Collocations with analysis

analysis noun

ADJECTIVES

careful, close, comprehensive, detailed, in-depth, systematic, thorough, rigorous
・The team conducted a detailed analysis of the market trends before making any decisions.

brief • objective, subjective • initial, preliminary • retrospective
・The preliminary analysis of the experiment showed promising results.

comparative, critical, functional, numerical, qualitative, quantitative, statistical, theoretical
・The statistical analysis of the experiment's results confirmed the hypothesis.

economic, financial, mathematical, sociological, historical, linguistic, stylistic, textual
・The linguistic analysis of the conversation identified different speech patterns and dialects.

forensic, chemical, genetic, scientific • strategic, structural
・They performed a structural analysis of the bridge to assess its stability.

VERBS

carry out, do, make, perform, attempt, conduct, prepare, undertake
・We need to undertake a benefit analysis before implementing the new project.

give, present, provide, produce • be based on
・The company presented a detailed risk analysis to the stakeholders.

confirm, demonstrate, indicate, reveal, show, suggest
・The market analysis revealed a growing demand for sustainable products.

NOUNS

content, cost-benefit, data, discourse, risk
・The data analysis suggests that advertising efforts have contributed to increased sales.

PREPOSITIONS

in an/the
・In his analysis, the economist predicted a decline in the stock market.

PHRASES 

in the final/last analysis
・In the final analysis, budget constraints limited the scope of the project.