Published Jan 10, 2023

4 out of 5 Data Scientists Agree

Delve into the evolution of survey methods with Kyle Polich and co-host Linhda as they unpack the intricate design, inherent biases, and factors influencing engagement in surveys, highlighting their pivotal role in data science.

Episode Highlights

Topics covered

Episode Highlights

Related Episodes

Introduction
Answers 383 questions
A Survey of Data Science Methodologies
Answers 383 questions
Annotator Bias
Answers 383 questions
Survey Design Working Session
Answers 383 questions
Machine Learning Done Wrong
Answers 383 questions
Data Science at eHarmony
Answers 383 questions
[MINI] Selection Bias
Answers 383 questions
Election Predictions
Answers 383 questions
Bayesian A/B Testing
Answers 383 questions
Listener Survey Review
Answers 383 questions
Data Ethics
Answers 383 questions
Do Results Generalize for Privacy and Security Surveys
Answers 383 questions
Data Science Hiring Processes
Answers 383 questions
Oceanography and Data Science
Answers 383 questions
Skeptical Survey Interpretation
Answers 383 questions

Dexa/Kyle Polich

4 out of 5 Data Scientists Agree

Topics covered

Popular Clips

Survey Design Insights

Census Critique

Audience Engagement

Survey Participation Insights

Survey Insights

Survey Bias Season

Survey Insights

Survey Insights

Audience Feedback Strategies

Survey Techniques

Survey Dilemmas

Survey Measurement Challenges

Episode Highlights

Historical Context

Survey Design

Survey Bias

Survey Participation

Related Episodes

Introduction

A Survey of Data Science Methodologies

Annotator Bias

Survey Design Working Session

Machine Learning Done Wrong

Data Science at eHarmony

[MINI] Selection Bias

Election Predictions

Bayesian A/B Testing

Listener Survey Review

Data Ethics

Do Results Generalize for Privacy and Security Surveys

Data Science Hiring Processes

Oceanography and Data Science

Skeptical Survey Interpretation

4 out of 5 Data Scientists Agree

Topics covered

Popular Clips

Episode Highlights

Historical ContextKyle Polich explores the foundational contributions of Sir Francis Galton to survey methods and the evolution of surveys as vital tools in data science. He discusses the challenges and nuances of using surveys for data collection and decision-making.

Historical Context

Survey DesignThe discussion shifts to the intricacies of survey design, focusing on question formulation and the challenges of creating effective surveys. Kyle Polich and Linhda explore how clarity, relevance, and structure impact data reliability and survey completion rates.

Survey Design

Survey BiasKyle Polich and Linhda explore the intricacies of survey biases, focusing on selection and response biases. They discuss how these biases affect survey accuracy and the importance of careful question crafting.

Survey Bias

Survey ParticipationKyle Polich and Linhda explore the motivations and barriers to participating in surveys. They discuss the importance of incentives and well-designed questions to enhance survey engagement.

Survey Participation

Related Episodes