{"id":19167223,"url":"https://github.com/cmudig/texture","last_synced_at":"2025-05-07T13:41:09.958Z","repository":{"id":238582292,"uuid":"691252115","full_name":"cmudig/Texture","owner":"cmudig","description":"Visualize your text data with structured attributes","archived":false,"fork":false,"pushed_at":"2025-04-11T06:23:13.000Z","size":74783,"stargazers_count":22,"open_issues_count":27,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-19T23:31:47.577Z","etag":null,"topics":["data-analysis","llm","text","visualization"],"latest_commit_sha":null,"homepage":"http://dig.cmu.edu/Texture/","language":"Svelte","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/cmudig.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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,"zenodo":null}},"created_at":"2023-09-13T19:54:53.000Z","updated_at":"2025-03-28T05:45:55.000Z","dependencies_parsed_at":"2025-01-21T22:20:15.114Z","dependency_job_id":"85f951e5-c0d5-47ad-bf78-1ad2a733bdaa","html_url":"https://github.com/cmudig/Texture","commit_stats":null,"previous_names":["cmudig/texture"],"tags_count":10,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cmudig%2FTexture","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cmudig%2FTexture/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cmudig%2FTexture/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cmudig%2FTexture/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cmudig","download_url":"https://codeload.github.com/cmudig/Texture/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252888959,"owners_count":21820101,"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-analysis","llm","text","visualization"],"created_at":"2024-11-09T09:36:23.518Z","updated_at":"2025-05-07T13:41:09.951Z","avatar_url":"https://github.com/cmudig.png","language":"Svelte","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Texture: Structured Text Analytics\n\n[![PyPi](https://img.shields.io/pypi/v/texture-viz.svg)](https://pypi.org/project/texture-viz/)\n\nTexture is a system for exploring and creating structured insights with your text datasets.\n\n1. **Interactive Attribute Profiles**: Texture visualizes structured attributes alongside your text data in interactive, cross-filterable charts.\n2. **Flexible attribute definitions**: Attribute charts can come from different tables and any level of a document such as words, sentences, or documents.\n3. **Embedding based operations**: Texture helps you use vector embeddings to search for similar text and summarize your data.\n\n![screenshot of Texture interface](.github/screenshots/texture_sc.png)\n\n## Install and run\n\nInstall texture with pip:\n\n```bash\npip install texture-viz\n```\n\nThen you can run in a python script or notebook by providing a dataframe with your text data and attributes.\n\n```python\nimport texture\ntexture.run(df)\n```\n\n## Texture Docs\n\nTexture allows you to customize attribute visualizations based on a schema and configure different tables to tailor how the interface presents your data. For more details and examples, check out our [documentation](https://dig.cmu.edu/Texture/).\n\n## Dev install\n\nSee [DEV.md](DEV.md) for dev workflows and setup.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcmudig%2Ftexture","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcmudig%2Ftexture","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcmudig%2Ftexture/lists"}