{
  "companies": [
    {
      "id": 1,
      "company_name": "Bins-Dach Group",
      "sector": "industrial",
      "base_revenue": 193.97,
      "cogs_ratio": 0.44
    },
    {
      "id": 2,
      "company_name": "Steuber LLC",
      "sector": "industrial",
      "base_revenue": 154.07,
      "cogs_ratio": 0.49
    },
    {
      "id": 3,
      "company_name": "Roberts, Kiehn and McLaughlin",
      "sector": "consumer",
      "base_revenue": 77.57,
      "cogs_ratio": 0.54
    },
    {
      "id": 4,
      "company_name": "Koelpin, Prohaska and Green",
      "sector": "consumer",
      "base_revenue": 59.71,
      "cogs_ratio": 0.59
    },
    {
      "id": 5,
      "company_name": "Gerlach - Pollich",
      "sector": "consumer",
      "base_revenue": 98.65,
      "cogs_ratio": 0.64
    },
    {
      "id": 6,
      "company_name": "Jaskolski - Lowe",
      "sector": "industrial",
      "base_revenue": 63.28,
      "cogs_ratio": 0.69
    },
    {
      "id": 7,
      "company_name": "Waelchi Inc",
      "sector": "healthcare",
      "base_revenue": 154.94,
      "cogs_ratio": 0.74
    },
    {
      "id": 8,
      "company_name": "Shanahan LLC",
      "sector": "technology",
      "base_revenue": 97.58,
      "cogs_ratio": 0.79
    }
  ],
  "periods": [
    {
      "id": 1,
      "ledger_set": "quarters",
      "period_label": "2022 Q1",
      "period_end": "2022-03-31",
      "seasonal_index": 0.94,
      "growth_index": 1
    },
    {
      "id": 2,
      "ledger_set": "quarters",
      "period_label": "2022 Q2",
      "period_end": "2022-06-30",
      "seasonal_index": 1,
      "growth_index": 1.015
    },
    {
      "id": 3,
      "ledger_set": "quarters",
      "period_label": "2022 Q3",
      "period_end": "2022-09-30",
      "seasonal_index": 0.97,
      "growth_index": 1.03
    },
    {
      "id": 4,
      "ledger_set": "quarters",
      "period_label": "2022 Q4",
      "period_end": "2022-12-31",
      "seasonal_index": 1.12,
      "growth_index": 1.045
    },
    {
      "id": 5,
      "ledger_set": "quarters",
      "period_label": "2023 Q1",
      "period_end": "2023-03-31",
      "seasonal_index": 0.94,
      "growth_index": 1.06
    },
    {
      "id": 6,
      "ledger_set": "quarters",
      "period_label": "2023 Q2",
      "period_end": "2023-06-30",
      "seasonal_index": 1,
      "growth_index": 1.075
    },
    {
      "id": 7,
      "ledger_set": "quarters",
      "period_label": "2023 Q3",
      "period_end": "2023-09-30",
      "seasonal_index": 0.97,
      "growth_index": 1.09
    },
    {
      "id": 8,
      "ledger_set": "quarters",
      "period_label": "2023 Q4",
      "period_end": "2023-12-31",
      "seasonal_index": 1.12,
      "growth_index": 1.105
    },
    {
      "id": 9,
      "ledger_set": "quarters",
      "period_label": "2024 Q1",
      "period_end": "2024-03-31",
      "seasonal_index": 0.94,
      "growth_index": 1.12
    },
    {
      "id": 10,
      "ledger_set": "quarters",
      "period_label": "2024 Q2",
      "period_end": "2024-06-30",
      "seasonal_index": 1,
      "growth_index": 1.135
    },
    {
      "id": 11,
      "ledger_set": "quarters",
      "period_label": "2024 Q3",
      "period_end": "2024-09-30",
      "seasonal_index": 0.97,
      "growth_index": 1.15
    },
    {
      "id": 12,
      "ledger_set": "quarters",
      "period_label": "2024 Q4",
      "period_end": "2024-12-31",
      "seasonal_index": 1.12,
      "growth_index": 1.165
    }
  ],
  "income_statements": [
    {
      "company_id": 1,
      "period_id": 3,
      "statement_no": 1,
      "underlying_revenue": 199.79,
      "seasonal_revenue": 193.8,
      "demand_noise": 1.015,
      "revenue": 196.71,
      "cogs_noise": 0.981,
      "cogs_ratio_applied": 0.432,
      "cost_of_sales": 84.98,
      "gross_profit": 111.73,
      "selling_share": 0.102,
      "development_share": 0.057,
      "admin_share": 0.075,
      "selling_expense": 20.06,
      "development_expense": 11.21,
      "admin_expense": 14.75,
      "selling_and_development": 31.27,
      "total_opex": 46.02,
      "operating_income": 65.71,
      "interest_share": 0.0089,
      "interest_expense": 1.75,
      "pretax_income": 63.96,
      "tax_rate": 0.26,
      "income_tax": 16.63,
      "net_income": 47.33
    },
    {
      "company_id": 4,
      "period_id": 12,
      "statement_no": 2,
      "underlying_revenue": 69.56,
      "seasonal_revenue": 77.91,
      "demand_noise": 1.01,
      "revenue": 78.69,
      "cogs_noise": 1.001,
      "cogs_ratio_applied": 0.591,
      "cost_of_sales": 46.51,
      "gross_profit": 32.18,
      "selling_share": 0.085,
      "development_share": 0.086,
      "admin_share": 0.073,
      "selling_expense": 6.69,
      "development_expense": 6.77,
      "admin_expense": 5.74,
      "selling_and_development": 13.46,
      "total_opex": 19.2,
      "operating_income": 12.98,
      "interest_share": 0.0047,
      "interest_expense": 0.37,
      "pretax_income": 12.61,
      "tax_rate": 0.251,
      "income_tax": 3.17,
      "net_income": 9.44
    },
    {
      "company_id": 7,
      "period_id": 9,
      "statement_no": 3,
      "underlying_revenue": 173.53,
      "seasonal_revenue": 163.12,
      "demand_noise": 0.976,
      "revenue": 159.21,
      "cogs_noise": 1.003,
      "cogs_ratio_applied": 0.742,
      "cost_of_sales": 118.13,
      "gross_profit": 41.08,
      "selling_share": 0.102,
      "development_share": 0.071,
      "admin_share": 0.052,
      "selling_expense": 16.24,
      "development_expense": 11.3,
      "admin_expense": 8.28,
      "selling_and_development": 27.54,
      "total_opex": 35.82,
      "operating_income": 5.26,
      "interest_share": 0.0077,
      "interest_expense": 1.23,
      "pretax_income": 4.03,
      "tax_rate": 0.242,
      "income_tax": 0.98,
      "net_income": 3.05
    },
    {
      "company_id": 8,
      "period_id": 8,
      "statement_no": 4,
      "underlying_revenue": 107.83,
      "seasonal_revenue": 120.77,
      "demand_noise": 0.991,
      "revenue": 119.68,
      "cogs_noise": 0.993,
      "cogs_ratio_applied": 0.784,
      "cost_of_sales": 93.83,
      "gross_profit": 25.85,
      "selling_share": 0.105,
      "development_share": 0.091,
      "admin_share": 0.062,
      "selling_expense": 12.57,
      "development_expense": 10.89,
      "admin_expense": 7.42,
      "selling_and_development": 23.46,
      "total_opex": 30.88,
      "operating_income": -5.03,
      "interest_share": 0.0159,
      "interest_expense": 1.9,
      "pretax_income": -6.93,
      "tax_rate": 0.267,
      "income_tax": -1.85,
      "net_income": -5.08
    },
    {
      "company_id": 2,
      "period_id": 6,
      "statement_no": 5,
      "underlying_revenue": 165.63,
      "seasonal_revenue": 165.63,
      "demand_noise": 0.975,
      "revenue": 161.49,
      "cogs_noise": 1.013,
      "cogs_ratio_applied": 0.496,
      "cost_of_sales": 80.1,
      "gross_profit": 81.39,
      "selling_share": 0.109,
      "development_share": 0.057,
      "admin_share": 0.05,
      "selling_expense": 17.6,
      "development_expense": 9.2,
      "admin_expense": 8.07,
      "selling_and_development": 26.8,
      "total_opex": 34.87,
      "operating_income": 46.52,
      "interest_share": 0.0127,
      "interest_expense": 2.05,
      "pretax_income": 44.47,
      "tax_rate": 0.239,
      "income_tax": 10.63,
      "net_income": 33.84
    },
    {
      "company_id": 1,
      "period_id": 2,
      "statement_no": 6,
      "underlying_revenue": 196.88,
      "seasonal_revenue": 196.88,
      "demand_noise": 0.988,
      "revenue": 194.52,
      "cogs_noise": 1.026,
      "cogs_ratio_applied": 0.451,
      "cost_of_sales": 87.73,
      "gross_profit": 106.79,
      "selling_share": 0.116,
      "development_share": 0.093,
      "admin_share": 0.052,
      "selling_expense": 22.56,
      "development_expense": 18.09,
      "admin_expense": 10.12,
      "selling_and_development": 40.65,
      "total_opex": 50.77,
      "operating_income": 56.02,
      "interest_share": 0.0061,
      "interest_expense": 1.19,
      "pretax_income": 54.83,
      "tax_rate": 0.239,
      "income_tax": 13.1,
      "net_income": 41.73
    },
    {
      "company_id": 6,
      "period_id": 4,
      "statement_no": 7,
      "underlying_revenue": 66.13,
      "seasonal_revenue": 74.07,
      "demand_noise": 1.008,
      "revenue": 74.66,
      "cogs_noise": 0.995,
      "cogs_ratio_applied": 0.687,
      "cost_of_sales": 51.29,
      "gross_profit": 23.37,
      "selling_share": 0.082,
      "development_share": 0.046,
      "admin_share": 0.061,
      "selling_expense": 6.12,
      "development_expense": 3.43,
      "admin_expense": 4.55,
      "selling_and_development": 9.55,
      "total_opex": 14.1,
      "operating_income": 9.27,
      "interest_share": 0.0075,
      "interest_expense": 0.56,
      "pretax_income": 8.71,
      "tax_rate": 0.239,
      "income_tax": 2.08,
      "net_income": 6.63
    },
    {
      "company_id": 1,
      "period_id": 8,
      "statement_no": 8,
      "underlying_revenue": 214.34,
      "seasonal_revenue": 240.06,
      "demand_noise": 0.992,
      "revenue": 238.14,
      "cogs_noise": 1.012,
      "cogs_ratio_applied": 0.445,
      "cost_of_sales": 105.97,
      "gross_profit": 132.17,
      "selling_share": 0.088,
      "development_share": 0.072,
      "admin_share": 0.052,
      "selling_expense": 20.96,
      "development_expense": 17.15,
      "admin_expense": 12.38,
      "selling_and_development": 38.11,
      "total_opex": 50.49,
      "operating_income": 81.68,
      "interest_share": 0.0127,
      "interest_expense": 3.02,
      "pretax_income": 78.66,
      "tax_rate": 0.185,
      "income_tax": 14.55,
      "net_income": 64.11
    },
    {
      "company_id": 7,
      "period_id": 1,
      "statement_no": 9,
      "underlying_revenue": 154.94,
      "seasonal_revenue": 145.64,
      "demand_noise": 1.001,
      "revenue": 145.79,
      "cogs_noise": 0.995,
      "cogs_ratio_applied": 0.736,
      "cost_of_sales": 107.3,
      "gross_profit": 38.49,
      "selling_share": 0.085,
      "development_share": 0.077,
      "admin_share": 0.083,
      "selling_expense": 12.39,
      "development_expense": 11.23,
      "admin_expense": 12.1,
      "selling_and_development": 23.62,
      "total_opex": 35.72,
      "operating_income": 2.77,
      "interest_share": 0.0128,
      "interest_expense": 1.87,
      "pretax_income": 0.9,
      "tax_rate": 0.253,
      "income_tax": 0.23,
      "net_income": 0.67
    },
    {
      "company_id": 6,
      "period_id": 7,
      "statement_no": 10,
      "underlying_revenue": 68.98,
      "seasonal_revenue": 66.91,
      "demand_noise": 1.017,
      "revenue": 68.05,
      "cogs_noise": 1.004,
      "cogs_ratio_applied": 0.693,
      "cost_of_sales": 47.16,
      "gross_profit": 20.89,
      "selling_share": 0.102,
      "development_share": 0.093,
      "admin_share": 0.078,
      "selling_expense": 6.94,
      "development_expense": 6.33,
      "admin_expense": 5.31,
      "selling_and_development": 13.27,
      "total_opex": 18.58,
      "operating_income": 2.31,
      "interest_share": 0.0197,
      "interest_expense": 1.34,
      "pretax_income": 0.97,
      "tax_rate": 0.224,
      "income_tax": 0.22,
      "net_income": 0.75
    },
    {
      "company_id": 5,
      "period_id": 12,
      "statement_no": 11,
      "underlying_revenue": 114.93,
      "seasonal_revenue": 128.72,
      "demand_noise": 0.993,
      "revenue": 127.82,
      "cogs_noise": 0.976,
      "cogs_ratio_applied": 0.625,
      "cost_of_sales": 79.89,
      "gross_profit": 47.93,
      "selling_share": 0.085,
      "development_share": 0.051,
      "admin_share": 0.076,
      "selling_expense": 10.86,
      "development_expense": 6.52,
      "admin_expense": 9.71,
      "selling_and_development": 17.38,
      "total_opex": 27.09,
      "operating_income": 20.84,
      "interest_share": 0.0171,
      "interest_expense": 2.19,
      "pretax_income": 18.65,
      "tax_rate": 0.262,
      "income_tax": 4.89,
      "net_income": 13.76
    },
    {
      "company_id": 3,
      "period_id": 5,
      "statement_no": 12,
      "underlying_revenue": 82.22,
      "seasonal_revenue": 77.29,
      "demand_noise": 0.966,
      "revenue": 74.66,
      "cogs_noise": 1.008,
      "cogs_ratio_applied": 0.544,
      "cost_of_sales": 40.62,
      "gross_profit": 34.04,
      "selling_share": 0.089,
      "development_share": 0.092,
      "admin_share": 0.07,
      "selling_expense": 6.64,
      "development_expense": 6.87,
      "admin_expense": 5.23,
      "selling_and_development": 13.51,
      "total_opex": 18.74,
      "operating_income": 15.3,
      "interest_share": 0.0126,
      "interest_expense": 0.94,
      "pretax_income": 14.36,
      "tax_rate": 0.247,
      "income_tax": 3.55,
      "net_income": 10.81
    },
    {
      "company_id": 5,
      "period_id": 9,
      "statement_no": 13,
      "underlying_revenue": 110.49,
      "seasonal_revenue": 103.86,
      "demand_noise": 0.98,
      "revenue": 101.78,
      "cogs_noise": 0.994,
      "cogs_ratio_applied": 0.636,
      "cost_of_sales": 64.73,
      "gross_profit": 37.05,
      "selling_share": 0.113,
      "development_share": 0.077,
      "admin_share": 0.052,
      "selling_expense": 11.5,
      "development_expense": 7.84,
      "admin_expense": 5.29,
      "selling_and_development": 19.34,
      "total_opex": 24.63,
      "operating_income": 12.42,
      "interest_share": 0.0073,
      "interest_expense": 0.74,
      "pretax_income": 11.68,
      "tax_rate": 0.224,
      "income_tax": 2.62,
      "net_income": 9.06
    },
    {
      "company_id": 1,
      "period_id": 6,
      "statement_no": 14,
      "underlying_revenue": 208.52,
      "seasonal_revenue": 208.52,
      "demand_noise": 1.005,
      "revenue": 209.56,
      "cogs_noise": 0.988,
      "cogs_ratio_applied": 0.435,
      "cost_of_sales": 91.16,
      "gross_profit": 118.4,
      "selling_share": 0.088,
      "development_share": 0.089,
      "admin_share": 0.051,
      "selling_expense": 18.44,
      "development_expense": 18.65,
      "admin_expense": 10.69,
      "selling_and_development": 37.09,
      "total_opex": 47.78,
      "operating_income": 70.62,
      "interest_share": 0.0085,
      "interest_expense": 1.78,
      "pretax_income": 68.84,
      "tax_rate": 0.251,
      "income_tax": 17.28,
      "net_income": 51.56
    },
    {
      "company_id": 7,
      "period_id": 2,
      "statement_no": 15,
      "underlying_revenue": 157.26,
      "seasonal_revenue": 157.26,
      "demand_noise": 1.02,
      "revenue": 160.41,
      "cogs_noise": 0.987,
      "cogs_ratio_applied": 0.73,
      "cost_of_sales": 117.1,
      "gross_profit": 43.31,
      "selling_share": 0.074,
      "development_share": 0.051,
      "admin_share": 0.053,
      "selling_expense": 11.87,
      "development_expense": 8.18,
      "admin_expense": 8.5,
      "selling_and_development": 20.05,
      "total_opex": 28.55,
      "operating_income": 14.76,
      "interest_share": 0.0147,
      "interest_expense": 2.36,
      "pretax_income": 12.4,
      "tax_rate": 0.244,
      "income_tax": 3.03,
      "net_income": 9.37
    },
    {
      "company_id": 8,
      "period_id": 7,
      "statement_no": 16,
      "underlying_revenue": 106.36,
      "seasonal_revenue": 103.17,
      "demand_noise": 0.975,
      "revenue": 100.59,
      "cogs_noise": 0.995,
      "cogs_ratio_applied": 0.786,
      "cost_of_sales": 79.06,
      "gross_profit": 21.53,
      "selling_share": 0.084,
      "development_share": 0.096,
      "admin_share": 0.087,
      "selling_expense": 8.45,
      "development_expense": 9.66,
      "admin_expense": 8.75,
      "selling_and_development": 18.11,
      "total_opex": 26.86,
      "operating_income": -5.33,
      "interest_share": 0.018,
      "interest_expense": 1.81,
      "pretax_income": -7.14,
      "tax_rate": 0.247,
      "income_tax": -1.76,
      "net_income": -5.38
    },
    {
      "company_id": 6,
      "period_id": 1,
      "statement_no": 17,
      "underlying_revenue": 63.28,
      "seasonal_revenue": 59.48,
      "demand_noise": 0.979,
      "revenue": 58.23,
      "cogs_noise": 1.004,
      "cogs_ratio_applied": 0.693,
      "cost_of_sales": 40.35,
      "gross_profit": 17.88,
      "selling_share": 0.074,
      "development_share": 0.055,
      "admin_share": 0.067,
      "selling_expense": 4.31,
      "development_expense": 3.2,
      "admin_expense": 3.9,
      "selling_and_development": 7.51,
      "total_opex": 11.41,
      "operating_income": 6.47,
      "interest_share": 0.017,
      "interest_expense": 0.99,
      "pretax_income": 5.48,
      "tax_rate": 0.258,
      "income_tax": 1.41,
      "net_income": 4.07
    },
    {
      "company_id": 6,
      "period_id": 10,
      "statement_no": 18,
      "underlying_revenue": 71.82,
      "seasonal_revenue": 71.82,
      "demand_noise": 1.014,
      "revenue": 72.83,
      "cogs_noise": 0.983,
      "cogs_ratio_applied": 0.678,
      "cost_of_sales": 49.38,
      "gross_profit": 23.45,
      "selling_share": 0.086,
      "development_share": 0.046,
      "admin_share": 0.062,
      "selling_expense": 6.26,
      "development_expense": 3.35,
      "admin_expense": 4.52,
      "selling_and_development": 9.61,
      "total_opex": 14.13,
      "operating_income": 9.32,
      "interest_share": 0.0152,
      "interest_expense": 1.11,
      "pretax_income": 8.21,
      "tax_rate": 0.27,
      "income_tax": 2.22,
      "net_income": 5.99
    },
    {
      "company_id": 6,
      "period_id": 12,
      "statement_no": 19,
      "underlying_revenue": 73.72,
      "seasonal_revenue": 82.57,
      "demand_noise": 1.006,
      "revenue": 83.07,
      "cogs_noise": 0.986,
      "cogs_ratio_applied": 0.68,
      "cost_of_sales": 56.49,
      "gross_profit": 26.58,
      "selling_share": 0.103,
      "development_share": 0.093,
      "admin_share": 0.074,
      "selling_expense": 8.56,
      "development_expense": 7.73,
      "admin_expense": 6.15,
      "selling_and_development": 16.29,
      "total_opex": 22.44,
      "operating_income": 4.14,
      "interest_share": 0.0076,
      "interest_expense": 0.63,
      "pretax_income": 3.51,
      "tax_rate": 0.236,
      "income_tax": 0.83,
      "net_income": 2.68
    },
    {
      "company_id": 6,
      "period_id": 2,
      "statement_no": 20,
      "underlying_revenue": 64.23,
      "seasonal_revenue": 64.23,
      "demand_noise": 1.006,
      "revenue": 64.62,
      "cogs_noise": 0.991,
      "cogs_ratio_applied": 0.684,
      "cost_of_sales": 44.2,
      "gross_profit": 20.42,
      "selling_share": 0.077,
      "development_share": 0.049,
      "admin_share": 0.063,
      "selling_expense": 4.98,
      "development_expense": 3.17,
      "admin_expense": 4.07,
      "selling_and_development": 8.15,
      "total_opex": 12.22,
      "operating_income": 8.2,
      "interest_share": 0.015,
      "interest_expense": 0.97,
      "pretax_income": 7.23,
      "tax_rate": 0.195,
      "income_tax": 1.41,
      "net_income": 5.82
    },
    {
      "company_id": 8,
      "period_id": 9,
      "statement_no": 21,
      "underlying_revenue": 109.29,
      "seasonal_revenue": 102.73,
      "demand_noise": 0.992,
      "revenue": 101.91,
      "cogs_noise": 1.012,
      "cogs_ratio_applied": 0.799,
      "cost_of_sales": 81.43,
      "gross_profit": 20.48,
      "selling_share": 0.08,
      "development_share": 0.05,
      "admin_share": 0.068,
      "selling_expense": 8.15,
      "development_expense": 5.1,
      "admin_expense": 6.93,
      "selling_and_development": 13.25,
      "total_opex": 20.18,
      "operating_income": 0.3,
      "interest_share": 0.0188,
      "interest_expense": 1.92,
      "pretax_income": -1.62,
      "tax_rate": 0.213,
      "income_tax": -0.35,
      "net_income": -1.27
    },
    {
      "company_id": 5,
      "period_id": 7,
      "statement_no": 22,
      "underlying_revenue": 107.53,
      "seasonal_revenue": 104.3,
      "demand_noise": 1.018,
      "revenue": 106.18,
      "cogs_noise": 0.983,
      "cogs_ratio_applied": 0.629,
      "cost_of_sales": 66.79,
      "gross_profit": 39.39,
      "selling_share": 0.086,
      "development_share": 0.096,
      "admin_share": 0.075,
      "selling_expense": 9.13,
      "development_expense": 10.19,
      "admin_expense": 7.96,
      "selling_and_development": 19.32,
      "total_opex": 27.28,
      "operating_income": 12.11,
      "interest_share": 0.0152,
      "interest_expense": 1.61,
      "pretax_income": 10.5,
      "tax_rate": 0.202,
      "income_tax": 2.12,
      "net_income": 8.38
    },
    {
      "company_id": 1,
      "period_id": 10,
      "statement_no": 23,
      "underlying_revenue": 220.16,
      "seasonal_revenue": 220.16,
      "demand_noise": 0.999,
      "revenue": 219.94,
      "cogs_noise": 0.993,
      "cogs_ratio_applied": 0.437,
      "cost_of_sales": 96.11,
      "gross_profit": 123.83,
      "selling_share": 0.109,
      "development_share": 0.064,
      "admin_share": 0.075,
      "selling_expense": 23.97,
      "development_expense": 14.08,
      "admin_expense": 16.5,
      "selling_and_development": 38.05,
      "total_opex": 54.55,
      "operating_income": 69.28,
      "interest_share": 0.0161,
      "interest_expense": 3.54,
      "pretax_income": 65.74,
      "tax_rate": 0.216,
      "income_tax": 14.2,
      "net_income": 51.54
    },
    {
      "company_id": 6,
      "period_id": 9,
      "statement_no": 24,
      "underlying_revenue": 70.87,
      "seasonal_revenue": 66.62,
      "demand_noise": 0.991,
      "revenue": 66.02,
      "cogs_noise": 0.998,
      "cogs_ratio_applied": 0.689,
      "cost_of_sales": 45.49,
      "gross_profit": 20.53,
      "selling_share": 0.085,
      "development_share": 0.064,
      "admin_share": 0.087,
      "selling_expense": 5.61,
      "development_expense": 4.23,
      "admin_expense": 5.74,
      "selling_and_development": 9.84,
      "total_opex": 15.58,
      "operating_income": 4.95,
      "interest_share": 0.0128,
      "interest_expense": 0.85,
      "pretax_income": 4.1,
      "tax_rate": 0.251,
      "income_tax": 1.03,
      "net_income": 3.07
    },
    {
      "company_id": 4,
      "period_id": 4,
      "statement_no": 25,
      "underlying_revenue": 62.4,
      "seasonal_revenue": 69.89,
      "demand_noise": 1.005,
      "revenue": 70.24,
      "cogs_noise": 0.996,
      "cogs_ratio_applied": 0.588,
      "cost_of_sales": 41.3,
      "gross_profit": 28.94,
      "selling_share": 0.103,
      "development_share": 0.073,
      "admin_share": 0.061,
      "selling_expense": 7.23,
      "development_expense": 5.13,
      "admin_expense": 4.28,
      "selling_and_development": 12.36,
      "total_opex": 16.64,
      "operating_income": 12.3,
      "interest_share": 0.0179,
      "interest_expense": 1.26,
      "pretax_income": 11.04,
      "tax_rate": 0.196,
      "income_tax": 2.16,
      "net_income": 8.88
    },
    {
      "company_id": 2,
      "period_id": 5,
      "statement_no": 26,
      "underlying_revenue": 163.31,
      "seasonal_revenue": 153.51,
      "demand_noise": 1.011,
      "revenue": 155.2,
      "cogs_noise": 0.998,
      "cogs_ratio_applied": 0.489,
      "cost_of_sales": 75.89,
      "gross_profit": 79.31,
      "selling_share": 0.096,
      "development_share": 0.081,
      "admin_share": 0.08,
      "selling_expense": 14.9,
      "development_expense": 12.57,
      "admin_expense": 12.42,
      "selling_and_development": 27.47,
      "total_opex": 39.89,
      "operating_income": 39.42,
      "interest_share": 0.0086,
      "interest_expense": 1.33,
      "pretax_income": 38.09,
      "tax_rate": 0.192,
      "income_tax": 7.31,
      "net_income": 30.78
    },
    {
      "company_id": 6,
      "period_id": 5,
      "statement_no": 27,
      "underlying_revenue": 67.08,
      "seasonal_revenue": 63.06,
      "demand_noise": 1.011,
      "revenue": 63.75,
      "cogs_noise": 0.999,
      "cogs_ratio_applied": 0.689,
      "cost_of_sales": 43.92,
      "gross_profit": 19.83,
      "selling_share": 0.096,
      "development_share": 0.061,
      "admin_share": 0.063,
      "selling_expense": 6.12,
      "development_expense": 3.89,
      "admin_expense": 4.02,
      "selling_and_development": 10.01,
      "total_opex": 14.03,
      "operating_income": 5.8,
      "interest_share": 0.0087,
      "interest_expense": 0.55,
      "pretax_income": 5.25,
      "tax_rate": 0.205,
      "income_tax": 1.08,
      "net_income": 4.17
    },
    {
      "company_id": 4,
      "period_id": 1,
      "statement_no": 28,
      "underlying_revenue": 59.71,
      "seasonal_revenue": 56.13,
      "demand_noise": 0.991,
      "revenue": 55.62,
      "cogs_noise": 0.993,
      "cogs_ratio_applied": 0.586,
      "cost_of_sales": 32.59,
      "gross_profit": 23.03,
      "selling_share": 0.07,
      "development_share": 0.084,
      "admin_share": 0.082,
      "selling_expense": 3.89,
      "development_expense": 4.67,
      "admin_expense": 4.56,
      "selling_and_development": 8.56,
      "total_opex": 13.12,
      "operating_income": 9.91,
      "interest_share": 0.0146,
      "interest_expense": 0.81,
      "pretax_income": 9.1,
      "tax_rate": 0.231,
      "income_tax": 2.1,
      "net_income": 7
    },
    {
      "company_id": 8,
      "period_id": 2,
      "statement_no": 29,
      "underlying_revenue": 99.04,
      "seasonal_revenue": 99.04,
      "demand_noise": 0.989,
      "revenue": 97.95,
      "cogs_noise": 0.996,
      "cogs_ratio_applied": 0.787,
      "cost_of_sales": 77.09,
      "gross_profit": 20.86,
      "selling_share": 0.078,
      "development_share": 0.042,
      "admin_share": 0.065,
      "selling_expense": 7.64,
      "development_expense": 4.11,
      "admin_expense": 6.37,
      "selling_and_development": 11.75,
      "total_opex": 18.12,
      "operating_income": 2.74,
      "interest_share": 0.0189,
      "interest_expense": 1.85,
      "pretax_income": 0.89,
      "tax_rate": 0.266,
      "income_tax": 0.24,
      "net_income": 0.65
    },
    {
      "company_id": 2,
      "period_id": 4,
      "statement_no": 30,
      "underlying_revenue": 161,
      "seasonal_revenue": 180.32,
      "demand_noise": 1.008,
      "revenue": 181.76,
      "cogs_noise": 1.005,
      "cogs_ratio_applied": 0.492,
      "cost_of_sales": 89.43,
      "gross_profit": 92.33,
      "selling_share": 0.077,
      "development_share": 0.092,
      "admin_share": 0.052,
      "selling_expense": 14,
      "development_expense": 16.72,
      "admin_expense": 9.45,
      "selling_and_development": 30.72,
      "total_opex": 40.17,
      "operating_income": 52.16,
      "interest_share": 0.0119,
      "interest_expense": 2.16,
      "pretax_income": 50,
      "tax_rate": 0.229,
      "income_tax": 11.45,
      "net_income": 38.55
    },
    {
      "company_id": 6,
      "period_id": 6,
      "statement_no": 31,
      "underlying_revenue": 68.03,
      "seasonal_revenue": 68.03,
      "demand_noise": 0.996,
      "revenue": 67.76,
      "cogs_noise": 1.002,
      "cogs_ratio_applied": 0.691,
      "cost_of_sales": 46.82,
      "gross_profit": 20.94,
      "selling_share": 0.096,
      "development_share": 0.046,
      "admin_share": 0.065,
      "selling_expense": 6.5,
      "development_expense": 3.12,
      "admin_expense": 4.4,
      "selling_and_development": 9.62,
      "total_opex": 14.02,
      "operating_income": 6.92,
      "interest_share": 0.0173,
      "interest_expense": 1.17,
      "pretax_income": 5.75,
      "tax_rate": 0.181,
      "income_tax": 1.04,
      "net_income": 4.71
    },
    {
      "company_id": 1,
      "period_id": 1,
      "statement_no": 32,
      "underlying_revenue": 193.97,
      "seasonal_revenue": 182.33,
      "demand_noise": 1.026,
      "revenue": 187.07,
      "cogs_noise": 1.009,
      "cogs_ratio_applied": 0.444,
      "cost_of_sales": 83.06,
      "gross_profit": 104.01,
      "selling_share": 0.11,
      "development_share": 0.087,
      "admin_share": 0.069,
      "selling_expense": 20.58,
      "development_expense": 16.28,
      "admin_expense": 12.91,
      "selling_and_development": 36.86,
      "total_opex": 49.77,
      "operating_income": 54.24,
      "interest_share": 0.0109,
      "interest_expense": 2.04,
      "pretax_income": 52.2,
      "tax_rate": 0.215,
      "income_tax": 11.22,
      "net_income": 40.98
    },
    {
      "company_id": 4,
      "period_id": 9,
      "statement_no": 33,
      "underlying_revenue": 66.88,
      "seasonal_revenue": 62.87,
      "demand_noise": 0.985,
      "revenue": 61.93,
      "cogs_noise": 0.989,
      "cogs_ratio_applied": 0.584,
      "cost_of_sales": 36.17,
      "gross_profit": 25.76,
      "selling_share": 0.104,
      "development_share": 0.074,
      "admin_share": 0.071,
      "selling_expense": 6.44,
      "development_expense": 4.58,
      "admin_expense": 4.4,
      "selling_and_development": 11.02,
      "total_opex": 15.42,
      "operating_income": 10.34,
      "interest_share": 0.0153,
      "interest_expense": 0.95,
      "pretax_income": 9.39,
      "tax_rate": 0.189,
      "income_tax": 1.77,
      "net_income": 7.62
    },
    {
      "company_id": 1,
      "period_id": 9,
      "statement_no": 34,
      "underlying_revenue": 217.25,
      "seasonal_revenue": 204.21,
      "demand_noise": 1.025,
      "revenue": 209.32,
      "cogs_noise": 1.012,
      "cogs_ratio_applied": 0.445,
      "cost_of_sales": 93.15,
      "gross_profit": 116.17,
      "selling_share": 0.119,
      "development_share": 0.094,
      "admin_share": 0.077,
      "selling_expense": 24.91,
      "development_expense": 19.68,
      "admin_expense": 16.12,
      "selling_and_development": 44.59,
      "total_opex": 60.71,
      "operating_income": 55.46,
      "interest_share": 0.0076,
      "interest_expense": 1.59,
      "pretax_income": 53.87,
      "tax_rate": 0.24,
      "income_tax": 12.93,
      "net_income": 40.94
    },
    {
      "company_id": 5,
      "period_id": 10,
      "statement_no": 35,
      "underlying_revenue": 111.97,
      "seasonal_revenue": 111.97,
      "demand_noise": 1.018,
      "revenue": 113.99,
      "cogs_noise": 0.997,
      "cogs_ratio_applied": 0.638,
      "cost_of_sales": 72.73,
      "gross_profit": 41.26,
      "selling_share": 0.091,
      "development_share": 0.065,
      "admin_share": 0.079,
      "selling_expense": 10.37,
      "development_expense": 7.41,
      "admin_expense": 9.01,
      "selling_and_development": 17.78,
      "total_opex": 26.79,
      "operating_income": 14.47,
      "interest_share": 0.0149,
      "interest_expense": 1.7,
      "pretax_income": 12.77,
      "tax_rate": 0.263,
      "income_tax": 3.36,
      "net_income": 9.41
    },
    {
      "company_id": 7,
      "period_id": 11,
      "statement_no": 36,
      "underlying_revenue": 178.18,
      "seasonal_revenue": 172.83,
      "demand_noise": 1.003,
      "revenue": 173.35,
      "cogs_noise": 0.986,
      "cogs_ratio_applied": 0.73,
      "cost_of_sales": 126.55,
      "gross_profit": 46.8,
      "selling_share": 0.096,
      "development_share": 0.098,
      "admin_share": 0.064,
      "selling_expense": 16.64,
      "development_expense": 16.99,
      "admin_expense": 11.09,
      "selling_and_development": 33.63,
      "total_opex": 44.72,
      "operating_income": 2.08,
      "interest_share": 0.0076,
      "interest_expense": 1.32,
      "pretax_income": 0.76,
      "tax_rate": 0.266,
      "income_tax": 0.2,
      "net_income": 0.56
    },
    {
      "company_id": 5,
      "period_id": 8,
      "statement_no": 37,
      "underlying_revenue": 109.01,
      "seasonal_revenue": 122.09,
      "demand_noise": 1.043,
      "revenue": 127.34,
      "cogs_noise": 1.004,
      "cogs_ratio_applied": 0.643,
      "cost_of_sales": 81.88,
      "gross_profit": 45.46,
      "selling_share": 0.107,
      "development_share": 0.082,
      "admin_share": 0.061,
      "selling_expense": 13.63,
      "development_expense": 10.44,
      "admin_expense": 7.77,
      "selling_and_development": 24.07,
      "total_opex": 31.84,
      "operating_income": 13.62,
      "interest_share": 0.0171,
      "interest_expense": 2.18,
      "pretax_income": 11.44,
      "tax_rate": 0.213,
      "income_tax": 2.44,
      "net_income": 9
    },
    {
      "company_id": 8,
      "period_id": 3,
      "statement_no": 38,
      "underlying_revenue": 100.51,
      "seasonal_revenue": 97.49,
      "demand_noise": 1.001,
      "revenue": 97.59,
      "cogs_noise": 0.996,
      "cogs_ratio_applied": 0.787,
      "cost_of_sales": 76.8,
      "gross_profit": 20.79,
      "selling_share": 0.113,
      "development_share": 0.055,
      "admin_share": 0.064,
      "selling_expense": 11.03,
      "development_expense": 5.37,
      "admin_expense": 6.25,
      "selling_and_development": 16.4,
      "total_opex": 22.65,
      "operating_income": -1.86,
      "interest_share": 0.006,
      "interest_expense": 0.59,
      "pretax_income": -2.45,
      "tax_rate": 0.192,
      "income_tax": -0.47,
      "net_income": -1.98
    },
    {
      "company_id": 8,
      "period_id": 1,
      "statement_no": 39,
      "underlying_revenue": 97.58,
      "seasonal_revenue": 91.73,
      "demand_noise": 0.998,
      "revenue": 91.55,
      "cogs_noise": 0.99,
      "cogs_ratio_applied": 0.782,
      "cost_of_sales": 71.59,
      "gross_profit": 19.96,
      "selling_share": 0.113,
      "development_share": 0.082,
      "admin_share": 0.065,
      "selling_expense": 10.35,
      "development_expense": 7.51,
      "admin_expense": 5.95,
      "selling_and_development": 17.86,
      "total_opex": 23.81,
      "operating_income": -3.85,
      "interest_share": 0.0149,
      "interest_expense": 1.36,
      "pretax_income": -5.21,
      "tax_rate": 0.206,
      "income_tax": -1.07,
      "net_income": -4.14
    },
    {
      "company_id": 3,
      "period_id": 3,
      "statement_no": 40,
      "underlying_revenue": 79.9,
      "seasonal_revenue": 77.5,
      "demand_noise": 0.981,
      "revenue": 76.03,
      "cogs_noise": 0.986,
      "cogs_ratio_applied": 0.532,
      "cost_of_sales": 40.45,
      "gross_profit": 35.58,
      "selling_share": 0.106,
      "development_share": 0.069,
      "admin_share": 0.085,
      "selling_expense": 8.06,
      "development_expense": 5.25,
      "admin_expense": 6.46,
      "selling_and_development": 13.31,
      "total_opex": 19.77,
      "operating_income": 15.81,
      "interest_share": 0.0188,
      "interest_expense": 1.43,
      "pretax_income": 14.38,
      "tax_rate": 0.254,
      "income_tax": 3.65,
      "net_income": 10.73
    },
    {
      "company_id": 3,
      "period_id": 12,
      "statement_no": 41,
      "underlying_revenue": 90.37,
      "seasonal_revenue": 101.21,
      "demand_noise": 1.013,
      "revenue": 102.53,
      "cogs_noise": 1.004,
      "cogs_ratio_applied": 0.542,
      "cost_of_sales": 55.57,
      "gross_profit": 46.96,
      "selling_share": 0.091,
      "development_share": 0.076,
      "admin_share": 0.081,
      "selling_expense": 9.33,
      "development_expense": 7.79,
      "admin_expense": 8.3,
      "selling_and_development": 17.12,
      "total_opex": 25.42,
      "operating_income": 21.54,
      "interest_share": 0.0178,
      "interest_expense": 1.83,
      "pretax_income": 19.71,
      "tax_rate": 0.26,
      "income_tax": 5.12,
      "net_income": 14.59
    },
    {
      "company_id": 7,
      "period_id": 8,
      "statement_no": 42,
      "underlying_revenue": 171.21,
      "seasonal_revenue": 191.76,
      "demand_noise": 0.997,
      "revenue": 191.18,
      "cogs_noise": 1.011,
      "cogs_ratio_applied": 0.748,
      "cost_of_sales": 143,
      "gross_profit": 48.18,
      "selling_share": 0.094,
      "development_share": 0.053,
      "admin_share": 0.077,
      "selling_expense": 17.97,
      "development_expense": 10.13,
      "admin_expense": 14.72,
      "selling_and_development": 28.1,
      "total_opex": 42.82,
      "operating_income": 5.36,
      "interest_share": 0.0084,
      "interest_expense": 1.61,
      "pretax_income": 3.75,
      "tax_rate": 0.198,
      "income_tax": 0.74,
      "net_income": 3.01
    },
    {
      "company_id": 8,
      "period_id": 12,
      "statement_no": 43,
      "underlying_revenue": 113.68,
      "seasonal_revenue": 127.32,
      "demand_noise": 0.99,
      "revenue": 126.05,
      "cogs_noise": 0.995,
      "cogs_ratio_applied": 0.786,
      "cost_of_sales": 99.08,
      "gross_profit": 26.97,
      "selling_share": 0.073,
      "development_share": 0.053,
      "admin_share": 0.086,
      "selling_expense": 9.2,
      "development_expense": 6.68,
      "admin_expense": 10.84,
      "selling_and_development": 15.88,
      "total_opex": 26.72,
      "operating_income": 0.25,
      "interest_share": 0.0107,
      "interest_expense": 1.35,
      "pretax_income": -1.1,
      "tax_rate": 0.185,
      "income_tax": -0.2,
      "net_income": -0.9
    },
    {
      "company_id": 3,
      "period_id": 9,
      "statement_no": 44,
      "underlying_revenue": 86.88,
      "seasonal_revenue": 81.67,
      "demand_noise": 0.963,
      "revenue": 78.65,
      "cogs_noise": 1,
      "cogs_ratio_applied": 0.54,
      "cost_of_sales": 42.47,
      "gross_profit": 36.18,
      "selling_share": 0.085,
      "development_share": 0.074,
      "admin_share": 0.071,
      "selling_expense": 6.69,
      "development_expense": 5.82,
      "admin_expense": 5.58,
      "selling_and_development": 12.51,
      "total_opex": 18.09,
      "operating_income": 18.09,
      "interest_share": 0.0194,
      "interest_expense": 1.53,
      "pretax_income": 16.56,
      "tax_rate": 0.264,
      "income_tax": 4.37,
      "net_income": 12.19
    },
    {
      "company_id": 4,
      "period_id": 8,
      "statement_no": 45,
      "underlying_revenue": 65.98,
      "seasonal_revenue": 73.9,
      "demand_noise": 0.973,
      "revenue": 71.9,
      "cogs_noise": 0.994,
      "cogs_ratio_applied": 0.586,
      "cost_of_sales": 42.13,
      "gross_profit": 29.77,
      "selling_share": 0.097,
      "development_share": 0.057,
      "admin_share": 0.061,
      "selling_expense": 6.97,
      "development_expense": 4.1,
      "admin_expense": 4.39,
      "selling_and_development": 11.07,
      "total_opex": 15.46,
      "operating_income": 14.31,
      "interest_share": 0.0081,
      "interest_expense": 0.58,
      "pretax_income": 13.73,
      "tax_rate": 0.181,
      "income_tax": 2.49,
      "net_income": 11.24
    },
    {
      "company_id": 4,
      "period_id": 5,
      "statement_no": 46,
      "underlying_revenue": 63.29,
      "seasonal_revenue": 59.49,
      "demand_noise": 0.981,
      "revenue": 58.36,
      "cogs_noise": 0.987,
      "cogs_ratio_applied": 0.582,
      "cost_of_sales": 33.97,
      "gross_profit": 24.39,
      "selling_share": 0.075,
      "development_share": 0.091,
      "admin_share": 0.083,
      "selling_expense": 4.38,
      "development_expense": 5.31,
      "admin_expense": 4.84,
      "selling_and_development": 9.69,
      "total_opex": 14.53,
      "operating_income": 9.86,
      "interest_share": 0.0163,
      "interest_expense": 0.95,
      "pretax_income": 8.91,
      "tax_rate": 0.268,
      "income_tax": 2.39,
      "net_income": 6.52
    },
    {
      "company_id": 2,
      "period_id": 3,
      "statement_no": 47,
      "underlying_revenue": 158.69,
      "seasonal_revenue": 153.93,
      "demand_noise": 1.009,
      "revenue": 155.32,
      "cogs_noise": 0.984,
      "cogs_ratio_applied": 0.482,
      "cost_of_sales": 74.86,
      "gross_profit": 80.46,
      "selling_share": 0.084,
      "development_share": 0.057,
      "admin_share": 0.075,
      "selling_expense": 13.05,
      "development_expense": 8.85,
      "admin_expense": 11.65,
      "selling_and_development": 21.9,
      "total_opex": 33.55,
      "operating_income": 46.91,
      "interest_share": 0.0099,
      "interest_expense": 1.54,
      "pretax_income": 45.37,
      "tax_rate": 0.223,
      "income_tax": 10.12,
      "net_income": 35.25
    },
    {
      "company_id": 1,
      "period_id": 11,
      "statement_no": 48,
      "underlying_revenue": 223.07,
      "seasonal_revenue": 216.38,
      "demand_noise": 0.984,
      "revenue": 212.92,
      "cogs_noise": 0.999,
      "cogs_ratio_applied": 0.44,
      "cost_of_sales": 93.68,
      "gross_profit": 119.24,
      "selling_share": 0.118,
      "development_share": 0.094,
      "admin_share": 0.056,
      "selling_expense": 25.12,
      "development_expense": 20.01,
      "admin_expense": 11.92,
      "selling_and_development": 45.13,
      "total_opex": 57.05,
      "operating_income": 62.19,
      "interest_share": 0.0167,
      "interest_expense": 3.56,
      "pretax_income": 58.63,
      "tax_rate": 0.257,
      "income_tax": 15.07,
      "net_income": 43.56
    },
    {
      "company_id": 5,
      "period_id": 6,
      "statement_no": 49,
      "underlying_revenue": 106.05,
      "seasonal_revenue": 106.05,
      "demand_noise": 1.012,
      "revenue": 107.32,
      "cogs_noise": 1.009,
      "cogs_ratio_applied": 0.646,
      "cost_of_sales": 69.33,
      "gross_profit": 37.99,
      "selling_share": 0.07,
      "development_share": 0.072,
      "admin_share": 0.083,
      "selling_expense": 7.51,
      "development_expense": 7.73,
      "admin_expense": 8.91,
      "selling_and_development": 15.24,
      "total_opex": 24.15,
      "operating_income": 13.84,
      "interest_share": 0.02,
      "interest_expense": 2.15,
      "pretax_income": 11.69,
      "tax_rate": 0.261,
      "income_tax": 3.05,
      "net_income": 8.64
    },
    {
      "company_id": 1,
      "period_id": 12,
      "statement_no": 50,
      "underlying_revenue": 225.98,
      "seasonal_revenue": 253.1,
      "demand_noise": 1.025,
      "revenue": 259.43,
      "cogs_noise": 1.009,
      "cogs_ratio_applied": 0.444,
      "cost_of_sales": 115.19,
      "gross_profit": 144.24,
      "selling_share": 0.077,
      "development_share": 0.079,
      "admin_share": 0.084,
      "selling_expense": 19.98,
      "development_expense": 20.49,
      "admin_expense": 21.79,
      "selling_and_development": 40.47,
      "total_opex": 62.26,
      "operating_income": 81.98,
      "interest_share": 0.0114,
      "interest_expense": 2.96,
      "pretax_income": 79.02,
      "tax_rate": 0.253,
      "income_tax": 19.99,
      "net_income": 59.03
    },
    {
      "company_id": 7,
      "period_id": 10,
      "statement_no": 51,
      "underlying_revenue": 175.86,
      "seasonal_revenue": 175.86,
      "demand_noise": 0.996,
      "revenue": 175.16,
      "cogs_noise": 1.024,
      "cogs_ratio_applied": 0.758,
      "cost_of_sales": 132.77,
      "gross_profit": 42.39,
      "selling_share": 0.098,
      "development_share": 0.06,
      "admin_share": 0.055,
      "selling_expense": 17.17,
      "development_expense": 10.51,
      "admin_expense": 9.63,
      "selling_and_development": 27.68,
      "total_opex": 37.31,
      "operating_income": 5.08,
      "interest_share": 0.0071,
      "interest_expense": 1.24,
      "pretax_income": 3.84,
      "tax_rate": 0.245,
      "income_tax": 0.94,
      "net_income": 2.9
    },
    {
      "company_id": 3,
      "period_id": 4,
      "statement_no": 52,
      "underlying_revenue": 81.06,
      "seasonal_revenue": 90.79,
      "demand_noise": 0.978,
      "revenue": 88.79,
      "cogs_noise": 1,
      "cogs_ratio_applied": 0.54,
      "cost_of_sales": 47.95,
      "gross_profit": 40.84,
      "selling_share": 0.089,
      "development_share": 0.059,
      "admin_share": 0.089,
      "selling_expense": 7.9,
      "development_expense": 5.24,
      "admin_expense": 7.9,
      "selling_and_development": 13.14,
      "total_opex": 21.04,
      "operating_income": 19.8,
      "interest_share": 0.0073,
      "interest_expense": 0.65,
      "pretax_income": 19.15,
      "tax_rate": 0.232,
      "income_tax": 4.44,
      "net_income": 14.71
    },
    {
      "company_id": 7,
      "period_id": 12,
      "statement_no": 53,
      "underlying_revenue": 180.51,
      "seasonal_revenue": 202.17,
      "demand_noise": 0.993,
      "revenue": 200.75,
      "cogs_noise": 0.998,
      "cogs_ratio_applied": 0.739,
      "cost_of_sales": 148.35,
      "gross_profit": 52.4,
      "selling_share": 0.089,
      "development_share": 0.091,
      "admin_share": 0.052,
      "selling_expense": 17.87,
      "development_expense": 18.27,
      "admin_expense": 10.44,
      "selling_and_development": 36.14,
      "total_opex": 46.58,
      "operating_income": 5.82,
      "interest_share": 0.0107,
      "interest_expense": 2.15,
      "pretax_income": 3.67,
      "tax_rate": 0.202,
      "income_tax": 0.74,
      "net_income": 2.93
    },
    {
      "company_id": 7,
      "period_id": 4,
      "statement_no": 54,
      "underlying_revenue": 161.91,
      "seasonal_revenue": 181.34,
      "demand_noise": 1.002,
      "revenue": 181.7,
      "cogs_noise": 1.002,
      "cogs_ratio_applied": 0.741,
      "cost_of_sales": 134.64,
      "gross_profit": 47.06,
      "selling_share": 0.106,
      "development_share": 0.066,
      "admin_share": 0.067,
      "selling_expense": 19.26,
      "development_expense": 11.99,
      "admin_expense": 12.17,
      "selling_and_development": 31.25,
      "total_opex": 43.42,
      "operating_income": 3.64,
      "interest_share": 0.0162,
      "interest_expense": 2.94,
      "pretax_income": 0.7,
      "tax_rate": 0.235,
      "income_tax": 0.16,
      "net_income": 0.54
    },
    {
      "company_id": 8,
      "period_id": 10,
      "statement_no": 55,
      "underlying_revenue": 110.75,
      "seasonal_revenue": 110.75,
      "demand_noise": 0.984,
      "revenue": 108.98,
      "cogs_noise": 1.014,
      "cogs_ratio_applied": 0.801,
      "cost_of_sales": 87.29,
      "gross_profit": 21.69,
      "selling_share": 0.093,
      "development_share": 0.093,
      "admin_share": 0.078,
      "selling_expense": 10.14,
      "development_expense": 10.14,
      "admin_expense": 8.5,
      "selling_and_development": 20.28,
      "total_opex": 28.78,
      "operating_income": -7.09,
      "interest_share": 0.0189,
      "interest_expense": 2.06,
      "pretax_income": -9.15,
      "tax_rate": 0.203,
      "income_tax": -1.86,
      "net_income": -7.29
    },
    {
      "company_id": 6,
      "period_id": 3,
      "statement_no": 56,
      "underlying_revenue": 65.18,
      "seasonal_revenue": 63.22,
      "demand_noise": 1.012,
      "revenue": 63.98,
      "cogs_noise": 0.992,
      "cogs_ratio_applied": 0.684,
      "cost_of_sales": 43.76,
      "gross_profit": 20.22,
      "selling_share": 0.081,
      "development_share": 0.07,
      "admin_share": 0.069,
      "selling_expense": 5.18,
      "development_expense": 4.48,
      "admin_expense": 4.41,
      "selling_and_development": 9.66,
      "total_opex": 14.07,
      "operating_income": 6.15,
      "interest_share": 0.0141,
      "interest_expense": 0.9,
      "pretax_income": 5.25,
      "tax_rate": 0.228,
      "income_tax": 1.2,
      "net_income": 4.05
    },
    {
      "company_id": 8,
      "period_id": 11,
      "statement_no": 57,
      "underlying_revenue": 112.22,
      "seasonal_revenue": 108.85,
      "demand_noise": 1.017,
      "revenue": 110.7,
      "cogs_noise": 0.999,
      "cogs_ratio_applied": 0.789,
      "cost_of_sales": 87.34,
      "gross_profit": 23.36,
      "selling_share": 0.095,
      "development_share": 0.095,
      "admin_share": 0.071,
      "selling_expense": 10.52,
      "development_expense": 10.52,
      "admin_expense": 7.86,
      "selling_and_development": 21.04,
      "total_opex": 28.9,
      "operating_income": -5.54,
      "interest_share": 0.0198,
      "interest_expense": 2.19,
      "pretax_income": -7.73,
      "tax_rate": 0.256,
      "income_tax": -1.98,
      "net_income": -5.75
    },
    {
      "company_id": 3,
      "period_id": 11,
      "statement_no": 58,
      "underlying_revenue": 89.21,
      "seasonal_revenue": 86.53,
      "demand_noise": 0.978,
      "revenue": 84.63,
      "cogs_noise": 1.005,
      "cogs_ratio_applied": 0.543,
      "cost_of_sales": 45.95,
      "gross_profit": 38.68,
      "selling_share": 0.092,
      "development_share": 0.089,
      "admin_share": 0.052,
      "selling_expense": 7.79,
      "development_expense": 7.53,
      "admin_expense": 4.4,
      "selling_and_development": 15.32,
      "total_opex": 19.72,
      "operating_income": 18.96,
      "interest_share": 0.0102,
      "interest_expense": 0.86,
      "pretax_income": 18.1,
      "tax_rate": 0.261,
      "income_tax": 4.72,
      "net_income": 13.38
    },
    {
      "company_id": 4,
      "period_id": 10,
      "statement_no": 59,
      "underlying_revenue": 67.77,
      "seasonal_revenue": 67.77,
      "demand_noise": 1.012,
      "revenue": 68.58,
      "cogs_noise": 1.001,
      "cogs_ratio_applied": 0.591,
      "cost_of_sales": 40.53,
      "gross_profit": 28.05,
      "selling_share": 0.113,
      "development_share": 0.094,
      "admin_share": 0.083,
      "selling_expense": 7.75,
      "development_expense": 6.45,
      "admin_expense": 5.69,
      "selling_and_development": 14.2,
      "total_opex": 19.89,
      "operating_income": 8.16,
      "interest_share": 0.0072,
      "interest_expense": 0.49,
      "pretax_income": 7.67,
      "tax_rate": 0.245,
      "income_tax": 1.88,
      "net_income": 5.79
    },
    {
      "company_id": 6,
      "period_id": 11,
      "statement_no": 60,
      "underlying_revenue": 72.77,
      "seasonal_revenue": 70.59,
      "demand_noise": 1.017,
      "revenue": 71.79,
      "cogs_noise": 0.987,
      "cogs_ratio_applied": 0.681,
      "cost_of_sales": 48.89,
      "gross_profit": 22.9,
      "selling_share": 0.108,
      "development_share": 0.099,
      "admin_share": 0.059,
      "selling_expense": 7.75,
      "development_expense": 7.11,
      "admin_expense": 4.24,
      "selling_and_development": 14.86,
      "total_opex": 19.1,
      "operating_income": 3.8,
      "interest_share": 0.0044,
      "interest_expense": 0.32,
      "pretax_income": 3.48,
      "tax_rate": 0.201,
      "income_tax": 0.7,
      "net_income": 2.78
    },
    {
      "company_id": 4,
      "period_id": 2,
      "statement_no": 61,
      "underlying_revenue": 60.61,
      "seasonal_revenue": 60.61,
      "demand_noise": 0.996,
      "revenue": 60.37,
      "cogs_noise": 1.002,
      "cogs_ratio_applied": 0.591,
      "cost_of_sales": 35.68,
      "gross_profit": 24.69,
      "selling_share": 0.071,
      "development_share": 0.064,
      "admin_share": 0.086,
      "selling_expense": 4.29,
      "development_expense": 3.86,
      "admin_expense": 5.19,
      "selling_and_development": 8.15,
      "total_opex": 13.34,
      "operating_income": 11.35,
      "interest_share": 0.013,
      "interest_expense": 0.78,
      "pretax_income": 10.57,
      "tax_rate": 0.267,
      "income_tax": 2.82,
      "net_income": 7.75
    },
    {
      "company_id": 4,
      "period_id": 3,
      "statement_no": 62,
      "underlying_revenue": 61.5,
      "seasonal_revenue": 59.66,
      "demand_noise": 1.008,
      "revenue": 60.14,
      "cogs_noise": 1.013,
      "cogs_ratio_applied": 0.598,
      "cost_of_sales": 35.96,
      "gross_profit": 24.18,
      "selling_share": 0.112,
      "development_share": 0.077,
      "admin_share": 0.058,
      "selling_expense": 6.74,
      "development_expense": 4.63,
      "admin_expense": 3.49,
      "selling_and_development": 11.37,
      "total_opex": 14.86,
      "operating_income": 9.32,
      "interest_share": 0.0125,
      "interest_expense": 0.75,
      "pretax_income": 8.57,
      "tax_rate": 0.26,
      "income_tax": 2.23,
      "net_income": 6.34
    },
    {
      "company_id": 7,
      "period_id": 5,
      "statement_no": 63,
      "underlying_revenue": 164.24,
      "seasonal_revenue": 154.39,
      "demand_noise": 1.014,
      "revenue": 156.55,
      "cogs_noise": 1.014,
      "cogs_ratio_applied": 0.75,
      "cost_of_sales": 117.41,
      "gross_profit": 39.14,
      "selling_share": 0.105,
      "development_share": 0.054,
      "admin_share": 0.052,
      "selling_expense": 16.44,
      "development_expense": 8.45,
      "admin_expense": 8.14,
      "selling_and_development": 24.89,
      "total_opex": 33.03,
      "operating_income": 6.11,
      "interest_share": 0.0041,
      "interest_expense": 0.64,
      "pretax_income": 5.47,
      "tax_rate": 0.22,
      "income_tax": 1.2,
      "net_income": 4.27
    },
    {
      "company_id": 5,
      "period_id": 3,
      "statement_no": 64,
      "underlying_revenue": 101.61,
      "seasonal_revenue": 98.56,
      "demand_noise": 1.012,
      "revenue": 99.74,
      "cogs_noise": 1.01,
      "cogs_ratio_applied": 0.646,
      "cost_of_sales": 64.43,
      "gross_profit": 35.31,
      "selling_share": 0.075,
      "development_share": 0.053,
      "admin_share": 0.075,
      "selling_expense": 7.48,
      "development_expense": 5.29,
      "admin_expense": 7.48,
      "selling_and_development": 12.77,
      "total_opex": 20.25,
      "operating_income": 15.06,
      "interest_share": 0.014,
      "interest_expense": 1.4,
      "pretax_income": 13.66,
      "tax_rate": 0.228,
      "income_tax": 3.11,
      "net_income": 10.55
    },
    {
      "company_id": 1,
      "period_id": 5,
      "statement_no": 65,
      "underlying_revenue": 205.61,
      "seasonal_revenue": 193.27,
      "demand_noise": 0.993,
      "revenue": 191.92,
      "cogs_noise": 0.982,
      "cogs_ratio_applied": 0.432,
      "cost_of_sales": 82.91,
      "gross_profit": 109.01,
      "selling_share": 0.093,
      "development_share": 0.051,
      "admin_share": 0.054,
      "selling_expense": 17.85,
      "development_expense": 9.79,
      "admin_expense": 10.36,
      "selling_and_development": 27.64,
      "total_opex": 38,
      "operating_income": 71.01,
      "interest_share": 0.0082,
      "interest_expense": 1.57,
      "pretax_income": 69.44,
      "tax_rate": 0.244,
      "income_tax": 16.94,
      "net_income": 52.5
    },
    {
      "company_id": 3,
      "period_id": 10,
      "statement_no": 66,
      "underlying_revenue": 88.04,
      "seasonal_revenue": 88.04,
      "demand_noise": 0.984,
      "revenue": 86.63,
      "cogs_noise": 0.989,
      "cogs_ratio_applied": 0.534,
      "cost_of_sales": 46.26,
      "gross_profit": 40.37,
      "selling_share": 0.094,
      "development_share": 0.092,
      "admin_share": 0.062,
      "selling_expense": 8.14,
      "development_expense": 7.97,
      "admin_expense": 5.37,
      "selling_and_development": 16.11,
      "total_opex": 21.48,
      "operating_income": 18.89,
      "interest_share": 0.0185,
      "interest_expense": 1.6,
      "pretax_income": 17.29,
      "tax_rate": 0.242,
      "income_tax": 4.18,
      "net_income": 13.11
    },
    {
      "company_id": 7,
      "period_id": 6,
      "statement_no": 67,
      "underlying_revenue": 166.56,
      "seasonal_revenue": 166.56,
      "demand_noise": 1.029,
      "revenue": 171.39,
      "cogs_noise": 0.999,
      "cogs_ratio_applied": 0.739,
      "cost_of_sales": 126.66,
      "gross_profit": 44.73,
      "selling_share": 0.095,
      "development_share": 0.073,
      "admin_share": 0.074,
      "selling_expense": 16.28,
      "development_expense": 12.51,
      "admin_expense": 12.68,
      "selling_and_development": 28.79,
      "total_opex": 41.47,
      "operating_income": 3.26,
      "interest_share": 0.0149,
      "interest_expense": 2.55,
      "pretax_income": 0.71,
      "tax_rate": 0.186,
      "income_tax": 0.13,
      "net_income": 0.58
    },
    {
      "company_id": 2,
      "period_id": 11,
      "statement_no": 68,
      "underlying_revenue": 177.18,
      "seasonal_revenue": 171.86,
      "demand_noise": 1,
      "revenue": 171.86,
      "cogs_noise": 1.015,
      "cogs_ratio_applied": 0.497,
      "cost_of_sales": 85.41,
      "gross_profit": 86.45,
      "selling_share": 0.091,
      "development_share": 0.045,
      "admin_share": 0.052,
      "selling_expense": 15.64,
      "development_expense": 7.73,
      "admin_expense": 8.94,
      "selling_and_development": 23.37,
      "total_opex": 32.31,
      "operating_income": 54.14,
      "interest_share": 0.0101,
      "interest_expense": 1.74,
      "pretax_income": 52.4,
      "tax_rate": 0.2,
      "income_tax": 10.48,
      "net_income": 41.92
    },
    {
      "company_id": 4,
      "period_id": 7,
      "statement_no": 69,
      "underlying_revenue": 65.08,
      "seasonal_revenue": 63.13,
      "demand_noise": 0.998,
      "revenue": 63,
      "cogs_noise": 1.013,
      "cogs_ratio_applied": 0.598,
      "cost_of_sales": 37.67,
      "gross_profit": 25.33,
      "selling_share": 0.1,
      "development_share": 0.085,
      "admin_share": 0.064,
      "selling_expense": 6.3,
      "development_expense": 5.36,
      "admin_expense": 4.03,
      "selling_and_development": 11.66,
      "total_opex": 15.69,
      "operating_income": 9.64,
      "interest_share": 0.0073,
      "interest_expense": 0.46,
      "pretax_income": 9.18,
      "tax_rate": 0.182,
      "income_tax": 1.67,
      "net_income": 7.51
    },
    {
      "company_id": 8,
      "period_id": 4,
      "statement_no": 70,
      "underlying_revenue": 101.97,
      "seasonal_revenue": 114.21,
      "demand_noise": 0.998,
      "revenue": 113.98,
      "cogs_noise": 0.986,
      "cogs_ratio_applied": 0.779,
      "cost_of_sales": 88.79,
      "gross_profit": 25.19,
      "selling_share": 0.1,
      "development_share": 0.06,
      "admin_share": 0.083,
      "selling_expense": 11.4,
      "development_expense": 6.84,
      "admin_expense": 9.46,
      "selling_and_development": 18.24,
      "total_opex": 27.7,
      "operating_income": -2.51,
      "interest_share": 0.0086,
      "interest_expense": 0.98,
      "pretax_income": -3.49,
      "tax_rate": 0.2,
      "income_tax": -0.7,
      "net_income": -2.79
    },
    {
      "company_id": 4,
      "period_id": 6,
      "statement_no": 71,
      "underlying_revenue": 64.19,
      "seasonal_revenue": 64.19,
      "demand_noise": 0.988,
      "revenue": 63.42,
      "cogs_noise": 1.005,
      "cogs_ratio_applied": 0.593,
      "cost_of_sales": 37.61,
      "gross_profit": 25.81,
      "selling_share": 0.113,
      "development_share": 0.053,
      "admin_share": 0.055,
      "selling_expense": 7.17,
      "development_expense": 3.36,
      "admin_expense": 3.49,
      "selling_and_development": 10.53,
      "total_opex": 14.02,
      "operating_income": 11.79,
      "interest_share": 0.0055,
      "interest_expense": 0.35,
      "pretax_income": 11.44,
      "tax_rate": 0.232,
      "income_tax": 2.65,
      "net_income": 8.79
    },
    {
      "company_id": 5,
      "period_id": 5,
      "statement_no": 72,
      "underlying_revenue": 104.57,
      "seasonal_revenue": 98.3,
      "demand_noise": 0.977,
      "revenue": 96.04,
      "cogs_noise": 1.006,
      "cogs_ratio_applied": 0.644,
      "cost_of_sales": 61.85,
      "gross_profit": 34.19,
      "selling_share": 0.103,
      "development_share": 0.099,
      "admin_share": 0.07,
      "selling_expense": 9.89,
      "development_expense": 9.51,
      "admin_expense": 6.72,
      "selling_and_development": 19.4,
      "total_opex": 26.12,
      "operating_income": 8.07,
      "interest_share": 0.0109,
      "interest_expense": 1.05,
      "pretax_income": 7.02,
      "tax_rate": 0.199,
      "income_tax": 1.4,
      "net_income": 5.62
    },
    {
      "company_id": 2,
      "period_id": 7,
      "statement_no": 73,
      "underlying_revenue": 167.94,
      "seasonal_revenue": 162.9,
      "demand_noise": 1,
      "revenue": 162.9,
      "cogs_noise": 0.999,
      "cogs_ratio_applied": 0.49,
      "cost_of_sales": 79.82,
      "gross_profit": 83.08,
      "selling_share": 0.083,
      "development_share": 0.096,
      "admin_share": 0.088,
      "selling_expense": 13.52,
      "development_expense": 15.64,
      "admin_expense": 14.34,
      "selling_and_development": 29.16,
      "total_opex": 43.5,
      "operating_income": 39.58,
      "interest_share": 0.0192,
      "interest_expense": 3.13,
      "pretax_income": 36.45,
      "tax_rate": 0.248,
      "income_tax": 9.04,
      "net_income": 27.41
    },
    {
      "company_id": 3,
      "period_id": 7,
      "statement_no": 74,
      "underlying_revenue": 84.55,
      "seasonal_revenue": 82.01,
      "demand_noise": 0.989,
      "revenue": 81.11,
      "cogs_noise": 0.998,
      "cogs_ratio_applied": 0.539,
      "cost_of_sales": 43.72,
      "gross_profit": 37.39,
      "selling_share": 0.109,
      "development_share": 0.053,
      "admin_share": 0.052,
      "selling_expense": 8.84,
      "development_expense": 4.3,
      "admin_expense": 4.22,
      "selling_and_development": 13.14,
      "total_opex": 17.36,
      "operating_income": 20.03,
      "interest_share": 0.0086,
      "interest_expense": 0.7,
      "pretax_income": 19.33,
      "tax_rate": 0.21,
      "income_tax": 4.06,
      "net_income": 15.27
    },
    {
      "company_id": 5,
      "period_id": 11,
      "statement_no": 75,
      "underlying_revenue": 113.45,
      "seasonal_revenue": 110.05,
      "demand_noise": 1.036,
      "revenue": 114.01,
      "cogs_noise": 1.015,
      "cogs_ratio_applied": 0.65,
      "cost_of_sales": 74.11,
      "gross_profit": 39.9,
      "selling_share": 0.102,
      "development_share": 0.04,
      "admin_share": 0.083,
      "selling_expense": 11.63,
      "development_expense": 4.56,
      "admin_expense": 9.46,
      "selling_and_development": 16.19,
      "total_opex": 25.65,
      "operating_income": 14.25,
      "interest_share": 0.0114,
      "interest_expense": 1.3,
      "pretax_income": 12.95,
      "tax_rate": 0.235,
      "income_tax": 3.04,
      "net_income": 9.91
    },
    {
      "company_id": 2,
      "period_id": 8,
      "statement_no": 76,
      "underlying_revenue": 170.25,
      "seasonal_revenue": 190.68,
      "demand_noise": 1.004,
      "revenue": 191.44,
      "cogs_noise": 1.005,
      "cogs_ratio_applied": 0.492,
      "cost_of_sales": 94.19,
      "gross_profit": 97.25,
      "selling_share": 0.09,
      "development_share": 0.083,
      "admin_share": 0.087,
      "selling_expense": 17.23,
      "development_expense": 15.89,
      "admin_expense": 16.66,
      "selling_and_development": 33.12,
      "total_opex": 49.78,
      "operating_income": 47.47,
      "interest_share": 0.0075,
      "interest_expense": 1.44,
      "pretax_income": 46.03,
      "tax_rate": 0.258,
      "income_tax": 11.88,
      "net_income": 34.15
    },
    {
      "company_id": 5,
      "period_id": 4,
      "statement_no": 77,
      "underlying_revenue": 103.09,
      "seasonal_revenue": 115.46,
      "demand_noise": 0.98,
      "revenue": 113.15,
      "cogs_noise": 0.982,
      "cogs_ratio_applied": 0.628,
      "cost_of_sales": 71.06,
      "gross_profit": 42.09,
      "selling_share": 0.093,
      "development_share": 0.1,
      "admin_share": 0.078,
      "selling_expense": 10.52,
      "development_expense": 11.32,
      "admin_expense": 8.83,
      "selling_and_development": 21.84,
      "total_opex": 30.67,
      "operating_income": 11.42,
      "interest_share": 0.0172,
      "interest_expense": 1.95,
      "pretax_income": 9.47,
      "tax_rate": 0.22,
      "income_tax": 2.08,
      "net_income": 7.39
    },
    {
      "company_id": 8,
      "period_id": 5,
      "statement_no": 78,
      "underlying_revenue": 103.43,
      "seasonal_revenue": 97.22,
      "demand_noise": 0.981,
      "revenue": 95.37,
      "cogs_noise": 0.996,
      "cogs_ratio_applied": 0.787,
      "cost_of_sales": 75.06,
      "gross_profit": 20.31,
      "selling_share": 0.116,
      "development_share": 0.043,
      "admin_share": 0.075,
      "selling_expense": 11.06,
      "development_expense": 4.1,
      "admin_expense": 7.15,
      "selling_and_development": 15.16,
      "total_opex": 22.31,
      "operating_income": -2,
      "interest_share": 0.0143,
      "interest_expense": 1.36,
      "pretax_income": -3.36,
      "tax_rate": 0.247,
      "income_tax": -0.83,
      "net_income": -2.53
    },
    {
      "company_id": 7,
      "period_id": 7,
      "statement_no": 79,
      "underlying_revenue": 168.88,
      "seasonal_revenue": 163.81,
      "demand_noise": 1.031,
      "revenue": 168.89,
      "cogs_noise": 0.996,
      "cogs_ratio_applied": 0.737,
      "cost_of_sales": 124.47,
      "gross_profit": 44.42,
      "selling_share": 0.099,
      "development_share": 0.043,
      "admin_share": 0.086,
      "selling_expense": 16.72,
      "development_expense": 7.26,
      "admin_expense": 14.52,
      "selling_and_development": 23.98,
      "total_opex": 38.5,
      "operating_income": 5.92,
      "interest_share": 0.0065,
      "interest_expense": 1.1,
      "pretax_income": 4.82,
      "tax_rate": 0.266,
      "income_tax": 1.28,
      "net_income": 3.54
    },
    {
      "company_id": 3,
      "period_id": 8,
      "statement_no": 80,
      "underlying_revenue": 85.71,
      "seasonal_revenue": 96,
      "demand_noise": 0.992,
      "revenue": 95.23,
      "cogs_noise": 1.003,
      "cogs_ratio_applied": 0.542,
      "cost_of_sales": 51.61,
      "gross_profit": 43.62,
      "selling_share": 0.076,
      "development_share": 0.063,
      "admin_share": 0.075,
      "selling_expense": 7.24,
      "development_expense": 6,
      "admin_expense": 7.14,
      "selling_and_development": 13.24,
      "total_opex": 20.38,
      "operating_income": 23.24,
      "interest_share": 0.0043,
      "interest_expense": 0.41,
      "pretax_income": 22.83,
      "tax_rate": 0.211,
      "income_tax": 4.82,
      "net_income": 18.01
    },
    {
      "company_id": 2,
      "period_id": 10,
      "statement_no": 81,
      "underlying_revenue": 174.87,
      "seasonal_revenue": 174.87,
      "demand_noise": 0.993,
      "revenue": 173.65,
      "cogs_noise": 0.983,
      "cogs_ratio_applied": 0.482,
      "cost_of_sales": 83.7,
      "gross_profit": 89.95,
      "selling_share": 0.087,
      "development_share": 0.047,
      "admin_share": 0.068,
      "selling_expense": 15.11,
      "development_expense": 8.16,
      "admin_expense": 11.81,
      "selling_and_development": 23.27,
      "total_opex": 35.08,
      "operating_income": 54.87,
      "interest_share": 0.0128,
      "interest_expense": 2.22,
      "pretax_income": 52.65,
      "tax_rate": 0.233,
      "income_tax": 12.27,
      "net_income": 40.38
    },
    {
      "company_id": 7,
      "period_id": 3,
      "statement_no": 82,
      "underlying_revenue": 159.59,
      "seasonal_revenue": 154.8,
      "demand_noise": 0.977,
      "revenue": 151.24,
      "cogs_noise": 0.99,
      "cogs_ratio_applied": 0.733,
      "cost_of_sales": 110.86,
      "gross_profit": 40.38,
      "selling_share": 0.092,
      "development_share": 0.065,
      "admin_share": 0.076,
      "selling_expense": 13.91,
      "development_expense": 9.83,
      "admin_expense": 11.49,
      "selling_and_development": 23.74,
      "total_opex": 35.23,
      "operating_income": 5.15,
      "interest_share": 0.0118,
      "interest_expense": 1.78,
      "pretax_income": 3.37,
      "tax_rate": 0.266,
      "income_tax": 0.9,
      "net_income": 2.47
    },
    {
      "company_id": 2,
      "period_id": 2,
      "statement_no": 83,
      "underlying_revenue": 156.38,
      "seasonal_revenue": 156.38,
      "demand_noise": 1.004,
      "revenue": 157.01,
      "cogs_noise": 1.015,
      "cogs_ratio_applied": 0.497,
      "cost_of_sales": 78.03,
      "gross_profit": 78.98,
      "selling_share": 0.11,
      "development_share": 0.098,
      "admin_share": 0.053,
      "selling_expense": 17.27,
      "development_expense": 15.39,
      "admin_expense": 8.32,
      "selling_and_development": 32.66,
      "total_opex": 40.98,
      "operating_income": 38,
      "interest_share": 0.0061,
      "interest_expense": 0.96,
      "pretax_income": 37.04,
      "tax_rate": 0.221,
      "income_tax": 8.19,
      "net_income": 28.85
    },
    {
      "company_id": 5,
      "period_id": 2,
      "statement_no": 84,
      "underlying_revenue": 100.13,
      "seasonal_revenue": 100.13,
      "demand_noise": 1.006,
      "revenue": 100.73,
      "cogs_noise": 1.002,
      "cogs_ratio_applied": 0.641,
      "cost_of_sales": 64.57,
      "gross_profit": 36.16,
      "selling_share": 0.076,
      "development_share": 0.061,
      "admin_share": 0.068,
      "selling_expense": 7.66,
      "development_expense": 6.14,
      "admin_expense": 6.85,
      "selling_and_development": 13.8,
      "total_opex": 20.65,
      "operating_income": 15.51,
      "interest_share": 0.0069,
      "interest_expense": 0.7,
      "pretax_income": 14.81,
      "tax_rate": 0.247,
      "income_tax": 3.66,
      "net_income": 11.15
    },
    {
      "company_id": 3,
      "period_id": 2,
      "statement_no": 85,
      "underlying_revenue": 78.73,
      "seasonal_revenue": 78.73,
      "demand_noise": 0.964,
      "revenue": 75.9,
      "cogs_noise": 1.005,
      "cogs_ratio_applied": 0.543,
      "cost_of_sales": 41.21,
      "gross_profit": 34.69,
      "selling_share": 0.093,
      "development_share": 0.086,
      "admin_share": 0.068,
      "selling_expense": 7.06,
      "development_expense": 6.53,
      "admin_expense": 5.16,
      "selling_and_development": 13.59,
      "total_opex": 18.75,
      "operating_income": 15.94,
      "interest_share": 0.0148,
      "interest_expense": 1.12,
      "pretax_income": 14.82,
      "tax_rate": 0.244,
      "income_tax": 3.62,
      "net_income": 11.2
    },
    {
      "company_id": 3,
      "period_id": 1,
      "statement_no": 86,
      "underlying_revenue": 77.57,
      "seasonal_revenue": 72.92,
      "demand_noise": 1.009,
      "revenue": 73.58,
      "cogs_noise": 1.008,
      "cogs_ratio_applied": 0.544,
      "cost_of_sales": 40.03,
      "gross_profit": 33.55,
      "selling_share": 0.074,
      "development_share": 0.079,
      "admin_share": 0.08,
      "selling_expense": 5.44,
      "development_expense": 5.81,
      "admin_expense": 5.89,
      "selling_and_development": 11.25,
      "total_opex": 17.14,
      "operating_income": 16.41,
      "interest_share": 0.012,
      "interest_expense": 0.88,
      "pretax_income": 15.53,
      "tax_rate": 0.222,
      "income_tax": 3.45,
      "net_income": 12.08
    },
    {
      "company_id": 2,
      "period_id": 1,
      "statement_no": 87,
      "underlying_revenue": 154.07,
      "seasonal_revenue": 144.83,
      "demand_noise": 1.001,
      "revenue": 144.97,
      "cogs_noise": 0.993,
      "cogs_ratio_applied": 0.487,
      "cost_of_sales": 70.6,
      "gross_profit": 74.37,
      "selling_share": 0.08,
      "development_share": 0.05,
      "admin_share": 0.066,
      "selling_expense": 11.6,
      "development_expense": 7.25,
      "admin_expense": 9.57,
      "selling_and_development": 18.85,
      "total_opex": 28.42,
      "operating_income": 45.95,
      "interest_share": 0.0181,
      "interest_expense": 2.62,
      "pretax_income": 43.33,
      "tax_rate": 0.229,
      "income_tax": 9.92,
      "net_income": 33.41
    },
    {
      "company_id": 1,
      "period_id": 7,
      "statement_no": 88,
      "underlying_revenue": 211.43,
      "seasonal_revenue": 205.09,
      "demand_noise": 1.014,
      "revenue": 207.96,
      "cogs_noise": 0.998,
      "cogs_ratio_applied": 0.439,
      "cost_of_sales": 91.29,
      "gross_profit": 116.67,
      "selling_share": 0.114,
      "development_share": 0.097,
      "admin_share": 0.086,
      "selling_expense": 23.71,
      "development_expense": 20.17,
      "admin_expense": 17.88,
      "selling_and_development": 43.88,
      "total_opex": 61.76,
      "operating_income": 54.91,
      "interest_share": 0.0061,
      "interest_expense": 1.27,
      "pretax_income": 53.64,
      "tax_rate": 0.211,
      "income_tax": 11.32,
      "net_income": 42.32
    },
    {
      "company_id": 8,
      "period_id": 6,
      "statement_no": 89,
      "underlying_revenue": 104.9,
      "seasonal_revenue": 104.9,
      "demand_noise": 0.991,
      "revenue": 103.96,
      "cogs_noise": 1.001,
      "cogs_ratio_applied": 0.791,
      "cost_of_sales": 82.23,
      "gross_profit": 21.73,
      "selling_share": 0.105,
      "development_share": 0.068,
      "admin_share": 0.074,
      "selling_expense": 10.92,
      "development_expense": 7.07,
      "admin_expense": 7.69,
      "selling_and_development": 17.99,
      "total_opex": 25.68,
      "operating_income": -3.95,
      "interest_share": 0.0114,
      "interest_expense": 1.19,
      "pretax_income": -5.14,
      "tax_rate": 0.234,
      "income_tax": -1.2,
      "net_income": -3.94
    },
    {
      "company_id": 6,
      "period_id": 8,
      "statement_no": 90,
      "underlying_revenue": 69.92,
      "seasonal_revenue": 78.31,
      "demand_noise": 1.012,
      "revenue": 79.25,
      "cogs_noise": 1.003,
      "cogs_ratio_applied": 0.692,
      "cost_of_sales": 54.84,
      "gross_profit": 24.41,
      "selling_share": 0.116,
      "development_share": 0.046,
      "admin_share": 0.088,
      "selling_expense": 9.19,
      "development_expense": 3.65,
      "admin_expense": 6.97,
      "selling_and_development": 12.84,
      "total_opex": 19.81,
      "operating_income": 4.6,
      "interest_share": 0.0166,
      "interest_expense": 1.32,
      "pretax_income": 3.28,
      "tax_rate": 0.263,
      "income_tax": 0.86,
      "net_income": 2.42
    },
    {
      "company_id": 1,
      "period_id": 4,
      "statement_no": 91,
      "underlying_revenue": 202.7,
      "seasonal_revenue": 227.02,
      "demand_noise": 1.007,
      "revenue": 228.61,
      "cogs_noise": 0.982,
      "cogs_ratio_applied": 0.432,
      "cost_of_sales": 98.76,
      "gross_profit": 129.85,
      "selling_share": 0.099,
      "development_share": 0.098,
      "admin_share": 0.079,
      "selling_expense": 22.63,
      "development_expense": 22.4,
      "admin_expense": 18.06,
      "selling_and_development": 45.03,
      "total_opex": 63.09,
      "operating_income": 66.76,
      "interest_share": 0.0068,
      "interest_expense": 1.55,
      "pretax_income": 65.21,
      "tax_rate": 0.181,
      "income_tax": 11.8,
      "net_income": 53.41
    },
    {
      "company_id": 2,
      "period_id": 9,
      "statement_no": 92,
      "underlying_revenue": 172.56,
      "seasonal_revenue": 162.21,
      "demand_noise": 1.004,
      "revenue": 162.86,
      "cogs_noise": 1.003,
      "cogs_ratio_applied": 0.491,
      "cost_of_sales": 79.96,
      "gross_profit": 82.9,
      "selling_share": 0.104,
      "development_share": 0.068,
      "admin_share": 0.074,
      "selling_expense": 16.94,
      "development_expense": 11.07,
      "admin_expense": 12.05,
      "selling_and_development": 28.01,
      "total_opex": 40.06,
      "operating_income": 42.84,
      "interest_share": 0.0158,
      "interest_expense": 2.57,
      "pretax_income": 40.27,
      "tax_rate": 0.228,
      "income_tax": 9.18,
      "net_income": 31.09
    },
    {
      "company_id": 3,
      "period_id": 6,
      "statement_no": 93,
      "underlying_revenue": 83.39,
      "seasonal_revenue": 83.39,
      "demand_noise": 1.022,
      "revenue": 85.22,
      "cogs_noise": 1.02,
      "cogs_ratio_applied": 0.551,
      "cost_of_sales": 46.96,
      "gross_profit": 38.26,
      "selling_share": 0.092,
      "development_share": 0.059,
      "admin_share": 0.086,
      "selling_expense": 7.84,
      "development_expense": 5.03,
      "admin_expense": 7.33,
      "selling_and_development": 12.87,
      "total_opex": 20.2,
      "operating_income": 18.06,
      "interest_share": 0.005,
      "interest_expense": 0.43,
      "pretax_income": 17.63,
      "tax_rate": 0.268,
      "income_tax": 4.72,
      "net_income": 12.91
    },
    {
      "company_id": 2,
      "period_id": 12,
      "statement_no": 94,
      "underlying_revenue": 179.49,
      "seasonal_revenue": 201.03,
      "demand_noise": 1.03,
      "revenue": 207.06,
      "cogs_noise": 1.004,
      "cogs_ratio_applied": 0.492,
      "cost_of_sales": 101.87,
      "gross_profit": 105.19,
      "selling_share": 0.08,
      "development_share": 0.066,
      "admin_share": 0.085,
      "selling_expense": 16.56,
      "development_expense": 13.67,
      "admin_expense": 17.6,
      "selling_and_development": 30.23,
      "total_opex": 47.83,
      "operating_income": 57.36,
      "interest_share": 0.0105,
      "interest_expense": 2.17,
      "pretax_income": 55.19,
      "tax_rate": 0.182,
      "income_tax": 10.04,
      "net_income": 45.15
    },
    {
      "company_id": 5,
      "period_id": 1,
      "statement_no": 95,
      "underlying_revenue": 98.65,
      "seasonal_revenue": 92.73,
      "demand_noise": 1.024,
      "revenue": 94.96,
      "cogs_noise": 0.99,
      "cogs_ratio_applied": 0.634,
      "cost_of_sales": 60.2,
      "gross_profit": 34.76,
      "selling_share": 0.113,
      "development_share": 0.087,
      "admin_share": 0.07,
      "selling_expense": 10.73,
      "development_expense": 8.26,
      "admin_expense": 6.65,
      "selling_and_development": 18.99,
      "total_opex": 25.64,
      "operating_income": 9.12,
      "interest_share": 0.0145,
      "interest_expense": 1.38,
      "pretax_income": 7.74,
      "tax_rate": 0.198,
      "income_tax": 1.53,
      "net_income": 6.21
    },
    {
      "company_id": 4,
      "period_id": 11,
      "statement_no": 96,
      "underlying_revenue": 68.67,
      "seasonal_revenue": 66.61,
      "demand_noise": 1.004,
      "revenue": 66.88,
      "cogs_noise": 1.017,
      "cogs_ratio_applied": 0.6,
      "cost_of_sales": 40.13,
      "gross_profit": 26.75,
      "selling_share": 0.097,
      "development_share": 0.087,
      "admin_share": 0.051,
      "selling_expense": 6.49,
      "development_expense": 5.82,
      "admin_expense": 3.41,
      "selling_and_development": 12.31,
      "total_opex": 15.72,
      "operating_income": 11.03,
      "interest_share": 0.018,
      "interest_expense": 1.2,
      "pretax_income": 9.83,
      "tax_rate": 0.192,
      "income_tax": 1.89,
      "net_income": 7.94
    }
  ],
  "balance_sheets": [
    {
      "id": 1,
      "statement_id": 17,
      "company_id": 6,
      "period_id": 1,
      "cash_share": 0.632,
      "receivables_share": 0.375,
      "inventory_share": 0.258,
      "ppe_share": 1.246,
      "payables_share": 0.151,
      "short_debt_share": 0.064,
      "long_debt_share": 0.523,
      "cash": 36.8,
      "receivables": 21.84,
      "inventory": 10.41,
      "cash_and_receivables": 58.64,
      "total_current_assets": 69.05,
      "property_equipment": 72.55,
      "total_assets": 141.6,
      "payables": 6.09,
      "short_term_debt": 3.73,
      "total_current_liabilities": 9.82,
      "long_term_debt": 30.45,
      "total_liabilities": 40.27,
      "total_equity": 101.33
    },
    {
      "id": 2,
      "statement_id": 71,
      "company_id": 4,
      "period_id": 6,
      "cash_share": 0.59,
      "receivables_share": 0.442,
      "inventory_share": 0.366,
      "ppe_share": 1.48,
      "payables_share": 0.193,
      "short_debt_share": 0.144,
      "long_debt_share": 0.789,
      "cash": 37.42,
      "receivables": 28.03,
      "inventory": 13.77,
      "cash_and_receivables": 65.45,
      "total_current_assets": 79.22,
      "property_equipment": 93.86,
      "total_assets": 173.08,
      "payables": 7.26,
      "short_term_debt": 9.13,
      "total_current_liabilities": 16.39,
      "long_term_debt": 50.04,
      "total_liabilities": 66.43,
      "total_equity": 106.65
    },
    {
      "id": 3,
      "statement_id": 53,
      "company_id": 7,
      "period_id": 12,
      "cash_share": 0.789,
      "receivables_share": 0.405,
      "inventory_share": 0.25,
      "ppe_share": 1.17,
      "payables_share": 0.215,
      "short_debt_share": 0.153,
      "long_debt_share": 0.763,
      "cash": 158.39,
      "receivables": 81.3,
      "inventory": 37.09,
      "cash_and_receivables": 239.69,
      "total_current_assets": 276.78,
      "property_equipment": 234.88,
      "total_assets": 511.66,
      "payables": 31.9,
      "short_term_debt": 30.71,
      "total_current_liabilities": 62.61,
      "long_term_debt": 153.17,
      "total_liabilities": 215.78,
      "total_equity": 295.88
    },
    {
      "id": 4,
      "statement_id": 66,
      "company_id": 3,
      "period_id": 10,
      "cash_share": 0.889,
      "receivables_share": 0.252,
      "inventory_share": 0.377,
      "ppe_share": 1.543,
      "payables_share": 0.221,
      "short_debt_share": 0.186,
      "long_debt_share": 0.747,
      "cash": 77.01,
      "receivables": 21.83,
      "inventory": 17.44,
      "cash_and_receivables": 98.84,
      "total_current_assets": 116.28,
      "property_equipment": 133.67,
      "total_assets": 249.95,
      "payables": 10.22,
      "short_term_debt": 16.11,
      "total_current_liabilities": 26.33,
      "long_term_debt": 64.71,
      "total_liabilities": 91.04,
      "total_equity": 158.91
    },
    {
      "id": 5,
      "statement_id": 12,
      "company_id": 3,
      "period_id": 5,
      "cash_share": 0.811,
      "receivables_share": 0.407,
      "inventory_share": 0.257,
      "ppe_share": 1.075,
      "payables_share": 0.299,
      "short_debt_share": 0.158,
      "long_debt_share": 0.63,
      "cash": 60.55,
      "receivables": 30.39,
      "inventory": 10.44,
      "cash_and_receivables": 90.94,
      "total_current_assets": 101.38,
      "property_equipment": 80.26,
      "total_assets": 181.64,
      "payables": 12.15,
      "short_term_debt": 11.8,
      "total_current_liabilities": 23.95,
      "long_term_debt": 47.04,
      "total_liabilities": 70.99,
      "total_equity": 110.65
    },
    {
      "id": 6,
      "statement_id": 2,
      "company_id": 4,
      "period_id": 12,
      "cash_share": 0.283,
      "receivables_share": 0.333,
      "inventory_share": 0.449,
      "ppe_share": 1.415,
      "payables_share": 0.247,
      "short_debt_share": 0.086,
      "long_debt_share": 0.393,
      "cash": 22.27,
      "receivables": 26.2,
      "inventory": 20.88,
      "cash_and_receivables": 48.47,
      "total_current_assets": 69.35,
      "property_equipment": 111.35,
      "total_assets": 180.7,
      "payables": 11.49,
      "short_term_debt": 6.77,
      "total_current_liabilities": 18.26,
      "long_term_debt": 30.93,
      "total_liabilities": 49.19,
      "total_equity": 131.51
    },
    {
      "id": 7,
      "statement_id": 3,
      "company_id": 7,
      "period_id": 9,
      "cash_share": 0.738,
      "receivables_share": 0.438,
      "inventory_share": 0.443,
      "ppe_share": 1.178,
      "payables_share": 0.184,
      "short_debt_share": 0.179,
      "long_debt_share": 0.654,
      "cash": 117.5,
      "receivables": 69.73,
      "inventory": 52.33,
      "cash_and_receivables": 187.23,
      "total_current_assets": 239.56,
      "property_equipment": 187.55,
      "total_assets": 427.11,
      "payables": 21.74,
      "short_term_debt": 28.5,
      "total_current_liabilities": 50.24,
      "long_term_debt": 104.12,
      "total_liabilities": 154.36,
      "total_equity": 272.75
    },
    {
      "id": 8,
      "statement_id": 49,
      "company_id": 5,
      "period_id": 6,
      "cash_share": 0.629,
      "receivables_share": 0.345,
      "inventory_share": 0.467,
      "ppe_share": 1.937,
      "payables_share": 0.216,
      "short_debt_share": 0.159,
      "long_debt_share": 0.836,
      "cash": 67.5,
      "receivables": 37.03,
      "inventory": 32.38,
      "cash_and_receivables": 104.53,
      "total_current_assets": 136.91,
      "property_equipment": 207.88,
      "total_assets": 344.79,
      "payables": 14.98,
      "short_term_debt": 17.06,
      "total_current_liabilities": 32.04,
      "long_term_debt": 89.72,
      "total_liabilities": 121.76,
      "total_equity": 223.03
    },
    {
      "id": 9,
      "statement_id": 67,
      "company_id": 7,
      "period_id": 6,
      "cash_share": 0.676,
      "receivables_share": 0.315,
      "inventory_share": 0.321,
      "ppe_share": 1.189,
      "payables_share": 0.199,
      "short_debt_share": 0.191,
      "long_debt_share": 0.535,
      "cash": 115.86,
      "receivables": 53.99,
      "inventory": 40.66,
      "cash_and_receivables": 169.85,
      "total_current_assets": 210.51,
      "property_equipment": 203.78,
      "total_assets": 414.29,
      "payables": 25.21,
      "short_term_debt": 32.74,
      "total_current_liabilities": 57.95,
      "long_term_debt": 91.69,
      "total_liabilities": 149.64,
      "total_equity": 264.65
    },
    {
      "id": 10,
      "statement_id": 42,
      "company_id": 7,
      "period_id": 8,
      "cash_share": 0.255,
      "receivables_share": 0.314,
      "inventory_share": 0.393,
      "ppe_share": 1.508,
      "payables_share": 0.223,
      "short_debt_share": 0.121,
      "long_debt_share": 0.609,
      "cash": 48.75,
      "receivables": 60.03,
      "inventory": 56.2,
      "cash_and_receivables": 108.78,
      "total_current_assets": 164.98,
      "property_equipment": 288.3,
      "total_assets": 453.28,
      "payables": 31.89,
      "short_term_debt": 23.13,
      "total_current_liabilities": 55.02,
      "long_term_debt": 116.43,
      "total_liabilities": 171.45,
      "total_equity": 281.83
    },
    {
      "id": 11,
      "statement_id": 9,
      "company_id": 7,
      "period_id": 1,
      "cash_share": 0.493,
      "receivables_share": 0.266,
      "inventory_share": 0.395,
      "ppe_share": 1.942,
      "payables_share": 0.29,
      "short_debt_share": 0.168,
      "long_debt_share": 0.741,
      "cash": 71.87,
      "receivables": 38.78,
      "inventory": 42.38,
      "cash_and_receivables": 110.65,
      "total_current_assets": 153.03,
      "property_equipment": 283.12,
      "total_assets": 436.15,
      "payables": 31.12,
      "short_term_debt": 24.49,
      "total_current_liabilities": 55.61,
      "long_term_debt": 108.03,
      "total_liabilities": 163.64,
      "total_equity": 272.51
    },
    {
      "id": 12,
      "statement_id": 39,
      "company_id": 8,
      "period_id": 1,
      "cash_share": 0.38,
      "receivables_share": 0.405,
      "inventory_share": 0.429,
      "ppe_share": 1.532,
      "payables_share": 0.232,
      "short_debt_share": 0.141,
      "long_debt_share": 0.873,
      "cash": 34.79,
      "receivables": 37.08,
      "inventory": 30.71,
      "cash_and_receivables": 71.87,
      "total_current_assets": 102.58,
      "property_equipment": 140.25,
      "total_assets": 242.83,
      "payables": 16.61,
      "short_term_debt": 12.91,
      "total_current_liabilities": 29.52,
      "long_term_debt": 79.92,
      "total_liabilities": 109.44,
      "total_equity": 133.39
    },
    {
      "id": 13,
      "statement_id": 74,
      "company_id": 3,
      "period_id": 7,
      "cash_share": 0.862,
      "receivables_share": 0.378,
      "inventory_share": 0.201,
      "ppe_share": 1.329,
      "payables_share": 0.24,
      "short_debt_share": 0.099,
      "long_debt_share": 0.929,
      "cash": 69.92,
      "receivables": 30.66,
      "inventory": 8.79,
      "cash_and_receivables": 100.58,
      "total_current_assets": 109.37,
      "property_equipment": 107.8,
      "total_assets": 217.17,
      "payables": 10.49,
      "short_term_debt": 8.03,
      "total_current_liabilities": 18.52,
      "long_term_debt": 75.35,
      "total_liabilities": 93.87,
      "total_equity": 123.3
    },
    {
      "id": 14,
      "statement_id": 14,
      "company_id": 1,
      "period_id": 6,
      "cash_share": 0.765,
      "receivables_share": 0.421,
      "inventory_share": 0.353,
      "ppe_share": 1.58,
      "payables_share": 0.294,
      "short_debt_share": 0.067,
      "long_debt_share": 0.93,
      "cash": 160.31,
      "receivables": 88.22,
      "inventory": 32.18,
      "cash_and_receivables": 248.53,
      "total_current_assets": 280.71,
      "property_equipment": 331.1,
      "total_assets": 611.81,
      "payables": 26.8,
      "short_term_debt": 14.04,
      "total_current_liabilities": 40.84,
      "long_term_debt": 194.89,
      "total_liabilities": 235.73,
      "total_equity": 376.08
    },
    {
      "id": 15,
      "statement_id": 24,
      "company_id": 6,
      "period_id": 9,
      "cash_share": 0.804,
      "receivables_share": 0.286,
      "inventory_share": 0.248,
      "ppe_share": 1.955,
      "payables_share": 0.244,
      "short_debt_share": 0.06,
      "long_debt_share": 0.966,
      "cash": 53.08,
      "receivables": 18.88,
      "inventory": 11.28,
      "cash_and_receivables": 71.96,
      "total_current_assets": 83.24,
      "property_equipment": 129.07,
      "total_assets": 212.31,
      "payables": 11.1,
      "short_term_debt": 3.96,
      "total_current_liabilities": 15.06,
      "long_term_debt": 63.78,
      "total_liabilities": 78.84,
      "total_equity": 133.47
    },
    {
      "id": 16,
      "statement_id": 33,
      "company_id": 4,
      "period_id": 9,
      "cash_share": 0.78,
      "receivables_share": 0.329,
      "inventory_share": 0.462,
      "ppe_share": 1.726,
      "payables_share": 0.282,
      "short_debt_share": 0.144,
      "long_debt_share": 0.447,
      "cash": 48.31,
      "receivables": 20.37,
      "inventory": 16.71,
      "cash_and_receivables": 68.68,
      "total_current_assets": 85.39,
      "property_equipment": 106.89,
      "total_assets": 192.28,
      "payables": 10.2,
      "short_term_debt": 8.92,
      "total_current_liabilities": 19.12,
      "long_term_debt": 27.68,
      "total_liabilities": 46.8,
      "total_equity": 145.48
    },
    {
      "id": 17,
      "statement_id": 58,
      "company_id": 3,
      "period_id": 11,
      "cash_share": 0.354,
      "receivables_share": 0.349,
      "inventory_share": 0.325,
      "ppe_share": 1.547,
      "payables_share": 0.197,
      "short_debt_share": 0.179,
      "long_debt_share": 0.403,
      "cash": 29.96,
      "receivables": 29.54,
      "inventory": 14.93,
      "cash_and_receivables": 59.5,
      "total_current_assets": 74.43,
      "property_equipment": 130.92,
      "total_assets": 205.35,
      "payables": 9.05,
      "short_term_debt": 15.15,
      "total_current_liabilities": 24.2,
      "long_term_debt": 34.11,
      "total_liabilities": 58.31,
      "total_equity": 147.04
    },
    {
      "id": 18,
      "statement_id": 73,
      "company_id": 2,
      "period_id": 7,
      "cash_share": 0.859,
      "receivables_share": 0.27,
      "inventory_share": 0.234,
      "ppe_share": 1.58,
      "payables_share": 0.276,
      "short_debt_share": 0.114,
      "long_debt_share": 0.324,
      "cash": 139.93,
      "receivables": 43.98,
      "inventory": 18.68,
      "cash_and_receivables": 183.91,
      "total_current_assets": 202.59,
      "property_equipment": 257.38,
      "total_assets": 459.97,
      "payables": 22.03,
      "short_term_debt": 18.57,
      "total_current_liabilities": 40.6,
      "long_term_debt": 52.78,
      "total_liabilities": 93.38,
      "total_equity": 366.59
    },
    {
      "id": 19,
      "statement_id": 34,
      "company_id": 1,
      "period_id": 9,
      "cash_share": 0.32,
      "receivables_share": 0.436,
      "inventory_share": 0.47,
      "ppe_share": 1.118,
      "payables_share": 0.295,
      "short_debt_share": 0.179,
      "long_debt_share": 0.635,
      "cash": 66.98,
      "receivables": 91.26,
      "inventory": 43.78,
      "cash_and_receivables": 158.24,
      "total_current_assets": 202.02,
      "property_equipment": 234.02,
      "total_assets": 436.04,
      "payables": 27.48,
      "short_term_debt": 37.47,
      "total_current_liabilities": 64.95,
      "long_term_debt": 132.92,
      "total_liabilities": 197.87,
      "total_equity": 238.17
    },
    {
      "id": 20,
      "statement_id": 15,
      "company_id": 7,
      "period_id": 2,
      "cash_share": 0.302,
      "receivables_share": 0.352,
      "inventory_share": 0.381,
      "ppe_share": 1.672,
      "payables_share": 0.3,
      "short_debt_share": 0.076,
      "long_debt_share": 0.45,
      "cash": 48.44,
      "receivables": 56.46,
      "inventory": 44.62,
      "cash_and_receivables": 104.9,
      "total_current_assets": 149.52,
      "property_equipment": 268.21,
      "total_assets": 417.73,
      "payables": 35.13,
      "short_term_debt": 12.19,
      "total_current_liabilities": 47.32,
      "long_term_debt": 72.18,
      "total_liabilities": 119.5,
      "total_equity": 298.23
    },
    {
      "id": 21,
      "statement_id": 5,
      "company_id": 2,
      "period_id": 6,
      "cash_share": 0.327,
      "receivables_share": 0.292,
      "inventory_share": 0.467,
      "ppe_share": 1.481,
      "payables_share": 0.249,
      "short_debt_share": 0.139,
      "long_debt_share": 0.837,
      "cash": 52.81,
      "receivables": 47.16,
      "inventory": 37.41,
      "cash_and_receivables": 99.97,
      "total_current_assets": 137.38,
      "property_equipment": 239.17,
      "total_assets": 376.55,
      "payables": 19.94,
      "short_term_debt": 22.45,
      "total_current_liabilities": 42.39,
      "long_term_debt": 135.17,
      "total_liabilities": 177.56,
      "total_equity": 198.99
    },
    {
      "id": 22,
      "statement_id": 56,
      "company_id": 6,
      "period_id": 3,
      "cash_share": 0.753,
      "receivables_share": 0.258,
      "inventory_share": 0.209,
      "ppe_share": 1.35,
      "payables_share": 0.276,
      "short_debt_share": 0.054,
      "long_debt_share": 0.683,
      "cash": 48.18,
      "receivables": 16.51,
      "inventory": 9.15,
      "cash_and_receivables": 64.69,
      "total_current_assets": 73.84,
      "property_equipment": 86.37,
      "total_assets": 160.21,
      "payables": 12.08,
      "short_term_debt": 3.45,
      "total_current_liabilities": 15.53,
      "long_term_debt": 43.7,
      "total_liabilities": 59.23,
      "total_equity": 100.98
    },
    {
      "id": 23,
      "statement_id": 65,
      "company_id": 1,
      "period_id": 5,
      "cash_share": 0.638,
      "receivables_share": 0.357,
      "inventory_share": 0.402,
      "ppe_share": 1.954,
      "payables_share": 0.187,
      "short_debt_share": 0.102,
      "long_debt_share": 0.666,
      "cash": 122.44,
      "receivables": 68.52,
      "inventory": 33.33,
      "cash_and_receivables": 190.96,
      "total_current_assets": 224.29,
      "property_equipment": 375.01,
      "total_assets": 599.3,
      "payables": 15.5,
      "short_term_debt": 19.58,
      "total_current_liabilities": 35.08,
      "long_term_debt": 127.82,
      "total_liabilities": 162.9,
      "total_equity": 436.4
    },
    {
      "id": 24,
      "statement_id": 6,
      "company_id": 1,
      "period_id": 2,
      "cash_share": 0.544,
      "receivables_share": 0.304,
      "inventory_share": 0.488,
      "ppe_share": 1.901,
      "payables_share": 0.22,
      "short_debt_share": 0.057,
      "long_debt_share": 0.422,
      "cash": 105.82,
      "receivables": 59.13,
      "inventory": 42.81,
      "cash_and_receivables": 164.95,
      "total_current_assets": 207.76,
      "property_equipment": 369.78,
      "total_assets": 577.54,
      "payables": 19.3,
      "short_term_debt": 11.09,
      "total_current_liabilities": 30.39,
      "long_term_debt": 82.09,
      "total_liabilities": 112.48,
      "total_equity": 465.06
    },
    {
      "id": 25,
      "statement_id": 85,
      "company_id": 3,
      "period_id": 2,
      "cash_share": 0.45,
      "receivables_share": 0.341,
      "inventory_share": 0.298,
      "ppe_share": 1.962,
      "payables_share": 0.161,
      "short_debt_share": 0.099,
      "long_debt_share": 0.795,
      "cash": 34.16,
      "receivables": 25.88,
      "inventory": 12.28,
      "cash_and_receivables": 60.04,
      "total_current_assets": 72.32,
      "property_equipment": 148.92,
      "total_assets": 221.24,
      "payables": 6.63,
      "short_term_debt": 7.51,
      "total_current_liabilities": 14.14,
      "long_term_debt": 60.34,
      "total_liabilities": 74.48,
      "total_equity": 146.76
    },
    {
      "id": 26,
      "statement_id": 68,
      "company_id": 2,
      "period_id": 11,
      "cash_share": 0.451,
      "receivables_share": 0.392,
      "inventory_share": 0.362,
      "ppe_share": 1.979,
      "payables_share": 0.291,
      "short_debt_share": 0.15,
      "long_debt_share": 0.926,
      "cash": 77.51,
      "receivables": 67.37,
      "inventory": 30.92,
      "cash_and_receivables": 144.88,
      "total_current_assets": 175.8,
      "property_equipment": 340.11,
      "total_assets": 515.91,
      "payables": 24.85,
      "short_term_debt": 25.78,
      "total_current_liabilities": 50.63,
      "long_term_debt": 159.14,
      "total_liabilities": 209.77,
      "total_equity": 306.14
    },
    {
      "id": 27,
      "statement_id": 50,
      "company_id": 1,
      "period_id": 12,
      "cash_share": 0.573,
      "receivables_share": 0.407,
      "inventory_share": 0.239,
      "ppe_share": 1.537,
      "payables_share": 0.166,
      "short_debt_share": 0.122,
      "long_debt_share": 0.613,
      "cash": 148.65,
      "receivables": 105.59,
      "inventory": 27.53,
      "cash_and_receivables": 254.24,
      "total_current_assets": 281.77,
      "property_equipment": 398.74,
      "total_assets": 680.51,
      "payables": 19.12,
      "short_term_debt": 31.65,
      "total_current_liabilities": 50.77,
      "long_term_debt": 159.03,
      "total_liabilities": 209.8,
      "total_equity": 470.71
    },
    {
      "id": 28,
      "statement_id": 23,
      "company_id": 1,
      "period_id": 10,
      "cash_share": 0.402,
      "receivables_share": 0.444,
      "inventory_share": 0.494,
      "ppe_share": 1.481,
      "payables_share": 0.21,
      "short_debt_share": 0.056,
      "long_debt_share": 0.913,
      "cash": 88.42,
      "receivables": 97.65,
      "inventory": 47.48,
      "cash_and_receivables": 186.07,
      "total_current_assets": 233.55,
      "property_equipment": 325.73,
      "total_assets": 559.28,
      "payables": 20.18,
      "short_term_debt": 12.32,
      "total_current_liabilities": 32.5,
      "long_term_debt": 200.81,
      "total_liabilities": 233.31,
      "total_equity": 325.97
    },
    {
      "id": 29,
      "statement_id": 4,
      "company_id": 8,
      "period_id": 8,
      "cash_share": 0.324,
      "receivables_share": 0.296,
      "inventory_share": 0.28,
      "ppe_share": 1.149,
      "payables_share": 0.261,
      "short_debt_share": 0.151,
      "long_debt_share": 0.379,
      "cash": 38.78,
      "receivables": 35.43,
      "inventory": 26.27,
      "cash_and_receivables": 74.21,
      "total_current_assets": 100.48,
      "property_equipment": 137.51,
      "total_assets": 237.99,
      "payables": 24.49,
      "short_term_debt": 18.07,
      "total_current_liabilities": 42.56,
      "long_term_debt": 45.36,
      "total_liabilities": 87.92,
      "total_equity": 150.07
    },
    {
      "id": 30,
      "statement_id": 80,
      "company_id": 3,
      "period_id": 8,
      "cash_share": 0.857,
      "receivables_share": 0.305,
      "inventory_share": 0.389,
      "ppe_share": 1.099,
      "payables_share": 0.16,
      "short_debt_share": 0.104,
      "long_debt_share": 0.695,
      "cash": 81.61,
      "receivables": 29.05,
      "inventory": 20.08,
      "cash_and_receivables": 110.66,
      "total_current_assets": 130.74,
      "property_equipment": 104.66,
      "total_assets": 235.4,
      "payables": 8.26,
      "short_term_debt": 9.9,
      "total_current_liabilities": 18.16,
      "long_term_debt": 66.18,
      "total_liabilities": 84.34,
      "total_equity": 151.06
    },
    {
      "id": 31,
      "statement_id": 63,
      "company_id": 7,
      "period_id": 5,
      "cash_share": 0.837,
      "receivables_share": 0.406,
      "inventory_share": 0.227,
      "ppe_share": 1.583,
      "payables_share": 0.166,
      "short_debt_share": 0.181,
      "long_debt_share": 0.438,
      "cash": 131.03,
      "receivables": 63.56,
      "inventory": 26.65,
      "cash_and_receivables": 194.59,
      "total_current_assets": 221.24,
      "property_equipment": 247.82,
      "total_assets": 469.06,
      "payables": 19.49,
      "short_term_debt": 28.34,
      "total_current_liabilities": 47.83,
      "long_term_debt": 68.57,
      "total_liabilities": 116.4,
      "total_equity": 352.66
    },
    {
      "id": 32,
      "statement_id": 78,
      "company_id": 8,
      "period_id": 5,
      "cash_share": 0.51,
      "receivables_share": 0.283,
      "inventory_share": 0.363,
      "ppe_share": 1.597,
      "payables_share": 0.248,
      "short_debt_share": 0.11,
      "long_debt_share": 0.572,
      "cash": 48.64,
      "receivables": 26.99,
      "inventory": 27.25,
      "cash_and_receivables": 75.63,
      "total_current_assets": 102.88,
      "property_equipment": 152.31,
      "total_assets": 255.19,
      "payables": 18.61,
      "short_term_debt": 10.49,
      "total_current_liabilities": 29.1,
      "long_term_debt": 54.55,
      "total_liabilities": 83.65,
      "total_equity": 171.54
    },
    {
      "id": 33,
      "statement_id": 45,
      "company_id": 4,
      "period_id": 8,
      "cash_share": 0.61,
      "receivables_share": 0.4,
      "inventory_share": 0.343,
      "ppe_share": 1.973,
      "payables_share": 0.25,
      "short_debt_share": 0.176,
      "long_debt_share": 0.367,
      "cash": 43.86,
      "receivables": 28.76,
      "inventory": 14.45,
      "cash_and_receivables": 72.62,
      "total_current_assets": 87.07,
      "property_equipment": 141.86,
      "total_assets": 228.93,
      "payables": 10.53,
      "short_term_debt": 12.65,
      "total_current_liabilities": 23.18,
      "long_term_debt": 26.39,
      "total_liabilities": 49.57,
      "total_equity": 179.36
    },
    {
      "id": 34,
      "statement_id": 31,
      "company_id": 6,
      "period_id": 6,
      "cash_share": 0.763,
      "receivables_share": 0.27,
      "inventory_share": 0.481,
      "ppe_share": 1.96,
      "payables_share": 0.259,
      "short_debt_share": 0.141,
      "long_debt_share": 0.454,
      "cash": 51.7,
      "receivables": 18.3,
      "inventory": 22.52,
      "cash_and_receivables": 70,
      "total_current_assets": 92.52,
      "property_equipment": 132.81,
      "total_assets": 225.33,
      "payables": 12.13,
      "short_term_debt": 9.55,
      "total_current_liabilities": 21.68,
      "long_term_debt": 30.76,
      "total_liabilities": 52.44,
      "total_equity": 172.89
    },
    {
      "id": 35,
      "statement_id": 16,
      "company_id": 8,
      "period_id": 7,
      "cash_share": 0.728,
      "receivables_share": 0.269,
      "inventory_share": 0.278,
      "ppe_share": 1.103,
      "payables_share": 0.175,
      "short_debt_share": 0.185,
      "long_debt_share": 0.824,
      "cash": 73.23,
      "receivables": 27.06,
      "inventory": 21.98,
      "cash_and_receivables": 100.29,
      "total_current_assets": 122.27,
      "property_equipment": 110.95,
      "total_assets": 233.22,
      "payables": 13.84,
      "short_term_debt": 18.61,
      "total_current_liabilities": 32.45,
      "long_term_debt": 82.89,
      "total_liabilities": 115.34,
      "total_equity": 117.88
    },
    {
      "id": 36,
      "statement_id": 22,
      "company_id": 5,
      "period_id": 7,
      "cash_share": 0.862,
      "receivables_share": 0.349,
      "inventory_share": 0.248,
      "ppe_share": 1.465,
      "payables_share": 0.197,
      "short_debt_share": 0.182,
      "long_debt_share": 0.97,
      "cash": 91.53,
      "receivables": 37.06,
      "inventory": 16.56,
      "cash_and_receivables": 128.59,
      "total_current_assets": 145.15,
      "property_equipment": 155.55,
      "total_assets": 300.7,
      "payables": 13.16,
      "short_term_debt": 19.32,
      "total_current_liabilities": 32.48,
      "long_term_debt": 102.99,
      "total_liabilities": 135.47,
      "total_equity": 165.23
    },
    {
      "id": 37,
      "statement_id": 10,
      "company_id": 6,
      "period_id": 7,
      "cash_share": 0.845,
      "receivables_share": 0.384,
      "inventory_share": 0.225,
      "ppe_share": 1.34,
      "payables_share": 0.177,
      "short_debt_share": 0.121,
      "long_debt_share": 0.988,
      "cash": 57.5,
      "receivables": 26.13,
      "inventory": 10.61,
      "cash_and_receivables": 83.63,
      "total_current_assets": 94.24,
      "property_equipment": 91.19,
      "total_assets": 185.43,
      "payables": 8.35,
      "short_term_debt": 8.23,
      "total_current_liabilities": 16.58,
      "long_term_debt": 67.23,
      "total_liabilities": 83.81,
      "total_equity": 101.62
    },
    {
      "id": 38,
      "statement_id": 18,
      "company_id": 6,
      "period_id": 10,
      "cash_share": 0.862,
      "receivables_share": 0.313,
      "inventory_share": 0.391,
      "ppe_share": 1.292,
      "payables_share": 0.178,
      "short_debt_share": 0.119,
      "long_debt_share": 0.371,
      "cash": 62.78,
      "receivables": 22.8,
      "inventory": 19.31,
      "cash_and_receivables": 85.58,
      "total_current_assets": 104.89,
      "property_equipment": 94.1,
      "total_assets": 198.99,
      "payables": 8.79,
      "short_term_debt": 8.67,
      "total_current_liabilities": 17.46,
      "long_term_debt": 27.02,
      "total_liabilities": 44.48,
      "total_equity": 154.51
    },
    {
      "id": 39,
      "statement_id": 54,
      "company_id": 7,
      "period_id": 4,
      "cash_share": 0.4,
      "receivables_share": 0.288,
      "inventory_share": 0.49,
      "ppe_share": 1.942,
      "payables_share": 0.249,
      "short_debt_share": 0.151,
      "long_debt_share": 0.944,
      "cash": 72.68,
      "receivables": 52.33,
      "inventory": 65.97,
      "cash_and_receivables": 125.01,
      "total_current_assets": 190.98,
      "property_equipment": 352.86,
      "total_assets": 543.84,
      "payables": 33.53,
      "short_term_debt": 27.44,
      "total_current_liabilities": 60.97,
      "long_term_debt": 171.52,
      "total_liabilities": 232.49,
      "total_equity": 311.35
    },
    {
      "id": 40,
      "statement_id": 59,
      "company_id": 4,
      "period_id": 10,
      "cash_share": 0.608,
      "receivables_share": 0.386,
      "inventory_share": 0.285,
      "ppe_share": 1.687,
      "payables_share": 0.195,
      "short_debt_share": 0.164,
      "long_debt_share": 0.511,
      "cash": 41.7,
      "receivables": 26.47,
      "inventory": 11.55,
      "cash_and_receivables": 68.17,
      "total_current_assets": 79.72,
      "property_equipment": 115.69,
      "total_assets": 195.41,
      "payables": 7.9,
      "short_term_debt": 11.25,
      "total_current_liabilities": 19.15,
      "long_term_debt": 35.04,
      "total_liabilities": 54.19,
      "total_equity": 141.22
    },
    {
      "id": 41,
      "statement_id": 93,
      "company_id": 3,
      "period_id": 6,
      "cash_share": 0.428,
      "receivables_share": 0.303,
      "inventory_share": 0.422,
      "ppe_share": 1.091,
      "payables_share": 0.207,
      "short_debt_share": 0.128,
      "long_debt_share": 0.469,
      "cash": 36.47,
      "receivables": 25.82,
      "inventory": 19.82,
      "cash_and_receivables": 62.29,
      "total_current_assets": 82.11,
      "property_equipment": 92.98,
      "total_assets": 175.09,
      "payables": 9.72,
      "short_term_debt": 10.91,
      "total_current_liabilities": 20.63,
      "long_term_debt": 39.97,
      "total_liabilities": 60.6,
      "total_equity": 114.49
    },
    {
      "id": 42,
      "statement_id": 96,
      "company_id": 4,
      "period_id": 11,
      "cash_share": 0.48,
      "receivables_share": 0.421,
      "inventory_share": 0.453,
      "ppe_share": 1.554,
      "payables_share": 0.204,
      "short_debt_share": 0.131,
      "long_debt_share": 0.575,
      "cash": 32.1,
      "receivables": 28.16,
      "inventory": 18.18,
      "cash_and_receivables": 60.26,
      "total_current_assets": 78.44,
      "property_equipment": 103.93,
      "total_assets": 182.37,
      "payables": 8.19,
      "short_term_debt": 8.76,
      "total_current_liabilities": 16.95,
      "long_term_debt": 38.46,
      "total_liabilities": 55.41,
      "total_equity": 126.96
    },
    {
      "id": 43,
      "statement_id": 91,
      "company_id": 1,
      "period_id": 4,
      "cash_share": 0.61,
      "receivables_share": 0.305,
      "inventory_share": 0.329,
      "ppe_share": 1.446,
      "payables_share": 0.283,
      "short_debt_share": 0.11,
      "long_debt_share": 0.631,
      "cash": 139.45,
      "receivables": 69.73,
      "inventory": 32.49,
      "cash_and_receivables": 209.18,
      "total_current_assets": 241.67,
      "property_equipment": 330.57,
      "total_assets": 572.24,
      "payables": 27.95,
      "short_term_debt": 25.15,
      "total_current_liabilities": 53.1,
      "long_term_debt": 144.25,
      "total_liabilities": 197.35,
      "total_equity": 374.89
    },
    {
      "id": 44,
      "statement_id": 40,
      "company_id": 3,
      "period_id": 3,
      "cash_share": 0.442,
      "receivables_share": 0.352,
      "inventory_share": 0.323,
      "ppe_share": 2.035,
      "payables_share": 0.273,
      "short_debt_share": 0.194,
      "long_debt_share": 0.376,
      "cash": 33.61,
      "receivables": 26.76,
      "inventory": 13.07,
      "cash_and_receivables": 60.37,
      "total_current_assets": 73.44,
      "property_equipment": 154.72,
      "total_assets": 228.16,
      "payables": 11.04,
      "short_term_debt": 14.75,
      "total_current_liabilities": 25.79,
      "long_term_debt": 28.59,
      "total_liabilities": 54.38,
      "total_equity": 173.78
    },
    {
      "id": 45,
      "statement_id": 30,
      "company_id": 2,
      "period_id": 4,
      "cash_share": 0.607,
      "receivables_share": 0.379,
      "inventory_share": 0.43,
      "ppe_share": 1.205,
      "payables_share": 0.156,
      "short_debt_share": 0.079,
      "long_debt_share": 0.686,
      "cash": 110.33,
      "receivables": 68.89,
      "inventory": 38.45,
      "cash_and_receivables": 179.22,
      "total_current_assets": 217.67,
      "property_equipment": 219.02,
      "total_assets": 436.69,
      "payables": 13.95,
      "short_term_debt": 14.36,
      "total_current_liabilities": 28.31,
      "long_term_debt": 124.69,
      "total_liabilities": 153,
      "total_equity": 283.69
    },
    {
      "id": 46,
      "statement_id": 87,
      "company_id": 2,
      "period_id": 1,
      "cash_share": 0.756,
      "receivables_share": 0.443,
      "inventory_share": 0.269,
      "ppe_share": 1.642,
      "payables_share": 0.197,
      "short_debt_share": 0.09,
      "long_debt_share": 0.679,
      "cash": 109.6,
      "receivables": 64.22,
      "inventory": 18.99,
      "cash_and_receivables": 173.82,
      "total_current_assets": 192.81,
      "property_equipment": 238.04,
      "total_assets": 430.85,
      "payables": 13.91,
      "short_term_debt": 13.05,
      "total_current_liabilities": 26.96,
      "long_term_debt": 98.43,
      "total_liabilities": 125.39,
      "total_equity": 305.46
    },
    {
      "id": 47,
      "statement_id": 28,
      "company_id": 4,
      "period_id": 1,
      "cash_share": 0.423,
      "receivables_share": 0.311,
      "inventory_share": 0.478,
      "ppe_share": 1.046,
      "payables_share": 0.218,
      "short_debt_share": 0.156,
      "long_debt_share": 0.593,
      "cash": 23.53,
      "receivables": 17.3,
      "inventory": 15.58,
      "cash_and_receivables": 40.83,
      "total_current_assets": 56.41,
      "property_equipment": 58.18,
      "total_assets": 114.59,
      "payables": 7.1,
      "short_term_debt": 8.68,
      "total_current_liabilities": 15.78,
      "long_term_debt": 32.98,
      "total_liabilities": 48.76,
      "total_equity": 65.83
    },
    {
      "id": 48,
      "statement_id": 57,
      "company_id": 8,
      "period_id": 11,
      "cash_share": 0.423,
      "receivables_share": 0.392,
      "inventory_share": 0.215,
      "ppe_share": 2.068,
      "payables_share": 0.23,
      "short_debt_share": 0.109,
      "long_debt_share": 0.882,
      "cash": 46.83,
      "receivables": 43.39,
      "inventory": 18.78,
      "cash_and_receivables": 90.22,
      "total_current_assets": 109,
      "property_equipment": 228.93,
      "total_assets": 337.93,
      "payables": 20.09,
      "short_term_debt": 12.07,
      "total_current_liabilities": 32.16,
      "long_term_debt": 97.64,
      "total_liabilities": 129.8,
      "total_equity": 208.13
    },
    {
      "id": 49,
      "statement_id": 70,
      "company_id": 8,
      "period_id": 4,
      "cash_share": 0.8,
      "receivables_share": 0.292,
      "inventory_share": 0.232,
      "ppe_share": 1.049,
      "payables_share": 0.2,
      "short_debt_share": 0.102,
      "long_debt_share": 0.546,
      "cash": 91.18,
      "receivables": 33.28,
      "inventory": 20.6,
      "cash_and_receivables": 124.46,
      "total_current_assets": 145.06,
      "property_equipment": 119.57,
      "total_assets": 264.63,
      "payables": 17.76,
      "short_term_debt": 11.63,
      "total_current_liabilities": 29.39,
      "long_term_debt": 62.23,
      "total_liabilities": 91.62,
      "total_equity": 173.01
    },
    {
      "id": 50,
      "statement_id": 51,
      "company_id": 7,
      "period_id": 10,
      "cash_share": 0.275,
      "receivables_share": 0.327,
      "inventory_share": 0.448,
      "ppe_share": 1.034,
      "payables_share": 0.189,
      "short_debt_share": 0.088,
      "long_debt_share": 0.617,
      "cash": 48.17,
      "receivables": 57.28,
      "inventory": 59.48,
      "cash_and_receivables": 105.45,
      "total_current_assets": 164.93,
      "property_equipment": 181.12,
      "total_assets": 346.05,
      "payables": 25.09,
      "short_term_debt": 15.41,
      "total_current_liabilities": 40.5,
      "long_term_debt": 108.07,
      "total_liabilities": 148.57,
      "total_equity": 197.48
    },
    {
      "id": 51,
      "statement_id": 35,
      "company_id": 5,
      "period_id": 10,
      "cash_share": 0.289,
      "receivables_share": 0.327,
      "inventory_share": 0.418,
      "ppe_share": 1.462,
      "payables_share": 0.222,
      "short_debt_share": 0.108,
      "long_debt_share": 0.744,
      "cash": 32.94,
      "receivables": 37.27,
      "inventory": 30.4,
      "cash_and_receivables": 70.21,
      "total_current_assets": 100.61,
      "property_equipment": 166.65,
      "total_assets": 267.26,
      "payables": 16.15,
      "short_term_debt": 12.31,
      "total_current_liabilities": 28.46,
      "long_term_debt": 84.81,
      "total_liabilities": 113.27,
      "total_equity": 153.99
    },
    {
      "id": 52,
      "statement_id": 27,
      "company_id": 6,
      "period_id": 5,
      "cash_share": 0.774,
      "receivables_share": 0.273,
      "inventory_share": 0.425,
      "ppe_share": 1.061,
      "payables_share": 0.277,
      "short_debt_share": 0.164,
      "long_debt_share": 0.552,
      "cash": 49.34,
      "receivables": 17.4,
      "inventory": 18.67,
      "cash_and_receivables": 66.74,
      "total_current_assets": 85.41,
      "property_equipment": 67.64,
      "total_assets": 153.05,
      "payables": 12.17,
      "short_term_debt": 10.46,
      "total_current_liabilities": 22.63,
      "long_term_debt": 35.19,
      "total_liabilities": 57.82,
      "total_equity": 95.23
    },
    {
      "id": 53,
      "statement_id": 52,
      "company_id": 3,
      "period_id": 4,
      "cash_share": 0.471,
      "receivables_share": 0.331,
      "inventory_share": 0.323,
      "ppe_share": 1.452,
      "payables_share": 0.22,
      "short_debt_share": 0.16,
      "long_debt_share": 0.351,
      "cash": 41.82,
      "receivables": 29.39,
      "inventory": 15.49,
      "cash_and_receivables": 71.21,
      "total_current_assets": 86.7,
      "property_equipment": 128.92,
      "total_assets": 215.62,
      "payables": 10.55,
      "short_term_debt": 14.21,
      "total_current_liabilities": 24.76,
      "long_term_debt": 31.17,
      "total_liabilities": 55.93,
      "total_equity": 159.69
    },
    {
      "id": 54,
      "statement_id": 81,
      "company_id": 2,
      "period_id": 10,
      "cash_share": 0.376,
      "receivables_share": 0.377,
      "inventory_share": 0.379,
      "ppe_share": 1.548,
      "payables_share": 0.167,
      "short_debt_share": 0.099,
      "long_debt_share": 0.606,
      "cash": 65.29,
      "receivables": 65.47,
      "inventory": 31.72,
      "cash_and_receivables": 130.76,
      "total_current_assets": 162.48,
      "property_equipment": 268.81,
      "total_assets": 431.29,
      "payables": 13.98,
      "short_term_debt": 17.19,
      "total_current_liabilities": 31.17,
      "long_term_debt": 105.23,
      "total_liabilities": 136.4,
      "total_equity": 294.89
    },
    {
      "id": 55,
      "statement_id": 95,
      "company_id": 5,
      "period_id": 1,
      "cash_share": 0.394,
      "receivables_share": 0.383,
      "inventory_share": 0.217,
      "ppe_share": 1.617,
      "payables_share": 0.259,
      "short_debt_share": 0.091,
      "long_debt_share": 0.744,
      "cash": 37.41,
      "receivables": 36.37,
      "inventory": 13.06,
      "cash_and_receivables": 73.78,
      "total_current_assets": 86.84,
      "property_equipment": 153.55,
      "total_assets": 240.39,
      "payables": 15.59,
      "short_term_debt": 8.64,
      "total_current_liabilities": 24.23,
      "long_term_debt": 70.65,
      "total_liabilities": 94.88,
      "total_equity": 145.51
    },
    {
      "id": 56,
      "statement_id": 7,
      "company_id": 6,
      "period_id": 4,
      "cash_share": 0.587,
      "receivables_share": 0.261,
      "inventory_share": 0.405,
      "ppe_share": 1.797,
      "payables_share": 0.271,
      "short_debt_share": 0.165,
      "long_debt_share": 0.562,
      "cash": 43.83,
      "receivables": 19.49,
      "inventory": 20.77,
      "cash_and_receivables": 63.32,
      "total_current_assets": 84.09,
      "property_equipment": 134.16,
      "total_assets": 218.25,
      "payables": 13.9,
      "short_term_debt": 12.32,
      "total_current_liabilities": 26.22,
      "long_term_debt": 41.96,
      "total_liabilities": 68.18,
      "total_equity": 150.07
    },
    {
      "id": 57,
      "statement_id": 69,
      "company_id": 4,
      "period_id": 7,
      "cash_share": 0.635,
      "receivables_share": 0.36,
      "inventory_share": 0.384,
      "ppe_share": 2.197,
      "payables_share": 0.152,
      "short_debt_share": 0.168,
      "long_debt_share": 0.53,
      "cash": 40.01,
      "receivables": 22.68,
      "inventory": 14.47,
      "cash_and_receivables": 62.69,
      "total_current_assets": 77.16,
      "property_equipment": 138.41,
      "total_assets": 215.57,
      "payables": 5.73,
      "short_term_debt": 10.58,
      "total_current_liabilities": 16.31,
      "long_term_debt": 33.39,
      "total_liabilities": 49.7,
      "total_equity": 165.87
    },
    {
      "id": 58,
      "statement_id": 25,
      "company_id": 4,
      "period_id": 4,
      "cash_share": 0.363,
      "receivables_share": 0.402,
      "inventory_share": 0.489,
      "ppe_share": 1.101,
      "payables_share": 0.164,
      "short_debt_share": 0.196,
      "long_debt_share": 0.935,
      "cash": 25.5,
      "receivables": 28.24,
      "inventory": 20.2,
      "cash_and_receivables": 53.74,
      "total_current_assets": 73.94,
      "property_equipment": 77.33,
      "total_assets": 151.27,
      "payables": 6.77,
      "short_term_debt": 13.77,
      "total_current_liabilities": 20.54,
      "long_term_debt": 65.67,
      "total_liabilities": 86.21,
      "total_equity": 65.06
    },
    {
      "id": 59,
      "statement_id": 79,
      "company_id": 7,
      "period_id": 7,
      "cash_share": 0.409,
      "receivables_share": 0.256,
      "inventory_share": 0.446,
      "ppe_share": 1.343,
      "payables_share": 0.283,
      "short_debt_share": 0.161,
      "long_debt_share": 0.643,
      "cash": 69.08,
      "receivables": 43.24,
      "inventory": 55.51,
      "cash_and_receivables": 112.32,
      "total_current_assets": 167.83,
      "property_equipment": 226.82,
      "total_assets": 394.65,
      "payables": 35.23,
      "short_term_debt": 27.19,
      "total_current_liabilities": 62.42,
      "long_term_debt": 108.6,
      "total_liabilities": 171.02,
      "total_equity": 223.63
    },
    {
      "id": 60,
      "statement_id": 48,
      "company_id": 1,
      "period_id": 11,
      "cash_share": 0.898,
      "receivables_share": 0.308,
      "inventory_share": 0.455,
      "ppe_share": 1.662,
      "payables_share": 0.165,
      "short_debt_share": 0.058,
      "long_debt_share": 0.532,
      "cash": 191.2,
      "receivables": 65.58,
      "inventory": 42.62,
      "cash_and_receivables": 256.78,
      "total_current_assets": 299.4,
      "property_equipment": 353.87,
      "total_assets": 653.27,
      "payables": 15.46,
      "short_term_debt": 12.35,
      "total_current_liabilities": 27.81,
      "long_term_debt": 113.27,
      "total_liabilities": 141.08,
      "total_equity": 512.19
    },
    {
      "id": 61,
      "statement_id": 92,
      "company_id": 2,
      "period_id": 9,
      "cash_share": 0.712,
      "receivables_share": 0.337,
      "inventory_share": 0.21,
      "ppe_share": 1.32,
      "payables_share": 0.167,
      "short_debt_share": 0.067,
      "long_debt_share": 0.356,
      "cash": 115.96,
      "receivables": 54.88,
      "inventory": 16.79,
      "cash_and_receivables": 170.84,
      "total_current_assets": 187.63,
      "property_equipment": 214.98,
      "total_assets": 402.61,
      "payables": 13.35,
      "short_term_debt": 10.91,
      "total_current_liabilities": 24.26,
      "long_term_debt": 57.98,
      "total_liabilities": 82.24,
      "total_equity": 320.37
    },
    {
      "id": 62,
      "statement_id": 89,
      "company_id": 8,
      "period_id": 6,
      "cash_share": 0.569,
      "receivables_share": 0.356,
      "inventory_share": 0.219,
      "ppe_share": 1.969,
      "payables_share": 0.242,
      "short_debt_share": 0.181,
      "long_debt_share": 0.642,
      "cash": 59.15,
      "receivables": 37.01,
      "inventory": 18.01,
      "cash_and_receivables": 96.16,
      "total_current_assets": 114.17,
      "property_equipment": 204.7,
      "total_assets": 318.87,
      "payables": 19.9,
      "short_term_debt": 18.82,
      "total_current_liabilities": 38.72,
      "long_term_debt": 66.74,
      "total_liabilities": 105.46,
      "total_equity": 213.41
    },
    {
      "id": 63,
      "statement_id": 75,
      "company_id": 5,
      "period_id": 11,
      "cash_share": 0.253,
      "receivables_share": 0.379,
      "inventory_share": 0.392,
      "ppe_share": 1.091,
      "payables_share": 0.286,
      "short_debt_share": 0.179,
      "long_debt_share": 0.316,
      "cash": 28.84,
      "receivables": 43.21,
      "inventory": 29.05,
      "cash_and_receivables": 72.05,
      "total_current_assets": 101.1,
      "property_equipment": 124.38,
      "total_assets": 225.48,
      "payables": 21.2,
      "short_term_debt": 20.41,
      "total_current_liabilities": 41.61,
      "long_term_debt": 36.03,
      "total_liabilities": 77.64,
      "total_equity": 147.84
    },
    {
      "id": 64,
      "statement_id": 60,
      "company_id": 6,
      "period_id": 11,
      "cash_share": 0.863,
      "receivables_share": 0.396,
      "inventory_share": 0.237,
      "ppe_share": 2.029,
      "payables_share": 0.262,
      "short_debt_share": 0.13,
      "long_debt_share": 0.337,
      "cash": 61.95,
      "receivables": 28.43,
      "inventory": 11.59,
      "cash_and_receivables": 90.38,
      "total_current_assets": 101.97,
      "property_equipment": 145.66,
      "total_assets": 247.63,
      "payables": 12.81,
      "short_term_debt": 9.33,
      "total_current_liabilities": 22.14,
      "long_term_debt": 24.19,
      "total_liabilities": 46.33,
      "total_equity": 201.3
    },
    {
      "id": 65,
      "statement_id": 19,
      "company_id": 6,
      "period_id": 12,
      "cash_share": 0.355,
      "receivables_share": 0.414,
      "inventory_share": 0.204,
      "ppe_share": 1.32,
      "payables_share": 0.231,
      "short_debt_share": 0.055,
      "long_debt_share": 0.58,
      "cash": 29.49,
      "receivables": 34.39,
      "inventory": 11.52,
      "cash_and_receivables": 63.88,
      "total_current_assets": 75.4,
      "property_equipment": 109.65,
      "total_assets": 185.05,
      "payables": 13.05,
      "short_term_debt": 4.57,
      "total_current_liabilities": 17.62,
      "long_term_debt": 48.18,
      "total_liabilities": 65.8,
      "total_equity": 119.25
    },
    {
      "id": 66,
      "statement_id": 8,
      "company_id": 1,
      "period_id": 8,
      "cash_share": 0.562,
      "receivables_share": 0.444,
      "inventory_share": 0.345,
      "ppe_share": 1.147,
      "payables_share": 0.275,
      "short_debt_share": 0.125,
      "long_debt_share": 0.63,
      "cash": 133.83,
      "receivables": 105.73,
      "inventory": 36.56,
      "cash_and_receivables": 239.56,
      "total_current_assets": 276.12,
      "property_equipment": 273.15,
      "total_assets": 549.27,
      "payables": 29.14,
      "short_term_debt": 29.77,
      "total_current_liabilities": 58.91,
      "long_term_debt": 150.03,
      "total_liabilities": 208.94,
      "total_equity": 340.33
    },
    {
      "id": 67,
      "statement_id": 41,
      "company_id": 3,
      "period_id": 12,
      "cash_share": 0.703,
      "receivables_share": 0.292,
      "inventory_share": 0.37,
      "ppe_share": 1.309,
      "payables_share": 0.157,
      "short_debt_share": 0.2,
      "long_debt_share": 0.362,
      "cash": 72.08,
      "receivables": 29.94,
      "inventory": 20.56,
      "cash_and_receivables": 102.02,
      "total_current_assets": 122.58,
      "property_equipment": 134.21,
      "total_assets": 256.79,
      "payables": 8.72,
      "short_term_debt": 20.51,
      "total_current_liabilities": 29.23,
      "long_term_debt": 37.12,
      "total_liabilities": 66.35,
      "total_equity": 190.44
    },
    {
      "id": 68,
      "statement_id": 36,
      "company_id": 7,
      "period_id": 11,
      "cash_share": 0.629,
      "receivables_share": 0.367,
      "inventory_share": 0.324,
      "ppe_share": 1.634,
      "payables_share": 0.226,
      "short_debt_share": 0.077,
      "long_debt_share": 0.743,
      "cash": 109.04,
      "receivables": 63.62,
      "inventory": 41,
      "cash_and_receivables": 172.66,
      "total_current_assets": 213.66,
      "property_equipment": 283.25,
      "total_assets": 496.91,
      "payables": 28.6,
      "short_term_debt": 13.35,
      "total_current_liabilities": 41.95,
      "long_term_debt": 128.8,
      "total_liabilities": 170.75,
      "total_equity": 326.16
    },
    {
      "id": 69,
      "statement_id": 21,
      "company_id": 8,
      "period_id": 9,
      "cash_share": 0.426,
      "receivables_share": 0.319,
      "inventory_share": 0.22,
      "ppe_share": 1.855,
      "payables_share": 0.209,
      "short_debt_share": 0.087,
      "long_debt_share": 0.586,
      "cash": 43.41,
      "receivables": 32.51,
      "inventory": 17.91,
      "cash_and_receivables": 75.92,
      "total_current_assets": 93.83,
      "property_equipment": 189.04,
      "total_assets": 282.87,
      "payables": 17.02,
      "short_term_debt": 8.87,
      "total_current_liabilities": 25.89,
      "long_term_debt": 59.72,
      "total_liabilities": 85.61,
      "total_equity": 197.26
    },
    {
      "id": 70,
      "statement_id": 77,
      "company_id": 5,
      "period_id": 4,
      "cash_share": 0.64,
      "receivables_share": 0.412,
      "inventory_share": 0.463,
      "ppe_share": 1.597,
      "payables_share": 0.295,
      "short_debt_share": 0.105,
      "long_debt_share": 0.832,
      "cash": 72.42,
      "receivables": 46.62,
      "inventory": 32.9,
      "cash_and_receivables": 119.04,
      "total_current_assets": 151.94,
      "property_equipment": 180.7,
      "total_assets": 332.64,
      "payables": 20.96,
      "short_term_debt": 11.88,
      "total_current_liabilities": 32.84,
      "long_term_debt": 94.14,
      "total_liabilities": 126.98,
      "total_equity": 205.66
    },
    {
      "id": 71,
      "statement_id": 55,
      "company_id": 8,
      "period_id": 10,
      "cash_share": 0.77,
      "receivables_share": 0.379,
      "inventory_share": 0.469,
      "ppe_share": 1.169,
      "payables_share": 0.25,
      "short_debt_share": 0.074,
      "long_debt_share": 0.996,
      "cash": 83.91,
      "receivables": 41.3,
      "inventory": 40.94,
      "cash_and_receivables": 125.21,
      "total_current_assets": 166.15,
      "property_equipment": 127.4,
      "total_assets": 293.55,
      "payables": 21.82,
      "short_term_debt": 8.06,
      "total_current_liabilities": 29.88,
      "long_term_debt": 108.54,
      "total_liabilities": 138.42,
      "total_equity": 155.13
    },
    {
      "id": 72,
      "statement_id": 1,
      "company_id": 1,
      "period_id": 3,
      "cash_share": 0.536,
      "receivables_share": 0.322,
      "inventory_share": 0.465,
      "ppe_share": 2.102,
      "payables_share": 0.224,
      "short_debt_share": 0.074,
      "long_debt_share": 0.497,
      "cash": 105.44,
      "receivables": 63.34,
      "inventory": 39.52,
      "cash_and_receivables": 168.78,
      "total_current_assets": 208.3,
      "property_equipment": 413.48,
      "total_assets": 621.78,
      "payables": 19.04,
      "short_term_debt": 14.56,
      "total_current_liabilities": 33.6,
      "long_term_debt": 97.76,
      "total_liabilities": 131.36,
      "total_equity": 490.42
    },
    {
      "id": 73,
      "statement_id": 64,
      "company_id": 5,
      "period_id": 3,
      "cash_share": 0.73,
      "receivables_share": 0.298,
      "inventory_share": 0.442,
      "ppe_share": 1.703,
      "payables_share": 0.224,
      "short_debt_share": 0.174,
      "long_debt_share": 0.634,
      "cash": 72.81,
      "receivables": 29.72,
      "inventory": 28.48,
      "cash_and_receivables": 102.53,
      "total_current_assets": 131.01,
      "property_equipment": 169.86,
      "total_assets": 300.87,
      "payables": 14.43,
      "short_term_debt": 17.35,
      "total_current_liabilities": 31.78,
      "long_term_debt": 63.24,
      "total_liabilities": 95.02,
      "total_equity": 205.85
    },
    {
      "id": 74,
      "statement_id": 11,
      "company_id": 5,
      "period_id": 12,
      "cash_share": 0.697,
      "receivables_share": 0.329,
      "inventory_share": 0.428,
      "ppe_share": 2.081,
      "payables_share": 0.189,
      "short_debt_share": 0.081,
      "long_debt_share": 0.567,
      "cash": 89.09,
      "receivables": 42.05,
      "inventory": 34.19,
      "cash_and_receivables": 131.14,
      "total_current_assets": 165.33,
      "property_equipment": 265.99,
      "total_assets": 431.32,
      "payables": 15.1,
      "short_term_debt": 10.35,
      "total_current_liabilities": 25.45,
      "long_term_debt": 72.47,
      "total_liabilities": 97.92,
      "total_equity": 333.4
    },
    {
      "id": 75,
      "statement_id": 44,
      "company_id": 3,
      "period_id": 9,
      "cash_share": 0.833,
      "receivables_share": 0.256,
      "inventory_share": 0.441,
      "ppe_share": 1.428,
      "payables_share": 0.175,
      "short_debt_share": 0.146,
      "long_debt_share": 0.499,
      "cash": 65.52,
      "receivables": 20.13,
      "inventory": 18.73,
      "cash_and_receivables": 85.65,
      "total_current_assets": 104.38,
      "property_equipment": 112.31,
      "total_assets": 216.69,
      "payables": 7.43,
      "short_term_debt": 11.48,
      "total_current_liabilities": 18.91,
      "long_term_debt": 39.25,
      "total_liabilities": 58.16,
      "total_equity": 158.53
    },
    {
      "id": 76,
      "statement_id": 84,
      "company_id": 5,
      "period_id": 2,
      "cash_share": 0.371,
      "receivables_share": 0.421,
      "inventory_share": 0.202,
      "ppe_share": 1.144,
      "payables_share": 0.193,
      "short_debt_share": 0.054,
      "long_debt_share": 0.808,
      "cash": 37.37,
      "receivables": 42.41,
      "inventory": 13.04,
      "cash_and_receivables": 79.78,
      "total_current_assets": 92.82,
      "property_equipment": 115.24,
      "total_assets": 208.06,
      "payables": 12.46,
      "short_term_debt": 5.44,
      "total_current_liabilities": 17.9,
      "long_term_debt": 81.39,
      "total_liabilities": 99.29,
      "total_equity": 108.77
    },
    {
      "id": 77,
      "statement_id": 72,
      "company_id": 5,
      "period_id": 5,
      "cash_share": 0.304,
      "receivables_share": 0.265,
      "inventory_share": 0.357,
      "ppe_share": 1.223,
      "payables_share": 0.159,
      "short_debt_share": 0.129,
      "long_debt_share": 0.852,
      "cash": 29.2,
      "receivables": 25.45,
      "inventory": 22.08,
      "cash_and_receivables": 54.65,
      "total_current_assets": 76.73,
      "property_equipment": 117.46,
      "total_assets": 194.19,
      "payables": 9.83,
      "short_term_debt": 12.39,
      "total_current_liabilities": 22.22,
      "long_term_debt": 81.83,
      "total_liabilities": 104.05,
      "total_equity": 90.14
    },
    {
      "id": 78,
      "statement_id": 88,
      "company_id": 1,
      "period_id": 7,
      "cash_share": 0.497,
      "receivables_share": 0.363,
      "inventory_share": 0.432,
      "ppe_share": 1.012,
      "payables_share": 0.245,
      "short_debt_share": 0.054,
      "long_debt_share": 0.657,
      "cash": 103.36,
      "receivables": 75.49,
      "inventory": 39.44,
      "cash_and_receivables": 178.85,
      "total_current_assets": 218.29,
      "property_equipment": 210.46,
      "total_assets": 428.75,
      "payables": 22.37,
      "short_term_debt": 11.23,
      "total_current_liabilities": 33.6,
      "long_term_debt": 136.63,
      "total_liabilities": 170.23,
      "total_equity": 258.52
    },
    {
      "id": 79,
      "statement_id": 32,
      "company_id": 1,
      "period_id": 1,
      "cash_share": 0.495,
      "receivables_share": 0.315,
      "inventory_share": 0.21,
      "ppe_share": 1.359,
      "payables_share": 0.162,
      "short_debt_share": 0.197,
      "long_debt_share": 0.918,
      "cash": 92.6,
      "receivables": 58.93,
      "inventory": 17.44,
      "cash_and_receivables": 151.53,
      "total_current_assets": 168.97,
      "property_equipment": 254.23,
      "total_assets": 423.2,
      "payables": 13.46,
      "short_term_debt": 36.85,
      "total_current_liabilities": 50.31,
      "long_term_debt": 171.73,
      "total_liabilities": 222.04,
      "total_equity": 201.16
    },
    {
      "id": 80,
      "statement_id": 29,
      "company_id": 8,
      "period_id": 2,
      "cash_share": 0.82,
      "receivables_share": 0.312,
      "inventory_share": 0.316,
      "ppe_share": 1.816,
      "payables_share": 0.192,
      "short_debt_share": 0.107,
      "long_debt_share": 0.852,
      "cash": 80.32,
      "receivables": 30.56,
      "inventory": 24.36,
      "cash_and_receivables": 110.88,
      "total_current_assets": 135.24,
      "property_equipment": 177.88,
      "total_assets": 313.12,
      "payables": 14.8,
      "short_term_debt": 10.48,
      "total_current_liabilities": 25.28,
      "long_term_debt": 83.45,
      "total_liabilities": 108.73,
      "total_equity": 204.39
    },
    {
      "id": 81,
      "statement_id": 38,
      "company_id": 8,
      "period_id": 3,
      "cash_share": 0.252,
      "receivables_share": 0.277,
      "inventory_share": 0.454,
      "ppe_share": 2.118,
      "payables_share": 0.194,
      "short_debt_share": 0.133,
      "long_debt_share": 0.769,
      "cash": 24.59,
      "receivables": 27.03,
      "inventory": 34.87,
      "cash_and_receivables": 51.62,
      "total_current_assets": 86.49,
      "property_equipment": 206.7,
      "total_assets": 293.19,
      "payables": 14.9,
      "short_term_debt": 12.98,
      "total_current_liabilities": 27.88,
      "long_term_debt": 75.05,
      "total_liabilities": 102.93,
      "total_equity": 190.26
    },
    {
      "id": 82,
      "statement_id": 94,
      "company_id": 2,
      "period_id": 12,
      "cash_share": 0.418,
      "receivables_share": 0.32,
      "inventory_share": 0.314,
      "ppe_share": 1.758,
      "payables_share": 0.263,
      "short_debt_share": 0.078,
      "long_debt_share": 0.507,
      "cash": 86.55,
      "receivables": 66.26,
      "inventory": 31.99,
      "cash_and_receivables": 152.81,
      "total_current_assets": 184.8,
      "property_equipment": 364.01,
      "total_assets": 548.81,
      "payables": 26.79,
      "short_term_debt": 16.15,
      "total_current_liabilities": 42.94,
      "long_term_debt": 104.98,
      "total_liabilities": 147.92,
      "total_equity": 400.89
    },
    {
      "id": 83,
      "statement_id": 90,
      "company_id": 6,
      "period_id": 8,
      "cash_share": 0.641,
      "receivables_share": 0.388,
      "inventory_share": 0.267,
      "ppe_share": 1.367,
      "payables_share": 0.216,
      "short_debt_share": 0.182,
      "long_debt_share": 0.399,
      "cash": 50.8,
      "receivables": 30.75,
      "inventory": 14.64,
      "cash_and_receivables": 81.55,
      "total_current_assets": 96.19,
      "property_equipment": 108.33,
      "total_assets": 204.52,
      "payables": 11.85,
      "short_term_debt": 14.42,
      "total_current_liabilities": 26.27,
      "long_term_debt": 31.62,
      "total_liabilities": 57.89,
      "total_equity": 146.63
    },
    {
      "id": 84,
      "statement_id": 43,
      "company_id": 8,
      "period_id": 12,
      "cash_share": 0.567,
      "receivables_share": 0.428,
      "inventory_share": 0.372,
      "ppe_share": 1.153,
      "payables_share": 0.211,
      "short_debt_share": 0.117,
      "long_debt_share": 0.352,
      "cash": 71.47,
      "receivables": 53.95,
      "inventory": 36.86,
      "cash_and_receivables": 125.42,
      "total_current_assets": 162.28,
      "property_equipment": 145.34,
      "total_assets": 307.62,
      "payables": 20.91,
      "short_term_debt": 14.75,
      "total_current_liabilities": 35.66,
      "long_term_debt": 44.37,
      "total_liabilities": 80.03,
      "total_equity": 227.59
    },
    {
      "id": 85,
      "statement_id": 76,
      "company_id": 2,
      "period_id": 8,
      "cash_share": 0.58,
      "receivables_share": 0.31,
      "inventory_share": 0.389,
      "ppe_share": 1.777,
      "payables_share": 0.172,
      "short_debt_share": 0.166,
      "long_debt_share": 0.505,
      "cash": 111.04,
      "receivables": 59.35,
      "inventory": 36.64,
      "cash_and_receivables": 170.39,
      "total_current_assets": 207.03,
      "property_equipment": 340.19,
      "total_assets": 547.22,
      "payables": 16.2,
      "short_term_debt": 31.78,
      "total_current_liabilities": 47.98,
      "long_term_debt": 96.68,
      "total_liabilities": 144.66,
      "total_equity": 402.56
    },
    {
      "id": 86,
      "statement_id": 47,
      "company_id": 2,
      "period_id": 3,
      "cash_share": 0.426,
      "receivables_share": 0.295,
      "inventory_share": 0.446,
      "ppe_share": 1.504,
      "payables_share": 0.173,
      "short_debt_share": 0.104,
      "long_debt_share": 0.485,
      "cash": 66.17,
      "receivables": 45.82,
      "inventory": 33.39,
      "cash_and_receivables": 111.99,
      "total_current_assets": 145.38,
      "property_equipment": 233.6,
      "total_assets": 378.98,
      "payables": 12.95,
      "short_term_debt": 16.15,
      "total_current_liabilities": 29.1,
      "long_term_debt": 75.33,
      "total_liabilities": 104.43,
      "total_equity": 274.55
    },
    {
      "id": 87,
      "statement_id": 13,
      "company_id": 5,
      "period_id": 9,
      "cash_share": 0.836,
      "receivables_share": 0.436,
      "inventory_share": 0.283,
      "ppe_share": 1.548,
      "payables_share": 0.215,
      "short_debt_share": 0.165,
      "long_debt_share": 0.744,
      "cash": 85.09,
      "receivables": 44.38,
      "inventory": 18.32,
      "cash_and_receivables": 129.47,
      "total_current_assets": 147.79,
      "property_equipment": 157.56,
      "total_assets": 305.35,
      "payables": 13.92,
      "short_term_debt": 16.79,
      "total_current_liabilities": 30.71,
      "long_term_debt": 75.72,
      "total_liabilities": 106.43,
      "total_equity": 198.92
    },
    {
      "id": 88,
      "statement_id": 26,
      "company_id": 2,
      "period_id": 5,
      "cash_share": 0.554,
      "receivables_share": 0.269,
      "inventory_share": 0.336,
      "ppe_share": 1.349,
      "payables_share": 0.156,
      "short_debt_share": 0.064,
      "long_debt_share": 0.465,
      "cash": 85.98,
      "receivables": 41.75,
      "inventory": 25.5,
      "cash_and_receivables": 127.73,
      "total_current_assets": 153.23,
      "property_equipment": 209.36,
      "total_assets": 362.59,
      "payables": 11.84,
      "short_term_debt": 9.93,
      "total_current_liabilities": 21.77,
      "long_term_debt": 72.17,
      "total_liabilities": 93.94,
      "total_equity": 268.65
    },
    {
      "id": 89,
      "statement_id": 86,
      "company_id": 3,
      "period_id": 1,
      "cash_share": 0.486,
      "receivables_share": 0.392,
      "inventory_share": 0.325,
      "ppe_share": 1.643,
      "payables_share": 0.24,
      "short_debt_share": 0.062,
      "long_debt_share": 0.66,
      "cash": 35.76,
      "receivables": 28.84,
      "inventory": 13.01,
      "cash_and_receivables": 64.6,
      "total_current_assets": 77.61,
      "property_equipment": 120.89,
      "total_assets": 198.5,
      "payables": 9.61,
      "short_term_debt": 4.56,
      "total_current_liabilities": 14.17,
      "long_term_debt": 48.56,
      "total_liabilities": 62.73,
      "total_equity": 135.77
    },
    {
      "id": 90,
      "statement_id": 82,
      "company_id": 7,
      "period_id": 3,
      "cash_share": 0.519,
      "receivables_share": 0.409,
      "inventory_share": 0.402,
      "ppe_share": 1.14,
      "payables_share": 0.287,
      "short_debt_share": 0.101,
      "long_debt_share": 0.509,
      "cash": 78.49,
      "receivables": 61.86,
      "inventory": 44.57,
      "cash_and_receivables": 140.35,
      "total_current_assets": 184.92,
      "property_equipment": 172.41,
      "total_assets": 357.33,
      "payables": 31.82,
      "short_term_debt": 15.28,
      "total_current_liabilities": 47.1,
      "long_term_debt": 76.98,
      "total_liabilities": 124.08,
      "total_equity": 233.25
    },
    {
      "id": 91,
      "statement_id": 83,
      "company_id": 2,
      "period_id": 2,
      "cash_share": 0.868,
      "receivables_share": 0.374,
      "inventory_share": 0.28,
      "ppe_share": 1.094,
      "payables_share": 0.197,
      "short_debt_share": 0.154,
      "long_debt_share": 0.392,
      "cash": 136.28,
      "receivables": 58.72,
      "inventory": 21.85,
      "cash_and_receivables": 195,
      "total_current_assets": 216.85,
      "property_equipment": 171.77,
      "total_assets": 388.62,
      "payables": 15.37,
      "short_term_debt": 24.18,
      "total_current_liabilities": 39.55,
      "long_term_debt": 61.55,
      "total_liabilities": 101.1,
      "total_equity": 287.52
    },
    {
      "id": 92,
      "statement_id": 62,
      "company_id": 4,
      "period_id": 3,
      "cash_share": 0.747,
      "receivables_share": 0.304,
      "inventory_share": 0.212,
      "ppe_share": 1.425,
      "payables_share": 0.225,
      "short_debt_share": 0.112,
      "long_debt_share": 0.651,
      "cash": 44.92,
      "receivables": 18.28,
      "inventory": 7.62,
      "cash_and_receivables": 63.2,
      "total_current_assets": 70.82,
      "property_equipment": 85.7,
      "total_assets": 156.52,
      "payables": 8.09,
      "short_term_debt": 6.74,
      "total_current_liabilities": 14.83,
      "long_term_debt": 39.15,
      "total_liabilities": 53.98,
      "total_equity": 102.54
    },
    {
      "id": 93,
      "statement_id": 37,
      "company_id": 5,
      "period_id": 8,
      "cash_share": 0.595,
      "receivables_share": 0.443,
      "inventory_share": 0.285,
      "ppe_share": 1.466,
      "payables_share": 0.25,
      "short_debt_share": 0.178,
      "long_debt_share": 0.792,
      "cash": 75.77,
      "receivables": 56.41,
      "inventory": 23.34,
      "cash_and_receivables": 132.18,
      "total_current_assets": 155.52,
      "property_equipment": 186.68,
      "total_assets": 342.2,
      "payables": 20.47,
      "short_term_debt": 22.67,
      "total_current_liabilities": 43.14,
      "long_term_debt": 100.85,
      "total_liabilities": 143.99,
      "total_equity": 198.21
    },
    {
      "id": 94,
      "statement_id": 46,
      "company_id": 4,
      "period_id": 5,
      "cash_share": 0.782,
      "receivables_share": 0.446,
      "inventory_share": 0.396,
      "ppe_share": 2.178,
      "payables_share": 0.294,
      "short_debt_share": 0.181,
      "long_debt_share": 0.634,
      "cash": 45.64,
      "receivables": 26.03,
      "inventory": 13.45,
      "cash_and_receivables": 71.67,
      "total_current_assets": 85.12,
      "property_equipment": 127.11,
      "total_assets": 212.23,
      "payables": 9.99,
      "short_term_debt": 10.56,
      "total_current_liabilities": 20.55,
      "long_term_debt": 37,
      "total_liabilities": 57.55,
      "total_equity": 154.68
    },
    {
      "id": 95,
      "statement_id": 20,
      "company_id": 6,
      "period_id": 2,
      "cash_share": 0.517,
      "receivables_share": 0.329,
      "inventory_share": 0.201,
      "ppe_share": 2.196,
      "payables_share": 0.261,
      "short_debt_share": 0.052,
      "long_debt_share": 0.862,
      "cash": 33.41,
      "receivables": 21.26,
      "inventory": 8.88,
      "cash_and_receivables": 54.67,
      "total_current_assets": 63.55,
      "property_equipment": 141.91,
      "total_assets": 205.46,
      "payables": 11.54,
      "short_term_debt": 3.36,
      "total_current_liabilities": 14.9,
      "long_term_debt": 55.7,
      "total_liabilities": 70.6,
      "total_equity": 134.86
    },
    {
      "id": 96,
      "statement_id": 61,
      "company_id": 4,
      "period_id": 2,
      "cash_share": 0.256,
      "receivables_share": 0.298,
      "inventory_share": 0.375,
      "ppe_share": 2.179,
      "payables_share": 0.217,
      "short_debt_share": 0.183,
      "long_debt_share": 0.714,
      "cash": 15.45,
      "receivables": 17.99,
      "inventory": 13.38,
      "cash_and_receivables": 33.44,
      "total_current_assets": 46.82,
      "property_equipment": 131.55,
      "total_assets": 178.37,
      "payables": 7.74,
      "short_term_debt": 11.05,
      "total_current_liabilities": 18.79,
      "long_term_debt": 43.1,
      "total_liabilities": 61.89,
      "total_equity": 116.48
    }
  ]
}
