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Working With Data II

Collaborative paper discussion

Mental Model for Reviewers

Mental Model for Reviewers.

The Data Science Pipeline & Hacker's Demo

Variables

Hack-time

Tip

To load and use a notebook in VS Code follow the steps 3 to 5 in 📘 Notebooks in VS Code

Working with Data

For next time

Writers

  • Work collaboratively on the main.typ file (other groups can also help, avoid silos).
  • Consolidate everything written so far into an initial "State of the Art" section in the main.typ file.

    • Ensure smooth transitions between subsections and consistent referencing/style.
    • Integrate any missing literature.
    • You can keep previous existing files to help you draft, but your presentation should focus on the updated main.typ.
  • Deliverable:

    • Updated main.typ and compiled pdf shared into the General Chat with the group.
    • A 5-minute overall presentation walking through the current version of the paper in the main.typ file.
  • Going the extra mile (Optional):

    • Integrate the previously created conceptual map of AP in multiparty systems (DAG).

Hackers

  • Identify and extract the useful variables from the ESS Round 10, building on the previously shared Jupyter Notebook:

    • Country variable
    • Vote intention
    • Like/dislike variables toward parties or political actors
  • Deliverable:

    • A documented Notebook (.ipynb) that builds on the previous notebook and uses python comments to guide the user.
      • It loads the ESS 10 data
      • Creates a list of strings with the identified variable names
      • Use this list to make a subset data frame with relevant variables only
      • You share the .ipynb file in the General Chat with the group
    • 5-minute demo showing variable selection and initial exploration
  • Going the extra mile (Optional):

    • Can you create a filter to keep only French respondents?

Reviewers

  • 5-Minute Brief

    • Use the "I like, I wish, I wonder" model to give a constructive paper feedback.
    • Identify the top 3 current risks in the paper.
    • We always refer to the main.typ file.
  • Going the Extra Mile (Optional):

    • Assist Writers & Hackers with integrating feedback received during class!