Alterna · учебный материал
Outcome of data analysis
Mini-research with question, method, verification and limitation of result.
Что в этом материале
- Outcome: Study without false certainty
- Next.
- Audit of the analytical project
- Reproduction
- Honest assessment
- Interpretation
- Ethics
Содержание и основные понятия
01
Outcome: Study without false certainty
Create a description of the "school circle application" without personal data: week, direction, number of places, number, age group. Formulate the question, propose a method and draw a conclusion with a limitation. If you use the prognosis, note separately that a new set of circles can change the trend.
02
Next.
For computing analysis, reading large files, cycles and checks, go to
Python: Data analysis
EGE No. 27 is decided by programming, not just by an electronic table.
03
Audit of the analytical project
Reproduction
The other student receives the same data, cleaning rules and parameters and can repeat the result.
Honest assessment
Verification data did not participate in model settings; the metric is selected before the results are viewed.
Interpretation
The conclusion does not confirm the causality of a single correlation and does not transfer the result beyond the sample boundary.
Ethics
Excess identifiers have been removed, the risks of error have been described and a person ' s verification has been provided.