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1. Participate in the design of data collection tools (questionnaires, check lists,...etc)
2. Develop the data analysis plan and select the appropriate statistical analysis tests and procedures according to the type of the data according to the desired report or list of indicators
3. Design the data entry sheet in the electronic data analysis programme, or the master sheet if the data is to be analyzed manually
4. Supervise the data entry process
5. Run a quality check of the data to assess accuracy and completeness of the entered data and clean accordingly
6. Analyze the data and produce it in the form of tables, charts or figures
7. Participate in the interpretation of the results
8. Write the data analysis report
It is highly dependant on the position. In general the following are the processes involved in data science and analytics:
These processes and responsibilities could be those of one man or a whole team. It all depends on the company and project you're working on.
Its all about reports (collecting and cleansing the data then convert those data into numbers using your statistical and analytical tools
Post data compilation, it's authenticity needs to be verifiable. Must not have duplication,
Must be clear and specific