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Updated materials after dhoxss 2023
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mromanello authored Sep 19, 2023
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Expand Up @@ -10,8 +10,8 @@ Teaching materials for the Applied Data Analysis (ADA) activity strand at the [D
## Syllabus 2023

Convenors:
- Matteo Romanello (University of Lausanne)
- Nilo Pedrazzini (The Alan Turing Institute/University of Oxford)
- [Matteo Romanello](https://orcid.org/0000-0002-7406-6286) (University of Lausanne)
- [Nilo Pedrazzini](https://orcid.org/0000-0003-3757-2961) (The Alan Turing Institute/University of Oxford)


| Day.session | Topic | Materials |
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| 1.2 | Data carpentry | [slides](./slides/1.2%20Import.pdf) + [notebook](./notebooks/1.2%20Data%20Carpentry%20XML.ipynb) |
| 1.3 | Python refresher | [notebook](./notebooks/1.3%20Skills%20Python.ipynb) |
| 1.4 | The Python data analysis stack, pt. I | [notebook](./notebooks/1.4%20Skills%20Pandas.ipynb) |
| 2.1 | Tidy data pt. I-II | [slides](./slides/2.2%20Tidy%20data.pdf) + [notebook](./notebooks/2.1%20Tidy%20data.ipynb) |
| 2.2 | Tidy data pt. III | [slides](./slides/2.2%20Tidy%20data.pdf) + [notebook](./notebooks/2.2%20Wrangling.ipynb) |
| 2.1 | Tidy data pt. I-II | [slides](./slides/2.1%20Tidy%20data.pdf) + [notebook](./notebooks/2.1%20Tidy%20data.ipynb) |
| 2.2 | Tidy data pt. III | [notebook](./notebooks/2.2%20Wrangling.ipynb) |
| 2.3 | Data transformation with Pandas | [notebook](./notebooks/2.3%20Skills%2C%20Wrangling%20with%20Pandas.ipynb) |
| 3.1 | Applied data analysis, pt. I: The basics | [slides](./slides/3.2%20EDA.pdf) + [notebook](./notebooks/3.1%20Exploratory%20data%20analysis%20basics.ipynb) |
| 3.1 | Applied data analysis, pt. I: The basics | [slides](./slides/3.1%20EDA.pdf) + [notebook](./notebooks/3.1%20Exploratory%20data%20analysis%20basics.ipynb) |
| 3.2 | Applied data analysis, pt. II: Advanced | [notebook](./notebooks/3.2%20Exploratory%20data%20analysis%20and%20working%20with%20texts.ipynb) |
| 4.1 | Applied data analysis, pt. III: Visualization | [slides](./slides/4.2%20Visualization.pdf) + [notebook](./notebooks/4.1%20Visualize.ipynb) |
| 4.1 | Applied data analysis, pt. III: Visualization | [slides](./slides/4.1%20Visualization.pdf) + [notebook](./notebooks/4.1%20Visualize.ipynb) |
| 4.2 | Applied data analysis, pt. IV: Mapping | [From Melanie Walsh's *ICAP*](https://melaniewalsh.github.io/Intro-Cultural-Analytics/07-Mapping/00-Mapping.html) |
| 5.1 | Social network analysis | [From Melanie Walsh's *ICAP*](https://melaniewalsh.github.io/Intro-Cultural-Analytics/06-Network-Analysis/00-Network-Analysis.html) |
| 5.2 | Communicating results and epilogue | [slides](./slides/5.3%20Communication.pdf) |

| 5.2 | Communicating results and epilogue | [slides](./slides/5.2%20Communication.pdf) |


## Previous editions
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