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Data Functions

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Data Functions

Add advanced analytics features into your data pipelines with prebuilt data functions

61 files

  1. Spatial Interpolation Data Function for Spotfire®

    This component is a TERR/R data function which interpolates a variable across two-dimensional latitude and longitude coordinate space.
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  2. Holt Winters Forecasting Data Function for Spotfire®

    Univariate time-series preparation and modeling with Holt-Winters smoothing and forecast.
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  3. Map Contour Plot Data Function for Spotfire®

    This Data Function generates a contour plot as a feature layer on a map chart
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  4. Spatial Join Data Function for Spotfire®

    Use Spatial Join to find data in one marker layer that is nearby data from another marker layer.
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  5. Dunn Index Python Data Function for Spotfire®

    This Python data function calculates metrics to help the user decide on the optimal number of clusters (K value) for the K-Means method on the given input dataset.
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  6. Calculate Travel Route Data Function for Spotfire®

    Spotfire data function calculating driving or walking routes between two points.
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  7. Column Correlation Python Data Function for Spotfire®

    This Python data function calculates the correlation coefficients between columns of data. Multiple correlation methods are available which are: Pearson, Spearman and Kendall
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  8. PCA Python Data Function for Spotfire®

    This Python data function performs Principal Component Analysis (PCA) on a given numeric dataset.
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  9. TensorFlow Regression and Classification Python Data Function for Spotfire®

    Component is a Python data function which performs regression or classification using a neural network.
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  10. Autoencoder TensorFlow Python Data Function for Spotfire®

    This is a Python data function employing Autoencoder method. Autoencoder is a versatile deep learning model that is used in anomaly detection and dimension reduction.
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  11. Isolation Forest Python Data Function for Spotfire®

    This Python data function will train and execute an Isolation Forest machine learning model on a given input dataset.
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  12. One-Hot Encoder Python Data Function for Spotfire®

    This Python data function uses one-hot-encoding to transform categorical columns into multiple numeric columns containing 0's and 1's.
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  13. Random Forest Python Data Function for Spotfire®

    This component consisting of data function created in Python. Data function trains and executes a Random Forest machine learning model on a given input dataset.
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  14. Online CSV Reader Data Function for Spotfire®

    This data function is able to read a CSV at a specified internet URL
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  15. Local Outlier Factor Python Data Function for Spotfire®

    This component is a Python data function implementing local outlier factor method to perform anomaly detection.
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  16. Logistic Regression Python Data Function for Spotfire®

    This component consisting of data function created in Python. Data function trains and executes a Logistic regression model on a given input dataset.
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  17. Basic Data Smoothing Data Function for Spotfire®

    Spotfire data function for smoothing noisy data.
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  18. Convert Coordinates To Polygon Data Function for Spotfire®

    Spotfire data function that inputs a table of coordinates representing polygons, and outputs a table with the polygons in the format native to TIBCO Spotfire®.
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  19. K-Means Cluster - Python Data Function for Spotfire®

    This Python data function implements K-means clustering algorithm which tries to group similar items in the form of clusters. The number of groups is represented by K.
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  20. Area of Polygons Data Function for Spotfire®

    TERR data function which is calculating the areas of polygons.
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  21. Support Vector Machine Python Data Function for Spotfire®

    This data function will train and execute a Support Vector Machine supervised machine learning model on a given input dataset.
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  22. Draw Bounding Box Data Function for Spotfire®

    Data function to draw rectangles on a Spotfire® map.
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  23. Draw Circular Radius Data Function for Spotfire®

    Data function to draw circles with fixed radius on a Spotfire® map.
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  24. Driving Distance Matrix Data Function for Spotfire®

    Data function to get the driving distance and times from the central lat/long point to all points in another data table.
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  25. Duplicate Identification Data Function for Spotfire®

    Spotfire data function identifying duplicate records.
    18
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