Anomaly_Detection

R

anomaly detection with anomalize and Google Trends data

Last updated Jan 18, 2025

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#anomaly-detection #anomalydetection #data-science #datascience #machine-learning #machine-learning-algorithms #machinelearning #r

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R 100.0%

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README

Anomaly Detection With Time Series

Tidy anomaly detection with Google Trends data -- anomaly detection using tidyverse package: anomalize

Follow along at 2018 DC R - view video here and supplementary slides here

slides

Explore different anomaly detection algorithms:

Use STL + IQR to detect 2018 trending news stories Pete

Use Twitter's AnomalyDetection method to analyze seasonal data (the tidy way) Anomaly Detection

Data frame generated using Google Trends package, gtrendsR

Google Trends

Quick Start Guide

Download and install R from CRAN, as well as the RStudio IDE

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