Datasets:

ctoraman
/

tweet-topic-detection

Tweet_ID,Topic_Number int64 0 6	__index_level_0__ int64 1,247,487,260B 1,276,051,271B
6	1,275,990,915,434,328,000
0	1,266,555,258,177,757,200
2	1,275,766,427,887,128,600
6	1,257,961,154,414,030,800
6	1,274,770,091,956,109,300
6	1,267,296,475,551,236,000
6	1,265,156,260,640,567,300
6	1,264,571,494,996,336,600
6	1,270,319,176,238,891,000
6	1,265,054,536,198,172,700
6	1,268,454,401,267,699,700
0	1,275,525,922,297,446,400
6	1,267,773,632,153,084,000
6	1,275,547,791,423,611,000
6	1,274,848,420,562,436,000
6	1,251,652,724,070,002,700
6	1,258,414,567,073,493,000
2	1,271,659,751,298,830,300
2	1,248,178,502,383,194,000
6	1,256,176,960,419,459,000
6	1,275,823,030,032,380,000
6	1,276,003,783,579,926,500
6	1,275,978,848,413,397,000
6	1,268,620,759,951,306,800
6	1,255,794,347,607,384,000
2	1,274,950,820,321,038,300
0	1,275,406,963,464,196,000
2	1,273,378,950,354,546,700
2	1,251,042,826,164,465,700
4	1,275,859,293,988,728,800
0	1,265,828,020,364,865,500
6	1,250,826,043,545,383,000
6	1,271,178,563,950,125,000
6	1,252,737,924,732,518,400
0	1,266,765,640,242,618,400
0	1,266,459,372,198,097,000
1	1,273,404,078,442,283,000
0	1,275,050,921,572,040,700
2	1,275,827,366,921,531,400
0	1,266,360,319,498,125,300
6	1,273,896,741,394,358,300
0	1,266,269,772,871,643,100
4	1,254,251,137,336,656,000
6	1,272,752,472,365,297,700
6	1,275,771,834,365,927,400
2	1,273,062,192,330,338,300
0	1,267,654,258,083,545,000
6	1,276,044,296,332,943,400
0	1,273,361,766,311,792,600
6	1,275,542,250,743,894,000
2	1,257,462,531,381,223,400
6	1,257,132,578,085,060,600
0	1,267,286,816,073,437,200
1	1,268,678,469,380,198,400
6	1,266,775,060,645,380,000
4	1,271,188,718,389,465,000
6	1,269,187,695,617,720,300
6	1,275,862,439,708,352,500
6	1,275,976,403,129,962,500
6	1,273,627,219,609,268,200
6	1,275,951,820,335,005,700
0	1,266,485,603,337,527,300
0	1,275,718,826,760,511,500
6	1,276,028,739,655,209,000
6	1,275,848,950,822,719,500
6	1,265,842,100,635,041,800
5	1,249,074,074,371,776,500
6	1,247,505,652,152,299,500
2	1,251,718,817,916,620,800
6	1,273,276,810,659,336,200
6	1,269,579,342,964,830,200
6	1,255,920,721,995,239,400
6	1,255,159,069,943,320,600
6	1,254,718,210,852,614,100
1	1,257,077,565,577,101,300
6	1,269,116,254,062,665,700
2	1,251,759,498,487,873,500
6	1,275,455,311,201,984,500
4	1,275,459,669,079,683,000
2	1,274,365,505,202,262,000
6	1,268,627,189,811,024,000
6	1,267,156,956,256,624,600
6	1,275,268,350,105,403,400
2	1,252,630,936,438,444,000
1	1,252,173,182,687,015,000
6	1,272,470,669,637,255,200
6	1,275,941,519,103,422,500
6	1,274,391,430,174,331,000
2	1,251,766,821,751,083,000
2	1,251,840,255,604,465,700
0	1,272,187,189,221,351,400
2	1,251,756,273,067,937,800
6	1,271,225,296,914,657,300
6	1,251,545,781,917,626,400
2	1,276,038,566,909,563,000
6	1,250,570,518,165,586,000
6	1,266,558,332,573,069,300
6	1,268,952,483,247,743,000
2	1,251,710,987,167,846,400
6	1,265,711,695,554,543,600

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Published tweet dataset used in "Tweet Length Matters: A Comparative Analysis on Topic Detection in Microblogs" includes tweet id and corresponding topic number.

Topic numbers encoded as follows:

Topic Topic Number BLM Movement 0 Covid-19 1 K-Pop 2 Bollywood 3 Gaming 4 U.S. Politics 5 Out-of-Topic 6

In total, there are 354,310 tweet instances.

More details can be found at https://github.com/avaapm/ECIR2021/

Citation

If you make use of these tools, please cite following paper.

@inproceedings{DBLP:conf/ecir/SahinucT21, author = {Furkan {\c{S}}ahinu{\c{c}} and Cagri Toraman}, title = {Tweet Length Matters: {A} Comparative Analysis on Topic Detection in Microblogs}, booktitle = {Advances in Information Retrieval - 43rd European Conference on {IR} Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12657}, pages = {471--478}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-72240-1\_50}, doi = {10.1007/978-3-030-72240-1_50}, }

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Size of downloaded dataset files:

7.79 MB

Size of the auto-converted Parquet files:

3.36 MB

Number of rows:

354,310