data analysis
data cleaning
prepare your raw data for analysis
exploratory analysis
summarize data, understand data properties, exploratory graphs, analyse missing values and outliers
statistical analysis
regression analysis, cluster analysis
business analysis
requirment management
analyse, specify and document requirments
information analysis
analyse which information is relevant for business and which data is relevant to deliver the information
process analysis
analyse optimal process flow and data streams
data everthing
documentation
document all the steps of the data process form source till result in a transparent way including code and comments to make it reproducible #data lineage #data dictionary
visualization
present outcomes visually
migration
getting data from A to B
integration
collect all data in one source to serve as a basis for analysis
quality watchdog
you have done your analysis including documentation and want to check if the results can be reproduced?
you want some data quality assessment, indicators and monitoring routines?