Data Manager
Data Manager / Data Tool
Connect to a range of data sources, in any format including spreadsheet to relational databases such as, Microsoft SQLServer, Azure SQL Database, PostgreSQL, MySQL, Oracle, Salesforce, SAS and NoSQL sources including MongoDB. Undertake relational-style database querying for easy data manipulation and pre-processing.
DETAILED FEATURES
01 - Data Integration
AutoStat® facilitates fast and secure data connection. Connect directly to your data warehouse and augment your analysis with public databases including the World Bank, OECD, UN, Finance, Census, Federal/State/Local Government APIs across a range of countries. Connect with Salesforce, Refinitiv and other applications with your existing authentication.
02 - Data Cleaning and Preparation
Clean, remove and edit anomalous values with ease. Create test and training datasets, and engineer entirely new variables using AutoStat® Statistical calculator.
03 - Statistical Tests
Perform informative statistical tests on your data such as, normality, skewness and kurtosis. Generate hypothesis tests within seconds that isolate and quantify causal relationships between the variables in your data.
04 - Filtering & Aggregation
Filter, join, aggregate and reshape your data as required to facilitate the next stage of your analysis. Perform queries using the AutoStat ETL tools and save as new datasets on your server or the AutoStat® cloud.
AutoStat® Features
Experience AutoStat®
From data processing and visualisation, to machine learning and beyond, get up to speed with the most advanced data science techniques with real-world projects using AutoStat®.
