Orange

What do you like best?

Best easier UI based tool to analyze big data, easier in installation and smooth running. Click to drag data files, outputs and object to get desired outputs, prediction models and forecasting with orange is so precise and step based with a few configuration, Machine learning and data handling is available to proceed with coding and UI steps, Data file, Excel,.csv and sql are supported to get in data. Visuals for data presentation like graphs, scatter, tree are there to take insights of large data.

What do you dislike?

No definition of errors, even some time data executes with wrong data, no output values. Analyze with live data is not supported. Poor navigation and controls on visuals.

What problems are you solving with the product? What benefits have you realized?

Used in forecasting of demand while knowing the patterns and trends of 5 years data, then working more insights on it, hypothesis models testing of data predicted by orange, it's a great tool. It also helped to get optimum values while meeting all requirements of data of with excel solver by hypothesis testing.