{"id":20246651,"url":"https://github.com/civicdatalab/working-with-data-workshops","last_synced_at":"2025-06-20T03:06:35.034Z","repository":{"id":98523489,"uuid":"383046986","full_name":"CivicDataLab/Working-with-Data-Workshops","owner":"CivicDataLab","description":"Learn to work with data.","archived":false,"fork":false,"pushed_at":"2024-03-23T11:16:18.000Z","size":39757,"stargazers_count":8,"open_issues_count":0,"forks_count":3,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-12T06:22:16.939Z","etag":null,"topics":["data","social-science","training-materials","workshop","xaringan"],"latest_commit_sha":null,"homepage":"https://civicdatalab.in/work/lawandjustice/data-workshops/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-sa-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CivicDataLab.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-07-05T07:07:28.000Z","updated_at":"2024-07-11T13:27:06.000Z","dependencies_parsed_at":"2024-03-23T12:42:42.159Z","dependency_job_id":null,"html_url":"https://github.com/CivicDataLab/Working-with-Data-Workshops","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CivicDataLab/Working-with-Data-Workshops","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CivicDataLab%2FWorking-with-Data-Workshops","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CivicDataLab%2FWorking-with-Data-Workshops/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CivicDataLab%2FWorking-with-Data-Workshops/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CivicDataLab%2FWorking-with-Data-Workshops/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CivicDataLab","download_url":"https://codeload.github.com/CivicDataLab/Working-with-Data-Workshops/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CivicDataLab%2FWorking-with-Data-Workshops/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260868885,"owners_count":23074960,"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","social-science","training-materials","workshop","xaringan"],"created_at":"2024-11-14T09:31:42.675Z","updated_at":"2025-06-20T03:06:30.014Z","avatar_url":"https://github.com/CivicDataLab.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\noutput: rmarkdown::github_document\n---\n\n\n```{r libraries, message=FALSE, warning=FALSE, include=FALSE}\nlibrary(fontawesome)\n```\n\n## Working with Data\n\nThe repository contains slide decks (HTML and PDF) on topics related to retrieving, viewing, managing, and manipulating data for exploration, research and analysis.\n\nCheck [wiki](https://github.com/CivicDataLab/Working-with-Data-Workshops/wiki/Resources) for more resources.\n\nVisit our [website](https://civicdatalab.in/work/lawandjustice/data-workshops/) to know more about the workshops. If you're interested in organising a in-person/online sessions around these topics, write to us at `info[at]civicdatalab.in`. \n\n\n### Resources\n\nSlides created using the [xaringan](https://github.com/yihui/xaringan) package. \n\n| Session | Title | Topics | Slide Deck | \n| :-----: | :---: | :--: | :--------: | \n| 1 | Data Collection | `structured vs unstructured datasets`  `csv files` `tidy dataset` `data dictionary` `pdf` `web scraping` `google sheets`| [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_1_data_collection/session-1.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_1_data_collection/session-1.pdf) |\n| 2 | Web scraping \u0026 Data Standards | `data standards` `akoma ntoso` `data exploration` `spreadsheets` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_1_data_collection/session-2/session-2.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_1_data_collection/session-2/session-2.pdf) |\n| 3 | Data Exploration | `data processing tools` `data exploration` `pivot` `database` `sqlite` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-1.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-1.pdf) | \n| 4 | Working with databases | `database` `sql` `keys` `sqlite` `database tools` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-2.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-2.pdf) |\n| 5 | Working with databases | `sql queries` `handling dates` `joins` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-3.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-3.pdf) | \n| 6 | Working with databases | `subquries` `case when` `regular expressions`  `window functions` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-4.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-4.pdf) | \n| 7 | Data Analysis - Use Cases | `analysing legal data` `100 questions project` `data analysis use cases` `bias`  | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_3_data_analysis/session-1/session-1.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_3_data_analysis/session-1/session-1.pdf) |\n| 8 | Data Analysis - Analysis Deep Dive | `data analysis methodologies` `reading research` `data analysis deep dive` `uwazi`|   [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_3_data_analysis/session-2/session-2.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_3_data_analysis/session-2/session-2.pdf) |\n| 9 | Data Analysis - GIS Analysis | `maps` `spatial data sources` `case studies` `gis data formats` `tools` `policies`| [HTML](https://docs.google.com/presentation/d/16-2zyEQI_Mn93LZ7iTcVKMG40POPGw_RThNwCsQNqls/edit?usp=sharing) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_3_data_analysis/session-3/session-3.pdf) | \n| 10 | Data Visualisation | `data viz quadrant` `stories` `audience` `medium` `accessibility` `selecting charts`  `collaboration` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_4_data_viz/session-1/session-1.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_4_data_viz/session-1/session-1.pdf) |\n| 11 | Data Visualisation - Tools and Resources | `storytelling` `tools` `interactivity` `maps` `tables` `resources` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_4_data_viz/session-2/session-2.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_4_data_viz/session-2/session-2.pdf) | \n| 12 | Qualitative Data Analysis \u0026 Publishing Open Data | `content analysis` `coding` `grounded theory` `tools`  `open data license`  | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_5_qualitative_data_analysis/session-1.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_5_qualitative_data_analysis/session-1.pdf) | \n| 13 | Exploring Datasets - Session at NLU Odisha | `datasets` `google sheets` `excel` `wikipedia` | [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session_nluo.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session_nluo.pdf) | \n| 14 | Explore datasets using SQL - A two day workshop at SNEHA, Mumbai | `database` `postgreSQL` `pgAdmin` `psql`| [HTML](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-SNEHA.html) [PDF](https://civicdatalab.in/Working-with-Data-Workshops/modules/module_2_data_exploration/session-SNEHA.pdf) | \n\n_Note: The keyboard shortcuts for the HTML version of the slide deck can be viewed by pressing the `h` key_\n\n### License\nAll content in this repository is licensed under [![CC-BY-SA](https://i.creativecommons.org/l/by-sa/4.0/88x31.png)](LICENSE.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcivicdatalab%2Fworking-with-data-workshops","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcivicdatalab%2Fworking-with-data-workshops","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcivicdatalab%2Fworking-with-data-workshops/lists"}