{"id":20794148,"url":"https://github.com/sohaamir/placement_materials","last_synced_at":"2026-04-18T00:31:44.815Z","repository":{"id":244655176,"uuid":"701775964","full_name":"sohaamir/placement_materials","owner":"sohaamir","description":"An introductory data analysis and plotting project for work experience students","archived":false,"fork":false,"pushed_at":"2024-06-30T12:58:17.000Z","size":10040,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-27T14:35:19.702Z","etag":null,"topics":["chatgpt","github-actions","markdown","programming","projects","rstudio","work-experience"],"latest_commit_sha":null,"homepage":"https://sohaamir.github.io/placement_materials","language":"HTML","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/sohaamir.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,"zenodo":null}},"created_at":"2023-10-07T14:20:16.000Z","updated_at":"2024-06-30T12:58:20.000Z","dependencies_parsed_at":"2025-06-02T07:11:36.383Z","dependency_job_id":"89060b58-3eb5-4e46-887f-e3d7edc4b029","html_url":"https://github.com/sohaamir/placement_materials","commit_stats":null,"previous_names":["sohaamir/placement_materials"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sohaamir/placement_materials","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohaamir%2Fplacement_materials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohaamir%2Fplacement_materials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohaamir%2Fplacement_materials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohaamir%2Fplacement_materials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sohaamir","download_url":"https://codeload.github.com/sohaamir/placement_materials/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohaamir%2Fplacement_materials/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31951258,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-17T17:29:20.459Z","status":"ssl_error","status_checked_at":"2026-04-17T17:28:47.801Z","response_time":62,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["chatgpt","github-actions","markdown","programming","projects","rstudio","work-experience"],"created_at":"2024-11-17T16:13:47.867Z","updated_at":"2026-04-18T00:31:44.741Z","avatar_url":"https://github.com/sohaamir.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Work Experience Placement Course - Basic Data Analysis and Plotting Using the HAVEN Dataset 🫀 🧠\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/sohaamir/placement_materials/main/img/readme.png\" width=\"100%\"\u003e\n\u003c/div\u003e\n\u003cbr\u003e\nThis is a repository detailing a work experience placement course where students will work with the [HAVEN](https://research.reading.ac.uk/cinn/research-studies/haven/) dataset acquired by the University of Reading. \n\nAs part of the placement, students will:\n\n- Gain a basic understanding of neuroimaging (MRI, fMRI) and its uses for scientific research\n- Acquire practical experience in data analysis and plotting using R and ChatGPT\n- Generate their own hypotheses and these these hypotheses using simple statistic tests (t-test, correlations)\n- Upload their findings onto GitHub and publish as a webpage using GitHub Actions\n\nSubsequently, the following are required:\n\n- R/Rstudio (but also available online)\n- ChatGPT account (free)\n- GitHub account (also free)\n\nThe repository itself contains the following structure:\n\n```\n├── data\n│   ├── correct_rt_data.csv\n│   ├── participant_data.csv\n│   └── rt_data.csv\n├── information\n│   ├── HAVEN.pptx\n│   └── HAVEN_information_sheet.pdf\n└── workbook\n    ├── answers.Rmd\n    ├── answers.html\n    ├── github.md\n    └── workbook.md\n```\nWith the following folders:\n\n- `data` contains data required for the analyses:\n    - `participant_data.csv`, basic demographic data for 52 participants including age, sex, height, weight, BMI and education, as well as lesion volume and lesion number\n    - `rt_data.csv` - participant data from the memory task performed by participants within the scanner, including the average reaction time for correct and incorrect responses, as well as participant accuracy.\n    - `correct_rt_data.csv` is only required for the final example, and includes individual trial responses for each participant as well as their age.\n- `information` contains a presentation and `pdf` detailing the HAVEN study.\n- `workbook` covers how the students should progress through the placement:\n    - `workbook.md` is the first workbook the student should complete, which covers the theoretical background including the HAVEN study, MRI/fMRI and episodic memory, as well as the practical data analysis and plotting.\n    - `answers.md/html` are completed examples for the questions assigned to the student in `workbook` in both `markdown` and `html`.\n    - `github.md` is to be completed after `workbook` and provides a guide to creating a GitHub account, adding a `README.md` detailing some of the analyses, and publishing this using GitHub Actions.\n\nIf you have any questions or issues, please open a thread or email me at axs2210@student.bham.ac.uk\n\nCopyright (c) 2024 Aamir Sohail\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsohaamir%2Fplacement_materials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsohaamir%2Fplacement_materials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsohaamir%2Fplacement_materials/lists"}