{"id":28514697,"url":"https://github.com/20101301-alina-hasan/parallel-hyperloglog-cardinality-estimation","last_synced_at":"2025-07-05T07:31:03.492Z","repository":{"id":296160054,"uuid":"992469966","full_name":"20101301-Alina-Hasan/Parallel-HyperLogLog-Cardinality-Estimation","owner":"20101301-Alina-Hasan","description":"A Python project demonstrating efficient estimation of unique elements in any dataset using the HyperLogLog algorithm with parallel processing. In this example, we apply the method to a transactional dataset, showcasing data cleaning, visualization, and performance comparisons for scalable cardinality estimation.","archived":false,"fork":false,"pushed_at":"2025-05-29T11:07:41.000Z","size":116,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-09T02:04:39.842Z","etag":null,"topics":["cardinality-estimation","hyperloglog","multiprocessing","parallel-computing","performance-optimization","python","transactional-data"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/20101301-Alina-Hasan.png","metadata":{},"created_at":"2025-05-29T07:52:49.000Z","updated_at":"2025-05-29T11:07:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"80264c10-8717-4d01-b36e-36e1fce278b5","html_url":"https://github.com/20101301-Alina-Hasan/Parallel-HyperLogLog-Cardinality-Estimation","commit_stats":null,"previous_names":["20101301-alina-hasan/parallel-hyperloglog"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/20101301-Alina-Hasan/Parallel-HyperLogLog-Cardinality-Estimation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/20101301-Alina-Hasan%2FParallel-HyperLogLog-Cardinality-Estimation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/20101301-Alina-Hasan%2FParallel-HyperLogLog-Cardinality-Estimation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/20101301-Alina-Hasan%2FParallel-HyperLogLog-Cardinality-Estimation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/20101301-Alina-Hasan%2FParallel-HyperLogLog-Cardinality-Estimation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/20101301-Alina-Hasan","download_url":"https://codeload.github.com/20101301-Alina-Hasan/Parallel-HyperLogLog-Cardinality-Estimation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/20101301-Alina-Hasan%2FParallel-HyperLogLog-Cardinality-Estimation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263702414,"owners_count":23498496,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cardinality-estimation","hyperloglog","multiprocessing","parallel-computing","performance-optimization","python","transactional-data"],"created_at":"2025-06-09T02:04:37.594Z","updated_at":"2025-07-05T07:31:03.487Z","avatar_url":"https://github.com/20101301-Alina-Hasan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":null,"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F20101301-alina-hasan%2Fparallel-hyperloglog-cardinality-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F20101301-alina-hasan%2Fparallel-hyperloglog-cardinality-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F20101301-alina-hasan%2Fparallel-hyperloglog-cardinality-estimation/lists"}