Content Model Catalog

Content Model Catalog

KR STOCK

Market

Price Volume

A concise reference for accessing South Korean stock market price and volume data.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("price_close")

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

Item List

Price Data

  • price_close: Closing price

  • price_base: Base price

  • price_open: Opening price

  • price_high: Highest price

  • price_low: Lowest price

Volume Data

  • volume_sum: Total volume

  • turnover: Turnover

  • turnover_all: Total turnover

Shares Data

  • listed_shares: Number of listed shares

  • listed_shares_to_be: Number of shares to be listed

  • treasury_stock: Treasury stock

  • foreigner_shares: Number of shares held by foreigners

  • foreigner_shares_ratio: Ratio of shares held by foreigners

Market Capitalization

  • mkt_cap: Market capitalization

  • mkt_cap_all: Total market capitalization

  • mkt_cap_index: Market capitalization index

  • free_float: Free float shares

Short Selling Data

  • short_selling_volume: Short selling volume

  • short_selling_turnover: Short selling turnover

Securities Lending and Borrowing (SLB)

  • slb_new_loan: New SLB loans

  • slb_repay: SLB repayments

  • slb_balance_volume: SLB balance volume

  • slb_balance_amount: SLB balance amount

Price Volume v2

A concise reference for accessing South Korean stock market price and volume data.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("kr-spot-price_close")

Item List

Price Data

  • kr-spot-price_close: Closing price

  • kr-spot-price_base: Base price

  • kr-spot-price_open: Opening price

  • kr-spot-price_high: Highest price

  • kr-spot-price_low: Lowest price

Volume Data

  • kr-spot-volume_sum: Total volume

  • kr-spot-turnover: Turnover

  • kr-spot-turnover_all: Total turnover

Shares Data

  • kr-spot-listed_shares: Number of listed shares

  • kr-spot-listed_shares_to_be: Number of shares to be listed

  • kr-spot-treasury_stock: Treasury stock

  • kr-spot-foreigner_shares: Number of shares held by foreigners

  • kr-spot-foreigner_shares_ratio: Ratio of shares held by foreigners

Market Capitalization

  • kr-spot-mkt_cap: Market capitalization

  • kr-spot-mkt_cap_all: Total market capitalization

  • kr-spot-mkt_cap_index: Market capitalization index

  • kr-spot-free_float: Free float shares

Investor Activity

A comprehensive guide to accessing investor activity data for the Korean stock market, detailing quantities and amounts of buying and selling by different investor types.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("buy_insti_qty")

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

2000-01-04

"20 23 * * 1-5"

KST

1d delay

Item List

Institutional Investors

  • buy_insti_qty: Quantity of stocks bought by institutional investors.

  • buy_insti_amt: Amount of money spent by institutional investors on buying stocks.

  • sell_insti_qty: Quantity of stocks sold by institutional investors.

  • sell_insti_amt: Amount of money received by institutional investors from selling stocks.

Foreign Investors

  • buy_frgn_qty: Quantity of stocks bought by foreign investors.

  • buy_frgn_amt: Amount of money spent by foreign investors on buying stocks.

  • sell_frgn_qty: Quantity of stocks sold by foreign investors.

  • sell_frgn_amt: Amount of money received by foreign investors from selling stocks.

Individual Investors

  • buy_indvsl_qty: Quantity of stocks bought by individual investors.

  • buy_indvsl_amt: Amount of money spent by individual investors on buying stocks.

  • sell_indvsl_qty: Quantity of stocks sold by individual investors.

  • sell_indvsl_amt: Amount of money received by individual investors from selling stocks.

Net Buy Amounts

  • DO NOT USE, Data Under Maintenance Due to Issues

  • net_buy_amt: Net amount of money spent on buying stocks (buy amount - sell amount).

  • net_buy_amt_all: Total net amount of money spent on buying stocks by all investors.

Total Buy and Sell Amounts

  • DO NOT USE, Data Under Maintenance Due to Issues

  • buy_amt_all: Total amount of money spent on buying stocks by all investors.

  • sell_amt_all: Total amount of money received from selling stocks by all investors.

Net Buy Amounts by Investor Code

  • net_buy_amt_0100: Net buy amount for institutional investors.

  • buy_amt_0100: Buy amount for institutional investors.

  • sell_amt_0100: Sell amount for institutional investors.

  • net_buy_amt_0101: Net buy amount for securities and futures companies.

  • buy_amt_0101: Buy amount for securities and futures companies.

  • sell_amt_0101: Sell amount for securities and futures companies.

  • net_buy_amt_0102: Net buy amount for insurance companies.

  • buy_amt_0102: Buy amount for insurance companies.

  • sell_amt_0102: Sell amount for insurance companies.

  • net_buy_amt_0103: Net buy amount for investment trust companies.

  • buy_amt_0103: Buy amount for investment trust companies.

  • sell_amt_0103: Sell amount for investment trust companies.

  • net_buy_amt_0104: Net buy amount for banks.

  • buy_amt_0104: Buy amount for banks.

  • sell_amt_0104: Sell amount for banks.

  • net_buy_amt_0105: Net buy amount for savings banks.

  • buy_amt_0105: Buy amount for savings banks.

  • sell_amt_0105: Sell amount for savings banks.

  • net_buy_amt_0106: Net buy amount for pension funds.

  • buy_amt_0106: Buy amount for pension funds.

  • sell_amt_0106: Sell amount for pension funds.

  • net_buy_amt_0107: Net buy amount for private equity funds.

  • buy_amt_0107: Buy amount for private equity funds.

  • sell_amt_0107: Sell amount for private equity funds.

Net Buy Amounts by Investor Type

  • net_buy_amt_0200: Net buy amount for all foreign investors.

  • buy_amt_0200: Buy amount for all foreign investors.

  • sell_amt_0200: Sell amount for all foreign investors.

  • net_buy_amt_0201: Net buy amount for foreign individual investors.

  • buy_amt_0201: Buy amount for foreign individual investors.

  • sell_amt_0201: Sell amount for foreign individual investors.

  • net_buy_amt_0202: Net buy amount for other foreign investors.

  • buy_amt_0202: Buy amount for other foreign investors.

  • sell_amt_0202: Sell amount for other foreign investors.

  • net_buy_amt_0300: Net buy amount for individual investors.

  • buy_amt_0300: Buy amount for individual investors.

  • sell_amt_0300: Sell amount for individual investors.

  • net_buy_amt_0400: Net buy amount for other corporations and governments.

  • buy_amt_0400: Buy amount for other corporations and governments.

  • sell_amt_0400: Sell amount for other corporations and governments.

  • net_buy_amt_0900: Net buy amount for all investor types.

  • buy_amt_0900: Buy amount for all investor types.

  • sell_amt_0900: Sell amount for all investor types.

Credit

Data catalog for Korean stock market credit data, including various counts, amounts, and rates related to financial balances and lending.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("fin_bal_cnt")

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

Item List

Financial Balances

  • fin_bal_cnt: Financial balance count

  • fin_bal_amt: Financial balance amount

  • fin_bal_rt: Financial balance rate

Financial Transactions

  • fin_new_cnt: New financial transaction count

  • fin_new_amt: New financial transaction amount

  • fin_pay_cnt: Financial payment count

  • fin_pay_amt: Financial payment amount

  • fin_giv_rt: Financial given rate

Lending Balances

  • lend_bal_cnt: Lending balance count

  • lend_bal_amt: Lending balance amount

  • lend_bal_rt: Lending balance rate

Lending Transactions

  • lend_new_cnt: New lending transaction count

  • lend_new_amt: New lending transaction amount

  • lend_pay_cnt: Lending payment count

  • lend_pay_amt: Lending payment amount

  • lend_giv_rt: Lending given rate

Financial

Financial v2 Statements

Access financial statement data for Korean stocks with daily and annual frequency.

Summary

This dataset provides PIT (point-in-time) financial statements for KR stocks, including various financial metrics and indicators. The data’s index indicates the date the data was included in the database.

Users can choose from 3 types of data frames by adjusting the ‘preprocess_type’ parameter:

1. None: In this case, the values in the data frame become dictionaries possibly including multiple keys and values. If you want to know all values (including original, restatement, etc.), this option can be a solution.

2. 'default': In this case, the values in the data frame become the most recent values at the point in time, not including the fiscal date.

3. 'unpivot': In this case, there will be 4 columns (‘id’, ‘pit’, ‘fiscal’, ‘value’). Each row contains information about the announced data’s announcing date, fiscal quarter, and value.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("kr-spot-total_assets")

last_value_df = cf.get_df("kr-spot-total_assets", preprocess_type='default')

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

20000101

UTC 20 14 * * 1-5

Asia/Seoul

1d

Item List

Balance Sheet Items

  • Total Assets:

    • kr-spot-total_assets

    • 'kr-spot-total_assets-annual'

  • Current Assets:

    • 'kr-spot-current_assets'

    • 'kr-spot-current_assets-annual'

    • 'kr-spot-inventory'

    • 'kr-spot-inventory-annual'

    • 'kr-spot-trade_receivables'

    • 'kr-spot-trade_receivables-annual'

    • 'kr-spot-receivables'

    • 'kr-spot-receivables-annual'

    • 'kr-spot-cash_and_cash_equivalent'

    • 'kr-spot-cash_and_cash_equivalent-annual'

    • 'kr-spot-other_current_assets'

    • 'kr-spot-other_current_assets-annual'

    • 'kr-spot-current_financial_assets'

    • 'kr-spot-current_financial_assets-annual'

    • 'kr-spot-prepaid_expenses'

    • 'kr-spot-prepaid_expenses-annual'

  • Non-Current Assets:

    • 'kr-spot-property_plant_and_equipment'

    • 'kr-spot-property_plant_and_equipment-annual'

    • 'kr-spot-intangible_assets'

    • 'kr-spot-intangible_assets-annual'

    • 'kr-spot-goodwill'

    • 'kr-spot-goodwill-annual'

    • 'kr-spot-deferred_tax_assets'

    • 'kr-spot-deferred_tax_assets-annual'

    • 'kr-spot-non_current_biological_assets'

    • 'kr-spot-non_current_biological_assets-annual'

    • 'kr-spot-other_non_current_assets'

    • 'kr-spot-other_non_current_assets-annual'

    • 'kr-spot-long_term_financial_instrument'

    • 'kr-spot-long_term_financial_instrument-annual'

    • 'kr-spot-investment_in_properties'

    • 'kr-spot-investment_in_properties-annual'

    • 'kr-spot-land'

    • 'kr-spot-land-annual'

    • 'kr-spot-construction_in_progress'

    • 'kr-spot-construction_in_progress-annual'

  • Liabilities:

    • 'kr-spot-current_liabilities'

    • 'kr-spot-current_liabilities-annual'

    • 'kr-spot-trade_payables'

    • 'kr-spot-trade_payables-annual'

    • 'kr-spot-other_payables'

    • 'kr-spot-other_payables-annual'

    • 'kr-spot-short_term_provisions'

    • 'kr-spot-short_term_provisions-annual'

    • 'kr-spot-current_portion_of_long_term_debt'

    • 'kr-spot-current_portion_of_long_term_debt-annual'

    • 'kr-spot-short_term_bonds'

    • 'kr-spot-short_term_bonds-annual'

    • 'kr-spot-short_term_borrowings'

    • 'kr-spot-short_term_borrowings-annual'

    • 'kr-spot-short_term_financial_liabilities'

    • 'kr-spot-short_term_financial_liabilities-annual'

    • 'kr-spot-current_income_tax_liabilities'

    • 'kr-spot-current_income_tax_liabilities-annual'

    • 'kr-spot-current_provisions_for_employee_benefits'

    • 'kr-spot-current_provisions_for_employee_benefits-annual'

    • 'kr-spot-other_current_liabilities'

    • 'kr-spot-other_current_liabilities-annual'

    • 'kr-spot-trade_and_other_current_payables'

    • 'kr-spot-trade_and_other_current_payables-annual'

    • 'kr-spot-liabilities_included_in_disposal_groups_classified_as_held_for_sale'

    • 'kr-spot-liabilities_included_in_disposal_groups_classified_as_held_for_sale-annual'

    • 'kr-spot-advance_from_customers'

    • 'kr-spot -advance_from_customers-annual'

    • 'kr-spot-non_current_liabilities'

    • 'kr-spot-non_current_liabilities-annual'

    • 'kr-spot-long_term_borrowings'

    • 'kr-spot-long_term_borrowings-annual'

    • 'kr-spot-long_term_provisions'

    • 'kr-spot-long_term_provisions-annual'

    • 'kr-spot-deferred_tax_liabilities'

    • 'kr-spot-deferred_tax_liabilities-annual'

    • 'kr-spot-long_term_financial_liabilities'

    • 'kr-spot-long_term_financial_liabilities-annual'

    • 'kr-spot-non_current_provisions_for_employee_benefits'

    • 'kr-spot-non_current_provisions_for_employee_benefits-annual'

    • 'kr-spot-other_non_current_liabilities'

    • 'kr-spot-other_non_current_liabilities-annual'

    • 'kr-spot-convertible_bonds'

    • 'kr-spot-convertible_bonds-annual'

    • 'kr-spot-total_liabilities'

    • 'kr-spot-total_liabilities-annual'

  • Equity:

    • 'kr-spot-common_stock'

    • 'kr-spot-common_stock-annual'

    • 'kr-spot-preferred_stock'

    • 'kr-spot-preferred_stock-annual'

    • 'kr-spot-paid_in_capital_in_excess_of_par_value'

    • 'kr-spot-paid_in_capital_in_excess_of_par_value-annual'

    • 'kr-spot-retained_earnings'

    • 'kr-spot-retained_earnings-annual'

    • 'kr-spot-total_equity'

    • 'kr-spot-total_equity-annual'

    • 'kr-spot-non_controlling_interests_equity'

    • 'kr-spot-non_controlling_interests_equity-annual'

    • 'kr-spot-owners_of_parent_equity'

    • 'kr-spot-owners_of_parent_equity-annual'

    • 'kr-spot-capital_stock'

    • 'kr-spot-capital_stock-annual'

Income Statement Items

  • Revenue:

    • 'kr-spot-net_sales'

    • 'kr-spot-net_sales-annual'

    • 'kr-spot-sales'

    • 'kr-spot-sales-annual'

  • Cost of Revenue:

    • 'kr-spot-cost_of_sales'

    • 'kr-spot-cost_of_sales-annual'

  • Gross Profit:

    • 'kr-spot-gross_profit'

    • 'kr-spot-gross_profit-annual'

  • Operating Expenses:

    • 'kr-spot-selling_general_administrative_expenses'

    • 'kr-spot-selling_general_administrative_expenses-annual'

    • 'kr-spot-research_and_development'

    • 'kr-spot-research_and_development-annual'

    • 'kr-spot-advertising_expenses'

    • 'kr-spot-advertising_expenses-annual'

    • 'kr-spot-salaries_and_wages'

    • 'kr-spot-salaries_and_wages-annual'

    • 'kr-spot-accured_expenses'

    • 'kr-spot-accured_expenses-annual'

  • Non-Operating Income/Expenses:

    • 'kr-spot-interest_income'

    • 'kr-spot-interest_income-annual'

    • 'kr-spot-interest_expenses'

    • 'kr-spot-interest_expenses-annual'

    • 'kr-spot-financing_expenses'

    • 'kr-spot-financing_expenses-annual'

    • 'kr-spot-financial_income'

    • 'kr-spot-financial_income-annual'

  • Depreciation/Amortization:

    • 'kr-spot-is_depreciation'

    • 'kr-spot-is_depreciation-annual'

    • 'kr-spot-cf_depreciation'

    • 'kr-spot-cf_depreciation-annual'

    • 'kr-spot-amortization'

    • 'kr-spot-amortization-annual'

  • Pretax Income:

    • 'kr-spot-income_before_income_taxes_expenses'

    • 'kr-spot-income_before_income_taxes_expenses-annual'

    • 'kr-spot-pretax_income'

    • 'kr-spot-pretax_income-annual'

  • Income Tax Expense:

    • 'krx-spot-income_taxes_expenses'

    • 'krx-spot-income_taxes_expenses-annual'

  • Net Income:

    • 'kr-spot-net_income'

    • 'kr-spot-net_income-annual'

    • 'kr-spot-owners_of_parent_net_income'

    • 'kr-spot-owners_of_parent_net_income-annual'

    • 'kr-spot-net_income_attributed_to_non_controlling_interest'

    • 'kr-spot-net_income_attributed_to_non_controlling_interest-annual'

    • 'kr-spot-discontinued_operation_income'

    • 'kr-spot-discontinued_operation_income-annual'

  • EBITDA:

    • 'kr-spot-ebitda'

    • 'kr-spot-ebitda-annual'

  • Operating Income:

    • 'kr-spot-operating_income'

    • 'kr-spot-operating_income-annual'

    • 'kr-spot-ongoing_operating_income'

    • 'kr-spot-ongoing_operating_income-annual'

  • Other Items:

    • 'kr-spot-owners_of_parent_ongoing_operating_income_or_loss_per_share'

    • 'kr-spot-owners_of_parent_ongoing_operating_income_or_loss_per_share-annual'

    • 'kr-spot-eps'

    • 'kr-spot-eps-annual'

    • 'kr-spot-adj_bps'

    • 'kr-spot-adj_bps-annual'

    • 'kr-spot-profit_from_continuing_operations'

    • 'kr-spot-profit_from_continuing_operations-annual'

    • 'kr-spot-impairment_losses_on_intangible_assets'

    • 'kr-spot-impairment_losses_on_intangible_assets-annual'

    • 'kr-spot-impairment_losses_on_property_plant_and_equipment'

    • 'kr-spot-impairment_losses_on_property_plant_and_equipment-annual'

Cash Flow Statement Items

  • Operating Cash Flows:

    • 'kr-spot-cashflow_from_operating_activities'

    • 'kr-spot-cashflow_from_operating_activities-annual'

  • Investing Cash Flows:

    • 'kr-spot-cashflow_from_investing_activities'

    • 'kr-spot-cashflow_from_investing_activities-annual'

    • 'kr-spot-capex'

    • 'kr-spot-capex-annual'

  • Financing Cash Flows:

    • 'kr-spot-cashflow_from_financial_activities'

    • 'kr-spot-cashflow_from_financial_activities-annual'

    • 'kr-spot-dividends_paid'

    • 'kr-spot-dividends_paid-annual'

    • 'kr-spot-paid_in_capital_increase'

    • 'kr-spot-paid_in_capital_increase-annual'

    • 'kr-spot-purchase_of_treasury_stock'

    • 'kr-spot-purchase_of_treasury_stock-annual'

    • 'kr-spot-sales_of_treasury_stock'

    • 'kr-spot-sales_of_treasury_stock-annual'

    • 'kr-spot-dividend_comm_cash'

    • 'kr-spot-dividend_comm_cash-annual'

    • 'kr-spot-dividend_pref_cash'

    • 'kr -spot-dividend_pref_cash-annual'

  • Free Cash Flow:

    • 'kr-spot-fcf1'

    • 'kr-spot-fcf1-annual'

    • 'kr-spot-fcf2'

    • 'kr-spot-fcf2-annual'

Other Financial Metrics

  • 'kr-spot-enterprise_value'

  • 'kr-spot-enterprise_value-annual'

  • 'kr-spot-invested_capital'

  • 'kr-spot-invested_capital-annual'

  • 'kr-spot-roic'

  • 'kr-spot-roic-annual'

  • 'kr-spot-dividend'

  • 'kr-spot-dividend-annual'

  • 'kr -spot-dividend_all-annual'

  • 'kr-spot-payout_ratio'

  • 'kr-spot-payout_ratio-annual'

  • 'kr-spot-cash_payout_ratio'

  • 'kr-spot-cash_payout_ratio-annual'

  • 'kr-spot-ex_dividend_date'

  • 'kr-spot-ex_dividend_date-annual'

  • 'kr-spot-scheduled_dividend_payment_date'

  • 'kr-spot-scheduled_dividend_payment_date-annual'

  • 'kr-spot-loans'

  • 'kr-spot-loans-annual'

Other Items

  • 'kr-spot-fiscal_end'

  • 'kr-spot-finished_goods'

  • 'kr-spot-finished_goods-annual'

  • 'kr-spot-number_of_employees'

  • 'kr-spot-number_of_employees-annual'

  • 'kr-spot-unearned_income'

  • 'kr-spot-unearned_income-annual'

  • 'kr-spot-common_shares_fy_end-annual'

  • 'kr-spot-preferred_shares_fy_end-annual'

  • 'kr-spot-shares_fy_end-annual'

  • 'kr-spot-listed_shares_comm'

  • 'kr-spot-listed_shares_pref'

  • 'kr-spot-listed_shares_comm-annual'

  • 'kr-spot-listed_shares_pref-annual'

  • 'kr-spot-fst_pub_dt'

Financial Statements

Access financial statement data for Korean stocks with daily and annual frequency.

Summary

This dataset provides PIT (point-in-time) financial statements for KR stocks, including various financial metrics and indicators. The data’s index indicates the date the data was included in the database.

Users can choose from 3 types of data frames by adjusting the ‘preprocess_type’ parameter:

1. None: In this case, the values in the data frame become dictionaries possibly including multiple keys and values. If you want to know all values (including original, restatement, etc.), this option can be a solution.

2. 'default': In this case, the values in the data frame become the most recent values at the point in time, not including the fiscal date.

3. 'unpivot': In this case, there will be 4 columns (‘id’, ‘pit’, ‘fiscal’, ‘value’). Each row contains information about the announced data’s announcing date, fiscal quarter, and value.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("krx-spot-total_assets")

last_value_df = cf.get_df("krx-spot-total_assets", preprocess_type='default')

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

20000101

UTC 20 14 * * 1-5

Asia/Seoul

1d

Item List

Balance Sheet Items

  • Total Assets:

    • 'krx-spot-total_assets'

    • 'krx-spot-total_assets-annual'

  • Current Assets:

    • 'krx-spot-current_assets'

    • 'krx-spot-current_assets-annual'

    • 'krx-spot-inventory'

    • 'krx-spot-inventory-annual'

    • 'krx-spot-trade_receivables'

    • 'krx-spot-trade_receivables-annual'

    • 'krx-spot-receivables'

    • 'krx-spot-receivables-annual'

    • 'krx-spot-cash_and_cash_equivalent'

    • 'krx-spot-cash_and_cash_equivalent-annual'

    • 'krx-spot-other_current_assets'

    • 'krx-spot-other_current_assets-annual'

    • 'krx-spot-current_financial_assets'

    • 'krx-spot-current_financial_assets-annual'

    • 'krx-spot-prepaid_expenses'

    • 'krx-spot-prepaid_expenses-annual'

  • Non-Current Assets:

    • 'krx-spot-property_plant_and_equipment'

    • 'krx-spot-property_plant_and_equipment-annual'

    • 'krx-spot-intangible_assets'

    • 'krx-spot-intangible_assets-annual'

    • 'krx-spot-goodwill'

    • 'krx-spot-goodwill-annual'

    • 'krx-spot-deferred_tax_assets'

    • 'krx-spot-deferred_tax_assets-annual'

    • 'krx-spot-non_current_biological_assets'

    • 'krx-spot-non_current_biological_assets-annual'

    • 'krx-spot-other_non_current_assets'

    • 'krx-spot-other_non_current_assets-annual'

    • 'krx-spot-long_term_financial_instrument'

    • 'krx-spot-long_term_financial_instrument-annual'

    • 'krx-spot-investment_in_properties'

    • 'krx-spot-investment_in_properties-annual'

    • 'krx-spot-land'

    • 'krx-spot-land-annual'

    • 'krx-spot-construction_in_progress'

    • 'krx-spot-construction_in_progress-annual'

  • Liabilities:

    • 'krx-spot-current_liabilities'

    • 'krx-spot-current_liabilities-annual'

    • 'krx-spot-trade_payables'

    • 'krx-spot-trade_payables-annual'

    • 'krx-spot-other_payables'

    • 'krx-spot-other_payables-annual'

    • 'krx-spot-short_term_provisions'

    • 'krx-spot-short_term_provisions-annual'

    • 'krx-spot-current_portion_of_long_term_debt'

    • 'krx-spot-current_portion_of_long_term_debt-annual'

    • 'krx-spot-short_term_bonds'

    • 'krx-spot-short_term_bonds-annual'

    • 'krx-spot-short_term_borrowings'

    • 'krx-spot-short_term_borrowings-annual'

    • 'krx-spot-short_term_financial_liabilities'

    • 'krx-spot-short_term_financial_liabilities-annual'

    • 'krx-spot-current_income_tax_liabilities'

    • 'krx-spot-current_income_tax_liabilities-annual'

    • 'krx-spot-current_provisions_for_employee_benefits'

    • 'krx-spot-current_provisions_for_employee_benefits-annual'

    • 'krx-spot-other_current_liabilities'

    • 'krx-spot-other_current_liabilities-annual'

    • 'krx-spot-trade_and_other_current_payables'

    • 'krx-spot-trade_and_other_current_payables-annual'

    • 'krx-spot-liabilities_included_in_disposal_groups_classified_as_held_for_sale'

    • 'krx-spot-liabilities_included_in_disposal_groups_classified_as_held_for_sale-annual'

    • 'krx-spot-advance_from_customers'

    • 'krx-spot -advance_from_customers-annual'

    • 'krx-spot-non_current_liabilities'

    • 'krx-spot-non_current_liabilities-annual'

    • 'krx-spot-long_term_borrowings'

    • 'krx-spot-long_term_borrowings-annual'

    • 'krx-spot-long_term_provisions'

    • 'krx-spot-long_term_provisions-annual'

    • 'krx-spot-deferred_tax_liabilities'

    • 'krx-spot-deferred_tax_liabilities-annual'

    • 'krx-spot-long_term_financial_liabilities'

    • 'krx-spot-long_term_financial_liabilities-annual'

    • 'krx-spot-non_current_provisions_for_employee_benefits'

    • 'krx-spot-non_current_provisions_for_employee_benefits-annual'

    • 'krx-spot-other_non_current_liabilities'

    • 'krx-spot-other_non_current_liabilities-annual'

    • 'krx-spot-convertible_bonds'

    • 'krx-spot-convertible_bonds-annual'

    • 'krx-spot-total_liabilities'

    • 'krx-spot-total_liabilities-annual'

  • Equity:

    • 'krx-spot-common_stock'

    • 'krx-spot-common_stock-annual'

    • 'krx-spot-preferred_stock'

    • 'krx-spot-preferred_stock-annual'

    • 'krx-spot-paid_in_capital_in_excess_of_par_value'

    • 'krx-spot-paid_in_capital_in_excess_of_par_value-annual'

    • 'krx-spot-retained_earnings'

    • 'krx-spot-retained_earnings-annual'

    • 'krx-spot-total_equity'

    • 'krx-spot-total_equity-annual'

    • 'krx-spot-non_controlling_interests_equity'

    • 'krx-spot-non_controlling_interests_equity-annual'

    • 'krx-spot-owners_of_parent_equity'

    • 'krx-spot-owners_of_parent_equity-annual'

    • 'krx-spot-capital_stock'

    • 'krx-spot-capital_stock-annual'

Income Statement Items

  • Revenue:

    • 'krx-spot-net_sales'

    • 'krx-spot-net_sales-annual'

    • 'krx-spot-sales'

    • 'krx-spot-sales-annual'

  • Cost of Revenue:

    • 'krx-spot-cost_of_sales'

    • 'krx-spot-cost_of_sales-annual'

  • Gross Profit:

    • 'krx-spot-gross_profit'

    • 'krx-spot-gross_profit-annual'

  • Operating Expenses:

    • 'krx-spot-selling_general_administrative_expenses'

    • 'krx-spot-selling_general_administrative_expenses-annual'

    • 'krx-spot-research_and_development'

    • 'krx-spot-research_and_development-annual'

    • 'krx-spot-advertising_expenses'

    • 'krx-spot-advertising_expenses-annual'

    • 'krx-spot-salaries_and_wages'

    • 'krx-spot-salaries_and_wages-annual'

    • 'krx-spot-accured_expenses'

    • 'krx-spot-accured_expenses-annual'

  • Non-Operating Income/Expenses:

    • 'krx-spot-interest_income'

    • 'krx-spot-interest_income-annual'

    • 'krx-spot-interest_expenses'

    • 'krx-spot-interest_expenses-annual'

    • 'krx-spot-financing_expenses'

    • 'krx-spot-financing_expenses-annual'

    • 'krx-spot-financial_income'

    • 'krx-spot-financial_income-annual'

  • Depreciation/Amortization:

    • 'krx-spot-depreciation'

    • 'krx-spot-is_depreciation'

    • 'krx-spot-is_depreciation-annual'

    • 'krx-spot-cf_depreciation'

    • 'krx-spot-cf_depreciation-annual'

    • 'krx-spot-amortization'

    • 'krx-spot-amortization-annual'

  • Pretax Income:

    • 'krx-spot-income_before_income_taxes_expenses'

    • 'krx-spot-income_before_income_taxes_expenses-annual'

    • 'krx-spot-pretax_income'

    • 'krx-spot-pretax_income-annual'

  • Income Tax Expense:

    • 'krx-spot-income_taxes_expenses'

    • 'krx-spot-income_taxes_expenses-annual'

  • Net Income:

    • 'krx-spot-net_income'

    • 'krx-spot-net_income-annual'

    • 'krx-spot-owners_of_parent_net_income'

    • 'krx-spot-owners_of_parent_net_income-annual'

    • 'krx-spot-net_income_attributed_to_non_controlling_interest'

    • 'krx-spot-net_income_attributed_to_non_controlling_interest-annual'

    • 'krx-spot-discontinued_operation_income'

    • 'krx-spot-discontinued_operation_income-annual'

  • EBITDA:

    • 'krx-spot-ebitda'

    • 'krx-spot-ebitda-annual'

  • Operating Income:

    • 'krx-spot-operating_income'

    • 'krx-spot-operating_income-annual'

    • 'krx-spot-ongoing_operating_income'

    • 'krx-spot-ongoing_operating_income-annual'

  • Other Items:

    • 'krx-spot-owners_of_parent_ongoing_operating_income_or_loss_per_share'

    • 'krx-spot-owners_of_parent_ongoing_operating_income_or_loss_per_share-annual'

    • 'krx-spot-eps'

    • 'krx-spot-eps-annual'

    • 'krx-spot-adj_bps'

    • 'krx-spot-adj_bps-annual'

    • 'krx-spot-profit_from_continuing_operations'

    • 'krx-spot-profit_from_continuing_operations-annual'

    • 'krx-spot-impairment_losses_on_intangible_assets'

    • 'krx-spot-impairment_losses_on_intangible_assets-annual'

    • 'krx-spot-impairment_losses_on_property_plant_and_equipment'

    • 'krx-spot-impairment_losses_on_property_plant_and_equipment-annual'

Cash Flow Statement Items

  • Operating Cash Flows:

    • 'krx-spot-cashflow_from_operating_activities'

    • 'krx-spot-cashflow_from_operating_activities-annual'

  • Investing Cash Flows:

    • 'krx-spot-cashflow_from_investing_activities'

    • 'krx-spot-cashflow_from_investing_activities-annual'

    • 'krx-spot-capex'

    • 'krx-spot-capex-annual'

  • Financing Cash Flows:

    • 'krx-spot-cashflow_from_financial_activities'

    • 'krx-spot-cashflow_from_financial_activities-annual'

    • 'krx-spot-dividends_paid'

    • 'krx-spot-dividends_paid-annual'

    • 'krx-spot-paid_in_capital_increase'

    • 'krx-spot-paid_in_capital_increase-annual'

    • 'krx-spot-purchase_of_treasury_stock'

    • 'krx-spot-purchase_of_treasury_stock-annual'

    • 'krx-spot-sales_of_treasury_stock'

    • 'krx-spot-sales_of_treasury_stock-annual'

    • 'krx-spot-dividend_comm_cash'

    • 'krx-spot-dividend_comm_cash-annual'

    • 'krx-spot-dividend_pref_cash'

    • 'krx -spot-dividend_pref_cash-annual'

  • Free Cash Flow:

    • 'krx-spot-fcf1'

    • 'krx-spot-fcf1-annual'

    • 'krx-spot-fcf2'

    • 'krx-spot-fcf2-annual'

Other Financial Metrics

  • 'krx-spot-enterprise_value'

  • 'krx-spot-enterprise_value-annual'

  • 'krx-spot-invested_capital'

  • 'krx-spot-invested_capital-annual'

  • 'krx-spot-roic'

  • 'krx-spot-roic-annual'

  • 'krx-spot-dividend'

  • 'krx-spot-dividend-annual'

  • 'krx -spot-dividend_all-annual'

  • 'krx-spot-payout_ratio'

  • 'krx-spot-payout_ratio-annual'

  • 'krx-spot-cash_payout_ratio'

  • 'krx-spot-cash_payout_ratio-annual'

  • 'krx-spot-ex_dividend_date'

  • 'krx-spot-ex_dividend_date-annual'

  • 'krx-spot-scheduled_dividend_payment_date'

  • 'krx-spot-scheduled_dividend_payment_date-annual'

  • 'krx-spot-loans'

  • 'krx-spot-loans-annual'

Other Items

  • 'krx-spot-fiscal_end'

  • 'krx-spot-finished_goods'

  • 'krx-spot-finished_goods-annual'

  • 'krx-spot-number_of_employees'

  • 'krx-spot-number_of_employees-annual'

  • 'krx-spot-unearned_income'

  • 'krx-spot-unearned_income-annual'

  • 'krx-spot-common_shares_fy_end-annual'

  • 'krx-spot-preferred_shares_fy_end-annual'

  • 'krx-spot-shares_fy_end-annual'

  • 'krx-spot-listed_shares_comm'

  • 'krx-spot-listed_shares_pref'

  • 'krx-spot-listed_shares_comm-annual'

  • 'krx-spot-listed_shares_pref-annual'

Analyst Consensus

Access financial analyst consensus data for Korean stocks, including earnings, assets, cash flows, and analyst ratings.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("krx-spot-eps_q1_up")

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

Item List

Earnings Estimates

  • krx-spot-eps_q1_up

  • krx-spot-eps_q1_down

  • krx-spot-eps_q1_stay

  • krx-spot-eps_q2_up

  • krx-spot-eps_q2_down

  • krx-spot-eps_q2_stay

  • krx-spot-eps1_up

  • krx-spot-eps1_down

  • krx-spot-eps1_stay

  • krx-spot-new_eps1

  • krx-spot-eps2_up

  • krx-spot-eps2_down

  • krx-spot-eps2_stay

  • krx-spot-new_eps2

  • krx-spot-new_eps_q1

  • krx-spot-new_eps_q2

Earnings Revisions

  • krx-spot-eps1_revision_ratio_1m

  • krx-spot-eps2_revision_ratio_1m

  • krx-spot-eps_q1_revision_ratio_1m

  • krx-spot-eps_q2_revision_ratio_1m

  • krx-spot-eps1_revision_ratio_3m

  • krx-spot-eps2_revision_ratio_3m

  • krx-spot-eps_q1_revision_ratio_3m

  • krx-spot-eps_q2_revision_ratio_3m

  • krx-spot-changed_ratio_in_eps1

  • krx-spot-changed_ratio_in_eps2

Valuation and Profitability

  • krx-spot-evebitda_a

  • krx-spot-fcf_a

  • krx-spot-sales_a

  • krx-spot-sales_q

  • krx-spot-operating_profit_q

  • krx-spot-operating_profit_a

  • krx-spot-net_profit_q

  • krx-spot-net_profit_a

  • krx-spot-ebitda_a

  • krx-spot-owners_of_parent_equity_a

  • krx-spot-owners_of_parent_net_profit_a

  • krx-spot-owners_of_parent_net_profit_q

Assets and Investments

  • krx-spot-total_assets_a

  • krx-spot-capex_a

  • krx-spot-operating_cash_flows_a

  • krx-spot-investing_cash_flows_a

  • krx-spot-financing_cash_flows_a

  • krx-spot-net_debt_a

Dividends and Book Value

  • krx-spot-dividend_yield_a

  • krx-spot-cash_dividend_a

  • krx-spot-book_value_a

Analyst Ratings and Target Prices

  • krx-spot-rating

  • krx-spot-tp

  • krx-spot-tp_revision_ratio_1m

  • krx-spot-rating_revision_ratio_1m

  • krx-spot-disparate_ratio_tp

Fiscal Data

  • krx-spot-fiscal

Quantitative

Descriptor

A comprehensive data catalog for KR STOCK quantitative descriptors, providing a wide range of financial metrics for analysis.

Example code

from finter.data import ContentFactory

cf = ContentFactory("kr_stock", 20200101, 20200201)
df = cf.get_df("rnd-expense-to-market-quarter")

Metadata

Valid From
Delivery Schedule
Time Zone
Data Frequency

Item List

Financial Ratios

  • Quarterly Metrics

    • rnd-expense-to-market-quarter

    • rnd-expenses-to-sales-quarter

    • operating-leverage-quarter

    • tangibility-quarter

    • asset-liquidity-to-assets-quarter

    • asset-liquidity-to-market-quarter

    • investment-to-assets-quarter

    • return-on-equity-quarter

    • return-on-assets-quarter

    • change-return-on-equity-quarter

    • change-return-on-assets-quarter

    • return-on-net-operating-assets-quarter

    • asset-turnover-quarter

    • profit-margin-quarter

    • capital-turnover-quarter

    • gross-profits-lagged-assets-quarter

    • operating-profits-lagged-equity-quarter

    • operating-profits-lagged-assets-quarter

    • cash-based-operating-profits-lagged-assets-quarter

    • fundamental-score-quarter

    • ohlson-o-score-quarter

    • altman-z-score-quarter

    • taxable-income-to-book-income-quarter

    • book-leverage-quarter

    • sales-growth-quarter

    • book-to-market-quarter

    • debt-to-market-quarter

    • assets-to-market-quarter

    • earnings-to-price-quarter

    • cashflow-to-price-quarter

    • operating-cashflow-to-price-quarter

    • sales-to-price-quarter

    • net-debt-to-price-quarter

    • enterprise-book-to-price-quarter

    • enterprise-multiple-quarter

  • Annual Metrics

    • rnd-expense-to-market

    • rnd-expenses-to-sales

    • rnd-capital-to-assets

    • operating-leverage

    • hiring-rate

    • percent-change-sales-minus-inventory

    • percent-change-sales-minus-accounts-receivables

    • percent-change-gross-margin-minus-sales

    • percent-change-sales-minus-sga

    • labor-force-efficiency

    • tangibility

    • asset-liquidity-to-assets

    • asset-liquidity-to-market

    • abnormal-corporate-investment

    • investment-to-assets

    • change-ppe-inventory-to-assets

    • net-operating-assets

    • change-net-operating-assets

    • change-long-term-net-operating-assets

    • investment-growth-1-year

    • investment-growth-2-year

    • investment-growth-3-year

    • composite-equity-issuance

    • composite-debt-issuance

    • inventory-growth

    • inventory-changes

    • operating-accruals

    • percent-operating-accruals

    • change-current-operating-assets

    • change-current-operating-liabilities

    • change-net-non-cash-working-capital

    • change-non-current-operating-assets

    • change-non-current-operating-liabilities

    • change-net-non-current-operating-assets

    • change-short-term-investments

    • change-long-term-investments

    • change-financial-liabilities

    • change-net-financial-assets

    • change-book-equity

    • return-on-equity

    • return-on-assets

    • change-return-on-equity

    • change-return-on-assets

    • return-on-net-operating-assets

    • asset-turnover

    • profit-margin

    • capital-turnover

    • gross-profits-to-assets

    • gross-profits-lagged-assets

    • operating-profits-to-equity

    • operating-profits-lagged-equity

    • operating-profits-to-assets

    • operating-profits-lagged-assets

    • cash-based-operating-profits-to-assets

    • cash-based-operating-profits-lagged-assets

    • fundamental-score

    • ohlson-o-score

    • altman-z-score

    • taxable-income-to-book-income

    • book-leverage

    • book-to-market

    • book-to-market-june-end

    • debt-to-market

    • assets-to-market

    • earnings-to-price

    • cashflow-to-price

    • operating-cashflow-to-price

    • sales-to-price

    • sales-growth

    • sales-growth-rank-5-year

    • net-debt-to-price

    • enterprise-book-to-price

    • enterprise-multiple

    • net-stock-issues

Market Dynamics

  • total-volatility

  • total-skewness

  • maximum-five-daily-return

  • maximum-ten-daily-return

  • share-turnover

  • dollar-trading-volume

  • absolute-return-to-volume

  • coefficient-variation-of-share-turnover

  • coefficient-variation-of-dollar-trading-volume

  • short-term-reversal

Risk Factors

  • market-beta

  • dimson-beta

  • frazzini-pedersen-beta

  • idiosyncratic-volatility-per-ff3

  • idiosyncratic-volatility-per-capm

  • idiosyncratic-skewness-per-ff3

  • idiosyncratic-skewness-per-capm

Company Fundamentals

  • advertising-expenses-to-market

  • growth-advertising-expense

  • 6-month-momentum

  • 11-month-momentum

  • 52-week-high

Company Background

  • age-found

  • age-listed

Factor

Factor (1)

Item List

Valuation Ratios

  • Price-to-Book Ratio (PBR)

    • kr-pbr_12mf: Price-to-book ratio for the next 12 months forecast.

    • kr-pbr_12mf-z: Z-score of the price-to-book ratio for the next 12 months forecast.

    • kr-pbr_12mf_rel3y: Price-to-book ratio for the next 12 months relative to the past 3 years.

    • kr-pbr_12mf_rel3y-z: Z-score of the price-to-book ratio for the next 12 months relative to the past 3 years.

    • kr-pbr_18mf: Price-to-book ratio for the next 18 months forecast.

    • kr-pbr_18mf-z: Z-score of the price-to-book ratio for the next 18 months forecast.

    • kr-pbr_18mf_rel3y: Price-to-book ratio for the next 18 months relative to the past 3 years.

    • kr-pbr_18mf_rel3y-z: Z-score of the price-to-book ratio for the next 18 months relative to the past 3 years.

    • kr-pbr_24mf: Price-to-book ratio for the next 24 months forecast.

    • kr-pbr_24mf-z: Z-score of the price-to-book ratio for the next 24 months forecast.

    • kr-pbr_24mf_rel3y: Price-to-book ratio for the next 24 months relative to the past 3 years.

    • kr-pbr_24mf_rel3y-z: Z-score of the price-to-book ratio for the next 24 months relative to the past 3 years.

  • Price-to-Sales Ratio (PSR)

    • kr-psr_12mf: Price-to-sales ratio for the next 12 months forecast.

    • kr-psr_12mf-z: Z-score of the price-to-sales ratio for the next 12 months forecast.

    • kr-psr_12mf_rel3y: Price-to-sales ratio for the next 12 months relative to the past 3 years.

    • kr-psr_12mf_rel3y-z: Z-score of the price-to-sales ratio for the next 12 months relative to the past 3 years.

    • kr-psr_18mf: Price-to-sales ratio for the next 18 months forecast.

    • kr-psr_18mf-z: Z-score of the price-to-sales ratio for the next 18 months forecast.

    • kr-psr_18mf_rel3y: Price-to-sales ratio for the next 18 months relative to the past 3 years.

    • kr-psr_18mf_rel3y-z: Z-score of the price-to-sales ratio for the next 18 months relative to the past 3 years.

    • kr-psr_24mf: Price-to-sales ratio for the next 24 months forecast.

    • kr-psr_24mf-z: Z-score of the price-to-sales ratio for the next 24 months forecast.

    • kr-psr_24mf_rel3y: Price-to-sales ratio for the next 24 months relative to the past 3 years.

    • kr-psr_24mf_rel3y-z: Z-score of the price-to-sales ratio for the next 24 months relative to the past 3 years.

  • Price-to-Free Cash Flow (P/FCF)

    • kr-p_fcf_12mf: Price-to-free cash flow ratio for the next 12 months forecast.

    • kr-p_fcf_12mf-z: Z-score of the price-to-free cash flow ratio for the next 12 months forecast.

    • kr-p_fcf_12mf_rel3y: Price-to-free cash flow ratio for the next 12 months relative to the past 3 years.

    • kr-p_fcf_12mf_rel3y-z: Z-score of the price-to-free cash flow ratio for the next 12 months relative to the past 3 years.

    • kr-p_fcf1_4q: Price-to-free cash flow ratio for the last 4 quarters.

    • kr-p_fcf1_4q-z: Z-score of the price-to-free cash flow ratio for the last 4 quarters.

    • kr-p_fcf1_4q_rel3y: Price-to-free cash flow ratio for the last 4 quarters relative to the past 3 years.

    • kr-p_fcf1_4q_rel3y-z: Z-score of the price-to-free cash flow ratio for the last 4 quarters relative to the past 3 years.

    • kr-p_fcf2_4q: Alternative calculation of the price-to-free cash flow ratio for the last 4 quarters.

    • kr-p_fcf2_4q-z: Z-score of the alternative calculation of the price-to-free cash flow ratio for the last 4 quarters.

    • kr-p_fcf2_4q_rel3y: Alternative calculation of the price-to-free cash flow ratio for the last 4 quarters relative to the past 3 years.

    • kr-p_fcf2_4q_rel3y-z: Z-score of the alternative calculation of the price-to-free cash flow ratio for the last 4 quarters relative to the past 3 years.

  • Price-to-Earnings Ratio (PER)

    • kr-per_12mf: Price-to-earnings ratio for the next 12 months forecast.

    • kr-per_12mf-z: Z-score of the price-to-earnings ratio for the next 12 months forecast.

    • kr-per_12mf_rel3y: Price-to-earnings ratio for the next 12 months relative to the past 3 years.

    • kr-per_12mf_rel3y-z: Z-score of the price-to-earnings ratio for the next 12 months relative to the past 3 years.

    • kr-per_18mf: Price-to-earnings ratio for the next 18 months forecast.

    • kr-per_18mf-z: Z-score of the price-to-earnings ratio for the next 18 months forecast.

    • kr-per_18mf_rel3y: Price-to-earnings ratio for the next 18 months relative to the past 3 years.

    • kr-per_18mf_rel3y-z: Z-score of the price-to-earnings ratio for the next 18 months relative to the past 3 years.

    • kr-per_24mf: Price-to-earnings ratio for the next 24 months forecast.

    • kr-per_24mf-z: Z-score of the price-to-earnings ratio for the next 24 months forecast.

    • kr-per_24mf_rel3y: Price-to-earnings ratio for the next 24 months relative to the past 3 years.

    • kr-per_24mf_rel3y-z: Z-score of the price-to-earnings ratio for the next 24 months relative to the past 3 years.

  • EV/EBITDA

    • kr-ev_ebitda_18mf: Enterprise value to EBITDA ratio for the next 18 months forecast.

    • kr-ev_ebitda_18mf-z: Z-score of the enterprise value to EBITDA ratio for the next 18 months forecast.

    • kr-ev_ebitda_18mf_rel3y: Enterprise value to EBITDA ratio for the next 18 months relative to the past 3 years.

    • kr-ev_ebitda_18mf_rel3y-z: Z-score of the enterprise value to EBITDA ratio for the next 18 months relative to the past 3 years.

    • kr-ev_ebitda_24mf: Enterprise value to EBITDA ratio for the next 24 months forecast.

    • kr-ev_ebitda_24mf-z: Z-score of the enterprise value to EBITDA ratio for the next 24 months forecast.

    • kr-ev_ebitda_24mf_rel3y: Enterprise value to EBITDA ratio for the next 24 months relative to the past 3 years.

    • kr-ev_ebitda_24mf_rel3y-z: Z-score of the enterprise value to EBITDA ratio for the next 24 months relative to the past 3 years.

  • Price-to-Cash Flow Ratio (PCR)

    • kr-pcr_12mf: Price-to-cash flow ratio for the next 12 months forecast.

    • kr-pcr_12mf-z: Z-score of the price-to-cash flow ratio for the next 12 months forecast.

    • kr-pcr_12mf_rel3y: Price-to-cash flow ratio for the next 12 months relative to the past 3 years.

    • kr-pcr_12mf_rel3y-z: Z-score of the price-to-cash flow ratio for the next 12 months relative to the past 3 years.

    • kr-pcr_18mf: Price-to-cash flow ratio for the next 18 months forecast.

    • kr-pcr_18mf-z: Z-score of the price-to-cash flow ratio for the next 18 months forecast.

    • kr-pcr_18mf_rel3y: Price-to-cash flow ratio for the next 18 months relative to the past 3 years.

    • kr-pcr_18mf_rel3y-z: Z-score of the price-to-cash flow ratio for the next 18 months relative to the past 3 years.

    • kr-pcr_24mf: Price-to-cash flow ratio for the next 24 months forecast.

    • kr-pcr_24mf-z: Z-score of the price-to-cash flow ratio for the next 24 months forecast.

    • kr-pcr_24mf_rel3y: Price-to-cash flow ratio for the next 24 months relative to the past 3 years.

    • kr-pcr_24mf_rel3y-z: Z-score of the price-to-cash flow ratio for the next 24 months relative to the past 3 years.

Profitability Ratios

  • Operating Profit Margin

    • kr-operating_profit_margin_12mf: Operating profit margin for the next 12 months forecast.

    • kr-operating_profit_margin_12mf-z: Z-score of the operating profit margin for the next 12 months forecast.

  • Net Profit Margin

    • kr-net_profit_margin_12mf: Net profit margin for the next 12 months forecast.

    • kr-net_profit_margin_12mf-z: Z-score of the net profit margin for the next 12 months forecast.

  • Return on Equity (ROE)

    • kr-return_on_equity_12mf: Return on equity for the next 12 months forecast.

    • kr-return_on_equity_12mf-z: Z-score of the return on equity for the next 12 months forecast.

  • Return on Asset (ROA)

    • kr-return_on_asset_12mf: Return on assets for the next 12 months forecast.

    • kr-return_on_asset_12mf-z: Z-score of the return on assets for the next 12 months forecast.

Investment Ratios

  • Dividend Yield

    • kr-dividend_yield_12mf: Dividend yield for the next 12 months forecast.

    • kr-dividend_yield_12mf-z: Z-score of the dividend yield for the next 12 months forecast.

    • kr-dividend_yield_12mf_rel3y: Dividend yield for the next 12 months relative to the past 3 years.

    • kr-dividend_yield_12mf_rel3y-z: Z-score of the dividend yield for the next 12 months relative to the past 3 years.

    • kr-dividend_yield_fy0: Dividend yield for the current fiscal year.

    • kr-dividend_yield_fy0-z: Z-score of the dividend yield for the current fiscal year.

    • kr-dividend_yield_fy0_rel3y: Dividend yield for the current fiscal year relative to the past 3 years.

    • kr-dividend_yield_fy0_rel3y-z: Z-score of the dividend yield for the current fiscal year relative to the past 3 years.

    • kr-dividend_yield_fy1: Dividend yield for the next fiscal year.

    • kr-dividend_yield_fy1-z: Z-score of the dividend yield for the next fiscal year.

    • kr-dividend_yield_fy1_rel3y: Dividend yield for the next fiscal year relative to the past 3 years.

    • kr-dividend_yield_fy1_rel3y-z: Z-score of the dividend yield for the next fiscal year relative to the past 3 years.

  • Dividend Per Share (DPS) Change

    • kr-dps_fy1_1m_chg: Change in dividend per share for the next fiscal year over the last month.

    • kr-dps_fy1_1m_chg-z: Z-score of the change in dividend per share for the next fiscal year over the last month.

    • kr-dps_fy1_3m_chg: Change in dividend per share for the next fiscal year over the last three months.

    • kr-dps_fy1_3m_chg-z: Z-score of the change in dividend per share for the next fiscal year over the last three months.

    • kr-dps_fy2_1m_chg: Change in dividend per share for the second next fiscal year over the last month.

    • kr-dps_fy2_1m_chg-z: Z-score of the change in dividend per share for the second next fiscal year over the last month.

    • kr-dps_fy2_3m_chg: Change in dividend per share for the second next fiscal year over the last three months.

    • kr-dps_fy2_3m_chg-z: Z-score of the change in dividend per share for the second next fiscal year over the last three months.

Market Ratios

  • Implied Volatility

    • kr-ivol_mkt_252d: Implied volatility in the market over the last 252 days.

    • kr-ivol_mkt_252d-z: Z-score of the implied volatility in the market over the last 252 days.

    • kr-ivol_ff_21d: Implied volatility from a fast formula over the last 21 days.

    • kr-ivol_ff_21d-z: Z-score of the implied volatility from a fast formula over the last 21 days.

    • kr-ivol_ff_63d: Implied volatility from a fast formula over the last 63 days.

    • kr-ivol_ff_63d-z: Z-score of the implied volatility from a fast formula over the last 63 days.

    • kr-ivol_ff_126d: Implied volatility from a fast formula over the last 126 days.

    • kr-ivol_ff_126d-z: Z-score of the implied volatility from a fast formula over the last 126 days.

    • kr-ivol_ff_252d: Implied volatility from a fast formula over the last 252 days.

    • kr-ivol_ff_252d-z: Z-score of the implied volatility from a fast formula over the last 252 days.

  • Beta

    • kr-beta_yield_3y_60m: Beta calculated using a 60-month window, based on the last 3 years.

    • kr-beta_yield_3y_60m-z: Z-score of the beta calculated using a 60-month window, based on the last 3 years.

    • kr-beta_yield_5y_60m: Beta calculated using a 60-month window, based on the last 5 years.

    • kr-beta_yield_5y_60m-z: Z-score of the beta calculated using a 60-month window, based on the last 5 years.

    • kr-beta_yield_10y_60m: Beta calculated using a 60-month window, based on the last 10 years.

    • kr-beta_yield_10y_60m-z: Z-score of the beta calculated using a 60-month window, based on the last 10 years.

  • Residual Yield

    • kr-resid_yield_3y_60m: Residual yield calculated using a 60-month window, based on the last 3 years.

    • kr-resid_yield_3y_60m-z: Z-score of the residual yield calculated using a 60-month window, based on the last 3 years.

    • kr-resid_us_1260d: Residual yield for the US market over the last 1260 days.

    • kr-resid_us_1260d-z: Z-score of the residual yield for the US market over the last 1260 days.

Credit and Investment Intensity Ratios

  • Credit Ratio

    • kr-credit_ratio_5d: Credit ratio over the last 5 days.

    • kr-credit_ratio_5d-z: Z-score of the credit ratio over the last 5 days.

    • kr-credit_ratio_10d: Credit ratio over the last 10 days.

    • kr-credit_ratio_10d-z: Z-score of the credit ratio over the last 10 days.

    • kr-credit_ratio_20d: Credit ratio over the last 20 days.

    • kr-credit_ratio_20d-z: Z-score of the credit ratio over the last 20 days.

    • kr-credit_ratio_60d: Credit ratio over the last 60 days.

    • kr-credit_ratio_60d-z: Z-score of the credit ratio over the last 60 days.

  • Securities Lending and Borrowing (SLB) Intensity

    • kr-slb_intensity_5d: Securities lending and borrowing intensity over the last 5 days.

    • kr-slb_intensity_5d-z: Z-score of the securities lending and borrowing intensity over the last 5 days.

    • kr-slb_intensity_10d: Securities lending and borrowing intensity over the last 10 days.

    • kr-slb_intensity_10d-z: Z-score of the securities lending and borrowing intensity over the last 10 days.

    • kr-slb_intensity_20d: Securities lending and borrowing intensity over the last 20 days.

    • kr-slb_intensity_20d-z: Z-score of the securities lending and borrowing intensity over the last 20 days.

    • kr-slb_intensity_60d: Securities lending and borrowing intensity over the last 60 days.

    • kr-slb_intensity_60d-z: Z-score of the securities lending and borrowing intensity over the last 60 days.

  • Net Investment Ratios

    • kr-net_inst_10d: Net investment by institutions over the last 10 days.

    • kr-net_inst_10d-z: Z-score of the net investment by institutions over the last 10 days.

    • kr-net_inst_20d: Net investment by institutions over the last 20 days.

    • kr-net_inst_20d-z: Z-score of the net investment by institutions over the last 20 days.

    • kr-net_fore_10d: Net foreign investment over the last 10 days.

    • kr-net_fore_10d-z: Z-score of the net foreign investment over the last 10 days.

    • kr-net_fore_20d: Net foreign investment over the last 20 days.

    • kr-net_fore_20d-z: Z-score of the net foreign investment over the last 20 days.

    • kr-net_retail_10d: Net retail investment over the last 10 days.

    • kr-net_retail_10d-z: Z-score of the net retail investment over the last 10 days.

    • kr-net_retail_20d: Net retail investment over the last 20 days.

    • kr-net_retail_20d-z: Z-score of the net retail investment over the last 20 days.

    • kr-net_invest_or_10d: Other net investment over the last 10 days.

    • kr-net_invest_or_10d-z: Z-score of other net investment over the last 10 days.

    • kr-net_invest_or_20d: Other net investment over the last 20 days.

    • kr-net_invest_or_20d-z: Z-score of other net investment over the last 20 days.

    • kr-net_invest_and_10d: Another category of net investment over the last 10 days.

    • kr-net_invest_and_10d-z: Z-score of another category of net investment over the last 10 days.

    • kr-net_invest_and_20d: Another category of net investment over the last 20 days.

    • kr-net_invest_and_20d-z: Z-score of another category of net investment over the last 20 days.

    • kr-net_invest_sum_10d: Sum of net investments over the last 10 days.

    • kr-net_invest_sum_10d-z: Z-score of the sum of net investments over the last 10 days.

    • kr-net_invest_sum_20d: Sum of net investments over the last 20 days.

    • kr-net_invest_sum_20d-z: Z-score of the sum of net investments over the last 20 days.

  • Investment Ratio by Investor Type

    • kr-inst_invest_ratio_5d: Investment ratio by institutions over the last 5 days.

    • kr-inst_invest_ratio_5d-z: Z-score of the investment ratio by institutions over the last 5 days.

    • kr-inst_invest_ratio_10d: Investment ratio by institutions over the last 10 days.

    • kr-inst_invest_ratio_10d-z: Z-score of the investment ratio by institutions over the last 10 days.

    • kr-inst_invest_ratio_20d: Investment ratio by institutions over the last 20 days.

    • kr-inst_invest_ratio_20d-z: Z-score of the investment ratio by institutions over the last 20 days.

    • kr-inst_invest_ratio_60d: Investment ratio by institutions over the last 60 days.

    • kr-inst_invest_ratio_60d-z: Z-score of the investment ratio by institutions over the last 60 days.

    • kr-fore_invest_ratio_5d: Investment ratio by foreign investors over the last 5 days.

    • kr-fore_invest_ratio_5d-z: Z-score of the investment ratio by foreign investors over the last 5 days.

    • kr-fore_invest_ratio_10d: Investment ratio by foreign investors over the last 10 days.

    • kr-fore_invest_ratio_10d-z: Z-score of the investment ratio by foreign investors over the last 10 days.

    • kr-fore_invest_ratio_20d: Investment ratio by foreign investors over the last 20 days.

    • kr-fore_invest_ratio_20d-z: Z-score of the investment ratio by foreign investors over the last 20 days.

    • kr-fore_invest_ratio_60d: Investment ratio by foreign investors over the last 60 days.

    • kr-fore_invest_ratio_60d-z: Z-score of the investment ratio by foreign investors over the last 60 days.

    • kr-retail_invest_ratio_5d: Investment ratio by retail investors over the last 5 days.

    • kr-retail_invest_ratio_5d-z: Z-score of the investment ratio by retail investors over the last 5 days.

    • kr-retail_invest_ratio_10d: Investment ratio by retail investors over the last 10 days.

    • kr-retail_invest_ratio_10d-z: Z-score of the investment ratio by retail investors over the last 10 days.

    • kr-retail_invest_ratio_20d: Investment ratio by retail investors over the last 20 days.

    • kr-retail_invest_ratio_20d-z: Z-score of the investment ratio by retail investors over the last 20 days.

    • kr-retail_invest_ratio_60d: Investment ratio by retail investors over the last 60 days.

    • kr-retail_invest_ratio_60d-z: Z-score of the investment ratio by retail investors over the last 60 days.

    • kr-net_invest_ratio_5d: Net investment ratio over the last 5 days.

    • kr-net_invest_ratio_5d-z: Z-score of the net investment ratio over the last 5 days.

    • kr-net_invest_ratio_10d: Net investment ratio over the last 10 days.

    • kr-net_invest_ratio_10d-z: Z-score of the net investment ratio over the last 10 days.

    • kr-net_invest_ratio_20d: Net investment ratio over the last 20 days.

    • kr-net_invest_ratio_20d-z: Z-score of the net investment ratio over the last 20 days.

    • kr-net_invest_ratio_60d: Net investment ratio over the last 60 days.

    • kr-net_invest_ratio_60d-z: Z-score of the net investment ratio over the last 60 days.

  • Growth Ratios

    • kr-np_yoy: Year-over-year growth in net profit.

    • kr-np_yoy-z: Z-score of the year-over-year growth in net profit.

    • kr-roe_delta: Change in return on equity from the previous period.

    • kr-roe_delta-z: Z-score of the change in return on equity from the previous period.

    • kr-sales_yoy: Year-over-year growth in sales.

    • kr-sales_yoy-z: Z-score of the year-over-year growth in sales.

    • kr-op_yoy: Year-over-year growth in operating profit.

    • kr-op_yoy-z: Z-score of the year-over-year growth in operating profit.

  • Capital Expenditure Ratios

    • kr-capex_to_asset_12mf: Capital expenditure to asset ratio for the next 12 months forecast.

    • kr-capex_to_asset_12mf-z: Z-score of the capital expenditure to asset ratio for the next 12 months forecast.

    • kr-capex_growth_12mf: Growth in capital expenditure over the next 12 months forecast.

    • kr-capex_growth_12mf-z: Z-score of the growth in capital expenditure over the next 12 months forecast.

Factor (2)

Item List

Sales

  • 12-Month Forward

    • Monthly

      • kr-sales_12mf_1m - Represents the forecasted sales for the next 12 months on a monthly basis.

      • kr-sales_12mf_1m-z - Z-score of the 12-month forward sales on a monthly basis.

    • Quarterly

      • kr-sales_12mf_3m - Represents the forecasted sales for the next 12 months on a quarterly basis.

      • kr-sales_12mf_3m-z - Z-score of the 12-month forward sales on a quarterly basis.

  • 18-Month Forward

    • Monthly

      • kr-sales_18mf_1m - Represents the forecasted sales for the next 18 months on a monthly basis.

      • kr-sales_18mf_1m-z - Z-score of the 18-month forward sales on a monthly basis.

    • Quarterly

      • kr-sales_18mf_3m - Represents the forecasted sales for the next 18 months on a quarterly basis.

      • kr-sales_18mf_3m-z - Z-score of the 18-month forward sales on a quarterly basis.

  • 24-Month Forward

    • Monthly

      • kr-sales_24mf_1m - Represents the forecasted sales for the next 24 months on a monthly basis.

      • kr-sales_24mf_1m-z - Z-score of the 24-month forward sales on a monthly basis.

    • Quarterly

      • kr-sales_24mf_3m - Represents the forecasted sales for the next 24 months on a quarterly basis.

      • kr-sales_24mf_3m-z - Z-score of the 24-month forward sales on a quarterly basis.

  • Fiscal Quarters

    • FQ1

      • Monthly

        • kr-sales_fq1_1m - Represents the forecasted sales for the first fiscal quarter on a monthly basis.

        • kr-sales_fq1_1m-z - Z-score of the first fiscal quarter sales on a monthly basis.

      • Quarterly

        • kr-sales_fq1_3m - Represents the forecasted sales for the first fiscal quarter on a quarterly basis.

        • kr-sales_fq1_3m-z - Z-score of the first fiscal quarter sales on a quarterly basis.

    • FQ2

      • Monthly

        • kr-sales_fq2_1m - Represents the forecasted sales for the second fiscal quarter on a monthly basis.

        • kr-sales_fq2_1m-z - Z-score of the second fiscal quarter sales on a monthly basis.

      • Quarterly

        • kr-sales_fq2_3m - Represents the forecasted sales for the second fiscal quarter on a quarterly basis.

        • kr-sales_fq2_3m-z - Z-score of the second fiscal quarter sales on a quarterly basis.

  • Fiscal Years

    • FY1

      • Monthly

        • kr-sales_fy1_1m - Represents the forecasted sales for the first fiscal year on a monthly basis.

        • kr-sales_fy1_1m-z - Z-score of the first fiscal year sales on a monthly basis.

      • Quarterly

        • kr-sales_fy1_3m - Represents the forecasted sales for the first fiscal year on a quarterly basis.

        • kr-sales_fy1_3m-z - Z-score of the first fiscal year sales on a quarterly basis.

    • FY2

      • Monthly

        • kr-sales_fy2_1m - Represents the forecasted sales for the second fiscal year on a monthly basis.

        • kr-sales_fy2_1m-z - Z-score of the second fiscal year sales on a monthly basis.

      • Quarterly

        • kr-sales_fy2_3m - Represents the forecasted sales for the second fiscal year on a quarterly basis.

        • kr-sales_fy2_3m-z - Z-score of the second fiscal year sales on a quarterly basis.

Operating Profit

  • 12-Month Forward

    • Monthly

      • kr-op_12mf_1m - Represents the forecasted operating profit for the next 12 months on a monthly basis.

      • kr-op_12mf_1m-z - Z-score of the 12-month forward operating profit on a monthly basis.

    • Quarterly

      • kr-op_12mf_3m - Represents the forecasted operating profit for the next 12 months on a quarterly basis.

      • kr-op_12mf_3m-z - Z-score of the 12-month forward operating profit on a quarterly basis.

  • 18-Month Forward

    • Monthly

      • kr-op_18mf_1m - Represents the forecasted operating profit for the next 18 months on a monthly basis.

      • kr-op_18mf_1m-z - Z-score of the 18-month forward operating profit on a monthly basis.

    • Quarterly

      • kr-op_18mf_3m - Represents the forecasted operating profit for the next 18 months on a quarterly basis.

      • kr-op_18mf_3m-z - Z-score of the 18-month forward operating profit on a quarterly basis.

  • 24-Month Forward

    • Monthly

      • kr-op_24mf_1m - Represents the forecasted operating profit for the next 24 months on a monthly basis.

      • kr-op_24mf_1m-z - Z-score of the 24-month forward operating profit on a monthly basis.

    • Quarterly

      • kr-op_24mf_3m - Represents the forecasted operating profit for the next 24 months on a quarterly basis.

      • kr-op_24mf_3m-z - Z-score of the 24-month forward operating profit on a quarterly basis.