数字支付渗透率溢价因子
假设
在数字支付普及率持续攀升的市场环境中，支付渠道覆盖广度与用户使用黏性高的企业，其交易效率显著提升、客户留存率增强，往往驱动营收增速与利润率超越行业基准。这源于支付便利性降低交易摩擦、强化用户习惯的正向循环，因此该类公司股票应持续获得超额收益，形成可捕捉的阿尔法信号。
实施方案
基于移动支付交易占比数据（如APP内支付渗透率），计算过去12个月的渗透率增长率。通过时序波动率算子识别增长率的稳定性（如标准差低于行业阈值）。对增长率高于行业均值且呈上升趋势的公司建立多头仓位。采用横截面排序算子进行行业中性化处理，确保策略在零售、金融等差异性行业中可比性。
阿尔法因子优化建议
建议叠加消费者行为情绪因子：利用用户评论文本（如APP内反馈），通过NLP提取支付体验关键词（如“便捷”“无感支付”），构建支付满意度指数。当渗透率增长率与用户正面情绪同步时，放大阿尔法权重；当出现背离（如高渗透率但负面评论增多）时，动态降低权重或屏蔽信号，以过滤噪声并提升策略稳健性。

Digital Payment Penetration Premium Factor
Hypothesis
In markets where digital payment adoption is steadily rising, companies with broad payment channel coverage and high user engagement often drive above-industry revenue growth and margin expansion due to enhanced transaction efficiency and customer stickiness. This reflects the positive feedback loop from payment convenience reducing friction and strengthening user habits, suggesting these stocks should deliver sustained alpha.
Implementation Plan
Using mobile payment transaction share data (e.g., app-based penetration rate), calculate the 12-month growth rate of penetration. Identify stability in growth rate via a time-series volatility operator (e.g., standard deviation below industry threshold). Establish long positions for companies with growth rates exceeding industry averages and showing upward trends. Apply cross-sectional ranking operators for industry neutralization to ensure comparability across sectors like retail and finance.
Alpha Factor Optimization Suggestions
Suggest incorporating consumer behavioral sentiment: Leverage user review text (e.g., app feedback) via NLP to extract payment experience keywords (e.g., "convenient," "seamless"), building a payment satisfaction index. When penetration growth rate aligns with positive user sentiment, amplify alpha weighting; when divergence occurs (e.g., high penetration but negative comments), dynamically reduce weighting or suppress signals to filter noise and enhance strategy robustness.
*=========================================================================================*
输出格式：
输出必须是且仅是纯文本。
每一行是一个完整、独立、语法正确的WebSim表达式。
严禁任何形式的解释、编号、标点包裹（如引号）、Markdown格式或额外文本。
===================== !!! 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)：
表达式
表达式
表达式
...
表达式
=================================================================
重申：请确保所有表达式都使用WorldQuant WebSim平台函数，不要使用pandas、numpy或其他Python库函数。输出必须是一行有效的WQ表达式。
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 20 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
=================================================================
ts_product ts_zscore ts_mean  ts_scale  add  sign  subtract ts_delta ts_rank greater ts_av_diff ts_quantile ts_count_nans ts_covariance
ts_arg_min divide ts_corr multiply if_else ts_sum ts_delay group_zscore ts_arg_max ts_std_de ts_backfill
以上这些操作符不能传入事件类型的数据集, 只能传入时间序列数据集, 不能传入事件数据,不能传入事件数据,不能传入事件数据

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': 279777, 'data_set_name': '可以使用:livenews_story_company_count_sl', 'description': '不可使用,仅供参考:Number of companies referenced in the livenews story in the SL module.'}
{'id': 321102, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_median_scale', 'description': '不可使用,仅供参考:Scale of Cash From Operations Consensus Median'}
{'id': 295268, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w2_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
{'id': 78166, 'data_set_name': '可以使用:share_award_quantity', 'description': '不可使用,仅供参考:Number of shares awarded in a given incentive plan.'}
{'id': 809, 'data_set_name': '可以使用:anl10_prerevise_ratio_to_close_fq1_1380', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for pre-tax or preliminary Q1'}
{'id': 2087, 'data_set_name': '可以使用:anl14_median_revenue_fy2', 'description': '不可使用,仅供参考:Median of estimations of revenue - upcoming 2 years'}
{'id': 319003, 'data_set_name': '可以使用:pv48_dynamic_shares_cur', 'description': '不可使用,仅供参考:Current shares for dynamic index.'}
{'id': 169992, 'data_set_name': '可以使用:mdl177_liquidityriskfactor_numest_alt', 'description': '不可使用,仅供参考:Number of Analyst Coverage'}
{'id': 321304, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_revenue_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Revenue Consensus Mean'}
{'id': 320528, 'data_set_name': '可以使用:pv87_2_pretaxprofit_qf_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 80882, 'data_set_name': '可以使用:voting_beneficial_equity_shares', 'description': '不可使用,仅供参考:Voting beneficial equity shares reported for the annual period.'}
{'id': 85969, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_cur_ratio', 'description': "不可使用,仅供参考:Ratio to indicate the company's ability to pay back its short-term liabilities with its short-term assets"}
{'id': 168303, 'data_set_name': '可以使用:credit_risk_country_percentile_score_float', 'description': '不可使用,仅供参考:Country-level percentile rank of credit risk as a floating point value.'}
{'id': 294592, 'data_set_name': '可以使用:count_neutral_cashflow_presentation', 'description': '不可使用,仅供参考:Number of neutral sentiment instances for cash flow in the presentation section.'}
{'id': 279889, 'data_set_name': '可以使用:nws73_entitiescounter', 'description': '不可使用,仅供参考:Collection of financial entities in the text alongside its frequency of apparition.'}
{'id': 383402, 'data_set_name': '可以使用:gas_utilities_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the gas utilities sector factor.'}
{'id': 79018, 'data_set_name': '可以使用:fn_entity_common_stock_shares_out_q', 'description': "不可使用,仅供参考:Indicate number of shares or other units outstanding of each of registrant's classes of capital or common stock or other ownership interests, if and as stated on cover of related periodic report. Where multiple classes or units exist define each class/interest by adding class of stock items such as Common Class A [Member], Common Class B [Member] or Partnership Interest [Member] onto the Instrument [Domain] of the Entity Listings, Instrument."}
{'id': 320980, 'data_set_name': '可以使用:pv87_ann_matrix_revenue_estimate_high', 'description': '不可使用,仅供参考:High of Revenue Estimate'}
{'id': 321103, 'data_set_name': '可以使用:pv87_cash_from_operations_of_estimates', 'description': '不可使用,仅供参考:Cash From Operations - # of Estimates'}
{'id': 388748, 'data_set_name': '可以使用:snt7_universe_all_languagescountry', 'description': '不可使用,仅供参考:ISO Alpha 2 codes for countries in which the companies are incorporated'}
{'id': 163457, 'data_set_name': '可以使用:mdl26_actual_last_y_revenue', 'description': '不可使用,仅供参考:actual last YEAR revenue'}
{'id': 168311, 'data_set_name': '可以使用:credit_risk_global_percentile_score', 'description': '不可使用,仅供参考:Percentile rank of credit risk compared to all companies globally.'}
{'id': 319634, 'data_set_name': '可以使用:pv87_2_bps_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 163217, 'data_set_name': '可以使用:mdl230_us5000_cusip_p50_200ratio', 'description': "不可使用,仅供参考:It is defined as the moving average of a stock's prices in the last 50 days divided by the moving average of its prices in the last 200 days."}
{'id': 166881, 'data_set_name': '可以使用:mdl264_put_call_ratio_10_day_l2', 'description': '不可使用,仅供参考:The probability that the future trend of "10-day median of Put Volume to Call Volume" will be neutral'}
{'id': 295328, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w2_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
{'id': 85975, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_dvd_payout_ratio', 'description': '不可使用,仅供参考:Fraction of net income a firm pays to its shareholders in dividends, in percentage'}
{'id': 86870, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_sales_growth', 'description': '不可使用,仅供参考:A percentage increase or decrease of sales revenue by comparing the current period with the same period in the prior year'}
{'id': 87619, 'data_set_name': '可以使用:illiquid_asset_ratio', 'description': '不可使用,仅供参考:Proportion of assets that are not easily converted to cash.'}
{'id': 85444, 'data_set_name': '可以使用:fnd72_a2_sales_per_empl', 'description': '不可使用,仅供参考:Measure of net sales per 1,000 employees'}
{'id': 319012, 'data_set_name': '可以使用:pv48_r3000_shares_cur', 'description': '不可使用,仅供参考:Current shares for the US 3000 index.'}
{'id': 160172, 'data_set_name': '可以使用:fnd65_totalcap_cusip_nasales', 'description': '不可使用,仅供参考:No change'}
{'id': 78184, 'data_set_name': '可以使用:total_shareholding_value', 'description': '不可使用,仅供参考:Value of shares held by the director at the end of the period.'}
{'id': 160617, 'data_set_name': '可以使用:fnd65_us5000_cusip_p50_200ratio', 'description': "不可使用,仅供参考:It is defined as the moving average of a stock's prices in the last 50 days divided by the moving average of its prices in the last 200 days."}
{'id': 320204, 'data_set_name': '可以使用:pv87_2_nav_af_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 319858, 'data_set_name': '可以使用:pv87_2_ebit_qf_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBIT *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320409, 'data_set_name': '可以使用:pv87_2_netprofit_rep_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 6995, 'data_set_name': '可以使用:anl49_vector_3rdfiscalquartersalesorrevenues', 'description': '不可使用,仅供参考:Third fiscal quarter sales or revenues as reported.'}
{'id': 78450, 'data_set_name': '可以使用:fnd14_mail_county_name', 'description': '不可使用,仅供参考:County of the company mailing address. County is most probable since multiple counties per zip code can exist.'}
{'id': 171416, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_sip', 'description': '不可使用,仅供参考:Short Interest Position: It is defined as the number of shares sold short divided by common shares outstanding'}
{'id': 319174, 'data_set_name': '可以使用:pv52_yse_arca_shares_5_30_min', 'description': '不可使用,仅供参考:Shares from 5 to 30 Minutes'}
{'id': 78031, 'data_set_name': '可以使用:director_total_other_listed_boards_count', 'description': '不可使用,仅供参考:Total number of other listed boards served on by the director.'}
{'id': 160422, 'data_set_name': '可以使用:fnd65_us5000_cusip_cashratio', 'description': '不可使用,仅供参考:It is defined as the most recently reported quarterly cash & equivalents divided by current liabilities.'}
{'id': 320778, 'data_set_name': '可以使用:pv87_2_tbvps_af_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Tangible Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 279248, 'data_set_name': '可以使用:shares_eligible_post_lockup', 'description': '不可使用,仅供参考:Number of shares that can be sold after the lockup period expires.'}
{'id': 169249, 'data_set_name': '可以使用:mdl177_2_liquidityriskfactor_atmcallvol', 'description': '不可使用,仅供参考:At the Money Call Option Implied Volatility'}
{'id': 279749, 'data_set_name': '可以使用:headline_negative_word_count', 'description': '不可使用,仅供参考:Number of negative words identified in the news headline.'}
{'id': 294635, 'data_set_name': '可以使用:count_positive_valuation_summary_fast_d1', 'description': '不可使用,仅供参考:Number of positive sentiment instances for valuation in summary segments.'}
{'id': 295326, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w2_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
{'id': 326159, 'data_set_name': '可以使用:pv87_webweightedavg20_group_ess_revenues', 'description': '不可使用,仅供参考:20-day Weighted average of ESS - Event Sentiment Score for group Revenues'}
{'id': 9676, 'data_set_name': '可以使用:anl83_qawordratio', 'description': '不可使用,仅供参考:number of words of questions/ number of words of answers (NA if no Q&A)'}
{'id': 319199, 'data_set_name': '可以使用:pv52_yse_chicago_shares_60_299_sec', 'description': '不可使用,仅供参考:Shares from 60 to 299 Seconds'}
{'id': 84153, 'data_set_name': '可以使用:unearned_revenue_balance', 'description': '不可使用,仅供参考:Amount of revenue received but not yet earned.'}
{'id': 1247, 'data_set_name': '可以使用:anl11_globalsubseccount', 'description': '不可使用,仅供参考:Global SubSector Count'}
{'id': 320026, 'data_set_name': '可以使用:pv87_2_eps_qf_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 84023, 'data_set_name': '可以使用:quarterly_authorized_shares_count_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Shares Authorized'}
{'id': 85389, 'data_set_name': '可以使用:fnd72_a1_geo_grow_sales_per_sh', 'description': '不可使用,仅供参考:Compound 5-year growth rate in sales per share'}
{'id': 160709, 'data_set_name': '可以使用:fnd65_us5000_cusip_sharechg', 'description': "不可使用,仅供参考:It is defined as the percent change in a company's current number of outstanding shares as compared to the number of shares outstanding one year ago."}
{'id': 6653, 'data_set_name': '可以使用:net_exposure_to_market', 'description': '不可使用,仅供参考:The net exposure to market movements, calculated as long minus short positions.'}
{'id': 160131, 'data_set_name': '可以使用:fnd65_totalcap_cusip_impduration', 'description': "不可使用,仅供参考:It is an equity risk measure based on Macaulay's traditional measure of bond duration. It combines book value, expected growth, expected profitability, and current stock trading price."}
{'id': 171620, 'data_set_name': '可以使用:mdl77_opricemomentumfactor_pc_ratio', 'description': '不可使用,仅供参考:Put/Call Ratio: It is defined as the open interest in 7 near-the-money (1 at-the-money, next 3 above and next 3 below), nearest to expiration put option contracts divided by the open interest in 7 near-the-money (1 at-the-money, next 3 above and next 3 below), nearest to expiration call option contracts.'}
{'id': 171019, 'data_set_name': '可以使用:mdl77_2sensitivityfactor400_apsales', 'description': '不可使用,仅供参考:Asia-Pacific Sales Exposure: It is defined as the annual aggregate sales for Asia-Pacific as reported by the company divided by total annual sales.'}
{'id': 86764, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_cur_ratio', 'description': "不可使用,仅供参考:Ratio to indicate the company's ability to pay back its short-term liabilities with its short-term assets"}
{'id': 321440, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_book_value_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Book Value / Share Consensus Mean'}
{'id': 383400, 'data_set_name': '可以使用:food_products_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the food products industry factor.'}
{'id': 163322, 'data_set_name': '可以使用:mdl230_us5000_cusip_slope4qsales3y', 'description': '不可使用,仅供参考:It is defined as the slope coefficient between monthly dates and the corresponding trailing 12-month sales per share in the prior 12 quarters.'}
{'id': 86089, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_sales_5yr_avg_gr', 'description': '不可使用,仅供参考:Five-year average of sales growth'}
{'id': 158727, 'data_set_name': '可以使用:im_shares_transacted', 'description': '不可使用,仅供参考:Indicates the significance of the aggregate number of shares traded for the insider filing. The number of shares currently transacted is classified into 5 categories (levels 1 to 5) for purchases and sales. Higher numbers indicate more significant size.'}
{'id': 321017, 'data_set_name': '可以使用:pv87_book_value_share_consensus_median', 'description': '不可使用,仅供参考:Book Value / Share Consensus Median'}
{'id': 168385, 'data_set_name': '可以使用:yearly_transcript_document_count', 'description': '不可使用,仅供参考:Number of conference call transcripts analyzed in the past twelve months.'}
{'id': 319882, 'data_set_name': '可以使用:pv87_2_ebitda_af_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 324541, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Revenue Consensus Mean'}
{'id': 320122, 'data_set_name': '可以使用:pv87_2_fcfps_qf_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Financing Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 86090, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_sales_growth', 'description': '不可使用,仅供参考:A percentage increase or decrease in sales revenue by comparing the current period with the same period prior year'}
{'id': 320362, 'data_set_name': '可以使用:pv87_2_netprofit_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 158746, 'data_set_name': '可以使用:market_value_institutional_shares_acquired', 'description': '不可使用,仅供参考:Total value of shares bought by institutions during the reporting period.'}
{'id': 171406, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_nlvolcap', 'description': '不可使用,仅供参考:The natural logarithm of the quotient of the trailing 1-year average of the monthly volume to the trailing 1-year average of monthly market value of outstanding shares.'}
{'id': 319729, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_b_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 2086, 'data_set_name': '可以使用:anl14_median_revenue_fy1', 'description': '不可使用,仅供参考:Median of Estimations of Revenue - Upcoming Year'}
{'id': 159679, 'data_set_name': '可以使用:fnd65_allcap_sedol_cg3ysales', 'description': '不可使用,仅供参考:It is defined as the geometric growth rate of the trailing 12-month sales per share in the last 12 quarters.'}
{'id': 319569, 'data_set_name': '可以使用:pv87_2_affops_qf_matrix_p1_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Adjusted Funds from Operations per Share (AFFOPS) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'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': 170838, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_netcashp', 'description': '不可使用,仅供参考:Net Cash to Equity: It is defined as most recently reported quarterly cash & equivalents less the long-term debt and current debt for a stock divided by its current market value.'}
{'id': 83615, 'data_set_name': '可以使用:fnd3_aacctadj_capitalassetsales_fast_d1', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Proceeds from Sale of Productive Assets'}
{'id': 169929, 'data_set_name': '可以使用:mdl177_historicalgrowthmodel_slope4qsales3y', 'description': '不可使用,仅供参考:Slope of 3-yr TTM Sales Trend Line'}
{'id': 79263, 'data_set_name': '可以使用:accounts_receivable_long_term', 'description': '不可使用,仅供参考:Restricted Cash – Long-Termrepresents cash or cash equivalents that are prepared for specific\r\npurposes, subject to long-term restrictions, and not readily available for operational uses.'}
{'id': 62, 'data_set_name': '可以使用:anl10_cpsrevise_ratio_to_consensus_fq2', 'description': '不可使用,仅供参考:Consensus estimate value for cash per share Q2'}
{'id': 295249, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w1_kmeans_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 5 groups.'}
{'id': 6881, 'data_set_name': '可以使用:anl49_backfill_typeofearningspershare', 'description': '不可使用,仅供参考:The codes used for the type of quarterly earnings per share as reported in Primary=P, Diluted=D'}
{'id': 324316, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_estimate_scale', 'description': '不可使用,仅供参考:Scale of Book Value / Share Estimate'}
{'id': 5731, 'data_set_name': '可以使用:anl40_newcount', 'description': "不可使用,仅供参考:How many directors in this company after today's movement. Due to lack of original data on history file, there is no newCount record before 20160729."}
{'id': 320097, 'data_set_name': '可以使用:pv87_2_fcfps_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Financing Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295334, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w3_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
{'id': 167560, 'data_set_name': '可以使用:industry_default_risk_percentile', 'description': '不可使用,仅供参考:Percentile rank of default likelihood within the same industry.'}
{'id': 383470, 'data_set_name': '可以使用:specific_risk_uncertainty', 'description': '不可使用,仅供参考:The uncertainty or estimation error associated with the specific risk value for the security.'}
{'id': 169285, 'data_set_name': '可以使用:mdl177_2_liquidityriskfactor_numest', 'description': '不可使用,仅供参考:Number of Analyst Coverage'}
{'id': 383344, 'data_set_name': '可以使用:rsk62_risk_backfill_growth', 'description': '不可使用,仅供参考:eps growth'}
{'id': 80732, 'data_set_name': '可以使用:share_based_deferred_awards', 'description': '不可使用,仅供参考:Value of deferred share-based awards outstanding.'}
{'id': 388079, 'data_set_name': '可以使用:oth553_rec_question_ratio', 'description': '不可使用,仅供参考:Ratio of questions in earnings call transcripts related to recommendations.'}
{'id': 388031, 'data_set_name': '可以使用:oth553_a_passiveratio', 'description': '不可使用,仅供参考:Ratio of passive voice in financial text.'}
{'id': 80730, 'data_set_name': '可以使用:service_contract_revenue', 'description': '不可使用,仅供参考:[Quarterly] Service Cost - Domestic'}
{'id': 174536, 'data_set_name': '可以使用:oth460_put_call_ratio_10_day_l1', 'description': "不可使用,仅供参考:The probability that the future trend of '10 Day Median of Put Volume to Call Volume' will fall"}
{'id': 320633, 'data_set_name': '可以使用:pv87_2_roe_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 162146, 'data_set_name': '可以使用:mdl219_3_curratio', 'description': '不可使用,仅供参考:Current ratio calculated as current assets divided by current liabilities for the third module.'}
{'id': 85448, 'data_set_name': '可以使用:fnd72_a2_sales_to_cur_asset', 'description': '不可使用,仅供参考:Current Assets turnover ratio measures how well a company is making use of its current assets in generating sales'}
{'id': 319976, 'data_set_name': '可以使用:pv87_2_ebitdaps_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295466, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w4_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
{'id': 325925, 'data_set_name': '可以使用:pv87_webv2_simpleavg20_group_css_revenues', 'description': '不可使用,仅供参考:20-day Simple average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Revenues'}
{'id': 168371, 'data_set_name': '可以使用:recent_broker_research_document_count', 'description': '不可使用,仅供参考:Number of broker research reports analyzed in the past month.'}
{'id': 162418, 'data_set_name': '可以使用:mdl230_allcap_sedol_ocfratio', 'description': "不可使用,仅供参考:It is defined as a stock's most recently reported quarterly cash flow from operations divided by its current liabilities."}
{'id': 6282, 'data_set_name': '可以使用:anl44_orig_en_sales_coveredby', 'description': '不可使用,仅供参考:Orig EN sales V1 0 0 covered by'}
{'id': 321574, 'data_set_name': '可以使用:pv87_datasecurityandcustomerprivacy_pulse_mean', 'description': '不可使用,仅供参考:Short-term score of Data Security And Customer Privacy topic'}
{'id': 319932, 'data_set_name': '可以使用:pv87_2_ebitda_qf_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 78022, 'data_set_name': '可以使用:current_other_listed_boards_count_2', 'description': '不可使用,仅供参考:Number of other listed boards currently served on by directors (alternate).'}
{'id': 245, 'data_set_name': '可以使用:anl10_ebirevise_ratio_to_consensus_fq2_2604', 'description': '不可使用,仅供参考:Consensus estimate value for earnings before interest Q2'}
{'id': 160470, 'data_set_name': '可以使用:fnd65_us5000_cusip_cv4qsales3y', 'description': "不可使用,仅供参考:It is defined as the standard deviation of prior 12-quarter's trailing 12-month sales per share (SALE) divided by the mean of the SALEs in the same period."}
{'id': 9749, 'data_set_name': '可以使用:gaap_mention_count_qa_questions', 'description': '不可使用,仅供参考:Number of times GAAP is mentioned in Q&A questions.'}
{'id': 320659, 'data_set_name': '可以使用:pv87_2_roe_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 319942, 'data_set_name': '可以使用:pv87_2_ebitdaps_af_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 79358, 'data_set_name': '可以使用:earnings_from_residual_operations', 'description': '不可使用,仅供参考:[Quarterly] Restructuring Charge'}
{'id': 321172, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_book_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Book Value / Share Consensus Mean'}
{'id': 170615, 'data_set_name': '可以使用:mdl77_2gdna_p50_00ratio', 'description': "不可使用,仅供参考:50-200 Day Stock Price Ratio: It is defined as the moving average of a stock's prices in the last 50 days divided by the moving average of its prices in the last 200 days."}
{'id': 324601, 'data_set_name': '可以使用:pv87_revenue_consensus_high_scale', 'description': '不可使用,仅供参考:Scale of Revenue Consensus High'}
{'id': 279503, 'data_set_name': '可以使用:mws46_storyid_story_count', 'description': '不可使用,仅供参考:Story count'}
{'id': 319734, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_b_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320034, 'data_set_name': '可以使用:pv87_2_epsr_af_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5474, 'data_set_name': '可以使用:dividend_estimate_count', 'description': '不可使用,仅供参考:Dividend per share - number of estimations with a delay of 1 quarter'}
{'id': 167556, 'data_set_name': '可以使用:default_risk_sector_percentile', 'description': '不可使用,仅供参考:Percentile rank of default likelihood within the same economic sector.'}
{'id': 78929, 'data_set_name': '可以使用:fn_allowance_for_doubtful_accounts_receivable_a', 'description': '不可使用,仅供参考:For an unclassified balance sheet, a valuation allowance for receivables due a company that are expected to be uncollectible.'}
{'id': 168375, 'data_set_name': '可以使用:recent_news_document_count', 'description': '不可使用,仅供参考:Number of news articles analyzed in the past month.'}
{'id': 323960, 'data_set_name': '可以使用:pv87_pos_earnings_matrix_event_sentiment_score_count', 'description': '不可使用,仅供参考:Count of Event Sentiment Score for type Posearnings'}
{'id': 169, 'data_set_name': '可以使用:anl10_dpsrevise_ratio_to_close_fq2_1572', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for dividends per share Q2'}
{'id': 6933, 'data_set_name': '可以使用:anl49_longtermdebtratioindicator', 'description': '不可使用,仅供参考:Long-term debt ratio indicator'}
{'id': 294895, 'data_set_name': '可以使用:oth384_presentation_paragraphcount', 'description': '不可使用,仅供参考:Paragraph count of the presentation'}
{'id': 85843, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_invent_to_sales', 'description': '不可使用,仅供参考:Ratio of inventory to sales, a way to estimate the number of times the company can turn over its inventory in 1 year'}
{'id': 79291, 'data_set_name': '可以使用:allowance_for_doubtful_accounts', 'description': '不可使用,仅供参考:[Quarterly] Advertising Expense, Supplemental'}
{'id': 320384, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 279866, 'data_set_name': '可以使用:sales_news_mention_count_fast_d1', 'description': '不可使用,仅供参考:Number of news items referencing sales within a specified timeframe.'}
{'id': 320552, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_af_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 85899, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_sales_5yr_avg_gr', 'description': '不可使用,仅供参考:Five-year average of sales growth'}
{'id': 2083, 'data_set_name': '可以使用:anl14_median_revenue_fp3', 'description': '不可使用,仅供参考:Median of estimations of Revenue - upcoming 3 quarters'}
{'id': 83957, 'data_set_name': '可以使用:fnd3_qacctadj_revenue_fast_d1', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Revenue'}
{'id': 295512, 'data_set_name': '可以使用:oth455_customer_roam_w3_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using K-means into 20 groups.'}
{'id': 7247, 'data_set_name': '可以使用:anl69_best_sales_4wk_dn', 'description': '不可使用,仅供参考:Sales 4 wk Down'}
{'id': 2224, 'data_set_name': '可以使用:anl14_numofests_revenue_fy5', 'description': '不可使用,仅供参考:Num of estimations of revenue - upcoming 5 years'}
{'id': 79322, 'data_set_name': '可以使用:common_shares_outstanding', 'description': '不可使用,仅供参考:Number of common shares currently issued and outstanding.'}
{'id': 320751, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 86733, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_accounts_payable_turnover', 'description': '不可使用,仅供参考:Company purchases over average accounts payable'}
{'id': 83751, 'data_set_name': '可以使用:fnd3_q_comstk_divpershare_fast_d1', 'description': '不可使用,仅供参考:Quarterly Common Stock Dividends Per Share'}
{'id': 169256, 'data_set_name': '可以使用:mdl177_2_liquidityriskfactor_cashratio', 'description': '不可使用,仅供参考:Cash & Equivalents-to-Current Liabilities : It is defined as the most recently reported quarterly cash & equivalents divided by current liabilities.'}
{'id': 160294, 'data_set_name': '可以使用:fnd65_totalcap_cusip_salesurp', 'description': '不可使用,仅供参考:It is defined as the most recent reported quarterly sales minus consensus sales forecasts, divided by the standard deviation of sales forecasts.'}
{'id': 295296, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w5_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
{'id': 83122, 'data_set_name': '可以使用:annual_current_unearned_revenue_total_fast_d1', 'description': '不可使用,仅供参考:Total current deferred revenue as of the year.'}
{'id': 169919, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_slope4qsales3y', 'description': '不可使用,仅供参考:Slope of 3-yr TTM Sales Trend Line'}
{'id': 295428, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w1_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
{'id': 170601, 'data_set_name': '可以使用:mdl77_2gdna_nlsales', 'description': "不可使用,仅供参考:Natural Logarithm of TTM Sales: It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales."}
{'id': 158733, 'data_set_name': '可以使用:count_institutional_holders_security', 'description': '不可使用,仅供参考:Number of institutions holding shares of the security as of the report date.'}
{'id': 296736, 'data_set_name': '可以使用:oth699_country_15', 'description': '不可使用,仅供参考:the country from which the user originally signed up to TipRanks when available.'}
{'id': 168431, 'data_set_name': '可以使用:pe_ratio_relative_component_rank', 'description': '不可使用,仅供参考:Global rank for the price-to-earnings ratio component in the valuation model.'}
{'id': 295533, 'data_set_name': '可以使用:oth455_customer_roam_w4_pca_fact3_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 3rd eigenvalue of PCA into 20 groups.'}
{'id': 318979, 'data_set_name': '可以使用:pv48_2000_constituent_totalsharesout', 'description': '不可使用,仅供参考:Total shares outstanding for the 2000 constituent.'}
{'id': 320540, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_af_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 171413, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_rq', 'description': '不可使用,仅供参考:Quick Ratio: It is defined as the current assets less inventories from the most recent quarter divided by the total current liabilities from the most recent quarter.'}
{'id': 324470, 'data_set_name': '可以使用:pv87_qtr_matrix_net_asset_value_share_consensus_mean_numdown', 'description': '不可使用,仅供参考:Number of down revisions of Net Asset Value / Share Consensus Mean'}
{'id': 169475, 'data_set_name': '可以使用:mdl177_2_sensitivityfactor400_lasales', 'description': '不可使用,仅供参考:Latin America Sales Exposure'}
{'id': 1554, 'data_set_name': '可以使用:anl14_cursharesoutstanding', 'description': '不可使用,仅供参考:Current Share Outstanding -'}
{'id': 169409, 'data_set_name': '可以使用:mdl177_2_pricemomentumfactor_pc_ratio', 'description': '不可使用,仅供参考:Put/Call Ratio'}
{'id': 78013, 'data_set_name': '可以使用:bonus_to_compensation_ratio', 'description': '不可使用,仅供参考:Bonus as a proportion of total direct compensation less pension.'}
{'id': 169284, 'data_set_name': '可以使用:mdl177_2_liquidityriskfactor_nlvolcap', 'description': '不可使用,仅供参考:The natural logarithm of the quotient of the trailing 1-year average of the monthly volume to the trailing1-year average of monthly market value of outstanding shares.'}
{'id': 295273, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w3_kmeans_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 5 groups.'}
{'id': 320541, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 2220, 'data_set_name': '可以使用:anl14_numofests_revenue_fy1', 'description': '不可使用,仅供参考:Num of estimations of revenue - upcoming year'}
{'id': 163810, 'data_set_name': '可以使用:mdl26_prsprise_pct_fy2_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) percentage FYEAR2 revenue'}
{'id': 320000, 'data_set_name': '可以使用:pv87_2_eps_af_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 318988, 'data_set_name': '可以使用:pv48_constituent_sharesout', 'description': '不可使用,仅供参考:No field description'}
{'id': 83109, 'data_set_name': '可以使用:annual_avg_diluted_shares_count', 'description': '不可使用,仅供参考:Average number of diluted shares outstanding during the year.'}
{'id': 167876, 'data_set_name': '可以使用:mdl31_v14_ab1_pricesales_current', 'description': '不可使用,仅供参考:Current price to sales ratio'}
{'id': 9710, 'data_set_name': '可以使用:buyside_attendance_count', 'description': '不可使用,仅供参考:Number of buy-side investors present during the conference call.'}
{'id': 79351, 'data_set_name': '可以使用:dividend_per_share_declared', 'description': '不可使用,仅供参考:Dividend per share declared for the period.'}
{'id': 320227, 'data_set_name': '可以使用:pv87_2_nav_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 170842, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_nlprice', 'description': "不可使用,仅供参考:Natural Logarithm of Closing Price: It is defined as the natural logarithm of the cubic of a stock's unadjusted closing price."}
{'id': 85347, 'data_set_name': '可以使用:fnd72_a1_depr_exp_to_net_sales', 'description': '不可使用,仅供参考:Depreciation expense as a percentage of revenue'}
{'id': 324822, 'data_set_name': '可以使用:pv87_total_revenue_standardized_unanticipated_earnings', 'description': '不可使用,仅供参考:Total Revenue Standardized Unanticipated Earnings'}
{'id': 10355, 'data_set_name': '可以使用:mws87_actinvoratiocfoqa', 'description': '不可使用,仅供参考:Number of words of CFO/number of words of executives in Q&A'}
{'id': 168269, 'data_set_name': '可以使用:default_risk_region_percentile_2', 'description': "不可使用,仅供参考:Percentile rank of default risk within the company's geographic region."}
{'id': 163882, 'data_set_name': '可以使用:mdl26_sma_arm_revenue_component', 'description': '不可使用,仅供参考:Model revenue component i.e. portion of final score'}
{'id': 170774, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_rsqr4qsales3y', 'description': '不可使用,仅供参考:The conditional square of the correlation between monthly dates and the corresponding trailing 12-month sales per share in the prior 12 quarters.'}
{'id': 319213, 'data_set_name': '可以使用:pv52_yse_national_outquote_shares', 'description': '不可使用,仅供参考:Outside-the-Quote Shares'}
{'id': 170839, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_nfaldebt', 'description': '不可使用,仅供参考:Net Fixed Assets to Long-term Debt: It is defined as the most recent quarterly reported net fixed assets divided by the total long-term debt.'}
{'id': 7639, 'data_set_name': '可以使用:anl69_sales_best_cur_fiscal_qtr_period', 'description': '不可使用,仅供参考:Current Fiscal Quarter Period D'}
{'id': 383473, 'data_set_name': '可以使用:telecommunications_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the telecommunications services sector factor.'}
{'id': 324535, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Revenue Consensus Mean'}
{'id': 319997, 'data_set_name': '可以使用:pv87_2_eps_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'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': 160544, 'data_set_name': '可以使用:fnd65_us5000_cusip_impduration', 'description': "不可使用,仅供参考:It is an equity risk measure based on Macaulay's traditional measure of bond duration. It combines book value, expected growth, expected profitability, and current stock trading price."}
{'id': 319590, 'data_set_name': '可以使用:pv87_2_bps_af_matrix_p1_b_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 294538, 'data_set_name': '可以使用:answer_chunk_count', 'description': '不可使用,仅供参考:Total number of answer segments analyzed.'}
{'id': 7248, 'data_set_name': '可以使用:anl69_best_sales_4wk_up', 'description': '不可使用,仅供参考:Sales 4 wk Up'}
{'id': 169305, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_aspanratio', 'description': "不可使用,仅供参考:Stock's quarterly operating assets minus its operating liabilities deflated by the lagged total assets"}
{'id': 319158, 'data_set_name': '可以使用:pv52_yse_arca_atquote_shares', 'description': '不可使用,仅供参考:At-the Quote Shares'}
{'id': 279133, 'data_set_name': '可以使用:company_employee_count', 'description': '不可使用,仅供参考:Number of employees at the company.'}
{'id': 7649, 'data_set_name': '可以使用:anl69_sales_market_status', 'description': '不可使用,仅供参考:Market Status'}
{'id': 9772, 'data_set_name': '可以使用:other_cfo_sentence_count_qa', 'description': '不可使用,仅供参考:Total number of sentences spoken by other CFOs in the Q&A section.'}
{'id': 159796, 'data_set_name': '可以使用:fnd65_allcap_sedol_nasales', 'description': '不可使用,仅供参考:It is defined as the annual aggregate sales for North America as reported by the company divided by total annual sales.'}
{'id': 279741, 'data_set_name': '可以使用:earnings_news_mention_count', 'description': '不可使用,仅供参考:Number of news items referencing earnings within a specified timeframe.'}
{'id': 162153, 'data_set_name': '可以使用:mdl219_3_flowratio', 'description': '不可使用,仅供参考:Flow ratio measuring liquidity as current assets minus cash divided by liabilities minus debt for the third module.'}
{'id': 369, 'data_set_name': '可以使用:anl10_ebtrevise_ratio_to_close_fq2_1032', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for earnings before tax Q2'}
{'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': 6528, 'data_set_name': '可以使用:latest_quarterly_value_update_sales', 'description': '不可使用,仅供参考:Date or timestamp when the quarterly sales value was last updated.'}
{'id': 320597, 'data_set_name': '可以使用:pv87_2_roa_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320768, 'data_set_name': '可以使用:pv87_2_tbvps_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Tangible Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 324544, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_estimate_mean', 'description': '不可使用,仅供参考:Mean of Revenue Estimate'}
{'id': 2082, 'data_set_name': '可以使用:anl14_median_revenue_fp2', 'description': '不可使用,仅供参考:Median of Estimations of Revenue - upcoming 2 quarters'}
{'id': 171399, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_monchgsip', 'description': '不可使用,仅供参考:Monthly Change in Short Interest Position: It is defined as the month-to-month change of the ratio of shares sold short divided by common shares outstanding.'}
{'id': 85433, 'data_set_name': '可以使用:fnd72_a2_rd_to_sales', 'description': '不可使用,仅供参考:No longer supported'}
{'id': 295487, 'data_set_name': '可以使用:oth455_customer_roam_w1_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using K-means into 10 groups.'}
{'id': 319707, 'data_set_name': '可以使用:pv87_2_capex_qf_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320395, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 319755, 'data_set_name': '可以使用:pv87_2_cfps_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295274, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w3_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
{'id': 319768, 'data_set_name': '可以使用:pv87_2_cfps_qf_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 168653, 'data_set_name': '可以使用:unsystematic_risk_last_30_days', 'description': '不可使用,仅供参考:Unsystematic Risk Last 30 Days - Relative to SPY'}
{'id': 78034, 'data_set_name': '可以使用:equity_linked_compensation_ratio', 'description': '不可使用,仅供参考:Proportion of equity-linked compensation in total director remuneration.'}
{'id': 319132, 'data_set_name': '可以使用:pv52_asdaq_shares_10_29_sec', 'description': '不可使用,仅供参考:Shares from 10 to 29 Seconds'}
{'id': 320504, 'data_set_name': '可以使用:pv87_2_pretaxprofit_af_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320797, 'data_set_name': '可以使用:pv87_2_tbvps_qf_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Tangible Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 163432, 'data_set_name': '可以使用:country_percentile_rank_float', 'description': '不可使用,仅供参考:Percentile rank of the stock within its country, as a float value.'}
{'id': 319733, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 383476, 'data_set_name': '可以使用:wireless_communications_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the wireless communications sector factor.'}
{'id': 320218, 'data_set_name': '可以使用:pv87_2_nav_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Asset Value (NAV) *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': 320001, 'data_set_name': '可以使用:pv87_2_eps_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320062, 'data_set_name': '可以使用:pv87_2_epsr_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 319885, 'data_set_name': '可以使用:pv87_2_ebitda_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5466, 'data_set_name': '可以使用:cashflow_per_share_max_guidance', 'description': '不可使用,仅供参考:The maximum guidance value for Cash Flow Per Share on an annual basis.'}
{'id': 171320, 'data_set_name': '可以使用:mdl77_historicalgrowthfactor_pctchgqtrsales', 'description': '不可使用,仅供参考:1-yr Change in Sales: It is defined as the growth in most recent reported quarterly sales per share as compared to 4 quarters ago.'}
{'id': 383472, 'data_set_name': '可以使用:specific_risk_variance', 'description': '不可使用,仅供参考:The variance of the specific (idiosyncratic) risk for the security.'}
{'id': 171634, 'data_set_name': '可以使用:mdl77_opricemomentumfactor_visiratio', 'description': "不可使用,仅供参考:The Visibility Ratio: It equals a stock's most recent daily trading volume divided by the average daily trading volume in the previous 50 trading days."}
{'id': 168784, 'data_set_name': '可以使用:lagged_inverse_peg_ratio', 'description': '不可使用,仅供参考:Lagged Inverse of PEG Ratio'}
{'id': 316928, 'data_set_name': '可以使用:pv173_rawratiosmt5yzspreadchgstd20dsbst', 'description': '不可使用,仅供参考:It is defined as the 20-day standard deviation of changeIn 5-year mid z-spreadIn the bond z-spread curve'}
{'id': 672, 'data_set_name': '可以使用:anl10_nerrevise_ratio_to_consensus_fy2_2017', 'description': '不可使用,仅供参考:Consensus estimate value for net earnings rate FY2'}
{'id': 1672, 'data_set_name': '可以使用:anl14_high_revenue_fp2', 'description': '不可使用,仅供参考:The highest estimation of revenue - upcoming 2 quarters'}
{'id': 320081, 'data_set_name': '可以使用:pv87_2_fcfps_af_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Financing Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 319054, 'data_set_name': '可以使用:pv48_russellindex_sharechg', 'description': '不可使用,仅供参考:russellindex sharechg related to the US market index.'}
{'id': 5490, 'data_set_name': '可以使用:earnings_per_share_maximum', 'description': '不可使用,仅供参考:Earnings per share - The highest estimation'}
{'id': 170106, 'data_set_name': '可以使用:mdl177_pricemomentumfactor_rationalalpha', 'description': '不可使用,仅供参考:Rational Decay Alpha'}
{'id': 294842, 'data_set_name': '可以使用:leg2_quantity_frequency_count', 'description': '不可使用,仅供参考:Number of time units for the quantity frequency for the second leg.'}
{'id': 278942, 'data_set_name': '可以使用:info10_expiration_date_simple', 'description': '不可使用,仅供参考:The date when the info10 data record (simple version) is set to expire.'}
{'id': 80552, 'data_set_name': '可以使用:income_from_discontinued_operations', 'description': '不可使用,仅供参考:[Quarterly] Interest Cost - Domestic'}
{'id': 317018, 'data_set_name': '可以使用:pv20_a_ard_tot_liab_and_shareholder_eqy', 'description': '不可使用,仅供参考:ARD Total Liabilities and Shareholders Equity'}
{'id': 6743, 'data_set_name': '可以使用:anl49_3rdfiscalquartersalesorrevenues', 'description': '不可使用,仅供参考:Third fiscal quarter sales or revenues as reported.'}
{'id': 163198, 'data_set_name': '可以使用:mdl230_us5000_cusip_nlsales_usd', 'description': "不可使用,仅供参考:It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales in USD."}
{'id': 78024, 'data_set_name': '可以使用:current_quoted_board_count', 'description': '不可使用,仅供参考:Number of quoted boards the director currently serves on.'}
{'id': 167662, 'data_set_name': '可以使用:mdl307_sales_pct_us', 'description': '不可使用,仅供参考:Fraction of Sale Allocated to US'}
{'id': 383464, 'data_set_name': '可以使用:semiconductors_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the semiconductors industry factor.'}
{'id': 6353, 'data_set_name': '可以使用:anl44_sales_best_eeps_nxt_yr', 'description': '不可使用,仅供参考:sales best eeps nxt yr'}
{'id': 320369, 'data_set_name': '可以使用:pv87_2_netprofit_qf_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 170843, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_nlsales', 'description': "不可使用,仅供参考:Natural Logarithm of TTM Sales: It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales."}
{'id': 321020, 'data_set_name': '可以使用:pv87_book_value_share_difference_scale', 'description': '不可使用,仅供参考:Scale of Book Value / Share Difference'}
{'id': 160749, 'data_set_name': '可以使用:fnd65_us5000_cusip_visiratio', 'description': "不可使用,仅供参考:It equals a stock's most recent daily trading volume divided by the average daily trading volume in the previous 50 trading days."}
{'id': 319232, 'data_set_name': '可以使用:pv52_yse_shares_30_59_sec', 'description': '不可使用,仅供参考:Shares from 30 to 59 Seconds'}
{'id': 324307, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Book Value / Share Consensus Mean'}
{'id': 296240, 'data_set_name': '可以使用:oth567_deltaprimary_country_367', 'description': '不可使用,仅供参考:Country'}
{'id': 383460, 'data_set_name': '可以使用:rsk70_mfm2_usfast_sriskv', 'description': '不可使用,仅供参考:Intermediate specific risk annualized in units of %-squared'}
{'id': 324604, 'data_set_name': '可以使用:pv87_revenue_consensus_mean', 'description': '不可使用,仅供参考:Revenue Consensus Mean'}
{'id': 6831, 'data_set_name': '可以使用:anl49_backfill_estdrelativeperatio', 'description': '不可使用,仅供参考:Estimated Current P/E Ratio divided by the comparable figure for the Composite Index.'}
{'id': 170860, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_yoychgcr', 'description': '不可使用,仅供参考:Year-over-year Change in Current Ratio: It is defined as the most recent reported quarterly current ratio and the current ratio for the same quarter one year ago. Current ratio equals current assets divided by current liabilities.'}
{'id': 319720, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295284, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w4_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
{'id': 319401, 'data_set_name': '可以使用:pv64_out_stal_fund_expense_ratio', 'description': '不可使用,仅供参考:The amount investors pay for expenses incurred in operating a mutual fund (after any waivers).'}
{'id': 326212, 'data_set_name': '可以使用:pv87_weightedavg60_group_v2_0_1_ess_revenues', 'description': '不可使用,仅供参考:60-day Weighted average of ESS - Event Sentiment Score for group Revenues'}
{'id': 162077, 'data_set_name': '可以使用:mdl219_2_flowratio', 'description': '不可使用,仅供参考:Flow ratio measuring liquidity as current assets minus cash divided by liabilities minus debt for the second module.'}
{'id': 170765, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_pctchgqtrsales', 'description': '不可使用,仅供参考:1-yr Change in Sales: It is defined as the growth in most recent reported quarterly sales per share as compared to 4 quarters ago.'}
{'id': 319798, 'data_set_name': '可以使用:pv87_2_dps_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Dividends Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 316931, 'data_set_name': '可以使用:pv173_rawratiosmt5yzspreadzscore60dsbst', 'description': '不可使用,仅供参考:It is defined as the 60-day z-score of 5-year mid z-spreadIn the bond z-spread curve'}
{'id': 9783, 'data_set_name': '可以使用:other_executive_sentence_count_qa', 'description': '不可使用,仅供参考:Total number of sentences spoken by other executives in the Q&A section.'}
{'id': 78965, 'data_set_name': '可以使用:fn_comp_number_of_shares_authorized_a', 'description': '不可使用,仅供参考:Count of unique IDs of industry participants. Industry stands for an aggregate view of all  equity clearance activity for the date, symbol, and transaction type in question.'}
{'id': 324310, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Book Value / Share Consensus Mean'}
{'id': 5606, 'data_set_name': '可以使用:min_basic_shares_guidance', 'description': '不可使用,仅供参考:Shares Basic - Minimum guidance value'}
{'id': 319946, 'data_set_name': '可以使用:pv87_2_ebitdaps_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'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': 2216, 'data_set_name': '可以使用:anl14_numofests_revenue_fp2', 'description': '不可使用,仅供参考:Num of estimations of revenue - upcoming 2 quarters'}
{'id': 294625, 'data_set_name': '可以使用:count_positive_leverage_summary_fast_d1', 'description': '不可使用,仅供参考:Number of positive sentiment instances for leverage in summary segments.'}
{'id': 171412, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_rerror60m', 'description': "不可使用,仅供参考:Regression Error of 60-Month CAPM: It is defined as the standard error of the slope of the least squares regression line for a stock's last 60-month monthly returns against the S&P 500 Index returns."}
{'id': 160671, 'data_set_name': '可以使用:fnd65_us5000_cusip_rationalalpha', 'description': '不可使用,仅供参考:It evaluates stocks based on their historical 12-month market (S&P 500) adjusted excess return (the Y intercept from an OLS regression equation) using a proprietary rational decay function.'}
{'id': 58, 'data_set_name': '可以使用:anl10_cpsrevise_ratio_to_close_fq2', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for cash per share Q2'}
{'id': 383467, 'data_set_name': '可以使用:specialty_chemicals_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the specialty chemicals sector factor.'}
{'id': 320338, 'data_set_name': '可以使用:pv87_2_netprofit_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 83963, 'data_set_name': '可以使用:fnd3_qacctadj_sharesauthorized_fast_d1', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Shares Authorized'}
{'id': 320407, 'data_set_name': '可以使用:pv87_2_netprofit_rep_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 324539, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_consensus_mean_numnochangeunfiltered', 'description': '不可使用,仅供参考:Number of no change revisions (unfiltered) of Revenue Consensus Mean'}
{'id': 319870, 'data_set_name': '可以使用:pv87_2_ebit_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBIT *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 84038, 'data_set_name': '可以使用:quarterly_common_dividend_per_share', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Common Stock Dividends Per Share'}
{'id': 295336, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w3_pca_fact1_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 5 groups.'}
{'id': 85431, 'data_set_name': '可以使用:fnd72_a2_rd_expend_to_net_sales', 'description': '不可使用,仅供参考:No longer supported'}
{'id': 166875, 'data_set_name': '可以使用:mdl264_put_call_erlanger_ratio_class', 'description': "不可使用,仅供参考:Predicted trend of 'Premium Ratio' (1: fall, 2: neutral, 3: move-up)"}
{'id': 5595, 'data_set_name': '可以使用:max_tangible_book_value_per_share_guidance', 'description': '不可使用,仅供参考:Tangible Book Value per Share - maximum guidance value'}
{'id': 320290, 'data_set_name': '可以使用:pv87_2_netdebt_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 383372, 'data_set_name': '可以使用:rsk65_mfm_etfm4_srisk', 'description': '不可使用,仅供参考:Instrument specific risk'}
{'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': 9771, 'data_set_name': '可以使用:other_cfo_sentence_count_presentation', 'description': '不可使用,仅供参考:Total number of sentences spoken by other CFOs in the presentation section.'}
{'id': 163325, 'data_set_name': '可以使用:mdl230_us5000_cusip_sortinoratio', 'description': "不可使用,仅供参考:It is defined as a stock's anualized average monthly total return over the last 36-months less the average annualized 90-Day T-Bill rate over the same period divided by the standard deviation of the stock's monthly returns in months when total return was negative."}
{'id': 7644, 'data_set_name': '可以使用:anl69_sales_best_fperiod_override', 'description': '不可使用,仅供参考:Fiscal Period Override'}
{'id': 168386, 'data_set_name': '可以使用:yearly_transcript_document_count_2', 'description': '不可使用,仅供参考:Number of conference call transcripts analyzed in the past twelve months (alternate source).'}
{'id': 383466, 'data_set_name': '可以使用:software_services_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the software and services sector factor.'}
{'id': 319812, 'data_set_name': '可以使用:pv87_2_dps_qf_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Dividends Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295429, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w1_kmeans_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 5 groups.'}
{'id': 169812, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_cg3ysales_alt', 'description': '不可使用,仅供参考:The geometric growth rate of the trailing 12-month sales per share in the last 12 quarters.'}
{'id': 295438, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w1_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
{'id': 319718, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 383379, 'data_set_name': '可以使用:automobiles_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the automobiles and auto parts sector factor.'}
{'id': 168921, 'data_set_name': '可以使用:mdl177_2_globaldevnorthamerica_v502_aspanratio', 'description': "不可使用,仅供参考:Stock's quarterly operating assets minus its operating liabilities deflated by the lagged total assets"}
{'id': 320347, 'data_set_name': '可以使用:pv87_2_netprofit_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 320336, 'data_set_name': '可以使用:pv87_2_netprofit_af_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295421, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w5_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
{'id': 168425, 'data_set_name': '可以使用:pb_ratio_relative_component_rank', 'description': '不可使用,仅供参考:Global rank for the price-to-book ratio component in the valuation model.'}
{'id': 79266, 'data_set_name': '可以使用:accounts_total_current_assets', 'description': '不可使用,仅供参考:Total current assets as reported in accounts.'}
{'id': 83369, 'data_set_name': '可以使用:fnd3_Q_sharesissued', 'description': '不可使用,仅供参考:Quarterly Shares Issued'}
{'id': 171378, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_cfleverage', 'description': '不可使用,仅供参考:Cash Flow Leverage: It is defined as the total liabilities divided by the trailing 12-month operating cash flow.'}
{'id': 6734, 'data_set_name': '可以使用:anl49_35estd35yrgrowthratesalespershare', '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 Sales per Share.'}
{'id': 294934, 'data_set_name': '可以使用:qa_section_laughter_count_fast_d1', 'description': '不可使用,仅供参考:Number of laughter instances detected in the Q&A section.'}
{'id': 168427, 'data_set_name': '可以使用:pb_ratio_relative_component_rank_v3', 'description': '不可使用,仅供参考:Global rank for the price-to-book ratio component in the valuation model (variant 3).'}
{'id': 295320, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w2_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
{'id': 168336, 'data_set_name': '可以使用:credit_risk_transcripts_component_score_float', 'description': '不可使用,仅供参考:Credit risk score from conference call transcripts, as a floating point value.'}
{'id': 169987, 'data_set_name': '可以使用:mdl177_liquidityriskfactor_nlassets_alt', 'description': '不可使用,仅供参考:Natural Logarithm of Total Assets : It is defined as the natural logarithm of the most recent quarterly reported total assets.'}
{'id': 80734, 'data_set_name': '可以使用:share_capital_expense', 'description': '不可使用,仅供参考:Expenses related to share capital issuance or management.'}
{'id': 5592, 'data_set_name': '可以使用:max_shareholders_equity_guidance', 'description': "不可使用,仅供参考:The maximum guidance value for Total Shareholders' Equity."}
{'id': 383468, 'data_set_name': '可以使用:specialty_retail_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the specialty retail sector factor.'}
{'id': 279694, 'data_set_name': '可以使用:positive_event_ratio_score', 'description': '不可使用,仅供参考:Ratio of positive to total non-neutral events for an entity over a rolling window.'}
{'id': 321026, 'data_set_name': '可以使用:pv87_book_value_share_surprise_scale', 'description': '不可使用,仅供参考:Scale of Book Value / Share Surprise %'}
{'id': 167879, 'data_set_name': '可以使用:mdl31_v14_ab1_pricesales_prior_qtr', 'description': '不可使用,仅供参考:Prior quarter price to sales ratio'}
{'id': 6744, 'data_set_name': '可以使用:anl49_3rdfiscalquartersalesorrevenuesindicator', 'description': '不可使用,仅供参考:Third fiscal quarter sales or revenues indicator'}
{'id': 320137, 'data_set_name': '可以使用:pv87_2_ffops_qf_matrix_p1_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Funds from Operations per Share (FFOPS) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 83328, 'data_set_name': '可以使用:fnd3_Q_comstk_divpershare', 'description': '不可使用,仅供参考:Quarterly Common Stock Dividends Per Share'}
{'id': 83234, 'data_set_name': '可以使用:fnd3_A_sharesauthorized', 'description': '不可使用,仅供参考:Annual Shares Authorized'}
{'id': 324306, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Book Value / Share Consensus Mean'}
{'id': 85886, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_px_to_book_ratio', 'description': '不可使用,仅供参考:Ratio of the stock price to the book value per share'}
{'id': 319694, 'data_set_name': '可以使用:pv87_2_capex_qf_matrix_p1_b_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 86770, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_dvd_payout_ratio', 'description': '不可使用,仅供参考:Fraction of net income a firm pays to its shareholders in dividends, in percentage'}
{'id': 167553, 'data_set_name': '可以使用:default_risk_industry_percentile_v2', 'description': '不可使用,仅供参考:Percentile rank of default likelihood within the same industry group (version 2).'}
{'id': 321254, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_net_asset_value_share_consensus_mean_numnochangeunfiltered', 'description': '不可使用,仅供参考:Number of no change revisions (unfiltered) of Net Asset Value / Share Consensus Mean'}
{'id': 320385, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5564, 'data_set_name': '可以使用:max_book_value_per_share_guidance', 'description': '不可使用,仅供参考:Book value per share - Maximum value among forecasts'}
{'id': 319182, 'data_set_name': '可以使用:pv52_yse_away_exec_shares', 'description': '不可使用,仅供参考:Away Executed Shares'}
{'id': 383363, 'data_set_name': '可以使用:rsk62_risk_nipe', 'description': '不可使用,仅供参考:net income per employee'}
{'id': 319685, 'data_set_name': '可以使用:pv87_2_capex_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 5702, 'data_set_name': '可以使用:sales_min_guidance_value', 'description': '不可使用,仅供参考:Minimum sales guidance for the annual period.'}
{'id': 166292, 'data_set_name': '可以使用:mdl264_call_put_ratio_l1', 'description': '不可使用,仅供参考:The probability that the future trend of "Call Volume to Put Volume" will be fall'}
{'id': 294803, 'data_set_name': '可以使用:oth296_intraday_word_count', 'description': '不可使用,仅供参考:The intraday count of words in earnings call transcripts.'}
{'id': 166879, 'data_set_name': '可以使用:mdl264_put_call_ratio_10_day_class', 'description': '不可使用,仅供参考:Predicted trend of "10-Day Median of Put Volume to Call Volume" (1: fall, 2: neutral, 3: move up)'}
{'id': 320660, 'data_set_name': '可以使用:pv87_2_roe_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 383352, 'data_set_name': '可以使用:rsk62_risk_backfill_qe2d', 'description': '不可使用,仅供参考:debt to equity ratio'}
{'id': 158734, 'data_set_name': '可以使用:count_institutional_sellers_security', 'description': '不可使用,仅供参考:Number of institutions that sold shares of the security in the reporting period.'}
{'id': 295344, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w4_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
{'id': 6605, 'data_set_name': '可以使用:average_idea_duration', 'description': '不可使用,仅供参考:Average age of the trade idea within the selected period.'}
{'id': 5691, 'data_set_name': '可以使用:sales_estimate_median_value', 'description': '不可使用,仅供参考:Sales - Median value among forecasts'}
{'id': 85167, 'data_set_name': '可以使用:sales', 'description': '不可使用,仅供参考:Sales/Turnover (Net)'}
{'id': 324746, 'data_set_name': '可以使用:pv87_sell_tradesignificance_count', 'description': '不可使用,仅供参考:Count of Selling trade significance with 1= low significance 3= high significance'}
{'id': 442, 'data_set_name': '可以使用:anl10_epsrevise_ratio_to_consensus_fq2', 'description': '不可使用,仅供参考:Consensus estimate value for earnings per share Q2'}
{'id': 324618, 'data_set_name': '可以使用:pv87_revenue_of_estimates', 'description': '不可使用,仅供参考:Revenue - # of Estimates'}
{'id': 170257, 'data_set_name': '可以使用:mdl177_valanalystmodel_qva_yoychgshares', 'description': '不可使用,仅供参考:Change in Shares Outstanding Rank'}
{'id': 294591, 'data_set_name': '可以使用:count_neutral_cashflow_answer', 'description': '不可使用,仅供参考:Number of neutral sentiment instances for cash flow in answer segments.'}
{'id': 6458, 'data_set_name': '可以使用:coverage_sources_dividend_per_share', 'description': '不可使用,仅供参考:List or indicator of which data sources have covered the dividend per share forecast.'}
{'id': 168328, 'data_set_name': '可以使用:credit_risk_region_percentile_score_float', 'description': '不可使用,仅供参考:Region-level percentile rank of credit risk as a floating point value.'}
{'id': 80731, 'data_set_name': '可以使用:share_based_awards', 'description': '不可使用,仅供参考:Value of share-based awards granted to employees or management.'}
{'id': 86856, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_px_to_book_ratio', 'description': '不可使用,仅供参考:Ratio of the stock price to the book value per share'}
{'id': 325769, 'data_set_name': '可以使用:pv87_webv2_expavg20_group_event_sentiment_score_revenues', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Revenues'}
{'id': 85168, 'data_set_name': '可以使用:sales_growth', 'description': '不可使用,仅供参考:Growth in Sales (Quarterly)'}
{'id': 278962, 'data_set_name': '可以使用:info10_positive_word_count', 'description': '不可使用,仅供参考:Count of positive words or phrases detected in the event transcript or story.'}
{'id': 86018, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_high_px_to_book_ratio', 'description': "不可使用,仅供参考:Equal to the ratio of a stock's high price divided by the book value per share"}
{'id': 170846, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_ocfratio', 'description': "不可使用,仅供参考:Operating Cash Flow Ratio: It is defined as a stock's most recently reported quarterly cash flow from operations divided by its current liabilities."}
{'id': 168319, 'data_set_name': '可以使用:credit_risk_industry_percentile_score_float_2', 'description': '不可使用,仅供参考:Industry-level percentile rank of credit risk as a floating point value (alternate source).'}
{'id': 167582, 'data_set_name': '可以使用:mdl28_v14_az2_country_rank', 'description': "不可使用,仅供参考:The current 1-100 percentile rank, by country, of a company's 1.year default probabilit"}
{'id': 6793, 'data_set_name': '可以使用:anl49_backfill_annualfiscalearningspershare', 'description': '不可使用,仅供参考:Net income before extraordinary gains and losses divided by the weighted average number of shares outstanding for a given period'}
{'id': 324823, 'data_set_name': '可以使用:pv87_total_revenue_standardized_unanticipated_earnings_scale', 'description': '不可使用,仅供参考:Scale of Total Revenue Standardized Unanticipated Earnings'}
{'id': 320682, 'data_set_name': '可以使用:pv87_2_roe_qf_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 279301, 'data_set_name': '可以使用:nws31_noveltycounts', 'description': '不可使用,仅供参考:The number of similar items on a particular asset within 5 time windows The periods are 12 hours, 24 hours, 3 days, 5 days and 7 days prior to the news item’s timestamp'}
{'id': 321608, 'data_set_name': '可以使用:pv87_dividends_matrix_bee_count', 'description': '不可使用,仅供参考:Count of BEE score that represents the news sentiment of the given story according to the BEE classifier, which specializes in news stories about earnings evaluations for type Dividends'}
{'id': 84152, 'data_set_name': '可以使用:unearned_revenue_acctadj_fast_d1', 'description': '不可使用,仅供参考:Value of deferred revenue (account-adjusted).'}
{'id': 278946, 'data_set_name': '可以使用:info10_expiration_time_simple_fast_d1', 'description': '不可使用,仅供参考:The time of day when the info10 data record (simple version) is set to expire.'}
{'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': 163807, 'data_set_name': '可以使用:mdl26_prsprise_pct_fy1_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) percentage FYEAR1 revenue'}
{'id': 171380, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_curratio', 'description': '不可使用,仅供参考:Current Ratio: It is defined as the reported current assets from the most recent quarter divided by the current liabilities from the most recent quarter.'}
{'id': 169971, 'data_set_name': '可以使用:mdl177_liquidityriskfactor_dfl_alt', 'description': '不可使用,仅供参考:The sum of the trailing 12-month pretax income and the trailing 12-month interest expense divided by the trailing 12-month pretax income.'}
{'id': 174531, 'data_set_name': '可以使用:oth460_put_call_erlanger_ratio_class', 'description': "不可使用,仅供参考:Predicted trend of 'Premium Ratio' (1: fall, 2: neutral, 3: move-up)"}
{'id': 295323, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w2_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
{'id': 319845, 'data_set_name': '可以使用:pv87_2_ebit_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of EBIT *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 167880, 'data_set_name': '可以使用:mdl31_v14_ab1_pricesales_prior_y', 'description': '不可使用,仅供参考:Prior year price to sales ratio'}
{'id': 158747, 'data_set_name': '可以使用:market_value_institutional_shares_disposed', 'description': '不可使用,仅供参考:Total value of shares sold by institutions during the reporting period.'}
{'id': 320035, 'data_set_name': '可以使用:pv87_2_epsr_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295290, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w4_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
{'id': 321301, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_revenue_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Revenue Consensus Mean'}
{'id': 444, 'data_set_name': '可以使用:anl10_epsrevise_ratio_to_consensus_fy2', 'description': '不可使用,仅供参考:Consensus estimate value for earnings per share FY2'}
{'id': 320266, 'data_set_name': '可以使用:pv87_2_netdebt_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
{'id': 295258, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w1_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
{'id': 317785, 'data_set_name': '可以使用:pv20_q_2_ardr_total_shareholders_equity', 'description': '不可使用,仅供参考:ARD Ref Total Shareholders Equity'}
{'id': 294791, 'data_set_name': '可以使用:oth296_daily_topic_count', 'description': '不可使用,仅供参考:The number of times the identified topic is discussed in the particular section of text'}
{'id': 319131, 'data_set_name': '可以使用:pv52_asdaq_shares_0_9_sec', 'description': '不可使用,仅供参考:Shares from 0 to 9 Seconds'}
{'id': 319097, 'data_set_name': '可以使用:pv52_asdaq_bx_shares_30_59_sec', 'description': '不可使用,仅供参考:Shares from 30 to 59 Seconds'}
{'id': 170092, 'data_set_name': '可以使用:mdl177_pricemomentumfactor_p50_200ratio', 'description': '不可使用,仅供参考:50-200 Day Stock Price Ratio'}
========================= 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!!