---
_id: '48109'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>In this paper, we will describe an
    introduction to Data Science for secondary school students. We will report on
    the design and implementation of an introductory unit on “Data and data detectives
    with CODAP” in which secondary school students used the online tool CODAP to explore
    real and meaningful survey data on leisure time activities and media use (so‐called
    JIM‐PB data) in a statistical project setting as a starting point for data science.
    The JIM‐PB data set served as a valuable data set that offered meaningful and
    exciting opportunities for data exploration for secondary school students, and
    CODAP proved to be a valuable tool for the first explorations of this data.</jats:p>
author:
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Rolf
  full_name: Biehler, Rolf
  last_name: Biehler
- first_name: Susanne
  full_name: Podworny, Susanne
  last_name: Podworny
- first_name: Lea
  full_name: Budde, Lea
  last_name: Budde
citation:
  ama: 'Frischemeier D, Biehler R, Podworny S, Budde L. A first introduction to data
    science education in secondary schools: Teaching and learning about data exploration
    with &#60;scp&#62;CODAP&#60;/scp&#62; using survey data. <i>Teaching Statistics</i>.
    2021;43(S1). doi:<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>'
  apa: 'Frischemeier, D., Biehler, R., Podworny, S., &#38; Budde, L. (2021). A first
    introduction to data science education in secondary schools: Teaching and learning
    about data exploration with &#60;scp&#62;CODAP&#60;/scp&#62; using survey data.
    <i>Teaching Statistics</i>, <i>43</i>(S1). <a href="https://doi.org/10.1111/test.12283">https://doi.org/10.1111/test.12283</a>'
  bibtex: '@article{Frischemeier_Biehler_Podworny_Budde_2021, title={A first introduction
    to data science education in secondary schools: Teaching and learning about data
    exploration with &#60;scp&#62;CODAP&#60;/scp&#62; using survey data}, volume={43},
    DOI={<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>}, number={S1},
    journal={Teaching Statistics}, publisher={Wiley}, author={Frischemeier, Daniel
    and Biehler, Rolf and Podworny, Susanne and Budde, Lea}, year={2021} }'
  chicago: 'Frischemeier, Daniel, Rolf Biehler, Susanne Podworny, and Lea Budde. “A
    First Introduction to Data Science Education in Secondary Schools: Teaching and
    Learning about Data Exploration with &#60;scp&#62;CODAP&#60;/Scp&#62; Using Survey
    Data.” <i>Teaching Statistics</i> 43, no. S1 (2021). <a href="https://doi.org/10.1111/test.12283">https://doi.org/10.1111/test.12283</a>.'
  ieee: 'D. Frischemeier, R. Biehler, S. Podworny, and L. Budde, “A first introduction
    to data science education in secondary schools: Teaching and learning about data
    exploration with &#60;scp&#62;CODAP&#60;/scp&#62; using survey data,” <i>Teaching
    Statistics</i>, vol. 43, no. S1, 2021, doi: <a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>.'
  mla: 'Frischemeier, Daniel, et al. “A First Introduction to Data Science Education
    in Secondary Schools: Teaching and Learning about Data Exploration with &#60;scp&#62;CODAP&#60;/Scp&#62;
    Using Survey Data.” <i>Teaching Statistics</i>, vol. 43, no. S1, Wiley, 2021,
    doi:<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>.'
  short: D. Frischemeier, R. Biehler, S. Podworny, L. Budde, Teaching Statistics 43
    (2021).
date_created: 2023-10-17T06:06:02Z
date_updated: 2023-10-17T06:13:03Z
doi: 10.1111/test.12283
intvolume: '        43'
issue: S1
keyword:
- Education
- Statistics and Probability
language:
- iso: eng
publication: Teaching Statistics
publication_identifier:
  issn:
  - 0141-982X
  - 1467-9639
publication_status: published
publisher: Wiley
status: public
title: 'A first introduction to data science education in secondary schools: Teaching
  and learning about data exploration with <scp>CODAP</scp> using survey data'
type: journal_article
user_id: '30619'
volume: 43
year: '2021'
...
---
_id: '35751'
author:
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
- first_name: Susanne
  full_name: Podworny, Susanne
  id: '30619'
  last_name: Podworny
  orcid: 0000-0002-6313-5987
- first_name: Lea
  full_name: Budde, Lea
  id: '32443'
  last_name: Budde
citation:
  ama: 'Frischemeier D, Biehler R, Podworny S, Budde L. A first introduction to data
    science education in secondary schools: Teaching and learning about data exploration
    with&#60;scp&#62;CODAP&#60;/scp&#62;using survey data. <i>Teaching Statistics</i>.
    2021;43(S1):S182-S189. doi:<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>'
  apa: 'Frischemeier, D., Biehler, R., Podworny, S., &#38; Budde, L. (2021). A first
    introduction to data science education in secondary schools: Teaching and learning
    about data exploration with&#60;scp&#62;CODAP&#60;/scp&#62;using survey data.
    <i>Teaching Statistics</i>, <i>43</i>(S1), S182–S189. <a href="https://doi.org/10.1111/test.12283">https://doi.org/10.1111/test.12283</a>'
  bibtex: '@article{Frischemeier_Biehler_Podworny_Budde_2021, title={A first introduction
    to data science education in secondary schools: Teaching and learning about data
    exploration with&#60;scp&#62;CODAP&#60;/scp&#62;using survey data}, volume={43},
    DOI={<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>}, number={S1},
    journal={Teaching Statistics}, publisher={Wiley}, author={Frischemeier, Daniel
    and Biehler, Rolf and Podworny, Susanne and Budde, Lea}, year={2021}, pages={S182–S189}
    }'
  chicago: 'Frischemeier, Daniel, Rolf Biehler, Susanne Podworny, and Lea Budde. “A
    First Introduction to Data Science Education in Secondary Schools: Teaching and
    Learning about Data Exploration With&#60;scp&#62;CODAP&#60;/Scp&#62;using Survey
    Data.” <i>Teaching Statistics</i> 43, no. S1 (2021): S182–89. <a href="https://doi.org/10.1111/test.12283">https://doi.org/10.1111/test.12283</a>.'
  ieee: 'D. Frischemeier, R. Biehler, S. Podworny, and L. Budde, “A first introduction
    to data science education in secondary schools: Teaching and learning about data
    exploration with&#60;scp&#62;CODAP&#60;/scp&#62;using survey data,” <i>Teaching
    Statistics</i>, vol. 43, no. S1, pp. S182–S189, 2021, doi: <a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>.'
  mla: 'Frischemeier, Daniel, et al. “A First Introduction to Data Science Education
    in Secondary Schools: Teaching and Learning about Data Exploration With&#60;scp&#62;CODAP&#60;/Scp&#62;using
    Survey Data.” <i>Teaching Statistics</i>, vol. 43, no. S1, Wiley, 2021, pp. S182–89,
    doi:<a href="https://doi.org/10.1111/test.12283">10.1111/test.12283</a>.'
  short: D. Frischemeier, R. Biehler, S. Podworny, L. Budde, Teaching Statistics 43
    (2021) S182–S189.
date_created: 2023-01-10T10:16:44Z
date_updated: 2024-04-18T10:12:44Z
department:
- _id: '363'
doi: 10.1111/test.12283
intvolume: '        43'
issue: S1
keyword:
- Education
- Statistics and Probability
language:
- iso: eng
page: S182-S189
publication: Teaching Statistics
publication_identifier:
  issn:
  - 0141-982X
  - 1467-9639
publication_status: published
publisher: Wiley
status: public
title: 'A first introduction to data science education in secondary schools: Teaching
  and learning about data exploration with<scp>CODAP</scp>using survey data'
type: journal_article
user_id: '37888'
volume: 43
year: '2021'
...
---
_id: '35737'
author:
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
- first_name: Franz Yannik
  full_name: Fleischer, Franz Yannik
  id: '42660'
  last_name: Fleischer
  orcid: https://orcid.org/0000-0003-0318-0329
citation:
  ama: Biehler R, Fleischer FY. Introducing students to machine learning with decision
    trees using CODAP and Jupyter Notebooks. <i>Teaching Statistics</i>. 2021;43:S133-S142.
    doi:<a href="https://doi.org/10.1111/test.12279">10.1111/test.12279</a>
  apa: Biehler, R., &#38; Fleischer, F. Y. (2021). Introducing students to machine
    learning with decision trees using CODAP and Jupyter Notebooks. <i>Teaching Statistics</i>,
    <i>43</i>, S133–S142. <a href="https://doi.org/10.1111/test.12279">https://doi.org/10.1111/test.12279</a>
  bibtex: '@article{Biehler_Fleischer_2021, title={Introducing students to machine
    learning with decision trees using CODAP and Jupyter Notebooks}, volume={43},
    DOI={<a href="https://doi.org/10.1111/test.12279">10.1111/test.12279</a>}, journal={Teaching
    Statistics}, publisher={Wiley}, author={Biehler, Rolf and Fleischer, Franz Yannik},
    year={2021}, pages={S133–S142} }'
  chicago: 'Biehler, Rolf, and Franz Yannik Fleischer. “Introducing Students to Machine
    Learning with Decision Trees Using CODAP and Jupyter Notebooks.” <i>Teaching Statistics</i>
    43 (2021): S133–42. <a href="https://doi.org/10.1111/test.12279">https://doi.org/10.1111/test.12279</a>.'
  ieee: 'R. Biehler and F. Y. Fleischer, “Introducing students to machine learning
    with decision trees using CODAP and Jupyter Notebooks,” <i>Teaching Statistics</i>,
    vol. 43, pp. S133–S142, 2021, doi: <a href="https://doi.org/10.1111/test.12279">10.1111/test.12279</a>.'
  mla: Biehler, Rolf, and Franz Yannik Fleischer. “Introducing Students to Machine
    Learning with Decision Trees Using CODAP and Jupyter Notebooks.” <i>Teaching Statistics</i>,
    vol. 43, Wiley, 2021, pp. S133–42, doi:<a href="https://doi.org/10.1111/test.12279">10.1111/test.12279</a>.
  short: R. Biehler, F.Y. Fleischer, Teaching Statistics 43 (2021) S133–S142.
date_created: 2023-01-10T10:08:32Z
date_updated: 2024-08-21T10:05:05Z
department:
- _id: '363'
doi: 10.1111/test.12279
intvolume: '        43'
keyword:
- Education
- Statistics and Probability
language:
- iso: eng
page: S133-S142
publication: Teaching Statistics
publication_identifier:
  issn:
  - 0141-982X
  - 1467-9639
publication_status: published
publisher: Wiley
status: public
title: Introducing students to machine learning with decision trees using CODAP and
  Jupyter Notebooks
type: journal_article
user_id: '37888'
volume: 43
year: '2021'
...