hotfix/financials-field-maps: Updates A Couple FMP/Polygon Income Statement Fields (#5907)

* update income statement fields

* another polygon field

* ratio -> margin

* black

* explicit fmp fields

* add reported_currency for standardized intrinio

* # pylint: disable=unused-argument

* another unused-argument

* black..

* patch tests

* polygon income: eps -> basic earnings per share

* re-capture terminal portfolio menu test

---------

Co-authored-by: hjoaquim <h.joaquim@campus.fct.unl.pt>

10 files changed, 574 insertions, 69 deletions

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/balance_sheet.py b/openbb_platform/providers/fmp/openbb_fmp/models/balance_sheet.py
index a67d1089e10..d8f40c65123 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/balance_sheet.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/balance_sheet.py
@@ -1,5 +1,5 @@
 """FMP Balance Sheet Model."""
-
+# pylint: disable=unused-argument
 from datetime import (
     date as dateType,
     datetime,
@@ -33,7 +33,7 @@ class FMPBalanceSheetData(BalanceSheetData):
         "fiscal_year": "calendarYear",
         "filing_date": "fillingDate",
         "accepted_date": "acceptedDate",
-        "currency": "reportedCurrency",
+        "reported_currency": "reportedCurrency",
         "cash_and_cash_equivalents": "cashAndCashEquivalents",
         "short_term_investments": "shortTermInvestments",
         "cash_and_short_term_investments": "cashAndShortTermInvestments",
@@ -69,11 +69,11 @@ class FMPBalanceSheetData(BalanceSheetData):
         "common_stock": "commonStock",
         "retained_earnings": "retainedEarnings",
         "accumulated_other_comprehensive_income": "accumulatedOtherComprehensiveIncomeLoss",
-        "other_stock_holders_equity": "otherStockholdersEquity",
-        "other_total_stock_holders_equity": "othertotalStockholdersEquity",
+        "other_shareholders_equity": "otherStockholdersEquity",
+        "other_total_shareholders_equity": "othertotalStockholdersEquity",
         "total_common_equity": "totalStockholdersEquity",
         "total_equity_non_controlling_interests": "totalEquity",
-        "total_liabilities_shareholders_equity": "totalLiabilitiesAndStockholdersEquity",
+        "total_liabilities_and_shareholders_equity": "totalLiabilitiesAndStockholdersEquity",
         "minority_interest": "minorityInterest",
         "total_liabilities_and_total_equity": "totalLiabilitiesAndTotalEquity",
         "total_investments": "totalInvestments",
@@ -91,6 +91,198 @@ class FMPBalanceSheetData(BalanceSheetData):
         default=None,
         description="The date and time when the filing was accepted.",
     )
+    reported_currency: Optional[str] = Field(
+        default=None,
+        description="The currency in which the balance sheet was reported.",
+    )
+    cash_and_cash_equivalents: Optional[float] = Field(
+        default=None,
+        description="Cash and cash equivalents.",
+    )
+    short_term_investments: Optional[float] = Field(
+        default=None,
+        description="Short term investments.",
+    )
+    cash_and_short_term_investments: Optional[float] = Field(
+        default=None,
+        description="Cash and short term investments.",
+    )
+    net_receivables: Optional[float] = Field(
+        default=None,
+        description="Net receivables.",
+    )
+    inventory: Optional[float] = Field(
+        default=None,
+        description="Inventory.",
+    )
+    other_current_assets: Optional[float] = Field(
+        default=None,
+        description="Other current assets.",
+    )
+    total_current_assets: Optional[float] = Field(
+        default=None,
+        description="Total current assets.",
+    )
+    plant_property_equipment_net: Optional[float] = Field(
+        default=None,
+        description="Plant property equipment net.",
+    )
+    goodwill: Optional[float] = Field(
+        default=None,
+        description="Goodwill.",
+    )
+    intangible_assets: Optional[float] = Field(
+        default=None,
+        description="Intangible assets.",
+    )
+    goodwill_and_intangible_assets: Optional[float] = Field(
+        default=None,
+        description="Goodwill and intangible assets.",
+    )
+    long_term_investments: Optional[float] = Field(
+        default=None,
+        description="Long term investments.",
+    )
+    tax_assets: Optional[float] = Field(
+        default=None,
+        description="Tax assets.",
+    )
+    other_non_current_assets: Optional[float] = Field(
+        default=None,
+        description="Other non current assets.",
+    )
+    non_current_assets: Optional[float] = Field(
+        default=None,
+        description="Total non current assets.",
+    )
+    other_assets: Optional[float] = Field(
+        default=None,
+        description="Other assets.",
+    )
+    total_assets: Optional[float] = Field(
+        default=None,
+        description="Total assets.",
+    )
+    accounts_payable: Optional[float] = Field(
+        default=None,
+        description="Accounts payable.",
+    )
+    short_term_debt: Optional[float] = Field(
+        default=None,
+        description="Short term debt.",
+    )
+    tax_payables: Optional[float] = Field(
+        default=None,
+        description="Tax payables.",
+    )
+    current_deferred_revenue: Optional[float] = Field(
+        default=None,
+        description="Current deferred revenue.",
+    )
+    other_current_liabilities: Optional[float] = Field(
+        default=None,
+        description="Other current liabilities.",
+    )
+    total_current_liabilities: Optional[float] = Field(
+        default=None,
+        description="Total current liabilities.",
+    )
+    long_term_debt: Optional[float] = Field(
+        default=None,
+        description="Long term debt.",
+    )
+    deferred_revenue_non_current: Optional[float] = Field(
+        default=None,
+        description="Non current deferred revenue.",
+    )
+    deferred_tax_liabilities_non_current: Optional[float] = Field(
+        default=None,
+        description="Deferred tax liabilities non current.",
+    )
+    other_non_current_liabilities: Optional[float] = Field(
+        default=None,
+        description="Other non current liabilities.",
+    )
+    total_non_current_liabilities: Optional[float] = Field(
+        default=None,
+        description="Total non current liabilities.",
+    )
+    other_liabilities: Optional[float] = Field(
+        default=None,
+        description="Other liabilities.",
+    )
+    capital_lease_obligations: Optional[float] = Field(
+        default=None,
+        description="Capital lease obligations.",
+    )
+    total_liabilities: Optional[float] = Field(
+        default=None,
+        description="Total liabilities.",
+    )
+    preferred_stock: Optional[float] = Field(
+        default=None,
+        description="Preferred stock.",
+    )
+    common_stock: Optional[float] = Field(
+        default=None,
+        description="Common stock.",
+    )
+    retained_earnings: Optional[float] = Field(
+        default=None,
+        description="Retained earnings.",
+    )
+    accumulated_other_comprehensive_income: Optional[float] = Field(
+        default=None,
+        description="Accumulated other comprehensive income (loss).",
+    )
+    other_shareholders_equity: Optional[float] = Field(
+        default=None,
+        description="Other shareholders equity.",
+    )
+    other_total_shareholders_equity: Optional[float] = Field(
+        default=None,
+        description="Other total shareholders equity.",
+    )
+    total_common_equity: Optional[float] = Field(
+        default=None,
+        description="Total common equity.",
+    )
+    total_equity_non_controlling_interests: Optional[float] = Field(
+        default=None,
+        description="Total equity non controlling interests.",
+    )
+    total_liabilities_and_shareholders_equity: Optional[float] = Field(
+        default=None,
+        description="Total liabilities and shareholders equity.",
+    )
+    minority_interest: Optional[float] = Field(
+        default=None,
+        description="Minority interest.",
+    )
+    total_liabilities_and_total_equity: Optional[float] = Field(
+        default=None,
+        description="Total liabilities and total equity.",
+    )
+    total_investments: Optional[float] = Field(
+        default=None,
+        description="Total investments.",
+    )
+    total_debt: Optional[float] = Field(
+        default=None,
+        description="Total debt.",
+    )
+    net_debt: Optional[float] = Field(
+        default=None,
+        description="Net debt.",
+    )
+    link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing.",
+    )
+    final_link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing document.",
+    )
 
     @model_validator(mode="before")
     @classmethod
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/cash_flow.py b/openbb_platform/providers/fmp/openbb_fmp/models/cash_flow.py
index e497b4aa6f8..0b72101a517 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/cash_flow.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/cash_flow.py
@@ -1,5 +1,5 @@
 """FMP Cash Flow Statement Model."""
-
+# pylint: disable=unused-argument
 
 from datetime import (
     date as dateType,
@@ -40,11 +40,11 @@ class FMPCashFlowStatementData(CashFlowStatementData):
         "deferred_income_tax": "deferredIncomeTax",
         "stock_based_compensation": "stockBasedCompensation",
         "change_in_working_capital": "changeInWorkingCapital",
-        "changes_in_account_receivables": "accountsReceivables",
-        "changes_in_inventory": "inventory",
+        "change_in_account_receivables": "accountsReceivables",
+        "change_in_inventory": "inventory",
         "change_in_account_payable": "accountsPayables",
-        "changes_in_other_working_capital": "otherWorkingCapital",
-        "changes_in_other_non_cash_items": "otherNonCashItems",
+        "change_in_other_working_capital": "otherWorkingCapital",
+        "change_in_other_non_cash_items": "otherNonCashItems",
         "net_cash_from_operating_activities": "netCashProvidedByOperatingActivities",
         "purchase_of_property_plant_and_equipment": "investmentsInPropertyPlantAndEquipment",
         "acquisitions": "acquisitionsNet",
@@ -69,9 +69,148 @@ class FMPCashFlowStatementData(CashFlowStatementData):
         "final_link": "finalLink",
     }
 
-    fiscal_year: int = Field(description="The fiscal year of the fiscal period.")
-    filing_date: dateType = Field(description="The date of the filing.")
-    accepted_date: datetime = Field(description="The date the filing was accepted.")
+    fiscal_year: Optional[int] = Field(
+        default=None,
+        description="The fiscal year of the fiscal period.",
+    )
+    filing_date: Optional[dateType] = Field(
+        default=None,
+        description="The date of the filing.",
+    )
+    accepted_date: Optional[datetime] = Field(
+        default=None, description="The date the filing was accepted."
+    )
+    reported_currency: Optional[str] = Field(
+        default=None,
+        description="The currency in which the cash flow statement was reported.",
+    )
+    net_income: Optional[float] = Field(
+        default=None,
+        description="Net income.",
+    )
+    depreciation_and_amortization: Optional[float] = Field(
+        default=None,
+        description="Depreciation and amortization.",
+    )
+    deferred_income_tax: Optional[float] = Field(
+        default=None,
+        description="Deferred income tax.",
+    )
+    stock_based_compensation: Optional[float] = Field(
+        default=None,
+        description="Stock-based compensation.",
+    )
+    change_in_working_capital: Optional[float] = Field(
+        default=None,
+        description="Change in working capital.",
+    )
+    change_in_account_receivables: Optional[float] = Field(
+        default=None,
+        description="Change in account receivables.",
+    )
+    change_in_inventory: Optional[float] = Field(
+        default=None,
+        description="Change in inventory.",
+    )
+    change_in_account_payable: Optional[float] = Field(
+        default=None,
+        description="Change in account payable.",
+    )
+    change_in_other_working_capital: Optional[float] = Field(
+        default=None,
+        description="Change in other working capital.",
+    )
+    change_in_other_non_cash_items: Optional[float] = Field(
+        default=None,
+        description="Change in other non-cash items.",
+    )
+    net_cash_from_operating_activities: Optional[float] = Field(
+        default=None,
+        description="Net cash from operating activities.",
+    )
+    purchase_of_property_plant_and_equipment: Optional[float] = Field(
+        default=None,
+        description="Purchase of property, plant and equipment.",
+    )
+    acquisitions: Optional[float] = Field(
+        default=None,
+        description="Acquisitions.",
+    )
+    purchase_of_investment_securities: Optional[float] = Field(
+        default=None,
+        description="Purchase of investment securities.",
+    )
+    sale_and_maturity_of_investments: Optional[float] = Field(
+        default=None,
+        description="Sale and maturity of investments.",
+    )
+    other_investing_activities: Optional[float] = Field(
+        default=None,
+        description="Other investing activities.",
+    )
+    net_cash_from_investing_activities: Optional[float] = Field(
+        default=None,
+        description="Net cash from investing activities.",
+    )
+    repayment_of_debt: Optional[float] = Field(
+        default=None,
+        description="Repayment of debt.",
+    )
+    issuance_of_common_equity: Optional[float] = Field(
+        default=None,
+        description="Issuance of common equity.",
+    )
+    repurchase_of_common_equity: Optional[float] = Field(
+        default=None,
+        description="Repurchase of common equity.",
+    )
+    payment_of_dividends: Optional[float] = Field(
+        default=None,
+        description="Payment of dividends.",
+    )
+    other_financing_activities: Optional[float] = Field(
+        default=None,
+        description="Other financing activities.",
+    )
+    net_cash_from_financing_activities: Optional[float] = Field(
+        default=None,
+        description="Net cash from financing activities.",
+    )
+    effect_of_exchange_rate_changes_on_cash: Optional[float] = Field(
+        default=None,
+        description="Effect of exchange rate changes on cash.",
+    )
+    net_change_in_cash_and_equivalents: Optional[float] = Field(
+        default=None,
+        description="Net change in cash and equivalents.",
+    )
+    cash_at_beginning_of_period: Optional[float] = Field(
+        default=None,
+        description="Cash at beginning of period.",
+    )
+    cash_at_end_of_period: Optional[float] = Field(
+        default=None,
+        description="Cash at end of period.",
+    )
+    operating_cash_flow: Optional[float] = Field(
+        default=None,
+        description="Operating cash flow.",
+    )
+    capital_expenditure: Optional[float] = Field(
+        default=None,
+        description="Capital expenditure.",
+    )
+    free_cash_flow: Optional[float] = Field(
+        default=None,
+    )
+    link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing.",
+    )
+    final_link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing document.",
+    )
 
     @model_validator(mode="before")
     @classmethod
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/income_statement.py b/openbb_platform/providers/fmp/openbb_fmp/models/income_statement.py
index ca015c0fb38..5eb3c7dfbfb 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/income_statement.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/income_statement.py
@@ -1,5 +1,5 @@
 """FMP Income Statement Model."""
-
+# pylint: disable=unused-argument
 from datetime import (
     date as dateType,
     datetime,
@@ -37,7 +37,7 @@ class FMPIncomeStatementData(IncomeStatementData):
         "revenue": "revenue",
         "cost_of_revenue": "costOfRevenue",
         "gross_profit": "grossProfit",
-        "gross_profit_ratio": "grossProfitRatio",
+        "gross_profit_margin": "grossProfitRatio",
         "general_and_admin_expense": "generalAndAdministrativeExpenses",
         "research_and_development_expense": "researchAndDevelopmentExpenses",
         "selling_and_marketing_expense": "sellingAndMarketingExpenses",
@@ -46,18 +46,18 @@ class FMPIncomeStatementData(IncomeStatementData):
         "total_operating_expenses": "operatingExpenses",
         "cost_and_expenses": "costAndExpenses",
         "interest_income": "interestIncome",
-        "interest_expense": "interestExpense",
+        "total_interest_expense": "interestExpense",
         "depreciation_and_amortization": "depreciationAndAmortization",
         "ebitda": "ebitda",
         "ebitda_margin": "ebitdaratio",
-        "operating_income": "operatingIncome",
-        "operating_income_ratio": "operatingIncomeRatio",
-        "total_other_income_expenses_net": "totalOtherIncomeExpensesNet",
-        "income_before_tax": "incomeBeforeTax",
-        "income_before_tax_ratio": "incomeBeforeTaxRatio",
+        "total_operating_income": "operatingIncome",
+        "operating_income_margin": "operatingIncomeRatio",
+        "total_other_income_expenses": "totalOtherIncomeExpensesNet",
+        "total_pre_tax_income": "incomeBeforeTax",
+        "pre_tax_income_margin": "incomeBeforeTaxRatio",
         "income_tax_expense": "incomeTaxExpense",
         "consolidated_net_income": "netIncome",
-        "net_income_ratio": "netIncomeRatio",
+        "net_income_margin": "netIncomeRatio",
         "basic_earnings_per_share": "eps",
         "diluted_earnings_per_share": "epsdiluted",
         "weighted_average_basic_shares_outstanding": "weightedAverageShsOut",
@@ -66,10 +66,137 @@ class FMPIncomeStatementData(IncomeStatementData):
         "final_link": "finalLink",
     }
 
-    filing_date: dateType = Field(description="The date of the filing.")
-    accepted_date: datetime = Field(description="The date the filing was accepted.")
-    reported_currency: str = Field(
-        description="The reported currency of the filing.",
+    filing_date: Optional[dateType] = Field(
+        default=None,
+        description="The date when the filing was made.",
+    )
+    accepted_date: Optional[datetime] = Field(
+        default=None,
+        description="The date and time when the filing was accepted.",
+    )
+    reported_currency: Optional[str] = Field(
+        default=None,
+        description="The currency in which the balance sheet was reported.",
+    )
+    revenue: Optional[float] = Field(
+        default=None,
+        description="Total revenue.",
+    )
+    cost_of_revenue: Optional[float] = Field(
+        default=None,
+        description="Cost of revenue.",
+    )
+    gross_profit: Optional[float] = Field(
+        default=None,
+        description="Gross profit.",
+    )
+    gross_profit_margin: Optional[float] = Field(
+        default=None,
+        description="Gross profit margin.",
+    )
+    general_and_admin_expense: Optional[float] = Field(
+        default=None,
+        description="General and administrative expenses.",
+    )
+    research_and_development_expense: Optional[float] = Field(
+        default=None,
+        description="Research and development expenses.",
+    )
+    selling_and_marketing_expense: Optional[float] = Field(
+        default=None,
+        description="Selling and marketing expenses.",
+    )
+    selling_general_and_admin_expense: Optional[float] = Field(
+        default=None,
+        description="Selling, general and administrative expenses.",
+    )
+    other_expenses: Optional[float] = Field(
+        default=None,
+        description="Other expenses.",
+    )
+    total_operating_expenses: Optional[float] = Field(
+        default=None,
+        description="Total operating expenses.",
+    )
+    cost_and_expenses: Optional[float] = Field(
+        default=None,
+        description="Cost and expenses.",
+    )
+    interest_income: Optional[float] = Field(
+        default=None,
+        description="Interest income.",
+    )
+    total_interest_expense: Optional[float] = Field(
+        default=None,
+        description="Total interest expenses.",
+    )
+    depreciation_and_amortization: Optional[float] = Field(
+        default=None,
+        description="Depreciation and amortization.",
+    )
+    ebitda: Optional[float] = Field(
+        default=None,
+        description="EBITDA.",
+    )
+    ebitda_margin: Optional[float] = Field(
+        default=None,
+        description="EBITDA margin.",
+    )
+    total_operating_income: Optional[float] = Field(
+        default=None,
+        description="Total operating income.",
+    )
+    operating_income_margin: Optional[float] = Field(
+        default=None,
+        description="Operating income margin.",
+    )
+    total_other_income_expenses: Optional[float] = Field(
+        default=None,
+        description="Total other income and expenses.",
+    )
+    total_pre_tax_income: Optional[float] = Field(
+        default=None,
+        description="Total pre-tax income.",
+    )
+    pre_tax_income_margin: Optional[float] = Field(
+        default=None,
+        description="Pre-tax income margin.",
+    )
+    income_tax_expense: Optional[float] = Field(
+        default=None,
+        description="Income tax expense.",
+    )
+    consolidated_net_income: Optional[float] = Field(
+        default=None,
+        description="Consolidated net income.",
+    )
+    net_income_margin: Optional[float] = Field(
+        default=None,
+        description="Net income margin.",
+    )
+    basic_earnings_per_share: Optional[float] = Field(
+        default=None,
+        description="Basic earnings per share.",
+    )
+    diluted_earnings_per_share: Optional[float] = Field(
+        default=None,
+        description="Diluted earnings per share.",
+    )
+    weighted_average_basic_shares_outstanding: Optional[float] = Field(
+        default=None,
+        description="Weighted average basic shares outstanding.",
+    )
+    weighted_average_diluted_shares_outstanding: Optional[float] = Field(
+        default=None,
+        description="Weighted average diluted shares outstanding.",
+    )
+    link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing.",
+    )
+    final_link: Optional[str] = Field(
+        default=None,
+        description="Link to the filing document.",
     )
 
     @model_validator(mode="before")
diff --git a/openbb_platform/providers/intrinio/openbb_intrinio/models/balance_sheet.py b/openbb_platform/providers/intrinio/openbb_intrinio/models/balance_sheet.py
index 402bcaf140c..cadc8672be1 100644
--- a/openbb_platform/providers/intrinio/openbb_intrinio/models/balance_sheet.py
+++ b/openbb_platform/providers/intrinio/openbb_intrinio/models/balance_sheet.py
@@ -1,5 +1,5 @@
 """Intrinio Balance Sheet Model."""
-
+# pylint: disable=unused-argument
 import warnings
 from typing import Any, Dict, List, Literal, Optional
 
@@ -135,7 +135,10 @@ class IntrinioBalanceSheetData(BalanceSheetData):
         "total_equity_non_controlling_interests": "totalequityandnoncontrollinginterests",
         "total_liabilities_shareholders_equity": "totalliabilitiesandequity",
     }
-
+    reported_currency: Optional[str] = Field(
+        description="The currency in which the balance sheet is reported.",
+        default=None,
+    )
     cash_and_cash_equivalents: Optional[int] = Field(
         description="Cash and cash equivalents.", default=None
     )
@@ -461,12 +464,15 @@ class IntrinioBalanceSheetFetcher(
     ) -> List[IntrinioBalanceSheetData]:
         """Return the transformed data."""
         transformed_data: List[IntrinioBalanceSheetData] = []
-
+        units = []
         for item in data:
             sub_dict: Dict[str, Any] = {}
 
             for sub_item in item["financials"]:
                 field_name = sub_item["data_tag"]["tag"]
+                unit = sub_item["data_tag"].get("unit", "")
+                if unit and "share" not in unit:
+                    units.append(unit)
                 sub_dict[field_name] = (
                     float(sub_item["value"])
                     if sub_item["value"] and sub_item["value"] != 0
@@ -476,6 +482,7 @@ class IntrinioBalanceSheetFetcher(
             sub_dict["period_ending"] = item["period_ending"]
             sub_dict["fiscal_year"] = item["fiscal_year"]
             sub_dict["fiscal_period"] = item["fiscal_period"]
+            sub_dict["reported_currency"] = list(set(units))[0]
 
             # Intrinio does not return Q4 data but FY data instead
             if query.period == "QTR" and item["fiscal_period"] == "FY":
diff --git a/openbb_platform/providers/intrinio/openbb_intrinio/models/cash_flow.py b/openbb_platform/providers/intrinio/openbb_intrinio/models/cash_flow.py
index 5be657439f4..73d51c409a5 100644
--- a/openbb_platform/providers/intrinio/openbb_intrinio/models/cash_flow.py
+++ b/openbb_platform/providers/intrinio/openbb_intrinio/models/cash_flow.py
@@ -1,5 +1,5 @@
 """Intrinio Cash Flow Statement Model."""
-
+# pylint: disable=unused-argument
 import warnings
 from typing import Any, Dict, List, Literal, Optional
 
@@ -84,6 +84,10 @@ class IntrinioCashFlowStatementData(CashFlowStatementData):
         "sale_of_property_plant_and_equipment": "saleofplantpropertyandequipment",
     }
 
+    reported_currency: Optional[str] = Field(
+        description="The currency in which the balance sheet is reported.",
+        default=None,
+    )
     net_income: Optional[float] = Field(
         default=None, description="Consolidated Net Income."
     )
@@ -293,10 +297,14 @@ class IntrinioCashFlowStatementFetcher(
     ) -> List[IntrinioCashFlowStatementData]:
         """Return the transformed data."""
         transformed_data: List[IntrinioCashFlowStatementData] = []
+        units = []
         for item in data:
             sub_dict: Dict[str, Any] = {}
 
             for sub_item in item["financials"]:
+                unit = sub_item["data_tag"].get("unit", "")
+                if unit and "share" not in unit:
+                    units.append(unit)
                 field_name = sub_item["data_tag"]["tag"]
                 sub_dict[field_name] = (
                     float(sub_item["value"])
@@ -307,6 +315,7 @@ class IntrinioCashFlowStatementFetcher(