{"id":22909140,"url":"https://github.com/th-blitz/road-risk-and-fatality-analysis","last_synced_at":"2026-01-31T07:03:29.561Z","repository":{"id":267636944,"uuid":"901856761","full_name":"th-blitz/Road-Risk-and-Fatality-Analysis","owner":"th-blitz","description":"Big Data Analytics Project, Road risk and Fatality Analysis using the FARS data https://www.nhtsa.gov/research-data/fatality-analysis-reporting-system-fars ","archived":false,"fork":false,"pushed_at":"2024-12-13T16:23:29.000Z","size":1051,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-01T09:59:56.667Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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\n\n```\nhttps://www.nhtsa.gov/research-data/fatality-analysis-reporting-system-fars \n```\n\n## Before running, please make sure to ingest the dataset to your HDFS on Dataproc\n\nFollow these steps to properly ingest data to your Hadoop Distributed File System on NYU Dataproc\n\n```\nhttps://sites.google.com/nyu.edu/nyu-hpc/training-support/general-hpc-topics/hadoop-user-guide#h.mblzaebj2gac\n```\n\n## Running the project on NYU Dataproc\n\nSSH to your NYU Dataproc account with gcloud SDK\n\n```\ngcloud compute ssh nyu-dataproc-m --project=hpc-dataproc-19b8 --zone=us-central1-f\n```\n\n**Note** : This requires SSO authentication with your NYU Net ID\n\nThen run a jupyter notebook session\n\n```\njupyter notebook\n```\n\nOpen a new terminal and create an SSH tunnel linking the jupyter notebook's session's localhost **PORT**, by changing the **PORT** below,\n\n```\ngcloud compute ssh nyu-dataproc-m --project hpc-dataproc-19b8 --zone us-central1-f -- -N -L PORT:localhost:PORT\n```\n\nNow, navigate to localhost:PORT in your browser on the local device to access the notebook session running on Dataproc, open the notebook and run your code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fth-blitz%2Froad-risk-and-fatality-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fth-blitz%2Froad-risk-and-fatality-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fth-blitz%2Froad-risk-and-fatality-analysis/lists"}