Which of the following responsibilities is NOT typically associated with a data analyst?

A data analyst primarily focuses on interpreting data and providing insights to inform decision-making processes. Among their responsibilities, data cleaning, data visualization, and data collection are essential tasks.

Data cleaning involves preparing and organizing data for analysis by correcting or removing inaccurate records. This is crucial to ensure the integrity of the data utilized for drawing conclusions. Data visualization is the presentation of data in graphical formats, facilitating better understanding and communication of trends or patterns. Lastly, data collection includes acquiring necessary datasets from various sources to support analyses.

In contrast, developing software applications falls outside the typical scope of a data analyst's responsibilities. This task is generally associated with software engineers or developers, who focus on coding and building software products. While a data analyst may utilize various software tools to conduct their work, creating applications is not a core aspect of the role. Thus, identifying developing software applications as the responsibility not typically associated with a data analyst is accurate.