Data collection and preprocessing

original swath files generated from a sonar system

initial time-series file of temperature values

a real-time GPS-encoded navigation file

all of the mentioned

Data tidying

Data mining

Data booting

All of the mentioned

Data Imputation

Data Scaling

Data Reduction

Data Normalization

Observational Studies

Experiments

Surveys

Interviews

read.web

read.Lines

read.Line

all of the mentioned

%

@

.

All of the mentioned

TRUE

nan

nan

nan

Data Integration

Data Transformation

Data Wrangling

Data Cleaning

TRUE

nan

nan

nan

Nearly 80% of data analysis is spent on wrangling data

Nearly 20% of data analysis is spent on data dredging

Nearly 80% of data analysis is spent on the cleaning and preparing data

None of the mentioned