{ "dataset": "Business Buyer School Acquisition Supply Dataset 2026", "version": "2026.1", "publisher": "Business Buyer School", "note": "Generated from business-buyer-school-acquisition-supply-2026.csv without changing any value. Empty cells are null.", "rows": [ { "rank": 1.0, "ranking_status": "ranked", "naics_4": "2361", "official_industry_name": "Residential Building Construction", "buyer_school_industry_name": "Home builders (residential building construction)", "parent_sector": "Construction", "confidence": "High", "confidence_basis": "min establishments >=3,000 and min employment >=30,000 over 2007-2023", "acquisition_supply_index_model_A": 98.5, "score_B_density_heavy": 98.3, "score_C_count_heavy": 98.9, "score_D_equal": 97.4, "score_E_share_heavy": 98.3, "rank_B_density_heavy": 2.0, "rank_C_count_heavy": 1.0, "rank_D_equal": 1.0, "rank_E_share_heavy": 2.0, "rank_F_zscore_winsorised": 1.0, "rank_range_across_models": 1.0, "stability_class": "stable highest supply quartile", "share_weight_draws_top_quartile": 1.0, "comp_density_pctile": 98.0, "comp_small_firm_share_pctile": 98.0, "comp_small_firm_count_pctile": 99.3, "comp_staffed_small_firm_count_pctile": 94.0, "buyable_business_density_per_10000_employees": 2283.2, "small_firm_share_under_20_pct": 97.16, "staffed_small_firm_share_5_to_99_pct": 20.29, "firms_2022": 207394.0, "firms_under_5": 164915.0, "firms_5_to_19": 36581.0, "firms_20_to_99": 5497.0, "firms_under_20": 201496.0, "firms_5_to_99": 42078.0, "establishments_2022": 209456.0, "employment_2022": 882519.0, "employees_per_firm_2022": 4.3, "owner_share_65plus_pct_report3": 9.95, "owner_share_55plus_pct_report3": 36.36, "owner_age_basis": "pooled ACS group", "owner_acs_groups": "23", "recession_resistance_rank_report1": 120.0, "durability_rank_report2": 148.0, "establishment_exit_rate_2014_2023_pct_report2": 14.34, "flags": null, "source_version": "Census SUSB 2022 (NAICS 2017 codes); ACS 2019-2023 PUMS (owner age overlay); Reports 1-3 v2026.1", "naics_version": "2017", "calculation_version": "supply-score-v1", "package_version": "2026.1", "run_date": "2026-10-06" }, { "rank": 2.0, "ranking_status": "ranked", "naics_4": "5312", "official_industry_name": "Offices of Real Estate Agents and Brokers", "buyer_school_industry_name": "Real estate agent and broker offices", "parent_sector": "Real Estate and Rental and Leasing", "confidence": "High", "confidence_basis": "min establishments >=3,000 and min employment >=30,000 over 2007-2023", "acquisition_supply_index_model_A": 98.1, "score_B_density_heavy": 99.1, "score_C_count_heavy": 96.8, "score_D_equal": 91.1, "score_E_share_heavy": 99.1, "rank_B_density_heavy": 1.0, "rank_C_count_heavy": 2.0, "rank_D_equal": 7.0, "rank_E_share_heavy": 1.0, "rank_F_zscore_winsorised": 1.0, "rank_range_across_models": 6.0, "stability_class": "stable highest supply quartile", "share_weight_draws_top_quartile": 1.0, "comp_density_pctile": 100.0, "comp_small_firm_share_pctile": 100.0, "comp_small_firm_count_pctile": 95.4, "comp_staffed_small_firm_count_pctile": 68.9, "buyable_business_density_per_10000_employees": 3584.1, "small_firm_share_under_20_pct": 98.94, "staffed_small_firm_share_5_to_99_pct": 6.66, "firms_2022": 150892.0, "firms_under_5": 140557.0, "firms_5_to_19": 8733.0, "firms_20_to_99": 1314.0, "firms_under_20": 149290.0, "firms_5_to_99": 10047.0, "establishments_2022": 165585.0, "employment_2022": 416530.0, "employees_per_firm_2022": 2.8, "owner_share_65plus_pct_report3": 17.47, "owner_share_55plus_pct_report3": 42.74, "owner_age_basis": "pooled ACS group", "owner_acs_groups": "531M", "recession_resistance_rank_report1": 96.0, "durability_rank_report2": 140.0, "establishment_exit_rate_2014_2023_pct_report2": 12.33, "flags": null, "source_version": "Census SUSB 2022 (NAICS 2017 codes); ACS 2019-2023 PUMS (owner age overlay); Reports 1-3 v2026.1", "naics_version": "2017", "calculation_version": "supply-score-v1", "package_version": "2026.1", "run_date": "2026-10-06" }, { "rank": 3.0, "ranking_status": "ranked", "naics_4": "8121", "official_industry_name": "Personal Care Services", "buyer_school_industry_name": "Personal care (salons, barbers, nails)", "parent_sector": "Other Services (except Public Administration)", "confidence": "High", "confidence_basis": "min establishments >=3,000 and min employment >=30,000 over 2007-2023", "acquisition_supply_index_model_A": 94.8, "score_B_density_heavy": 95.2, "score_C_count_heavy": 94.4, "score_D_equal": 94.7, "score_E_share_heavy": 94.6, "rank_B_density_heavy": 3.0, "rank_C_count_heavy": 7.0, "rank_D_equal": 3.0, "rank_E_share_heavy": 3.0, "rank_F_zscore_winsorised": 3.0, "rank_range_across_models": 4.0, "stability_class": "stable highest supply quartile", "share_weight_draws_top_quartile": 1.0, "comp_density_pctile": 96.0, "comp_small_firm_share_pctile": 94.0, "comp_small_firm_count_pctile": 94.0, "comp_staffed_small_firm_count_pctile": 94.7, "buyable_business_density_per_10000_employees": 1818.4, "small_firm_share_under_20_pct": 95.75, "staffed_small_firm_share_5_to_99_pct": 29.89, "firms_2022": 141199.0, "firms_under_5": 98792.0, "firms_5_to_19": 36408.0, "firms_20_to_99": 5795.0, "firms_under_20": 135200.0, "firms_5_to_99": 42203.0, "establishments_2022": 156578.0, "employment_2022": 743496.0, "employees_per_firm_2022": 5.3, "owner_share_65plus_pct_report3": 6.09, "owner_share_55plus_pct_report3": 21.28, "owner_age_basis": "pooled ACS group", "owner_acs_groups": "812111;812112;8121M", "recession_resistance_rank_report1": 39.0, "durability_rank_report2": 138.0, "establishment_exit_rate_2014_2023_pct_report2": 11.63, "flags": null, "source_version": "Census SUSB 2022 (NAICS 2017 codes); ACS 2019-2023 PUMS (owner age overlay); Reports 1-3 v2026.1", "naics_version": "2017", "calculation_version": "supply-score-v1", "package_version": "2026.1", "run_date": "2026-10-06" }, { "rank": 4.0, "ranking_status": "ranked", "naics_4": "8111", "official_industry_name": "Automotive Repair and Maintenance", "buyer_school_industry_name": "Auto repair and maintenance", "parent_sector": "Other Services (except Public Administration)", "confidence": "High", "confidence_basis": "min establishments >=3,000 and min employment >=30,000 over 2007-2023", "acquisition_supply_index_model_A": 94.4, "score_B_density_heavy": 94.3, "score_C_count_heavy": 94.6, "score_D_equal": 95.0, "score_E_share_heavy": 94.5, "rank_B_density_heavy": 5.0, "rank_C_count_heavy": 6.0, "rank_D_equal": 2.0, "rank_E_share_heavy": 4.0, "rank_F_zscore_winsorised": 4.0, "rank_range_across_models": 4.0, "stability_class": "stable highest supply quartile", "share_weight_draws_top_quartile": 1.0, "comp_density_pctile": 94.0, "comp_small_firm_share_pctile": 94.7, "comp_small_firm_count_pctile": 94.7, "comp_staffed_small_firm_count_pctile": 96.7, "buyable_business_density_per_10000_employees": 1492.4, "small_firm_share_under_20_pct": 95.94, "staffed_small_firm_share_5_to_99_pct": 33.79, "firms_2022": 149164.0, "firms_under_5": 98049.0, "firms_5_to_19": 45056.0, "firms_20_to_99": 5351.0, "firms_under_20": 143105.0, "firms_5_to_99": 50407.0, "establishments_2022": 167884.0, "employment_2022": 958913.0, "employees_per_firm_2022": 6.4, "owner_share_65plus_pct_report3": 10.94, "owner_share_55plus_pct_report3": 39.07, "owner_age_basis": "exact ACS group", "owner_acs_groups": "8111Z;811192", "recession_resistance_rank_report1": 68.0, "durability_rank_report2": 72.0, "establishment_exit_rate_2014_2023_pct_report2": 8.39, "flags": null, "source_version": "Census SUSB 2022 (NAICS 2017 codes); ACS 2019-2023 PUMS (owner age overlay); Reports 1-3 v2026.1", "naics_version": "2017", "calculation_version": "supply-score-v1", "package_version": "2026.1", "run_date": "2026-10-06" }, { "rank": 5.0, "ranking_status": "ranked", "naics_4": "5411", "official_industry_name": "Legal Services", "buyer_school_industry_name": "Law firms", "parent_sector": "Professional, Scientific, and Technical Services", "confidence": "High", "confidence_basis": "min establishments >=3,000 and min employment >=30,000 over 2007-2023", "acquisition_supply_index_model_A": 93.6, "score_B_density_heavy": 92.6, "score_C_count_heavy": 95.2, "score_D_equal": 93.9, "score_E_share_heavy": 92.8, "rank_B_density_heavy": 7.0, "rank_C_count_heavy": 4.0, "rank_D_equal": 4.0, "rank_E_share_heavy": 7.0, "rank_F_zscore_winsorised": 7.0, "rank_range_across_models": 3.0, "stability_class": "stable highest supply quartile", "share_weight_draws_top_quartile": 1.0, "comp_density_pctile": 91.4, "comp_small_firm_share_pctile": 92.1, "comp_small_firm_count_pctile": 96.7, "comp_staffed_small_firm_count_pctile": 95.4, "buyable_business_density_per_10000_employees": 1352.4, "small_firm_share_under_20_pct": 95.1, "staffed_small_firm_share_5_to_99_pct": 25.31, "firms_2022": 168306.0, "firms_under_5": 124861.0, "firms_5_to_19": 35203.0, "firms_20_to_99": 7396.0, "firms_under_20": 160064.0, "firms_5_to_99": 42599.0, "establishments_2022": 181941.0, "employment_2022": 1183593.0, "employees_per_firm_2022": 7.0, "owner_share_65plus_pct_report3": 21.21, "owner_share_55plus_pct_report3": 47.01, "owner_age_basis": "exact ACS group", "owner_acs_groups": "5411", "recession_resistance_rank_report1": 38.0, "durability_rank_report2": 41.0, "establishment_exit_rate_2014_2023_pct_report2": 8.17, "flags": null, "source_version": "Census SUSB 2022 (NAICS 2017 codes); 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