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CVPR 2020: Plotly Dash with RAPIDS: GPU-Accelerated Census 2010 Visualization
Tech Demo Team, NVIDIA
Datasets are getting larger and larger. Visualization is key to validate, understand, and communicate important information often hidden among hidden among a massive numbers of rows and columns. Based on Python, this dashboard integrates Plotly Dash, RAPIDS cuDF, and Datashader for real-time cross filtering on NVIDIA GPUs to empower data scientists to extract valuable insights by working independently across the whole stack -- from raw data to user interface -- and quickly deliver interactive dashboards.