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617 lines
105 KiB
617 lines
105 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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{'id': 322779, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_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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{'id': 9842, 'data_set_name': '可以使用:retail_lix_score_presentation', 'description': '不可使用,仅供参考:LIX readability score for retail investors in presentation section.'}
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{'id': 1364, 'data_set_name': '可以使用:environmental_positive_corr_score', 'description': '不可使用,仅供参考:Environmental score weighted by KPIs most positively correlated to financial returns.'}
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{'id': 322303, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oithetacallmput1', 'description': '不可使用,仅供参考:Weighted average Theta for near in-the-money and out-of-the-money call and put options with open interest used as weight factor'}
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{'id': 87043, 'data_set_name': '可以使用:fnd72_sales_to_net_fix_asset', 'description': '不可使用,仅供参考:Measures the sales to net fixed assets'}
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{'id': 319501, 'data_set_name': '可以使用:pv7_superrelation_sec_all_score', 'description': '不可使用,仅供参考:Relation scores from SEC report, with backfill'}
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{'id': 322996, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_median', 'description': '不可使用,仅供参考:14-day Volume weighted average of Median of Sentiment'}
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{'id': 324627, 'data_set_name': '可以使用:pv87_revere_customer_transform_similarity_score_float', 'description': '不可使用,仅供参考:Similarity score of related instruments'}
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{'id': 296402, '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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{'id': 79018, 'data_set_name': '可以使用:fn_entity_common_stock_shares_out_q', 'description': "不可使用,仅供参考:Indicate number of shares or other units outstanding of each of registrant's classes of capital or common stock or other ownership interests, if and as stated on cover of related periodic report. Where multiple classes or units exist define each class/interest by adding class of stock items such as Common Class A [Member], Common Class B [Member] or Partnership Interest [Member] onto the Instrument [Domain] of the Entity Listings, Instrument."}
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{'id': 10535, 'data_set_name': '可以使用:mws87_sent_score_all', 'description': '不可使用,仅供参考:The sentiment score of all.'}
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{'id': 1548, 'data_set_name': '可以使用:anl14_actvalue_revenue_fy0', 'description': '不可使用,仅供参考:Revenue - recent last year'}
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{'id': 166286, 'data_set_name': '可以使用:mdl264_call_put_erlanger_ratio_l3', 'description': "不可使用,仅供参考:The probability that the future trend of 'Premium Ratio' will move up"}
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{'id': 318546, 'data_set_name': '可以使用:principal_component_score_10_all', 'description': '不可使用,仅供参考:Value of the 11th principal component for all securities in the universe.'}
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{'id': 321298, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_revenue_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Revenue Consensus Mean'}
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{'id': 324215, 'data_set_name': '可以使用:pv87_prv2_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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{'id': 279907, 'data_set_name': '可以使用:nws73_globalsent_uncertaintyscore', 'description': '不可使用,仅供参考:Global Uncertainty'}
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{'id': 162805, 'data_set_name': '可以使用:mdl230_totalcap_cusip_p50_200ratio', 'description': "不可使用,仅供参考:It is defined as the moving average of a stock's prices in last 50 days divided by the moving average of its prices in last 200 days."}
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{'id': 325355, 'data_set_name': '可以使用:pv87_v2_weightedavg20_group_css_insider_trading', '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 Insider Trading'}
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{'id': 85980, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_ebitda_growth', 'description': '不可使用,仅供参考:Percentage change in earnings before interest, taxes, depreciation, and amortization from last year to the current year'}
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{'id': 6493, 'data_set_name': '可以使用:forecasted_value_dividend_per_share', 'description': '不可使用,仅供参考:Forecasted value for dividend per share for the specified period.'}
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{'id': 319801, 'data_set_name': '可以使用:pv87_2_dps_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number 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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{'id': 295591, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w4_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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{'id': 159777, 'data_set_name': '可以使用:fnd65_allcap_sedol_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."}
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{'id': 168257, '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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{'id': 323015, '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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{'id': 323676, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_z_range', 'description': '不可使用,仅供参考:28-day Volume weighted average of Range of Sentiment'}
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{'id': 6683, 'data_set_name': '可以使用:relative_index_return_percentage', 'description': '不可使用,仅供参考:Difference in return percentage between the idea and the index.'}
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{'id': 321436, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_book_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Book Value / Share Consensus Mean'}
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{'id': 323309, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_matrix_vol_vol_std_tsrank', 'description': '不可使用,仅供参考:End-of-day time series rank of Volume Standard deviation'}
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{'id': 324833, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oiivcall7', 'description': '不可使用,仅供参考:implied volatility of near out call options'}
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{'id': 319083, 'data_set_name': '可以使用:pv52_asdaq_bx_atquote_shares', 'description': '不可使用,仅供参考:At-the Quote Shares'}
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{'id': 316919, 'data_set_name': '可以使用:pv173_ranksmt5yzspreadchgstd20dsbst_200', 'description': '不可使用,仅供参考:It is defined as the 20-day standard deviation of changeIn 5-year mid z-spreadIn the bond z-spread curve'}
|
|
{'id': 84110, 'data_set_name': '可以使用:quarterly_property_plant_equipment_total', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Property, Plant & Equipment'}
|
|
{'id': 170443, 'data_set_name': '可以使用:mdl77_2earningsqualityfactor_epschgetr', 'description': '不可使用,仅供参考:EPS from Change in Effective Tax Rate: It is defined as the trailing 12-month pre-tax income per share times the difference between most recent trailing 12-month effective tax rate and that of 4 quarters ago. The effective tax rate is defined as total tax expense divided by pre-tax income.'}
|
|
{'id': 324229, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_event_sentiment_score_labor_issues', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Labor Issues'}
|
|
{'id': 295598, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w5_pca_fact1_cluster_10', '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 10 groups.'}
|
|
{'id': 169384, 'data_set_name': '可以使用:mdl177_2_pricemomemtummodel_relpricestrength_', 'description': "不可使用,仅供参考:Industry-adjusted 12-month Relative Price Strength : It is defined as a stock's 12-month relative price-stength (PS) minus the PSs of all stocks in the same industry deflated by the standard deviation of these PSs."}
|
|
{'id': 320314, 'data_set_name': '可以使用:pv87_2_netdebt_qf_matrix_p1_b_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 319215, 'data_set_name': '可以使用:pv52_yse_national_price_imprvd_shares', 'description': '不可使用,仅供参考:Price-Improved Shares'}
|
|
{'id': 735, 'data_set_name': '可以使用:anl10_netpast_det_excflag_1170', 'description': '不可使用,仅供参考:Exclusion flag for net income estimates'}
|
|
{'id': 168878, 'data_set_name': '可以使用:mdl177_2_earningsqualityfactor_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."}
|
|
{'id': 171347, '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.'}
|
|
{'id': 321093, 'data_set_name': '可以使用:pv87_cash_from_operations_actual', 'description': '不可使用,仅供参考:Cash From Operations Actual'}
|
|
{'id': 295490, 'data_set_name': '可以使用:oth455_customer_roam_w1_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.'}
|
|
{'id': 295734, 'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w1_pca_fact2_cluster_20', '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 20 groups.'}
|
|
{'id': 323245, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_matrix_sent_sent_mean_tsrank', 'description': '不可使用,仅供参考:End-of-day time series rank of Sentiment Average'}
|
|
{'id': 6786, 'data_set_name': '可以使用:anl49_backfill_3rdfiscalquartersalesorrevenuesindicator', 'description': '不可使用,仅供参考:Third fiscal quarter sales or revenues indicator'}
|
|
{'id': 324251, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_topic_nip_business', '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 topic Business'}
|
|
{'id': 324247, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_topic_css_business', '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 topic Business'}
|
|
{'id': 295309, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w1_kmeans_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 5 groups.'}
|
|
{'id': 9830, 'data_set_name': '可以使用:retail_cli_score_qa', 'description': '不可使用,仅供参考:Coleman–Liau Index (CLI) for retail investors in Q&A section.'}
|
|
{'id': 295499, 'data_set_name': '可以使用:oth455_customer_roam_w2_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using K-means into 10 groups.'}
|
|
{'id': 318595, 'data_set_name': '可以使用:principal_component_score_9_top3000_v2', 'description': '不可使用,仅供参考:Ninth principal component value for the top 3000 securities (variant 2).'}
|
|
{'id': 85774, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_cash_ratio', 'description': "不可使用,仅供参考:Ratio which indicates a company's liquidity"}
|
|
{'id': 169324, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_fixastto', 'description': '不可使用,仅供参考:The trailing 12-month sales divided by the average of the total fixed assets in the same period.'}
|
|
{'id': 323060, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
|
|
{'id': 78927, 'data_set_name': '可以使用:fn_allocated_share_based_compensation_expense_a', 'description': '不可使用,仅供参考:Represents the expense recognized during the period arising from equity-based compensation arrangements (for example, shares of stock, unit, stock options or other equity instruments) with employees, directors and certain consultants qualifying for treatment as employees.'}
|
|
{'id': 83566, 'data_set_name': '可以使用:fnd3_a_sharesauthorized', 'description': '不可使用,仅供参考:Annual Shares Authorized'}
|
|
{'id': 296409, 'data_set_name': '可以使用:oth567score_mentorship', 'description': '不可使用,仅供参考:Mentorship score'}
|
|
{'id': 325993, 'data_set_name': '可以使用:pv87_webv2_simpleavg60_group_event_sentiment_score_insider_trading', 'description': '不可使用,仅供参考:60-day Simple average of Event Sentiment Score for group Insider Trading'}
|
|
{'id': 295585, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w4_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.'}
|
|
{'id': 319811, '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))'}
|
|
{'id': 168881, '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.'}
|
|
{'id': 323165, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_deviation', 'description': '不可使用,仅供参考:7-day Volume weighted average of Deviation of Sentiment'}
|
|
{'id': 295306, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w5_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
|
|
{'id': 323608, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_z_tsrank', 'description': '不可使用,仅供参考:14-day Volume weighted average of End-of-day time series rank of Sentiment'}
|
|
{'id': 163832, 'data_set_name': '可以使用:mdl26_rm03_nly_rvs_d_fy1_rnd_30', 'description': '不可使用,仅供参考:number of analysts revising down FYEAR1 earnings: 30 days'}
|
|
{'id': 171113, 'data_set_name': '可以使用:mdl77_curratio', 'description': '不可使用,仅供参考:Current Ratio: It is defined as the reported current assets from most recent quarter divided by the current liabilities from most recent quarter.'}
|
|
{'id': 278854, 'data_set_name': '可以使用:rp_nip_partner', 'description': '不可使用,仅供参考:News impact projection of partnership news'}
|
|
{'id': 323356, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple14d_ew_sent_z_tsrank', 'description': '不可使用,仅供参考:14-day Simple average of End-of-day time series rank of Sentiment'}
|
|
{'id': 324731, 'data_set_name': '可以使用:pv87_scores_uncertaintynormscr_median', 'description': '不可使用,仅供参考:Median of Uncertainity score'}
|
|
{'id': 383398, 'data_set_name': '可以使用:electric_utilities_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the electric utilities sector factor.'}
|
|
{'id': 295446, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w2_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
|
|
{'id': 324864, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oithetacall0', 'description': '不可使用,仅供参考:theta of all call options'}
|
|
{'id': 295561, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w2_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.'}
|
|
{'id': 295772, '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.'}
|
|
{'id': 318817, 'data_set_name': '可以使用:top2000_factor1_group20_score', 'description': '不可使用,仅供参考:First factor score for top 2000 securities, grouped into 20 clusters.'}
|
|
{'id': 320724, 'data_set_name': '可以使用:pv87_2_sales_af_matrix_p1_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Sales'}
|
|
{'id': 296414, 'data_set_name': '可以使用:oth567score_perks_309', 'description': '不可使用,仅供参考:Score for perks'}
|
|
{'id': 320646, '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))'}
|
|
{'id': 319871, 'data_set_name': '可以使用:pv87_2_ebit_qf_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))'}
|
|
{'id': 169286, 'data_set_name': '可以使用:mdl177_2_liquidityriskfactor_ocfratio', 'description': "不可使用,仅供参考:Operating Cash Flow Ratio : It is defined as a stock's most recently reported quarterly cash flow from operations divided by its current liabilities."}
|
|
{'id': 166986, 'data_set_name': '可以使用:mdl264_sector_rank_l3', 'description': "不可使用,仅供参考:The probability that the future trend of 'Sector ranking' will move up"}
|
|
{'id': 320732, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_all_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))'}
|
|
{'id': 322615, 'data_set_name': '可以使用:pv87_matrix_nonperiodic_eps_lt_growth_consensus_mean_numdown', 'description': '不可使用,仅供参考:Number of down revisions of EPS LT Growth Consensus Mean (%)'}
|
|
{'id': 83328, 'data_set_name': '可以使用:fnd3_Q_comstk_divpershare', 'description': '不可使用,仅供参考:Quarterly Common Stock Dividends Per Share'}
|
|
{'id': 161668, 'data_set_name': '可以使用:fscore_momentum', 'description': '不可使用,仅供参考:The purpose of this metric is to identify stocks which are currently undergoing either up or downward analyst revisions.'}
|
|
{'id': 326024, 'data_set_name': '可以使用:pv87_webv2_simpleavg60_topic_event_sentiment_score_all', 'description': '不可使用,仅供参考:60-day Simple average of Event Sentiment Score for topic All'}
|
|
{'id': 170766, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_pfcfghc', 'description': '不可使用,仅供参考:The difference between the trailing 12-month free cash flow per share and that of 4 quarters ago for a stock divided by its trading price.'}
|
|
{'id': 174439, 'data_set_name': '可以使用:oth460_power_rank_l2', 'description': '不可使用,仅供参考:The probability that the future trend of Overall Ranking" will be neutral"'}
|
|
{'id': 325379, 'data_set_name': '可以使用:pv87_v2_weightedavg20_group_event_sentiment_score_marketing', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Marketing'}
|
|
{'id': 5690, 'data_set_name': '可以使用:sales_estimate_median_quarterly', 'description': '不可使用,仅供参考:Sales - median of estimations'}
|
|
{'id': 84157, 'data_set_name': '可以使用:unearned_revenue_total_fast_d1', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Deferred Revenue'}
|
|
{'id': 6004, 'data_set_name': '可以使用:anl44_best_sales_hi', 'description': '不可使用,仅供参考:best sales hi'}
|
|
{'id': 324599, 'data_set_name': '可以使用:pv87_revenue_actual_scale', 'description': '不可使用,仅供参考:Scale of Revenue Actual'}
|
|
{'id': 322494, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volvegacallmput2', 'description': '不可使用,仅供参考:Weighted average Vega for near out-of-the-money and in-the-money call and put options with volume used as weight factor'}
|
|
{'id': 324233, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_event_sentiment_score_revenues', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Revenues'}
|
|
{'id': 295251, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w1_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
|
|
{'id': 319918, 'data_set_name': '可以使用:pv87_2_ebitda_qf_matrix_p1_b_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBITDA *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 320361, 'data_set_name': '可以使用:pv87_2_netprofit_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 80735, 'data_set_name': '可以使用:share_capital_extraordinary', 'description': '不可使用,仅供参考:Extraordinary share capital reported for the annual period.'}
|
|
{'id': 318291, 'data_set_name': '可以使用:fin_nonreit_method4_group10_score', 'description': '不可使用,仅供参考:Score from the fourth method for financial sector excluding REITs, grouped into 10 clusters.'}
|
|
{'id': 168785, 'data_set_name': '可以使用:latin_america_sales_exposure', 'description': '不可使用,仅供参考:Latin America Sales Exposure'}
|
|
{'id': 170770, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_pfcoy3ghc', 'description': '不可使用,仅供参考:The difference between the trailing 12-month operating cash flow per share and that of 12 quarters ago for a stock divided by its trading price.'}
|
|
{'id': 295518, 'data_set_name': '可以使用:oth455_customer_roam_w3_pca_fact2_cluster_20', '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 20 groups.'}
|
|
{'id': 170449, 'data_set_name': '可以使用:mdl77_2earningsqualityfactor_rau', 'description': "不可使用,仅供参考:Unexpected Change in Accounts Receivable: It is defined as the difference between current accounts receivable and the expected level of accounts receivable (multiplying the prior year's closing account balance by the growth in sales in the trailing 12 months) scaled by the total assets."}
|
|
{'id': 319767, 'data_set_name': '可以使用:pv87_2_cfps_qf_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 323034, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_std', 'description': '不可使用,仅供参考:14-day Volume weighted average of Standard deviation of Sentiment'}
|
|
{'id': 383418, 'data_set_name': '可以使用:net_retail_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the net retail sector factor.'}
|
|
{'id': 158370, 'data_set_name': '可以使用:insd3_holding_holding_share', 'description': '不可使用,仅供参考:Holding Holding Share'}
|
|
{'id': 324917, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oivegacallmput5', 'description': '不可使用,仅供参考:vega of in call minus put options'}
|
|
{'id': 81022, 'data_set_name': '可以使用:fnd28_annualforeign_value_08706a', 'description': '不可使用,仅供参考:value of annual field: Foreign Asset Turnover'}
|
|
{'id': 79011, 'data_set_name': '可以使用:fn_eff_income_tax_rate_continuing_operations_a', 'description': '不可使用,仅供参考:Percentage of current income tax expense (benefit) and deferred income tax expense (benefit) pertaining to continuing operations.'}
|
|
{'id': 324097, 'data_set_name': '可以使用:pv87_prv2_simpleavg1_group_event_sentiment_score_dividends', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for group Dividends'}
|
|
{'id': 279118, 'data_set_name': '可以使用:streetevents2_expiration_time_fast_d1', 'description': '不可使用,仅供参考:The time of day when the event or record in StreetEvents2 expires.'}
|
|
{'id': 320228, 'data_set_name': '可以使用:pv87_2_nav_qf_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 10435, 'data_set_name': '可以使用:mws87_confcallpart_sent_score_qa', 'description': '不可使用,仅供参考:The sentiment score of conference call participants in Q&A'}
|
|
{'id': 320612, 'data_set_name': '可以使用:pv87_2_roa_qf_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 324310, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Book Value / Share Consensus Mean'}
|
|
{'id': 326035, 'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_css_dividends', '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 Dividends'}
|
|
{'id': 295700, 'data_set_name': '可以使用:oth455_partner_n2v_p50_q200_w3_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.'}
|
|
{'id': 81058, 'data_set_name': '可以使用:fnd28_annualgrowth_value_08650a', 'description': '不可使用,仅供参考:value of annual field: Operating Income - 5 Yr Annual Growth'}
|
|
{'id': 169232, 'data_set_name': '可以使用:mdl177_2_historicalgrowthfactor_slope4qsales3y', 'description': '不可使用,仅供参考:Slope of 3-yr TTM Sales Trend Line'}
|
|
{'id': 322418, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivcallmput2', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near out-of-the-money and in-the-money call and put options with volume used as weight factor'}
|
|
{'id': 325881, 'data_set_name': '可以使用:pv87_webv2_simpleavg1_group_event_sentiment_score_labor_issues', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for group Labor Issues'}
|
|
{'id': 168789, 'data_set_name': '可以使用:long_term_growth_estimate_2', 'description': '不可使用,仅供参考:Long-Term Growth Rate Estimates'}
|
|
{'id': 160910, 'data_set_name': '可以使用:mdl109_log_sale', 'description': '不可使用,仅供参考:Log of revenue'}
|
|
{'id': 326048, 'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_event_sentiment_score_all', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group All'}
|
|
{'id': 318185, 'data_set_name': '可以使用:basicmat_method2_group2_score', 'description': '不可使用,仅供参考:Score from the second method for basic materials sector, grouped into 2 clusters.'}
|
|
{'id': 324683, 'data_set_name': '可以使用:pv87_scores_fin_upmdown_normscr_median', 'description': '不可使用,仅供参考:Median of Financial up minus down score'}
|
|
{'id': 169494, 'data_set_name': '可以使用:mdl177_2_valueanalystmodel_qva_alertrank', 'description': '不可使用,仅供参考:Alert Rank'}
|
|
{'id': 169886, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_pctchgocf_alt', 'description': "不可使用,仅供参考:1-yr Growth in TTM Oper Cash Flow : It is defined as the percent change of a stock's most recent trailing 12-month operating cash flow per share (OCF) as compared to the OCF 4 quarters ago."}
|
|
{'id': 323962, 'data_set_name': '可以使用:pv87_pos_earnings_matrix_event_sentiment_score_mean', 'description': '不可使用,仅供参考:Mean of Event Sentiment Score for type Posearnings'}
|
|
{'id': 322264, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oiivcallmput0', 'description': '不可使用,仅供参考:Weighted average Implied volatility for all call and put options with open interest used as weight factor'}
|
|
{'id': 170513, 'data_set_name': '可以使用:mdl77_2gdna_cashratio', 'description': '不可使用,仅供参考:Cash & Equivalents-to-Current Liabilities: It is defined as the most recently reported quarterly cash & equivalents divided by current liabilities.'}
|
|
{'id': 295254, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w1_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
|
|
{'id': 321183, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_capital_expenditure_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Capital Expenditure Consensus Mean'}
|
|
{'id': 86380, 'data_set_name': '可以使用:fnd72_q2_reinvest_earn_to_net_sales', 'description': '不可使用,仅供参考:Reinvested earnings as a percentage of revenue'}
|
|
{'id': 170442, 'data_set_name': '可以使用:mdl77_2earningsqualityfactor_dpcapex', 'description': '不可使用,仅供参考:Change in TTM Depreciation vs CapEx: It is defined as the absolute value of the difference between the yearly percent change in trailing 12-month depreciation expense and the yearly percent change in trailing 12-month capital expenditure.'}
|
|
{'id': 159826, 'data_set_name': '可以使用:fnd65_allcap_sedol_p50_200ratio', 'description': "不可使用,仅供参考:It is defined as the moving average of a stock's prices in last 50 days divided by the moving average of its prices in last 200 days."}
|
|
{'id': 174681, '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"'}
|
|
{'id': 319502, 'data_set_name': '可以使用:pv7_superrelation_sec_all_score_float', 'description': '不可使用,仅供参考:Float number of relation scores from SEC report, with backfill'}
|
|
{'id': 324217, 'data_set_name': '可以使用:pv87_prv2_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'}
|
|
{'id': 86844, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_oper_inc_growth', 'description': '不可使用,仅供参考:A percentage increase or decrease of operating income by comparing the current period with the same period prior year'}
|
|
{'id': 323004, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_ew_sent_std_std', 'description': '不可使用,仅供参考:14-day Volume weighted average of Standard deviation of Sentiment Standard deviation'}
|
|
{'id': 325899, 'data_set_name': '可以使用:pv87_webv2_simpleavg1_group_nip_partnerships', 'description': '不可使用,仅供参考:1-day Simple 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 Partnerships'}
|
|
{'id': 158745, 'data_set_name': '可以使用:inst6_value_of_institutional_shares_sold', 'description': '不可使用,仅供参考:Aggregate dollar value of shares sold by institutions'}
|
|
{'id': 295824, 'data_set_name': '可以使用:oth455_partner_roam_w4_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with partner data and then clustered using K-means into 20 groups.'}
|
|
{'id': 86386, 'data_set_name': '可以使用:fnd72_q2_retention_ratio', 'description': '不可使用,仅供参考:Proportion of earnings kept back in the business as retained earnings'}
|
|
{'id': 84022, 'data_set_name': '可以使用:quarterly_authorized_shares_count', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Shares Authorized'}
|
|
{'id': 167922, 'data_set_name': '可以使用:regional_momentum_rank_float', 'description': "不可使用,仅供参考:Numeric rank showing a security's momentum relative to others in the same region."}
|
|
{'id': 1356, 'data_set_name': '可以使用:environmental_corr_weighted_sector_position', 'description': '不可使用,仅供参考:Company’s position within its sector based on environmental score weighted by KPIs most correlated to financial returns.'}
|
|
{'id': 295846, 'data_set_name': '可以使用:oth455_partner_roam_w5_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.'}
|
|
{'id': 319779, 'data_set_name': '可以使用:pv87_2_csh_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Common Shares *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 318908, 'data_set_name': '可以使用:top300_factor2_group50_score', 'description': '不可使用,仅供参考:Second factor score for top 300 securities, grouped into 50 clusters.'}
|
|
{'id': 319003, 'data_set_name': '可以使用:pv48_dynamic_shares_cur', 'description': '不可使用,仅供参考:Current shares for dynamic index.'}
|
|
{'id': 83168, 'data_set_name': '可以使用:current_unearned_revenue_balance_acctadj', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Deferred Revenue, Current'}
|
|
{'id': 81285, 'data_set_name': '可以使用:fnd28_growthratesa_value_08636a', 'description': '不可使用,仅供参考:value of annual field: Net Income Growth'}
|
|
{'id': 171414, 'data_set_name': '可以使用:mdl77_liquidityriskfactor_si_ratio', 'description': '不可使用,仅供参考:Short Interest Ratio: It is defined as the number of shares sold short divided by the average daily trading volume of the stock over the last 30 trading days.'}
|
|
{'id': 325518, 'data_set_name': '可以使用:pv87_v2item_indrank_item_6030_215', 'description': '不可使用,仅供参考:Industry ranked item score for item 215 in topic Board Structure'}
|
|
{'id': 169928, 'data_set_name': '可以使用:mdl177_historicalgrowthmodel_hgm_composite', 'description': '不可使用,仅供参考:Historical Growth Composite'}
|
|
{'id': 161675, 'data_set_name': '可以使用:growth_potential_rank_derivative', 'description': '不可使用,仅供参考:Change in ranking for medium-term growth potential compared to previous period.'}
|
|
{'id': 319881, 'data_set_name': '可以使用:pv87_2_ebitda_af_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))'}
|
|
{'id': 320457, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 323619, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_mean_trend2', 'description': '不可使用,仅供参考:28-day Volume weighted average of Trend of Sentiment Average'}
|
|
{'id': 324925, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oivegacallmputs5', 'description': '不可使用,仅供参考:vega of in call minus put options with the same strike prices, which are in the money'}
|
|
{'id': 322421, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivcallmput5', 'description': '不可使用,仅供参考:Weighted average Implied volatility for in-the-money call and put options with volume used as weight factor'}
|
|
{'id': 158389, 'data_set_name': '可以使用:insd3_whalewisdom_shares', 'description': '不可使用,仅供参考:Whale Wisdom Shares'}
|
|
{'id': 325695, 'data_set_name': '可以使用:pv87_web_weightedavg1_group_v2_0_1_css_earnings', 'description': '不可使用,仅供参考:1-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Earnings'}
|
|
{'id': 324540, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Revenue Consensus Mean'}
|
|
{'id': 321191, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
|
|
{'id': 169919, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_slope4qsales3y', 'description': '不可使用,仅供参考:Slope of 3-yr TTM Sales Trend Line'}
|
|
{'id': 323138, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_ew_sent_mean_trend2', 'description': '不可使用,仅供参考:7-day Volume weighted average of Trend of Sentiment Average'}
|
|
{'id': 323512, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_simple7d_sent_mean_tsrank', 'description': '不可使用,仅供参考:End-of-day time series rank of Sentiment Average'}
|
|
{'id': 168590, 'data_set_name': '可以使用:global_value_momentum_rank', 'description': "不可使用,仅供参考:Global-relative ranking of a security's value-momentum score."}
|
|
{'id': 278973, 'data_set_name': '可以使用:info10_tone_score_simple_fast_d1', 'description': '不可使用,仅供参考:Overall sentiment score for the event transcript or story in the info10 module (simple version).'}
|
|
{'id': 7300, 'data_set_name': '可以使用:anl69_country', 'description': '不可使用,仅供参考:Country'}
|
|
{'id': 6508, '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.'}
|
|
{'id': 325388, 'data_set_name': '可以使用:pv87_v2_weightedavg20_group_nip_analyst_ratings', '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 Analyst Ratings'}
|
|
{'id': 169458, 'data_set_name': '可以使用:mdl177_2_sensitivityfactor400_apsales', 'description': '不可使用,仅供参考:Asia-Pacific Sales Exposure'}
|
|
{'id': 169307, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_capacq', 'description': '不可使用,仅供参考:Capital Acquisition Ratio'}
|
|
{'id': 383430, 'data_set_name': '可以使用:road_rail_transport_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the road and rail transportation sector factor.'}
|
|
{'id': 279111, 'data_set_name': '可以使用:se_score', 'description': '不可使用,仅供参考:(number of positive words - number of negative words)/(number of positive words + number of negative words)'}
|
|
{'id': 169901, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_rsqr4qsales3y', 'description': '不可使用,仅供参考:R-Sqr of 3-yr TTM Sales Trend Line'}
|
|
{'id': 319965, 'data_set_name': '可以使用:pv87_2_ebitdaps_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 174076, 'data_set_name': '可以使用:oth460_erlanger_option_rank_l1', 'description': '不可使用,仅供参考:The probability that the future trend of Option Rank" will be fall"'}
|
|
{'id': 171434, 'data_set_name': '可以使用:mdl77_momemtumanalystmodel_qma_eplinkage', 'description': '不可使用,仅供参考:The equal-weighted average of the Change in Free Cash Flow Rank, the Industry Relative 3-Month Return Rank, the Market Earnings Response Rank, and the Change in Net Working Capital Rank.'}
|
|
{'id': 165223, '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)'}
|
|
{'id': 78757, 'data_set_name': '可以使用:fnd17_qpayratio', 'description': '不可使用,仅供参考:Payout ratio - most recent quarter'}
|
|
{'id': 319044, 'data_set_name': '可以使用:pv48_ru3000_constituent_sharesout', 'description': '不可使用,仅供参考:ru3000 constituent sharesout related to the US 3000 constituent index.'}
|
|
{'id': 325193, 'data_set_name': '可以使用:pv87_v2_expavg60_group_nip_partnerships', 'description': '不可使用,仅供参考:60-day Exponential 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 Partnerships'}
|
|
{'id': 322359, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oivegaput1', 'description': '不可使用,仅供参考:Weighted average Vega for near in-the-money and out-of-the-money put options with open interest used as weight factor'}
|
|
{'id': 295383, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w2_pca_fact1_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 20 groups.'}
|
|
{'id': 319741, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 5964, 'data_set_name': '可以使用:anl44_best_opp_to_sales', 'description': '不可使用,仅供参考:best opp to sales'}
|
|
{'id': 169348, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_rdsale', 'description': '不可使用,仅供参考:R&D Intensity : It is defined as the average of the research & development expenses in the trailing 12-months deflated by the sum of total sales in the same period.'}
|
|
{'id': 295580, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w3_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.'}
|
|
{'id': 323191, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_z_daydiff', 'description': '不可使用,仅供参考:7-day Volume weighted average of Daily difference of Sentiment'}
|
|
{'id': 86383, 'data_set_name': '可以使用:fnd72_q2_rel_pe_ratio', 'description': "不可使用,仅供参考:Relative Price/Earnings is a stock's Price/Earnings ratio relative to the Price/Earnings ratio of a relevant index"}
|
|
{'id': 321616, 'data_set_name': '可以使用:pv87_dividends_matrix_event_sentiment_score_mean', 'description': '不可使用,仅供参考:Mean of Event Sentiment Score for type Dividends'}
|
|
{'id': 320656, 'data_set_name': '可以使用:pv87_2_roe_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 160469, 'data_set_name': '可以使用:fnd65_us5000_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.'}
|
|
{'id': 322220, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oigammacall4', 'description': '不可使用,仅供参考:Weighted average Gamma for near-the-money call options with open interest used as weight factor'}
|
|
{'id': 9508, 'data_set_name': '可以使用:anl83_analyst_sent_score_qa', 'description': '不可使用,仅供参考:The Sentiment Score of Sell Side Analysts in Q_A'}
|
|
{'id': 171104, 'data_set_name': '可以使用:mdl77_aspanratio', 'description': "不可使用,仅供参考:Stock's quarterly operating assets minus its operating liabilities deflated by the lagged total assets"}
|
|
{'id': 973, 'data_set_name': '可以使用:anl10_sal_newpast_det_estflag', 'description': '不可使用,仅供参考:Estimate flag for sales'}
|
|
{'id': 170782, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_slope4qfcf3y', 'description': '不可使用,仅供参考:Slope of 3-yr TTM Free Cash Flow Trend Line: It is defined as the slope coefficient between monthly dates and the corresponding trailing 12-month free cash flow per share in the prior 12 quarters.'}
|
|
{'id': 322271, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oiivcallmput7', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near out-of-the-money call and put options with open interest used as weight factor'}
|
|
{'id': 83624, 'data_set_name': '可以使用:fnd3_aacctadj_costofrevenue', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Cost of Revenue'}
|
|
{'id': 295349, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w4_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
|
|
{'id': 324882, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oithetacallmput8', 'description': '不可使用,仅供参考:theta of near in call minus put options'}
|
|
{'id': 279613, 'data_set_name': '可以使用:composite_story_sentiment_score_2', 'description': '不可使用,仅供参考:Combined sentiment score for a news story using multiple analysis techniques.'}
|
|
{'id': 321313, 'data_set_name': '可以使用:pv87_daily_matrix_nonperiodic_eps_lt_growth_consensus_mean_numanalysts', 'description': '不可使用,仅供参考:Number of analysts of EPS LT Growth Consensus Mean (%)'}
|
|
{'id': 169325, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_fwdroe', 'description': '不可使用,仅供参考:Forward Return on Equity'}
|
|
{'id': 168332, 'data_set_name': '可以使用:credit_risk_sector_percentile_score_2', 'description': '不可使用,仅供参考:Percentile rank of credit risk within the sector group (alternate source).'}
|
|
{'id': 322366, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oivegaput8', 'description': '不可使用,仅供参考:Weighted average Vega for near in-the-money put options with open interest used as weight factor'}
|
|
{'id': 324179, 'data_set_name': '可以使用:pv87_prv2_simpleavg60_group_event_sentiment_score_all', 'description': '不可使用,仅供参考:60-day Simple average of Event Sentiment Score for group All'}
|
|
{'id': 279765, 'data_set_name': '可以使用:industry_weight_alt_dmgrhchendtnret', 'description': '不可使用,仅供参考:The weight or importance assigned to a specific industry in the alternative module.'}
|
|
{'id': 164125, 'data_set_name': '可以使用:mdl26_v14_prsprise_fq1_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) FQTR1 revenue'}
|
|
{'id': 164197, 'data_set_name': '可以使用:mdl26_v14_smartestimate_fy1_revenue', 'description': '不可使用,仅供参考:smartestimate FYEAR1 revenue'}
|
|
{'id': 326072, 'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_nip_insider_trading', '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 Insider Trading'}
|
|
{'id': 318912, '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.'}
|
|
{'id': 320277, 'data_set_name': '可以使用:pv87_2_netdebt_af_matrix_p1_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 6476, 'data_set_name': '可以使用:forecast_currency_cash_flow_per_share_second', 'description': '不可使用,仅供参考:Currency in which the cash flow per share forecast is denominated in the second version module.'}
|
|
{'id': 323979, 'data_set_name': '可以使用:pv87_primary_eps_estimate_1_yr_quarterly_growth_scale', 'description': '不可使用,仅供参考:Scale of Primary EPS Estimate - 1 Yr Quarterly Growth %'}
|
|
{'id': 86958, 'data_set_name': '可以使用:fnd72_s_pit_or_is_a_is_foreign_crncy_trans_adj', 'description': '不可使用,仅供参考:Foreign Currency Translation Adjustment'}
|
|
{'id': 171310, 'data_set_name': '可以使用:mdl77_historicalgrowthfactor_pctchg3ycf', 'description': "不可使用,仅供参考:The percent change in a stock's most recent trailing 12-month cash flow per share as compared to itself 12 quarters ago."}
|
|
{'id': 324011, 'data_set_name': '可以使用:pv87_prv2_expavg20_group_event_sentiment_score_equity_actions', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Equity Actions'}
|
|
{'id': 167823, 'data_set_name': '可以使用:mdl31_v14_ab1_bv_share_last_qtr', 'description': '不可使用,仅供参考:Last quarter book value per share'}
|
|
{'id': 169180, 'data_set_name': '可以使用:mdl177_2_historicalgrowthfactor_chg3ycfp', 'description': '不可使用,仅供参考:The difference between the the trailing 12-month cash flow per share and that of 12-quarter ago comparable trailing 12-month cash flow for a stock divided by its trading price.'}
|
|
{'id': 161555, 'data_set_name': '可以使用:mdl138_pdi3_sale', 'description': '不可使用,仅供参考:PDI-3 Factor based on Sales/Turnover'}
|
|
{'id': 163461, 'data_set_name': '可以使用:mdl26_arm_score_change_60', 'description': '不可使用,仅供参考:score change for days: 60'}
|
|
{'id': 295268, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w2_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
|
|
{'id': 81274, 'data_set_name': '可以使用:fnd28_growthratesa_value_08610a', 'description': '不可使用,仅供参考:value of annual field: Book Value Per Share - 5 Yr Annual Growth Profitability Annual Statistics'}
|
|
{'id': 323946, 'data_set_name': '可以使用:pv87_pos_analyst_matrix_event_sentiment_score_count', 'description': '不可使用,仅供参考:Count of Event Sentiment Score for type Posanalyst'}
|
|
{'id': 323045, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted14d_sent_trend2', 'description': '不可使用,仅供参考:14-day Volume weighted average of Trend of Sentiment'}
|
|
{'id': 85947, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_asset_growth', 'description': '不可使用,仅供参考:A percentage increase or decrease of total assets by comparing current period with same period prior year'}
|
|
{'id': 9480, 'data_set_name': '可以使用:analyst_dcs_score_presentation', 'description': '不可使用,仅供参考:Dale–Chall Score (DCS) for analysts in presentation section.'}
|
|
{'id': 323145, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_ew_sent_std_mean', 'description': '不可使用,仅供参考:7-day Volume weighted average of Average of Sentiment Standard deviation'}
|
|
{'id': 323061, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted28d_ew_sent_mean_mean', 'description': '不可使用,仅供参考:28-day Volume weighted average of Average of Sentiment Average'}
|
|
{'id': 324716, 'data_set_name': '可以使用:pv87_scores_negpartnormscr_median', 'description': '不可使用,仅供参考:Median of Negativity partial score'}
|
|
{'id': 318910, '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.'}
|
|
{'id': 8967, 'data_set_name': '可以使用:growth', 'description': '不可使用,仅供参考:Historical 5-year growth'}
|
|
{'id': 295290, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w4_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
|
|
{'id': 324654, 'data_set_name': '可以使用:pv87_sale_asset_fy1_mean', 'description': '不可使用,仅供参考:Asset turnover, FY1'}
|
|
{'id': 325099, 'data_set_name': '可以使用:pv87_v2_expavg20_group_event_sentiment_score_insider_trading', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Insider Trading'}
|
|
{'id': 169329, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_min1ygrossmargin', 'description': '不可使用,仅供参考:1-Year Trough Gross Margin'}
|
|
{'id': 319976, 'data_set_name': '可以使用:pv87_2_ebitdaps_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 295553, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w1_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.'}
|
|
{'id': 318768, 'data_set_name': '可以使用:technology_pca_factor2_grouping20', 'description': '不可使用,仅供参考:Second principal component grouping for technology sector with 20 clusters.'}
|
|
{'id': 318769, 'data_set_name': '可以使用:technology_pca_factor2_grouping5', 'description': '不可使用,仅供参考:Second principal component grouping for technology sector with 5 clusters.'}
|
|
{'id': 322297, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_oithetacall5', 'description': '不可使用,仅供参考:Weighted average Theta for in-the-money call options with open interest used as weight factor'}
|
|
{'id': 319708, 'data_set_name': '可以使用:pv87_2_capex_qf_matrix_p1_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))'}
|
|
{'id': 1448, 'data_set_name': '可以使用:social_score_industry_position', 'description': '不可使用,仅供参考:Company’s position within industry peer group for social score.'}
|
|
{'id': 86868, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_revenue_per_sh', 'description': '不可使用,仅供参考:Ratio that computes the total revenue earned per share over the reporting period'}
|
|
{'id': 324892, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oithetaput0', 'description': '不可使用,仅供参考:theta of all put options'}
|
|
{'id': 168345, 'data_set_name': '可以使用:mdl37_bk_broker_research', 'description': "不可使用,仅供参考:The global 1-100 rank of a company's credit riskiness based on textual data in broker research documents"}
|
|
{'id': 319975, 'data_set_name': '可以使用:pv87_2_ebitdaps_qf_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 160722, 'data_set_name': '可以使用:fnd65_us5000_cusip_slope4qsales3y', 'description': '不可使用,仅供参考:It is defined as the slope coefficient between monthly dates and the corresponding trailing 12-month sales per share in the prior 12 quarters.'}
|
|
{'id': 161467, 'data_set_name': '可以使用:percentage_volume_oscillator_5d', 'description': '不可使用,仅供参考:Percentage Volume Oscillator value over 5 days.'}
|
|
{'id': 171326, 'data_set_name': '可以使用:mdl77_historicalgrowthfactor_pfcy3ghc', '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 comparable trailing 12-month cash flow for a stock divided by its trading price.'}
|
|
{'id': 83167, 'data_set_name': '可以使用:current_unearned_revenue_balance', 'description': '不可使用,仅供参考:Amount of deferred revenue classified as current.'}
|
|
{'id': 168639, 'data_set_name': '可以使用:mdl44_previousscore', 'description': '不可使用,仅供参考:Company level participant score from previous week, null values are negative'}
|
|
{'id': 320082, 'data_set_name': '可以使用:pv87_2_fcfps_af_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))'}
|
|
{'id': 324536, 'data_set_name': '可以使用:pv87_qtr_matrix_revenue_consensus_mean_numdown', 'description': '不可使用,仅供参考:Number of down revisions of Revenue Consensus Mean'}
|
|
{'id': 320216, 'data_set_name': '可以使用:pv87_2_nav_af_matrix_p1_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 295469, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w4_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
|
|
{'id': 324329, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Cash Flow / Share Consensus Mean'}
|
|
{'id': 325883, 'data_set_name': '可以使用:pv87_webv2_simpleavg1_group_event_sentiment_score_partnerships', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for group Partnerships'}
|
|
{'id': 295798, '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.'}
|
|
{'id': 325722, 'data_set_name': '可以使用:pv87_web_weightedavg60_topic_css_business', '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 topic Business'}
|
|
{'id': 169846, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_chgnpm_alt', 'description': '不可使用,仅供参考:1-Yr Change in Net Profit Margin : It is defined as the most recent quarterly net profit margin (NPM) minus the NPM 4 quarters agoNet profit margin is net income divided by total sales.'}
|
|
{'id': 160056, '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.'}
|
|
{'id': 295390, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w2_pca_fact3_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 3rd eigenvalue of PCA into 5 groups.'}
|
|
{'id': 87585, 'data_set_name': '可以使用:fnd90_us_game_optimism_sale', 'description': '不可使用,仅供参考:Analyst Optimism Sales [ Descending] - [Quality.Profitability]'}
|
|
{'id': 324661, 'data_set_name': '可以使用:pv87_score_count', 'description': '不可使用,仅供参考:Count of Sentiment Score'}
|
|
{'id': 326181, 'data_set_name': '可以使用:pv87_weightedavg1_topic_ess_all', 'description': '不可使用,仅供参考:1-day Weighted average of ESS - Event Sentiment Score for topic All'}
|
|
{'id': 320849, 'data_set_name': '可以使用:pv87_ann_matrix_book_value_share_estimate_high', 'description': '不可使用,仅供参考:High of Book Value / Share Estimate'}
|
|
{'id': 6805, 'data_set_name': '可以使用:anl49_backfill_bookvaluepershare', 'description': '不可使用,仅供参考:Total assets minus liabilities, minus any equity issues that have a prior claim divided by the number of common shares outstanding at the fiscal year end.'}
|
|
{'id': 6715, 'data_set_name': '可以使用:treynor_performance_ratio', 'description': '不可使用,仅供参考:Risk-adjusted return measure relative to the risk-free rate.'}
|
|
{'id': 5593, 'data_set_name': '可以使用:max_shares_outstanding_guidance', 'description': '不可使用,仅供参考:The maximum guidance for Shares'}
|
|
{'id': 6895, 'data_set_name': '可以使用:anl49_cashflowpershare', 'description': '不可使用,仅供参考:Cash flow less preferred dividends (if any) divided by common shares outstanding at year end.'}
|
|
{'id': 169304, 'data_set_name': '可以使用:mdl177_2_managementqualityfactor_app', 'description': '不可使用,仅供参考:Average Payable Period : It is defined as the average of the trailing 12-month accounts payable times 365 divided by the trailing 12-month cost of goods sold.'}
|
|
{'id': 318577, 'data_set_name': '可以使用:principal_component_score_4_top500_513', 'description': '不可使用,仅供参考:Value of the 5th principal component for the top 500 securities in group 513.'}
|
|
{'id': 278491, 'data_set_name': '可以使用:news_ratio_vol', 'description': '不可使用,仅供参考:Curr_Vol / Mov_Vol'}
|
|
{'id': 319063, 'data_set_name': '可以使用:pv48_usa_russell_rgs_shares', 'description': '不可使用,仅供参考:No field description'}
|
|
{'id': 324853, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oiivcallmputs9', 'description': '不可使用,仅供参考:implied volatility of deep in call minus put options with the same strike prices, which are in the money'}
|
|
{'id': 171886, 'data_set_name': '可以使用:projected_two_year_eps_growth_2', 'description': '不可使用,仅供参考:2-Year Ahead EPS Growth'}
|
|
{'id': 322593, 'data_set_name': '可以使用:pv87_marketimpactscore_mean', 'description': '不可使用,仅供参考:Mean 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'}
|
|
{'id': 1350, 'data_set_name': '可以使用:employee_training_subsector_percentile', 'description': '不可使用,仅供参考:Percentile ranking within subsector peer group for employee training, safety, and well-being.'}
|
|
{'id': 318963, 'data_set_name': '可以使用:utilities_method1_group5_score', 'description': '不可使用,仅供参考:Score from the first method for utilities sector, grouped into 5 clusters.'}
|
|
{'id': 168935, 'data_set_name': '可以使用:mdl177_2_globaldevnorthamerica_v502_cashratio', 'description': '不可使用,仅供参考:Cash & Equivalents-to-Current Liabilities : It is defined as the most recently reported quarterly cash & equivalents divided by current liabilities.'}
|
|
{'id': 167876, 'data_set_name': '可以使用:mdl31_v14_ab1_pricesales_current', 'description': '不可使用,仅供参考:Current price to sales ratio'}
|
|
{'id': 323543, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_mean_median', 'description': '不可使用,仅供参考:14-day Volume weighted average of Median of Sentiment Average'}
|
|
{'id': 279617, 'data_set_name': '可以使用:editorial_commentary_sentiment_score_2', 'description': '不可使用,仅供参考:Sentiment score for short commentary and editorials on equity markets.'}
|
|
{'id': 169872, 'data_set_name': '可以使用:mdl177_historicalgrowthfactor_pctchg3yeps_alt', 'description': "不可使用,仅供参考:The percent change in a stock's most recent trailing 12-month earnings per share as compared to itself 12 quarters ago."}
|
|
{'id': 169685, 'data_set_name': '可以使用:mdl177_earningsqualityfactor_salerec', 'description': '不可使用,仅供参考:Change in TTM Sales vsAccounts Receivable : It is defined as the difference between the yearly percent change in trailing 12-month sales and the yearly percent change in accounts receivable.'}
|
|
{'id': 323622, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_range', 'description': '不可使用,仅供参考:28-day Volume weighted average of Range of Sentiment'}
|
|
{'id': 167913, 'data_set_name': '可以使用:industry_momentum_score_float', 'description': '不可使用,仅供参考:Numeric value representing the momentum component based on industry-level returns.'}
|
|
{'id': 325331, 'data_set_name': '可以使用:pv87_v2_simpleavg60_group_nip_partnerships', 'description': '不可使用,仅供参考:60-day Simple 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 Partnerships'}
|
|
{'id': 318816, 'data_set_name': '可以使用:top2000_factor1_group10_score', 'description': '不可使用,仅供参考:First factor score for top 2000 securities, grouped into 10 clusters.'}
|
|
{'id': 295527, 'data_set_name': '可以使用:oth455_customer_roam_w4_pca_fact1_cluster_20', '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 20 groups.'}
|
|
{'id': 323576, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_sent_mean_daydiff', 'description': '不可使用,仅供参考:14-day Volume weighted average of Daily difference of Sentiment Average'}
|
|
{'id': 320370, 'data_set_name': '可以使用:pv87_2_netprofit_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 163306, 'data_set_name': '可以使用:mdl230_us5000_cusip_salesurp', 'description': '不可使用,仅供参考:It is defined as the most recent reported quarterly sales minus consensus sales forecasts, divided by the standard deviation of sales forecasts.'}
|
|
{'id': 741, 'data_set_name': '可以使用:anl10_netrevise_ratio_to_consensus_fq1_2525', 'description': '不可使用,仅供参考:Consensus estimate value for net income Q1'}
|
|
{'id': 322441, 'data_set_name': '可以使用:pv87_ivy_opprc_matrix_weightavg_volivput7', 'description': '不可使用,仅供参考:Weighted average Implied volatility for near out-of-the-money put options with volume used as weight factor'}
|
|
{'id': 325692, 'data_set_name': '可以使用:pv87_web_weightedavg1_group_css_revenues', 'description': '不可使用,仅供参考:1-day Weighted average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Revenues'}
|
|
{'id': 295584, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_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.'}
|
|
{'id': 2218, 'data_set_name': '可以使用:anl14_numofests_revenue_fp4', 'description': '不可使用,仅供参考:Num of Estimations of Revenue - upcoming 4 quarters'}
|
|
{'id': 883, 'data_set_name': '可以使用:anl10_prrrevise_ratio_to_close_fy1_2559', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for price return ratio FY1'}
|
|
{'id': 170300, 'data_set_name': '可以使用:mdl177_valuemomemtummodel_earningsqualitymodule', 'description': '不可使用,仅供参考:Earnings Quality Module'}
|
|
{'id': 86040, 'data_set_name': '可以使用:fnd72_pit_or_cr_q_low_px_to_book_ratio', 'description': "不可使用,仅供参考:Equal to the ratio of a stock's low price divided by the book value per share"}
|
|
{'id': 321103, 'data_set_name': '可以使用:pv87_cash_from_operations_of_estimates', 'description': '不可使用,仅供参考:Cash From Operations - # of Estimates'}
|
|
{'id': 326056, 'data_set_name': '可以使用:pv87_webv2_weightedavg20_group_event_sentiment_score_investor_relations', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Investor Relations'}
|
|
{'id': 323558, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted14d_ew_sent_std_trend', 'description': '不可使用,仅供参考:14-day Volume weighted average of Trend of Sentiment Standard deviation'}
|
|
{'id': 168344, 'data_set_name': '可以使用:legal_obligation_language_score_2', 'description': '不可使用,仅供参考:Score based on language about legal responsibilities and agreements (alternate source).'}
|
|
{'id': 322077, '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'}
|
|
{'id': 9720, 'data_set_name': '可以使用:buyside_gfi_score_presentation', 'description': '不可使用,仅供参考:Gunning Fog Index (GFI) for buy-side investors in presentation section.'}
|
|
{'id': 159759, 'data_set_name': '可以使用:fnd65_allcap_sedol_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.'}
|
|
{'id': 295744, 'data_set_name': '可以使用:oth455_partner_n2v_p50_q50_w2_pca_fact1_cluster_5', '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 5 groups.'}
|
|
{'id': 159820, 'data_set_name': '可以使用:fnd65_allcap_sedol_ohlsonscore', 'description': "不可使用,仅供参考:It is a model assessing a company's probability of bankruptcy by considering firm size,capital structure, financial performance, and liquidity. It is derived from Ohlson (1980)."}
|
|
{'id': 323197, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_z_trend', 'description': '不可使用,仅供参考:7-day Volume weighted average of Trend of Sentiment'}
|
|
{'id': 167954, 'data_set_name': '可以使用:mdl354_group_pt1ac_5y_sale', 'description': '不可使用,仅供参考:Historical 5Y revenue growth acceleration'}
|
|
{'id': 294864, 'data_set_name': '可以使用:oth335_hc_combined_all_region_shield', 'description': '不可使用,仅供参考:Score from the SHIELD model'}
|
|
{'id': 324741, 'data_set_name': '可以使用:pv87_sell_shares_sum', 'description': '不可使用,仅供参考:Sum of Selling Number of shares traded'}
|
|
{'id': 168616, 'data_set_name': '可以使用:region_value_momentum_rank_float', 'description': '不可使用,仅供参考:Precise region-relative value-momentum ranking as a floating-point value.'}
|
|
{'id': 164, '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'}
|
|
{'id': 383391, 'data_set_name': '可以使用:construction_materials_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the construction materials sector factor.'}
|
|
{'id': 1806, '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'}
|
|
{'id': 323730, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_sent_range', 'description': '不可使用,仅供参考:7-day Volume weighted average of Range of Sentiment'}
|
|
{'id': 404, 'data_set_name': '可以使用:anl10_entpast_det_excflag', 'description': '不可使用,仅供参考:Exclusion flag for earnings net taxes estimates'}
|
|
{'id': 323225, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_matrix_sent_ew_sent_tsrank', 'description': '不可使用,仅供参考:tsrank of Sentiment'}
|
|
{'id': 322063, 'data_set_name': '可以使用:pv87_indrank_item_1070_363', 'description': '不可使用,仅供参考:Industry ranked item score for item 363 in topic Environmental Social Impacts On Assets Operation'}
|
|
{'id': 324157, 'data_set_name': '可以使用:pv87_prv2_simpleavg20_group_nip_revenues', 'description': '不可使用,仅供参考:20-day Simple 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'}
|
|
{'id': 324285, 'data_set_name': '可以使用:pv87_prv2_weightedavg60_group_nip_equity_actions', '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 Equity Actions'}
|
|
{'id': 318569, 'data_set_name': '可以使用:principal_component_score_2_all', 'description': '不可使用,仅供参考:Value of the 3rd principal component for all securities in the universe.'}
|
|
{'id': 319732, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 325515, 'data_set_name': '可以使用:pv87_v2item_indrank_item_6020_200', 'description': '不可使用,仅供参考:Industry ranked item score for item 200 in topic Shareholder Rights'}
|
|
{'id': 325432, 'data_set_name': '可以使用:pv87_v2_weightedavg60_group_css_revenues', '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 Revenues'}
|
|
{'id': 321330, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_book_value_share_consensus_mean_numanalystsunfiltered', 'description': '不可使用,仅供参考:Number of analysts (unfiltered) of Book Value / Share Consensus Mean'}
|
|
{'id': 321065, 'data_set_name': '可以使用:pv87_capital_expenditure_consensus_low', 'description': '不可使用,仅供参考:Capital Expenditure Consensus Low'}
|
|
{'id': 80537, 'data_set_name': '可以使用:fully_paid_shares_outstanding', 'description': '不可使用,仅供参考:Total number of shares that have been fully paid and are currently outstanding.'}
|
|
{'id': 320253, 'data_set_name': '可以使用:pv87_2_nav_qf_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 295572, 'data_set_name': '可以使用:oth455_partner_n2v_p10_q200_w3_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.'}
|
|
{'id': 171088, 'data_set_name': '可以使用:mdl77_400_p50_200ratio', 'description': "不可使用,仅供参考:50-200 Day Stock Price Ratio: It is defined as the moving average of a stock's prices in last 50 days divided by the moving average of its prices in last 200 days."}
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{'id': 10493, 'data_set_name': '可以使用:mws87_numvswordsratiocfoqa', 'description': '不可使用,仅供参考:Number of numerical/number of all words of CFO in Q&A (NA if CFO not attended or no speech in Q&A).'}
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{'id': 87488, 'data_set_name': '可以使用:contingent_liabilities_equity_ratio', 'description': '不可使用,仅供参考:Ratio of potential liabilities to shareholders’ equity.'}
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{'id': 319849, 'data_set_name': '可以使用:pv87_2_ebit_af_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of EBIT *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'id': 174768, 'data_set_name': '可以使用:oth460_tech_rank_l2', 'description': '不可使用,仅供参考:The probability that the future trend of Relative Strength Ranking Value" will be neutral"'}
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{'id': 319985, 'data_set_name': '可以使用:pv87_2_eps_af_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))'}
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{'id': 167114, 'data_set_name': '可以使用:mdl264_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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{'id': 325996, 'data_set_name': '可以使用:pv87_webv2_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'}
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{'id': 324868, 'data_set_name': '可以使用:pv87_tradealert_options_weightavg_oithetacall4', 'description': '不可使用,仅供参考:theta of near call options'}
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{'id': 169608, 'data_set_name': '可以使用:mdl177_earningmomentumfactor_lagegp_alt', 'description': '不可使用,仅供参考:Lagged Inverse of PEG Ratio : It is defined as the trailing 12-month earnings per share before extraordinary items times the change in yearly trailing 12-month sales per share growth rate, divided by trading price.'}
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{'id': 165468, 'data_set_name': '可以使用:mdl262_trkdpitpredictivetotrevenue_mad_act', 'description': '不可使用,仅供参考:Mean Absolute Deviation of scaled actual value of Total Revenue'}
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{'id': 5633, 'data_set_name': '可以使用:min_research_development_expense_guidance', 'description': '不可使用,仅供参考:Minimum guidance value for Research & Development Expense'}
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{'id': 85069, 'data_set_name': '可以使用:fnd6_ranks', 'description': '不可使用,仅供参考:Ranking'}
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{'id': 323172, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_mean_std', 'description': '不可使用,仅供参考:7-day Volume weighted average of Standard deviation of Sentiment Average'}
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{'id': 83561, 'data_set_name': '可以使用:fnd3_a_rnd_fast_d1', 'description': '不可使用,仅供参考:Annual Research & Development Expense'}
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{'id': 324050, 'data_set_name': '可以使用:pv87_prv2_expavg60_group_event_sentiment_score_all', 'description': '不可使用,仅供参考:60-day Exponential average of Event Sentiment Score for group All'}
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{'id': 321095, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_high', 'description': '不可使用,仅供参考:Cash From Operations Consensus High'}
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{'id': 83833, 'data_set_name': '可以使用:fnd3_q_sharesauthorized_fast_d1', 'description': '不可使用,仅供参考:Quarterly Shares Authorized'}
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{'id': 324243, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_nip_partnerships', '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 Partnerships'}
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{'id': 279911, 'data_set_name': '可以使用:mws76_score', 'description': '不可使用,仅供参考:For SENTIMENT and SENTIMENT_SMEDIA, an array of integer values {-1,0,1} represents the assigned Analytics Score for each ticker. -1 is negative, 0 neutral and 1 positive For MMN and MMN_1STPASS, an array of 1 for each ticker'}
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{'id': 296272, 'data_set_name': '可以使用:oth567_deltascore_work_life_balance_399', 'description': '不可使用,仅供参考:Score of work life balance'}
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{'id': 170985, 'data_set_name': '可以使用:mdl77_2pricemomentumfactor_visiratio', 'description': "不可使用,仅供参考:The Visibility Ratio: It equals a stock's most recent daily trading volume divided by the average daily trading volume in the previous 50 trading days."}
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{'id': 78422, 'data_set_name': '可以使用:fnd14_latestqu_incmst_revenue_ttm', 'description': '不可使用,仅供参考:TTM total revenue from the income statement for the four quarters ending with this reported quarter. This includes the previous three quarters summed with this quarter. Depending on the Q or A indicator QUARTER_ENDS_A_FISCAL_YEAR (see description above), if this quarter also ends a fiscal year, then this field is fiscal year earnings for the fiscal year ending with this quarter'}
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{'id': 158748, 'data_set_name': '可以使用:quantity_institutional_shares_acquired', 'description': '不可使用,仅供参考:Number of shares bought by institutions during the reporting period.'}
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{'id': 295439, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w2_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 10 groups.'}
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{'id': 325368, 'data_set_name': '可以使用:pv87_v2_weightedavg20_group_event_sentiment_score_analyst_ratings', 'description': '不可使用,仅供参考:20-day Weighted average of Event Sentiment Score for group Analyst Ratings'}
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{'id': 295314, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w1_pca_fact2_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 20 groups.'}
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{'id': 323693, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_ew_sent_median', 'description': '不可使用,仅供参考:7-day Volume weighted average of Median of Sentiment'}
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{'id': 323678, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_sent_z_trend', 'description': '不可使用,仅供参考:28-day Volume weighted average of Trend of Sentiment'}
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{'id': 325504, 'data_set_name': '可以使用:pv87_v2item_indrank_item_4020_153', 'description': '不可使用,仅供参考:Industry ranked item score for item 153 in topic Business Model Resilience'}
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{'id': 9766, 'data_set_name': '可以使用:other_ceo_word_share_presentation', 'description': '不可使用,仅供参考:Proportion of words spoken by other CEOs relative to all executive words in the presentation section.'}
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{'id': 295341, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w3_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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{'id': 323707, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted7d_ew_sent_tsrank', 'description': '不可使用,仅供参考:7-day Volume weighted average of End-of-day time series rank of Sentiment'}
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{'id': 1815, 'data_set_name': '可以使用:anl14_low_revenue_fy5', 'description': '不可使用,仅供参考:The Lowest Estimation of Revenue - upcoming 5 years'}
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{'id': 169810, 'data_set_name': '可以使用:mdl177_growthanalystmodel_qga_opmarginsales_alt', 'description': '不可使用,仅供参考:Op Margin to Sales Link'}
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{'id': 160418, 'data_set_name': '可以使用:fnd65_us5000_cusip_capexsale', 'description': '不可使用,仅供参考:It is defined as trailing 12-month capital expenditures divided by trailing 12-month sales.'}
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{'id': 83750, 'data_set_name': '可以使用:fnd3_q_comstk_divpershare', 'description': '不可使用,仅供参考:Quarterly Common Stock Dividends Per Share'}
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{'id': 6003, 'data_set_name': '可以使用:anl44_best_sales_chg_pct', 'description': '不可使用,仅供参考:best sales chg pct'}
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{'id': 737, 'data_set_name': '可以使用:anl10_netrevise_ratio_to_close_fq1_2529', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for net income Q1'}
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{'id': 320012, 'data_set_name': '可以使用:pv87_2_eps_qf_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
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{'id': 63, 'data_set_name': '可以使用:anl10_cpsrevise_ratio_to_consensus_fy1', 'description': '不可使用,仅供参考:Consensus estimate value for cash per share FY1'}
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{'id': 169665, 'data_set_name': '可以使用:mdl177_earningsqualityfactor_chgshare', 'description': "不可使用,仅供参考:Percent Change in Shares Outstanding : It is defined as the percent change in a company's current number of outstanding shares as compared to the number of shares outstanding one year ago."}
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{'id': 169206, 'data_set_name': '可以使用:mdl177_2_historicalgrowthfactor_fcfequity', 'description': '不可使用,仅供参考:TTM Free Cash Flow to Equity : It is defined as the trailing 12-month free cash flow divided by the average book equity value in the same period.'}
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{'id': 295271, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w3_kmeans_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 10 groups.'}
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{'id': 78165, 'data_set_name': '可以使用:role_tenure_duration', 'description': "不可使用,仅供参考:Duration of the director's current role."}
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{'id': 323175, 'data_set_name': '可以使用:pv87_ocialmarketanalytics2_fullweek_matrix_sent_volweighted7d_sent_mean_tsrank', 'description': '不可使用,仅供参考:7-day Volume weighted average of End-of-day time series rank of Sentiment Average'}
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{'id': 323613, 'data_set_name': '可以使用:pv87_ocialmarketanalytics3_fullweek_matrix_sent_volweighted28d_ew_sent_mean_deviation', 'description': '不可使用,仅供参考:28-day Volume weighted average of Deviation of Sentiment Average'}
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{'id': 6359, 'data_set_name': '可以使用:anl44_sales_prevalue', 'description': '不可使用,仅供参考:Sales d0 prevalue'}
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{'id': 279755, 'data_set_name': '可以使用:headline_positive_sentiment_score', 'description': '不可使用,仅供参考:Positive sentiment score derived from the news headline.'}
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{'id': 320455, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_p1_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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{'id': 295405, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w4_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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{'id': 295532, 'data_set_name': '可以使用:oth455_customer_roam_w4_pca_fact3_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 3rd eigenvalue of PCA into 10 groups.'}
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{'id': 295505, 'data_set_name': '可以使用:oth455_customer_roam_w2_pca_fact2_cluster_10', '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 10 groups.'}
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{'id': 294548, 'data_set_name': '可以使用:cashflow_negative_score_fast_d1', 'description': '不可使用,仅供参考:Negative sentiment score for cash flow in a transcript chunk.'}
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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!! |