{"id":18886532,"url":"https://github.com/facultyai/lens","last_synced_at":"2025-04-14T21:31:09.638Z","repository":{"id":62575629,"uuid":"100278405","full_name":"facultyai/lens","owner":"facultyai","description":"Summarise and explore Pandas DataFrames","archived":false,"fork":false,"pushed_at":"2020-07-03T22:05:55.000Z","size":235,"stargazers_count":100,"open_issues_count":16,"forks_count":10,"subscribers_count":15,"default_branch":"master","last_synced_at":"2024-11-06T02:52:38.294Z","etag":null,"topics":["dask","data-exploration","data-science","data-visualisation","dataframe","pandas"],"latest_commit_sha":null,"homepage":"https://lens.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/facultyai.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-08-14T14:46:15.000Z","updated_at":"2024-09-11T03:16:47.000Z","dependencies_parsed_at":"2022-11-03T17:46:42.224Z","dependency_job_id":null,"html_url":"https://github.com/facultyai/lens","commit_stats":null,"previous_names":["asidatascience/lens"],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/facultyai%2Flens","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/facultyai%2Flens/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/facultyai%2Flens/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/facultyai%2Flens/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/facultyai","download_url":"https://codeload.github.com/facultyai/lens/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223647328,"owners_count":17179231,"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":["dask","data-exploration","data-science","data-visualisation","dataframe","pandas"],"created_at":"2024-11-08T07:28:14.862Z","updated_at":"2024-11-08T07:28:15.450Z","avatar_url":"https://github.com/facultyai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"lens\n====\n\n.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.2593336.svg\n   :target: https://doi.org/10.5281/zenodo.2593336\n\n``lens`` is a library for exploring data in Pandas DataFrames. It computes\nsingle column summary statistics and estimates the correlation between columns.\nWe wrote ``lens`` when we realised that the initial steps of acquiring a new\ndata set were almost formulaic: What data type is in this column? How many null\nvalues are there? Which columns are correlated? What's the distribution of this\nvalue? ``lens`` calculates all this for you.\n\nSee the documentation_ for more details.\n\n.. _documentation: https://lens.readthedocs.io/en/latest\n\nInstallation\n------------\n\n``lens`` can be installed from PyPI with ``pip``:\n\n.. code-block:: bash\n\n    pip install lens\n\nTesting\n-------\n\nTests can be run using [`tox`](https://tox.readthedocs.io) (replace `py37` with\nthe version of python you wish to use to run the tests):\n\n.. code-block:: bash\n\n    pip install tox\n    tox -e py37\n\nLicense\n-------\n\n``lens`` is licensed under the Apache License, see LICENSE.txt for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffacultyai%2Flens","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffacultyai%2Flens","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffacultyai%2Flens/lists"}