Obtain the company’s standardized operating indicators
Method name: get_company_oper_metrics
Enter parameters
| Field | Type | Description | Is it required |
|---|---|---|---|
| start_year | str | Start fiscal year, eg: “2025” | Required |
| end_year | str | Ending fiscal year, eg: “2025” | Required |
| symbol | Optional[Union[str, List[str]]] | Stock code | Optional |
| fields | Optional[Union[str, List[str]]] | Return fields | Optional |
| market | str | Market, supports hk, us, default is hk | required |
Response parameters
| Field | Type | Description |
|---|---|---|
| symbol | str | stock code |
| is_final | int | Whether it is the final report |
| financial_year | str | fiscal year |
| financial_period_end_date | str | Financial report deadline |
| report_type | str | report type (original/restated) |
| data_type | str | data type |
| consol_basis | str | Data merging basis |
| report_source | str | report source |
| item_name | str | indicator name |
| is_pershare_item | str | Whether it is a per share indicator |
| is_percent_item | str | Whether it is a percentage indicator |
| item_unit | str | indicator unit scaling |
| item_currency | str | Indicator currency unit |
| item_num | double | indicator value |
Usage examples
Obtain the standardized operating indicators of all Hong Kong stock companies in a certain fiscal year
import tqx_data
result = tqx_data.get_company_oper_metrics(
market='hk',
symbol=[""],
fields=[""],
start_year="2023",
end_year="2025",
)
print(result)
symbol is_final financial_year ... item_unit item_currency item_num
0 0004.HK 1 2023 ... Units HKD 142989.000000
1 0004.HK 1 2023 ... No scaling HKD 0.000047
2 0004.HK 1 2023 ... Units HKD 142989.000000
3 0004.HK 1 2023 ... No scaling HKD 0.000047
4 0004.HK 1 2024 ... Units HKD 136832.000000
... ... ... ... ... ... ... ...
3273 9993.HK 1 2023 ... Units CNY 23952.919000
3274 9993.HK 1 2024 ... Units CNY 14833.422000
3275 9993.HK 1 2024 ... Units CNY 14833.422000
3276 9993.HK 0 2025 ... Units CNY 7914.030000
3277 9993.HK 0 2025 ... Units CNY 7914.030000
Obtain the company’s latest market financial statistical indicators
Method name: get_company_current
Enter parameters
| Field | Type | Description | Is it required |
|---|---|---|---|
| symbol | Optional[Union[str, List[str]]] | Stock code | Optional |
| fields | Optional[Union[str, List[str]]] | Return fields | Optional |
| market | str | Market, supports hk, us, default is hk | required |
Response parameters
Note: The data is refreshed daily. For each field of each symbol, the latest known date data will be returned as much as possible.| Field | Type | Description |
|---|---|---|
| symbol | str | stock code |
| date | str | data date |
| period_end_date | str | Financial report deadline |
| curr_ebitda_to_ev_ratio | double | EBITDA as a share of enterprise value |
| curr_ebitda_to_ev_ratio_ttm | double | EBITDA as a share of enterprise value (TTM) |
| curr_ev_to_ebitda | double | Enterprise value/EBITDA |
| curr_ev_to_ebitda_ttm | double | Enterprise value/EBITDA (TTM) |
| curr_ev_to_fcf | double | Enterprise value/free cash flow |
| curr_ev_to_fcf_ttm | double | Enterprise value/free cash flow (TTM) |
| curr_ev_to_fcf | double | Enterprise value/free cash flow |
| curr_ev_to_fcf_ttm | double | Enterprise value/free cash flow (TTM) |
| curr_ev_to_ocf | double | Enterprise value/operating cash flow |
| curr_ev_to_ocf_ttm | double | Enterprise value/operating cash flow (TTM) |
| curr_ev_to_rev | double | Enterprise value/operating income |
| curr_ev_to_rev_ttm | double | Enterprise value/operating income (TTM) |
| curr_fcf_to_ev_ratio | double | Free cash flow as a share of enterprise value |
| curr_fcf_to_ev_ratio_ttm | double | Free cash flow to enterprise value (TTM) |
| curr_rev_to_ev_ratio | double | Operating income as a proportion of enterprise value |
| curr_rev_to_ev_ratio_ttm | double | Operating income as a share of enterprise value (TTM) |
| curr_ev_to_fcf | double | Enterprise value/free cash flow |
| curr_ev_to_fcf_ttm | double | Enterprise value/free cash flow (TTM) |
| curr_ev_to_ebit | double | Enterprise value/EBIT |
| curr_ev_to_ebit_ttm | double | Enterprise value/earnings before interest and tax (TTM) |
| curr_price_to_fcf_pershr | double | share price/free cash flow per share |
| curr_price_to_fcf_pershr_ttm | double | Price/free cash flow per share (TTM) |
| curr_price_to_fcf_pershr_issue | double | Price/free cash flow per share (issue specific) |
| curr_price_to_fcf_pershr_issue_ttm | double | Price/free cash flow per share (issue specific, TTM) |
| curr_fcf_to_ev_ratio | double | Free cash flow as a share of enterprise value |
| curr_fcf_to_ev_ratio_ttm | double | Free cash flow to enterprise value (TTM) |
| curr_div_yld_issue_ratio | double | Dividend rate - net common stock (issue specific) |
| curr_div_yld_gross_issue_ratio | double | Dividend rate - gross common stock (issue specific) |
| curr_div_yld_issue_ratio_ann | double | Dividend rate - net common stock (annualized, issue specific) |
| curr_div_yld_gross_issue_ratio_ann | double | Dividend rate - gross common stock (annualized, issue specific) |
| curr_div_yld_issue_ratio_ttm | double | Dividend ratio - net common stock (TTM, issue specific) |
| curr_div_yld_gross_issue_ratio_ttm | double | Dividend ratio - gross common stock (TTM, issue specific) |
| curr_cash_to_mcap_ratio | double | The proportion of cash and short-term investments in market capitalization |
| curr_price_to_cf_pershr | double | share price/cash flow per share |
| curr_price_to_cf_pershr_ttm | double | share price/cash flow per share (TTM) |
| curr_price_to_cf_pershr_ann | double | share price/cash flow per share (annualized) |
| curr_price_to_cf_pershr_issue | double | share price/cash flow per share (issue specific) |
| curr_price_to_cf_pershr_issue_ttm | double | Price/cash flow per share (issue specific, TTM) |
| curr_price_to_fcf_pershr_issue | double | Price/free cash flow per share (issue specific) |
| curr_price_to_fcf_pershr_issue_ttm | double | Price/free cash flow per share (issue specific, TTM) |
| curr_price_to_ocf_pershr | double | share price/operating cash flow per share |
| curr_price_to_ocf_pershr_ttm | double | Stock price/operating cash flow per share (TTM) |
| curr_price_to_ocf_pershr_issue | double | Share price/operating cash flow per share (issue specific) |
| curr_price_to_ocf_pershr_issue_ttm | double | Share price/operating cash flow per share (issue specific, TTM) |
| curr_price_to_rev_pershr | double | share price/operating income per share |
| curr_price_to_rev_pershr_ann | double | Stock price/operating income per share (annualized) |
| curr_price_to_rev_pershr_ttm | double | share price/operating income per share (TTM) |
| curr_price_to_rev_pershr_issue | double | Share price/operating income per share (issue specific) |
| curr_price_to_rev_pershr_issue_ttm | double | Share price/operating income per share (issue specific, TTM) |
| curr_price_to_fcf_pershr_issue | double | Price/free cash flow per share (issue specific) |
| curr_price_to_fcf_pershr_issue_ttm | double | Price/free cash flow per share (issue specific, TTM) |
| curr_price_to_dps_issue | double | Stock price/dividend per share - net common stock (issue specific) |
| curr_price_to_dps_gross_issue | double | Stock price/dividend per share - gross common stock (issue specific) |
| curr_price_to_dps_issue_ttm | double | Share price/dividend per share - net common share (TTM, issue specific) |
| curr_price_to_dps_gross_issue_ttm | double | Stock price/dividend per share - gross common stock (TTM, issue specific) |
| curr_pe_dil_excl_issue | double | Price-to-earnings ratio - dilution deduction (issue specific) |
| curr_pe_dil_excl_issue_ttm | double | P/E ratio - dilution net of non-dilution (TTM, issue specific) |
| curr_pe_dil_excl | double | Price-to-earnings ratio - dilution net of non-dilution |
| curr_pe_dil_excl_ttm | double | Price-to-earnings ratio - dilution net of non-dilution (TTM) |
| curr_pe_dil_norm_issue | double | P/E ratio - dilution deduction non-normalized (issue specific) |
| curr_pe_dil_norm_issue_ttm | double | P/E ratio - dilution net non-normalized (TTM, issue specific) |
| curr_pe_dil_norm | double | Price-to-earnings ratio - dilution deduction non-normalized |
| curr_pe_dil_norm_ttm | double | P/E ratio - dilution minus non-normalized (TTM) |
| curr_pe_dil_incl_issue | double | P/E ratio - diluted with extraordinary items (issue specific) |
| curr_pe_dil_incl_issue_ttm | double | P/E ratio - diluted with extraordinary items (TTM, issue specific) |
| curr_pe_dil_incl | double | Price-to-earnings ratio - diluted including extraordinary items |
| curr_pe_dil_incl_ttm | double | Price-to-earnings ratio - diluted including extraordinary items (TTM) |
| curr_price_to_ebitda_pershr_issue | double | Price per share/EBITDA per share (issue specific) |
| curr_price_to_ebitda_pershr_issue_ttm | double | Share price/EBITDA per share (TTM, issue specific) |
| curr_price_to_ebitda_pershr | double | share price/EBITDA per share |
| curr_price_to_ebitda_pershr_ttm | double | Price/EBITDA per share (TTM) |
| curr_pe_basic_excl_issue | double | Price-to-earnings ratio - basic deduction (issue specific) |
| curr_pe_basic_excl_issue_ttm | double | P/E ratio - basic deduction (TTM, issue specific) |
| curr_pe_basic_excl | double | Price-earnings ratio-basic deduction |
| curr_pe_basic_excl_ttm | double | Price-to-earnings ratio - basic deduction (TTM) |
| curr_pe_basic_incl_issue | double | Price-to-earnings ratio - basic with extraordinary items (issue specific) |
| curr_pe_basic_incl_issue_ttm | double | P/E ratio - basic with extraordinary items (TTM, issue specific) |
| curr_pe_basic_incl | double | Price-earnings ratio-basic including extraordinary items |
| curr_pe_basic_incl_ttm | double | Price-to-earnings ratio-basic including extraordinary items (TTM) |
| curr_earn_yld_basic_excl_issue_ratio | double | Basic earnings per share (excluding non-profit) as a proportion of stock price (issue specific) |
| curr_earn_yld_basic_excl_issue_ratio_ttm | double | Basic earnings per share (excluding non-profit) as a proportion of stock price (TTM, issue specific) |
| curr_earn_yld_basic_excl_ratio | double | Basic earnings per share (excluding non-profit) as a share of stock price |
| curr_earn_yld_basic_excl_ratio_ttm | double | Basic earnings per share (excluding non-profit) as a share of stock price (TTM) |
| curr_earn_yld_basic_incl_issue_ratio | double | Basic earnings per share (including extraordinary) as a proportion of stock price (issue specific) |
| curr_earn_yld_basic_incl_issue_ratio_ttm | double | Basic earnings per share (including extraordinary) as a proportion of stock price (TTM, issue specific) |
| curr_earn_yld_basic_incl_ratio | double | Basic earnings per share (including extraordinary) as a proportion of stock price |
| curr_earn_yld_basic_incl_ratio_ttm | double | Basic earnings per share (including extraordinary) as a share of stock price (TTM) |
| curr_earn_yld_dil_excl_issue_ratio | double | Diluted earnings per share (excluding non-profit) as a proportion of stock price (issue specific) |
| curr_earn_yld_dil_excl_issue_ratio_ttm | double | Diluted earnings per share (excluding non-profit) as a share of stock price (TTM, issue specific) |
| curr_earn_yld_dil_excl_ratio | double | Diluted earnings per share (excluding non-profit) as a share of stock price |
| curr_earn_yld_dil_excl_ratio_ttm | double | Diluted earnings per share (excluding non-profit) as a share of stock price (TTM) |
| curr_earn_yld_dil_incl_issue_ratio | double | Diluted earnings per share (including extraordinary) as a proportion of stock price (issue specific) |
| curr_earn_yld_dil_incl_issue_ratio_ttm | double | Diluted earnings per share (including extraordinary) as a share of stock price (TTM, issue specific) |
| curr_earn_yld_dil_incl_ratio | double | Diluted earnings per share (including extraordinary) as a share of stock price |
| curr_earn_yld_dil_incl_ratio_ttm | double | Diluted earnings per share (including extraordinary) as a share of stock price (TTM) |
| curr_rel_pe_dil_excl_issue_ratio | double | Relative P/E quantile (issue specific) |
| curr_rel_pe_dil_excl_ratio | double | relative price-earnings ratio quantile |
| curr_peg | double | P/E ratio relative to earnings growth ratio |
| curr_peg_issue | double | P/E ratio relative to earnings growth ratio (issue specific) |
| curr_peg_ttm | double | P/E ratio relative to earnings growth ratio (TTM) |
| curr_peg_issue_ttm | double | P/E relative to earnings growth ratio (TTM, issue specific) |
| curr_pegy_issue | double | P/E ratio relative to earnings growth and dividend ratio (issue specific) |
| curr_pegy_issue_ttm | double | P/E ratio relative to earnings growth and dividend ratio (TTM, issue specific) |
| curr_pe_dil_excl_ttm_incl_neg | double | Price-to-earnings ratio - dilution net of non-dilution (TTM, including negative values) |
| curr_pe_dil_excl_issue_ttm_incl_neg | double | P/E ratio - dilution net of non (TTM, issue specific, including negative values) |
| curr_sales_per_emp_ann | double | Sales per capita (annualized) |
| curr_sales_per_emp_currency_ann | str | Sales per capita - currency unit (annualized) |
| curr_sales_per_emp_ttm | double | Sales per capita (TTM) |
| curr_sales_per_emp_currency_ttm | str | Sales per capita - currency unit (TTM) |
| curr_net_inc_per_emp_ann | double | Net profit after tax per capita (annualized) |
| curr_net_inc_per_emp_currency_ann | str | Net profit after tax per capita - currency unit (annualized) |
| curr_net_inc_per_emp_ttm | double | Net profit after tax per capita (TTM) |
| curr_net_inc_per_emp_currency_ttm | str | Net profit after tax per capita - currency unit (TTM) |
| curr_ev | double | enterprise value |
| curr_ev_currency | str | Enterprise value - currency unit |
| curr_pb | double | price to book ratio |
| curr_pb_issue | double | price to book ratio (issue specific) |
| curr_ptb | double | price to book ratio - tangible |
| curr_ptb_issue | double | Price to Book Ratio - Tangible (issue specific) |
| curr_ev_excl_lt_inv | double | Enterprise value (excluding long-term investments) |
| curr_ev_excl_lt_inv_currency | str | Enterprise value - currency units (excluding long-term investments) |
| curr_cash_to_mcap_ratio_lfy | double | Proportion of cash and short-term investments in market capitalization (last fiscal year) |
| curr_pb_lfy | double | Price to Book Ratio (last fiscal year) |
| curr_pb_issue_lfy | double | Price to Book Ratio (last fiscal year, issue specific) |
| curr_ptb_lfy | double | Price to Book Ratio - Tangible (Last Fiscal Year) |
| curr_ptb_issue_lfy | double | Price to Book Ratio - Tangible (last fiscal year, issue specific) |
| curr_ev_out | double | Enterprise value (based on outstanding equity) |
| curr_ev_out_currency | str | Enterprise value - currency units (based on outstanding equity) |
| curr_net_debt_to_ev_ratio | double | Net debt to enterprise value |
| curr_price_to_fcf_pershr | double | share price/free cash flow per share |
| curr_price_to_fcf_pershr_ttm | double | Price/free cash flow per share (TTM) |
| curr_price_to_fcf_pershr | double | share price/free cash flow per share |
| curr_price_to_fcf_pershr_ttm | double | Price/free cash flow per share (TTM) |
| curr_high_to_pe_dil_excl_ttm | double | 52-week high price/earnings per share (TTM) |
| curr_high_to_pe_dil_excl_issue_ttm | double | 52-week high price/EPS (TTM, issue specific) |
| curr_low_to_pe_dil_excl_ttm | double | 52-week low price/earnings per share (TTM) |
| curr_low_to_pe_dil_excl_issue_ttm | double | 52-week low price/EPS (TTM, issue specific) |
| curr_earn_yld_dil_excl_issue_to_high_ratio_ttm | double | EPS as a percentage of 52-week high price (issue specific, TTM) |
| curr_earn_yld_dil_excl_to_high_ratio_ttm | double | Earnings per share as a percentage of 52-week high price (TTM) |
| curr_earn_yld_dil_excl_issue_to_low_ratio_ttm | double | EPS as a percentage of 52-week low price (issue specific, TTM) |
| curr_earn_yld_dil_excl_to_low_ratio_ttm | double | Earnings per share as a percentage of 52-week lowest price (TTM) |
| curr_high_to_pb | double | 52-week high price/book value per share |
| curr_high_to_pb_issue | double | 52-week high price/book value per share (issue specific) |
| curr_low_to_pb | double | 52-week low price/book value per share |
| curr_low_to_pb_issue | double | 52-week low price/book value per share (issue specific) |
Usage examples
Obtain the latest partial market financial statistical indicators of all Hong Kong stock companies
import tqx_data
result = tqx_data.get_company_current(
market='hk',
symbol=[""],
fields=["curr_price_to_dps_issue_ttm","curr_div_yld_gross_issue_ratio","curr_fcf_to_ev_ratio_ttm"]
)
print(result)
symbol date curr_price_to_dps_issue_ttm curr_div_yld_gross_issue_ratio curr_fcf_to_ev_ratio_ttm
0 0001.HK 20251231 NaN NaN NaN
1 0001.HK 20260422 NaN NaN 7.405582
2 0002.HK 20251231 NaN NaN NaN
3 0002.HK 20260421 26.089543 4.185285 NaN
4 0002.HK 20260422 NaN NaN 2.373637
... ... ... ... ... ...
5651 9998.HK 20260422 NaN NaN NaN
5652 9999.HK 20251231 NaN NaN NaN
5653 9999.HK 20260416 NaN NaN 12.294160
5654 9999.HK 20260421 NaN NaN NaN
5655 9999.HK 20260422 37.359101 2.677018 NaN
Get the company’s latest industry median statistics
Method name: get_company_imed
Enter parameters
| Field | Type | Description | Is it required |
|---|---|---|---|
| symbol | Optional[Union[str, List[str]]] | Stock code | Optional |
| fields | Optional[Union[str, List[str]]] | Return fields | Optional |
| market | str | Market, supports hk, us, default is hk | required |
Response parameters
| Field | Type | Description |
|---|---|---|
| symbol | str | stock code |
| date | str | date |
| industry_name | str | industry name |
| imed_rec_turnover_ttm | double | Accounts receivable turnover rate TTM |
| imed_asset_turnover_ttm | double | Total asset turnover rate TTM |
| imed_net_trade_cycle_days_ttm | double | Average net business cycle (days) TTM |
| imed_gross_div_yield_ttm | double | Current dividend rate (gross profit) TTM |
| imed_net_div_yield_ttm | double | Current dividend rate (net profit) TTM |
| imed_price_to_fcf_per_shr_ttm | double | Price/free cash flow per share TTM |
| imed_gross_div_yield_ttm | double | Dividend rate (gross profit) TTM |
| imed_retention_ratio_ttm | double | Profit retention rate TTM |
| imed_fa_turnover_ttm | double | Fixed asset turnover rate TTM |
| imed_inv_turnover_ttm | double | Inventory turnover rate TTM |
| imed_inv_ratio_ttm | double | investment ratio TTM |
| imed_net_debt_to_ebitda_ttm | double | Net debt/EBITDA TTM |
| imed_pretax_roa_ratio_ttm | double | Pre-tax return on total assets TTM |
| imed_pretax_roe_ratio_ttm | double | pre-tax return on equity TTM |
| imed_pe_excl_exord_ttm | double | Price-to-earnings ratio (excluding extraordinary items) TTM |
| imed_price_to_fcf_net_div_ttm | double | Stock price/FCF per share (excluding dividends) TTM |
| imed_price_to_cfo_per_shr_ttm | double | Stock price/operating cash flow per share TTM |
| imed_price_to_rev_per_shr_ttm | double | Stock price/Total revenue per share TTM |
| imed_loan_loss_prov_to_loans_ratio_ttm | double | Loan loss provision/net loan TTM |
| imed_reinv_ratio_ttm | double | Reinvestment rate TTM |
| imed_roe_avg_common_ttm | double | Average common equity ROE TTM |
| imed_roic_ratio_ttm | double | Return on invested capital TTM |
| imed_sales_per_emp_ttm | double | Sales per capita TTM |
| imed_sales_per_emp_ccy_ttm | str | Sales per capita - currency unit TTM |
| imed_wcap_to_rev_pct_chg_ttm | double | Working capital/revenue (month-on-month change)TTM |
| imed_pe_ttm | double | Current price-to-earnings ratio TTM |
| imed_pb_ttm | double | Current price-to-book ratio TTM |
| imed_pcfo_ttm | double | Current stock price/operating cash flow TTM |
| imed_ps_ttm | double | Current price-to-sales ratio TTM |
| imed_core_tier1_ratio_fye_mid | double | core tier 1 capital adequacy ratio |
| imed_combined_ratio_insur_fye_mid | double | combined ratio-insurance |
| imed_curr_ratio_fye_mid | double | current ratio |
| imed_deposits_pct_chg_fye_mid | double | Month-on-month change in deposits |
| imed_ebitda_margin_ratio_fye_mid | double | EBITDA margin |
| imed_efficiency_ratio_fye_mid | double | efficiency ratio |
| imed_expense_ratio_insur_fye_mid | double | expense ratio-insurance |
| imed_fee_rev_ratio_fye_mid | double | Fee income ratio |
| imed_gross_margin_ratio_fye_mid | double | gross profit margin |
| imed_net_income_margin_excl_exord_fye_mid | double | Common stock net profit margin (excluding extraordinary) |
| imed_tax_rate_ratio_fye_mid | double | income tax rate |
| imed_insur_reserves_pct_chg_fye_mid | double | Month-on-month change in insurance reserves |
| imed_int_coverage_ratio_fye_mid | double | interest coverage ratio |
| imed_net_loans_pct_chg_fye_mid | double | Net loan month-on-month change |
| imed_nonperf_loans_to_gross_loans_ratio_fye_mid | double | Nonperforming and impaired loans/total loans |
| imed_loans_to_deposits_ratio_fye_mid | double | loan-to-deposit ratio |
| imed_loss_ratio_insur_fye_mid | double | loss ratio-insurance |
| imed_lt_debt_to_tot_cap_ratio_fye_mid | double | long-term debt/total capital |
| imed_cfo_abs_fye_mid | double | Net cash flow from operating activities (absolute) |
| imed_cfo_ccy_fye_mid | str | Cash flow from operating activities - monetary unit |
| imed_nim_ratio_fye_mid | double | net interest margin |
| imed_net_margin_ratio_fye_mid | double | net profit margin |
| imed_net_premiums_earned_diff_fye_mid | double | Net premiums earned (month-on-month change) |
| imed_net_premiums_earned_diff_ccy_fye_mid | str | Net premiums earned - currency unit |
| imed_nonint_inc_to_op_inc_ratio_fye_mid | double | Non-interest income/operating income |
| imed_op_lev_fye_mid | double | operating leverage |
| imed_op_margin_ratio_fye_mid | double | operating profit margin |
| imed_op_ratio_insur_fye_mid | double | operating ratio-insurance |
| imed_pb_fye_mid | double | Price-to-book ratio (mid-fiscal year) |
| imed_prov_doubtful_to_rec_ratio_fye_mid | double | Bad debt provision/accounts receivable |
| imed_quick_ratio_fye_mid | double | quick ratio |
| imed_foreclosed_assets_to_loans_ratio_fye_mid | double | Foreclosed real estate/total loan |
| imed_securities_to_earn_assets_ratio_fye_mid | double | securities/earning assets |
| imed_tax_complement_fye_mid | double | tax complement rate |
| imed_assets_to_equity_ratio_fye_mid | double | total assets/total equity |
| imed_debt_to_equity_ratio_fye_mid | double | Total debt/common equity |
| imed_rec_turnover_fye | double | Accounts receivable turnover ratio (fiscal year) |
| imed_asset_turnover_fye | double | Total asset turnover rate (fiscal year) |
| imed_net_trade_cycle_days_fye | double | Average net operating cycle (fiscal year) |
| imed_core_tier1_ratio_fye | double | Core tier 1 capital adequacy ratio (fiscal year) |
| imed_combined_ratio_insur_fye | double | Combined ratio-insurance (fiscal year) |
| imed_curr_ratio_fye | double | Current ratio (fiscal year) |
| imed_deposits_pct_chg_fye | double | Month-on-month change in deposits (fiscal year) |
| imed_gross_div_yield_fye | double | Dividend rate (gross profit - fiscal year) |
| imed_retention_ratio_fye | double | Earnings retention rate (fiscal year) |
| imed_ebitda_margin_ratio_fye | double | EBITDA margin (fiscal year) |
| imed_efficiency_ratio_fye | double | Efficiency ratio (fiscal year) |
| imed_expense_ratio_insur_fye | double | Expense ratio-insurance (fiscal year) |
| imed_fee_rev_ratio_fye | double | Fee income ratio (fiscal year) |
| imed_fa_turnover_fye | double | Fixed asset turnover rate (fiscal year) |
| imed_gross_margin_ratio_fye | double | Gross profit margin (fiscal year) |
| imed_net_income_margin_excl_exord_fye | double | Net profit margin on common shares (excluding extraordinary-fiscal year) |
| imed_tax_rate_ratio_fye | double | Income tax rate (fiscal year) |
| imed_insur_reserves_pct_chg_fye | double | Month-on-month change in insurance reserves (fiscal year) |
| imed_int_coverage_ratio_fye | double | Interest coverage ratio (fiscal year) |
| imed_inv_turnover_fye | double | Inventory turnover rate (fiscal year) |
| imed_inv_ratio_fye | double | investment ratio (fiscal year) |
| imed_net_loans_pct_chg_fye | double | Net loan sequential change (fiscal year) |
| imed_nonperf_loans_to_gross_loans_ratio_fye | double | Nonperforming loan ratio (fiscal year) |
| imed_loans_to_deposits_ratio_fye | double | loan-to-deposit ratio (fiscal year) |
| imed_loss_ratio_insur_fye | double | Loss ratio-insurance (fiscal year) |
| imed_lt_debt_to_tot_cap_ratio_fye | double | Long-term debt/total capital (fiscal year) |
| imed_cfo_abs_fye | double | Net operating cash flow (fiscal year) |
| imed_cfo_ccy_fye | str | Operating cash flow - monetary unit (fiscal year) |
| imed_net_debt_to_ebitda_fye | double | Net debt/EBITDA (fiscal year) |
| imed_nim_ratio_fye | double | Net interest margin (fiscal year) |
| imed_net_margin_ratio_fye | double | Net profit margin (fiscal year) |
| imed_net_premiums_earned_diff_fye | double | Net premiums earned (month-on-month change), industry median - most recent fiscal year |
| imed_net_premiums_earned_diff_ccy_fye | str | Net premiums earned (month-on-month change) - currency, industry median - most recent fiscal year |
| imed_nonint_inc_to_op_inc_ratio_fye | double | Noninterest income/operating income, industry median - most recent fiscal year |
| imed_op_lev_fye | double | Operating leverage, industry median - most recent fiscal year |
| imed_op_margin_ratio_fye | double | Operating margin (%), industry median - most recent fiscal year |
| imed_op_ratio_insur_fye | double | Operating ratio - Insurance (%), industry median - most recent fiscal year |
| imed_pretax_roa_ratio_fye | double | Pretax return on total assets (%), industry median - most recent fiscal year |
| imed_pretax_roe_ratio_fye | double | Pretax return on equity (%), industry median - most recent fiscal year |
| imed_pb_fye | double | Stock price / Net assets per share, industry median - most recent fiscal year |
| imed_pe_excl_exord_fye | double | Share price / diluted earnings per share (excluding extraordinary items), industry median - most recent fiscal year |
| imed_price_to_fcf_net_div_fye | double | Price / Free Cash Flow per Share (net of dividends), industry median - most recent fiscal year |
| imed_price_to_cfo_per_shr_fye | double | Price / cash flow from operations per share, industry median - most recent fiscal year |
| imed_price_to_rev_per_shr_fye | double | Price / Total earnings per share, industry median - most recent fiscal year |
| imed_prov_doubtful_to_rec_ratio_fye | double | Allowance for bad debts/net receivables (%), industry median - most recent fiscal year |
| imed_loan_loss_prov_to_loans_ratio_fye | double | Loan loss provision/total net loans (%), industry median - most recent fiscal year |
| imed_quick_ratio_fye | double | Quick ratio, industry median - most recent fiscal year |
| imed_foreclosed_assets_to_loans_ratio_fye | double | Foreclosed properties / Total loans (%), industry median - most recent fiscal year |
| imed_reinv_ratio_fye | double | Reinvestment rate (%), industry median - most recent fiscal year |
| imed_roe_avg_common_fye | double | Average return on common equity (%), industry median - most recent fiscal year |
| imed_roic_ratio_fye | double | Return on invested capital (%), industry median - most recent fiscal year |
| imed_sales_per_emp_fye | double | Sales per employee, industry median - most recent fiscal year |
| imed_sales_per_emp_ccy_fye | str | Sales per employee - monetary unit, industry median - most recent fiscal year |
| imed_securities_to_earn_assets_ratio_fye | double | Securities as a share of average earning assets (%), industry median - most recent fiscal year |
| imed_tax_complement_fye | double | Tax complement rate, industry median - most recent fiscal year |
| imed_assets_to_equity_ratio_fye | double | Total assets/total equity, industry median - most recent fiscal year |
| imed_debt_to_equity_ratio_fye | double | Total debt/common equity, industry median - most recent fiscal year |
| imed_wcap_to_rev_pct_chg_fye | double | Working capital as a percentage of total revenue (quarter-over-quarter change), industry median - most recent fiscal year |
| imed_rec_turnover_prev_fye | double | Accounts receivable turnover, industry median - last fiscal year |
| imed_asset_turnover_prev_fye | double | Total asset turnover, industry median - last fiscal year |
| imed_net_trade_cycle_days_prev_fye | double | Average net operating cycle (days), industry median - last fiscal year |
| imed_core_tier1_ratio_prev_fye | double | Core tier 1 capital adequacy ratio (%), industry median - last fiscal year |
| imed_combined_ratio_insur_prev_fye | double | Combined Ratio - Insurance (%), Industry Median - Last Fiscal Year |
| imed_curr_ratio_prev_fye | double | Current ratio, industry median - last fiscal year |
| imed_deposits_pct_chg_prev_fye | double | Total deposits (% change month-on-month), industry median - last fiscal year |
| imed_gross_div_yield_prev_fye | double | Dividend yield (common stock - gross margin - %), industry median - last fiscal year |
| imed_retention_ratio_prev_fye | double | Earnings retention ratio, industry median - last fiscal year |
| imed_ebitda_margin_ratio_prev_fye | double | EBITDA margin (%), industry median - last fiscal year |
| imed_efficiency_ratio_prev_fye | double | Efficiency ratio (%), industry median - last fiscal year |
| imed_expense_ratio_insur_prev_fye | double | Expense ratio - Insurance (%), industry median - last fiscal year |
| imed_fee_rev_ratio_prev_fye | double | Fee income proportion (%), industry median - last fiscal year |
| imed_fa_turnover_prev_fye | double | Fixed asset turnover, industry median - last fiscal year |
| imed_gross_margin_ratio_prev_fye | double | Gross margin (%), industry median - last fiscal year |
| imed_net_income_margin_excl_exord_prev_fye | double | Common equity distributable net profit margin (excluding extraordinary items, %), industry median - last fiscal year |
| imed_tax_rate_ratio_prev_fye | double | Income tax rate (%), industry median - last fiscal year |
| imed_insur_reserves_pct_chg_prev_fye | double | Total insurance reserves (% change sequentially), industry median - previous fiscal year |
| imed_int_coverage_ratio_prev_fye | double | Interest coverage ratio, industry median - last fiscal year |
| imed_inv_turnover_prev_fye | double | Inventory turnover, industry median - last fiscal year |
| imed_inv_ratio_prev_fye | double | Investment ratio (%), industry median - last fiscal year |
| imed_net_loans_pct_chg_prev_fye | double | Total net loans (% change sequentially), industry median - last fiscal year |
| imed_nonperf_loans_to_gross_loans_ratio_prev_fye | double | Nonperforming and impaired loans / total loans (%), industry median - last fiscal year |
| imed_loans_to_deposits_ratio_prev_fye | double | Loan-to-deposit ratio (end of period), industry median - previous fiscal year |
| imed_loss_ratio_insur_prev_fye | double | Loss Ratio - Insurance (%), Industry Median - Previous Fiscal Year |
| imed_lt_debt_to_tot_cap_ratio_prev_fye | double | Long-term debt to total capital (%), industry median - last fiscal year |
| imed_cfo_abs_prev_fye | double | Net cash flow from operating activities, industry median - last fiscal year |
| imed_cfo_ccy_prev_fye | str | Net cash flow from operating activities - currency, industry median - last fiscal year |
| imed_net_debt_to_ebitda_prev_fye | double | Net debt/EBITDA, industry median - last fiscal year |
| imed_nim_ratio_prev_fye | double | Net interest margin (%), industry median - last fiscal year |
| imed_net_margin_ratio_prev_fye | double | Net margin (%), industry median - last fiscal year |
| imed_net_premiums_earned_diff_prev_fye | double | Net premiums earned (qoq change), industry median - last fiscal year |
| imed_net_premiums_earned_diff_ccy_prev_fye | str | Net premiums earned (month-on-month change) - currency unit, industry median - previous fiscal year |
| imed_nonint_inc_to_op_inc_ratio_prev_fye | double | Noninterest income/operating income, industry median - last fiscal year |
| imed_op_lev_prev_fye | double | Operating leverage, industry median - last fiscal year |
| imed_op_margin_ratio_prev_fye | double | Operating margin (%), industry median - last fiscal year |
| imed_op_ratio_insur_prev_fye | double | Operating ratio - Insurance (%), industry median - last fiscal year |
| imed_pretax_roa_ratio_prev_fye | double | Pre-tax return on assets (%), industry median - last fiscal year |
| imed_pretax_roe_ratio_prev_fye | double | ROE before tax (%), industry median - last fiscal year |
| imed_pb_prev_fye | double | Share price / Net assets per share, industry median - last fiscal year |
| imed_pe_excl_exord_prev_fye | double | Share price / diluted earnings per share (excluding extraordinary items), industry median - last fiscal year |
| imed_price_to_fcf_net_div_prev_fye | double | Price / Free Cash Flow per Share (net of dividends), industry median - last fiscal year |
| imed_price_to_cfo_per_shr_prev_fye | double | Price / cash flow from operating activities per share, industry median - last fiscal year |
| imed_price_to_rev_per_shr_prev_fye | double | Price / Total earnings per share, industry median - last fiscal year |
| imed_prov_doubtful_to_rec_ratio_prev_fye | double | Allowance for bad debts/net receivables (%), industry median - last fiscal year |
| imed_loan_loss_prov_to_loans_ratio_prev_fye | double | Loan loss provisions/total net loans (%), industry median - last fiscal year |
| imed_quick_ratio_prev_fye | double | Quick ratio, industry median - last fiscal year |
| imed_foreclosed_assets_to_loans_ratio_prev_fye | double | Foreclosed properties / Total loans (%), industry median - last fiscal year |
| imed_reinv_ratio_prev_fye | double | Reinvestment rate (%), industry median - last fiscal year |
| imed_roe_avg_common_prev_fye | double | Average return on common equity (%), industry median - last fiscal year |
| imed_roic_ratio_prev_fye | double | Return on invested capital (%), industry median - last fiscal year |
| imed_sales_per_emp_prev_fye | double | Sales per employee, industry median - last fiscal year |
| imed_sales_per_emp_ccy_prev_fye | str | Sales per employee - monetary unit, industry median - last fiscal year |
| imed_securities_to_earn_assets_ratio_prev_fye | double | Securities to average earning assets (%), industry median - last fiscal year |
| imed_tax_complement_prev_fye | double | Tax complement rate, industry median - last fiscal year |
| imed_assets_to_equity_ratio_prev_fye | double | Total assets/total equity, industry median - last fiscal year |
| imed_debt_to_equity_ratio_prev_fye | double | Total debt/common equity, industry median - last fiscal year |
| imed_wcap_to_rev_pct_chg_prev_fye | double | Working capital as a percentage of total revenue (qoq change), industry median - last fiscal year |
| imed_dps_yield_cur_fye | double | Dividend per share yield (%), industry median - current fiscal year |
| imed_fwd_ev_to_ebit_cur_fye | double | Forward enterprise value/EBIT, industry median - current fiscal year |
| imed_fwd_ev_to_ebitda_cur_fye | double | Forward enterprise value/EBITDA, industry median - current fiscal year |
| imed_fwd_ev_to_cfo_cur_fye | double | Forward enterprise value/operating cash flow, industry median - current fiscal year |
| imed_fwd_ev_to_sales_cur_fye | double | Forward enterprise value/sales, industry median - current fiscal year |
| imed_fwd_net_debt_to_ebitda_cur_fye | double | Forward net debt/EBITDA, industry median - current fiscal year |
| imed_fwd_pe_cur_fye | double | Forward price-to-earnings (P/E) ratio, industry median - current fiscal year |
| imed_fwd_peg_cur_fye | double | Forward P/E relative to earnings growth (P/E/G), industry median - current fiscal year |
| imed_fwd_pb_cur_fye | double | Forward share price / net assets per share, industry median - current fiscal year |
| imed_fwd_pcfo_cur_fye | double | Forward price/cash flow per share, industry median - current fiscal year |
| imed_fwd_ps_cur_fye | double | Forward stock price/sales per share, industry median - current fiscal year |
| imed_fwd_total_debt_to_ebitda_cur_fye | double | Forward total debt/EBITDA, industry median - current fiscal year |
| imed_dps_yield_ntm | double | Dividend per share yield (%), industry median - next twelve months |
| imed_fwd_ev_to_ebit_ntm | double | Forward Enterprise Value/EBIT, Industry Median - Next Twelve Months |
| imed_fwd_ev_to_ebitda_ntm | double | Forward Enterprise Value/EBITDA, Industry Median - Next Twelve Months |
| imed_fwd_ev_to_cfo_ntm | double | Forward Enterprise Value/Operating Cash Flow, Industry Median - Next Twelve Months |
| imed_fwd_ev_to_sales_ntm | double | Forward Enterprise Value/Sales, Industry Median - Next Twelve Months |
| imed_fwd_net_debt_to_ebitda_ntm | double | Forward net debt/EBITDA, industry median - next twelve months |
| imed_fwd_pe_ntm | double | Forward price-to-earnings (P/E) ratio, industry median - next twelve months |
| imed_fwd_peg_ntm | double | Forward P/E/G, industry median - next twelve months |
| imed_fwd_pcfo_ntm | double | Forward price/cash flow per share, industry median - next twelve months |
| imed_fwd_ps_ntm | double | Forward share price/sales per share, industry median - next twelve months |
| imed_fwd_total_debt_to_ebitda_ntm | double | Forward-looking total debt/EBITDA, industry median - next twelve months |
Usage examples
Obtain the latest median statistical data of some industries for all Hong Kong stock companies
import tqx_data
result = tqx_data.get_company_imed(
market='hk',
symbol=[""],
fields=["imed_net_trade_cycle_days_ttm","imed_pretax_roa_ratio_ttm"]
)
print(result)
symbol date imed_net_trade_cycle_days_ttm imed_pretax_roa_ratio_ttm
0 0002.HK 20240920 46.081797 NaN
1 0002.HK 20260331 NaN NaN
2 0002.HK 20260421 NaN 1.716472
3 0018.HK 20240920 23.065888 NaN
4 0018.HK 20260421 NaN 4.118784
.. ... ... ... ...
531 9938.HK 20260421 NaN 5.000255
532 9977.HK 20240920 67.514588 NaN
533 9977.HK 20260421 NaN 4.453275
534 9991.HK 20240920 35.499386 NaN
535 9991.HK 20260421 NaN 5.831199
Obtain the company’s latest price and volume indicator data
Method name: get_company_price_vol
Enter parameters
| Field | Type | Description | Is it required |
|---|---|---|---|
| symbol | Optional[Union[str, List[str]]] | Stock code | Optional |
| fields | Optional[Union[str, List[str]]] | Return fields | Optional |
| market | str | Market, supports hk, us, default is hk | required |
Response parameters
| Field | Type | Description |
|---|---|---|
| symbol | str | stock code |
| pv_beta_5y | double | 5-year beta (share price movement relative to the market) |
| pv_return_mtd | double | Month-to-date increase or decrease (%) |
| pv_market_cap | double | market capitalization (numeric value) |
| pv_market_cap_currency | str | Market capitalization (currency unit) |
| pv_market_cap_date | str | Market capitalization (calculation date) |
| pv_high_52w | double | 52-week high price |
| pv_high_52w_date | str | 52-week high price occurrence date |
| pv_low_52w | double | 52-week low price |
| pv_low_52w_date | str | 52-week low price occurrence date |
| pv_rel_return_4w | double | 4-week increase or decrease relative to the benchmark (%) |
| pv_return_13w | double | 13-week increase or decrease (%) |
| pv_rel_return_13w | double | Relative to the benchmark 13-week increase or decrease (%) |
| pv_return_1d | double | 1-day increase or decrease (%) |
| pv_return_26w | double | 26-week increase or decrease (%) |
| pv_rel_return_26w | double | Relative to the benchmark 26-week increase or decrease (%) |
| pv_return_52w | double | 52-week increase or decrease (%) |
| pv_rel_return_52w | double | Relative to the benchmark 52-week increase or decrease (%) |
| pv_return_5d | double | 5-day increase or decrease (%) |
| pv_return_ytd | double | Year-to-date increase or decrease (%) |
| pv_rel_return_ytd | double | Year-to-date increase or decrease relative to the benchmark (%) |
| pv_avg_vol_10d | double | 10-day average trading volume |
| pv_avg_monthly_vol_13w | double | 13-week average monthly volume |
| pv_close | double | latest closing price |
| pv_close_date | str | latest closing price date |
| pv_close_currency | str | Closing price currency unit |
| pv_avg_vol_90d | double | 90-day average trading volume |
| pv_avg_val_3m | double | 3-month average daily transaction amount |
Usage examples
Obtain the shareholder shareholding report of a certain Hong Kong stock company within a certain period of time
import tqx_data
result = tqx_data.get_company_price_vol(
market='hk',
symbol=[""],
fields=["pv_beta_5y","pv_rel_return_26w"]
)
print(result)
symbol pv_beta_5y pv_rel_return_26w
0 0001.HK 0.592207 25.364034
1 0002.HK 0.244215 12.544505
2 0003.HK 0.434090 -0.222832
3 0004.HK 0.451330 11.580112
4 0005.HK 1.355217 23.942310
... ... ... ...
2850 9995.HK 1.052884 21.851235
2851 9996.HK 1.294652 14.637149
2852 9997.HK 0.681334 12.775834
2853 9998.HK 0.748572 -16.618340
2854 9999.HK 0.883445 -23.775904