Team Leader Email - vedantpangudwale@gmail.com
SpatialSage is our advanced tool that uses Google Maps to show where customers are most active. It helps businesses decide where to open stores and plan their marketing. By using real-time data from Google Maps, businesses get up-to-date insights to make informed decisions. SpatialSage is a user-friendly and intuitive tool that doesn't require advanced technical knowledge. Businesses of all sizes can easily integrate it into their decision-making processes. By leveraging real-time data from Google Maps, SpatialSage ensures that the information businesses rely on is always up-to-date and accurate. The tool provides actionable insights that help organizations optimize their operations and increase their chances of success. It offers a user-friendly platform for making informed decisions related to store openings, marketing strategies, and customer engagement. By visualizing customer activity and traffic patterns, Spatial Sage empowers businesses to thrive in an ever-changing marketplace. GOOGLE APIs: Maps JavaScript API: Embeds interactive Google Maps on the web tool, visualizing customer activity heatmaps and overlaying business data for user interaction and analysis. Places API: Retrieves surrounding places (e.g., cafes, competitors) near potential store locations, offering a comprehensive view of the local business landscape.
BUSINESS LOGIC: Data Collection: Fetching real-time Google Maps data and integrate with business metrics for timely insights. Data Integration: Validate and merge datasets, converting addresses to coordinates with the Geocoding API. Analysis & Modeling: Use algorithms to identify high-activity areas, assess competitors, and predict business potential. Visualization & Interaction: Overlay insights on an interactive map using the Maps JavaScript API. Recommendation Generation: Rank potential locations based on activity, competition, and accessibility, providing actionable marketing strategies. Feedback & Refinement: Iteratively improve the tool based on user feedback and market changes. Deployment & Monitoring: Launch on a web platform, monitor performance, and optimize API usage.
HTML, CSS, Javascript, Python, Google Maps Places & Javascript API
Clone the Repository:
Open your terminal or command prompt. Run the following command to clone the repository to your local machine: git clone https://github.com/shubhambhardwaj7558/Spatial_Sage.git
Navigate to the Project Directory: Change your current directory to the project's root folder: cd repository-name
Install Dependencies: Check if your project has any dependencies, and if so, make sure to install them. You can typically find dependency information in a package.json file.
Run the Prototype
This prototype's future scope revolves around scalability and adaptability to handle growing data volumes, offering multi-platform support, integrating third-party services, and embracing advanced technologies like AI. It envisions enhancing user experiences, expanding globally, and promoting data-driven decision-making. Simultaneously, this prototype holds the potential to transform industries through innovative location-based services, personalized interactions, and the sustainability to meet evolving business and consumer needs. It promises to revolutionize how businesses utilize geographical data, positioning itself as a pivotal player in location-based technology's ever-evolving landscape. We will use Geocoding API that converts business addresses to map coordinates for accurate visualization, and vice-versa, ensuring seamless integration of business data on maps, Distance Matrix API which will help in accessibility of potential store locations by providing travel times/distances from key points, aiding in location evaluation and Geolocation API allpwing us to pinpoints users' current location, allowing field agents or businesses to access real-time insights about specific regions they're in.