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Verified Commit b74ccdf1 authored by Martin Weise's avatar Martin Weise
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Fixed the literature survey use-case

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## Description
This digital record contains historical air pollution and air quality data from approximately 20 air monitoring stations
in Vienna, spanning the years from 1980 to 2021. The data was provided by the Umweltbundesamt and is stored in its
original form in this record. This record forms the basis of an analysis carried out in a bachelor's thesis at the TU
Wien.
As part of a literature study, the research unit of data science has collected data on 47 Trusted Research Environments
(TREs) who enable analysis of confidential data under strict security assertions who protect the data with technical,
organizational and legal measures from (accidentally) being leaked outside the facility. The literature study shows that
47 TREs worldwide provide access to confidential data of which two-thirds provide data themselves (n=32, 68%),
predominantly via secure remote access (n=46, 98%).
## Solution
We designed a database schema that allows collection of the data with correct primary key and foreign-key relationships.
Three defined views allow for a simpler exploration of the study data. The analysis of the data was performed in TU
Wien's virtual research environment using [JupyterHub](https://science.datalab.tuwien.ac.at/) as well as the chart
<figure markdown>
![Jupyter Notebook](../../images/screenshots/air-notebook.png){ .img-border }
![Jupyter Notebook](../../images/screenshots/tre-notebook.png){ .img-border }
<figcaption>Figure 1: Jupyter Notebook accessing data on DBRepo using the Python Library.</figcaption>
</figure>
## DBRepo Features
- [x] Import complex dataset
- [x] System versioning
- [x] Subset exploration
- [x] Aggregated views
......@@ -33,6 +36,6 @@ Wien.
## Acknowledgement
This work was part of a cooperation with the [Umweltbundesamt](https://www.umweltbundesamt.at/).
This work was part of a cooperation with the [Research Unit of Data Science](https://informatics.tuwien.ac.at/orgs/e194-04).
<img src="../../images/logos/umweltbundesamt.png" width=100 />
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......@@ -44,7 +44,7 @@ are *not* recommended and not tested.
## Custom Install
TBD
In case you prefer a customized
## Architecture
......
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