Resample and interpolate Teradata time series data using TD_RESAMPLE.
npx skills add https://github.com/teradata-labs/claude-cookbooks --skill td-resample
Please help me install this Agent Skill. Skill: td-resample Source: https://github.com/teradata-labs/claude-cookbooks/tree/main/skills/analytics/td-resample Command: npx skills add https://github.com/teradata-labs/claude-cookbooks --skill td-resample
This Skill addresses the need to convert time series data to different sampling rates, enabling analysis and integration across systems with varying data frequencies.
Use the td-resample skill to resample the sensor_data table with timestamp_col to a new rate.
High-intent search queries and answers about installing and using this skill.
Interpolation fills missing data points or smooths time series data during rate conversion by estimating intermediate values. This Skill applies interpolation methods within the TD_RESAMPLE function to maintain signal integrity when adjusting sampling frequencies.
Yes, signal resampling requires Teradata Vantage with the Unbounded Array Framework enabled and appropriate licensing for advanced signal processing functions. This environment provides the necessary TD_RESAMPLE function to execute time series rate conversion.
The best way to downsample high-frequency sensor data is using a dedicated resampling function like TD_RESAMPLE. It accurately converts data to a lower sampling rate, such as reducing per-second sensor readings to per-minute aggregates, while preserving signal characteristics.
Yes, you can use td-resample for upsampling and interpolating missing time series points. It leverages the TD_RESAMPLE function to increase the sampling rate and apply various interpolation methods to fill gaps or create smoother series.
teradata-labsGenerate production-ready SQL for Teradata UAF parameter estimation.
GuitarAlchemistAnalyze and transform signals using FFT, filtering, wavelets, and Kalman filters.
teradata-labsAnalyze time series data with Teradata TD_PowerSpec in the Unbounded Array Framework.
nbuzzanoCatalog Teradata SQL queries by folder with type, tables, functions, and complexity.
