Datasets:

citiusLTL
/

Twitter-COVID-19

id int64 1,345,142,763B 1,356,014,391B	conversation_id int64 1.11B 1,356,014,391B	created_at stringlengths 23 23	date stringclasses 30 values	time stringlengths 8 8	timezone float64 200 200	user_id float64 614 1,355,673,224B	language stringclasses 46 values	retweet_id null	retweet_date null	geo stringclasses 1 value
1,356,014,391,469,121,500	1,356,014,391,469,121,500	2021-01-31 23:59:59 CET	2021-01-31	23:59:59	200	1,173,394,700,817,952,800	en	null	null	40.41,-111.2,600km
1,356,014,390,919,786,500	1,356,014,390,919,786,500	2021-01-31 23:59:58 CET	2021-01-31	23:59:58	200	1,976,442,806	en	null	null	40.41,-111.2,600km
1,356,014,380,471,656,400	1,356,013,603,174,940,700	2021-01-31 23:59:56 CET	2021-01-31	23:59:56	200	3,255,282,948	en	null	null	40.41,-111.2,600km
1,356,014,364,570,996,700	1,355,693,649,296,814,000	2021-01-31 23:59:52 CET	2021-01-31	23:59:52	200	23,699,850	en	null	null	40.41,-111.2,600km
1,356,014,354,454,339,600	1,356,014,354,454,339,600	2021-01-31 23:59:50 CET	2021-01-31	23:59:50	200	8,294,442	en	null	null	40.41,-111.2,600km
1,356,014,342,706,131,000	1,356,014,342,706,131,000	2021-01-31 23:59:47 CET	2021-01-31	23:59:47	200	554,824,263	en	null	null	40.41,-111.2,600km
1,356,014,334,296,506,400	1,355,995,020,021,493,800	2021-01-31 23:59:45 CET	2021-01-31	23:59:45	200	2,268,248,042	en	null	null	40.41,-111.2,600km
1,356,014,318,404,259,800	1,356,014,318,404,259,800	2021-01-31 23:59:41 CET	2021-01-31	23:59:41	200	819,928,735,365,427,200	en	null	null	40.41,-111.2,600km
1,356,014,305,632,788,500	1,356,014,305,632,788,500	2021-01-31 23:59:38 CET	2021-01-31	23:59:38	200	1,346,321,263,107,702,800	und	null	null	40.41,-111.2,600km
1,356,014,298,804,478,000	1,355,961,838,429,728,800	2021-01-31 23:59:37 CET	2021-01-31	23:59:37	200	396,555,274	en	null	null	40.41,-111.2,600km
1,356,014,287,978,852,400	1,356,011,498,166,866,000	2021-01-31 23:59:34 CET	2021-01-31	23:59:34	200	1,172,362,284	en	null	null	40.41,-111.2,600km
1,356,014,284,308,799,500	1,355,988,902,968,889,300	2021-01-31 23:59:33 CET	2021-01-31	23:59:33	200	3,070,247,424	en	null	null	40.41,-111.2,600km
1,356,014,278,713,569,300	1,356,014,278,713,569,300	2021-01-31 23:59:32 CET	2021-01-31	23:59:32	200	7,498,392	en	null	null	40.41,-111.2,600km
1,356,014,271,470,071,800	1,355,977,819,633,971,200	2021-01-31 23:59:30 CET	2021-01-31	23:59:30	200	1,176,983,531,739,738,000	en	null	null	40.41,-111.2,600km
1,356,014,237,789,737,000	1,356,014,237,789,737,000	2021-01-31 23:59:22 CET	2021-01-31	23:59:22	200	28,915,451	en	null	null	40.41,-111.2,600km
1,356,014,230,537,859,000	1,356,014,230,537,859,000	2021-01-31 23:59:20 CET	2021-01-31	23:59:20	200	1,178,900,161,365,467,100	en	null	null	40.41,-111.2,600km
1,356,014,218,059,853,800	1,356,014,218,059,853,800	2021-01-31 23:59:17 CET	2021-01-31	23:59:17	200	2,520,792,582	tl	null	null	40.41,-111.2,600km
1,356,014,207,465,005,000	1,356,014,207,465,005,000	2021-01-31 23:59:15 CET	2021-01-31	23:59:15	200	147,855,564	en	null	null	40.41,-111.2,600km
1,356,014,189,295,231,000	1,356,013,260,416,417,800	2021-01-31 23:59:10 CET	2021-01-31	23:59:10	200	354,993,702	en	null	null	40.41,-111.2,600km
1,356,014,183,331,070,000	1,356,014,183,331,070,000	2021-01-31 23:59:09 CET	2021-01-31	23:59:09	200	813,969,534,424,059,900	en	null	null	40.41,-111.2,600km
1,356,014,177,261,920,300	1,356,014,177,261,920,300	2021-01-31 23:59:08 CET	2021-01-31	23:59:08	200	1,346,321,263,107,702,800	und	null	null	40.41,-111.2,600km
1,356,014,174,090,915,800	1,356,014,174,090,915,800	2021-01-31 23:59:07 CET	2021-01-31	23:59:07	200	30,600,398	en	null	null	40.41,-111.2,600km
1,356,014,120,735,105,000	1,356,014,120,735,105,000	2021-01-31 23:58:54 CET	2021-01-31	23:58:54	200	766,536,883	en	null	null	40.41,-111.2,600km
1,356,014,118,898,069,500	1,356,014,118,898,069,500	2021-01-31 23:58:54 CET	2021-01-31	23:58:54	200	15,391,372	en	null	null	40.41,-111.2,600km
1,356,014,102,133,551,000	1,356,014,102,133,551,000	2021-01-31 23:58:50 CET	2021-01-31	23:58:50	200	1,072,664,144	en	null	null	40.41,-111.2,600km
1,356,014,101,177,135,000	1,356,013,938,807,165,000	2021-01-31 23:58:49 CET	2021-01-31	23:58:49	200	48,804,007	en	null	null	40.41,-111.2,600km
1,356,014,096,940,851,200	1,355,432,074,543,386,600	2021-01-31 23:58:48 CET	2021-01-31	23:58:48	200	1,244,415,024,149,323,800	ja	null	null	40.41,-111.2,600km
1,356,014,093,602,226,200	1,356,014,093,602,226,200	2021-01-31 23:58:48 CET	2021-01-31	23:58:48	200	3,070,247,424	en	null	null	40.41,-111.2,600km
1,356,014,034,332,467,200	1,355,229,229,592,404,000	2021-01-31 23:58:33 CET	2021-01-31	23:58:33	200	43,897,584	und	null	null	40.41,-111.2,600km
1,356,014,025,021,251,600	1,356,012,975,350,538,200	2021-01-31 23:58:31 CET	2021-01-31	23:58:31	200	813,969,534,424,059,900	en	null	null	40.41,-111.2,600km
1,356,014,023,343,362,000	1,356,014,023,343,362,000	2021-01-31 23:58:31 CET	2021-01-31	23:58:31	200	108,322,534	en	null	null	40.41,-111.2,600km
1,356,014,021,216,850,000	1,356,014,021,216,850,000	2021-01-31 23:58:30 CET	2021-01-31	23:58:30	200	1,172,362,284	en	null	null	40.41,-111.2,600km
1,356,014,010,546,618,400	1,355,957,197,616,906,200	2021-01-31 23:58:28 CET	2021-01-31	23:58:28	200	238,337,096	en	null	null	40.41,-111.2,600km
1,356,014,007,849,681,000	1,356,014,007,849,681,000	2021-01-31 23:58:27 CET	2021-01-31	23:58:27	200	4,837,422,614	en	null	null	40.41,-111.2,600km
1,356,014,007,405,129,700	1,356,014,007,405,129,700	2021-01-31 23:58:27 CET	2021-01-31	23:58:27	200	1,346,321,263,107,702,800	und	null	null	40.41,-111.2,600km
1,356,014,001,415,626,800	1,355,876,899,730,256,000	2021-01-31 23:58:26 CET	2021-01-31	23:58:26	200	1,001,079,209,844,916,200	en	null	null	40.41,-111.2,600km
1,356,013,994,335,584,300	1,356,013,994,335,584,300	2021-01-31 23:58:24 CET	2021-01-31	23:58:24	200	546,492,846	en	null	null	40.41,-111.2,600km
1,356,013,963,708,932,000	1,356,011,663,338,557,400	2021-01-31 23:58:17 CET	2021-01-31	23:58:17	200	297,364,864	en	null	null	40.41,-111.2,600km
1,356,013,961,389,371,400	1,356,013,961,389,371,400	2021-01-31 23:58:16 CET	2021-01-31	23:58:16	200	149,773,133	en	null	null	40.41,-111.2,600km
1,356,013,957,291,470,800	1,356,013,957,291,470,800	2021-01-31 23:58:15 CET	2021-01-31	23:58:15	200	714,249,915,279,380,500	en	null	null	40.41,-111.2,600km
1,356,013,949,741,748,200	1,356,013,949,741,748,200	2021-01-31 23:58:13 CET	2021-01-31	23:58:13	200	1,334,629,549,859,102,700	en	null	null	40.41,-111.2,600km
1,356,013,938,807,165,000	1,356,013,938,807,165,000	2021-01-31 23:58:11 CET	2021-01-31	23:58:11	200	48,804,007	en	null	null	40.41,-111.2,600km
1,356,013,933,040,177,200	1,356,013,933,040,177,200	2021-01-31 23:58:09 CET	2021-01-31	23:58:09	200	110,805,813	en	null	null	40.41,-111.2,600km
1,356,013,910,609,027,000	1,355,890,165,403,664,400	2021-01-31 23:58:04 CET	2021-01-31	23:58:04	200	239,263,806	en	null	null	40.41,-111.2,600km
1,356,013,907,500,953,600	1,356,013,907,500,953,600	2021-01-31 23:58:03 CET	2021-01-31	23:58:03	200	1,050,802,846,117,986,400	en	null	null	40.41,-111.2,600km
1,356,013,899,267,498,000	1,356,001,170,825,732,000	2021-01-31 23:58:01 CET	2021-01-31	23:58:01	200	1,254,133,663,740,170,200	en	null	null	40.41,-111.2,600km
1,356,013,883,408,830,500	1,356,013,883,408,830,500	2021-01-31 23:57:57 CET	2021-01-31	23:57:57	200	57,787,764	und	null	null	40.41,-111.2,600km
1,356,013,873,606,742,000	1,356,013,760,121,462,800	2021-01-31 23:57:55 CET	2021-01-31	23:57:55	200	1,539,895,771	en	null	null	40.41,-111.2,600km
1,356,013,848,206,008,300	1,356,013,848,206,008,300	2021-01-31 23:57:49 CET	2021-01-31	23:57:49	200	1,265,992,574	en	null	null	40.41,-111.2,600km
1,356,013,828,434,141,200	1,355,547,569,263,308,800	2021-01-31 23:57:44 CET	2021-01-31	23:57:44	200	3,280,165,532	en	null	null	40.41,-111.2,600km
1,356,013,827,213,586,400	1,356,013,827,213,586,400	2021-01-31 23:57:44 CET	2021-01-31	23:57:44	200	755,594,711,516,127,200	en	null	null	40.41,-111.2,600km
1,356,013,815,213,793,300	1,355,954,766,229,201,000	2021-01-31 23:57:41 CET	2021-01-31	23:57:41	200	813,969,534,424,059,900	en	null	null	40.41,-111.2,600km
1,356,013,804,719,657,000	1,356,013,804,719,657,000	2021-01-31 23:57:39 CET	2021-01-31	23:57:39	200	56,427,579	en	null	null	40.41,-111.2,600km
1,356,013,795,022,233,600	1,356,013,795,022,233,600	2021-01-31 23:57:36 CET	2021-01-31	23:57:36	200	33,681,636	en	null	null	40.41,-111.2,600km
1,356,013,776,835,801,000	1,355,995,020,021,493,800	2021-01-31 23:57:32 CET	2021-01-31	23:57:32	200	2,268,248,042	en	null	null	40.41,-111.2,600km
1,356,013,760,121,462,800	1,356,013,760,121,462,800	2021-01-31 23:57:28 CET	2021-01-31	23:57:28	200	766,308,258,437,013,500	en	null	null	40.41,-111.2,600km
1,356,013,758,028,476,400	1,356,013,758,028,476,400	2021-01-31 23:57:28 CET	2021-01-31	23:57:28	200	160,688,397	en	null	null	40.41,-111.2,600km
1,356,013,756,506,022,000	1,356,013,756,506,022,000	2021-01-31 23:57:27 CET	2021-01-31	23:57:27	200	4,149,214,939	en	null	null	40.41,-111.2,600km
1,356,013,753,553,174,500	1,356,013,753,553,174,500	2021-01-31 23:57:27 CET	2021-01-31	23:57:27	200	862,461,540	en	null	null	40.41,-111.2,600km
1,356,013,727,460,454,400	1,356,013,727,460,454,400	2021-01-31 23:57:20 CET	2021-01-31	23:57:20	200	2,466,943,507	en	null	null	40.41,-111.2,600km
1,356,013,724,386,136,000	1,356,013,724,386,136,000	2021-01-31 23:57:20 CET	2021-01-31	23:57:20	200	280,220,428	en	null	null	40.41,-111.2,600km
1,356,013,724,302,143,500	1,356,013,724,302,143,500	2021-01-31 23:57:20 CET	2021-01-31	23:57:20	200	28,842,782	und	null	null	40.41,-111.2,600km
1,356,013,718,497,321,000	1,356,013,718,497,321,000	2021-01-31 23:57:18 CET	2021-01-31	23:57:18	200	2,980,130,380	en	null	null	40.41,-111.2,600km
1,356,013,706,119,790,600	1,355,989,992,263,147,500	2021-01-31 23:57:15 CET	2021-01-31	23:57:15	200	2,404,202,998	es	null	null	40.41,-111.2,600km
1,356,013,686,930,829,300	1,356,001,170,825,732,000	2021-01-31 23:57:11 CET	2021-01-31	23:57:11	200	1,254,133,663,740,170,200	en	null	null	40.41,-111.2,600km
1,356,013,685,186,171,000	1,356,013,685,186,171,000	2021-01-31 23:57:10 CET	2021-01-31	23:57:10	200	314,251,444	en	null	null	40.41,-111.2,600km
1,356,013,670,933,926,000	1,356,013,670,933,926,000	2021-01-31 23:57:07 CET	2021-01-31	23:57:07	200	1,069,327,758	en	null	null	40.41,-111.2,600km
1,356,013,657,075,949,600	1,356,013,657,075,949,600	2021-01-31 23:57:04 CET	2021-01-31	23:57:04	200	703,378,187,816,808,400	en	null	null	40.41,-111.2,600km
1,356,013,644,358,807,600	1,356,013,644,358,807,600	2021-01-31 23:57:00 CET	2021-01-31	23:57:00	200	2,471,979,296	en	null	null	40.41,-111.2,600km
1,356,013,644,270,588,000	1,356,012,162,951,467,000	2021-01-31 23:57:00 CET	2021-01-31	23:57:00	200	3,299,912,881	und	null	null	40.41,-111.2,600km
1,356,013,618,433,650,700	1,356,013,618,433,650,700	2021-01-31 23:56:54 CET	2021-01-31	23:56:54	200	1,242,504,498,225,893,400	en	null	null	40.41,-111.2,600km
1,356,013,616,995,082,200	1,356,013,616,995,082,200	2021-01-31 23:56:54 CET	2021-01-31	23:56:54	200	480,747,899	en	null	null	40.41,-111.2,600km
1,356,013,616,340,865,000	1,356,013,027,364,122,600	2021-01-31 23:56:54 CET	2021-01-31	23:56:54	200	813,969,534,424,059,900	en	null	null	40.41,-111.2,600km
1,356,013,613,849,444,400	1,356,011,431,167,189,000	2021-01-31 23:56:53 CET	2021-01-31	23:56:53	200	1,200,604,126,133,903,400	en	null	null	40.41,-111.2,600km
1,356,013,604,693,139,500	1,356,013,604,693,139,500	2021-01-31 23:56:51 CET	2021-01-31	23:56:51	200	43,065,749	en	null	null	40.41,-111.2,600km
1,356,013,602,147,160,000	1,356,013,602,147,160,000	2021-01-31 23:56:50 CET	2021-01-31	23:56:50	200	49,450,964	en	null	null	40.41,-111.2,600km
1,356,013,592,978,579,500	1,356,013,592,978,579,500	2021-01-31 23:56:48 CET	2021-01-31	23:56:48	200	509,727,113	en	null	null	40.41,-111.2,600km
1,356,013,590,663,241,700	1,356,013,590,663,241,700	2021-01-31 23:56:48 CET	2021-01-31	23:56:48	200	1,050,802,846,117,986,400	en	null	null	40.41,-111.2,600km
1,356,013,580,114,653,200	1,356,013,580,114,653,200	2021-01-31 23:56:45 CET	2021-01-31	23:56:45	200	1,346,321,263,107,702,800	und	null	null	40.41,-111.2,600km
1,356,013,574,481,617,000	1,356,013,574,481,617,000	2021-01-31 23:56:44 CET	2021-01-31	23:56:44	200	1,230,631,488,988,647,400	en	null	null	40.41,-111.2,600km
1,356,013,569,297,371,100	1,356,013,569,297,371,100	2021-01-31 23:56:43 CET	2021-01-31	23:56:43	200	3,318,074,820	en	null	null	40.41,-111.2,600km
1,356,013,568,840,269,800	1,356,005,517,789,782,000	2021-01-31 23:56:42 CET	2021-01-31	23:56:42	200	108,322,534	en	null	null	40.41,-111.2,600km
1,356,013,566,990,504,000	1,355,716,121,765,228,500	2021-01-31 23:56:42 CET	2021-01-31	23:56:42	200	532,513,553	en	null	null	40.41,-111.2,600km
1,356,013,565,212,192,800	1,356,013,565,212,192,800	2021-01-31 23:56:42 CET	2021-01-31	23:56:42	200	893,218,174,371,377,200	en	null	null	40.41,-111.2,600km
1,356,013,561,282,236,400	1,355,963,658,224,992,300	2021-01-31 23:56:41 CET	2021-01-31	23:56:41	200	2,853,502,324	en	null	null	40.41,-111.2,600km
1,356,013,559,520,448,500	1,356,013,559,520,448,500	2021-01-31 23:56:40 CET	2021-01-31	23:56:40	200	149,773,133	en	null	null	40.41,-111.2,600km
1,356,013,557,213,749,200	1,356,013,557,213,749,200	2021-01-31 23:56:40 CET	2021-01-31	23:56:40	200	1,180,984,118,705,680,400	en	null	null	40.41,-111.2,600km
1,356,013,557,087,801,300	1,356,013,557,087,801,300	2021-01-31 23:56:40 CET	2021-01-31	23:56:40	200	1,146,580,560	en	null	null	40.41,-111.2,600km
1,356,013,556,395,741,200	1,356,013,556,395,741,200	2021-01-31 23:56:40 CET	2021-01-31	23:56:40	200	1,112,106,699,924,504,600	en	null	null	40.41,-111.2,600km
1,356,013,539,941,474,300	1,356,013,539,941,474,300	2021-01-31 23:56:36 CET	2021-01-31	23:56:36	200	35,083,932	en	null	null	40.41,-111.2,600km
1,356,013,533,880,746,000	1,356,013,533,880,746,000	2021-01-31 23:56:34 CET	2021-01-31	23:56:34	200	2,187,681,788	und	null	null	40.41,-111.2,600km
1,356,013,525,336,920,000	1,356,013,260,416,417,800	2021-01-31 23:56:32 CET	2021-01-31	23:56:32	200	354,993,702	en	null	null	40.41,-111.2,600km
1,356,013,521,046,184,000	1,356,013,521,046,184,000	2021-01-31 23:56:31 CET	2021-01-31	23:56:31	200	40,791,242	hi	null	null	40.41,-111.2,600km
1,356,013,516,235,403,300	1,356,013,516,235,403,300	2021-01-31 23:56:30 CET	2021-01-31	23:56:30	200	206,516,998	und	null	null	40.41,-111.2,600km
1,356,013,471,825,948,700	1,356,013,471,825,948,700	2021-01-31 23:56:19 CET	2021-01-31	23:56:19	200	3,280,165,532	en	null	null	40.41,-111.2,600km
1,356,013,453,526,368,300	1,356,013,453,526,368,300	2021-01-31 23:56:15 CET	2021-01-31	23:56:15	200	2,738,523,262	en	null	null	40.41,-111.2,600km
1,356,013,448,396,746,800	1,356,013,448,396,746,800	2021-01-31 23:56:14 CET	2021-01-31	23:56:14	200	1,346,321,263,107,702,800	und	null	null	40.41,-111.2,600km
1,356,013,403,240,861,700	1,355,963,658,224,992,300	2021-01-31 23:56:03 CET	2021-01-31	23:56:03	200	2,853,502,324	en	null	null	40.41,-111.2,600km
1,356,013,400,573,177,900	1,356,013,400,573,177,900	2021-01-31 23:56:02 CET	2021-01-31	23:56:02	200	1,217,283,543,602,098,200	en	null	null	40.41,-111.2,600km
1,356,013,395,640,787,000	1,355,972,873,459,015,700	2021-01-31 23:56:01 CET	2021-01-31	23:56:01	200	813,969,534,424,059,900	en	null	null	40.41,-111.2,600km

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General description:

This dataset comprisses a set of tweets crawled during the COVID-19 pandemic (from March 2020 to June 2021). Tweets are located in two different regions: Spain and USA. This adds value to the collection, as it contains data in two languages. This data was used as part of a broader study that aimed to determine the evolution of different personality traits and disorders during the pandemic. Thus, weak labels for different dimensions, such as sentiment, personality prevalence, and others, are also available. Further details about this experimentation can be found in the paper or Github.

Data:

A sample of the data can be visualised and downloaded from this card. More specifically, it corresponds to the month of January 2021 and tweets are located on USA. Tweets were anonymized for privacy reasons. The whole dataset is available upon request to fullfil Twitter's restrictions. You can contact either with marcosfernandez.pichel@usc.es or ezra.aragon@usc.es to obtain it.

Citation:

For all the future studies using our data, we kindly ask to quote our paper:

@article{fernandez2023personality,
title={Personality trait analysis during the COVID-19 pandemic: a comparative study on social media},
author={Fern{'a}ndez-Pichel, Marcos and Arag{'o}n, Mario Ezra and Saborido-Pati{~n}o, Juli{'a}n and Losada, David E},
journal={Journal of Intelligent Information Systems},
pages={1--26},
year={2023},
publisher={Springer}
}

Downloads last month: 48

Size of downloaded dataset files:

105 MB

Size of the auto-converted Parquet files:

28 MB

Number of rows:

799,744

Models trained or fine-tuned on citiusLTL/Twitter-COVID-19

Dofla/chatbot-gpt2-covid

Text Generation • Updated Mar 10, 2024