Data Survey

Data surveys are essential tools for collecting and analyzing information from a specific population. They help researchers understand trends, behaviors, and preferences by gathering quantitative and qualitative data. Surveys can cover various topics, including demographics, opinions, and experiences, and are often conducted through questionnaires or interviews. The insights gained from data surveys can inform decision-making, guide policy development, and enhance product offerings. By employing statistical methods, researchers can interpret the results to draw meaningful conclusions, making data surveys a vital component in fields such as market research, social sciences, and public health.

The Perils of Survey Data

Towards Data Science

Although they are rarely ideal, surveys are, in certain situations, the only way to get data. Directly asking a person questions means that the data is subject to bias and may not reflect the truth…

Using machine learning to analyse qualitative survey data

Towards Data Science

Surveys are one of the most used methods in market research and data collection. While the key output tends to be quantitative data, open-ended questions are frequently asked to elicit a broad range…

Analysing survey data with Python and Jupyter Notebooks

Towards Data Science

Surveys are the amoeba of the data world. Not because they eat your brain (not literally, anyway) but because they are ever changing in their shape and structure. Even the surveys that are meant to…

Cleaning, Analyzing, and Visualizing Survey Data in Python

Towards Data Science

If you work in data at a D2C startup, there’s a good chance you will be asked to look at survey data at least once. And since SurveyMonkey is one of the most popular survey platforms out there…

Why You Should Store Your Survey Data in a Graph Database

Towards Data Science

After having spent many months and possibly millions of dollars collecting data through a survey or census, researchers are grappling with the problem of understanding and cleaning the data…

5 Stories Data Tell us About Data Scientists

Towards Data Science

It may sound like the revenge of structured data, but it’s actually just a survey conducted by Kaggle Platform. The data of the 2019 Kaggle Machine Learning and Data Science Survey was made available…...

Survey data I/O with likert

R-bloggers

Summary Given Likert-style survey data in one of three common forms, I shape the data to suit the input requirements of the likert R package and use the output to create 100% stacked-bar charts. In ea...

Survey data chart designs

R-bloggers

Summary I reconstruct three alternative chart designs for Likert-style survey data from a 2018 post by Lisa Charlotte Muth and Gregor Aisch and share the source data and my R code. Comparing the chart...

data.table User Survey

R-bloggers

The data.table 2023 user community survey is here, open until December 1st. Continue reading: data.table User Survey

Star Wars Survey— Cleaning, Exploring Data set for Beginners

Analytics Vidhya

A team at 538 surveyed ‘Star Wars’ fans on Survey Monkey and collected 800+ responses. Dataset can be found here. https://github.com/fivethirtyeight/data/tree/master/star-wars-survey The dataset has…

Exploratory Data Analysis on Kaggle’s 2021 Data Science Survey

Python in Plain English

In 2021 Kaggle hosted its fifth annual Machine Learning and Data Science survey. When the results of the survey were presented in the form of a CSV file, data scientists were invited to enter a…

Parents of Data Science Survey — R code — Data Moves Me

Towards Data Science

A couple weeks ago, Kate Strachnyi and I posted a survey across social media to try and collect data on demographics and experiences of parents in data science. You can see the original survey…