Yasmin Barnawi, Ahlam Alghamdi, Alnada Ibrahim, Lina Al-Anazi, Ghada Alhumaida, Reema Alotaibi, Mohammad Khan, Dareen Baz, Mohammed Alraey, Afrah Alkazemi, Hajar Alqhatani, Hadeel Waggas
Prevalence of urinary tract infections in pregnant women and antimicrobial resistance patterns in women in Riyadh, Saudi Arabia: a retrospective study
BMC infectious diseases
data visualizations narratives often integrated convey data stories effectively among various data storytelling formats data videos garnering increasing attention videos provide intuitive interpretation data charts vividly articulating underlying data insights however production data videos demands diverse set professional skills considerable manual labor including understanding narratives linking visual elements narration segments designing crafting animations recording audio narrations synchronizing audio visual animations simplify process paper introduces novel method referred data player capable automatically generating dynamic data videos narrationanimation interplay approach lowers technical barriers associated creating data videos rich narration enable narrationanimation interplay data player constructs references visualizations text input specifically first extracts data tables visualizations subsequently utilizes large language models form semantic connections text visuals finally data player encodes animation design knowledge computational lowlevel constraints allowing recommendation suitable animation presets align audio narration produced texttospeech technologies assessed data players efficacy example gallery user study expert interviews evaluation results demonstrated data player generate highquality data videos comparable humancomposed ones