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Pengolahan Bahasa Alami (Natural Language Processing) (Pusat Riset Sains Data dan Informasi - BRIN)
InaEnviMag - Dataset Sentimen Twitter 50K mengenai Layanan Publik pada Bidang Pengelolaan Lingkungan
Version 1.0
Fajri, Radhiyatul; Indra Budi; Mohammad Teduh Uliniansyah; Agung Santosa; Asril; Elvira Nurfadhilah; Andi Djalal Latief; Dian Isnaeni Nurul Afra; Gunarso; Nuraisa Novia Hidayati; Siska Pebiana; Siti Shaleha; Tri Sampurno; Yuyun; Hammam Riza; Meganingrum Arista Jiwanggi; Ryan Randy Suryono; Tosan Wiar Ramadhani; M Irfan Raif; Tri Nanda, 2023, "InaEnviMag - Dataset Sentimen Twitter 50K mengenai Layanan Publik pada Bidang Pengelolaan Lingkungan", https://hdl.handle.net/20.500.12690/RIN/KZH0T8, RIN Dataverse, V1, UNF:6:feIM2yIUCKMqXZsC+UIsrQ== [fileUNF]
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Description
Dataset ini berisi 50.000 data tweet dengan sekitar 21 kata kunci terkait pengelolaan lingkungan dengan rentang waktu pengumpulan Januari 2020 hingga Maret 2023. Data ini telah disaring untuk menghilangkan informasi yang tidak relevan, termasuk konten dalam bahasa asing dan daerah, data yang tidak terkait dengan pengololaan lingkungan, spam, dan data duplikat. Sentimen dibagi menjadi tiga kelas (positif, negatif dan netral). (2023-08-30)
Subject Computer and Information Science
Related Publication Uliniansyah, M. T., Budi, I., Nurfadhilah, E., Afra, D. I. N., Santosa, A., Latief, A. D., Jarin, A., Gunarso, Jiwanggi, M. A., Hidayati, N. N., Fajri, R., Suryono, R. R., Pebiana, S., Shaleha, S., Ramdhani, T. W., & Sampurno, T. (n.d.). Twitter Dataset on Public Sentiments Towards Biodiversity Policy in Indonesia. Data in Brief. Manuscript submitted for publication
Notes Keyword terkait pengelolaan lingkungan yaitu bauksit, biodiversitas, cagar alam, daur ulang, deforestasi, electric vehicle, ekowisata, emisi karbon, energi baru dan terbarukan, hutan bakau atau mangrove, hutan lindung, keanekaragaman hayati, kebakaran hutan, kendaraan listrik, pengelolaan sampah, perubahan iklim, pemanasan global, pengelolaan lingkungan, polusi udara, suaka margasatwa.
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dataset_pengelolaan_lingkungan_50K.tab
Tabular Data - 3.6 MB
Published Sep 4, 2023
2 Downloads
4 Variables, 50000 Observations UNF:6:AD5LXe4+HPVCfl2Msgpvng==
Dataset ini berisi 50.000 data tweet dengan sekitar 21 kata kunci terkait pengelolaan lingkungan dengan rentang waktu pengumpulan Januari 2020 hingga Maret 2023. Data ini telah disaring untuk menghilangkan informasi yang tidak relevan, termasuk konten dalam bahasa asing dan daerah, data yang tidak terkait dengan pengololaan lingkungan, spam, dan data duplikat. Sentimen dibagi menjadi tiga kelas (positif, negatif dan netral). Silahkan hubungi pemilik dataset untuk mengakses dataset ini.
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dataset_sample_100.tab
Tabular Data - 7.7 KB
Published Sep 4, 2023
8 Downloads
4 Variables, 100 Observations UNF:6:THt0qBckynEt9u08Z6cU9Q==
Sampel dataset berjumlah 100 tweet dengan format id tweet, keyword, domain, dan label sentimen
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