SURA Final Results Package

This folder contains the current SURA data, embeddings, analysis outputs, university-ranking crosswalk, final case files, final analysis report, and the scripts used for the final processing steps.

Folders

• data/ — current source and prepared datasets.
• embeddings/ — current text embeddings, metadata, and unit vectors.
• exports/ — flat embedding exports.
• results/ — final similarity matrices, D1–D9 outputs, audits, statistics, plots, and the final university-ranking workbook.
• deliverables/0707/ — final panel, program, outcome, and case outputs.
• deliverables/0716/ — final inverse-case outputs and ranking crosswalk tables.
• reports/ — final exploratory analysis report.
• scripts/ — final processing and ranking scripts only.

Start with OFFBOARDING.md for the final output map and execution pipeline. The complete file inventory is in offboarding_upload_manifest.csv.

Main final outputs

• results/University Rankings - Master Database.xlsx
• results/D1_density_overlay_pb_vs_cb.png
• results/D2_bizidea_top3_pitchbook.csv
• results/D3_bizidea_top3_crunchbase.csv
• results/D4_insider_outsider_table.csv
• results/D5_vigintile_cutoffs_per_industry.csv
• results/D6_bizidea_evolution_density.png
• results/D7_team_bizidea_evolution.csv
• results/D8_bizidea_all_nolabels_vs_industry.csv
• results/D9_weekly_density_labeled_vs_unlabeled.png
• reports/exploratory_analysis_report.md

The package excludes superseded duplicate evolution files, earlier top-three files, dated administrative materials, and previous pipeline versions.