,,36.3427,118.1498,2021-09-30 04:21:20,"Shandong, China" 2022-11-01,China,Shandong,,,3187,7,0,,36.3427,118.1498,2022-11-02 04:22:09,"Shandong, China" 2021-11-12,China,Shandong,,,993,7,0,,36.3427,118.1498,2021-11-13 04:21:38,"Shandong, China" 2022-12-04,China,Shandong,,,4215,8,0,,36.3427,118.1498,2022-12-05 04:20:58,"Shandong, China" 2021-11-20,China,Shandong,,,1004,7,0,,36.3427,118.1498,2021-11-21 04:22:13,"Shandong, China" 2021-05-22,China,Shandong,,,883,7,872,4,36.3427,118.1498,2021-05-23 04:20:51,"Shandong, China" 2021-12-27,China,Shandong,,,1040,7,0,,36.3427,118.1498,2021-12-28 04:21:47,"Shandong, China" 2020-06-12,China,Shandong,,,792,7,781,4,36.3427,118.1498,2020-06-13 03:33:14,"Shandong, China" 2020-12-02,China,Shandong,,,856,7,841,8,36.3427,118.1498,2020-12-03 05:28:22,"Shandong, China"