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AI Agents & Chatbotsfree

GPT-4o HDB Flat Price Prediction and Forecasting System

by Cheng Siong ChinUpdated Aug 2026
RequiresOpenAIGoogle SheetsGoogle Sheets
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ScMonthly Data Collection TriggerMonthly Data Co…SeWorkflow ConfigurationWorkflow Config…HRFetch Current Year HDB DataFetch Current Y…HRFetch Historical Data Year 1Fetch Historica…HRFetch Historical Data Year 2Fetch Historica…HRFetch Historical Data Year 3Fetch Historica…MeMerge All Historical DataMerge All Histo…CoData Cleaning and NormalizationData Cleaning a…CoStatistical Pattern MiningStatistical Pat…CoTime Series AnalysisTime Series Ana…AgAggregate Statistical FeaturesAggregate Stati…AgAI Forecasting AgentAI Forecasting …OpenAI GPT-4 ModelOpenAI GPT-4 Mo…TCStatistical Forecasting ToolStatistical For…TCCalculator ToolOPStructured Forecast Output ParserStructured Fore…SeFormat Forecast ResultsFormat Forecast…Save to Google SheetsSave to Google …123456789101112131415161718192021
1/5
STEPS · 21
Runs on a schedule

On a schedule, pulls HDB data via HTTP and forecasts flat prices with an OpenAI agent and calculator, writing results to Google Sheets.

Tags

croncomplexOpenAIGoogle SheetsMarket ResearchAI Summarizationdiscoveredpending-review
Connects
OpenAIsheetsGoogle Sheets
CategoryAI Agents & Chatbots
Triggercron
Complexitycomplex
Nodes18
AddedJun 27, 2026