Data Dojo Würzburg 6
November 2021
- When: :warning: Tuesday, November 9th, 2021 at 6:00pm
- Where: Zoom
- Zoom: This event has ended
- Info: DataDojo Website, Repo
:exclamation: This months Data Dojo happens on the second Tuesday, not the second Thursday :exclamation:
Participants
Please add your name to the list (click the pen icon at the top left to edit) if you plan to come. And please remove it if you can not make it. Feel free to add your preferred tool or programming language.
- Markus (julia)
Dataset
Question Pool:
- Generic
- What kind of information is stored in the table(s)?
- How much data is missing?
- Is the dataset clean or are there any clear outliers?
- Specific
- Which lemur had the most offspring
- What is the mean (adult) weight per species
- What is the age distribution by species (separately for male/female)
- How do the weight curves (weight by age) differ per species?
- Which combinations of species have hybrids (and which don’t)?
- What is the name of the oldest (living) lemur?
- Add your own questions
- Further Ideas
- Create a genealogical tree for the largest family of lemurs
- Add your own ideas
Collaborative Tools and Workflow
For Notebooks (R, python, julia, js, …) with real time collaboration CoCalc seems to be the best option right now. It worked great the last couple of times so we’ll stick to it for now. You need to register an account there (it is free).
Other real time collaboration tools
Feel free to add suggestions to this list
- VS Code with Live Share Extension (very promising but notebook support not yet stable), languages: python, R, julia, …
- Jupyter Lab real time collaboration (alpha feature), languages: python, R, julia, …
- Observable multiplayer (experimental feature), languages: javascript
- Jupyter Lite: in browser version of Jupyter Lab, languages: javascript, (a subset of) python
Future Suggestions
Add your suggestions to the list and :+1: to the end of a line you are interested in
Data Sets
- Results of the Bundestagswahl 2021
- Weather data throughout Germany over time (incl. temperature, precipitation, …): https://www.dwd.de/DE/leistungen/cdc_portal/cdc_portal.html
- German Mikrozensus
- Kaggle Titanic or Tabular Playground or Meta Kaggle
- World Trade Data (Open Trade Statistics)
- Open Citation Data
- Top 100 charts + Audio Features
Kinds of Questions
-
Tools/Languages
Skills
- interactive maps
- dashboards
- animations
Data Sources
all data types are welcome, including tables, images, videos, sounds, DNA, …
- TidyTuesday
- Our World in Data (R package: owidR), Sustainable Development Goals
- Open Data Initiatives (Würzburg, Germany, Statistisches Bundesamt, Europe, APIs)
- Awesome Public Datasets
- Kaggle Datasets or Competitions, e.g. SLICED
- tsibbledata: Time Series Datasets
- R-text-data: Text Datasets, ready to use in R
- data.world
- Statista - the University of Würzburg has a campus license
- Open Legal Data
- Bundestag Data (e.g. poll results, deputies, wahl-o-mat, inspirational blog post)
- Deutsche Digitale Bibliothek (API, old newspapers from Germany)
- Earth Observation: Satellite Image Time Series
- Machine Learning Datasets