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Descriptive Statistics Explorer for Survey Data

Write an R script that loads survey response data from CSV and generates summary statistics, frequency tables, and basic plots for each question. Learners practice data import, base R and dplyr summaries, and simple ggplot2 visualizations.

Estimate
~6.5h
Steps
4
Completed by
0
Proposed by
codeseed.app

dplyr · ggplot2 · readr

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Project roadmap

  1. 01

    Import and inspect the data

    ~1h

    Load a survey CSV with readr, check column types, and identify missing values.

  2. 02

    Compute summary statistics

    ~1.5h

    Use dplyr to compute mean, median, and standard deviation for numeric questions and frequency counts for categorical ones.

  3. 03

    Visualize distributions

    ~2h

    Create histograms for numeric responses and bar charts for categorical responses with ggplot2.

  4. 04

    Generate a summary report

    ~2h

    Combine tables and plots into an R Markdown report that can be knit to HTML.

Resources

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~6.5h · 4 steps

Tech stack

dplyrggplot2readr