The cleaning stage, also known as the Wrangling stage, applies customizable rulesets to raw inventory data to clean and normalize the data. This process improves the data's uniformity and reliability, making it suitable for informed decision-making about the health and management of urban trees.
The modelling stage imports the cleaned dataset into a relational database, such as MySQL or SQLite, to improve data manipulation performance and to enforce data integrity. By creating a relational database, complex queries and analyses can be performed, allowing for the identification of correlations and patterns that may not be immediately apparent.
The analysis stage uses principal component analysis and unsupervised learning algorithms to detect patterns and correlations in urban tree inventory data. This process enables the identification of anomalies and fabricated values, which helps maintain data accuracy and integrity.
SilvaSight is a software suite that automates the cleaning and analysis of urban tree inventory data, providing efficient tools for managing large datasets, ensuring data accuracy and integrity, and enabling informed decision-making about the management and maintenance of urban trees.
The Wrangling stage of SilvaSight automates data cleaning, saving time and effort, and allows your technicians to worry more about collecting data than managing it.
Apply fully customizable and scriptable rulesets to normalize raw urban tree inventory data and enforce domains and types according to your context-specific needs.
Once rule-based heuristics have been run, leverage the future to ensure data validity.
Compatible and easily configurable to work with your existing database backends, allowing you to rapidly clean, store, and analyse hundreds of millions of trees.
Leverage state-of-the-art unsupervised learning algorithms to detect hidden data anomalies.
Fully automated, adapting to your existing data. No need to provide examples of "good" data, we figure that out for you.
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per seat per month$1650
per organization per monthDownload today for a free 7-day unlimited trial. Try all features with zero risk. Available on Windows, Ubuntu, and OSX; We are confident that SilvaSight will be right for you.
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