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curriculum.yml
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- day: Day 1
id: day_1
topic: "Introduction and Ethics"
events:
- name: "Introduction to Computational Social Science"
video: "https://www.youtube.com/embed/zGG9wPl1C5E"
sublinks:
- link: "https://youtu.be/zGG9wPl1C5E"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/02-intro-computational-social-science.pdf"
text: "Slides"
- name: "Why SICSS?"
video: "https://www.youtube.com/embed/K6HzpZMcaQw"
sublinks:
- link: "https://youtu.be/K6HzpZMcaQw"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day1-intro-ethics/bail_why_sicss/Why_SICSS.html#/"
text: "Slides"
- name: "Ethics: Part 1"
video: "https://www.youtube.com/embed/A-5QaX5ZiK8"
sublinks:
- link: "https://youtu.be/A-5QaX5ZiK8"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/ethics_part1.pdf"
text: "Slides"
- name: "Ethics: Part 2"
video: "https://www.youtube.com/embed/TT6dOQMKHhA"
sublinks:
- link: "https://youtu.be/TT6dOQMKHhA"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/ethics_part2.pdf"
text: "Slides"
- name: "Ethics Additions and Extensions"
video: "https://www.youtube.com/embed/lJyK6kXeDbc"
sublinks:
- link: "https://youtu.be/lJyK6kXeDbc"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/ethics_additions_extensions.pdf"
text: "Slides"
exercise_title: "Group exercise"
exercise:
- name: "Lesson plan (participants)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/activity/lesson_plan_ethics_participant.md"
- name: "Lesson plan (instructors)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day1-intro-ethics/activity/lesson_plan_ethics_instructor.md"
- name: "Case study"
resource: "https://bdes.datasociety.net/wp-content/uploads/2016/10/Patreon-Case-Study.pdf"
- day: Day 2
id: day_2
topic: "Collecting Digital Trace Data"
events:
- name: "What is Digital Trace Data?"
video: "https://www.youtube.com/embed/uuSWQN7uYhk"
sublinks:
- link: "https://youtu.be/uuSWQN7uYhk"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/what-is-digital-trace-data/What_is_Digital_Trace_Data.html"
text: "Slides"
- name: "Strengths and Weakness of Digital Trace Data"
video: "https://www.youtube.com/embed/b8XTtBnENfo"
sublinks:
- link: "https://www.youtube.com/watch?v=b8XTtBnENfo"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/strengths-weaknesses/Rpres/Strengths_and_Weaknesses.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/strengths-weaknesses/rmarkdown/Strengths_and_Weaknesses.html"
text: "Annotated Code"
- name: "Application Programming Interfaces"
video: "https://www.youtube.com/embed/jde_c7pB5U8"
sublinks:
- link: "https://youtu.be/jde_c7pB5U8"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/apis/Rpres/APIs.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/apis/rmarkdown/Application_Programming_interfaces.html"
text: "Annotated Code"
- name: "Screen Scraping"
video: "https://www.youtube.com/embed/LjTZNmBjC5Q"
sublinks:
- link: "https://youtu.be/LjTZNmBjC5Q"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/screenscraping/Rpres/Screenscraping.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/screenscraping/rmarkdown/Screenscraping.html"
text: "Annotated Code"
- name: "Building Apps and Bots for Social Science Research"
video: "https://www.youtube.com/embed/3wjYcIOpBgU"
sublinks:
- link: "https://www.youtube.com/watch?v=3wjYcIOpBgU"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/building-apps-bots/Rpres/Building_Apps_for_Social_Science_Research.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/building-apps-bots/rmarkdown/Building_Apps_and_Bots_for%20Social_Science_Research.html"
text: "Annotated Code"
exercise_title: "Group exercise"
exercise:
- name: "Lesson plan"
resource: "https://compsocialscience.github.io/summer-institute/2020/materials/day2-digital-trace-data/Group_Exercise_Day_2.html"
- day: Day 3
id: day_3
topic: "Automated Text Analysis"
events:
- name: "An Introduction to Text Analysis"
video: "https://www.youtube.com/embed/pLsC4UyzX_U"
sublinks:
- link: "https://www.youtube.com/watch?v=pLsC4UyzX_U"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/intro-text-analysis/Rpres/Introduction_to_Text_as%20Data.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/intro-text-analysis/rmarkdown/Introduction_to_Text_Analysis.html"
text: "Annotated Code"
- name: "Text Analysis Basics"
video: "https://www.youtube.com/embed/TAlO-5NJB7I"
sublinks:
- link: "https://www.youtube.com/watch?v=TAlO-5NJB7I"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/basic-text-analysis/Rpres/Basic_Text_Analysis.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/basic-text-analysis/rmarkdown/Basic_Text_Analysis_in_R.html"
text: "Annotated Code"
- name: "Dictionary-Based Text Analysis"
video: "https://www.youtube.com/embed/wSIi2ZRKjaE"
sublinks:
- link: "https://www.youtube.com/watch?v=wSIi2ZRKjaE"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/dictionary-methods/Rpres/Dictionary_Based_Analysis.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/dictionary-methods/rmarkdown/Dictionary-Based_Text_Analysis.html"
text: "Annotated Code"
- name: "Topic Models"
video: "https://www.youtube.com/embed/IUAHUEy1V0Q"
sublinks:
- link: "https://www.youtube.com/watch?v=IUAHUEy1V0Q"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/topic-modeling/Rpres/Topic_Modeling.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/topic-modeling/rmarkdown/Topic_Modeling.html"
text: "Annotated Code"
- name: "Text Networks"
video: "https://www.youtube.com/embed/-2dBI2ULcQw"
sublinks:
- link: "https://www.youtube.com/watch?v=-2dBI2ULcQw"
text: "Video"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/text-networks/Rpres/Text_Networks.html"
text: "Slides"
- link: "https://compsocialscience.github.io/summer-institute/2020/materials/day3-text-analysis/text-networks/rmarkdown/Text_Networks.html"
text: "Annotated Code"
- day: Day 4
id: day_4
topic: "Surveys in the Digital Age"
events:
- name: "Survey Research in the Digital Age"
video: "https://www.youtube.com/embed/j8fJGV17Hcg"
sublinks:
- link: "https://www.youtube.com/watch?v=j8fJGV17Hcg"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day4-surveys/01-survey-research-digital-age.pdf"
text: "Slides"
- name: "Probability and Non-Probability Sampling"
video: "https://www.youtube.com/embed/SLAi9v5CCnM"
sublinks:
- link: "https://www.youtube.com/watch?v=SLAi9v5CCnM"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/tree/master/2020/materials/day4-surveys/02-nonprobability-sampling.pdf"
text: "Slides"
- name: "Computer-Administered Interviews"
video: "https://www.youtube.com/embed/HT1bQ3Bh79w"
sublinks:
- link: "https://www.youtube.com/watch?v=HT1bQ3Bh79w"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/tree/master/2020/materials/day4-surveys/03-computer-administered-interviews.pdf"
text: "Slides"
- name: "Combining Surveys and Big Data"
video: "https://www.youtube.com/embed/_vecQs7aB6o"
sublinks:
- link: "https://www.youtube.com/watch?v=_vecQs7aB6o"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/tree/master/2020/materials/day4-surveys/04-combining-surveys-and-big-data.pdf"
text: "Slides"
- name: "Additions and Extension"
video: "https://www.youtube.com/embed/97gahprIIOI"
sublinks:
- link: "https://www.youtube.com/watch?v=97gahprIIOI"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/tree/master/2020/materials/day4-surveys/05-survey-additions-extensions.pdf"
text: "Slides"
exercise_title: "Group Exercise"
exercise:
- name: "Lesson plan (participants)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day4-surveys/activity/lesson_plan_survey_participant.md"
- name: "Lesson plan (instructors)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day4-surveys/activity/lesson_plan_survey_instructor.md"
- day: Day 5
id: day_5
topic: "Mass Collaboration"
events:
- name: "Introduction to Mass Collaboration"
video: "https://www.youtube.com/embed/4BaVal2fwOI"
sublinks:
- link: "https://youtube.com//watch?v=4BaVal2fwOI"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/01-mass-collaboration.pdf"
text: "Slides"
- name: "Human Computation"
video: "https://www.youtube.com/embed/5ymW5War-P8"
sublinks:
- link: "https://youtube.com//watch?v=5ymW5War-P8"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/02-human_computation.pdf"
text: "Slides"
- name: "Open Call"
video: "https://www.youtube.com/embed/5AwS7T7LUlw"
sublinks:
- link: "https://youtube.com//watch?v=5AwS7T7LUlw"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/03-open_call.pdf"
text: "Slides"
- name: "Distributed Data Collection"
video: "https://www.youtube.com/embed/S0foUGRnYIo"
sublinks:
- link: "https://youtube.com//watch?v=S0foUGRnYIo"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/04-distributed_data_collection.pdf"
text: "Slides"
- name: "Fragile Families Challenge"
video: "https://www.youtube.com/embed/ZI95vV7Co38"
sublinks:
- link: "https://youtube.com//watch?v=ZI95vV7Co38"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/05-ffchallenge.pdf"
text: "Slides"
exercise_title: "Group exercise"
exercise:
- name: "Lesson plan (participants)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/activity/lesson_plan_masscollaboration_participant.md"
- name: "Lesson plan (instructors)"
resource: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day5-mass-collaboration/activity/lesson_plan_masscollaboration_instructor.md"
- day: Day 6
id: day_6
topic: "Experiments"
events:
- name: "What, Why, and Which Experiments?"
video: "https://www.youtube.com/embed/hKiKiWbeD6I"
sublinks:
- link: "https://youtube.com//watch?v=hKiKiWbeD6I"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day6-experiments/01-what-why-which-experiments.pdf"
text: "Slides"
- name: "Moving Beyond Simple Experiments"
video: "https://www.youtube.com/embed/cYyu5Ex0twE"
sublinks:
- link: "https://www.youtube.com/watch?v=cYyu5Ex0twE"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day6-experiments/02-moving-beyond-simple-experiments.pdf"
text: "Slides"
- name: "Four Strategies for Making Experiments Happen"
video: "https://www.youtube.com/embed/KDLFigGDORY"
sublinks:
- link: "https://youtube.com//watch?v=KDLFigGDORY"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day6-experiments/03-making-it-happen.pdf"
text: "Slides"
- name: "Zero Variable Cost Data and Musiclab"
video: "https://www.youtube.com/embed/rAGMpZuU3RU"
sublinks:
- link: "https://youtube.com//watch?v=rAGMpZuU3RU"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day6-experiments/04-zero-variable-cost.pdf"
text: "Slides"
- name: "3Rs"
video: "https://www.youtube.com/embed/aQPce-WgJBY"
sublinks:
- link: "https://youtube.com//watch?v=aQPce-WgJBY"
text: "Video"
- link: "https://github.com/compsocialscience/summer-institute/blob/master/2020/materials/day6-experiments/05-three-rs.pdf"
text: "Slides"
- day: Bonus Lectures by Leaders in the Field
id: bonus_lectures
topic:
events:
- name: "Check out our YouTube channel for bonus lectures by dozens of leaders in the field."
video: "https://www.youtube.com/embed/videoseries?list=PL9UNgBC7ODr4iBr8nspxJKmZY85OXG8a3"
sublinks:
- link: "https://www.youtube.com/playlist?list=PL9UNgBC7ODr4iBr8nspxJKmZY85OXG8a3"
text: "Video"