Market Trend Forecaster

PythonStreamlitPower BIData AnalysisGoogle Trends

Predicts future product demand using Google Trends data. Helps businesses identify KPIs and make data-driven decisions via real-time dashboards.

View Source Code

Project Overview

A data analytics tool that leverages Google Trends data to predict future product popularity and identify key market trends. This tool helps businesses make data-driven decisions by forecasting demand.

Key Features

•Real-Time Forecasting: Uses time-series analysis to predict search interest for specific product keywords.

•KPI Identification: Automatically identifies key performance indicators from trend data.

•Interactive Dashboard: Visualizes trends and predictions using Streamlit and Power BI.

Tech Stack Details

•Data Collection: Pytrends API for fetching Google Trends data.

•Analysis: Pandas and NumPy for data manipulation; Scikit-learn for predictive modeling.

•Visualization: Power BI for comprehensive reports and Streamlit for the web interface.