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现金流波动率因子
现金流波动率高的公司经营不确定性大,但市场未能充分反映此风险,导致高波动率股票被高估。因此,多空策略中,做多低现金流波动率股票(风险低,被低估),做空高波动率股票(风险高,被高估),可获取稳定收益。
核心指标为过去3年经营现金流标准差,需进行行业中性化处理;使用滚动12个月平均处理缺失值;引入自由现金流和经营利润率作为辅助验证变量。
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===================== !!! 重点(输出方式) !!! =====================
现在,请严格遵守以上所有规则,开始生成可立即在WebSim中运行的复合因子表达式。
不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
**输出格式**(一行一个表达式, 每个表达式中间需要添加一个空行, 只要表达式本身, 不需要赋值, 不要解释, 不需要序号, 也不要输出多余的东西):
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以下是我的账号有权限使用的操作符, 请严格按照操作符, 以及我提供的数据集, 进行生成,组合 30 个 alpha:
不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
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以下是我的账号有权限使用的操作符, 请严格按照操作符, 进行生成,组合因子
========================= 操作符开始 =======================================
注意: Operator: 后面的是操作符(是可以使用的),
Description: 此字段后面的是操作符对应的描述或使用说明(禁止使用, 仅供参考), Description字段后面的内容是使用说明, 不是操作符
特别注意!!!! 必须按照操作符字段Operator的使用说明生成 alphaOperator: abs(x)
Description: Absolute value of x
Operator: add(x, y, filter = false)
Description: Add all inputs (at least 2 inputs required). If filter = true, filter all input NaN to 0 before adding
Operator: densify(x)
Description: Converts a grouping field of many buckets into lesser number of only available buckets so as to make working with grouping fields computationally efficient
Operator: divide(x, y)
Description: x / y
Operator: inverse(x)
Description: 1 / x
Operator: log(x)
Description: Natural logarithm. For example: Log(high/low) uses natural logarithm of high/low ratio as stock weights.
Operator: max(x, y, ..)
Description: Maximum value of all inputs. At least 2 inputs are required
Operator: min(x, y ..)
Description: Minimum value of all inputs. At least 2 inputs are required
Operator: multiply(x ,y, ... , filter=false)
Description: Multiply all inputs. At least 2 inputs are required. Filter sets the NaN values to 1
Operator: power(x, y)
Description: x ^ y
Operator: reverse(x)
Description: - x
Operator: sign(x)
Description: if input > 0, return 1; if input < 0, return -1; if input = 0, return 0; if input = NaN, return NaN;
Operator: signed_power(x, y)
Description: x raised to the power of y such that final result preserves sign of x
Operator: sqrt(x)
Description: Square root of x
Operator: subtract(x, y, filter=false)
Description: x-y. If filter = true, filter all input NaN to 0 before subtracting
Operator: and(input1, input2)
Description: Logical AND operator, returns true if both operands are true and returns false otherwise
Operator: if_else(input1, input2, input 3)
Description: If input1 is true then return input2 else return input3.
Operator: input1 < input2
Description: If input1 < input2 return true, else return false
Operator: input1 <= input2
Description: Returns true if input1 <= input2, return false otherwise
Operator: input1 == input2
Description: Returns true if both inputs are same and returns false otherwise
Operator: input1 > input2
Description: Logic comparison operators to compares two inputs
Operator: input1 >= input2
Description: Returns true if input1 >= input2, return false otherwise
Operator: input1!= input2
Description: Returns true if both inputs are NOT the same and returns false otherwise
Operator: is_nan(input)
Description: If (input == NaN) return 1 else return 0
Operator: not(x)
Description: Returns the logical negation of x. If x is true (1), it returns false (0), and if input is false (0), it returns true (1).
Operator: or(input1, input2)
Description: Logical OR operator returns true if either or both inputs are true and returns false otherwise
Operator: days_from_last_change(x)
Description: Amount of days since last change of x
Operator: hump(x, hump = 0.01)
Description: Limits amount and magnitude of changes in input (thus reducing turnover)
Operator: kth_element(x, d, k)
Description: Returns K-th value of input by looking through lookback days. This operator can be used to backfill missing data if k=1
Operator: last_diff_value(x, d)
Description: Returns last x value not equal to current x value from last d days
Operator: ts_arg_max(x, d)
Description: Returns the relative index of the max value in the time series for the past d days. If the current day has the max value for the past d days, it returns 0. If previous day has the max value for the past d days, it returns 1
Operator: ts_arg_min(x, d)
Description: Returns the relative index of the min value in the time series for the past d days; If the current day has the min value for the past d days, it returns 0; If previous day has the min value for the past d days, it returns 1.
Operator: ts_av_diff(x, d)
Description: Returns x - tsmean(x, d), but deals with NaNs carefully. That is NaNs are ignored during mean computation
Operator: ts_backfill(x,lookback = d, k=1, ignore="NAN")
Description: Backfill is the process of replacing the NAN or 0 values by a meaningful value (i.e., a first non-NaN value)
Operator: ts_corr(x, y, d)
Description: Returns correlation of x and y for the past d days
Operator: ts_count_nans(x ,d)
Description: Returns the number of NaN values in x for the past d days
Operator: ts_covariance(y, x, d)
Description: Returns covariance of y and x for the past d days
Operator: ts_decay_linear(x, d, dense = false)
Description: Returns the linear decay on x for the past d days. Dense parameter=false means operator works in sparse mode and we treat NaN as 0. In dense mode we do not.
Operator: ts_delay(x, d)
Description: Returns x value d days ago
Operator: ts_delta(x, d)
Description: Returns x - ts_delay(x, d)
Operator: ts_mean(x, d)
Description: Returns average value of x for the past d days.
Operator: ts_product(x, d)
Description: Returns product of x for the past d days
Operator: ts_quantile(x,d, driver="gaussian" )
Description: It calculates ts_rank and apply to its value an inverse cumulative density function from driver distribution. Possible values of driver (optional ) are "gaussian", "uniform", "cauchy" distribution where "gaussian" is the default.
Operator: ts_rank(x, d, constant = 0)
Description: Rank the values of x for each instrument over the past d days, then return the rank of the current value + constant. If not specified, by default, constant = 0.
Operator: ts_regression(y, x, d, lag = 0, rettype = 0)
Description: Returns various parameters related to regression function
Operator: ts_scale(x, d, constant = 0)
Description: Returns (x - ts_min(x, d)) / (ts_max(x, d) - ts_min(x, d)) + constant. This operator is similar to scale down operator but acts in time series space
Operator: ts_std_dev(x, d)
Description: Returns standard deviation of x for the past d days
Operator: ts_step(1)
Description: Returns days' counter
Operator: ts_sum(x, d)
Description: Sum values of x for the past d days.
Operator: ts_zscore(x, d)
Description: Z-score is a numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean: (x - tsmean(x,d)) / tsstddev(x,d). This operator may help reduce outliers and drawdown.
Operator: normalize(x, useStd = false, limit = 0.0)
Description: Calculates the mean value of all valid alpha values for a certain date, then subtracts that mean from each element
Operator: quantile(x, driver = gaussian, sigma = 1.0)
Description: Rank the raw vector, shift the ranked Alpha vector, apply distribution (gaussian, cauchy, uniform). If driver is uniform, it simply subtract each Alpha value with the mean of all Alpha values in the Alpha vector
Operator: rank(x, rate=2)
Description: Ranks the input among all the instruments and returns an equally distributed number between 0.0 and 1.0. For precise sort, use the rate as 0
Operator: scale(x, scale=1, longscale=1, shortscale=1)
Description: Scales input to booksize. We can also scale the long positions and short positions to separate scales by mentioning additional parameters to the operator
Operator: winsorize(x, std=4)
Description: Winsorizes x to make sure that all values in x are between the lower and upper limits, which are specified as multiple of std.
Operator: zscore(x)
Description: Z-score is a numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean
Operator: vec_avg(x)
Description: Taking mean of the vector field x
Operator: vec_sum(x)
Description: Sum of vector field x
Operator: bucket(rank(x), range="0, 1, 0.1" or buckets = "2,5,6,7,10")
Description: Convert float values into indexes for user-specified buckets. Bucket is useful for creating group values, which can be passed to GROUP as input
Operator: trade_when(x, y, z)
Description: Used in order to change Alpha values only under a specified condition and to hold Alpha values in other cases. It also allows to close Alpha positions (assign NaN values) under a specified condition
Operator: group_backfill(x, group, d, std = 4.0)
Description: If a certain value for a certain date and instrument is NaN, from the set of same group instruments, calculate winsorized mean of all non-NaN values over last d days
Operator: group_mean(x, weight, group)
Description: All elements in group equals to the mean
Operator: group_neutralize(x, group)
Description: Neutralizes Alpha against groups. These groups can be subindustry, industry, sector, country or a constant
Operator: group_rank(x, group)
Description: Each elements in a group is assigned the corresponding rank in this group
Operator: group_scale(x, group)
Description: Normalizes the values in a group to be between 0 and 1. (x - groupmin) / (groupmax - groupmin)
Operator: group_zscore(x, group)
Description: Calculates group Z-score - numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean. zscore = (data - mean) / stddev of x for each instrument within its group.
========================= 操作符结束 =======================================
========================= 数据字段开始 =======================================
注意: data_set_name: 后面的是数据字段(可以使用), description: 此字段后面的是数据字段对应的描述或使用说明(不能使用)
{'id': 322113, 'data_set_name': '可以使用:pv87_interest_expense_standard_deviation', 'description': '不可使用,仅供参考:Interest Expense - Standard Deviation'}
{'id': 86688, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_a_cf_net_chng_cash', 'description': '不可使用,仅供参考:Net Changes in Cash'}
{'id': 321186, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_cash_flow_share_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 5540, 'data_set_name': '可以使用:free_cash_flow_per_share', 'description': '不可使用,仅供参考:Free cash flow per share - actual financial value for the annual period'}
{'id': 85718, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_net_cash_paid_for_aquis', 'description': '不可使用,仅供参考:Net Cash Paid for Acquisitions'}
{'id': 84290, 'data_set_name': '可以使用:cash', 'description': '不可使用,仅供参考:Cash'}
{'id': 86796, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_free_cash_flow_per_sh', 'description': "不可使用,仅供参考:Measure of a company's financial flexibility that is determined by dividing free cash flow by the weighted number of shares outstanding"}
{'id': 322949, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple7d_sent_deviation', 'description': '不可使用,仅供参考:deviation of Sentiment'}
{'id': 87540, 'data_set_name': '可以使用:fnd90_qes_gamef_cashflow_var', 'description': '不可使用,仅供参考:Cash Flow Variability'}
{'id': 86119, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_trail_12m_free_cash_flow_per_sh', 'description': '不可使用,仅供参考:Calculated by adding Free Cash Flow per Share for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 320856, 'data_set_name': '可以使用:pv87_ann_matrix_cash_flow_share_estimate_number', 'description': '不可使用,仅供参考:Number of analysts of Cash Flow / Share Estimate'}
{'id': 84103, 'data_set_name': '可以使用:quarterly_operating_cost_excl_specials_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Operating Expense Extraordinary Items'}
{'id': 323093, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_sent_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment'}
{'id': 83260, 'data_set_name': '可以使用:fnd3_Aacctadj_cash', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Cash & Cash Equivalents'}
{'id': 320440, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Operating Profit'}
{'id': 5573, 'data_set_name': '可以使用:max_free_cashflow_guidance', 'description': '不可使用,仅供参考:The maximum guidance value for Free Cash Flow.'}
{'id': 85685, 'data_set_name': '可以使用:fnd72_pit_or_cf_a_cf_net_chng_cash', 'description': '不可使用,仅供参考:Net Changes in Cash'}
{'id': 324814, 'data_set_name': '可以使用:pv87_target_price_standard_deviation', 'description': '不可使用,仅供参考:Target Price - Standard Deviation'}
{'id': 322024, 'data_set_name': '可以使用:pv87_gross_margin_consensus_median_scale', 'description': '不可使用,仅供参考:Scale of Gross Margin Consensus Median (%)'}
{'id': 323337, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple14d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment Standard deviation'}
{'id': 6220, 'data_set_name': '可以使用:anl44_operatingprofit_best_eeps_nxt_yr', 'description': '不可使用,仅供参考:operatingprofit best eeps nxt yr'}
{'id': 321115, 'data_set_name': '可以使用:pv87_cfononcashcompensation_mean', 'description': '不可使用,仅供参考:CFO non-cash compensation'}
{'id': 320465, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 321814, 'data_set_name': '可以使用:pv87_eps_lt_growth_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of EPS LT Growth - Standard Deviation (%)'}
{'id': 85512, 'data_set_name': '可以使用:fnd72_cr_q_accounting_standard', 'description': "不可使用,仅供参考:Returns the Accounting standard used by the company's most recent filing"}
{'id': 323361, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple14d_sent_mean_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment Average'}
{'id': 83131, 'data_set_name': '可以使用:annual_financing_cashflow_amount', 'description': '不可使用,仅供参考:Net cash flow from financing activities for the year.'}
{'id': 320434, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320433, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320485, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_low', 'description': '不可使用,仅供参考:lowest value of all analysts estimates of Operating Profit'}
{'id': 322841, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple28d_ew_sent_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment'}
{'id': 83497, 'data_set_name': '可以使用:fnd3_a_eff_excratecash_fast_d1', 'description': '不可使用,仅供参考:Annual Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 322772, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple14d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment Average'}
{'id': 320937, 'data_set_name': '可以使用:pv87_ann_matrix_gross_margin_estimate_scale', 'description': '不可使用,仅供参考:Scale of Gross Margin Estimate (%)'}
{'id': 320155, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 80769, 'data_set_name': '可以使用:short_term_cash_market_securities', 'description': '不可使用,仅供参考:Short-term cash and marketable securities held.'}
{'id': 321352, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 83132, 'data_set_name': '可以使用:annual_financing_cashflow_amount_fast_d1', 'description': '不可使用,仅供参考:Net cash flow from financing activities for the year.'}
{'id': 6398, 'data_set_name': '可以使用:anl44_second_en_grossmargin_coveredby', 'description': '不可使用,仅供参考:grossmargin coveredby'}
{'id': 322976, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple7d_sent_z_deviation', 'description': '不可使用,仅供参考:deviation of Sentiment'}
{'id': 86755, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cash_flow_to_tot_liab', 'description': '不可使用,仅供参考:Cashflow to total liabilities'}
{'id': 83189, 'data_set_name': '可以使用:fnd3_A_cash', 'description': '不可使用,仅供参考:Annual Cash & Cash Equivalents'}
{'id': 84101, 'data_set_name': '可以使用:quarterly_operating_cashflow_amount_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Operating Cash Flow'}
{'id': 320178, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 79013, 'data_set_name': '可以使用:fn_effect_of_exchange_rate_on_cash_and_equiv_a', 'description': '不可使用,仅供参考:Amount of increase (decrease) from the effect of exchange rate changes on cash and cash equivalent balances held in foreign currencies.'}
{'id': 324333, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 323574, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment'}
{'id': 86429, 'data_set_name': '可以使用:fnd72_q2_trail_12m_gross_margin', 'description': '不可使用,仅供参考:Calculated from Trailing 12M Net Sales minus Trailing 12M Cost of Goods Sold and divided by Trailing 12M Net Sales'}
{'id': 86668, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_a_cf_cash_from_fnc_act', 'description': '不可使用,仅供参考:Cash from Financing Activities'}
{'id': 79249, 'data_set_name': '可以使用:accounts_cash_and_equivalents', 'description': '不可使用,仅供参考:Total value of cash and cash equivalents at the end of the period.'}
{'id': 324330, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Cash Flow / Share Consensus Mean'}
{'id': 319313, 'data_set_name': '可以使用:pv64_dif_stal_fund_asset_alloc_cash_other', 'description': '不可使用,仅供参考:Percentage of investments excluding government, municipal, corporate, equity, mortgage, and preferred securities the fund is invested in.'}
{'id': 320474, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Operating Profit'}
{'id': 321711, 'data_set_name': '可以使用:pv87_ebt_excl_excep_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of EBT (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 5659, 'data_set_name': '可以使用:operating_profit_before_depr_amort', 'description': '不可使用,仅供参考:EBITDA value - Annual'}
{'id': 320167, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85962, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_cash_ratio', 'description': "不可使用,仅供参考:Ratio which indicates a company's liquidity"}
{'id': 6252, 'data_set_name': '可以使用:anl44_orig_en_grossmargin_coveredby', 'description': '不可使用,仅供参考:orig en grossmargin coveredby'}
{'id': 86720, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_q_cf_net_cash_paid_for_aquis', 'description': '不可使用,仅供参考:Net Cash Paid for Acquisitions'}
{'id': 323096, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 324455, 'data_set_name': '可以使用:pv87_qtr_matrix_gross_margin_estimate_low', 'description': '不可使用,仅供参考:Low of Gross Margin Estimate (%)'}
{'id': 321746, 'data_set_name': '可以使用:pv87_ebt_normalized_standard_deviation', 'description': '不可使用,仅供参考:EBT Normalized - Standard Deviation'}
{'id': 86693, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_a_cf_other_non_cash_adjust', 'description': '不可使用,仅供参考:Other Non-Cash Adjustments'}
{'id': 322721, 'data_set_name': '可以使用:pv87_net_income_normalized_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Net Income Normalized - Standard Deviation'}
{'id': 86250, 'data_set_name': '可以使用:fnd72_pit_or_is_q_is_tot_cash_com_dvd', 'description': '不可使用,仅供参考:Dividends paid to common shareholders from the profits of the company'}
{'id': 83882, 'data_set_name': '可以使用:fnd3_qacctadj_cash', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Cash & Cash Equivalents'}
{'id': 323481, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:Deviation of Sentiment Standard deviation'}
{'id': 321764, 'data_set_name': '可以使用:pv87_effective_tax_rate_standard_deviation', 'description': '不可使用,仅供参考:Effective Tax Rate - Standard Deviation (%)'}
{'id': 322685, 'data_set_name': '可以使用:pv87_net_income_excl_excep_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of Net Income (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 323721, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_sent_mean_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 321100, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_mean_scale', 'description': '不可使用,仅供参考:Scale of Cash From Operations Consensus Mean'}
{'id': 6401, 'data_set_name': '可以使用:anl44_second_en_grossmargin_prevalue', 'description': '不可使用,仅供参考:grossmargin prevalue'}
{'id': 322856, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple28d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment Standard deviation'}
{'id': 86410, 'data_set_name': '可以使用:fnd72_q2_tot_cash_pfd_dvd_to_net_sales', 'description': '不可使用,仅供参考:Total cash preferred dividends as a percentage of net sales'}
{'id': 6227, 'data_set_name': '可以使用:anl44_operatingprofit_value', 'description': '不可使用,仅供参考:Operating profit D0 value'}
{'id': 84010, 'data_set_name': '可以使用:operating_lease_obligation_total', 'description': "不可使用,仅供参考:Quarterly Accountance Adjustment value of lessee's discounted obligation for lease payments from operating lease"}
{'id': 324326, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numanalysts', 'description': '不可使用,仅供参考:Number of analysts of Cash Flow / Share Consensus Mean'}
{'id': 320448, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_high', 'description': '不可使用,仅供参考:highest value of all analysts estimates of Operating Profit'}
{'id': 324582, 'data_set_name': '可以使用:pv87_return_on_assets_standard_deviation', 'description': '不可使用,仅供参考:Return on Assets - Standard Deviation (%)'}
{'id': 85887, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_px_to_cash_flow', 'description': "不可使用,仅供参考:The price/cash flow ratio is the ratio of a stock's price divided by the cash flow per share"}
{'id': 320938, 'data_set_name': '可以使用:pv87_ann_matrix_gross_margin_estimate_std', 'description': '不可使用,仅供参考:Standard deviation of Gross Margin Estimate (%)'}
{'id': 320476, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Operating Profit'}
{'id': 321676, 'data_set_name': '可以使用:pv87_ebit_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of EBIT - Standard Deviation'}
{'id': 88097, 'data_set_name': '可以使用:oth401_qes_gamef_cashflow_var', 'description': '不可使用,仅供参考:Cash Flow Variability'}
{'id': 86004, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_free_cash_flow_per_sh', 'description': "不可使用,仅供参考:Measure of a company's financial flexibility that is determined by dividing free cash flow by the weighted number of shares outstanding"}
{'id': 321829, 'data_set_name': '可以使用:pv87_eps_normalized_standard_deviation', 'description': '不可使用,仅供参考:EPS Normalized - Standard Deviation'}
{'id': 84294, 'data_set_name': '可以使用:cashflow_fin', 'description': '不可使用,仅供参考:Financing Activities - Net Cash Flow'}
{'id': 321101, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_median', 'description': '不可使用,仅供参考:Cash From Operations Consensus Median'}
{'id': 322737, 'data_set_name': '可以使用:pv87_num_of_analysts_below_average_price_volatility_in_consensus', 'description': '不可使用,仅供参考:# of Analysts Below Average Price Volatility - (In-Consensus)'}
{'id': 323168, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_mean_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 6946, 'data_set_name': '可以使用:anl49_operatingmarginindicator', 'description': '不可使用,仅供参考:Operating margin indicator'}
{'id': 320165, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 84292, 'data_set_name': '可以使用:cashflow', 'description': '不可使用,仅供参考:Cashflow (Annual)'}
{'id': 322724, 'data_set_name': '可以使用:pv87_net_margin_mean', 'description': '不可使用,仅供参考:Net income margin'}
{'id': 7020, 'data_set_name': '可以使用:anl49_vector_operatingmargin', 'description': '不可使用,仅供参考:Operating profit before deducting interest expense expressed as a percentage of gross income.'}
{'id': 323661, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 6809, 'data_set_name': '可以使用:anl49_backfill_cashflowpershare', 'description': '不可使用,仅供参考:Cash flow less preferred dividends (if any) divided by common shares outstanding at year end.'}
{'id': 322769, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple14d_ew_sent_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment'}
{'id': 7471, 'data_set_name': '可以使用:anl69_eqy_free_float_pct', 'description': '不可使用,仅供参考:Free Float Percent'}
{'id': 321099, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_mean', 'description': '不可使用,仅供参考:Cash From Operations Consensus Mean'}
{'id': 320925, 'data_set_name': '可以使用:pv87_ann_matrix_free_cash_flow_estimate_high', 'description': '不可使用,仅供参考:High of Free Cash Flow Estimate'}
{'id': 6420, 'data_set_name': '可以使用:anl44_second_en_operatingprofit_prevalue', 'description': '不可使用,仅供参考:operatingprofit prevalue'}
{'id': 323036, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_std_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 6513, 'data_set_name': '可以使用:latest_annual_value_update_cash_flow_per_share_second', 'description': '不可使用,仅供参考:Date or timestamp when the annual cash flow per share value was last updated in the second version module.'}
{'id': 5824, 'data_set_name': '可以使用:anl44_2_operatingprofit_lastactvalue', 'description': '不可使用,仅供参考:operatingprofit lastactvalue'}
{'id': 323445, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple28d_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment Standard deviation'}
{'id': 320457, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 321351, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 85922, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_trail_12m_cash_from_oper', 'description': '不可使用,仅供参考:Calculated by adding Cash From Operations from the statement of cash flows for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 86029, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_inv_to_cash_days', 'description': '不可使用,仅供参考:Ratio is used to measure the length of time that a company uses to sell inventory, collect receivables into cash'}
{'id': 321087, 'data_set_name': '可以使用:pv87_cash_flow_share_estimate_2_yr_annual_growth', 'description': '不可使用,仅供参考:Cash Flow / Share Estimate - 2 Yr Annual Growth %'}
{'id': 321075, 'data_set_name': '可以使用:pv87_capital_expenditure_standard_deviation', 'description': '不可使用,仅供参考:Capital Expenditure - Standard Deviation'}
{'id': 322734, 'data_set_name': '可以使用:pv87_num_of_analysts_above_average_price_volatility_in_consensus_scale', 'description': '不可使用,仅供参考:Scale of # of Analysts Above Average Price Volatility - (In-Consensus)'}
{'id': 80534, 'data_set_name': '可以使用:free_cash_flow_firm', 'description': '不可使用,仅供参考:Free cash flow available to all capital providers of the firm.'}
{'id': 320143, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5069, 'data_set_name': '可以使用:actual_cashflow_per_share_value_quarterly', 'description': '不可使用,仅供参考:Cash Flow Per Share - actual value for the quarter'}
{'id': 321192, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_cash_flow_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 86798, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_free_cash_flow_yield', 'description': '不可使用,仅供参考:Calculates the return expected per share'}
{'id': 321980, 'data_set_name': '可以使用:pv87_free_cash_flow_standard_deviation', 'description': '不可使用,仅供参考:Free Cash Flow - Standard Deviation'}
{'id': 323975, 'data_set_name': '可以使用:pv87_price_volatility_estimate_number', 'description': '不可使用,仅供参考:Number of analysts of Price Volatility Estimate'}
{'id': 6503, 'data_set_name': '可以使用:latest_annual_currency_update_cash_flow_per_share_second', 'description': "不可使用,仅供参考:Date or timestamp when the annual cash flow per share value's currency was last updated in the second version module."}
{'id': 5463, 'data_set_name': '可以使用:cash_flow_operations_min_guidance', 'description': '不可使用,仅供参考:Minimum guidance value for Cash Flow from Operations on an annual basis.'}
{'id': 321781, 'data_set_name': '可以使用:pv87_eps_excl_excep_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of EPS (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 6216, 'data_set_name': '可以使用:anl44_operatingprofit_best_cur_fiscal_qtr_period', 'description': '不可使用,仅供参考:operatingprofit best cur fiscal qtr period'}
{'id': 85485, 'data_set_name': '可以使用:fnd72_a2_trail_12m_oper_margin', 'description': '不可使用,仅供参考:Calculated from Trailing 12M Operating Income divided by Trailing 12M Net Sales and multiply the number by 100'}
{'id': 6518, 'data_set_name': '可以使用:latest_quarterly_annual_update_cash_flow_per_share', 'description': '不可使用,仅供参考:Date or timestamp when the quarterly cash flow per share value for the annual period was last updated.'}
{'id': 323060, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 84105, 'data_set_name': '可以使用:quarterly_operating_profit_amount_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Operating Income'}
{'id': 321090, 'data_set_name': '可以使用:pv87_cash_flow_share_of_estimates_scale', 'description': '不可使用,仅供参考:Scale of Cash Flow / Share - # of Estimates'}
{'id': 322671, 'data_set_name': '可以使用:pv87_net_asset_value_share_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Net Asset Value / Share - Standard Deviation'}
{'id': 321705, 'data_set_name': '可以使用:pv87_ebitda_standard_deviation', 'description': '不可使用,仅供参考:EBITDA - Standard Deviation'}
{'id': 323613, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 6731, 'data_set_name': '可以使用:anl49_35estd35yrgrowthratecashflowpershare', 'description': '不可使用,仅供参考:The annual compounded growth rate using the average of the three latest base years to the projected 3-5-year Book Value per Share.'}
{'id': 5616, 'data_set_name': '可以使用:min_financing_cashflow_guidance_2', 'description': '不可使用,仅供参考:Minimum guidance value for Cash Flow From Financing on an annual basis'}
{'id': 320432, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85768, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_cash_flow_grwth_to_net_inc_grwth', 'description': '不可使用,仅供参考:Ratio used to compare Cash Flow Growth to Net Income Growth'}
{'id': 85724, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_other_non_cash_adj_less', 'description': '不可使用,仅供参考:Other Non-Cash Adjustments'}
{'id': 324596, 'data_set_name': '可以使用:pv87_return_on_equity_standard_deviation', 'description': '不可使用,仅供参考:Return on Equity - Standard Deviation (%)'}
{'id': 5578, 'data_set_name': '可以使用:max_investing_cashflow_guidance_2', 'description': '不可使用,仅供参考:The maximum guidance value for Cash Flow from Investing activities on an annual basis.'}
{'id': 321076, 'data_set_name': '可以使用:pv87_capital_expenditure_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Capital Expenditure - Standard Deviation'}
{'id': 320150, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Gross Margin'}
{'id': 323156, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment'}
{'id': 5478, 'data_set_name': '可以使用:dividend_estimate_standard_deviation', 'description': '不可使用,仅供参考:Dividend per share - standard deviation of estimations'}
{'id': 320174, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Gross Margin'}
{'id': 86760, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cash_to_tot_asset', 'description': '不可使用,仅供参考:Ratio to measure the percentage of cash and near cash over total assets'}
{'id': 6399, 'data_set_name': '可以使用:anl44_second_en_grossmargin_lastactccy', 'description': '不可使用,仅供参考:grossmargin lastactccy'}
{'id': 87575, 'data_set_name': '可以使用:fnd90_us_game_inc_cash_tax', 'description': '不可使用,仅供参考:Income Statement Tax to Cash Tax [ Descending] - [Quality.Earnings quality]'}
{'id': 6860, 'data_set_name': '可以使用:anl49_backfill_operatingmarginindicator', 'description': '不可使用,仅供参考:Operating margin indicator'}
{'id': 86308, 'data_set_name': '可以使用:fnd72_q1_geo_grow_cash_flow_per_sh', 'description': '不可使用,仅供参考:Compound 5-year growth rate in cash flow per share'}
{'id': 6505, 'data_set_name': '可以使用:latest_annual_period_end_update_cash_flow_per_share', 'description': '不可使用,仅供参考:Date or timestamp when the annual period end for cash flow per share was last updated.'}
{'id': 321189, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_cash_flow_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Cash Flow / Share Consensus Mean'}
{'id': 79391, 'data_set_name': '可以使用:financing_cash_flow_2', 'description': '不可使用,仅供参考:Net cash flow from financing activities.'}
{'id': 84296, 'data_set_name': '可以使用:cashflow_op', 'description': '不可使用,仅供参考:Operating Activities - Net Cash Flow'}
{'id': 83496, 'data_set_name': '可以使用:fnd3_a_eff_excratecash', 'description': '不可使用,仅供参考:Annual Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 5660, 'data_set_name': '可以使用:operating_profit_before_depr_amort_max_guidance_qtr', 'description': '不可使用,仅供参考:Max guidance value for Earnings before interest, taxes, depreciation and amortization'}
{'id': 321084, 'data_set_name': '可以使用:pv87_cash_flow_share_consensus_median_scale', 'description': '不可使用,仅供参考:Scale of Cash Flow / Share Consensus Median'}
{'id': 321350, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numnochangeunfiltered', 'description': '不可使用,仅供参考:Number of no change revisions (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 85601, 'data_set_name': '可以使用:fnd72_pit_or_bs_q_bs_cash_near_cash_item', 'description': '不可使用,仅供参考:Cash & Near Cash Items'}
{'id': 323165, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment'}
{'id': 86073, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_pretax_margin', 'description': "不可使用,仅供参考:A company's earnings before tax as a percentage of total sales or revenues"}
{'id': 320436, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_high', 'description': '不可使用,仅供参考:highest value of all analysts estimates of Operating Profit'}
{'id': 79081, 'data_set_name': '可以使用:fn_payments_to_acquire_businesses_net_of_cash_acquired_q', 'description': '不可使用,仅供参考:The cash outflow associated with the acquisition of a business, net of the cash acquired from the purchase.'}
{'id': 84293, 'data_set_name': '可以使用:cashflow_dividends', 'description': '不可使用,仅供参考:Cash Dividends (Cash Flow)'}
{'id': 85885, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_prof_margin', 'description': "不可使用,仅供参考:Measuring the company's profitability, this ratio is the comparison of how much of the revenue incurred during the period was retained in income"}
{'id': 86423, 'data_set_name': '可以使用:fnd72_q2_trail_12m_cash_flow_net_inc', 'description': '不可使用,仅供参考:Calculated by adding net income from the statement of cash flows for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 83152, 'data_set_name': '可以使用:annual_operating_cashflow_amount_fast_d1', 'description': '不可使用,仅供参考:Net cash flow from operating activities for the year.'}
{'id': 324454, 'data_set_name': '可以使用:pv87_qtr_matrix_gross_margin_estimate_high', 'description': '不可使用,仅供参考:High of Gross Margin Estimate (%)'}
{'id': 320157, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 322916, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple7d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:Deviation of Sentiment Average'}
{'id': 78119, 'data_set_name': '可以使用:incentive_cash_plan_value', 'description': '不可使用,仅供参考:Value of any cash-based incentive plan held by the director.'}
{'id': 86014, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_gross_margin', 'description': '不可使用,仅供参考:Gross margin represents the percent of total sales revenue that the company retains after incurring the direct costs associated with producing the goods and services sold by a company'}
{'id': 83769, 'data_set_name': '可以使用:fnd3_q_eff_exc_cash_fast_d1', 'description': '不可使用,仅供参考:Quarterly Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 323601, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_z_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment'}
{'id': 85805, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_ev_to_t12m_cash_flow_firm', 'description': '不可使用,仅供参考:The field measures the ratio of Enterprise Value in relation to Trailing 12-month Cash Flow to Firm'}
{'id': 320446, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 83616, 'data_set_name': '可以使用:fnd3_aacctadj_cash', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Cash & Cash Equivalents'}
{'id': 86707, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_q_cf_chng_non_cash_work_cap', 'description': '不可使用,仅供参考:Changes in Non-Cash Working Capital'}
{'id': 322015, 'data_set_name': '可以使用:pv87_gross_margin_actual_scale', 'description': '不可使用,仅供参考:Scale of Gross Margin Actual (%)'}
{'id': 80691, 'data_set_name': '可以使用:quarterly_cash_market_securities', 'description': '不可使用,仅供参考:Cash and marketable securities at quarter end.'}
{'id': 320483, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_dts', 'description': '不可使用,仅供参考:std value of all analysts estimates of Operating Profit'}
{'id': 321671, 'data_set_name': '可以使用:pv87_ebit_excl_excep_standardized_unanticipated_earnings', 'description': '不可使用,仅供参考:EBIT (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 321648, 'data_set_name': '可以使用:pv87_dps_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of DPS - Standard Deviation'}
{'id': 6537, 'data_set_name': '可以使用:previous_forecast_value_cash_flow_per_share', 'description': '不可使用,仅供参考:Previous forecasted value for cash flow per share before the current estimate.'}
{'id': 321672, 'data_set_name': '可以使用:pv87_ebit_excl_excep_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of EBIT (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 324449, 'data_set_name': '可以使用:pv87_qtr_matrix_free_cash_flow_estimate_low', 'description': '不可使用,仅供参考:Low of Free Cash Flow Estimate'}
{'id': 323493, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:deviation of Sentiment'}
{'id': 85698, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_act_cash_paid_for_int_debt', 'description': '不可使用,仅供参考:Cash Paid for Interest'}
{'id': 321729, 'data_set_name': '可以使用:pv87_ebt_gaap_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of EBT (GAAP) Standardized Unanticipated Earnings'}
{'id': 322018, 'data_set_name': '可以使用:pv87_gross_margin_consensus_high_scale', 'description': '不可使用,仅供参考:Scale of Gross Margin Consensus High (%)'}
{'id': 84035, 'data_set_name': '可以使用:quarterly_cash_change_amount_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Total Cash Increase/Decrease For Period'}
{'id': 6527, 'data_set_name': '可以使用:latest_quarterly_value_update_cash_flow_per_share_second', 'description': '不可使用,仅供参考:Date or timestamp when the quarterly cash flow per share value was last updated in the second version module.'}
{'id': 322877, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple28d_sent_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment'}
{'id': 6590, 'data_set_name': '可以使用:anl45_risk_free_rate', 'description': '不可使用,仅供参考:The unrealised return on an open idea'}
{'id': 323349, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple14d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment'}
{'id': 322743, 'data_set_name': '可以使用:pv87_num_of_analysts_high_price_volatility_in_consensus', 'description': '不可使用,仅供参考:# of Analysts High Price Volatility - (In-Consensus)'}
{'id': 321727, 'data_set_name': '可以使用:pv87_ebt_gaap_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of EBT (GAAP) - Standard Deviation'}
{'id': 84012, 'data_set_name': '可以使用:operating_lease_right_of_use_asset_value', 'description': "不可使用,仅供参考:Quarterly Accountance Adjustment ammount of lessee's right to use underlying asset under operating lease"}
{'id': 320934, 'data_set_name': '可以使用:pv87_ann_matrix_gross_margin_estimate_mean', 'description': '不可使用,仅供参考:Mean of Gross Margin Estimate (%)'}
{'id': 321346, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 6226, 'data_set_name': '可以使用:anl44_operatingprofit_prevalue', 'description': '不可使用,仅供参考:Operatingprofit D0 prevalue'}
{'id': 86727, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_q_cf_other_non_cash_adjust', 'description': '不可使用,仅供参考:Other Non-Cash Adjustments'}
{'id': 6895, 'data_set_name': '可以使用:anl49_cashflowpershare', 'description': '不可使用,仅供参考:Cash flow less preferred dividends (if any) divided by common shares outstanding at year end.'}
{'id': 320931, 'data_set_name': '可以使用:pv87_ann_matrix_free_cash_flow_estimate_std', 'description': '不可使用,仅供参考:Standard deviation of Free Cash Flow Estimate'}
{'id': 5658, 'data_set_name': '可以使用:operating_cashflow_reported_value', 'description': '不可使用,仅供参考:Cash Flow from Operations - Value'}
{'id': 320933, 'data_set_name': '可以使用:pv87_ann_matrix_gross_margin_estimate_low', 'description': '不可使用,仅供参考:Low of Gross Margin Estimate (%)'}
{'id': 86670, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_a_cf_cash_from_oper', 'description': '不可使用,仅供参考:Total amount of cash a company generates from its operation'}
{'id': 6215, 'data_set_name': '可以使用:anl44_operatingprofit_best_crncy_iso', 'description': '不可使用,仅供参考:operatingprofit best crncy iso'}
{'id': 83151, 'data_set_name': '可以使用:annual_operating_cashflow_amount', 'description': '不可使用,仅供参考:Net cash flow from operating activities for the year.'}
{'id': 6945, 'data_set_name': '可以使用:anl49_operatingmargin', 'description': '不可使用,仅供参考:Operating profit before deducting interest expense expressed as a percentage of gross income.'}
{'id': 6267, 'data_set_name': '可以使用:anl44_orig_en_operatingprofit_coveredby', 'description': '不可使用,仅供参考:orig en operatingprofit coveredby'}
{'id': 320171, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_dts', 'description': '不可使用,仅供参考:std value of all analysts estimates of Gross Margin'}
{'id': 80563, 'data_set_name': '可以使用:interest_income_cashflow', 'description': '不可使用,仅供参考:Cash flow from interest income activities.'}
{'id': 88067, 'data_set_name': '可以使用:oth401_game_inc_cash_tax', 'description': '不可使用,仅供参考:Income Statement Tax to Cash Tax'}
{'id': 85480, 'data_set_name': '可以使用:fnd72_a2_trail_12m_gross_margin', 'description': '不可使用,仅供参考:Calculated from Trailing 12M Net Sales minus Trailing 12M Cost of Goods Sold and divided by Trailing 12M Net Sales'}
{'id': 324331, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numnochangeunfiltered', 'description': '不可使用,仅供参考:Number of no change revisions (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 5795, 'data_set_name': '可以使用:anl44_2_grossmargin_coveredby', 'description': '不可使用,仅供参考:grossmargin coveredby'}
{'id': 320186, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_p1_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Gross Margin'}
{'id': 85977, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_ebit_margin', 'description': "不可使用,仅供参考:Ratio which measures the company's profitability"}
{'id': 5822, 'data_set_name': '可以使用:anl44_2_operatingprofit_coveredby', 'description': '不可使用,仅供参考:operatingprofit coveredby'}
{'id': 320859, 'data_set_name': '可以使用:pv87_ann_matrix_cash_from_operations_estimate_mean', 'description': '不可使用,仅供参考:Mean of Cash From Operations Estimate'}
{'id': 85364, 'data_set_name': '可以使用:fnd72_a1_geo_grow_cash_oper_act', 'description': '不可使用,仅供参考:Compound 5-year growth rate in cash from operating activities'}
{'id': 321104, 'data_set_name': '可以使用:pv87_cash_from_operations_of_estimates_scale', 'description': '不可使用,仅供参考:Scale of Cash From Operations - # of Estimates'}
{'id': 86686, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_a_cf_net_cash_paid_for_aquis', 'description': '不可使用,仅供参考:Net Cash Paid for Acquisitions'}
{'id': 323718, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_sent_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment'}
{'id': 5583, 'data_set_name': '可以使用:max_operating_cashflow_guidance_2', 'description': '不可使用,仅供参考:The maximum guidance value for Cash Flow from Operations on an annual basis.'}
{'id': 320927, 'data_set_name': '可以使用:pv87_ann_matrix_free_cash_flow_estimate_mean', 'description': '不可使用,仅供参考:Mean of Free Cash Flow Estimate'}
{'id': 85725, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_other_non_cash_adjust', 'description': '不可使用,仅供参考:Other Non-Cash Adjustments'}
{'id': 322017, 'data_set_name': '可以使用:pv87_gross_margin_consensus_high', 'description': '不可使用,仅供参考:Gross Margin Consensus High (%)'}
{'id': 322736, 'data_set_name': '可以使用:pv87_num_of_analysts_average_price_volatility_in_consensus_scale', 'description': '不可使用,仅供参考:Scale of # of Analysts Average Price Volatility - (In-Consensus)'}
{'id': 85504, 'data_set_name': '可以使用:fnd72_cr2_q2_accounting_standard', 'description': "不可使用,仅供参考:Returns the Accounting standard used by the company's most recent filing"}
{'id': 84066, 'data_set_name': '可以使用:quarterly_fx_effect_on_cash', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 322952, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple7d_sent_mean_deviation', 'description': '不可使用,仅供参考:Deviation of Sentiment Average'}
{'id': 85334, 'data_set_name': '可以使用:fnd72_a1_cash_and_equiv_per_tot_liab', 'description': '不可使用,仅供参考:Cash and cash equivalents as a percentage of total liabilities'}
{'id': 83154, 'data_set_name': '可以使用:annual_operating_cost_excl_specials_fast_d1', 'description': '不可使用,仅供参考:Operating expenses excluding special items for the year.'}
{'id': 324335, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_from_operations_estimate_number', 'description': '不可使用,仅供参考:Number of analysts of Cash From Operations Estimate'}
{'id': 6810, 'data_set_name': '可以使用:anl49_backfill_cashflowpershareindicator', 'description': '不可使用,仅供参考:Cash flow per share indicator'}
{'id': 85770, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_cash_flow_per_shr_growth', 'description': '不可使用,仅供参考:The percentage change in Cash Flow per Basic Share from last year to the current year'}
{'id': 320481, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 321450, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_cash_flow_share_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 88066, 'data_set_name': '可以使用:oth401_game_gross_margin_vol', 'description': '不可使用,仅供参考:Gross Margin Volatility'}
{'id': 321345, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numanalysts', 'description': '不可使用,仅供参考:Number of analysts of Cash Flow / Share Consensus Mean'}
{'id': 85789, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_ebit_margin', 'description': "不可使用,仅供参考:Ratio which measures the company's profitability"}
{'id': 324815, 'data_set_name': '可以使用:pv87_target_price_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Target Price - Standard Deviation'}
{'id': 321830, 'data_set_name': '可以使用:pv87_eps_normalized_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of EPS Normalized - Standard Deviation'}
{'id': 323430, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple28d_sent_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment'}
{'id': 323649, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 5617, 'data_set_name': '可以使用:min_free_cash_flow_guidance', 'description': '不可使用,仅供参考:The minimum guidance value for Free Cash Flow on an annual basis.'}
{'id': 86305, 'data_set_name': '可以使用:fnd72_q1_excess_cash_flow', 'description': '不可使用,仅供参考:Available cash left after expenditures and dividends are paid'}
{'id': 320480, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85772, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_cash_flow_to_tot_liab', 'description': '不可使用,仅供参考:Cash flow to total liabilities'}
{'id': 85475, 'data_set_name': '可以使用:fnd72_a2_trail_12m_cash_flow_net_inc', 'description': '不可使用,仅供参考:Calculated by adding net income from the statement of cash flows for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 85700, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_cash_from_fnc_act', 'description': '不可使用,仅供参考:Cash from Financing Activities'}
{'id': 6402, 'data_set_name': '可以使用:anl44_second_en_grossmargin_value', 'description': '不可使用,仅供参考:grossmargin value'}
{'id': 320431, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 6161, 'data_set_name': '可以使用:anl44_grossmargin_prevalue', 'description': '不可使用,仅供参考:Grossmargin d0 prevalue'}
{'id': 83395, 'data_set_name': '可以使用:fnd3_Qacctadj_cashincrease', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Total Cash Increase/Decrease For Period'}
{'id': 83200, 'data_set_name': '可以使用:fnd3_A_eff_excratecash', 'description': '不可使用,仅供参考:Annual Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 85157, 'data_set_name': '可以使用:operating_expense', 'description': '不可使用,仅供参考:Operating Expense - Total'}
{'id': 320170, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320187, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_p1_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Gross Margin'}
{'id': 320429, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85531, 'data_set_name': '可以使用:fnd72_pit_or_bs_a_bs_cash_near_cash_item', 'description': '不可使用,仅供参考:Cash & Near Cash Items'}
{'id': 320452, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Operating Profit'}
{'id': 322023, 'data_set_name': '可以使用:pv87_gross_margin_consensus_median', 'description': '不可使用,仅供参考:Gross Margin Consensus Median (%)'}
{'id': 323048, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_z_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment'}
{'id': 323971, 'data_set_name': '可以使用:pv87_price_volatility_estimate_high', 'description': '不可使用,仅供参考:High of Price Volatility Estimate'}
{'id': 320459, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_p1_dts', 'description': '不可使用,仅供参考:std value of all analysts estimates of Operating Profit'}
{'id': 320175, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Gross Margin'}
{'id': 86282, 'data_set_name': '可以使用:fnd72_q1_cfo_bef_non_cash_wc', 'description': '不可使用,仅供参考:Cash Flow from Operating Activities less Net Changes in Non-Cash Working Capital'}
{'id': 6224, 'data_set_name': '可以使用:anl44_operatingprofit_latest_ann_dt_qtrly', 'description': '不可使用,仅供参考:operatingprofit latest ann dt qtrly'}
{'id': 320152, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Gross Margin'}
{'id': 320454, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 6506, 'data_set_name': '可以使用:latest_annual_period_end_update_cash_flow_per_share_second', 'description': '不可使用,仅供参考:Date or timestamp when the annual period end for cash flow per share was last updated in the second version module.'}
{'id': 85488, 'data_set_name': '可以使用:fnd72_a2_trail_12m_prof_margin', 'description': '不可使用,仅供参考:Calculated from Trailing 12M Net Income divided by Trailing 12M Net Sales and multiply the number by 100'}
{'id': 321082, 'data_set_name': '可以使用:pv87_cash_flow_share_consensus_mean_scale', 'description': '不可使用,仅供参考:Scale of Cash Flow / Share Consensus Mean'}
{'id': 320437, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_low', 'description': '不可使用,仅供参考:lowest value of all analysts estimates of Operating Profit'}
{'id': 5572, 'data_set_name': '可以使用:max_free_cash_flow_guidance', 'description': '不可使用,仅供参考:The maximum guidance value for Free Cash Flow on an annual basis.'}
{'id': 5629, 'data_set_name': '可以使用:min_operating_cashflow_guidance', 'description': '不可使用,仅供参考:Minimum guidance value for Cash Flow from Operations'}
{'id': 85705, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_chng_non_cash_work_cap', 'description': '不可使用,仅供参考:Changes in Non-Cash Working Capital'}
{'id': 322701, 'data_set_name': '可以使用:pv87_net_income_gaap_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Net Income (GAAP) - Standard Deviation'}
{'id': 85996, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_ev_to_t12m_free_cash_flow', 'description': '不可使用,仅供参考:Ratio of periodic enterprise value to trailing 12-month free cash flow'}
{'id': 320161, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_low', 'description': '不可使用,仅供参考:lowest value of all analysts estimates of Gross Margin'}
{'id': 6160, 'data_set_name': '可以使用:anl44_grossmargin_coveredby', 'description': '不可使用,仅供参考:Grossmargin D0 coveredby'}
{'id': 320181, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 80648, 'data_set_name': '可以使用:operating_income_2', 'description': '不可使用,仅供参考:Income generated from regular business operations.'}
{'id': 5513, 'data_set_name': '可以使用:est_cashflow_ps', 'description': '不可使用,仅供参考:Cash Flow Per Share - average of estimations'}
{'id': 324621, 'data_set_name': '可以使用:pv87_revenue_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Revenue - Standard Deviation'}
{'id': 83619, 'data_set_name': '可以使用:fnd3_aacctadj_cashincrease_fast_d1', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Total Cash Increase/Decrease For Period'}
{'id': 86786, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_ev_to_t12m_cash_flow_firm', 'description': '不可使用,仅供参考:The field measures the ratio of Enterprise Value in relation to Trailing 12-month Cash Flow to Firm'}
{'id': 323673, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_z_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment'}
{'id': 324583, 'data_set_name': '可以使用:pv87_return_on_assets_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Return on Assets - Standard Deviation (%)'}
{'id': 323397, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple28d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment Average'}
{'id': 86704, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_q_cf_cash_from_oper', 'description': '不可使用,仅供参考:Total amount of cash a company generates from its operation'}
{'id': 323625, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 320445, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5662, 'data_set_name': '可以使用:operating_profit_before_interest_tax', 'description': '不可使用,仅供参考:Earnings Before Interest and Taxes (EBIT) - Actual Value'}
{'id': 85804, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_ev_to_t12m_cash_flow', 'description': '不可使用,仅供参考:Periodic enterprise value as a multiple of cash flow from operations'}
{'id': 321747, 'data_set_name': '可以使用:pv87_ebt_normalized_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of EBT Normalized - Standard Deviation'}
{'id': 320169, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5468, 'data_set_name': '可以使用:cashflow_per_share_maximum', 'description': '不可使用,仅供参考:Cash Flow - The highest estimation, per share, with a delay of 1 quarter'}
{'id': 83884, 'data_set_name': '可以使用:fnd3_qacctadj_cashincrease', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Total Cash Increase/Decrease For Period'}
{'id': 321979, 'data_set_name': '可以使用:pv87_free_cash_flow_of_estimates_scale', 'description': '不可使用,仅供参考:Scale of Free Cash Flow - # of Estimates'}
{'id': 5796, 'data_set_name': '可以使用:anl44_2_grossmargin_lastactccy', 'description': '不可使用,仅供参考:grossmargin lastactccy'}
{'id': 323553, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 320430, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 79321, 'data_set_name': '可以使用:cash_proceeds_received', 'description': '不可使用,仅供参考:Cash proceeds received during the period.'}
{'id': 87509, 'data_set_name': '可以使用:fnd90_game_gross_margin_vol', 'description': '不可使用,仅供参考:Gross Margin Volatility'}
{'id': 83190, 'data_set_name': '可以使用:fnd3_A_cashincrease', 'description': '不可使用,仅供参考:Annual Total Cash Increase/Decrease For Period'}
{'id': 320151, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Gross Margin'}
{'id': 323057, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment'}
{'id': 85840, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_inv_to_cash_days', 'description': '不可使用,仅供参考:Ratio is used to measure the length of time that a company uses to sell inventory and collect receivables into cash'}
{'id': 78740, 'data_set_name': '可以使用:fnd17_qcash', 'description': '不可使用,仅供参考:Cash and Equiv., most recent quarter'}
{'id': 86750, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cash_flow_growth', 'description': '不可使用,仅供参考:Cash Flow Growth is calculated using the following formula'}
{'id': 6939, 'data_set_name': '可以使用:anl49_netprofitmarginindicator', 'description': '不可使用,仅供参考:Net profit margin indicator'}
{'id': 321710, 'data_set_name': '可以使用:pv87_ebt_excl_excep_standardized_unanticipated_earnings', 'description': '不可使用,仅供参考:EBT (Excl Excep) Standardized Unanticipated Earnings'}
{'id': 323541, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 320855, 'data_set_name': '可以使用:pv87_ann_matrix_cash_eps_estimate_number', 'description': '不可使用,仅供参考:Number of analysts of Cash EPS Estimate'}
{'id': 86069, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_oper_margin', 'description': "不可使用,仅供参考:Ratio used to measure a company's pricing strategy and operating efficiency, in percentage"}
{'id': 6492, 'data_set_name': '可以使用:forecasted_value_cash_flow_per_share', 'description': '不可使用,仅供参考:Forecasted value for cash flow per share for the specified period.'}
{'id': 321152, 'data_set_name': '可以使用:pv87_consensus_price_volatility', 'description': '不可使用,仅供参考:Consensus Price Volatility'}
{'id': 320163, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Gross Margin'}
{'id': 80650, 'data_set_name': '可以使用:operating_profit_3', 'description': '不可使用,仅供参考:Profit from core business operations before interest and taxes.'}
{'id': 84086, 'data_set_name': '可以使用:quarterly_investing_cashflow_amount', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Investing Cash Flow'}
{'id': 321079, 'data_set_name': '可以使用:pv87_cash_flow_share_consensus_low', 'description': '不可使用,仅供参考:Cash Flow / Share Consensus Low'}
{'id': 322019, 'data_set_name': '可以使用:pv87_gross_margin_consensus_low', 'description': '不可使用,仅供参考:Gross Margin Consensus Low (%)'}
{'id': 320473, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_low', 'description': '不可使用,仅供参考:lowest value of all analysts estimates of Operating Profit'}
{'id': 86112, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_trail_12m_cash_from_oper', 'description': '不可使用,仅供参考:Calculated by adding cash from operations from the statement of cash flows for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 85815, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_free_cash_flow_per_sh', 'description': "不可使用,仅供参考:Measure of a company's financial flexibility that is determined by dividing free cash flow by the weighted number of shares outstanding"}
{'id': 322682, 'data_set_name': '可以使用:pv87_net_debt_standard_deviation', 'description': '不可使用,仅供参考:Net Debt - Standard Deviation'}
{'id': 323129, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_ew_sent_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment'}
{'id': 79319, 'data_set_name': '可以使用:cash_in_acquisition', 'description': '不可使用,仅供参考:Cash acquired as part of business acquisitions.'}
{'id': 323072, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 321094, 'data_set_name': '可以使用:pv87_cash_from_operations_actual_scale', 'description': '不可使用,仅供参考:Scale of Cash From Operations Actual'}
{'id': 321113, 'data_set_name': '可以使用:pv87_cfocashcompensation_mean', 'description': '不可使用,仅供参考:CFO cash compensation'}
{'id': 85337, 'data_set_name': '可以使用:fnd72_a1_cf_free_cash_flow', 'description': '不可使用,仅供参考:Measure of financial performance calculated as operating cash flow minus capital expenditures'}
{'id': 323409, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple28d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment Standard deviation'}
{'id': 85447, 'data_set_name': '可以使用:fnd72_a2_sales_to_cash', 'description': '不可使用,仅供参考:Cash and near cash turnover ratio measures how effective a company is utilizing its cash, in actual'}
{'id': 322940, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple7d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:deviation of Sentiment'}
{'id': 85703, 'data_set_name': '可以使用:fnd72_pit_or_cf_q_cf_cash_paid_for_tax', 'description': '不可使用,仅供参考:Cash Paid for Taxes'}
{'id': 324328, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numdown', 'description': '不可使用,仅供参考:Number of down revisions of Cash Flow / Share Consensus Mean'}
{'id': 321191, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 85825, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_gross_margin', 'description': '不可使用,仅供参考:Gross margin represents the percent of total sales revenue that the company retains after incurring the direct costs associated with producing the goods and services sold by the company'}
{'id': 85961, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_cash_gen_to_cash_req', 'description': '不可使用,仅供参考:Ratio to measure cash generated from operations over cash paid for the operation during the period'}
{'id': 83336, 'data_set_name': '可以使用:fnd3_Q_eff_exc_cash', 'description': '不可使用,仅供参考:Quarterly Effect Of Exchange Rate On Cash And Cash Equivalents'}
{'id': 320475, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Operating Profit'}
{'id': 323421, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple28d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:28-day Simple average of Deviation of Sentiment'}
{'id': 321455, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
{'id': 323972, 'data_set_name': '可以使用:pv87_price_volatility_estimate_low', 'description': '不可使用,仅供参考:Low of Price Volatility Estimate'}
{'id': 320477, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 86754, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cash_flow_to_int_expense', 'description': '不可使用,仅供参考:Measures the ratio of cash flow from operations to total interest incurred during the period'}
{'id': 322702, 'data_set_name': '可以使用:pv87_net_income_gaap_standardized_unanticipated_earnings', 'description': '不可使用,仅供参考:Net Income (GAAP) Standardized Unanticipated Earnings'}
{'id': 322016, 'data_set_name': '可以使用:pv87_gross_margin_chg_mean', 'description': '不可使用,仅供参考:YoY change in gross profit margin'}
{'id': 85929, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_trail_12m_free_cash_flow_per_sh', 'description': '不可使用,仅供参考:Calculated by adding free cash flow per share for the last 4 quarters, 2 semi-annuals, or annual'}
{'id': 5471, 'data_set_name': '可以使用:cashflow_per_share_min_guidance_quarterly', 'description': '不可使用,仅供参考:Minimum guidance value for Cash Flow Per Share'}
{'id': 80649, 'data_set_name': '可以使用:operating_income_3', 'description': '不可使用,仅供参考:Income from core business operations before interest and taxes.'}
{'id': 86797, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_free_cash_flow_per_sh_growth', 'description': '不可使用,仅供参考:Measure of 1-year growth of free cash flow per share'}
{'id': 86702, 'data_set_name': '可以使用:fnd72_s_pit_or_cf_q_cf_cash_from_fnc_act', 'description': '不可使用,仅供参考:Cash from Financing Activities'}
{'id': 86756, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cash_gen_to_cash_req', 'description': '不可使用,仅供参考:Ratio to measure cash generated from operations over cash paid for the operation during the period'}
{'id': 323021, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment'}
{'id': 320928, 'data_set_name': '可以使用:pv87_ann_matrix_free_cash_flow_estimate_median', 'description': '不可使用,仅供参考:Median of Free Cash Flow Estimate'}
{'id': 321348, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Cash Flow / Share Consensus Mean'}
{'id': 323577, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_mean_deviation', 'description': '不可使用,仅供参考:14-day Volume weighted average of Deviation of Sentiment Average'}
{'id': 6495, 'data_set_name': '可以使用:grossmargin_currency_code', 'description': '不可使用,仅供参考:Currency code in which the gross margin forecast is denominated.'}
{'id': 320182, 'data_set_name': '可以使用:pv87_2_grossmargin_qf_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 323505, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_sent_mean_deviation', 'description': '不可使用,仅供参考:Deviation of Sentiment Average'}
{'id': 321093, 'data_set_name': '可以使用:pv87_cash_from_operations_actual', 'description': '不可使用,仅供参考:Cash From Operations Actual'}
{'id': 85766, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_cash_conversion_cycle', 'description': '不可使用,仅供参考:Metric which expresses the length of time, in days, that it takes for a company to convert resource inputs into cash flows'}
{'id': 322805, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_simple14d_sent_deviation', 'description': '不可使用,仅供参考:14-day Simple average of Deviation of Sentiment'}
{'id': 84102, 'data_set_name': '可以使用:quarterly_operating_cost_excl_specials', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Operating Expense Extraordinary Items'}
{'id': 324460, 'data_set_name': '可以使用:pv87_qtr_matrix_gross_margin_estimate_std', 'description': '不可使用,仅供参考:Standard deviation of Gross Margin Estimate (%)'}
{'id': 85378, 'data_set_name': '可以使用:fnd72_a1_geo_grow_free_cash_flow', 'description': '不可使用,仅供参考:Compound 5-year growth rate in free cash flow per share'}
{'id': 84100, 'data_set_name': '可以使用:quarterly_operating_cashflow_amount', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Operating Cash Flow'}
{'id': 86485, 'data_set_name': '可以使用:fnd72_s_pit_or_bs_a_bs_cash_near_cash_item', 'description': '不可使用,仅供参考:Cash & Near Cash Items'}
{'id': 5798, 'data_set_name': '可以使用:anl44_2_grossmargin_prevalue', 'description': '不可使用,仅供参考:grossmargin prevalue'}
{'id': 320154, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320141, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85958, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_cash_flow_per_shr_growth', 'description': '不可使用,仅供参考:The percentage change in Cash Flow per Basic Share from last year to the current year'}
{'id': 320467, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 322020, 'data_set_name': '可以使用:pv87_gross_margin_consensus_low_scale', 'description': '不可使用,仅供参考:Scale of Gross Margin Consensus Low (%)'}
{'id': 84034, 'data_set_name': '可以使用:quarterly_cash_change_amount', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Total Cash Increase/Decrease For Period'}
{'id': 84011, 'data_set_name': '可以使用:operating_lease_obligation_total_fast_d1', 'description': "不可使用,仅供参考:Quarterly Accountance Adjustment value of lessee's discounted obligation for lease payments from operating lease"}
{'id': 86278, 'data_set_name': '可以使用:fnd72_q1_cash_and_equiv_per_tot_liab', 'description': '不可使用,仅供参考:Cash and cash equivalents as a percentage of total liabilities'}
{'id': 324456, 'data_set_name': '可以使用:pv87_qtr_matrix_gross_margin_estimate_mean', 'description': '不可使用,仅供参考:Mean of Gross Margin Estimate (%)'}
{'id': 320472, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_all_high', 'description': '不可使用,仅供参考:highest value of all analysts estimates of Operating Profit'}
{'id': 321975, 'data_set_name': '可以使用:pv87_free_cash_flow_consensus_mean_scale', 'description': '不可使用,仅供参考:Scale of Free Cash Flow Consensus Mean'}
{'id': 78690, 'data_set_name': '可以使用:fnd17_margin5yr', 'description': '不可使用,仅供参考:Net Profit Margin - 5 year average'}
{'id': 80652, 'data_set_name': '可以使用:operating_profit_total_2', 'description': '不可使用,仅供参考:Total operating profit earned by the company during the period.'}
{'id': 323697, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_ew_sent_std_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment Standard deviation'}
{'id': 322114, 'data_set_name': '可以使用:pv87_interest_expense_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Interest Expense - Standard Deviation'}
{'id': 85955, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_cash_flow_growth', 'description': '不可使用,仅供参考:Cash Flow Growth is calculated using the following formula'}
{'id': 5539, 'data_set_name': '可以使用:financing_cashflow_reported_value', 'description': '不可使用,仅供参考:Cash Flow From Financing - Value'}
{'id': 85921, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_trail_12m_cash_flow_per_sh', 'description': '不可使用,仅供参考:Calculated by adding cash flow per share for the last four quarters, two semi-annuals, or annual'}
{'id': 83325, 'data_set_name': '可以使用:fnd3_Q_cash', 'description': '不可使用,仅供参考:Quarterly Cash & Cash Equivalents'}
{'id': 6421, 'data_set_name': '可以使用:anl44_second_en_operatingprofit_value', 'description': '不可使用,仅供参考:Operating profit value'}
{'id': 320484, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_high', 'description': '不可使用,仅供参考:highest value of all analysts estimates of Operating Profit'}
{'id': 321598, 'data_set_name': '可以使用:pv87_depreciation_amortization_standard_deviation', 'description': '不可使用,仅供参考:Depreciation & Amortization - Standard Deviation'}
{'id': 320153, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 86006, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_free_cash_flow_yield', 'description': '不可使用,仅供参考:Calculates the return expected per share'}
{'id': 5543, 'data_set_name': '可以使用:free_cash_flow_per_share_reported_value', 'description': '不可使用,仅供参考:Free cash flow per share- announced financial value'}
{'id': 6222, 'data_set_name': '可以使用:anl44_operatingprofit_best_fperiod_override', 'description': '不可使用,仅供参考:operatingprofit best fperiod override'}
========================= 数据字段结束 =======================================
以上数据字段和操作符, 按照Description说明组合, 但是每一个 alpha 组合的使用的数据字段和操作符不要过于集中, 在符合语法的情况下, 多尝试不同的组合
你再检查一下, 如果你使用了
Operator abs does not support event inputs
Operator ts_mean does not support event inputs
Operator ts_scale does not support event inputs
Operator add does not support event inputs
Operator sign does not support event inputs
Operator greater does not support event inputs
Operator ts_av_diff does not support event inputs
Operator ts_quantile does not support event inputs
Operator ts_arg_min does not support event inputs
Operator divide does not support event inputs
Operator ts_corr does not support event inputs
Operator ts_decay_linear does not support event inputs
Operator ts_sum does not support event inputs
Operator ts_delay does not support event inputs
Operator ts_arg_max does not support event inputs
Operator ts_std_dev does not support event inputs
Operator ts_regression does not support event inputs
Operator ts_backfill does not support event inputs
Operator signed_power does not support event inputs
Operator ts_product does not support event inputs
Operator ts_zscore does not support event inputs
Operator group_rank does not support event inputs
Operator subtract does not support event inputs
Operator ts_delta does not support event inputs
Operator ts_rank does not support event inputs
Operator ts_count_nans does not support event inputs
Operator ts_covariance does not support event inputs
Operator multiply does not support event inputs
Operator if_else does not support event inputs
Operator group_neutralize does not support event inputs
Operator group_zscore does not support event inputs
Operator winsorize does not support event inputs
注意, 以上操作符不能使用事件类型的数据集, 以上操作符禁止使用事件类型的数据集!!