forecasting-time-series-data
CommunityForecast future values from time series data.
Data & Analytics#forecasting#time-series#data-analysis#model-selection#arima#prophet#demand-forecast
AuthorPhife726
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Forecasting time-series data allows you to predict future values from historical observations, enabling proactive planning and optimization.
Core Features & Use Cases
- Time-series analysis: detect trends, seasonality, and autocorrelation to inform forecasts.
- Model selection & evaluation: choose ARIMA or Prophet models and generate forecasts with confidence intervals.
- Use case: forecast quarterly sales, predict website traffic, or plan inventory levels.
Quick Start
Supply your historical time series data and desired forecast horizon to receive a structured forecast with optional confidence intervals.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: forecasting-time-series-data Download link: https://github.com/Phife726/ds_agent/archive/main.zip#forecasting-time-series-data Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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