Replication package for "Augmented Entrepreneurship in SMEs"

# Replication Guide — "Augmented Entrepreneurship in SMEs" This package reproduces Table 2, Table 3, and Figure 1 from the paper.Data are derived from public Kickstarter pages (2019–2025). No synthetic data were used.Raw HTML is NOT redistributed; we provide a de-identified feature matrix and scripts to rebuild features from public pages. ## 1) Environmentpython -m venv .venv && source .venv/bin/activatepip install -r requirements.txt ## 2) Option A: Use provided feature matrix (recommended)# uses Data/features.parquetpython Code/02_models_tables.pypython Code/03_event_study_fig1.py ## 2) Option B: Rebuild features from public pages# pointers only; see Docs/codebook.md for detailspython Code/01_build_features.py # outputs Data/features.parquetpython Code/02_models_tables.pypython Code/03_event_study_fig1.py ## OutputsOutput/table2_baseline.csvOutput/table3_interaction.csvOutput/figure1_eventstudy.png ## Notes- Both Table 2 and Table 3 are estimated on the same common sample (identical N).- Models include the same covariates and fixed effects as in the paper.- Inference uses HC1; clustering by category yields the same qualitative results.