You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
726 lines
101 KiB
726 lines
101 KiB
盈利质量动量反转
|
|
假设
|
|
高盈利质量的公司（如经营性现金流持续高于净利润）在短期内若遭遇股价大幅回调，往往反映市场过度反应或流动性冲击，而非基本面恶化。此类股票具备较强的均值回归潜力，尤其在回调后30–60个交易日内可能产生显著超额收益。
|
|
实施方案
|
|
构建盈利质量指标（例如：过去12个月经营性现金流净额 / 净利润，要求分母为正），筛选该比值持续高于1的公司。当其股价在过去20个交易日内跌幅超过15%时，视为“高质量盈利+短期超跌”信号，建立多头仓位，并持有45个交易日。使用ts_backfill()确保盈利质量序列的连续性，并通过z-score标准化消除行业偏差。
|
|
*=========================================================================================*
|
|
输出格式：
|
|
输出必须是且仅是纯文本。
|
|
每一行是一个完整、独立、语法正确的WebSim表达式。
|
|
严禁任何形式的解释、编号、标点包裹（如引号）、Markdown格式或额外文本。
|
|
===================== !!! 重点(输出方式) !!! =====================
|
|
现在，请严格遵守以上所有规则，开始生成可立即在WebSim中运行的复合因子表达式。
|
|
不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
|
|
**输出格式**(一行一个表达式, 每个表达式中间需要添加一个空行, 只要表达式本身, 不需要赋值, 不要解释, 不需要序号, 也不要输出多余的东西)：
|
|
表达式
|
|
表达式
|
|
表达式
|
|
...
|
|
表达式
|
|
=================================================================
|
|
重申：请确保所有表达式都使用WorldQuant WebSim平台函数，不要使用pandas、numpy或其他Python库函数。输出必须是一行有效的WQ表达式。
|
|
以下是我的账号有权限使用的操作符, 请严格按照操作符, 以及我提供的数据集, 进行生成,组合 30 个 alpha：
|
|
不要自行假设, 你需要用到的操作符 和 数据集, 必须从我提供给你的里面查找, 并严格按照里面的使用方法进行组合
|
|
=================================================================
|
|
**智能参数匹配**：
|
|
- 动量类：短周期[10,20,30]捕捉近期趋势
|
|
- 反转类：中周期[40,50,60]识别过度反应
|
|
- 波动类：长周期[120,250]确保统计稳定性
|
|
- 流动性类：多周期对比分析异常变化
|
|
**噪声处理技术**：
|
|
- 移动平均线：平滑噪声，突出趋势
|
|
- 标准偏差：测量波动程度
|
|
- 归一化：将不同时间窗口的因子值调整到同一尺度
|
|
**嵌套结构逻辑**：
|
|
- 单层：直接有效的原始信号
|
|
- 双层：信号提炼与降噪处理
|
|
- 三层：多维度特征融合与增强
|
|
**操作符汇总
|
|
**算术运算符 (Arithmetic):
|
|
abs(x) - 绝对值
|
|
add(x, y, filter=false) - 加法 (x + y)
|
|
densify(x) - 分组字段稠密化
|
|
divide(x, y) - 除法 (x / y)
|
|
inverse(x) - 倒数 (1/x)
|
|
log(x) - 自然对数
|
|
max(x, y, ..) - 最大值
|
|
min(x, y, ..) - 最小值
|
|
multiply(x, y, filter=false) - 乘法 (x * y)
|
|
power(x, y) - 幂运算 (x^y)
|
|
reverse(x) - 取反 (-x)
|
|
sign(x) - 符号函数
|
|
signed_power(x, y) - 保留符号的幂运算
|
|
sqrt(x) - 平方根
|
|
subtract(x, y, filter=false) - 减法 (x - y)
|
|
to_nan(x, value=0, reverse=false) - 值与NaN转换
|
|
**逻辑运算符 (Logical):
|
|
and(input1, input2) - 逻辑与
|
|
if_else(input1, input2, input3) - 条件判断
|
|
input1 < input2 - 小于比较
|
|
input1 <= input2 - 小于等于
|
|
input1 == input2 - 等于比较
|
|
input1 > input2 - 大于比较
|
|
input1 >= input2 - 大于等于
|
|
input1 != input2 - 不等于
|
|
is_nan(input) - 是否为NaN
|
|
not(x) - 逻辑非
|
|
or(input1, input2) - 逻辑或
|
|
**时间序列运算符 (Time Series):
|
|
days_from_last_change(x) - 上次变化天数
|
|
hump(x, hump=0.01) - 限制变化幅度
|
|
jump_decay(x, d, sensitivity=0.5, force=0.1) - 跳跃衰减
|
|
kth_element(x, d, k) - 第K个值
|
|
last_diff_value(x, d) - 最后一个不同值
|
|
ts_arg_max(x, d) - 最大值相对索引
|
|
ts_arg_min(x, d) - 最小值相对索引
|
|
ts_av_diff(x, d) - 与均值的差
|
|
ts_backfill(x, lookback=d, k=1, ignore="NAN") - 回填
|
|
ts_corr(x, y, d) - 时间序列相关性
|
|
ts_count_nans(x, d) - NaN计数
|
|
ts_covariance(y, x, d) - 协方差
|
|
ts_decay_linear(x, d, dense=false) - 线性衰减
|
|
ts_delay(x, d) - 延迟值
|
|
ts_delta(x, d) - 差值 (x - 延迟值)
|
|
ts_max(x, d) - 时间序列最大值
|
|
ts_mean(x, d) - 时间序列均值
|
|
ts_min(x, d) - 时间序列最小值
|
|
ts_product(x, d) - 时间序列乘积
|
|
ts_quantile(x, d, driver="gaussian") - 分位数
|
|
ts_rank(x, d, constant=0) - 时间序列排名
|
|
ts_regression(y, x, d, lag=0, rettype=0) - 回归分析
|
|
ts_scale(x, d, constant=0) - 时间序列缩放
|
|
ts_std_dev(x, d) - 时间序列标准差
|
|
ts_step(1) - 天数计数器
|
|
ts_sum(x, d) - 时间序列求和
|
|
ts_target_tvr_decay(x, lambda_min=0, lambda_max=1, target_tvr=0.1) - 目标换手率衰减
|
|
ts_target_tvr_delta_limit(x, y, lambda_min=0, lambda_max=1, target_tvr=0.1) - 目标换手率差值限制
|
|
ts_zscore(x, d) - 时间序列Z分数
|
|
**横截面运算符 (Cross Sectional):
|
|
normalize(x, useStd=false, limit=0.0) - 标准化
|
|
quantile(x, driver=gaussian, sigma=1.0) - 分位数转换
|
|
rank(x, rate=2) - 排名
|
|
scale(x, scale=1, longscale=1, shortscale=1) - 缩放
|
|
scale_down(x, constant=0) - 按比例缩放
|
|
vector_neut(x, y) - 向量中性化
|
|
winsorize(x, std=4) - 缩尾处理
|
|
zscore(x) - Z分数
|
|
**向量运算符 (Vector):
|
|
vec_avg(x) - 向量均值
|
|
vec_max(x) - 向量最大值
|
|
vec_min(x) - 向量最小值
|
|
vec_sum(x) - 向量求和
|
|
**变换运算符 (Transformational):
|
|
bucket(rank(x), range="0,1,0.1" or buckets="2,5,6,7,10") - 分桶
|
|
generate_stats(alpha) - 生成统计量
|
|
trade_when(x, y, z) - 条件交易
|
|
**分组运算符 (Group):
|
|
combo_a(alpha, nlength=250, mode='algo1') - 组合Alpha
|
|
group_backfill(x, group, d, std=4.0) - 分组回填
|
|
group_cartesian_product(g1, g2) - 笛卡尔积分组
|
|
group_max(x, group) - 分组最大值
|
|
group_mean(x, weight, group) - 分组均值
|
|
group_min(x, group) - 分组最小值
|
|
group_neutralize(x, group) - 分组中性化
|
|
group_rank(x, group) - 分组排名
|
|
group_scale(x, group) - 分组缩放
|
|
group_zscore(x, group) - 分组Z分数
|
|
**特殊运算符 (Special):
|
|
in - 包含判断
|
|
self_corr(input) - 自相关性
|
|
universe_size - 宇宙大小
|
|
**归约运算符 (Reduce):
|
|
reduce_avg(input, threshold=0) - 平均值归约
|
|
reduce_choose(input, nth, ignoreNan=true) - 选择归约
|
|
reduce_count(input, threshold) - 计数归约
|
|
reduce_ir(input) - IR归约
|
|
reduce_kurtosis(input) - 峰度归约
|
|
reduce_max(input) - 最大值归约
|
|
reduce_min(input) - 最小值归约
|
|
reduce_norm(input) - 范数归约
|
|
reduce_percentage(input, percentage=0.5) - 百分比归约
|
|
reduce_powersum(input, constant=2, precise=false) - 幂和归约
|
|
reduce_range(input) - 范围归约
|
|
reduce_skewness(input) - 偏度归约
|
|
reduce_stddev(input, threshold=0) - 标准差归约
|
|
reduce_sum(input) - 求和归约
|
|
|
|
以下是我的账号有权限使用的操作符, 请严格按照操作符, 进行生成,组合因子
|
|
|
|
========================= 操作符开始 =======================================
|
|
注意: Operator: 后面的是操作符(是可以使用的),
|
|
Description: 此字段后面的是操作符对应的描述或使用说明(禁止使用, 仅供参考), Description字段后面的内容是使用说明, 不是操作符
|
|
特别注意!!!! 必须按照操作符字段Operator的使用说明生成 alphaOperator: abs(x)
|
|
Description: Absolute value of x
|
|
Operator: add(x, y, filter = false)
|
|
Description: Add all inputs (at least 2 inputs required). If filter = true, filter all input NaN to 0 before adding
|
|
Operator: densify(x)
|
|
Description: Converts a grouping field of many buckets into lesser number of only available buckets so as to make working with grouping fields computationally efficient
|
|
Operator: divide(x, y)
|
|
Description: x / y
|
|
Operator: inverse(x)
|
|
Description: 1 / x
|
|
Operator: log(x)
|
|
Description: Natural logarithm. For example: Log(high/low) uses natural logarithm of high/low ratio as stock weights.
|
|
Operator: max(x, y, ..)
|
|
Description: Maximum value of all inputs. At least 2 inputs are required
|
|
Operator: min(x, y ..)
|
|
Description: Minimum value of all inputs. At least 2 inputs are required
|
|
Operator: multiply(x ,y, ... , filter=false)
|
|
Description: Multiply all inputs. At least 2 inputs are required. Filter sets the NaN values to 1
|
|
Operator: power(x, y)
|
|
Description: x ^ y
|
|
Operator: reverse(x)
|
|
Description: - x
|
|
Operator: sign(x)
|
|
Description: if input > 0, return 1; if input < 0, return -1; if input = 0, return 0; if input = NaN, return NaN;
|
|
Operator: signed_power(x, y)
|
|
Description: x raised to the power of y such that final result preserves sign of x
|
|
Operator: sqrt(x)
|
|
Description: Square root of x
|
|
Operator: subtract(x, y, filter=false)
|
|
Description: x-y. If filter = true, filter all input NaN to 0 before subtracting
|
|
Operator: and(input1, input2)
|
|
Description: Logical AND operator, returns true if both operands are true and returns false otherwise
|
|
Operator: if_else(input1, input2, input 3)
|
|
Description: If input1 is true then return input2 else return input3.
|
|
Operator: input1 < input2
|
|
Description: If input1 < input2 return true, else return false
|
|
Operator: input1 <= input2
|
|
Description: Returns true if input1 <= input2, return false otherwise
|
|
Operator: input1 == input2
|
|
Description: Returns true if both inputs are same and returns false otherwise
|
|
Operator: input1 > input2
|
|
Description: Logic comparison operators to compares two inputs
|
|
Operator: input1 >= input2
|
|
Description: Returns true if input1 >= input2, return false otherwise
|
|
Operator: input1!= input2
|
|
Description: Returns true if both inputs are NOT the same and returns false otherwise
|
|
Operator: is_nan(input)
|
|
Description: If (input == NaN) return 1 else return 0
|
|
Operator: not(x)
|
|
Description: Returns the logical negation of x. If x is true (1), it returns false (0), and if input is false (0), it returns true (1).
|
|
Operator: or(input1, input2)
|
|
Description: Logical OR operator returns true if either or both inputs are true and returns false otherwise
|
|
Operator: days_from_last_change(x)
|
|
Description: Amount of days since last change of x
|
|
Operator: hump(x, hump = 0.01)
|
|
Description: Limits amount and magnitude of changes in input (thus reducing turnover)
|
|
Operator: kth_element(x, d, k)
|
|
Description: Returns K-th value of input by looking through lookback days. This operator can be used to backfill missing data if k=1
|
|
Operator: last_diff_value(x, d)
|
|
Description: Returns last x value not equal to current x value from last d days
|
|
Operator: ts_arg_max(x, d)
|
|
Description: Returns the relative index of the max value in the time series for the past d days. If the current day has the max value for the past d days, it returns 0. If previous day has the max value for the past d days, it returns 1
|
|
Operator: ts_arg_min(x, d)
|
|
Description: Returns the relative index of the min value in the time series for the past d days; If the current day has the min value for the past d days, it returns 0; If previous day has the min value for the past d days, it returns 1.
|
|
Operator: ts_av_diff(x, d)
|
|
Description: Returns x - tsmean(x, d), but deals with NaNs carefully. That is NaNs are ignored during mean computation
|
|
Operator: ts_backfill(x,lookback = d, k=1, ignore="NAN")
|
|
Description: Backfill is the process of replacing the NAN or 0 values by a meaningful value (i.e., a first non-NaN value)
|
|
Operator: ts_corr(x, y, d)
|
|
Description: Returns correlation of x and y for the past d days
|
|
Operator: ts_count_nans(x ,d)
|
|
Description: Returns the number of NaN values in x for the past d days
|
|
Operator: ts_covariance(y, x, d)
|
|
Description: Returns covariance of y and x for the past d days
|
|
Operator: ts_decay_linear(x, d, dense = false)
|
|
Description: Returns the linear decay on x for the past d days. Dense parameter=false means operator works in sparse mode and we treat NaN as 0. In dense mode we do not.
|
|
Operator: ts_delay(x, d)
|
|
Description: Returns x value d days ago
|
|
Operator: ts_delta(x, d)
|
|
Description: Returns x - ts_delay(x, d)
|
|
Operator: ts_mean(x, d)
|
|
Description: Returns average value of x for the past d days.
|
|
Operator: ts_product(x, d)
|
|
Description: Returns product of x for the past d days
|
|
Operator: ts_quantile(x,d, driver="gaussian" )
|
|
Description: It calculates ts_rank and apply to its value an inverse cumulative density function from driver distribution. Possible values of driver (optional ) are "gaussian", "uniform", "cauchy" distribution where "gaussian" is the default.
|
|
Operator: ts_rank(x, d, constant = 0)
|
|
Description: Rank the values of x for each instrument over the past d days, then return the rank of the current value + constant. If not specified, by default, constant = 0.
|
|
Operator: ts_regression(y, x, d, lag = 0, rettype = 0)
|
|
Description: Returns various parameters related to regression function
|
|
Operator: ts_scale(x, d, constant = 0)
|
|
Description: Returns (x - ts_min(x, d)) / (ts_max(x, d) - ts_min(x, d)) + constant. This operator is similar to scale down operator but acts in time series space
|
|
Operator: ts_std_dev(x, d)
|
|
Description: Returns standard deviation of x for the past d days
|
|
Operator: ts_step(1)
|
|
Description: Returns days' counter
|
|
Operator: ts_sum(x, d)
|
|
Description: Sum values of x for the past d days.
|
|
Operator: ts_zscore(x, d)
|
|
Description: Z-score is a numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean: (x - tsmean(x,d)) / tsstddev(x,d). This operator may help reduce outliers and drawdown.
|
|
Operator: normalize(x, useStd = false, limit = 0.0)
|
|
Description: Calculates the mean value of all valid alpha values for a certain date, then subtracts that mean from each element
|
|
Operator: quantile(x, driver = gaussian, sigma = 1.0)
|
|
Description: Rank the raw vector, shift the ranked Alpha vector, apply distribution (gaussian, cauchy, uniform). If driver is uniform, it simply subtract each Alpha value with the mean of all Alpha values in the Alpha vector
|
|
Operator: rank(x, rate=2)
|
|
Description: Ranks the input among all the instruments and returns an equally distributed number between 0.0 and 1.0. For precise sort, use the rate as 0
|
|
Operator: scale(x, scale=1, longscale=1, shortscale=1)
|
|
Description: Scales input to booksize. We can also scale the long positions and short positions to separate scales by mentioning additional parameters to the operator
|
|
Operator: winsorize(x, std=4)
|
|
Description: Winsorizes x to make sure that all values in x are between the lower and upper limits, which are specified as multiple of std.
|
|
Operator: zscore(x)
|
|
Description: Z-score is a numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean
|
|
Operator: vec_avg(x)
|
|
Description: Taking mean of the vector field x
|
|
Operator: vec_sum(x)
|
|
Description: Sum of vector field x
|
|
Operator: bucket(rank(x), range="0, 1, 0.1" or buckets = "2,5,6,7,10")
|
|
Description: Convert float values into indexes for user-specified buckets. Bucket is useful for creating group values, which can be passed to GROUP as input
|
|
Operator: trade_when(x, y, z)
|
|
Description: Used in order to change Alpha values only under a specified condition and to hold Alpha values in other cases. It also allows to close Alpha positions (assign NaN values) under a specified condition
|
|
Operator: group_backfill(x, group, d, std = 4.0)
|
|
Description: If a certain value for a certain date and instrument is NaN, from the set of same group instruments, calculate winsorized mean of all non-NaN values over last d days
|
|
Operator: group_mean(x, weight, group)
|
|
Description: All elements in group equals to the mean
|
|
Operator: group_neutralize(x, group)
|
|
Description: Neutralizes Alpha against groups. These groups can be subindustry, industry, sector, country or a constant
|
|
Operator: group_rank(x, group)
|
|
Description: Each elements in a group is assigned the corresponding rank in this group
|
|
Operator: group_scale(x, group)
|
|
Description: Normalizes the values in a group to be between 0 and 1. (x - groupmin) / (groupmax - groupmin)
|
|
Operator: group_zscore(x, group)
|
|
Description: Calculates group Z-score - numerical measurement that describes a value's relationship to the mean of a group of values. Z-score is measured in terms of standard deviations from the mean. zscore = (data - mean) / stddev of x for each instrument within its group.
|
|
========================= 操作符结束 =======================================
|
|
|
|
========================= 数据字段开始 =======================================
|
|
注意: data_set_name: 后面的是数据字段(可以使用), description: 此字段后面的是数据字段对应的描述或使用说明(不能使用)
|
|
|
|
{'id': 162731, 'data_set_name': '可以使用:mdl230_totalcap_cusip_impduration', 'description': "不可使用,仅供参考:It is an equity risk measure based on Macaulay's traditional measure of bond duration. It combines book value, expected growth, expected profitability, and current stock trading price."}
|
|
{'id': 295356, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w5_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
|
|
{'id': 167601, 'data_set_name': '可以使用:star_v14_cr_country_rank', 'description': "不可使用,仅供参考:The current 1-100 percentile rank, by country, of a company's 1.year default probabilit"}
|
|
{'id': 319401, 'data_set_name': '可以使用:pv64_out_stal_fund_expense_ratio', 'description': '不可使用,仅供参考:The amount investors pay for expenses incurred in operating a mutual fund (after any waivers).'}
|
|
{'id': 5451, 'data_set_name': '可以使用:basic_shares_max_guidance_qtr', 'description': '不可使用,仅供参考:The maximum guidance value for Basic Shares.'}
|
|
{'id': 295363, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w5_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
|
|
{'id': 279511, 'data_set_name': '可以使用:mws46_sum_story_count', 'description': '不可使用,仅供参考:Story count'}
|
|
{'id': 318684, 'data_set_name': '可以使用:sta2_top1000_fact4_c5', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 295468, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w4_pca_fact1_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 5 groups.'}
|
|
{'id': 162785, 'data_set_name': '可以使用:mdl230_totalcap_cusip_nlsales', 'description': "不可使用,仅供参考:It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales."}
|
|
{'id': 163198, 'data_set_name': '可以使用:mdl230_us5000_cusip_nlsales_usd', 'description': "不可使用,仅供参考:It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales in USD."}
|
|
{'id': 78290, 'data_set_name': '可以使用:fnd13_rkdincomestatementq_vbes', 'description': '不可使用,仅供参考:Basic Normalized EPS'}
|
|
{'id': 324079, 'data_set_name': '可以使用:pv87_prv2_expavg60_topic_event_sentiment_score_business', 'description': '不可使用,仅供参考:60-day Exponential average of Event Sentiment Score for topic Business'}
|
|
{'id': 318815, 'data_set_name': '可以使用:top2000_factor15_value', 'description': '不可使用,仅供参考:Fifteenth principal component value for top 2000 securities.'}
|
|
{'id': 6891, 'data_set_name': '可以使用:anl49_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': 318854, 'data_set_name': '可以使用:top2000_pca_factor2_grouping50', 'description': '不可使用,仅供参考:Second principal component grouping for top 2000 securities with 50 clusters.'}
|
|
{'id': 325856, 'data_set_name': '可以使用:pv87_webv2_expavg60_topic_nip_society', '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 topic Society'}
|
|
{'id': 83742, 'data_set_name': '可以使用:fnd3_q_capitalassetsales', 'description': '不可使用,仅供参考:Quarterly Proceeds from Sale of Productive Assets'}
|
|
{'id': 78031, 'data_set_name': '可以使用:director_total_other_listed_boards_count', 'description': '不可使用,仅供参考:Total number of other listed boards served on by the director.'}
|
|
{'id': 7246, 'data_set_name': '可以使用:anl69_best_sales_4wk_chg', 'description': '不可使用,仅供参考:Sales 4 wk Chg'}
|
|
{'id': 320095, 'data_set_name': '可以使用:pv87_2_fcfps_af_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean 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': 80570, 'data_set_name': '可以使用:interim_period_sequence_number', 'description': '不可使用,仅供参考:The sequence number of the interim period within the fiscal year.'}
|
|
{'id': 320050, 'data_set_name': '可以使用:pv87_2_epsr_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 295368, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w1_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
|
|
{'id': 164804, 'data_set_name': '可以使用:mdl262_income_otlo_mae', 'description': '不可使用,仅供参考:Mean Average Error of the model of Cash from Operating Activities'}
|
|
{'id': 321021, 'data_set_name': '可以使用:pv87_book_value_share_of_estimates', 'description': '不可使用,仅供参考:Book Value / Share - # of Estimates'}
|
|
{'id': 170818, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_curratio', 'description': '不可使用,仅供参考:Current Ratio: It is defined as the reported current assets from the most recent quarter divided by the current liabilities from the most recent quarter.'}
|
|
{'id': 318783, 'data_set_name': '可以使用:top1000_pca_factor2_grouping10', 'description': '不可使用,仅供参考:Second principal component grouping for top 1000 securities with 10 clusters.'}
|
|
{'id': 5702, 'data_set_name': '可以使用:sales_min_guidance_value', 'description': '不可使用,仅供参考:Minimum sales guidance for the annual period.'}
|
|
{'id': 321349, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_cash_flow_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Cash Flow / Share Consensus Mean'}
|
|
{'id': 321099, 'data_set_name': '可以使用:pv87_cash_from_operations_consensus_mean', 'description': '不可使用,仅供参考:Cash From Operations Consensus Mean'}
|
|
{'id': 324222, 'data_set_name': '可以使用:pv87_prv2_weightedavg20_group_css_revenues', '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 Revenues'}
|
|
{'id': 295419, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w5_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': 295522, 'data_set_name': '可以使用:oth455_customer_roam_w3_pca_fact3_cluster_5', '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 5 groups.'}
|
|
{'id': 324615, 'data_set_name': '可以使用:pv87_revenue_estimate_2_yr_annual_growth_scale', 'description': '不可使用,仅供参考:Scale of Revenue Estimate - 2 Yr Annual Growth %'}
|
|
{'id': 318727, 'data_set_name': '可以使用:sta2_top500_fact1_c2', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 324116, 'data_set_name': '可以使用:pv87_prv2_simpleavg1_group_nip_revenues', '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 Revenues'}
|
|
{'id': 163022, 'data_set_name': '可以使用:mdl230_us5000_cusip_cashratio', 'description': '不可使用,仅供参考:It is defined as the most recently reported quarterly cash & equivalents divided by current liabilities.'}
|
|
{'id': 5287, 'data_set_name': '可以使用:anl4_epsr_number', 'description': '不可使用,仅供参考:GAAP Earnings per share - number of estimations'}
|
|
{'id': 320750, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_b_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Sales'}
|
|
{'id': 174536, 'data_set_name': '可以使用:oth460_put_call_ratio_10_day_l1', 'description': "不可使用,仅供参考:The probability that the future trend of '10 Day Median of Put Volume to Call Volume' will fall"}
|
|
{'id': 5669, 'data_set_name': '可以使用:pretax_income_reported_value', 'description': '不可使用,仅供参考:Reported Pretax income - actual value for the quarter'}
|
|
{'id': 324206, 'data_set_name': '可以使用:pv87_prv2_simpleavg60_topic_css_business', 'description': '不可使用,仅供参考:60-day Simple average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for topic Business'}
|
|
{'id': 324781, 'data_set_name': '可以使用:pv87_simpleavg20_topic_v2_0_1_ess_business', 'description': '不可使用,仅供参考:20-day Simple average of ESS - Event Sentiment Score for topic Business'}
|
|
{'id': 86446, 'data_set_name': '可以使用:fnd72_s_pit_or_bs_a2_bs_accrued_income_taxes', 'description': "不可使用,仅供参考:This field includes all taxes payable as disclosed under the company's current liabilities"}
|
|
{'id': 320693, 'data_set_name': '可以使用:pv87_2_sales_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 9750, 'data_set_name': '可以使用:laughter_occurrence_count_presentation', 'description': '不可使用,仅供参考:Number of times laughter is detected in the presentation section.'}
|
|
{'id': 322664, 'data_set_name': '可以使用:pv87_net_asset_value_share_consensus_mean', 'description': '不可使用,仅供参考:Net Asset Value / Share Consensus Mean'}
|
|
{'id': 171927, 'data_set_name': '可以使用:time_weighted_sales_to_price', 'description': '不可使用,仅供参考:Time-weighted sales per share for the next two years divided by price.'}
|
|
{'id': 321279, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_net_income_normalized_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Net Income Normalized Consensus Mean'}
|
|
{'id': 295280, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w3_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': 318114, 'data_set_name': '可以使用:sta1_top200c10', 'description': '不可使用,仅供参考:Statistical industry classification'}
|
|
{'id': 85447, 'data_set_name': '可以使用:fnd72_a2_sales_to_cash', 'description': '不可使用,仅供参考:Cash and near cash turnover ratio measures how effective a company is utilizing its cash, in actual'}
|
|
{'id': 326212, 'data_set_name': '可以使用:pv87_weightedavg60_group_v2_0_1_ess_revenues', 'description': '不可使用,仅供参考:60-day Weighted average of ESS - Event Sentiment Score for group Revenues'}
|
|
{'id': 6354, 'data_set_name': '可以使用:anl44_sales_best_fiscal_period_dt', 'description': '不可使用,仅供参考:sales best fiscal period dt'}
|
|
{'id': 86222, 'data_set_name': '可以使用:fnd72_pit_or_is_q_is_comprehensive_income_per_shr', 'description': '不可使用,仅供参考:Comprehensive Income per share'}
|
|
{'id': 325452, 'data_set_name': '可以使用:pv87_v2_weightedavg60_group_event_sentiment_score_revenues', 'description': '不可使用,仅供参考:60-day Weighted average of Event Sentiment Score for group Revenues'}
|
|
{'id': 295426, 'data_set_name': '可以使用:oth455_customer_n2v_p50_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': 162680, 'data_set_name': '可以使用:mdl230_totalcap_cusip_emeasales', 'description': '不可使用,仅供参考:It is defined as the annual aggregate sales for EMEA as reported by the company divided by total annual sales.'}
|
|
{'id': 80882, 'data_set_name': '可以使用:voting_beneficial_equity_shares', 'description': '不可使用,仅供参考:Voting beneficial equity shares reported for the annual period.'}
|
|
{'id': 171320, 'data_set_name': '可以使用:mdl77_historicalgrowthfactor_pctchgqtrsales', 'description': '不可使用,仅供参考:1-yr Change in Sales: It is defined as the growth in most recent reported quarterly sales per share as compared to 4 quarters ago.'}
|
|
{'id': 84031, 'data_set_name': '可以使用:quarterly_capital_asset_sales_total_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Proceeds from Sale of Productive Assets'}
|
|
{'id': 320760, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_mean', 'description': '不可使用,仅供参考:mean value of all analysts estimates of Sales'}
|
|
{'id': 322713, 'data_set_name': '可以使用:pv87_net_income_normalized_consensus_mean_scale', 'description': '不可使用,仅供参考:Scale of Net Income Normalized Consensus Mean'}
|
|
{'id': 163429, 'data_set_name': '可以使用:count_positive_bold_estimates_quarter2', 'description': '不可使用,仅供参考:Number of bold analyst estimates with a positive deviation for the second fiscal quarter.'}
|
|
{'id': 6001, 'data_set_name': '可以使用:anl44_best_sales_4wk_dn', 'description': '不可使用,仅供参考:best sales 4wk dn'}
|
|
{'id': 85463, 'data_set_name': '可以使用:fnd72_a2_tot_com_dvd_to_net_sales', 'description': '不可使用,仅供参考:Total common dividend as a percentage of revenue'}
|
|
{'id': 170777, 'data_set_name': '可以使用:mdl77_2historicalgrowthfactor_salesaccel4q', 'description': '不可使用,仅供参考:4-Quarter Sales Acceleration: It is defined as the slope of the regression line between year-over-year sales growth and time.'}
|
|
{'id': 6766, 'data_set_name': '可以使用:anl49_backfill_1stfiscalquartersalesorrevenues', 'description': '不可使用,仅供参考:First fiscal quarter sales or revenues as reported.'}
|
|
{'id': 318914, 'data_set_name': '可以使用:top300_factor3_group5_score', 'description': '不可使用,仅供参考:Third factor score for top 300 securities, grouped into 5 clusters.'}
|
|
{'id': 321268, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_net_income_gaap_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Net Income (GAAP) Consensus Mean'}
|
|
{'id': 320860, 'data_set_name': '可以使用:pv87_ann_matrix_cash_from_operations_estimate_median', 'description': '不可使用,仅供参考:Median of Cash From Operations Estimate'}
|
|
{'id': 5465, 'data_set_name': '可以使用:cashflow_per_share_estimate_count', 'description': '不可使用,仅供参考:Cash Flow Per Share - number of estimations - delay1'}
|
|
{'id': 6510, 'data_set_name': '可以使用:latest_annual_period_end_update_sales_2', 'description': '不可使用,仅供参考:Date or timestamp when the annual period end for sales was last updated.'}
|
|
{'id': 320141, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 9676, 'data_set_name': '可以使用:anl83_qawordratio', 'description': '不可使用,仅供参考:number of words of questions/ number of words of answers (NA if no Q&A)'}
|
|
{'id': 324622, 'data_set_name': '可以使用:pv87_revenue_surprise', 'description': '不可使用,仅供参考:Revenue Surprise %'}
|
|
{'id': 295504, 'data_set_name': '可以使用:oth455_customer_roam_w2_pca_fact1_cluster_5', '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 5 groups.'}
|
|
{'id': 279798, 'data_set_name': '可以使用:news_related_entity_count_fast_d1', 'description': '不可使用,仅供参考:Number of entities (e.g., companies or instruments) associated with a news item.'}
|
|
{'id': 320501, 'data_set_name': '可以使用:pv87_2_pretaxprofit_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 318436, 'data_set_name': '可以使用:principal_component2_grouping50_top3000', 'description': '不可使用,仅供参考:Second principal component grouping for top 3000 securities with 50 clusters.'}
|
|
{'id': 324471, 'data_set_name': '可以使用:pv87_qtr_matrix_net_asset_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Net Asset Value / Share Consensus Mean'}
|
|
{'id': 319173, 'data_set_name': '可以使用:pv52_yse_arca_shares_30_59_sec', 'description': '不可使用,仅供参考:Shares from 30 to 59 Seconds'}
|
|
{'id': 78550, 'data_set_name': '可以使用:fnd17_9_reptoprcexrate', 'description': '不可使用,仅供参考:Reporting Currency to base currency exchange rate'}
|
|
{'id': 170134, 'data_set_name': '可以使用:mdl177_pricemomentumfactor_visiratio', 'description': '不可使用,仅供参考:The Visibility Ratio'}
|
|
{'id': 317304, 'data_set_name': '可以使用:pv20_gp_bet_subindustry_cap_top3000_1_5', 'description': '不可使用,仅供参考:Beta of subindustry capitalization for top 3000 securities over a 1-5 day period.'}
|
|
{'id': 318166, 'data_set_name': '可以使用:top_300_equity_grouping_2_clusters', 'description': '不可使用,仅供参考:Grouping of top 300 equities using 2 clusters.'}
|
|
{'id': 319234, 'data_set_name': '可以使用:pv52_yse_shares_60_299_sec', 'description': '不可使用,仅供参考:Shares from 60 to 299 Seconds'}
|
|
{'id': 160185, 'data_set_name': '可以使用:fnd65_totalcap_cusip_nlsales', 'description': "不可使用,仅供参考:It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales."}
|
|
{'id': 319967, 'data_set_name': '可以使用:pv87_2_ebitdaps_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of EBITDA per share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 164193, 'data_set_name': '可以使用:mdl26_v14_smartestimate_fq1_revenue', 'description': '不可使用,仅供参考:smartestimate FQTR1 revenue'}
|
|
{'id': 9811, 'data_set_name': '可以使用:other_participant_sentence_count_presentation', 'description': '不可使用,仅供参考:Total number of sentences spoken by other participants in the presentation section.'}
|
|
{'id': 86860, 'data_set_name': '可以使用:fnd72_s_pit_or_cr_q_px_to_sales_ratio', 'description': "不可使用,仅供参考:The price-to-sales ratio is the ratio of a stock's last price divided by sales per share"}
|
|
{'id': 388090, 'data_set_name': '可以使用:oth553_sal_question_ratio', 'description': '不可使用,仅供参考:Ratio of questions in earnings call transcripts related to sales.'}
|
|
{'id': 320058, 'data_set_name': '可以使用:pv87_2_epsr_qf_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Earnings Per Share - As Reported *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 318149, 'data_set_name': '可以使用:top_2000_equity_grouping_10_clusters', 'description': '不可使用,仅供参考:Grouping of top 2000 equities using 10 clusters.'}
|
|
{'id': 6513, 'data_set_name': '可以使用:latest_annual_value_update_cash_flow_per_share_second', 'description': '不可使用,仅供参考:Date or timestamp when the annual cash flow per share value was last updated in the second version module.'}
|
|
{'id': 169801, 'data_set_name': '可以使用:mdl177_garpanalystmodel_qgp_vfpriceratio', 'description': '不可使用,仅供参考:Value to Price Rank'}
|
|
{'id': 78180, 'data_set_name': '可以使用:total_other_listed_boards_count_2', 'description': '不可使用,仅供参考:Total number of other listed boards served on by directors (alternate).'}
|
|
{'id': 320762, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Sales'}
|
|
{'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': 324163, 'data_set_name': '可以使用:pv87_prv2_simpleavg20_topic_nip_business', '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 topic Business'}
|
|
{'id': 324311, 'data_set_name': '可以使用:pv87_qtr_matrix_book_value_share_estimate_high', 'description': '不可使用,仅供参考:High of Book Value / Share Estimate'}
|
|
{'id': 320624, 'data_set_name': '可以使用:pv87_2_roa_qf_matrix_p1_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': 6807, 'data_set_name': '可以使用:anl49_backfill_capitalspendingpershare', 'description': '不可使用,仅供参考:Total expenditures for plant and equipment outlays for the year divided by the weighted average number of common shares outstanding at year end.'}
|
|
{'id': 319646, 'data_set_name': '可以使用:pv87_2_capex_af_matrix_all_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 295401, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_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.'}
|
|
{'id': 170126, 'data_set_name': '可以使用:mdl177_pricemomentumfactor_sortinoratio', 'description': '不可使用,仅供参考:Sortino Ratio'}
|
|
{'id': 294924, 'data_set_name': '可以使用:oth384_qa_wordcount_fast_d1', 'description': '不可使用,仅供参考:QA word count'}
|
|
{'id': 294619, 'data_set_name': '可以使用:count_positive_cashflow_summary', 'description': '不可使用,仅供参考:Number of positive sentiment instances for cash flow in summary segments.'}
|
|
{'id': 279293, 'data_set_name': '可以使用:nws31_d1_wordcount', 'description': '不可使用,仅供参考:The total number of lexical tokens (words and punctuation) in the news item. Can be used in conjunction with sentimentWordCount to determine the proportion of the news item discussing an asset'}
|
|
{'id': 318950, 'data_set_name': '可以使用:top500_industry_grouping_method3_10', 'description': '不可使用,仅供参考:Industry grouping for top 500 securities using method 3 with 10 clusters.'}
|
|
{'id': 318851, 'data_set_name': '可以使用:top2000_pca_factor2_grouping2', 'description': '不可使用,仅供参考:Second principal component grouping for top 2000 securities with 2 clusters.'}
|
|
{'id': 9764, 'data_set_name': '可以使用:other_ceo_word_count_presentation', 'description': '不可使用,仅供参考:Total number of words spoken by other CEOs in the presentation section.'}
|
|
{'id': 279200, 'data_set_name': '可以使用:lockup_period_duration_days', 'description': '不可使用,仅供参考:Number of days shares are restricted from sale due to lockup.'}
|
|
{'id': 325413, 'data_set_name': '可以使用:pv87_v2_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': 318545, 'data_set_name': '可以使用:principal_component_score_0_top500_513', 'description': '不可使用,仅供参考:Value of the 1st principal component for the top 500 securities in group 513.'}
|
|
{'id': 324332, 'data_set_name': '可以使用:pv87_qtr_matrix_cash_flow_share_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
|
|
{'id': 162077, 'data_set_name': '可以使用:mdl219_2_flowratio', 'description': '不可使用,仅供参考:Flow ratio measuring liquidity as current assets minus cash divided by liabilities minus debt for the second module.'}
|
|
{'id': 295521, 'data_set_name': '可以使用:oth455_customer_roam_w3_pca_fact3_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 3rd eigenvalue of PCA into 20 groups.'}
|
|
{'id': 88081, 'data_set_name': '可以使用:oth401_game_pension_discount_rate', 'description': '不可使用,仅供参考:Pension Discount Rate'}
|
|
{'id': 318880, 'data_set_name': '可以使用:top200_method4_group10_score', 'description': '不可使用,仅供参考:Score from the fourth method for top 200 securities, grouped into 10 clusters.'}
|
|
{'id': 295534, 'data_set_name': '可以使用:oth455_customer_roam_w4_pca_fact3_cluster_5', '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 5 groups.'}
|
|
{'id': 294563, 'data_set_name': '可以使用:count_negative_assetutilization_question', 'description': '不可使用,仅供参考:Number of negative sentiment instances for asset utilization in the question section.'}
|
|
{'id': 5605, 'data_set_name': '可以使用:min_adjusted_net_income_guidance', 'description': '不可使用,仅供参考:Adjusted net income - minimum guidance value'}
|
|
{'id': 295447, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w2_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
|
|
{'id': 318708, 'data_set_name': '可以使用:sta2_top3000_fact1_c20', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 320154, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 78998, 'data_set_name': '可以使用:fn_def_income_tax_expense_q', 'description': '不可使用,仅供参考:Income Tax Expense, Deferred'}
|
|
{'id': 325959, 'data_set_name': '可以使用:pv87_webv2_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': 319861, 'data_set_name': '可以使用:pv87_2_ebit_qf_matrix_all_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))'}
|
|
{'id': 325853, 'data_set_name': '可以使用:pv87_webv2_expavg60_topic_event_sentiment_score_society', 'description': '不可使用,仅供参考:60-day Exponential average of Event Sentiment Score for topic Society'}
|
|
{'id': 294591, 'data_set_name': '可以使用:count_neutral_cashflow_answer', 'description': '不可使用,仅供参考:Number of neutral sentiment instances for cash flow in answer segments.'}
|
|
{'id': 159711, 'data_set_name': '可以使用:fnd65_allcap_sedol_curratio', 'description': '不可使用,仅供参考:It is defined as the reported current assets from the most recent quarter divided by the current liabilities from the most recent quarter.'}
|
|
{'id': 320613, 'data_set_name': '可以使用:pv87_2_roa_qf_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 9769, 'data_set_name': '可以使用:other_cfo_numeric_word_ratio_presentation', 'description': '不可使用,仅供参考:Ratio of numerical words to total words spoken by other CFOs in the presentation section.'}
|
|
{'id': 83431, 'data_set_name': '可以使用:fnd3_Qacctadj_revenue', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Revenue'}
|
|
{'id': 316963, 'data_set_name': '可以使用:pv20_1_ard_accounts_payable_trade', 'description': '不可使用,仅供参考:ARD Accounts Payable - Trade'}
|
|
{'id': 318699, 'data_set_name': '可以使用:sta2_top200_fact3_c5', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 169476, 'data_set_name': '可以使用:mdl177_2_sensitivityfactor400_nasales', 'description': '不可使用,仅供参考:North America Sales Exposure'}
|
|
{'id': 383382, 'data_set_name': '可以使用:biotechnology_life_sciences_exposure_score', 'description': '不可使用,仅供参考:Exposure or sensitivity to the biotechnology and life sciences sector factor.'}
|
|
{'id': 279795, 'data_set_name': '可以使用:news_related_entity_count_800', 'description': '不可使用,仅供参考:Number of entities associated with a news item in the 800 module.'}
|
|
{'id': 320575, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_qf_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 278758, 'data_set_name': '可以使用:nws17_d1_country_code', 'description': '不可使用,仅供参考:The two-character ISO-3166 country code associated with an entity. Companies and organizations are associated with the country of incorporation, currencies are associated with the country where the central bank resides. Entities such as commodities have a country code of XX as they are global and not associated with any specific country'}
|
|
{'id': 320502, 'data_set_name': '可以使用:pv87_2_pretaxprofit_af_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 388085, 'data_set_name': '可以使用:oth553_sal_answer_ratio', 'description': '不可使用,仅供参考:Ratio of answers in earnings call transcripts related to sales.'}
|
|
{'id': 9857, 'data_set_name': '可以使用:retail_word_count_qa', 'description': '不可使用,仅供参考:Total number of words spoken by retail investors in the Q&A section.'}
|
|
{'id': 320614, 'data_set_name': '可以使用:pv87_2_roa_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 320799, 'data_set_name': '可以使用:pv87_2_tbvps_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Tangible Book Value Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 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': 163298, 'data_set_name': '可以使用:mdl230_us5000_cusip_rsqr4qsales3y', 'description': '不可使用,仅供参考:It is defined as the conditional square of the correlation between monthly dates and the corresponding trailing 12-month sales per share in the prior 12 quarters.'}
|
|
{'id': 324104, 'data_set_name': '可以使用:pv87_prv2_simpleavg1_group_event_sentiment_score_revenues', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for group Revenues'}
|
|
{'id': 325904, 'data_set_name': '可以使用:pv87_webv2_simpleavg1_topic_css_all', 'description': '不可使用,仅供参考:1-day Simple average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for topic All'}
|
|
{'id': 296381, 'data_set_name': '可以使用:oth567review_count_helpful_319', 'description': '不可使用,仅供参考:number of users who found the review helpful'}
|
|
{'id': 86400, 'data_set_name': '可以使用:fnd72_q2_sales_to_other_cur_asset', 'description': "不可使用,仅供参考:Other Current Assets turnover ratio, in actual, measures a company's ability to utilize its other current assets to generate sales"}
|
|
{'id': 317022, 'data_set_name': '可以使用:pv20_a_ard_treasury_shares_num', 'description': '不可使用,仅供参考:ARD Treasury Shares (Number)'}
|
|
{'id': 5623, 'data_set_name': '可以使用:min_gross_income_guidance_2', 'description': '不可使用,仅供参考:The minimum guidance for Gross Income on an annual basis.'}
|
|
{'id': 318920, 'data_set_name': '可以使用:top300_industry_grouping_method1_10', 'description': '不可使用,仅供参考:Industry grouping for top 300 securities using method 1 with 10 clusters.'}
|
|
{'id': 85504, 'data_set_name': '可以使用:fnd72_cr2_q2_accounting_standard', 'description': "不可使用,仅供参考:Returns the Accounting standard used by the company's most recent filing"}
|
|
{'id': 1947, 'data_set_name': '可以使用:anl14_mean_revenue_fp2', 'description': '不可使用,仅供参考:Mean of Estimations of Revenue - upcoming 2 quarters'}
|
|
{'id': 6744, 'data_set_name': '可以使用:anl49_3rdfiscalquartersalesorrevenuesindicator', 'description': '不可使用,仅供参考:Third fiscal quarter sales or revenues indicator'}
|
|
{'id': 295398, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w3_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': 320922, 'data_set_name': '可以使用:pv87_ann_matrix_eps_normalized_estimate_number', 'description': '不可使用,仅供参考:Number of analysts of EPS Normalized Estimate'}
|
|
{'id': 162715, 'data_set_name': '可以使用:mdl230_totalcap_cusip_flowratio', 'description': '不可使用,仅供参考:It is defined as the difference between current assets and cash & equivalents divided by the difference between current liabilities and short-term debt. All items are from the most recent quarter.'}
|
|
{'id': 2082, 'data_set_name': '可以使用:anl14_median_revenue_fp2', 'description': '不可使用,仅供参考:Median of Estimations of Revenue - upcoming 2 quarters'}
|
|
{'id': 318487, 'data_set_name': '可以使用:principal_component_0_top500', 'description': '不可使用,仅供参考:First principal component extracted from returns for the top 500 entities.'}
|
|
{'id': 164134, 'data_set_name': '可以使用:mdl26_v14_prsprise_pct_f12m_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) percentage F-12MonthsRolling revenue'}
|
|
{'id': 83397, 'data_set_name': '可以使用:fnd3_Qacctadj_comstk_divpershare', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Common Stock Dividends Per Share'}
|
|
{'id': 160749, 'data_set_name': '可以使用:fnd65_us5000_cusip_visiratio', 'description': "不可使用,仅供参考:It equals a stock's most recent daily trading volume divided by the average daily trading volume in the previous 50 trading days."}
|
|
{'id': 80737, 'data_set_name': '可以使用:share_capital_level3', 'description': '不可使用,仅供参考:Capital Lease Payments Due in Year 3'}
|
|
{'id': 295317, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w1_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.'}
|
|
{'id': 324602, 'data_set_name': '可以使用:pv87_revenue_consensus_low', 'description': '不可使用,仅供参考:Revenue Consensus Low'}
|
|
{'id': 318672, 'data_set_name': '可以使用:sta2_top1000_fact2_c2', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 318621, 'data_set_name': '可以使用:robust_factor_1_top2000', 'description': '不可使用,仅供参考:Second robust factor for top 2000 securities.'}
|
|
{'id': 167826, 'data_set_name': '可以使用:mdl31_v14_ab1_bv_share_prior_y', 'description': '不可使用,仅供参考:Prior year book value per share'}
|
|
{'id': 78276, 'data_set_name': '可以使用:fnd13_rkdincomestatementq_agss', 'description': '不可使用,仅供参考:Selling/General/Admin. Expenses, Total'}
|
|
{'id': 160131, 'data_set_name': '可以使用:fnd65_totalcap_cusip_impduration', 'description': "不可使用,仅供参考:It is an equity risk measure based on Macaulay's traditional measure of bond duration. It combines book value, expected growth, expected profitability, and current stock trading price."}
|
|
{'id': 319186, 'data_set_name': '可以使用:pv52_yse_chicago_away_exec_shares', 'description': '不可使用,仅供参考:Away Executed Shares'}
|
|
{'id': 79291, 'data_set_name': '可以使用:allowance_for_doubtful_accounts', 'description': '不可使用,仅供参考:[Quarterly] Advertising Expense, Supplemental'}
|
|
{'id': 278426, 'data_set_name': '可以使用:nws102_revision_history_size_count', 'description': "不可使用,仅供参考:The number of revisions of the company's main page"}
|
|
{'id': 318730, 'data_set_name': '可以使用:sta2_top500_fact1_c50', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 162122, 'data_set_name': '可以使用:mdl219_2_rsqr4qsales3y', 'description': '不可使用,仅供参考:R-squared of 3-year trailing sales trend line for the second module.'}
|
|
{'id': 320444, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 9737, 'data_set_name': '可以使用:buyside_word_count_qa', 'description': '不可使用,仅供参考:Total number of words spoken by buy-side investors in the Q&A section.'}
|
|
{'id': 318172, 'data_set_name': '可以使用:top_500_equity_grouping_50_clusters', 'description': '不可使用,仅供参考:Grouping of top 500 equities using 50 clusters.'}
|
|
{'id': 295539, 'data_set_name': '可以使用:oth455_customer_roam_w5_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': 295262, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w2_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
|
|
{'id': 318622, 'data_set_name': '可以使用:robust_factor_2_top2000', 'description': '不可使用,仅供参考:Third robust factor for top 2000 securities.'}
|
|
{'id': 318925, 'data_set_name': '可以使用:top300_industry_grouping_method2_10', 'description': '不可使用,仅供参考:Industry grouping for top 300 securities using method 2 with 10 clusters.'}
|
|
{'id': 319024, 'data_set_name': '可以使用:pv48_r3000e_shares_cur_value', 'description': '不可使用,仅供参考:Current value shares for the US 3000E index.'}
|
|
{'id': 320407, 'data_set_name': '可以使用:pv87_2_netprofit_rep_qf_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 320252, 'data_set_name': '可以使用:pv87_2_nav_qf_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': 320745, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_p1_b_dts', 'description': '不可使用,仅供参考:std value of all analysts estimates of Sales'}
|
|
{'id': 295299, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w5_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': 318628, 'data_set_name': '可以使用:robust_factor_8_top2000', 'description': '不可使用,仅供参考:Ninth robust factor for top 2000 securities.'}
|
|
{'id': 320312, 'data_set_name': '可以使用:pv87_2_netdebt_qf_matrix_p1_b_chngratio_median', 'description': '不可使用,仅供参考:median value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 5592, 'data_set_name': '可以使用:max_shareholders_equity_guidance', 'description': "不可使用,仅供参考:The maximum guidance value for Total Shareholders' Equity."}
|
|
{'id': 170720, 'data_set_name': '可以使用:mdl77_2globaldevnorthamericasensitivityfactor_emeasales', 'description': '不可使用,仅供参考:EMEA Sales Exposure: It is defined as the annual aggregate sales for EMEA as reported by the company divided by total annual sales.'}
|
|
{'id': 321938, 'data_set_name': '可以使用:pv87_expavg60_topic_ess_all', 'description': '不可使用,仅供参考:60-day Exponential average of ESS - Event Sentiment Score for topic All'}
|
|
{'id': 316601, 'data_set_name': '可以使用:pv103_lbid_topofbook_lbid_mean', 'description': '不可使用,仅供参考:Daily mean of 5-minute-interval lowest bid price of top of book'}
|
|
{'id': 319740, 'data_set_name': '可以使用:pv87_2_cfps_af_matrix_p1_b_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Cash Flow Per Share'}
|
|
{'id': 320494, 'data_set_name': '可以使用:pv87_2_pretaxprofit_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 319057, 'data_set_name': '可以使用:pv48_russellindex_top200', 'description': '不可使用,仅供参考:russellindex top200 related to the US market index.'}
|
|
{'id': 164806, 'data_set_name': '可以使用:mdl262_income_piq_mae', 'description': '不可使用,仅供参考:Mean Average Error of the model of Pretax Income'}
|
|
{'id': 326460, 'data_set_name': '可以使用:top3000', 'description': '不可使用,仅供参考:20140630'}
|
|
{'id': 318863, 'data_set_name': '可以使用:top2000_pca_factor4_grouping5', 'description': '不可使用,仅供参考:Fourth principal component grouping for top 2000 securities with 5 clusters.'}
|
|
{'id': 320961, 'data_set_name': '可以使用:pv87_ann_matrix_net_income_normalized_estimate_low', 'description': '不可使用,仅供参考:Low of Net Income Normalized Estimate'}
|
|
{'id': 168743, 'data_set_name': '可以使用:fifty_to_two_hundred_day_price_ratio', 'description': '不可使用,仅供参考:50-200 Day Stock Price Ratio'}
|
|
{'id': 168777, 'data_set_name': '可以使用:industry_relative_sales_to_price', 'description': '不可使用,仅供参考:Sales-to-price ratio less industry average, deflated by industry standard deviation.'}
|
|
{'id': 5953, 'data_set_name': '可以使用:anl44_best_ni_adj_to_sales', 'description': '不可使用,仅供参考:best ni adj to sales'}
|
|
{'id': 325272, 'data_set_name': '可以使用:pv87_v2_simpleavg20_topic_event_sentiment_score_business', 'description': '不可使用,仅供参考:20-day Simple average of Event Sentiment Score for topic Business'}
|
|
{'id': 9859, 'data_set_name': '可以使用:sentence_count_other_participant_questions_qa', 'description': '不可使用,仅供参考:Number of sentences in other participant questions in Q&A.'}
|
|
{'id': 318745, 'data_set_name': '可以使用:sta2_top500_fact4_c50', 'description': '不可使用,仅供参考:statistical industry classification'}
|
|
{'id': 163069, 'data_set_name': '可以使用:mdl230_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': 169742, 'data_set_name': '可以使用:mdl177_fa_ocfratio', 'description': '不可使用,仅供参考:Operating Cash Flow Ratio'}
|
|
{'id': 83547, 'data_set_name': '可以使用:fnd3_a_opeincome_fast_d1', 'description': '不可使用,仅供参考:Annual Operating Income'}
|
|
{'id': 320205, 'data_set_name': '可以使用:pv87_2_nav_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': 162311, 'data_set_name': '可以使用:mdl230_allcap_sedol_curratio', 'description': '不可使用,仅供参考:It is defined as the reported current assets from the most recent quarter divided by the current liabilities from the most recent quarter.'}
|
|
{'id': 444, 'data_set_name': '可以使用:anl10_epsrevise_ratio_to_consensus_fy2', 'description': '不可使用,仅供参考:Consensus estimate value for earnings per share FY2'}
|
|
{'id': 83424, 'data_set_name': '可以使用:fnd3_Qacctadj_opeincome', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Operating Income'}
|
|
{'id': 173943, 'data_set_name': '可以使用:oth460_call_put_ratio_10_day_class', 'description': '不可使用,仅供参考:Predicted trend of 10 day median of Call Volume to Put Volume" (1: fall, 2: neutral, 3: move-up)"'}
|
|
{'id': 6836, 'data_set_name': '可以使用:anl49_backfill_incometaxrateindicator', 'description': '不可使用,仅供参考:Income tax rate indicator'}
|
|
{'id': 295316, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w1_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': 320554, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_af_matrix_p1_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 294837, 'data_set_name': '可以使用:leg2_floating_payment_period_count', 'description': '不可使用,仅供参考:Number of time units for floating rate payment frequency for the second leg.'}
|
|
{'id': 279757, 'data_set_name': '可以使用:headline_positive_term_count', 'description': '不可使用,仅供参考:Count of positive terms found in the news headline.'}
|
|
{'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': 9497, 'data_set_name': '可以使用:anl83_actinvoratiocfoqa', 'description': '不可使用,仅供参考:number of words of CFO/ number of words of executives in Q&A'}
|
|
{'id': 318869, 'data_set_name': '可以使用:top200_method1_group5_score', 'description': '不可使用,仅供参考:Score from the first method for top 200 securities, grouped into 5 clusters.'}
|
|
{'id': 388713, 'data_set_name': '可以使用:snt26_top50pctrankingavg_4', 'description': '不可使用,仅供参考:The average ranking of the top 50% percentile'}
|
|
{'id': 167735, 'data_set_name': '可以使用:mdl31_ab1_pricesales_last_qtr', 'description': '不可使用,仅供参考:Last quarter price-to-sales ratio'}
|
|
{'id': 320068, 'data_set_name': '可以使用:pv87_2_epsr_qf_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Earnings Per Share - As Reported'}
|
|
{'id': 5472, 'data_set_name': '可以使用:cashflow_per_share_minimum', 'description': '不可使用,仅供参考:Cash Flow Per Share - The lowest estimation, delay 1 quarter'}
|
|
{'id': 279929, 'data_set_name': '可以使用:news_item_count_transfer', 'description': '不可使用,仅供参考:The total number of news items used for transferred sentiment calculation.'}
|
|
{'id': 321431, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_net_income_normalized_consensus_mean_numup', 'description': '不可使用,仅供参考:Number of up revisions of Net Income Normalized Consensus Mean'}
|
|
{'id': 6756, 'data_set_name': '可以使用:anl49_annualfiscalsalesorrevenues', 'description': '不可使用,仅供参考:The total fiscal year sales or revenues as reported.'}
|
|
{'id': 158734, 'data_set_name': '可以使用:count_institutional_sellers_security', 'description': '不可使用,仅供参考:Number of institutions that sold shares of the security in the reporting period.'}
|
|
{'id': 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': 169708, 'data_set_name': '可以使用:mdl177_fa_aspanratio', 'description': '不可使用,仅供参考:Attention Span Ratio'}
|
|
{'id': 295337, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w3_pca_fact2_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 10 groups.'}
|
|
{'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': 318629, 'data_set_name': '可以使用:robust_factor_9_top2000', 'description': '不可使用,仅供参考:Tenth robust factor for top 2000 securities.'}
|
|
{'id': 295517, 'data_set_name': '可以使用:oth455_customer_roam_w3_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.'}
|
|
{'id': 87020, 'data_set_name': '可以使用:fnd72_s_pit_or_is_q_is_pension_expense_income', 'description': '不可使用,仅供参考:The net amount of pension cost that is recognized in the income statement'}
|
|
{'id': 295432, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w1_pca_fact1_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 1st eigenvalue of PCA into 5 groups.'}
|
|
{'id': 295502, 'data_set_name': '可以使用:oth455_customer_roam_w2_pca_fact1_cluster_10', 'description': '不可使用,仅供参考:Grouping data. Embedded using ROAM with customer data and then clustered using the 1st eigenvalue of PCA into 10 groups.'}
|
|
{'id': 319941, 'data_set_name': '可以使用:pv87_2_ebitdaps_af_matrix_all_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': 295475, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w5_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.'}
|
|
{'id': 319716, 'data_set_name': '可以使用:pv87_2_capex_qf_matrix_p1_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Capital Expenditure'}
|
|
{'id': 80718, 'data_set_name': '可以使用:revenue_from_domestic_operations', 'description': '不可使用,仅供参考:[Quarterly] Expected Rate of Return - Domestic'}
|
|
{'id': 324016, 'data_set_name': '可以使用:pv87_prv2_expavg20_group_event_sentiment_score_revenues', 'description': '不可使用,仅供参考:20-day Exponential average of Event Sentiment Score for group Revenues'}
|
|
{'id': 169157, 'data_set_name': '可以使用:mdl177_2_globaldevnorthamericasensitivityfactor_apsales', 'description': '不可使用,仅供参考:Asia-Pacific Sales Exposure'}
|
|
{'id': 320981, 'data_set_name': '可以使用:pv87_ann_matrix_revenue_estimate_low', 'description': '不可使用,仅供参考:Low of Revenue Estimate'}
|
|
{'id': 321188, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_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': 80564, 'data_set_name': '可以使用:interest_income_total_2', 'description': '不可使用,仅供参考:Total interest income earned by the company.'}
|
|
{'id': 84080, 'data_set_name': '可以使用:quarterly_interest_income_total', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Interest & Investment Income'}
|
|
{'id': 320296, 'data_set_name': '可以使用:pv87_2_netdebt_af_matrix_p1_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Net Asset Value (NAV)'}
|
|
{'id': 164294, 'data_set_name': '可以使用:annual_net_income_prediction_mean_abs_error', 'description': '不可使用,仅供参考:Mean absolute error of annual net income model predictions.'}
|
|
{'id': 294907, 'data_set_name': '可以使用:oth384_presentation_wordcount', 'description': '不可使用,仅供参考:Word count of the presentation'}
|
|
{'id': 882, 'data_set_name': '可以使用:anl10_prrrevise_ratio_to_close_fq2_2573', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for price return ratio Q2'}
|
|
{'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': 78385, 'data_set_name': '可以使用:fnd14_irs_number', 'description': '不可使用,仅供参考:Describes IRS assigned number'}
|
|
{'id': 320410, 'data_set_name': '可以使用:pv87_2_netprofit_rep_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 7253, 'data_set_name': '可以使用:anl69_best_sales_numest', 'description': '不可使用,仅供参考:Sales # Ests'}
|
|
{'id': 84075, 'data_set_name': '可以使用:quarterly_income_tax_expense_fast_d1', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Income Tax Provision'}
|
|
{'id': 165491, 'data_set_name': '可以使用:quarterly_net_income_prediction_mean_abs_error', 'description': '不可使用,仅供参考:Mean absolute error of quarterly net income model predictions.'}
|
|
{'id': 6445, 'data_set_name': '可以使用:anl44_second_en_sales_prevalue', 'description': '不可使用,仅供参考:sales prevalue'}
|
|
{'id': 324491, 'data_set_name': '可以使用:pv87_qtr_matrix_net_income_gaap_consensus_mean_numnochangeunfiltered', 'description': '不可使用,仅供参考:Number of no change revisions (unfiltered) of Net Income (GAAP) Consensus Mean'}
|
|
{'id': 320139, 'data_set_name': '可以使用:pv87_2_ffops_qf_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Funds from Operations per Share (FFOPS) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 383478, 'data_set_name': '可以使用:rsk72_top2000_dsrt', 'description': '不可使用,仅供参考:Daily reproducible specific returns in % units'}
|
|
{'id': 320273, 'data_set_name': '可以使用:pv87_2_netdebt_af_matrix_p1_b_chngratio_high', 'description': '不可使用,仅供参考:highest 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': 2087, 'data_set_name': '可以使用:anl14_median_revenue_fy2', 'description': '不可使用,仅供参考:Median of estimations of revenue - upcoming 2 years'}
|
|
{'id': 317002, 'data_set_name': '可以使用:pv20_a2_ardr_total_shareholders_equity', 'description': '不可使用,仅供参考:ARD Ref Total Shareholders Equity'}
|
|
{'id': 6933, 'data_set_name': '可以使用:anl49_longtermdebtratioindicator', 'description': '不可使用,仅供参考:Long-term debt ratio indicator'}
|
|
{'id': 168783, 'data_set_name': '可以使用:inverse_peg_ratio_2', 'description': '不可使用,仅供参考:Inverse of PEG Ratio'}
|
|
{'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'}
|
|
{'id': 168770, 'data_set_name': '可以使用:industry_rel_ttm_sales_to_ev', 'description': '不可使用,仅供参考:Industry-relative TTM Sales to Enterprise Value'}
|
|
{'id': 319904, 'data_set_name': '可以使用:pv87_2_ebitda_af_matrix_p1_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of EBITDA'}
|
|
{'id': 80747, 'data_set_name': '可以使用:share_equity_transfer', 'description': '不可使用,仅供参考:Total value of equity transferred between shareholders during the period.'}
|
|
{'id': 318111, 'data_set_name': '可以使用:sta1_top1000c20', 'description': '不可使用,仅供参考:Statistical industry classification'}
|
|
{'id': 320014, 'data_set_name': '可以使用:pv87_2_eps_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Earnings Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 318896, 'data_set_name': '可以使用:top3000_pca_component6', 'description': '不可使用,仅供参考:Sixth principal component value for top 3000 securities.'}
|
|
{'id': 320695, 'data_set_name': '可以使用:pv87_2_sales_af_matrix_all_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Sales *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 9784, 'data_set_name': '可以使用:other_executive_singular_plural_pronoun_ratio_presentation', 'description': '不可使用,仅供参考:Ratio of singular to plural pronouns used by other executives in the presentation section.'}
|
|
{'id': 295307, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q50_w1_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.'}
|
|
{'id': 321304, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_revenue_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Revenue Consensus Mean'}
|
|
{'id': 320382, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_all_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': 5452, 'data_set_name': '可以使用:book_value_per_share_2', 'description': '不可使用,仅供参考:Book Value Per Share - Actual Value'}
|
|
{'id': 85811, 'data_set_name': '可以使用:fnd72_pit_or_cr_a_ev_to_t12m_net_income_firm', 'description': '不可使用,仅供参考:The Field Measures the Ratio of Enterprise Value in Relation to Trailing 12-Month Net Income to Firm'}
|
|
{'id': 321456, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_cash_flow_share_consensus_mean_numupunfiltered', 'description': '不可使用,仅供参考:Number of up revisions of Cash Flow / Share Consensus Mean'}
|
|
{'id': 296426, 'data_set_name': '可以使用:review_unhelpful_count', 'description': '不可使用,仅供参考:Number of users who marked the review as not helpful.'}
|
|
{'id': 169807, 'data_set_name': '可以使用:mdl177_growthanalystmodel_qga_iarsales_alt', 'description': '不可使用,仅供参考:Inv Acc Rec to Sales Link'}
|
|
{'id': 319789, 'data_set_name': '可以使用:pv87_2_dps_af_matrix_all_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))'}
|
|
{'id': 318551, 'data_set_name': '可以使用:principal_component_score_11_top3000', 'description': '不可使用,仅供参考:Value of the eleventh principal component for the top 3000 securities.'}
|
|
{'id': 80631, 'data_set_name': '可以使用:net_income_4', 'description': '不可使用,仅供参考:Net income for the reporting period.'}
|
|
{'id': 84026, 'data_set_name': '可以使用:quarterly_avg_diluted_shares_count', 'description': '不可使用,仅供参考:Fiscal period endate of Annual Accountance Adjustment Average Common Shares Outstanding, Diluted'}
|
|
{'id': 318399, 'data_set_name': '可以使用:pca_factor_7_top1000', 'description': '不可使用,仅供参考:Eighth principal component value for top 1000 securities.'}
|
|
{'id': 9730, 'data_set_name': '可以使用:buyside_sentence_count_presentation', 'description': '不可使用,仅供参考:Total number of sentences spoken by buy-side investors in the presentation section.'}
|
|
{'id': 320323, 'data_set_name': '可以使用:pv87_2_netdebt_qf_matrix_p1_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Net Asset Value (NAV) *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 83826, 'data_set_name': '可以使用:fnd3_q_revenue', 'description': '不可使用,仅供参考:Quarterly Revenue'}
|
|
{'id': 294566, 'data_set_name': '可以使用:count_negative_cashflow_answer', 'description': '不可使用,仅供参考:Number of negative sentiment instances for cash flow in answer segments.'}
|
|
{'id': 320647, 'data_set_name': '可以使用:pv87_2_roe_af_matrix_p1_b_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Return On Equity *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 166878, 'data_set_name': '可以使用:mdl264_put_call_erlanger_ratio_l3', 'description': '不可使用,仅供参考:The probability that the future trend of "Premium Ratio" will move up'}
|
|
{'id': 279248, 'data_set_name': '可以使用:shares_eligible_post_lockup', 'description': '不可使用,仅供参考:Number of shares that can be sold after the lockup period expires.'}
|
|
{'id': 172485, 'data_set_name': '可以使用:oth432_income_otlo_mae', 'description': '不可使用,仅供参考:Mean Average Error of the model of Cash from Operating Activities'}
|
|
{'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': 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': 325983, 'data_set_name': '可以使用:pv87_webv2_simpleavg60_group_css_revenues', 'description': '不可使用,仅供参考:60-day Simple average of CSS score that represents the news sentiment of a given story by combining various sentiment analysis techniques for group Revenues'}
|
|
{'id': 319285, 'data_set_name': '可以使用:pv64_dif_fund_expense_ratio', 'description': '不可使用,仅供参考:The amount investors pay for expenses incurred in operating a mutual fund (after any waivers).'}
|
|
{'id': 318496, 'data_set_name': '可以使用:principal_component_12_top500', 'description': '不可使用,仅供参考:Thirteenth principal component extracted from returns for the top 500 entities.'}
|
|
{'id': 321574, 'data_set_name': '可以使用:pv87_datasecurityandcustomerprivacy_pulse_mean', 'description': '不可使用,仅供参考:Short-term score of Data Security And Customer Privacy topic'}
|
|
{'id': 318839, 'data_set_name': '可以使用:top2000_factor4_value', 'description': '不可使用,仅供参考:Fourth principal component value for top 2000 securities.'}
|
|
{'id': 296252, 'data_set_name': '可以使用:oth567_deltareview_count_helpful_421', 'description': '不可使用,仅供参考:number of users who found the review helpful'}
|
|
{'id': 319229, 'data_set_name': '可以使用:pv52_yse_price_imprvd_shares', 'description': '不可使用,仅供参考:Price-Improved Shares'}
|
|
{'id': 168404, 'data_set_name': '可以使用:justified_forward_pe_ratio', 'description': '不可使用,仅供参考:Forward 12-month price-to-earnings ratio justified by steady-state assumptions.'}
|
|
{'id': 83110, 'data_set_name': '可以使用:annual_avg_diluted_shares_count_fast_d1', 'description': '不可使用,仅供参考:Average number of diluted shares outstanding during the year.'}
|
|
{'id': 171271, 'data_set_name': '可以使用:mdl77_flowratio', 'description': '不可使用,仅供参考:Flow Ratio: 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': 320850, 'data_set_name': '可以使用:pv87_ann_matrix_book_value_share_estimate_low', 'description': '不可使用,仅供参考:Low of Book Value / Share Estimate'}
|
|
{'id': 78167, 'data_set_name': '可以使用:share_award_value', 'description': '不可使用,仅供参考:Value of shares awarded to the director during the period.'}
|
|
{'id': 86310, 'data_set_name': '可以使用:fnd72_q1_geo_grow_cogs_to_net_sales', 'description': '不可使用,仅供参考:Compound 5-year growth rate in cost of goods sold as a percentage of revenue'}
|
|
{'id': 318979, 'data_set_name': '可以使用:pv48_2000_constituent_totalsharesout', 'description': '不可使用,仅供参考:Total shares outstanding for the 2000 constituent.'}
|
|
{'id': 321437, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_book_value_share_consensus_mean_numnochange', 'description': '不可使用,仅供参考:Number of no change revisions of Book Value / Share Consensus Mean'}
|
|
{'id': 320479, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_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))'}
|
|
{'id': 83435, 'data_set_name': '可以使用:fnd3_Qacctadj_sharesissued', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Number of Shares Issued'}
|
|
{'id': 6349, 'data_set_name': '可以使用:anl44_sales_best_cur_fiscal_qtr_period', 'description': '不可使用,仅供参考:sales best cur fiscal qtr period'}
|
|
{'id': 320121, 'data_set_name': '可以使用:pv87_2_fcfps_qf_matrix_p1_chngratio_number', 'description': '不可使用,仅供参考:count number of all change ratio of Financing Cash Flow Per Share *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 160205, 'data_set_name': '可以使用:fnd65_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."}
|
|
{'id': 160711, 'data_set_name': '可以使用:fnd65_us5000_cusip_si_ratio', 'description': '不可使用,仅供参考: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': 163197, 'data_set_name': '可以使用:mdl230_us5000_cusip_nlsales', 'description': "不可使用,仅供参考:It is defined as the natural logarithm of the cubic of a company's trailing 12-month sales."}
|
|
{'id': 5419, 'data_set_name': '可以使用:anl4_qfv4_eps_number', 'description': '不可使用,仅供参考:Earnings per share - number of estimations'}
|
|
{'id': 295437, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q50_w1_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.'}
|
|
{'id': 163974, 'data_set_name': '可以使用:mdl26_v14_actual_last_q_revenue', 'description': '不可使用,仅供参考:actual last QTR revenue'}
|
|
{'id': 6007, 'data_set_name': '可以使用:anl44_best_sales_numest', 'description': '不可使用,仅供参考:best sales numest'}
|
|
{'id': 320346, 'data_set_name': '可以使用:pv87_2_netprofit_af_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': 279800, 'data_set_name': '可以使用:news_story_company_count', 'description': '不可使用,仅供参考:Number of companies or entities referenced in the news story.'}
|
|
{'id': 320587, 'data_set_name': '可以使用:pv87_2_roa_af_matrix_all_chngratio_mean', 'description': '不可使用,仅供参考:mean value of all change ratio of Return On Assets *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 78217, 'data_set_name': '可以使用:fnd110_revision_number_fast_d1', 'description': '不可使用,仅供参考:Companies can revise values for various reasons. If this is a revised number the revision number will be greater than 0'}
|
|
{'id': 83615, 'data_set_name': '可以使用:fnd3_aacctadj_capitalassetsales_fast_d1', 'description': '不可使用,仅供参考:Annual Accountance Adjustment Proceeds from Sale of Productive Assets'}
|
|
{'id': 172, 'data_set_name': '可以使用:anl10_dpsrevise_ratio_to_consensus_fq1_1549', 'description': '不可使用,仅供参考:Consensus estimate value for dividends per share Q1'}
|
|
{'id': 83104, 'data_set_name': '可以使用:annual_accounts_receivable_total_fast_d1', 'description': '不可使用,仅供参考:Total accounts receivable as of the year.'}
|
|
{'id': 320566, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_qf_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Pretax Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 320572, 'data_set_name': '可以使用:pv87_2_pretaxprofit_rep_qf_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Pretax Profit'}
|
|
{'id': 321521, 'data_set_name': '可以使用:pv87_daily_qtr_matrix_r6_net_income_gaap_consensus_mean_numanalysts', 'description': '不可使用,仅供参考:Number of analysts of Net Income (GAAP) Consensus Mean'}
|
|
{'id': 170135, 'data_set_name': '可以使用:mdl177_pricemomentumfactor_visiratio_alt', 'description': "不可使用,仅供参考:The Visibility Ratio : It equals to a stock's most recent daily trading volume divided by the average daily trading volume in previous 50 trading days."}
|
|
{'id': 294903, 'data_set_name': '可以使用:oth384_presentation_sentcount', 'description': '不可使用,仅供参考:Sentence count of the presentation'}
|
|
{'id': 318782, 'data_set_name': '可以使用:top1000_pca_factor1_grouping50', 'description': '不可使用,仅供参考:First principal component grouping for top 1000 securities with 50 clusters.'}
|
|
{'id': 170815, 'data_set_name': '可以使用:mdl77_2liquidityriskfactor_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': 167684, 'data_set_name': '可以使用:mdl31_ab1_bv_share_prior_y', 'description': '不可使用,仅供参考:Prior year book value per share'}
|
|
{'id': 318120, 'data_set_name': '可以使用:sta1_top3000c2', 'description': '不可使用,仅供参考:Statistical industry classification'}
|
|
{'id': 316928, 'data_set_name': '可以使用:pv173_rawratiosmt5yzspreadchgstd20dsbst', 'description': '不可使用,仅供参考:It is defined as the 20-day standard deviation of changeIn 5-year mid z-spreadIn the bond z-spread curve'}
|
|
{'id': 321572, 'data_set_name': '可以使用:pv87_datasecurityandcustomerprivacy_insight_mean', 'description': '不可使用,仅供参考:Long-term score of Data Security And Customer Privacy topic'}
|
|
{'id': 6727, 'data_set_name': '可以使用:anl49_2ndfiscalquarterearningspershareindicator', 'description': '不可使用,仅供参考:Second fiscal quarter earnings on a per share indicator'}
|
|
{'id': 295380, 'data_set_name': '可以使用:oth455_customer_n2v_p50_q200_w2_kmeans_cluster_20', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using K-means into 20 groups.'}
|
|
{'id': 321252, 'data_set_name': '可以使用:pv87_daily_ann_matrix_r1_net_asset_value_share_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Net Asset Value / Share Consensus Mean'}
|
|
{'id': 318553, 'data_set_name': '可以使用:principal_component_score_11_top500_513', 'description': '不可使用,仅供参考:Value of the 12th principal component for the top 500 securities in group 513.'}
|
|
{'id': 388707, 'data_set_name': '可以使用:snt26_top25pctranking_17', 'description': '不可使用,仅供参考:The top 25% percentile ranking'}
|
|
{'id': 84156, 'data_set_name': '可以使用:unearned_revenue_total', 'description': '不可使用,仅供参考:Quarterly Accountance Adjustment Deferred Revenue'}
|
|
{'id': 295279, 'data_set_name': '可以使用:oth455_customer_n2v_p10_q200_w3_pca_fact2_cluster_5', 'description': '不可使用,仅供参考:Grouping data. Embedded using N2V with customer data and then clustered using the 2nd eigenvalue of PCA into 5 groups.'}
|
|
{'id': 318510, 'data_set_name': '可以使用:principal_component_2_top500', 'description': '不可使用,仅供参考:Third principal component extracted from returns for the top 500 entities.'}
|
|
{'id': 319764, 'data_set_name': '可以使用:pv87_2_cfps_qf_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Cash Flow Per Share'}
|
|
{'id': 325136, 'data_set_name': '可以使用:pv87_v2_expavg20_topic_nip_all', 'description': '不可使用,仅供参考:20-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 topic All'}
|
|
{'id': 6525, 'data_set_name': '可以使用:latest_quarterly_period_end_update_sales', 'description': '不可使用,仅供参考:Date or timestamp when the period end for the quarterly sales value was last updated.'}
|
|
{'id': 318861, 'data_set_name': '可以使用:top2000_pca_factor4_grouping2', 'description': '不可使用,仅供参考:Fourth principal component grouping for top 2000 securities with 2 clusters.'}
|
|
{'id': 321046, 'data_set_name': '可以使用:pv87_buy_sharesdivhold_sum', 'description': '不可使用,仅供参考:Sum of Buying Shares / Holdings'}
|
|
{'id': 279312, 'data_set_name': '可以使用:nws31_volumecounts', 'description': '不可使用,仅供参考:The number of items on a particular asset within 5 time windows The periods are 12 hours, 24 hours, 3 days, 5 days and 7 days prior to the news item’s timestamp'}
|
|
{'id': 170722, 'data_set_name': '可以使用:mdl77_2globaldevnorthamericasensitivityfactor_lasales', 'description': '不可使用,仅供参考:Latin America Sales Exposure: It is defined as the annual aggregate sales for Latin America as reported by the company divided by total annual sales.'}
|
|
{'id': 320737, 'data_set_name': '可以使用:pv87_2_sales_qf_matrix_all_median', 'description': '不可使用,仅供参考:median value of all analysts estimates of Sales'}
|
|
{'id': 302, 'data_set_name': '可以使用:anl10_ebsrevise_ratio_to_close_fy1', 'description': '不可使用,仅供参考:Ratio of delta consensus to adjusted close for earnings before others FY1'}
|
|
{'id': 83166, 'data_set_name': '可以使用:annual_unearned_revenue_total_fast_d1', 'description': '不可使用,仅供参考:Total deferred revenue as of the year.'}
|
|
{'id': 79020, 'data_set_name': '可以使用:fn_excess_tax_benefit_from_share_based_comp_fin_activities_q', 'description': "不可使用,仅供参考:Amount of cash inflow from realized tax benefit related to deductible compensation cost reported on the entity's tax return for equity instruments in excess of the compensation cost for those instruments recognized for financial reporting purposes."}
|
|
{'id': 165235, 'data_set_name': '可以使用:mdl262_sales_ev', 'description': '不可使用,仅供参考:Sales to Enterprise value ratio of Predictive models'}
|
|
{'id': 324120, 'data_set_name': '可以使用:pv87_prv2_simpleavg1_topic_event_sentiment_score_business', 'description': '不可使用,仅供参考:1-day Simple average of Event Sentiment Score for topic Business'}
|
|
{'id': 318574, 'data_set_name': '可以使用:principal_component_score_3_top500_513', 'description': '不可使用,仅供参考:Value of the 4th principal component for the top 500 securities in group 513.'}
|
|
{'id': 79323, 'data_set_name': '可以使用:common_shares_outstanding_quarter_2', 'description': '不可使用,仅供参考:Number of common shares outstanding at quarter end.'}
|
|
{'id': 171620, 'data_set_name': '可以使用:mdl77_opricemomentumfactor_pc_ratio', 'description': '不可使用,仅供参考:Put/Call Ratio: It is defined as the open interest in 7 near-the-money (1 at-the-money, next 3 above and next 3 below), nearest to expiration put option contracts divided by the open interest in 7 near-the-money (1 at-the-money, next 3 above and next 3 below), nearest to expiration call option contracts.'}
|
|
{'id': 1679, 'data_set_name': '可以使用:anl14_high_revenue_fy4', 'description': '不可使用,仅供参考:The highest estimation of Revenue - upcoming 4 years'}
|
|
{'id': 322042, 'data_set_name': '可以使用:pv87_hitscore_sentimentcount_mean', 'description': '不可使用,仅供参考:Mean of Number of words or phrases matched with sentiments dictionary'}
|
|
{'id': 320146, 'data_set_name': '可以使用:pv87_2_grossmargin_af_matrix_all_chngratio_std', 'description': '不可使用,仅供参考:std value of all change ratio of Gross Margin *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 324489, 'data_set_name': '可以使用:pv87_qtr_matrix_net_income_gaap_consensus_mean_numdownunfiltered', 'description': '不可使用,仅供参考:Number of down revisions (unfiltered) of Net Income (GAAP) Consensus Mean'}
|
|
{'id': 87017, 'data_set_name': '可以使用:fnd72_s_pit_or_is_q_is_oprb_expense_income', 'description': '不可使用,仅供参考:Net amount of other post-employment benefits cost that is recognized in the income statement'}
|
|
{'id': 319657, 'data_set_name': '可以使用:pv87_2_capex_af_matrix_p1_b_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Capital Expenditure *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 279571, 'data_set_name': '可以使用:nws5_atr_ratio', 'description': "不可使用,仅供参考:Today's Range/ATR20"}
|
|
{'id': 326218, 'data_set_name': '可以使用:pv87_weightedavg60_topic_v2_0_1_ess_business', 'description': '不可使用,仅供参考:60-day Weighted average of ESS - Event Sentiment Score for topic Business'}
|
|
{'id': 324648, 'data_set_name': '可以使用:pv87_s_sell_price_count', 'description': '不可使用,仅供参考:Count of selling price'}
|
|
{'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': 325127, 'data_set_name': '可以使用:pv87_v2_expavg20_group_nip_revenues', 'description': '不可使用,仅供参考:20-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 Revenues'}
|
|
{'id': 163789, 'data_set_name': '可以使用:mdl26_prsprise_fq2_revenue', 'description': '不可使用,仅供参考:predicted surprise (actual value - predicted value) FQTR2 revenue'}
|
|
{'id': 9776, 'data_set_name': '可以使用:other_cfo_word_count_qa', 'description': '不可使用,仅供参考:Total number of words spoken by other CFOs in the Q&A section.'}
|
|
{'id': 318796, 'data_set_name': '可以使用:top1000_pca_factor4_grouping5', 'description': '不可使用,仅供参考:Fourth principal component grouping for top 1000 securities with 5 clusters.'}
|
|
{'id': 6835, 'data_set_name': '可以使用:anl49_backfill_incometaxrate', 'description': "不可使用,仅供参考:The company's effective tax rate. The total of all income taxes paid expressed as a percentage of gross revenues."}
|
|
{'id': 320393, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_p1_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 5392, 'data_set_name': '可以使用:anl4_qfd1_az_cfps_number', 'description': '不可使用,仅供参考:Cash Flow Per Share - number of estimations'}
|
|
{'id': 320381, 'data_set_name': '可以使用:pv87_2_netprofit_rep_af_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Net Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 325383, 'data_set_name': '可以使用:pv87_v2_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': 319796, 'data_set_name': '可以使用:pv87_2_dps_af_matrix_all_number', 'description': '不可使用,仅供参考:count number of estimates (once for one analyst) of Dividends Per Share'}
|
|
{'id': 1813, 'data_set_name': '可以使用:anl14_low_revenue_fy3', 'description': '不可使用,仅供参考:The Lowest Estimation of Revenue - upcoming 3 years'}
|
|
{'id': 6540, 'data_set_name': '可以使用:sales_forecast_currency_code', 'description': '不可使用,仅供参考:Currency in which the sales forecast is reported.'}
|
|
{'id': 320478, 'data_set_name': '可以使用:pv87_2_operatingprofit_qf_matrix_p1_chngratio_low', 'description': '不可使用,仅供参考:lowest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
{'id': 318392, 'data_set_name': '可以使用:pca_factor_14_top1000', 'description': '不可使用,仅供参考:Fifteenth principal component value for top 1000 securities.'}
|
|
{'id': 320441, 'data_set_name': '可以使用:pv87_2_operatingprofit_af_matrix_all_chngratio_high', 'description': '不可使用,仅供参考:highest value of all change ratio of Operating Profit *change ratio = ((current value - previous value) / (fabs (current value)/2 + fabs (previous value)/2))'}
|
|
========================= 数据字段结束 =======================================
|
|
|
|
以上数据字段和操作符, 按照Description说明组合, 但是每一个 alpha 组合的使用的数据字段和操作符不要过于集中, 在符合语法的情况下, 多尝试不同的组合
|
|
|
|
你再检查一下, 如果你使用了
|
|
Operator abs does not support event inputs
|
|
Operator ts_mean does not support event inputs
|
|
Operator ts_scale does not support event inputs
|
|
Operator add does not support event inputs
|
|
Operator sign does not support event inputs
|
|
Operator greater does not support event inputs
|
|
Operator ts_av_diff does not support event inputs
|
|
Operator ts_quantile does not support event inputs
|
|
Operator ts_arg_min does not support event inputs
|
|
Operator divide does not support event inputs
|
|
Operator ts_corr does not support event inputs
|
|
Operator ts_decay_linear does not support event inputs
|
|
Operator ts_sum does not support event inputs
|
|
Operator ts_delay does not support event inputs
|
|
Operator ts_arg_max does not support event inputs
|
|
Operator ts_std_dev does not support event inputs
|
|
Operator ts_regression does not support event inputs
|
|
Operator ts_backfill does not support event inputs
|
|
Operator signed_power does not support event inputs
|
|
Operator ts_product does not support event inputs
|
|
Operator ts_zscore does not support event inputs
|
|
Operator group_rank does not support event inputs
|
|
Operator subtract does not support event inputs
|
|
Operator ts_delta does not support event inputs
|
|
Operator ts_rank does not support event inputs
|
|
Operator ts_count_nans does not support event inputs
|
|
Operator ts_covariance does not support event inputs
|
|
Operator multiply does not support event inputs
|
|
Operator if_else does not support event inputs
|
|
Operator group_neutralize does not support event inputs
|
|
Operator group_zscore does not support event inputs
|
|
Operator winsorize does not support event inputs
|
|
注意, 以上操作符不能使用事件类型的数据集, 以上操作符禁止使用事件类型的数据集!! |