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Lightcast Skills Taxonomy

Data Gathering Analysis

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Data Gathering Analysis refers to the assessment and evaluation of methods used to collect data, ensuring accuracy, relevance, and completeness. It involves reviewing how data is sourced and determining if the collection techniques are suit...

Skills CategoryAnalysis
Skills SubcategoryData Analysis
Skills TypeSpecialized Skill
Specialized Tags-

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Contingency Tables

Contingency tables are a statistical tool used to analyze the relationships between two or more categorical variables. This involves constructing a table that displays the frequency distribution of the variables and comparing the observed frequencies with the expected frequencies based on the assumption of independence. This analysis can provide insights into the strength and direction of the association between the variables and can be used for hypothesis testing and data visualization. It requires a specialized skillset in statistics and data analysis.

Data Synthesis refers to the process of integrating and combining data from various sources to generate meaningful insights and conclusions. This skill involves analyzing disparate datasets, identifying patterns, and drawing connections to create a cohesive understanding of complex information. Knowledge of Data Synthesis is used to inform decision-making, support research initiatives, and enhance data-driven strategies across diverse fields such as business, healthcare, and social sciences.

Primary Source Information refers to information obtained directly from original records, documents, witnesses, or other firsthand materials. It is used in work settings to support fact finding, verify claims, and establish reliable evidence for analysis, reporting, and decision making. This skill involves identifying, collecting, and evaluating original materials so that conclusions are based on direct evidence rather than secondary interpretations.

Qualitative Data Analysis refers to the process of examining non-numerical data to identify patterns, themes, and insights. This skill involves techniques such as coding, categorizing, and interpreting textual or visual information to understand underlying meanings and contexts. Knowledge of Qualitative Data Analysis is used to inform decision-making, enhance research findings, and support the development of theories in various fields, including social sciences, market research, and health studies.

Survey Platforms refer to the software applications that help in creating and conducting surveys, polls, and questionnaires online. These platforms provide various features such as customization, distribution, data analysis, and reporting, making it easy for businesses and organizations to gather information from a large audience quickly and efficiently. Specialized Skills related to Survey Platforms involve expertise in using these applications, designing effective surveys, analyzing and interpreting data, and presenting the findings in a meaningful way.

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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.

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