{"id":19152519,"url":"https://github.com/gesiscss/methods_seminar_2020_network_science","last_synced_at":"2026-03-06T22:32:14.711Z","repository":{"id":104685247,"uuid":"293454632","full_name":"gesiscss/methods_seminar_2020_network_science","owner":"gesiscss","description":"Introduction to Social Network Science in Python","archived":false,"fork":false,"pushed_at":"2020-09-26T11:00:07.000Z","size":28581,"stargazers_count":6,"open_issues_count":0,"forks_count":4,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-10-07T03:54:10.903Z","etag":null,"topics":["2020","exercises","network-analysis","network-science","python","seminar"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gesiscss.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2020-09-07T07:31:26.000Z","updated_at":"2023-08-20T19:38:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"83f2e568-e8ea-45ad-b5b4-dd6ec3262ac3","html_url":"https://github.com/gesiscss/methods_seminar_2020_network_science","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gesiscss/methods_seminar_2020_network_science","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Fmethods_seminar_2020_network_science","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Fmethods_seminar_2020_network_science/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Fmethods_seminar_2020_network_science/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Fmethods_seminar_2020_network_science/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gesiscss","download_url":"https://codeload.github.com/gesiscss/methods_seminar_2020_network_science/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gesiscss%2Fmethods_seminar_2020_network_science/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30200997,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-06T19:07:06.838Z","status":"ssl_error","status_checked_at":"2026-03-06T18:57:34.882Z","response_time":250,"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":["2020","exercises","network-analysis","network-science","python","seminar"],"created_at":"2024-11-09T08:18:12.144Z","updated_at":"2026-03-06T22:32:14.629Z","avatar_url":"https://github.com/gesiscss.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 1st Virtual GESIS Methods Seminar 2020\n## Chapter: Introduction to Social Network Science with Python\n\n### Instructors:\nDr. Haiko Lietz [[website]](https://www.gesis.org/institut/mitarbeiterverzeichnis/person/haiko.lietz) [[github]](https://github.com/haikolietz)\n\nMSc. Olga Zagovora [[website]](https://www.gesis.org/institut/mitarbeiterverzeichnis/person/Olga.Zagovora?no_cache=1) [[github]](https://github.com/zagovora) [[twitter]](https://twitter.com/alenyshkaxx)\n\nMSc. Lisette Espin-Noboa [[website]](https://www.lisetteespin.info) [[github]](https://github.com/lisette-espin) [[twitter]](https://twitter.com/lespin)\n\n### Venue and Dates\nDates: Sep. 21 - Sep. 25, 2020\n\nVenue: Virtual (ZOOM)\n\nMaterials: [ILIAS](http://ilias.gesis.org/) and [GitHub](https://github.com/gesiscss/methods_seminar_2020_network_science)\n\n---\n\n### Run everyhting in the cloud\n\n\nYou can open the whole repository and work with it in the cloud.\\\nAll your modifications and new files will be stored until you delete them.\\\n*Note: You need an account to login first. Just click the button and follow the instructions from \"You are not yet registered?\"*\n\n[![Binder](https://notebooks.gesis.org/binder/badge.svg)](https://notebooks.gesis.org/services/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master)\n\n\n---\n\n### Exercises (one-by-one)\n\n\nYou can opt for working on individual exercises only.\\\nHowever, all your modifications will be lost after a few minutes of inactivity (or if you close the notebook).\n\n#### Preparation (warm-up)\n\n| # | Notebook                                     | Launch |\n|---|----------------------------------------------|--------|\n| 0 | Introduction to Python and Jupyter notebooks | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F00_preparation.ipynb) |\n| 1 | Variables, Strings, Numbers and Operators    | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F01_var_string_num.ipynb) |\n| 2 | Lists and Tuples                             | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F02_lists_tuples.ipynb) |\n| 3 | Dictionaries                                 | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F03_dictionaries.ipynb) |\n| 4 | If statement                                 | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F04_if_statements.ipynb) |\n| 5 | Functions                                    | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F05_introducing_functions.ipynb) |\n| 6 | More functions                               | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F0_preparation%2F06_more_functions.ipynb) |\n\n####  Day 1:\n| # | Notebook                                          | Instructor | Demo |  Exercise | Solution |\n|---|---------------------------------------------------|------------|------|-----------|----------|\n| 1 | Essential Python functionality \u0026 data structures  | Olga | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F11_essential_python_functionality_%26_data_structures_demo.ipynb)| [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F11_essential_python_functionality_%26_data_structures_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F11_essential_python_functionality_%26_data_structures_exercise_solution.ipynb) |\n| 2 | From data to networks and back                    | Lisette | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F12_from_data_to_networks_and_back_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F12_from_data_to_networks_and_back_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F1_monday%2F12_from_data_to_networks_and_back_exercise_solution.ipynb)|\n\n####  Day 2:\n| # | Notebook                                          | Instructor | Demo |  Exercise | Solution |\n|---|---------------------------------------------------|------------|------|-----------|----------|\n| 1 | Network construction \u0026 Visualization         | Haiko | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F21_network_construction_and_visualization_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F21_network_construction_and_visualization_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F21_network_construction_and_visualization_exercise_solutions.ipynb)|\n| 2 | Node centrality                              | Olga | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F22_node_centrality_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F22_node_centrality_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F2_tuesday%2F22_node_centrality_exercise_solution.ipynb)|\n\n\n####  Day 3:\n| # | Notebook                                          | Instructor | Demo |  Exercise | Solution |\n|---|---------------------------------------------------|------------|------|-----------|----------|\n| 1 | Brokerage and Closure                             | Haiko | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F31_brokerage_and_closure_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F31_brokerage_and_closure_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F31_brokerage_and_closure_exercise_solutions.ipynb) |\n| 2 | Cohesion                                          | Haiko | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F32_cohesion_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F32_cohesion_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F3_wednesday%2F32_cohesion_exercise_solutions.ipynb) | \n\n####  Day 4:\n| # | Notebook                                          | Instructor | Demo |  Exercise | Solution |\n|---|---------------------------------------------------|------------|------|-----------|----------|\n| 1 | Community detection                          | Haiko | - | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F4_thursday%2F41_community_detection_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F4_thursday%2F41_community_detection_exercise_solutions.ipynb) |\n| 2 | Hypothesis testing on networks               | Lisette | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F4_thursday%2F42_hypothesis_testing_demo.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F4_thursday%2F42_hypothesis_testing_exercise.ipynb) | [![Binder](https://notebooks.gesis.org/binder/badge_logo.svg)](https://notebooks.gesis.org/binder/v2/gh/gesiscss/methods_seminar_2020_network_science/master?filepath=code%2F4_thursday%2F42_hypothesis_testing_exercise_solution.ipynb) |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgesiscss%2Fmethods_seminar_2020_network_science","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgesiscss%2Fmethods_seminar_2020_network_science","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgesiscss%2Fmethods_seminar_2020_network_science/lists"}