BIG Data ORGANIZATION and Analysis
Neptune's team of data scientists, statisticians, and domain experts routinely organizes, manages, analyzes, and visualizes large data sets. We strive to clearly answer client questions and to identify optimal solutions to difficult environmental problems. Data science activities are aimed at two objectives: understanding our client’s data and listening to what the data are telling us:
Understanding the data
o Data acquisition rationale and methods
o Data quality
o Statistical assumptions
o Data preparation
o Graphical data presentation and visualization
listening to the data
o Exploratory data analysis
o Application of hypothesis tests and power analysis
o Monte Carlo simulations
o Geostatistical analyses