{"id":15107671,"url":"https://github.com/pharo-ai/data-inspector","last_synced_at":"2025-06-12T19:36:22.763Z","repository":{"id":43033096,"uuid":"339575833","full_name":"pharo-ai/data-inspector","owner":"pharo-ai","description":"Evaluate and visualize DataFrame directly in the same Inspector window.","archived":false,"fork":false,"pushed_at":"2023-12-28T18:39:19.000Z","size":550,"stargazers_count":14,"open_issues_count":0,"forks_count":3,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-06T15:39:50.208Z","etag":null,"topics":["data-frame","data-inspector","pharo","pharo-smalltalk"],"latest_commit_sha":null,"homepage":"","language":"Smalltalk","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/pharo-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2021-02-17T01:04:19.000Z","updated_at":"2023-08-20T11:25:32.000Z","dependencies_parsed_at":"2023-02-17T05:31:20.206Z","dependency_job_id":"2dc38e9a-56b6-464b-82c3-43f672dc6b06","html_url":"https://github.com/pharo-ai/data-inspector","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pharo-ai/data-inspector","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fdata-inspector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fdata-inspector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fdata-inspector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fdata-inspector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pharo-ai","download_url":"https://codeload.github.com/pharo-ai/data-inspector/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pharo-ai%2Fdata-inspector/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259520276,"owners_count":22870412,"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":["data-frame","data-inspector","pharo","pharo-smalltalk"],"created_at":"2024-09-25T21:40:55.521Z","updated_at":"2025-06-12T19:36:22.737Z","avatar_url":"https://github.com/pharo-ai.png","language":"Smalltalk","readme":"[![Build status](https://github.com/pharo-ai/data-inspector/workflows/CI/badge.svg)](https://github.com/pharo-ai/data-inspector/actions/workflows/CI.yml)\n[![Coverage Status](https://coveralls.io/repos/github/pharo-ai/data-inspector/badge.svg?branch=master)](https://coveralls.io/github/pharo-ai/data-inspector?branch=master)\n[![Pharo version](https://img.shields.io/badge/Pharo-10-%23aac9ff.svg)](https://pharo.org/download)\n[![Pharo version](https://img.shields.io/badge/Pharo-11-%23aac9ff.svg)](https://pharo.org/download)\n[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/pharo-ai/data-inspector/master/LICENSE)\n\n# Description\n\nA Pharo inspector extension to operate and view DataFrame multiple information in a same inspector view. Currently it displays:\n- General informations about the dataframe\n- Histograms about all numerical columns of the dataframe\n- A scatter matrix of the DataFrame\n\nA configurable limit is set by default to quickly visualize a DataFrame when we are in the inspector. To change the limit, for example to 50000, you can evaluate:\n\n```smalltalk\nAISpDataFrameInspector maxRows: 50000\n```\n\n# Installation\n\n```smalltalk\nEpMonitor disableDuring: [ \n    Metacello new\n        baseline: 'AIDataFrameInspector';\n        repository: 'github://pharo-ai/data-inspector/src';\n\tonConflictUseIncoming;\n        load ]\n```\n\n# If you want to depend on it\n\n```smalltalk\nspec \n   baseline: 'AIDataFrameInspector' \n   with: [ spec repository: 'github://pharo-ai/data-inspector/src' ].\n```\n\n# Usage\n\nJust inspect any DataFrame and select the palette with \"Data Inspector\":\n\n```smalltalk\nEpMonitor disableDuring: [ \n\tMetacello new\n\t\tbaseline: 'AIDatasets';\n\t\trepository: 'github://pharo-ai/datasets';\n\t\tload ].\n\nAIDatasets loadIris inspect.\n```\n\n![](resources/imgs/datainspector.png)\n\n![](resources/imgs/histograms.png)\n\n![](resources/imgs/scattermatrix.png)\n\nIt is also possible to visualize the historigrams of a DataFrame or a DataSeries like this\n\n```st\niris := AIDatasets loadIris.\n\niris histograms.\n(iris column: #'petal length (cm)') histogram.\n```\n\nYou can specify the number of intervals to display like this:\n\n```st\niris histogramsBins: 50.\n(iris column: #'petal length (cm)') histogramBins: 50.\n```\n\nThe scatter matrix can be opened like this:\n\n```st\niris scatterMatrix\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpharo-ai%2Fdata-inspector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpharo-ai%2Fdata-inspector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpharo-ai%2Fdata-inspector/lists"}