{"id":19865609,"url":"https://github.com/ct-clmsn/framedata","last_synced_at":"2026-06-15T09:32:12.694Z","repository":{"id":76760254,"uuid":"288907333","full_name":"ct-clmsn/framedata","owner":"ct-clmsn","description":"a dataframe implementation in rust","archived":false,"fork":false,"pushed_at":"2020-09-03T02:43:54.000Z","size":9,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-01T00:34:14.598Z","etag":null,"topics":["data-science","dataframe","rust","statistics"],"latest_commit_sha":null,"homepage":"","language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsl-1.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ct-clmsn.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE_1_0.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-08-20T04:37:32.000Z","updated_at":"2021-05-19T10:36:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"8e24b1d0-ee38-445a-8dea-3276ffea32cb","html_url":"https://github.com/ct-clmsn/framedata","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ct-clmsn/framedata","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ct-clmsn%2Fframedata","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ct-clmsn%2Fframedata/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ct-clmsn%2Fframedata/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ct-clmsn%2Fframedata/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ct-clmsn","download_url":"https://codeload.github.com/ct-clmsn/framedata/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ct-clmsn%2Fframedata/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34357281,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-15T02:00:07.085Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["data-science","dataframe","rust","statistics"],"created_at":"2024-11-12T15:23:23.925Z","updated_at":"2026-06-15T09:32:12.663Z","avatar_url":"https://github.com/ct-clmsn.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!-- Copyright (c) 2020 Christopher Taylor                                          --\u003e\n\u003c!--                                                                                --\u003e\n\u003c!--   Distributed under the Boost Software License, Version 1.0. (See accompanying --\u003e\n\u003c!--   file LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt)        --\u003e\n\n# Framedata - A Rust Dataframe Library\n\nProject details [here](http://www.github.com/ct-clmsn/framedata/).\n\nThis project implements a dataframe functionality for rust alongside several\nrolling and summary statistics. This project originally served as a learning\nexercise for the language, specifically rust's algebraic enumeration support.\nTakes inspiration from [Hossein Moein's C++ DataFrame libary](https://github.com/hosseinmoein/DataFrame).\n\n### License\n\nBoost Software License\n\n### Features\n* Load data from csv (needs improvement)\n* Group Data\n* Summary Statistics: sum, mean, standard deviation, population standard deviation\n* Window Summary Statistics: variance, rolling mean, rolling standard deviation, rolling variance, difference, percent change\n* Custom data types (float, integer, string) with hashing support\n* Bloom filter implementation\n\n### Demo\n`cargo run --example example1`\n\n### TODO\n* Add parallelization support\n* Improve robustness of csv support\n* TimeSeries analysis support\n* Index support\n* More statistics\n\n### Author\nChristopher Taylor\n\n### Dependencies\n[Rust](https://www.rust-lang.org)\n\n### Thank you\n* [DATA.GOV](http://data.gov/) - for providing [the hourly precipitation sample](https://catalog.data.gov/dataset/u-s-hourly-precipitation-data) included in this project. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fct-clmsn%2Fframedata","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fct-clmsn%2Fframedata","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fct-clmsn%2Fframedata/lists"}