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Félix Dorn 2025-07-03 19:40:35 +02:00
parent b7c94590f9
commit f9f9825abb
9 changed files with 941 additions and 42 deletions
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old/analysis.py
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@ -61,6 +61,13 @@ sns.set_style("white") # keep minimal axes, we will remove default grid
sns.set_context("notebook")
def prepare_tasks():
# This dataset comes from https://epoch.ai/gradient-updates/consequences-of-automating-remote-work
# It contains labels for a O*NET task can be done remotely or not (labeled by GPT-4o)
# You can download it here: https://drive.google.com/file/d/1GrHhuYIgaCCgo99dZ_40BWraz-fzo76r/view?usp=sharing
df_remote_status = pd.read_csv("epoch_task_data.csv")
# BLS OEWS: Https://www.bls.gov/oes/special-requests/oesm23nat.zip
df_oesm = pd.read_excel("oesm23national.xlsx")
# Run uv run ./enrich_task_ratings.py
df_tasks = pd.read_json("task_ratings_enriched.json")