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SOCIAL STATISTICS#1

The study of data related to social phenomena, using statistical methods to analyze and interpret social trends.

DATA ANALYSIS#2

The process of inspecting, cleaning, and modeling data to discover useful information and support decision-making.

POLICY ANALYSIS#3

A systematic evaluation of the effects and implications of policies, utilizing data insights to inform decisions.

SOCIAL RESEARCH#5

The scientific study of society and social behavior, often employing quantitative and qualitative methods.

ETHICS IN DATA ANALYSIS#6

Principles guiding the responsible use of data, ensuring accuracy, privacy, and integrity in research.

HYPOTHESIS TESTING#7

A statistical method used to determine the validity of a hypothesis based on sample data.

DATA VISUALIZATION#8

The graphical representation of data, enabling easier interpretation and understanding of complex information.

OUTLIERS#9

Data points that differ significantly from other observations, potentially indicating variability or errors.

DATA CLEANING#10

The process of correcting or removing inaccurate records from a dataset to enhance its quality.

INFERENTIAL STATISTICS#11

Methods used to make generalizations about a population based on sample data.

DESCRIPTIVE STATISTICS#12

Summary statistics that quantitatively describe the main features of a dataset.

DATA SOURCING#13

The practice of identifying and obtaining relevant datasets for analysis.

MISSING VALUES#14

Data points that are not recorded in a dataset, which can affect analysis outcomes.

DATA DICTIONARY#15

A document that describes the structure, contents, and meaning of a dataset's variables.

ACTIONABLE INSIGHTS#17

Conclusions drawn from data analysis that can inform practical decisions and actions.

PEER REVIEW#18

A process where scholars evaluate each other's work to ensure quality and credibility in research.

COMMUNICATION STRATEGY#19

A plan for effectively conveying research findings to diverse audiences.

EXECUTIVE SUMMARY#20

A concise summary of a report or proposal, highlighting key points and recommendations.

VISUAL AIDS#21

Tools such as charts and graphs that assist in presenting data findings clearly.

REFLECTIVE WRITING#22

A form of writing that encourages personal reflection on learning experiences and growth.

PORTFOLIO DEVELOPMENT#23

The process of compiling a collection of work that showcases skills and achievements.

STATISTICAL SOFTWARE#24

Programs designed to perform statistical analysis and data processing.

BIASES IN DATA#25

Systematic errors in data collection or analysis that can skew results.

ACTIONABLE RECOMMENDATIONS#26

Specific, practical suggestions derived from data analysis to influence policy.