Haplotype-resolved and gap-free genome of a floating aquatic plant from the Oryzeae tribe, Hygroryza aristata by Li-Yao Yang, Li-Kun Huang, Jin-Bin Lin, Cun-Jing Xu, Wei-Qi Tang, Bi-Guang Huang

“…RNA sequencing (RNA-seq) data (176.06 Gb) of six tissues was generated for genome annotation, identifying 39,139 and 38,746 protein-coding genes in hap1 and hap2, respectively.…”
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Genomic analysis of Pseudomonas sp. GWSMS-1 isolated from Antarctica reveals its potential in Chitin hydrolysis by Haiyu Zeng, Zheng Wang, Jianjun Wang, Yong Yu, Wei Luo, Huirong Li, Haitao Ding

“…However, their chitinolytic activity is often limited, particularly at low temperatures. Data description In this study, complete genome sequencing of a cold-adapted chitinolytic Pseudomonas strain, GWSMS-1, revealed a 4,606,781-bp linear chromosome with a G+C content of 59%. …”
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Whole-genome sequencing of global forest pathogen Diplodia sapinea causing pine shoot blight by QuanChao Wang, FeiFei Liu, HuaChao Xu, XuDong Zhou

“…Phylogenetic analysis indicated a close evolutionary relationship between D. sapinea with D. corticola and D. seriata. The genomic data presented herein serve as a valuable resource for future studies on this globally important pathogen.…”
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Policy agendas of the American state legislatures by Ethan Dee, Alex Garlick

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Evaluating LLMs for visualization generation and understanding by Saadiq Rauf Khan, Vinit Chandak, Sougata Mukherjea

“…Abstract Information Visualization has been utilized to gain insights from complex data. In recent times, Large Language models (LLMs) have performed very well in many tasks. …”
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ReSpecTh: Reaction kinetics, spectroscopy, and thermochemical datasets by Tamás Turányi, István Gy. Zsély, Máté Papp, Tibor Nagy, Tibor Furtenbacher, Roland Tóbiás, Péter Árendás, Attila G. Császár

“…ReSpecTh data and the accompanying utility codes can be used in several engineering and scientific fields either separately or simultaneously, such as simulation of combustion reactions, atmospheres of planets and exoplanets, and stellar and interstellar environments.…”
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TTSwing: a Dataset for Table Tennis Swing and Racket Kinematics Analysis by Che-Yu Chou, Zheng-Hao Chen, Yung-Hoh Sheu, Hung-Hsuan Chen, Min-Te Sun, Sheng K. Wu

“…The dataset was collected using custom racket grips embedded with 9-axis motion sensors, which provide precise kinematic data on swings. In addition, we provide anonymized demographic data for players. …”
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Aggregated hedonic dataset with a green index: Busan, South KoreaZenodo by Sihyun An, Seongeun Bae, Yena Song, Kwangwon Ahn

“…To encourage the reusability of the dataset, we provide data and code files in a convenient manner. Therefore, the aggregated hedonic dataset can be readily benchmarked in property appraisal and urban studies and utilized in geographic information system fields.…”
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Boreal Forest Fire: UAV-collected Wildfire Detection and Smoke Segmentation Dataset by Julius Pesonen, Anna-Maria Raita-Hakola, Jukka Joutsalainen, Teemu Hakala, Waleed Akhtar, Niko Koivumäki, Lauri Markelin, Juha Suomalainen, Raquel Alves de Oliveira, Ilkka Pölönen, Eija Honkavaara

“…The Boreal Forest Fire dataset contains three sections: images with bounding box annotations, video clips with labels and images with segmentation masks. Alongside the data, we have released code, ensuring that the data is simple to use.…”
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A dataset of US precinct votes allocated to Census geographies with precision by Amir Fekrazad

“…Abstract Voting precincts are the finest spatial units for recording U.S. election results, while census geographies, including block groups, census tracts, and ZIP Code Tabulation Areas (ZCTAs), provide administrative data on demographic, economic, health, and environmental factors. …”
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The interplay between brain and behavior during development: A multisite effort to generate and share simulated datasets by Neda Sadeghi, Isabelle F. van der Velpen, Bradley T. Baker, Ishaan Batta, Kyle J. Cahill, Sarah Genon, Ethan McCormick, Léa C. Michel, Dustin Moraczewski, Masoud Seraji, Philip Shaw, Rogers F. Silva, Najme Soleimani, Emma Sprooten, Øystein Sørensen, Adam G. Thomas, Audrey Thurm, Zi-Xuan Zhou, Vince D. Calhoun, Rogier Kievit, Anna Plachti, Xi-Nian Zuo, Tonya White

“…The independently created datasets include demographic data, brain derived variables along with behavior and cognition variables. …”
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Ground-truthed and high-resolution drone images of the leafy spurge weed plant (Euphorbia esula) by Kyle Doherty, Max Gurinas, Erik Samsoe, Charles Casper, Beau Larkin, Philip Ramsey, Brandon Trabucco, Ruslan Salakhutdinov

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FOVEA: Preoperative and intraoperative retinal fundus images with optic disc and retinal vessel annotations by Claudio S. Ravasio, Blanca Flores-Sánchez, Edward Bloch, Christos Bergeles, Lyndon da Cruz

“…The annotations were validated and converted into binary segmentation masks, with the code used available on GitHub. We expect this data to be useful for deep learning applications aimed at supporting surgeons during vitreoretinal surgery procedures e.g. by localising points of interest or registering additional imaging modalities.…”
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Whole genome sequence of a virulent and multidrug resistant Staphylococcus aureus strain MD02 isolated from a diabetic foot ulcer in Uganda by Danladi Makeri, Emmanuel Eilu, Martin Odoki, Ismail Abiola Adebayo, Reuben Maghembe, Musoba Abubakar, Reagan Muhwezi, Theophilus Pius, Priscilla Peter Dilli, Saheed Adekunle Akinola, Ezera Agwu

“…Annotation using NCBI Prokaryotic Genome Annotation Pipeline identified 2,701 protein coding genes.…”
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Complete genome sequence of Pseudarthrobacter sp. NIBRBAC000502770 from coal mine of Hongcheon on Republic of Korea by Min-Kyu Park, Yeong-Jun Park, Myung-Suk Kang, Min-Ha Kim, Soo-Young Kim, Jae-Ho Shin

“…Abstract Objectives The data were collected to obtain the complete genome sequence of Pseudarthrobacter sp. …”
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Crypto-asset trading on top of Ethereum Blockchain comprehensive dataset by Shahar Somin, Yaniv Altshuler, Alex Pentland

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Wiki-Quantities and Wiki-Measurements: Datasets of quantities and their measurement context from Wikipedia by Jan Göpfert, Patrick Kuckertz, Jann M. Weinand, Detlef Stolten

“…To allow reproduction of this work using newer or different versions of Wikipedia and Wikidata, we publish the code used to create the datasets along with the data.…”
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What’s the TEE: Metrics of Temperature Extremes in Europe NUTS Regions (1980-2024) by Sara R. Ronnkvist, Zoé Haskell-Craig, Abbie Robinson, Risto Conte Keivabu, Mathew E. Hauer, Domenico Bovienzo, Emilio Zagheni

“…Here we provide temperature data in a user-friendly format which can easily be linked to EuroStat. …”
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Dataset of long-term multi-site LFP activity with spontaneous chronic seizures in temporal lobe epilepsy rats by Haoqi Ni, Yufang Yang, Fang Zhang, Yuting Sun, Yongte Zheng, Junming Zhu, Kedi Xu

“…However, relevant studies are scarce due to the difficulty in obtaining long-term multi-site data from patients with epilepsy. This work aimed to provide a long-term brain electrophysiological dataset of 15 pilocarpine-treated rats with temporal lobe epilepsy (TLE). …”
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MapAgora, civic opportunity datasets for the study of American local politics and public policy by Jae Yeon Kim, Milan de Vries, Hahrie Han

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