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617 lines
98 KiB
617 lines
98 KiB
跨境技术溢出效应
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假设
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在全球化产业链中，若一家公司的海外主要客户或供应商拥有强大的技术创新能力（如高研发投入、高专利质量），则该公司可能通过业务关联，获得隐性的知识外溢与技术扩散益处。这种“技术溢出”能提升该公司的运营效率、产品竞争力或降低其研发风险，从而可能在未来转化为超预期的盈利增长与估值提升。市场对这类隐含的、非线性的增长期权可能存在定价不足。
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实施方案
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构建“技术关联强度”因子。识别公司年报或供应链数据中披露的前五大海外客户/供应商，并获取这些关联实体的公开技术创新指标（如人均专利引用量、研发费用增速）。使用加权平均算子，依据交易金额占比为权重，计算公司所关联的海外实体的整体技术强度。使用时序滞后算子，将技术强度数据滞后6-12个月以匹配技术吸收与转化周期，再通过横截面排名评估公司在全市场中的相对技术关联优势。
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阿尔法因子优化建议
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技术溢出的效果受公司自身“吸收能力”调节。建议引入公司自身的研发团队质量（如技术人员占比）、内部研发投入强度作为调节变量，通过交互项算子或条件分层处理（例如，仅在自身研发投入超过行业平均的公司样本中，技术关联强度因子才被启用），以更精准地捕捉那些既拥有外部技术源头、又有能力内部化的优质标的。
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Cross-Border Technology Spillover Effect
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Hypothesis
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In the global industrial chain, if a company's key overseas customers or suppliers possess strong technological innovation capabilities (e.g., high R&D investment, high patent quality), the company may benefit from implicit knowledge spillover and technology diffusion through these business linkages. This "technology spillover" can enhance the company's operational efficiency, product competitiveness, or reduce its R&D risks, potentially translating into unexpected profit growth and valuation appreciation in the future. The market may underprice this implicit, non-linear growth option.
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Implementation Plan
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Construct a "Technology Linkage Intensity" factor. Identify the top five overseas customers/suppliers disclosed in the company's annual reports or supply chain data, and obtain public technological innovation metrics for these linked entities (e.g., patent citations per capita, R&D expense growth rate). Use a weighted average operator, with transaction amount proportion as weights, to calculate the aggregated technological strength of the overseas entities linked to the company. Apply a time-series lag operator to lag the technology strength data by 6-12 months to account for technology absorption and conversion cycles, then assess the company's relative technological linkage advantage across the market via cross-sectional ranking.
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Alpha Factor Optimization Suggestion
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The effect of technology spillover is moderated by the company's own "absorptive capacity." It is suggested to introduce the quality of the company's own R&D team (e.g., proportion of technical staff) and internal R&D intensity as moderating variables. Through interaction term operators or conditional stratification (e.g., enabling the Technology Linkage Intensity factor only within the subsample of companies whose own R&D investment exceeds the industry average), the factor can more precisely identify high-quality targets that possess both external technology sources and the internal capability to assimilate them.
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*=========================================================================================*
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输出格式：
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输出必须是且仅是纯文本。
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每一行是一个完整、独立、语法正确的WebSim表达式。
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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。
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===================== !!! 重点(输出方式) !!! =====================
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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。
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不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
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**输出格式**(一行一个表达式, 每个表达式中间需要添加一个空行, 只要表达式本身, 不需要赋值, 不要解释, 不需要序号, 也不要输出多余的东西)：
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表达式
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表达式
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表达式
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...
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表达式
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=================================================================
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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。
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以下是我的账号有权限使用的操作符, 请严格按照操作符, 以及我提供的数据集, 进行生成,组合 100 个 alpha：
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不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
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=================================================================
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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
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ts_arg_min divide ts_corr multiply if_else ts_sum ts_delay group_zscore ts_arg_max ts_std_de ts_backfill
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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
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以下是我的账号有权限使用的操作符, 请严格按照操作符, 进行生成,组合因子
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========================= 操作符开始 =======================================
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注意: Operator: 后面的是操作符(是可以使用的),
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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
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特别注意!!!! 必须按照操作符字段Operator的使用说明生成 alphaOperator: abs(x)
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Description: Absolute value of x
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Operator: add(x, y, filter = false)
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Description: Add all inputs (at least 2 inputs required). If filter = true, filter all input NaN to 0 before adding
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Operator: densify(x)
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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
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Operator: divide(x, y)
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Description: x / y
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Operator: inverse(x)
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Description: 1 / x
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Operator: log(x)
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Description: Natural logarithm. For example: Log(high/low) uses natural logarithm of high/low ratio as stock weights.
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Operator: max(x, y, ..)
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Description: Maximum value of all inputs. At least 2 inputs are required
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Operator: min(x, y ..)
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Description: Minimum value of all inputs. At least 2 inputs are required
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Operator: multiply(x ,y, ... , filter=false)
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Description: Multiply all inputs. At least 2 inputs are required. Filter sets the NaN values to 1
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Operator: power(x, y)
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Description: x ^ y
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Operator: reverse(x)
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Description: - x
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Operator: sign(x)
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Description: if input > 0, return 1; if input < 0, return -1; if input = 0, return 0; if input = NaN, return NaN;
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Operator: signed_power(x, y)
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Description: x raised to the power of y such that final result preserves sign of x
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Operator: sqrt(x)
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Description: Square root of x
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Operator: subtract(x, y, filter=false)
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Description: x-y. If filter = true, filter all input NaN to 0 before subtracting
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Operator: and(input1, input2)
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Description: Logical AND operator, returns true if both operands are true and returns false otherwise
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Operator: if_else(input1, input2, input 3)
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Description: If input1 is true then return input2 else return input3.
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Operator: input1 < input2
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Description: If input1 < input2 return true, else return false
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Operator: input1 <= input2
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Description: Returns true if input1 <= input2, return false otherwise
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Operator: input1 == input2
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Description: Returns true if both inputs are same and returns false otherwise
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Operator: input1 > input2
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Description: Logic comparison operators to compares two inputs
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Operator: input1 >= input2
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Description: Returns true if input1 >= input2, return false otherwise
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Operator: input1!= input2
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Description: Returns true if both inputs are NOT the same and returns false otherwise
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Operator: is_nan(input)
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Description: If (input == NaN) return 1 else return 0
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Operator: not(x)
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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).
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Operator: or(input1, input2)
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Description: Logical OR operator returns true if either or both inputs are true and returns false otherwise
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Operator: days_from_last_change(x)
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Description: Amount of days since last change of x
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Operator: hump(x, hump = 0.01)
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Description: Limits amount and magnitude of changes in input (thus reducing turnover)
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Operator: kth_element(x, d, k)
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Description: Returns K-th value of input by looking through lookback days. This operator can be used to backfill missing data if k=1
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Operator: last_diff_value(x, d)
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Description: Returns last x value not equal to current x value from last d days
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Operator: ts_arg_max(x, d)
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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
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Operator: ts_arg_min(x, d)
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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.
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Operator: ts_av_diff(x, d)
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Description: Returns x - tsmean(x, d), but deals with NaNs carefully. That is NaNs are ignored during mean computation
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Operator: ts_backfill(x,lookback = d, k=1, ignore="NAN")
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Description: Backfill is the process of replacing the NAN or 0 values by a meaningful value (i.e., a first non-NaN value)
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Operator: ts_corr(x, y, d)
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Description: Returns correlation of x and y for the past d days
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Operator: ts_count_nans(x ,d)
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Description: Returns the number of NaN values in x for the past d days
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Operator: ts_covariance(y, x, d)
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Description: Returns covariance of y and x for the past d days
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Operator: ts_decay_linear(x, d, dense = false)
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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.
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Operator: ts_delay(x, d)
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Description: Returns x value d days ago
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Operator: ts_delta(x, d)
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Description: Returns x - ts_delay(x, d)
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Operator: ts_mean(x, d)
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Description: Returns average value of x for the past d days.
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Operator: ts_product(x, d)
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Description: Returns product of x for the past d days
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Operator: ts_quantile(x,d, driver="gaussian" )
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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.
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Operator: ts_rank(x, d, constant = 0)
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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.
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Operator: ts_regression(y, x, d, lag = 0, rettype = 0)
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Description: Returns various parameters related to regression function
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Operator: ts_scale(x, d, constant = 0)
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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
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Operator: ts_std_dev(x, d)
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Description: Returns standard deviation of x for the past d days
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Operator: ts_step(1)
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Description: Returns days' counter
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Operator: ts_sum(x, d)
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Description: Sum values of x for the past d days.
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Operator: ts_zscore(x, d)
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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.
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Operator: normalize(x, useStd = false, limit = 0.0)
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Description: Calculates the mean value of all valid alpha values for a certain date, then subtracts that mean from each element
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Operator: quantile(x, driver = gaussian, sigma = 1.0)
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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
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Operator: rank(x, rate=2)
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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
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Operator: scale(x, scale=1, longscale=1, shortscale=1)
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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
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Operator: winsorize(x, std=4)
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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.
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Operator: zscore(x)
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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
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Operator: vec_avg(x)
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Description: Taking mean of the vector field x
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Operator: vec_sum(x)
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Description: Sum of vector field x
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Operator: bucket(rank(x), range="0, 1, 0.1" or buckets = "2,5,6,7,10")
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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
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Operator: trade_when(x, y, z)
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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
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Operator: group_backfill(x, group, d, std = 4.0)
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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
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Operator: group_mean(x, weight, group)
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Description: All elements in group equals to the mean
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Operator: group_neutralize(x, group)
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Description: Neutralizes Alpha against groups. These groups can be subindustry, industry, sector, country or a constant
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Operator: group_rank(x, group)
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Description: Each elements in a group is assigned the corresponding rank in this group
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Operator: group_scale(x, group)
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Description: Normalizes the values in a group to be between 0 and 1. (x - groupmin) / (groupmax - groupmin)
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Operator: group_zscore(x, group)
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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.
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========================= 操作符结束 =======================================
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========================= 数据字段开始 =======================================
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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)
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{'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.'}
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{'data_set_name': '可以使用:top300_factor3_group10_score', 'description': '不可使用,仅供参考:Third factor score for top 300 securities, grouped into 10 clusters.'}
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{'data_set_name': '可以使用:pv52_yse_shares_60_299_sec', 'description': '不可使用,仅供参考:Shares from 60 to 299 Seconds'}
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{'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_css_investor_relations', 'description': '不可使用,仅供参考:20-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Investor Relations'}
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{'data_set_name': '可以使用:health_services_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the health services industry factor.'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_z_trend2', 'description': '不可使用,仅供参考:14-day Volume weighted average of Trend of Sentiment'}
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{'data_set_name': '可以使用:pv87_2_roe_af_matrix_p1_b_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))'}
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{'data_set_name': '可以使用:fnd65_allcap_sedol_curratio', 'description': '不可使用,仅供参考:It is defined as the reported current assets from the most recent quarter divided by the current liabilities from the most recent quarter.'}
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{'data_set_name': '可以使用:short_term_price_momentum_score_3', 'description': '不可使用,仅供参考:Score for price momentum over a short-term period, such as 3 months or 1 week (alternate module).'}
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{'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w5_pca_fact3_cluster_20', '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 20 groups.'}
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{'data_set_name': '可以使用:pv87_webweightedavg20_group_ess_all', 'description': '不可使用,仅供参考:20-day Weighted average of ESS - Event Sentiment Score for group All'}
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{'data_set_name': '可以使用:mdl77_2pricemomemtummodel_rationalalpha', 'description': '不可使用,仅供参考:Rational Decay Alpha: 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.'}
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{'data_set_name': '可以使用:anl49_backfill_salesorrevenues', 'description': '不可使用,仅供参考:Total sales revenue less returns, allowances; and sales discounts; also known as net sales.'}
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{'data_set_name': '可以使用:anl44_eps_ratio_best_cur_fiscal_qtr_period', 'description': '不可使用,仅供参考:eps ratio best cur fiscal qtr period'}
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{'data_set_name': '可以使用:max_reported_eps_guidance_2', 'description': '不可使用,仅供参考:Reported Earnings Per Share - Maximum guidance value for the annual period'}
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{'data_set_name': '可以使用:other_executive_singular_plural_pronoun_ratio_presentation', 'description': '不可使用,仅供参考:Ratio of singular to plural pronouns used by other executives in the presentation section.'}
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{'data_set_name': '可以使用:oth460_technical_dma_high_class', 'description': '不可使用,仅供参考:Predicted trend of 6-Day Moving Average of the stock\'s daily high value" (1: fall, 2: neutral, 3: move-up)"'}
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{'data_set_name': '可以使用:pv87_book_value_share_actual', 'description': '不可使用,仅供参考:Book Value / Share Actual'}
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{'data_set_name': '可以使用:sector_value_momentum_rank_float', 'description': '不可使用,仅供参考:Precise sector-relative value-momentum ranking as a floating-point value.'}
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{'data_set_name': '可以使用:pv87_2_roa_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:other_participant_fkgl_score_qa', 'description': '不可使用,仅供参考:Flesch-Kincaid Grade Level (FKGL) for other participants in Q&A section.'}
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{'data_set_name': '可以使用:mdl177_historicalgrowthfactor_pctchgfcf', 'description': "不可使用,仅供参考:1-yr Growth in TTM Free Cash Flow : It is defined as the percent change in a stock's most recent trailing 12-month free cash flow per share (FCF) as compared to the FCF 4 quarters ago."}
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{'data_set_name': '可以使用:anl44_sales_best_cur_fiscal_qtr_period', 'description': '不可使用,仅供参考:sales best cur fiscal qtr period'}
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{'data_set_name': '可以使用:pv87_v2_weightedavg60_group_event_sentiment_score_labor_issues', 'description': '不可使用,仅供参考:60-day Weighted average of Event Sentiment Score for group Labor Issues'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_z_range', 'description': '不可使用,仅供参考:14-day Volume weighted average of Range of Sentiment'}
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{'data_set_name': '可以使用:aerospace_defense_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the aerospace and defense sector factor.'}
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{'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_quick_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 liquid assets"}
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{'data_set_name': '可以使用:mdl230_totalcap_cusip_cashsale', 'description': '不可使用,仅供参考:It is defined as the average cash & equivalents in the trailing 12-month divided by the trailing 12-month sales.'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivcall1', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near in-the-money and out-of-the-money call options with volume used as weight factor'}
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{'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_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.'}
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{'data_set_name': '可以使用:fnd72_q2_repay_ratio', 'description': '不可使用,仅供参考:Measures the percentage of excess cash flow to reimbursement of long-term debts'}
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{'data_set_name': '可以使用:mdl177_2_historicalgrowthfactor_chgepsp', 'description': '不可使用,仅供参考:The difference between the most recently reported trailing 12-month earnings per share and that of 4 quarters ago for a stock deflated by its month-end trading price.'}
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{'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oiivcallmputs7', 'description': '不可使用,仅供参考:implied volatility of near out call minus put options with the same strike prices, which are in the money'}
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{'data_set_name': '可以使用:oth455_partner_roam_w1_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
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|
{'data_set_name': '可以使用:mdl77_2gdna_totalsaleg', 'description': "不可使用,仅供参考:Yearly TTM Total Sales Growth Rate: It is defined as the percent change in a company's trailing 12-month total sales (TOTSALE) as compared to the TOTSALE one year ago."}
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|
{'data_set_name': '可以使用:avg_recommend_to_peer_score', 'description': '不可使用,仅供参考:Average score indicating if reviewers would recommend the company to a friend.'}
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|
{'data_set_name': '可以使用:pv87_customerwelfareindustrypercentile_momentum_mean', 'description': '不可使用,仅供参考:Trailing 12m score of Customer Welfare topic'}
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|
{'data_set_name': '可以使用:pv87_productqualityandsafety_insight_mean', 'description': '不可使用,仅供参考:Long-term score of Product Quality And Safety topic'}
|
|
{'data_set_name': '可以使用:oth455_customer_roam_w2_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
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|
{'data_set_name': '可以使用:info10_tone_score', 'description': '不可使用,仅供参考:Overall sentiment score for the event transcript or story in the info10 module.'}
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|
{'data_set_name': '可以使用:share_redemption_premium', 'description': '不可使用,仅供参考:Share redemption premium reported for the annual period.'}
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|
{'data_set_name': '可以使用:fnd3_aacctadj_comstk_divpershare', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Common Stock Dividends Per Share'}
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|
{'data_set_name': '可以使用:fnd72_a1_net_non_oper_loss_yr_growth', 'description': '不可使用,仅供参考:Percentage change in net non-operating loss from last year to the current year'}
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|
{'data_set_name': '可以使用:anl44_best_pe_ratio', 'description': '不可使用,仅供参考:best pe ratio'}
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|
{'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_fcfghc', 'description': '不可使用,仅供参考:1-yr Chg in Assets-adj TTM Free Cash Flow: It is defined as the trailing 12-month free cash flow minus 4 quarters ago trailing 12-month free cash flow divided by the average total assets.'}
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|
{'data_set_name': '可以使用:oth455_customer_roam_w2_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
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|
{'data_set_name': '可以使用:mdl262_sales_ev', 'description': '不可使用,仅供参考:Sales to Enterprise value ratio of Predictive models'}
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|
{'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'}
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|
{'data_set_name': '可以使用:pv87_revenue_standard_deviation_scale', 'description': '不可使用,仅供参考:Scale of Revenue - Standard Deviation'}
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|
{'data_set_name': '可以使用:fnd28_growthratesa_value_08646a', 'description': '不可使用,仅供参考:value of annual field: Operating Income Growth'}
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|
{'data_set_name': '可以使用:pv87_eps_lt_growth_consensus_low', 'description': '不可使用,仅供参考:EPS LT Growth Consensus Low (%)'}
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|
{'data_set_name': '可以使用:pv87_indrank_item_5030_364', 'description': '不可使用,仅供参考:Industry ranked item score for item 364 in topic Management Of The Legal Regulatory Environment'}
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|
{'data_set_name': '可以使用:sales_surprise_score', 'description': '不可使用,仅供参考:Sales Surprise'}
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|
{'data_set_name': '可以使用:oth455_partner_n2v_p50_q200_w4_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
|
|
{'data_set_name': '可以使用:pv87_2_capex_qf_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:mdl262_saleq_profitability_profitability1', 'description': '不可使用,仅供参考:1st profitability field of Sales/Turnover (Net)'}
|
|
{'data_set_name': '可以使用:fnd72_q1_depr_exp_yr_growth', 'description': '不可使用,仅供参考:Percentage increase or decrease of depreciation expenses by comparing current period with same period prior year'}
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|
{'data_set_name': '可以使用:pv87_2_netdebt_qf_matrix_p1_b_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_v2_weightedavg60_group_nip_revenues', 'description': '不可使用,仅供参考:60-day Weighted average of NIP score that represents the degree of impact a news flash has on the market over the following two-hour period for group Revenues'}
|
|
{'data_set_name': '可以使用:energy_sector_factor4_group2_score', 'description': '不可使用,仅供参考:Fourth factor score for energy sector, grouped into 2 clusters.'}
|
|
{'data_set_name': '可以使用:star_si_cap_rank', 'description': '不可使用,仅供参考:the market cap group 1~100 percentile rank of the stock versus all other US trading stocks'}
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|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_pfcghc', 'description': '不可使用,仅供参考:The difference between the trailing 12-month cash flow per share and that of 12 quarters ago for a stock divided by its trading price.'}
|
|
{'data_set_name': '可以使用:comm_sector_factor2_group5_score', 'description': '不可使用,仅供参考:Second factor score for communications sector, grouped into 5 clusters.'}
|
|
{'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oithetacall8', 'description': '不可使用,仅供参考:theta of near in call options'}
|
|
{'data_set_name': '可以使用:mdl109_es_sale_ntm_r3m', 'description': '不可使用,仅供参考:NTM revenue revision, 3M'}
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|
{'data_set_name': '可以使用:pv87_prv2_expavg20_group_event_sentiment_score_labor_issues', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Labor Issues'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_mean_std', 'description': '不可使用,仅供参考:14-day Volume weighted average of Standard deviation of Sentiment Average'}
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|
{'data_set_name': '可以使用:pv87_v2_simpleavg20_group_event_sentiment_score_equity_actions', 'description': '不可使用,仅供参考:20-day Simple average of Event Sentiment Score for group Equity Actions'}
|
|
{'data_set_name': '可以使用:anl49_backfill_cashflowpershareindicator', 'description': '不可使用,仅供参考:Cash flow per share indicator'}
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|
{'data_set_name': '可以使用:pv87_web_weightedavg20_group_css_earnings', 'description': '不可使用,仅供参考:20-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Earnings'}
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|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_salesaccel4q', 'description': '不可使用,仅供参考:4-Quarter Sales Acceleration: It is defined as the slope of the regression line between year-over-year sales growth and time.'}
|
|
{'data_set_name': '可以使用:anl14_numofests_revenue_fy3', 'description': '不可使用,仅供参考:Num of Estimations of Revenue - upcoming 3 years'}
|
|
{'data_set_name': '可以使用:anl10_fcfpast_det_excflag_1633', 'description': '不可使用,仅供参考:Exclusion flag for free cash flow estimates'}
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|
{'data_set_name': '可以使用:mws50_country_code', 'description': "不可使用,仅供参考:The two character ISO-3166 country code associated with an entity. Companies and organizations are associated with the country of incorporation, currencies are associated with the country where the central bank resides, and commodities are global and not associated with specific countries, so their COUNTRY_CODE label is 'XX'"}
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|
{'data_set_name': '可以使用:pv87_buy_sharesdivhold_sum', 'description': '不可使用,仅供参考:Sum of Buying Shares / Holdings'}
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|
{'data_set_name': '可以使用:pv87_2_pretaxprofit_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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|
{'data_set_name': '可以使用:mdl354_group_pt1sale_ev', 'description': '不可使用,仅供参考:Revenue/TEV'}
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|
{'data_set_name': '可以使用:anl69_eqy_dvd_ex_flag', 'description': '不可使用,仅供参考:Ex-Dividend Flag'}
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|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_y3fcq4rqsr', 'description': '不可使用,仅供参考:R-Sqr of 3-yr TTM Cash Flow Trend Line: It is defined as the conditional square of the correlation between monthly dates and the corresponding trailing 12-month cash flow per share in the prior 12 quarters.'}
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|
{'data_set_name': '可以使用:pv87_2_epsr_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:fnd65_totalcap_cusip_curratio', 'description': '不可使用,仅供参考:It is defined as the reported current assets from most recent quarter divided by the current liabilities from most recent quarter.'}
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|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivcallmput9', 'description': '不可使用,仅供参考:Weighted average Implied volatility for deep in-the-money call and put options with volume used as weight factor'}
|
|
{'data_set_name': '可以使用:oth460_share_chg_l2', 'description': '不可使用,仅供参考:The probability that the future trend of YoY change in share count" will be neutral"'}
|
|
{'data_set_name': '可以使用:mdl15_mixed_score', 'description': '不可使用,仅供参考:Probability of outperformance in the next 6 months is measured by this score.'}
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|
{'data_set_name': '可以使用:oth432_saleq_profitability_profitability4', 'description': '不可使用,仅供参考:4th profitability field of Sales/Turnover (Net)'}
|
|
{'data_set_name': '可以使用:mdl37_bk_global_rank', 'description': "不可使用,仅供参考:The global 1-100 percentile rank of a company's 1-year default probability"}
|
|
{'data_set_name': '可以使用:anl69_cest_sales', 'description': '不可使用,仅供参考:Sales'}
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|
{'data_set_name': '可以使用:mdl177_historicalgrowthfactor_chgocfp', 'description': '不可使用,仅供参考:The difference between the most recently reported trailing 12-month operating cash flow per share and that of 4 quarters ago for a stock divided by its trading price.'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_mean_tsrank', 'description': '不可使用,仅供参考:14-day Volume weighted average of End-of-day time series rank of Sentiment Average'}
|
|
{'data_set_name': '可以使用:sales_revenue_total_2', 'description': '不可使用,仅供参考:Total sales or revenue generated during the period.'}
|
|
{'data_set_name': '可以使用:anl44_second_en_sales_value', 'description': '不可使用,仅供参考:sales value'}
|
|
{'data_set_name': '可以使用:management_ethics_industry_rank', 'description': '不可使用,仅供参考:Company’s rank within its industry peer group for management standards and ethics.'}
|
|
{'data_set_name': '可以使用:pv87_2_ebitda_qf_matrix_p1_b_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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|
{'data_set_name': '可以使用:credit_risk_country_percentile_score_float_3', 'description': '不可使用,仅供参考:Country-level percentile rank of credit risk as a floating point value (third source).'}
|
|
{'data_set_name': '可以使用:pv87_revenue_surprise', 'description': '不可使用,仅供参考:Revenue Surprise %'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_z_tsrank', 'description': '不可使用,仅供参考:28-day Volume weighted average of End-of-day time series rank of Sentiment'}
|
|
{'data_set_name': '可以使用:mdl177_fa_aspanratio', 'description': '不可使用,仅供参考:Attention Span Ratio'}
|
|
{'data_set_name': '可以使用:mid_term_price_momentum_score_2', 'description': '不可使用,仅供参考:Score for price momentum over a medium-term period, such as 6 months.'}
|
|
{'data_set_name': '可以使用:fnd2_itxreclnondeductibleexp', 'description': '不可使用,仅供参考:Amount of the difference between reported income tax expense (benefit) and expected income tax expense (benefit) computed by applying the domestic federal statutory income tax rates to pretax income (loss) from continuing operations attributable to nondeductible expenses.'}
|
|
{'data_set_name': '可以使用:mdl177_2_globaldevnorthamerica_v502_totalsaleg', 'description': "不可使用,仅供参考:Yearly TTM Total Sales Growth Rate : It is defined as the percent change in a company's trailing 12-month total sales (TOTSALE) as compared to the TOTSALE one year ago."}
|
|
{'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_cash_flow_share_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Cash Flow / Share Consensus Mean'}
|
|
{'data_set_name': '可以使用:mdl230_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.'}
|
|
{'data_set_name': '可以使用:pv87_indrank_item_1030_350', 'description': '不可使用,仅供参考:Industry ranked item score for item 350 in topic Energy Management'}
|
|
{'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p10_q50_w3_kmeans_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using K-means into 5 groups.'}
|
|
{'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w3_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.'}
|
|
{'data_set_name': '可以使用:fnd72_a1_liab_growth', 'description': '不可使用,仅供参考:Percentage change in total liabilities from last year to the current year'}
|
|
{'data_set_name': '可以使用:pv87_webv2_expavg20_group_event_sentiment_score_stock_prices', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Stock Prices'}
|
|
{'data_set_name': '可以使用:pv87_v2_expavg20_group_css_partnerships', 'description': '不可使用,仅供参考:20-day Exponential average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Partnerships'}
|
|
{'data_set_name': '可以使用:mdl77_garpanalystmodel_qgp_growthval', 'description': '不可使用,仅供参考:Growth Valuation : Growth Valuation'}
|
|
{'data_set_name': '可以使用:electrical_equipment_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the electrical equipment sector factor.'}
|
|
{'data_set_name': '可以使用:pv87_v2_simpleavg60_group_event_sentiment_score_price_targets', 'description': '不可使用,仅供参考:60-day Simple average of Event Sentiment Score for group Price Targets'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_std_tsrank', 'description': '不可使用,仅供参考:28-day Volume weighted average of End-of-day time series rank of Sentiment Standard deviation'}
|
|
{'data_set_name': '可以使用:oth432_saleq_profitability_profitability8', 'description': '不可使用,仅供参考:8th profitability field of Sales/Turnover (Net)'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w4_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
|
|
{'data_set_name': '可以使用:buyside_cli_score_qa', 'description': '不可使用,仅供参考:Coleman–Liau Index (CLI) for buy-side investors in Q&A section.'}
|
|
{'data_set_name': '可以使用:pv87_interval_slippageinterval_volume_rankcorrel', 'description': '不可使用,仅供参考:Rank correlation between interval slippage and volume'}
|
|
{'data_set_name': '可以使用:pv87_2_eps_qf_matrix_all_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))'}
|
|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volthetacallmput9', 'description': '不可使用,仅供参考:Weighted average Theta for deep in-the-money call and put options with volume used as weight factor'}
|
|
{'data_set_name': '可以使用:current_price_to_intrinsic_value_ratio', 'description': '不可使用,仅供参考:Ratio of the current share price to the calculated intrinsic value.'}
|
|
{'data_set_name': '可以使用:pv87_daily_qtr_matrix_book_value_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Book Value / Share Consensus Mean'}
|
|
{'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w3_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.'}
|
|
{'data_set_name': '可以使用:mdl177_2_managementqualityfactor_sga', 'description': '不可使用,仅供参考:SG&A Expenses-to-Sales : It is defined as the trailing 12-month selling, general management, and administration expenses divided by the trailing 12-month sales.'}
|
|
{'data_set_name': '可以使用:pv87_weightedavg1_group_ess_revenues', 'description': '不可使用,仅供参考:1-day Weighted average of ESS - Event Sentiment Score for group Revenues'}
|
|
{'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_event_sentiment_score_assets', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Assets'}
|
|
{'data_set_name': '可以使用:pv87_prv2_simpleavg1_group_event_sentiment_score_acquisitions_mergers', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for group Acquisitions Mergers'}
|
|
{'data_set_name': '可以使用:pv87_prv2_expavg60_group_css_partnerships', 'description': '不可使用,仅供参考:60-day Exponential average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Partnerships'}
|
|
{'data_set_name': '可以使用:assetutilization_neutral_score', 'description': '不可使用,仅供参考:Neutral sentiment score for asset utilization in a transcript chunk.'}
|
|
{'data_set_name': '可以使用:pv87_v2_weightedavg60_group_css_credit_ratings', 'description': '不可使用,仅供参考:60-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Credit Ratings'}
|
|
{'data_set_name': '可以使用:pv87_2_bps_qf_matrix_all_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))'}
|
|
{'data_set_name': '可以使用:news_pct_10min', 'description': '不可使用,仅供参考:The percent change in price in the first 10 minutes following the news release'}
|
|
{'data_set_name': '可以使用:pv87_2_dps_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Dividends Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:mdl230_us5000_cusip_flowratio', 'description': '不可使用,仅供参考:It is defined as the difference between current assets and cash & equivalents divided by the difference between current liabilities and short-term debt. All items are from the most recent quarter.'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p10_q50_w4_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using K-means into 20 groups.'}
|
|
{'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'}
|
|
{'data_set_name': '可以使用:mdl262_trkdpitpredictiverndexpense_mad_act', 'description': '不可使用,仅供参考:Mean Absolute Deviation of scaled actual value of Research&Development Expense'}
|
|
{'data_set_name': '可以使用:social_pillar_composite_score', 'description': '不可使用,仅供参考:Aggregated score representing company’s overall social performance.'}
|
|
{'data_set_name': '可以使用:pv87_hitscore_wordcount_mean', 'description': '不可使用,仅供参考:Mean of Total number of words in the Post'}
|
|
{'data_set_name': '可以使用:snt26_topranking_10', 'description': '不可使用,仅供参考:The top ranking'}
|
|
{'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.'}
|
|
{'data_set_name': '可以使用:pv87_v2_simpleavg60_group_event_sentiment_score_legal', 'description': '不可使用,仅供参考:60-day Simple average of Event Sentiment Score for group Legal'}
|
|
{'data_set_name': '可以使用:pv87_2_capex_qf_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_scores_uncertaintypartnormscr_std', 'description': '不可使用,仅供参考:Standard deviation of Uncertainity partial score'}
|
|
{'data_set_name': '可以使用:pv87_v2_weightedavg20_group_event_sentiment_score_assets', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Assets'}
|
|
{'data_set_name': '可以使用:buyback_yield_relative_component_rank', 'description': '不可使用,仅供参考:Global rank for the share buyback yield component in the valuation model.'}
|
|
{'data_set_name': '可以使用:tech_sector_factor4_group20_score', 'description': '不可使用,仅供参考:Fourth factor score for technology sector, grouped into 20 clusters.'}
|
|
{'data_set_name': '可以使用:pv87_webv2_weightedavg60_group_nip_acquisitions_mergers', 'description': '不可使用,仅供参考:60-day Weighted average of NIP score that represents the degree of impact a news flash has on the market over the following two-hour period for group Acquisitions Mergers'}
|
|
{'data_set_name': '可以使用:pv87_webweightedavg60_group_ess_dividends', 'description': '不可使用,仅供参考:60-day Weighted average of ESS - Event Sentiment Score for group Dividends'}
|
|
{'data_set_name': '可以使用:operating_expense', 'description': '不可使用,仅供参考:Operating Expense - Total'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_z_median', 'description': '不可使用,仅供参考:14-day Volume weighted average of Median of Sentiment'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple14d_ew_sent_mean_tsrank', 'description': '不可使用,仅供参考:14-day Simple average of End-of-day time series rank of Sentiment Average'}
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{'data_set_name': '可以使用:oth335_combined_all_region_mind', 'description': '不可使用,仅供参考:Final composite MIND score'}
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{'data_set_name': '可以使用:pv87_v2item_indrank_item_6030_221', 'description': '不可使用,仅供参考:Industry ranked item score for item 221 in topic Board Structure'}
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{'data_set_name': '可以使用:fnd72_pit_or_cr_q_ev_to_t12m_sales', 'description': '不可使用,仅供参考:Periodic enterprise value as a multiple of sales'}
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{'data_set_name': '可以使用:fnd72_a2_sales_to_tot_asset', 'description': '不可使用,仅供参考:Assets turnover ratio represents the amount of sales or revenues generated per dollar of assets'}
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{'data_set_name': '可以使用:pv87_2_ebitda_qf_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:pv87_revenue_estimate_2_yr_annual_growth_scale', 'description': '不可使用,仅供参考:Scale of Revenue Estimate - 2 Yr Annual Growth %'}
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{'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w2_pca_fact2_cluster_5', '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 5 groups.'}
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{'data_set_name': '可以使用:utilities_method2_group20_score', 'description': '不可使用,仅供参考:Score from the second method for utilities sector, grouped into 20 clusters.'}
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{'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_css_labor_issues', 'description': '不可使用,仅供参考:20-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Labor Issues'}
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{'data_set_name': '可以使用:oth432_saleq_profitability_profitability5', 'description': '不可使用,仅供参考:5th profitability field of Sales/Turnover (Net)'}
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{'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volvegaput5', 'description': '不可使用,仅供参考:Weighted average Vega for in-the-money put options with volume used as weight factor'}
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{'data_set_name': '可以使用:governance_corr_weighted_sector_percentile', 'description': '不可使用,仅供参考:Company’s percentile within its sector based on governance score weighted by KPIs most correlated to financial returns.'}
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{'data_set_name': '可以使用:top200_method3_group20_score', 'description': '不可使用,仅供参考:Score from the third method for top 200 securities, grouped into 20 clusters.'}
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{'data_set_name': '可以使用:common_shares_outstanding_quarter_2', 'description': '不可使用,仅供参考:Number of common shares outstanding at quarter end.'}
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{'data_set_name': '可以使用:headline_negative_sentiment_score', 'description': '不可使用,仅供参考:Negative sentiment score derived from the news headline.'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oigammaput5', 'description': '不可使用,仅供参考:Weighted average Gamma for in-the-money put options with open interest used as weight factor'}
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{'data_set_name': '可以使用:anl49_vector_dividendsdeclaredpershare', 'description': "不可使用,仅供参考:The common dividends divided by the weighted average number of shares that were declared during the company's fiscal year (but not necessarily paid during the same year)."}
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{'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w4_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.'}
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{'data_set_name': '可以使用:mdl177_earningsqualityfactor_uinv_alt', 'description': '不可使用,仅供参考:The difference of inventory between present and expected levels.'}
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{'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:sentiment2_raw_score', 'description': '不可使用,仅供参考:Raw value of the second sentiment metric for the entity.'}
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{'data_set_name': '可以使用:mdl354_sector_pt1country', 'description': '不可使用,仅供参考:2-digit ISO Country Code'}
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{'data_set_name': '可以使用:pv48_r3000_shares_cur_growth', 'description': '不可使用,仅供参考:Current growth shares for the US 3000 index.'}
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{'data_set_name': '可以使用:insd3_10q_freq_flag', 'description': '不可使用,仅供参考:10-Q Frequency Flag'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivcallmput1', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near in-the-money and out-of-the-money call and put options with volume used as weight factor'}
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|
{'data_set_name': '可以使用:oth455_customer_n2v_p50_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.'}
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|
{'data_set_name': '可以使用:mdl230_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."}
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|
{'data_set_name': '可以使用:coverage_sources_cash_flow_per_share', 'description': '不可使用,仅供参考:List or indicator of which data sources have covered the cash flow per share forecast.'}
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{'data_set_name': '可以使用:pv87_prv2_weightedavg60_topic_nip_business', 'description': '不可使用,仅供参考:60-day Weighted average of NIP score that represents the degree of impact a news flash has on the market over the following two-hour period for topic Business'}
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|
{'data_set_name': '可以使用:airlines_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the airlines industry factor.'}
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{'data_set_name': '可以使用:mdl264_call_put_erlanger_ratio_l1', 'description': "不可使用,仅供参考:The probability that the future trend of 'Premium Ratio' will fall"}
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{'data_set_name': '可以使用:mdl354_sector_pt2sale_sur', 'description': '不可使用,仅供参考:Revenue surprise (vs consensus)'}
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{'data_set_name': '可以使用:pv87_2_dps_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Dividends Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:pv87_2_fcfps_af_matrix_p1_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))'}
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|
{'data_set_name': '可以使用:fn_comp_options_exercisable_weighted_avg_q', 'description': '不可使用,仅供参考:The weighted-average price as of the balance sheet date at which grantees can acquire the shares reserved for issuance on vested portions of options outstanding and currently exercisable under the stock option plan.'}
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{'data_set_name': '可以使用:pv87_2_sales_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:composite_factor_score_derivative', 'description': '不可使用,仅供参考:Change in overall composite factor score from the prior period.'}
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|
{'data_set_name': '可以使用:anl10_epsinnovation_score_fq1', 'description': '不可使用,仅供参考:Innovation score for earnings per share Q1 (innovate_increase - innovate_decrease)'}
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|
{'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oivegacallmput5', 'description': '不可使用,仅供参考:Weighted average Vega for in-the-money call and put options with open interest used as weight factor'}
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|
{'data_set_name': '可以使用:principal_component_score_9_top3000', 'description': '不可使用,仅供参考:Value of the ninth principal component for the top 3000 securities.'}
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|
{'data_set_name': '可以使用:oth567score_culture_341', 'description': '不可使用,仅供参考:Culture score'}
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|
{'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_b_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oigammacallmputs6', 'description': '不可使用,仅供参考:Weighted average Gamma for far out-of-the-money call options and put options with the same strike prices with open interest used as weight factor'}
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|
{'data_set_name': '可以使用:pv87_2_ebit_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of EBIT *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_z_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment'}
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|
{'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_fcghc', 'description': '不可使用,仅供参考:1-yr Change in Assets-adj TTM Cash Flow: It is defined as the trailing 12-month cash flow minus comparable trailing 12-month cash flow from 4 quarters ago scaled by the average total assets.'}
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|
{'data_set_name': '可以使用:pv173_zscoresatlas_unit_name', 'description': '不可使用,仅供参考:Atlas unit name'}
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{'data_set_name': '可以使用:mdl77_oearningsqualityfactor_indrelrecd_', 'description': "不可使用,仅供参考:Industry-Adjusted Doubtful Account Receivables: It is defined as a stock's asset-adjusted annual doubtful receivables minus the average of the receivables of all stocks in the same industry deflated by the standard deviation of these receivables."}
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{'data_set_name': '可以使用:pv87_2_bps_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'data_set_name': '可以使用:resource_efficiency_subsector_rank', 'description': '不可使用,仅供参考:Company’s rank within its subsector peer group for resource efficiency.'}
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{'data_set_name': '可以使用:anl14_low_revenue_fp1', 'description': '不可使用,仅供参考:The lowest estimation of revenue - upcoming quarter'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_ew_sent_z_tsrank', 'description': '不可使用,仅供参考:tsrank of Sentiment'}
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{'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w1_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
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{'data_set_name': '可以使用:share_premium', 'description': '不可使用,仅供参考:Total value of share premium or additional paid-in capital.'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volgammaput7', 'description': '不可使用,仅供参考:Weighted average Gamma for near out-of-the-money put options with volume used as weight factor'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_z_range', 'description': '不可使用,仅供参考:14-day Volume weighted average of Range of Sentiment'}
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|
{'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_nip_marketing', 'description': '不可使用,仅供参考:20-day Weighted average of NIP score that represents the degree of impact a news flash has on the market over the following two-hour period for group Marketing'}
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{'data_set_name': '可以使用:pv87_webv2_simpleavg20_group_css_partnerships', '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 Partnerships'}
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|
{'data_set_name': '可以使用:anl10_prrrevise_ratio_to_consensus_fy2_2571', 'description': '不可使用,仅供参考:Consensus estimate value for price return ratio FY2'}
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{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volthetaput4', 'description': '不可使用,仅供参考:Weighted average Theta for near-the-money put options with volume used as weight factor'}
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|
{'data_set_name': '可以使用:pv87_interval_asksizeinterval_bidsize_rankcorrel', 'description': '不可使用,仅供参考:Rank correlation between interval ask size and bid size'}
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{'data_set_name': '可以使用:credit_risk_news_component_score_float_2', 'description': '不可使用,仅供参考:Credit risk score from news articles, as a floating point value (alternate source).'}
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|
{'data_set_name': '可以使用:mdl264_prior_short_rank_class', 'description': '不可使用,仅供参考:Predicted trend of "Previous reporting periods value" (1: fall, 2: neutral, 3: move-up)'}
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|
{'data_set_name': '可以使用:pv87_grossdiv3ygrowthrate', 'description': '不可使用,仅供参考:Last of dividend growth rate in 3 years, where rate = 100 * ((annual dividend per share/annual DPS 3 years ago)^(1/3)-1)'}
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|
{'data_set_name': '可以使用:social_corr_weighted_score', 'description': '不可使用,仅供参考:Social score weighted by KPIs most correlated to financial returns.'}
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|
{'data_set_name': '可以使用:info10_positive_sentiment_score_simple_fast_d1', 'description': '不可使用,仅供参考:Score representing the degree of positive sentiment in the event transcript or story (simple version).'}
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|
{'data_set_name': '可以使用:mdl26_v14_prsprise_pct_fy1_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) percentage FYEAR1 revenue'}
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|
{'data_set_name': '可以使用:anl69_best_sales_median', 'description': '不可使用,仅供参考:Sales Median'}
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|
{'data_set_name': '可以使用:anl11_regionsectcount', 'description': '不可使用,仅供参考:Region Sector Count'}
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|
{'data_set_name': '可以使用:mdl230_allcap_sedol_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.'}
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|
{'data_set_name': '可以使用:pv87_tradealert_options_weightavg_volthetaput6', 'description': '不可使用,仅供参考:theta volume of far out put options'}
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|
{'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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|
{'data_set_name': '可以使用:pv87_2_sales_af_matrix_p1_b_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Sales'}
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|
{'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.'}
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|
{'data_set_name': '可以使用:analyst_gfi_score_presentation', 'description': '不可使用,仅供参考:Gunning Fog Index (GFI) for analysts in presentation section.'}
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|
{'data_set_name': '可以使用:pv87_book_value_share_difference', 'description': '不可使用,仅供参考:Book Value / Share Difference'}
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|
{'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))'}
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{'data_set_name': '可以使用:pv52_yse_chicago_tot_cov_shares', 'description': '不可使用,仅供参考:Total Covered Shares'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_sent_mean_median', 'description': '不可使用,仅供参考:7-day Volume weighted average of Median of Sentiment Average'}
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|
{'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
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|
{'data_set_name': '可以使用:mdl177_2_earningsqualityfactor_saleeps', 'description': '不可使用,仅供参考:Change in TTM Sales vsEPS : It is defined as the absolute value of the difference between the yearly percent change in trailing 12-month sales per share and the yearly percent change in trailing 12-month diluted earnings per share before extraordinary items.'}
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|
{'data_set_name': '可以使用:pv87_revenue_difference_scale', 'description': '不可使用,仅供参考:Scale of Revenue Difference'}
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|
{'data_set_name': '可以使用:pv87_webv2_weightedavg60_group_event_sentiment_score_equity_actions', 'description': '不可使用,仅供参考:60-day Weighted average of Event Sentiment Score for group Equity Actions'}
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|
{'data_set_name': '可以使用:fnd28_growthratesa_value_08615a', 'description': '不可使用,仅供参考:value of annual field: Dividends Per Share - 5 Yr Annual Growth'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_std_tsrank', 'description': '不可使用,仅供参考:14-day Volume weighted average of End-of-day time series rank of Sentiment Standard deviation'}
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|
{'data_set_name': '可以使用:rsk62_beta_factor_1_100_growth', 'description': '不可使用,仅供参考:eps growth'}
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|
{'data_set_name': '可以使用:capex_to_depreciation_linkage', 'description': '不可使用,仅供参考:Capital Expenditures to Depreciation Linkage'}
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|
{'data_set_name': '可以使用:mdl26_arm_score_change_3', 'description': '不可使用,仅供参考:score change for days: 3'}
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|
{'data_set_name': '可以使用:pv87_2_fcfps_qf_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest 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))'}
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|
{'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))'}
|
|
{'data_set_name': '可以使用:min_adjusted_funds_from_operations_guidance_2', 'description': '不可使用,仅供参考:Adjusted funds from operation - minimum guidance for the annual period'}
|
|
{'data_set_name': '可以使用:anl10_dpspast_det_estflag_1230', 'description': '不可使用,仅供参考:Estimate flag for dividends per share'}
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|
{'data_set_name': '可以使用:oth455_partner_roam_w1_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
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|
{'data_set_name': '可以使用:energy_sector_factor4_group5_score', 'description': '不可使用,仅供参考:Fourth factor score for energy sector, grouped into 5 clusters.'}
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|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_sent_z_range', 'description': '不可使用,仅供参考:7-day Volume weighted average of Range of Sentiment'}
|
|
{'data_set_name': '可以使用:pv87_marketimpactscore_sum', 'description': '不可使用,仅供参考:Sum of Market impact score - The estimated risk-adjusted 1 minute forward return for a given article as measured by stock return minus the stock beta multiplied market return, -5 being most negative impact and +5 most positive'}
|
|
{'data_set_name': '可以使用:anl14_mean_revenue_fp2', 'description': '不可使用,仅供参考:Mean of Estimations of Revenue - upcoming 2 quarters'}
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|
{'data_set_name': '可以使用:mdl31_bv_share_last_qtr', 'description': '不可使用,仅供参考:The ratio of the Book Value to the total shares outstanding.'}
|
|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_fcfghc', 'description': '不可使用,仅供参考:1-yr Chg in Assets-adj TTM Free Cash Flow: It is defined as the trailing 12-month free cash flow minus 4 quarters ago trailing 12-month free cash flow divided by the average total assets.'}
|
|
{'data_set_name': '可以使用:pv87_webv2_simpleavg60_group_css_partnerships', 'description': '不可使用,仅供参考:60-day Simple average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Partnerships'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_mean_tsrank', 'description': '不可使用,仅供参考:28-day Volume weighted average of End-of-day time series rank of Sentiment Average'}
|
|
{'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).'}
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|
{'data_set_name': '可以使用:pv87_2_netprofit_qf_matrix_p1_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))'}
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|
{'data_set_name': '可以使用:pv87_2_netprofit_rep_af_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))'}
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|
{'data_set_name': '可以使用:tech_sector_factor1_group2_score', 'description': '不可使用,仅供参考:First factor score for technology sector, grouped into 2 clusters.'}
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|
{'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w3_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
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|
{'data_set_name': '可以使用:oth176_lmt_open_eq_score', 'description': '不可使用,仅供参考:Model Composite Score'}
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|
{'data_set_name': '可以使用:mdl177_2_managementqualityfactor_opmb', 'description': '不可使用,仅供参考:Operating Profit Margin : It is defined as the most recently reported quarterly operating income divided by the corresponding quarterly sales.'}
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|
{'data_set_name': '可以使用:oth455_partner_roam_w3_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using K-means into 10 groups.'}
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|
{'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_cash_flow_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Cash Flow / Share Consensus Mean'}
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|
{'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_net_asset_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Net Asset Value / Share Consensus Mean'}
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|
{'data_set_name': '可以使用:se_pos_score', 'description': '不可使用,仅供参考:number of positive words/number of all words.'}
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|
{'data_set_name': '可以使用:top300_factor3_group2_score', 'description': '不可使用,仅供参考:Third factor score for top 300 securities, grouped into 2 clusters.'}
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|
{'data_set_name': '可以使用:mdl354_group_pt1gr_fy2_sale', 'description': '不可使用,仅供参考:FY2 Revenue growth'}
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|
{'data_set_name': '可以使用:mdl354_group_pt1es_sale_fy1_r1m', 'description': '不可使用,仅供参考:FY1 revenue revision, 1M'}
|
|
{'data_set_name': '可以使用:pv87_book_value_share_consensus_low_scale', 'description': '不可使用,仅供参考:Scale of Book Value / Share Consensus Low'}
|
|
{'data_set_name': '可以使用:fnd6_newqeventv110_mibtq', 'description': '不可使用,仅供参考:Noncontrolling Interests - Total - Balance Sheet - Quarterly'}
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|
{'data_set_name': '可以使用:previous_forecast_value_cash_flow_per_share', 'description': '不可使用,仅供参考:Previous forecasted value for cash flow per share before the current estimate.'}
|
|
{'data_set_name': '可以使用:service_contract_revenue', 'description': '不可使用,仅供参考:[Quarterly] Service Cost - Domestic'}
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|
{'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'}
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|
{'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_pretax_inc_to_net_sales', 'description': '不可使用,仅供参考:Pre-tax income as a percentage of net sales'}
|
|
{'data_set_name': '可以使用:pv20_country_code', 'description': '不可使用,仅供参考:ISO country code for the data.'}
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|
{'data_set_name': '可以使用:pv87_weightedavg60_group_ess_all', 'description': '不可使用,仅供参考:60-day Weighted average of ESS - Event Sentiment Score for group All'}
|
|
{'data_set_name': '可以使用:pv87_webv2_weightedavg60_group_nip_marketing', 'description': '不可使用,仅供参考:60-day Weighted average of NIP score that represents the degree of impact a news flash has on the market over the following two-hour period for group Marketing'}
|
|
{'data_set_name': '可以使用:mdl177_historicalgrowthfactor_chg3ycfast_alt', 'description': '不可使用,仅供参考:3-yr Change in Assets-adj TTM Cash Flow : It is defined as the most recently reported trailing 12-month operating cash flow minus 12-quarter ago comparable trailing 12-month cash flow scaled by the average total assets in the same period.'}
|
|
{'data_set_name': '可以使用:sustainability_corr_weighted_subsector_position', 'description': '不可使用,仅供参考:Company’s position within its subsector based on sustainability score weighted by KPIs most correlated to financial returns.'}
|
|
{'data_set_name': '可以使用:oth455_partner_roam_w2_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
|
|
{'data_set_name': '可以使用:anl69_id_bb_prim_security_flag', 'description': '不可使用,仅供参考:Equity Primary Security Flag'}
|
|
{'data_set_name': '可以使用:anl49_backfill_4thfiscalquartersalesorrevenues', 'description': '不可使用,仅供参考:Fiscal quarter sales or revenues as reported.'}
|
|
{'data_set_name': '可以使用:info10_expiration_date', 'description': '不可使用,仅供参考:The date when the info10 data record is set to expire or become inactive.'}
|
|
{'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))'}
|
|
{'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.'}
|
|
{'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_capital_expenditure_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Capital Expenditure Consensus Mean'}
|
|
{'data_set_name': '可以使用:mdl39_1_val_mo_sector_rank', 'description': '不可使用,仅供参考:Sector-relative 1-100 ranking of the Val-Mo model'}
|
|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volvegaput9', 'description': '不可使用,仅供参考:Weighted average Vega for deep in-the-money put options with volume used as weight factor'}
|
|
{'data_set_name': '可以使用:fnd72_a1_cfo_to_sales', 'description': '不可使用,仅供参考:Measures the percentage of Cash from Operations to Sales'}
|
|
{'data_set_name': '可以使用:latest_annual_period_end_update_dividend_per_share', 'description': '不可使用,仅供参考:Date or timestamp when the annual period end for dividend per share was last updated.'}
|
|
{'data_set_name': '可以使用:pv87_2_ebitda_af_matrix_p1_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))'}
|
|
{'data_set_name': '可以使用:top200_method3_group10_score', 'description': '不可使用,仅供参考:Score from the third method for top 200 securities, grouped into 10 clusters.'}
|
|
{'data_set_name': '可以使用:fnd28_annualforeign_value_08711a', 'description': '不可使用,仅供参考:value of annual field: Foreign Return on Assets'}
|
|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_y3speq4vc', 'description': "不可使用,仅供参考:Stability of 3-yr TTM Earnings per Share: It is defined as the standard deviation of the last 12 quarters' trailing 12-month earnings per share (EPS) divided by the mean of these EPS's."}
|
|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oithetacallmput8', 'description': '不可使用,仅供参考:Weighted average Theta for near in-the-money call and put options with open interest used as weight factor'}
|
|
{'data_set_name': '可以使用:inst4_tran_shares', 'description': '不可使用,仅供参考:The as-reported number of shares acquired or disposed'}
|
|
{'data_set_name': '可以使用:mdl177_2_growthanalystmodel_qga_composite', 'description': '不可使用,仅供参考:Growth Analyst Composite'}
|
|
{'data_set_name': '可以使用:se_neg_score', 'description': '不可使用,仅供参考:number of negative words/number of all words.'}
|
|
{'data_set_name': '可以使用:fnd28_annualforeign_value_08745a', 'description': '不可使用,仅供参考:value of annual field: Foreign Income % Total Income Other Fields'}
|
|
{'data_set_name': '可以使用:relative_valuation_regional_position_v3', 'description': '不可使用,仅供参考:Regional rank of a stock based on its relative valuation score (variant 3).'}
|
|
{'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'}
|
|
{'data_set_name': '可以使用:mws87_oper_sent_score_pres', 'description': '不可使用,仅供参考:The Sentiment Score of Operator in Presentation'}
|
|
{'data_set_name': '可以使用:revenue_revision_score_float', 'description': '不可使用,仅供参考:Score component based on analyst revenue revisions, as a float value.'}
|
|
{'data_set_name': '可以使用:pv87_2_bps_qf_matrix_p1_b_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_sent_z_trend2', 'description': '不可使用,仅供参考:28-day Volume weighted average of Trend of Sentiment'}
|
|
{'data_set_name': '可以使用:pv87_revenue_consensus_median', 'description': '不可使用,仅供参考:Revenue Consensus Median'}
|
|
{'data_set_name': '可以使用:fnd90_qes_gamef_score', 'description': '不可使用,仅供参考:Score'}
|
|
{'data_set_name': '可以使用:pv87_v2_weightedavg60_group_css_assets', 'description': '不可使用,仅供参考:60-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Assets'}
|
|
{'data_set_name': '可以使用:oth455_partner_roam_w4_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
|
|
{'data_set_name': '可以使用:headline_positive_sentiment_score_story', 'description': '不可使用,仅供参考:Positive sentiment score derived from the headline in the story analysis.'}
|
|
{'data_set_name': '可以使用:oth567score_company_size', 'description': '不可使用,仅供参考:Company size score'}
|
|
{'data_set_name': '可以使用:mdl177_historicalgrowthfactor_rsqr4qfcf3y_alt', 'description': '不可使用,仅供参考:R-Sqr of 3-yr TTM FCF Trend Line'}
|
|
{'data_set_name': '可以使用:pv87_scores_finhypepartnormscr_mean', 'description': '不可使用,仅供参考:Mean of Financial hype partial score'}
|
|
{'data_set_name': '可以使用:mdl230_us5000_cusip_irttmsalesev', 'description': "不可使用,仅供参考:It is defined as a stock's trailing 12 month sales-to-enterprise (SEV) value less the average of the SEVs of all stocks in the same industry deflated by the standard deviation of the SEVs of all stocks in the same relative universe."}
|
|
{'data_set_name': '可以使用:pv87_2_bps_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:ceo_lix_score_qa', 'description': '不可使用,仅供参考:LIX readability score for CEO in Q&A section.'}
|
|
{'data_set_name': '可以使用:pv87_cash_from_operations_consensus_high_scale', 'description': '不可使用,仅供参考:Scale of Cash From Operations Consensus High'}
|
|
{'data_set_name': '可以使用:oth179_sector_d1_ranking', 'description': '不可使用,仅供参考:Ranking given to the sectors as per the return'}
|
|
{'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.'}
|
|
{'data_set_name': '可以使用:oth401_qes_gamef_score', 'description': '不可使用,仅供参考:Score'}
|
|
{'data_set_name': '可以使用:fnd14_hiwater_total_shares_outstanding', 'description': '不可使用,仅供参考:Highest number of total shares outstanding'}
|
|
{'data_set_name': '可以使用:time_weighted_cash_flow_to_price', 'description': '不可使用,仅供参考:Time-weighted average of cash flows per share estimates for the next two years divided by price.'}
|
|
{'data_set_name': '可以使用:anl69_sales_latest_ann_dt_qtrly', 'description': '不可使用,仅供参考:Latest Announcement Date Quarterly'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w4_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
|
|
{'data_set_name': '可以使用:pv87_2_sales_af_matrix_p1_b_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_webv2_expavg60_topic_event_sentiment_score_business', 'description': '不可使用,仅供参考:60-day Exponential average of Event Sentiment Score for topic Business'}
|
|
{'data_set_name': '可以使用:anl49_backfill_performancerank', 'description': "不可使用,仅供参考:A measure of a company's relative price performance over the next 12 months. It is a purely quantitative measure that is based on past earnings and price performance data. Companies are ranked relative to one another using a scale from 1 (Highest) to 5 (Lowest)."}
|
|
{'data_set_name': '可以使用:banking_sector_exposure_score_2', 'description': '不可使用,仅供参考:Exposure or sensitivity to the banking sector factor.'}
|
|
{'data_set_name': '可以使用:mdl354_group_pt1es_sale_fy1_r3m', 'description': '不可使用,仅供参考:FY1 revenue revision, 3M'}
|
|
{'data_set_name': '可以使用:pv87_2_netdebt_qf_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))'}
|
|
{'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w5_pca_fact3_cluster_20', '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 20 groups.'}
|
|
{'data_set_name': '可以使用:fn_oth_comp_grants_weighted_avg_grant_date_fair_value_a', 'description': '不可使用,仅供参考:Annual Share-Based Compensation Equity Instruments Other Than Options Nonvested Weighted Average Grant Date Fair Value'}
|
|
{'data_set_name': '可以使用:oth460_share_chg_l1', 'description': '不可使用,仅供参考:The probability that the future trend of YoY change in share count" will fall"'}
|
|
{'data_set_name': '可以使用:pv87_2_ebitda_qf_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oiivcallmputs9', 'description': '不可使用,仅供参考:Weighted average Implied volatility for deep in-the-money call options and put options with the same strike prices with open interest used as weight factor'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_std_daydiff', 'description': '不可使用,仅供参考:14-day Volume weighted average of Daily difference of Sentiment Standard deviation'}
|
|
{'data_set_name': '可以使用:ltip_to_total_remuneration_ratio_2', 'description': '不可使用,仅供参考:Ratio of long-term incentive plan value to total remuneration for the period (alternate).'}
|
|
{'data_set_name': '可以使用:pv87_daily_matrix_nonperiodic_eps_lt_growth_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of EPS LT Growth Consensus Mean (%)'}
|
|
{'data_set_name': '可以使用:fnd65_allcap_sedol_fcfsale', 'description': '不可使用,仅供参考:It is defined as the trailing 12-month free cash flow divided by the trailing 12-month sales.'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_mean_trend2', 'description': '不可使用,仅供参考:7-day Volume weighted average of Trend of Sentiment Average'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_trend', 'description': '不可使用,仅供参考:14-day Volume weighted average of Trend of Sentiment'}
|
|
{'data_set_name': '可以使用:mws87_actinvoratiocfopres', 'description': '不可使用,仅供参考:Number of words of CFO/number of words of executives in presentation'}
|
|
{'data_set_name': '可以使用:pv87_v2_weightedavg60_group_event_sentiment_score_products_services', 'description': '不可使用,仅供参考:60-day Weighted average of Event Sentiment Score for group Products Services'}
|
|
{'data_set_name': '可以使用:oth553_rec_answer_ratio', 'description': '不可使用,仅供参考:Ratio of answers in earnings call transcripts related to recommendations.'}
|
|
{'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'data_set_name': '可以使用:pv87_qtr_matrix_net_asset_value_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Net Asset Value / Share Consensus Mean'}
|
|
{'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'}
|
|
{'data_set_name': '可以使用:fnd65_totalcap_cusip_saleicap', 'description': '不可使用,仅供参考:It is defined as the trailing 12-month total revenues divided by the average of the invested capital in the same period.'}
|
|
{'data_set_name': '可以使用:anl4_fcfps_flag', 'description': '不可使用,仅供参考:Free cash flow per share - forecast type (revision/new/...)'}
|
|
{'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_high', 'description': '不可使用,仅供参考:highest value of all analysts estimates of Sales'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_mean_trend2', 'description': '不可使用,仅供参考:14-day Volume weighted average of Trend of Sentiment Average'}
|
|
{'data_set_name': '可以使用:anti_pollution_policy_industry_rank', 'description': '不可使用,仅供参考:Company’s rank within its industry peer group for anti-pollution policies.'}
|
|
{'data_set_name': '可以使用:fnd28_growthratesa_value_08635a', 'description': '不可使用,仅供参考:value of annual field: Net Sales / Revenues - 5 Yr Annual Growth'}
|
|
{'data_set_name': '可以使用:oth455_customer_roam_w4_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.'}
|
|
{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_mpoghc', 'description': '不可使用,仅供参考:1-Year Change in Operating Profit Margin: It is defined as the most recent quarterly operating profit margin minus that of 4 quarters ago. Operating profit margin is income from operations divided by total sales.'}
|
|
{'data_set_name': '可以使用:mdl177_2_growthanalystmodel_qga_fcfroe', 'description': '不可使用,仅供参考:Free Cash Flow ROE'}
|
|
{'data_set_name': '可以使用:shareholders_net_total_dividends', 'description': '不可使用,仅供参考:Total net dividends to shareholders for the interim period.'}
|
|
{'data_set_name': '可以使用:mdl177_growthanalystmodel_qga_epstrend_alt', 'description': '不可使用,仅供参考:EPS Trend'}
|
|
{'data_set_name': '可以使用:oth460_tech_rank_class', 'description': '不可使用,仅供参考:Predicted trend of Relative Strength Ranking Value" (1: fall, 2: neutral, 3: move-up)"'}
|
|
{'data_set_name': '可以使用:exclusion_factor_score_change_1fy', 'description': '不可使用,仅供参考:Change in exclusion factor percentile score over one fiscal year.'}
|
|
{'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w2_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.'}
|
|
{'data_set_name': '可以使用:oth432_saleq_profitability_profitability12', 'description': '不可使用,仅供参考:12th profitability field of Sales/Turnover (Net)'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w4_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using K-means into 10 groups.'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p50_q200_w2_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
|
|
{'data_set_name': '可以使用:anl10_cpsinnovation_score_fy2', 'description': '不可使用,仅供参考:Innovation score for cash per share FY2 (innovate_increase - innovate_decrease)'}
|
|
{'data_set_name': '可以使用:sustainability_corr_weighted_sector_position', 'description': '不可使用,仅供参考:Company’s position within its sector based on sustainability score weighted by KPIs most correlated to financial returns.'}
|
|
{'data_set_name': '可以使用:anl44_sales_best_cur_fiscal_year_period', 'description': '不可使用,仅供参考:sales best cur fiscal year period'}
|
|
{'data_set_name': '可以使用:rp_css_technical', 'description': '不可使用,仅供参考:Composite sentiment score based on technical analysis'}
|
|
{'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_mean_tsrank', 'description': '不可使用,仅供参考:14-day Volume weighted average of End-of-day time series rank of Sentiment Average'}
|
|
{'data_set_name': '可以使用:momentum_score_long_term_float', 'description': '不可使用,仅供参考:Numeric value for the long-term momentum component based on extended return periods.'}
|
|
{'data_set_name': '可以使用:mdl230_totalcap_cusip_saleicap', 'description': '不可使用,仅供参考:It is defined as the trailing 12-month total revenues divided by the average of the invested capital in the same period.'}
|
|
{'data_set_name': '可以使用:pv87_scores_negnormscr_std', 'description': '不可使用,仅供参考:Standard deviation of negative score'}
|
|
{'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w3_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with partner data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
|
|
{'data_set_name': '可以使用:mdl26_smartestimate_fq2_revenue', 'description': '不可使用,仅供参考:Estimate FQTR2 revenue'}
|
|
{'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oiivcallmputs7', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near out-of-the-money call options and put options with the same strike prices with open interest used as weight factor'}
|
|
{'data_set_name': '可以使用:mdl354_group_pt1gr_intr_sale', 'description': '不可使用,仅供参考:Historical YoY interim revenue growth'}
|
|
{'data_set_name': '可以使用:trend_estimation_confidence_score', 'description': '不可使用,仅供参考:Confidence level for the accuracy of the estimated trend value.'}
|
|
{'data_set_name': '可以使用:retail_sentiment_score_qa', 'description': '不可使用,仅供参考:Overall sentiment score for retail investors in the Q&A section.'}
|
|
{'data_set_name': '可以使用:oth546_nlpbusnet_strength', 'description': '不可使用,仅供参考:Measures the strength of connections or relationships in the NLPBusNet module'}
|
|
{'data_set_name': '可以使用:fnd14_mail_state_country', 'description': '不可使用,仅供参考:Mail state country of registrant'}
|
|
{'data_set_name': '可以使用:pv87_psale_fy1_mean', 'description': '不可使用,仅供参考:Price-to-sales, FY1'}
|
|
{'data_set_name': '可以使用:pv87_tradealert_options_weightavg_volthetaput7', 'description': '不可使用,仅供参考:theta volume of near out put options'}
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{'data_set_name': '可以使用:mdl177_2_globaldevnorthamerica_v502_fcfsale', 'description': '不可使用,仅供参考:TTM Free Cash Flow-to-TTM Sales : It is defined as the trailing 12-month free cash flow divided by the trailing 12-month sales.'}
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{'data_set_name': '可以使用:mdl77_historicalgrowthfactor_chg3yepsp', 'description': '不可使用,仅供参考:The difference between the trailing 12-month earnings per share and that of 12-quarters ago for a stock divided by its month-end trading price.'}
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{'data_set_name': '可以使用:pv87_2_netprofit_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))'}
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{'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_cvopinc', 'description': '不可使用,仅供参考:CV of Oper Income per Share in Last 12 QTRs: It is defined as the standard deviation of the trailing 12-month operating income per share (OPINC) in the prior 12 quarters divided by the mean of the OPINCs in the same period.'}
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{'data_set_name': '可以使用:mdl177_2_managementqualityfactor_cfita', 'description': '不可使用,仅供参考:TTM Cash Flow from Investment to Total Assets : It is defined as the trailing 12-month cash flow from the investing portion of the cash flow statement divided by the last 4 quarters average total assets'}
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{'data_set_name': '可以使用:pv87_2_fcfps_af_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))'}
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{'data_set_name': '可以使用:mdl354_group_pt1gr_fy1_sale', 'description': '不可使用,仅供参考:FY1 Revenue growth'}
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{'data_set_name': '可以使用:fnd65_totalcap_cusip_salesaccel4q', 'description': '不可使用,仅供参考:It is defined as the slope of the regression line between year over year sales growth and time.'}
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{'data_set_name': '可以使用:fnd2_a_ltrmdmrepoplinythree', 'description': '不可使用,仅供参考:Amount of long-term debt payable, sinking fund requirements, and other securities issued that are redeemable by holder at fixed or determinable prices and dates maturing in the 3rd fiscal year following the latest fiscal year. Excludes interim and annual periods when interim periods are reported on a rolling approach, from latest balance sheet date.'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_ew_sent_tsrank', 'description': '不可使用,仅供参考:tsrank of Sentiment'}
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{'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_mean', 'description': '不可使用,仅供参考:14-day Volume weighted average of Average of Sentiment'}
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{'data_set_name': '可以使用:mdl262_saleq_profitability_profitability11', 'description': '不可使用,仅供参考:11th profitability field of Sales/Turnover (Net)'}
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{'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_event_sentiment_score_acquisitions_mergers', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Acquisitions Mergers'}
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{'data_set_name': '可以使用:anl10_roepast_det_estflag', 'description': '不可使用,仅供参考:Estimate flag for return on equity'}
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{'data_set_name': '可以使用:mdl109_es_sale_fy1_r1m', 'description': '不可使用,仅供参考:FY1 (Future Year) Revenue Revision'}
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{'data_set_name': '可以使用:social_corr_weighted_sector_percentile', 'description': '不可使用,仅供参考:Company’s percentile within its sector based on social score weighted by KPIs most correlated to financial returns.'}
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{'data_set_name': '可以使用:mdl31_pricesales_current', 'description': '不可使用,仅供参考:Current price to sales ratio'}
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{'data_set_name': '可以使用:mdl230_us5000_cusip_apsales', 'description': '不可使用,仅供参考:It is defined as the annual aggregate sales for Asia-Pacific as reported by the company divided by total annual sales.'}
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========================= 数据字段结束 =======================================
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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
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你再检查一下, 如果你使用了
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Operator abs does not support event inputs
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Operator ts_mean does not support event inputs
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Operator ts_scale does not support event inputs
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Operator add does not support event inputs
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Operator sign does not support event inputs
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Operator greater does not support event inputs
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Operator ts_av_diff does not support event inputs
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Operator ts_quantile does not support event inputs
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Operator ts_arg_min does not support event inputs
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Operator divide does not support event inputs
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Operator ts_corr does not support event inputs
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Operator ts_decay_linear does not support event inputs
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Operator ts_sum does not support event inputs
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Operator ts_delay does not support event inputs
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Operator ts_arg_max does not support event inputs
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Operator ts_std_dev does not support event inputs
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Operator ts_regression does not support event inputs
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Operator ts_backfill does not support event inputs
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Operator signed_power does not support event inputs
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Operator ts_product does not support event inputs
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Operator ts_zscore does not support event inputs
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Operator group_rank does not support event inputs
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Operator subtract does not support event inputs
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Operator ts_delta does not support event inputs
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Operator ts_rank does not support event inputs
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Operator ts_count_nans does not support event inputs
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Operator ts_covariance does not support event inputs
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Operator multiply does not support event inputs
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Operator if_else does not support event inputs
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Operator group_neutralize does not support event inputs
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Operator group_zscore does not support event inputs
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Operator winsorize does not support event inputs
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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!! |