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Analytical Skills Comments

• I understood how to develop critical and analytical thinking.
• I evaluated the integrity and comparability of data and identified existing gaps.
• I clearly identified the issue to be resolved.
• I evaluated evidence impartially, especially when it challenged existing beliefs or ideas.
• I utilized data and logical reasoning to address and challenge personal biases in decision-making.
• I understood complex issues and problems.
• I used cognitive skills or strategies that increase the probability of a desirable outcome.
• I applied critical and analytical thinking to the situation.
• I used analytical thinking to make desireable outcomes more probable.
• I evaluated evidence objectively, regardless of whether it supported or contradicted current ideas.
• I employed data and logic to counter personal biases of others.
• I used a more analytical and careful approach to solving issues.
• I understood and capitalize on relationships between conflicting goals.
• I examined problems in depth and from multiple points of view.

• I was able to dissect a problem into its core elements.
• I divided complex problems or tasks into components/parts for further analysis.
• I decomposed complex information into smaller, manageable parts to understand the details better.
• I analyzed issues and reduced them to their component parts.
• I was easily able to separate a process/procedure into its component parts.
• I distilled issues down to their core items.
• I decomposed problems into smaller, manageable parts.
• I reduced issues to their fundamental elements.

• I was open and adaptable to exploring innovative perspectives and techniques when conventional methods prove ineffective.
• I was willing to seek out and consider alternative viewpoints.
• I was willing to revise my own views when presented with new, credible information.
• I was flexible in adopting new perspectives and approaches when traditional methods fell short.
• I was willing to listen to different perspectives.
• I was open minded and receptive to considering opposing evidence.
• I was open to investigating novel approaches and methods.
• I was ready and capable of exploring alternative viewpoints and strategies.

• I identified problems and issues needing resolution.
• I identified the root cause of a problem.
• I prioritized various actions to be taken when solving a problem.
• I selected the solution that offered the best outcome based on the analysis.
• I used appropriate techniques to solve problems.
• I used a methodical approach to the understanding and resolving of problems.
• I determined important parameters or issues to take into account when solving problems.

• I considered the context in which information was produced.
• I gathered information from a variety of sources.
• I recognized areas of missing data and suggests other ways to obtain the needed information.
• I used standard data collection practices.
• I understood the importance of maintaining current, accurate information.
• I implemented a variety of data gathering techniques.
• I maintained precision when collecting and measuring data.
• I collected relevant data and facts about a situation.
• I prioritized precision in the data collection process.
• I took the necessary steps to maintain precision when collecting and measuring data.
• I ensured that information was current and up-to-date.
• I was precise in the measurement of variables, leading to more accurate data collection.
• I used data from a variety of sources.
• I used a variety of data collection methods.

• I checked the credibility of information sources.
• I validated the accuracy of data collected.
• I checked facts by cross-referencing the evidence with other reliable sources.
• I ensured that the foundation of an analysis was based on reliable and relevant data.
• I determined the relevance and accuracy of information.
• I evaluated if information was detailed and relevant.
• I evaluated evidence for accuracy and relevance.
• I assessed the validity and correctness of the data before using it to draw conclusions.
• I evaluated assumptions before taking actions.
• I checked that the information was both precise and up-to-date.
• I implemented data validation techniques and methods.
• I verified that information was accurate and updated.
• I determined if sources of information were reputable, reliable, and credible.
• I critically examined the information presented to determine its truthfulness and applicability to the topic at hand.
• I evaluated the validity and reliability of data and research findings.
• I determined if facts were consistent across multiple sources.

• I was able to interpret and analyze data.
• I used statistics to find hidden patterns, connections, and trends in data.
• I determined the relevance and accuracy of information.
• I synthesized data from multiple sources to draw logical conclusions.
• I used logic and reasoning to identify which pieces of information were useful and which are not.
• I analyzed data and information from several sources and arrives at logical conclusions.
• I analyzed and consolidated data from several sources to develop logical insights.
• I selected the appropriate techniques for analysis.
• Interpreted and analyzed data.
• I analyzed data using statistical methods.
• I analyzed data to meet constituent needs.
• I evaluated whether the information was specific enough to be meaningful.
• I analyzed data to meet the needs of my clients.
• I used alternate tools for analysis to check the reliability of previous analyses.

• I created detailed budgets that guide financial planning and decision-making.
• I used financial metrics of similar companies to estimate the value our company.
• I am comfortable working with numbers and data.
• I measured and assessed the potential loss in value of a portfolio under normal market conditions.
• I calculated and interpreted financial ratios (such as liquidity ratios, profitability ratios, and leverage ratios) to assess the financial health of the company.
• I measured costs associated with various programs and policies.
• I interpreted financial data, reports, balance sheets, and cash flow analysis.
• I developed quantitative measures of performance.
• I used algorithms and quantitative models to determine the costs/benefits of different programs based on mathematical and statistical analysis.

• I organized information for decision making.
• I made decisions based on solid, credible evidence rather than personal biases or preconceived notions.
• I considered both risks and costs alongside the potential benefits and success rates when making decisions.
• I maximized the efficient use of scarce resources such as time and money.
• I optimized limited resources, such as time and money, by finding the most efficient solutions to problems.
• I used current data for decision making.
• I weighed the risks and costs of certain decisions.
• I made reasonable decisions about the importance of different sources of information.
• Balanced risks and costs with the reward and probabilities of success when making decisions.

• I determined averages and trends in the data.
• I found trends in data to helped make important decisions.
• I modeled future customer behavior from previous trends.
• I connected experiences, analyze the facts and spots issues across a wide array of legal and business issues to see patterns and draw conclusions not readily apparent to others.
• I built mathematical models to represent real-world problems to help in understanding complex systems and predicting outcomes.
• I analyzed market trends, forecast sales, and optimize supply chain operations.
• I analyzed various legal and business situations to find patterns and draw conclusions that others might miss.
• I looked for trends in the data.
• I recognized patterns, draws logical conclusions, and makes recommendations for action.
• I projected future data points based on historical data.
• I analyzed financial statements over multiple periods to identify patterns and trends in revenue, expenses, and profits.
• I looked for patterns, trends, and relationships within the data.
• I built complex financial models to project future revenues, expenses, and cash flows based on historical data and assumptions.
• I identified trends and patterns in data which led to valuable insights and strategic decisions.

• I reviewed contractual documents for clauses and specifications to ensure binding agreements are free from disputes.
• I reviewed tasks, deadlines, and resources needed to ensure smooth completion of the project.
• I meticulously recorded and maintained logs of observations/measurements.
• I identified deviations from stated goals and objectives.
• I examined for tiny defects in products which could lead to product failures and/or returns.
• I audited financial records to detect fraud or errors.
• I identified discrepancies and inconsistencies in reports.
• I ensured financial transactions were recorded accurately and completely.
• I ensured staff recorded financial transactions accurately and completely.
• I identified patterns in conflicting information, events, or data.
• I examined material specifications to ensure the structural integrity of the building/craft/machine.
• I maintained high attention to detail to ensure tests/experiments are replicable and results are reliable.
• I performed checks on data accuracy and quality.
• I examined patient orders to determine the proper dosage of medicines.

• I identified opportunities for progress and innovation.
• I recognized that all parts of a business are connected where a change in one area can impact others in unexpected ways.
• I integrated customer feedback loops, market trends, social media influence, and brand perception to create a cohesive strategy.
• I established connections between different pieces of information to see the bigger picture.
• I understood the relationships between component parts.
• I helped employees see that changes in one part of the business can affect other parts.
• I understood how supplier relationships affected inventory levels, production schedules, and customer satisfaction.
• I identified the part of the business value chain that is affected by a particular decision or action, diagnoses the situation, and prioritize what needs to be done and who needs to be involved.
• I looked beyond immediate cause-and-effect to understand deeper, systemic causes.
• I used analytical techniques to assure that adequate resources are available to meet the needs of the department.
• I examined how the new software would affect workflows, employee morale, customer interactions, and long-term scalability.

• I presented data clearly and concisely to support strong, evidence-based arguments.
• I prepared appropriate visualizations of data in charts, graphs, and reports.
• I actively sought constructive feedback from others.
• I made graphs and charts to explain data clearly.
• I presented data in a format that made comparisons easier.
• I was able to recall relevant information when needed.
• I formatted data to facilitate easy comparisons.
• I organized data in a way that simplified its interpretation and comparisons.
• I presented quantitative data in a clear and concise manner aiding in making persuasive and evidence-based arguments.
• I created presentations that were straight forward to understand.
• I designed presentations that were easy to digest.
• I created graphs, charts, and other visual representations of data making it easier to interpret and communicate findings.

• I increased understanding through the cautious application of logic and research.
• I looked at problems from different perspectives and viewpoints.
• I identified potential problem areas.
• I created new ways of interpreting the data.
• I sought to understand where potential problems may occur.
• I figured out where issues might arise.
• I helped employees to understand the issues better by using logic and research carefully.
• I created new visualizations of the data.
• I asked the "right" questions to size up or evaluate situations.
• I sought new knowledge and skills to enhance analytical thinking.

• I tested hypotheses, analyze experimental data, and draw conclusions.
• I understand the basic principles of research.
• I proved hypotheses and theories using data and experiments.
• I tested hypotheses and validated theories through empirical evidence.
• I used methods to confirm theories with real-world evidence.
• I applied scientific and empirical methods to test hypotheses.
• I am well-versed in fundamental research concepts.
• I have a solid grasp of basic research methodologies.