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SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
BOLZANOR
A group of R-users in the middle of the Alps
Mattia Rossi1, Giulio Genova2,3, Peter Zellner 1
1 Institute for Earth Observation, Eurac Research
2 Institute for Alpine Environment, Eurac Research
3 Faculty for Science and Technology, Free University of Bolzano
SFSCon 2020
Track I – Data analytics
13.11.2020 @14:40
Connect with us through our web platform at
www.bolzanor.eu
1
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
1. Motivation - General
Main data analysis goal
Main necessity to understand data
Toolset
The usual approach in data science is recurrent. It
means the extraction and correct interpretation of
information from any given data source.
2
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
1. Motivation – Why R?
• Open-Source policy
• Beginner friendly
• Rstudio IDE and company
• Package environment (CRAN), especially
for statistics
• Plotting / Visualization
• Reporting and Scientific Writing
• Compatibility and Cross-platform
capability
• Steadily growing
• Large Community
• S as origin language
• Steep learning curve
• Native Data handling
• Slow Speed
• High Memory usage
• Package quality and quantity
R is the most comprehensive statistical analysis software around but – as any language - has some advantages
and disadvantages
During the last years a strong development and user community grew around
many different topics in R, such as…
3
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
1. Motivation – R Topics 1
• Data Import
• Data retrieval
• Data Tidying
• Data conversion
• Data Visualization
• Data Communication
4
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
1. Motivation – R Topics 2
• Programming Tools
• Platform Interfacing
• Spatial Analysis
• Web development
• Software development
• Machine / Deep Learning … and many others.
-> But that may become a problem
5
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
www.bolzanor.eu
6
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
Build an R community across thematically different disciplines or just for interested persons
1. Motivation – Our mission
7
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
2. Organization
The communication between the attendees and the dissemination of the
activities is done in four ways:
• In person meetings (Meetups) on a weekly / bi-weekly basis (until covid-
19 emergency)
• Organization, news and online meeting capabilitites and news divulgation
through Slack (formerly also Microsoft Teams / Sharepoint). Up to 60
persons in the loop.
• Use of a Gitlab Git repository (both private and public)
• A dedicated web site to disseminate our activities at www.bolzanor.eu
8
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
3. Activities - Meetups
In- person meetings have proven to be the most efficient way to
create the community.
Here we presented and or elaborated certain topics or simply met to
code in an informal atmosphere.
Usually with 10-20 participants on Tuesdays 5p.m.
9
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
3. Activities - Dissemination
Dissemination of recent developments and activities as well as a
panel the attendees can spread the word on what they are
working on:
Blog Posts Scientific publications Algorithms / Packages /
Frameworks
Authors
10
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
4. Developments
Meteobrowser South Tyrol (http://meteobrowser.eurac.edu)
Web-platform
Scientific publication
11
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
4. Development
Analysis of Crowd sourcing information
Twitter activity
analysis during
SFSCon2019
Analysis of the Twitter relationships
between topics and Researcher Twitter Drought monitoring
12
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
5. Lessons learned
Potential
• Much interest from diverse researcher
• Many R-users in Bolzano
• Open-Coding environment very appreciated
• Lot of outcome with little effort possible
• Good platform panel -> New projects and
collaboration evolved
Challenges
• In-person meetings crucial for the
community creation
• Motivation is key
• Knowledge gap is tricky to handle
• Balancing between teaching and developing
Strategic questions
• Influence of the covid-19 emergency ?
• Limit to R ?
• Generate more scientific or technical
output ?
Next steps
• Spread the word
• Motivate to engage
• Connect with other users and user
groups
13
SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020
THANK YOU VERY MUCH
Mattia Rossi1, Giulio Genova2,3, Peter Zellner 1
1 Institute for Earth Observation, Eurac Research
2 Institute for Alpine Environment, Eurac Research
3 Faculty for Science and Technology, Free University of Bolzano
SFSCon 2020
Track I – Data analytics
13.11.2020 @14:40
Connect with us through our web platform at
www.bolzanor.eu
For helping with the organization we would
like to thank:
14

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SFScon 2020 - Mattia Rossi - BolzanoR - A community of R users in the middle of the Alps

  • 1. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 BOLZANOR A group of R-users in the middle of the Alps Mattia Rossi1, Giulio Genova2,3, Peter Zellner 1 1 Institute for Earth Observation, Eurac Research 2 Institute for Alpine Environment, Eurac Research 3 Faculty for Science and Technology, Free University of Bolzano SFSCon 2020 Track I – Data analytics 13.11.2020 @14:40 Connect with us through our web platform at www.bolzanor.eu 1
  • 2. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 1. Motivation - General Main data analysis goal Main necessity to understand data Toolset The usual approach in data science is recurrent. It means the extraction and correct interpretation of information from any given data source. 2
  • 3. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 1. Motivation – Why R? • Open-Source policy • Beginner friendly • Rstudio IDE and company • Package environment (CRAN), especially for statistics • Plotting / Visualization • Reporting and Scientific Writing • Compatibility and Cross-platform capability • Steadily growing • Large Community • S as origin language • Steep learning curve • Native Data handling • Slow Speed • High Memory usage • Package quality and quantity R is the most comprehensive statistical analysis software around but – as any language - has some advantages and disadvantages During the last years a strong development and user community grew around many different topics in R, such as… 3
  • 4. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 1. Motivation – R Topics 1 • Data Import • Data retrieval • Data Tidying • Data conversion • Data Visualization • Data Communication 4
  • 5. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 1. Motivation – R Topics 2 • Programming Tools • Platform Interfacing • Spatial Analysis • Web development • Software development • Machine / Deep Learning … and many others. -> But that may become a problem 5
  • 6. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 www.bolzanor.eu 6
  • 7. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 Build an R community across thematically different disciplines or just for interested persons 1. Motivation – Our mission 7
  • 8. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 2. Organization The communication between the attendees and the dissemination of the activities is done in four ways: • In person meetings (Meetups) on a weekly / bi-weekly basis (until covid- 19 emergency) • Organization, news and online meeting capabilitites and news divulgation through Slack (formerly also Microsoft Teams / Sharepoint). Up to 60 persons in the loop. • Use of a Gitlab Git repository (both private and public) • A dedicated web site to disseminate our activities at www.bolzanor.eu 8
  • 9. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 3. Activities - Meetups In- person meetings have proven to be the most efficient way to create the community. Here we presented and or elaborated certain topics or simply met to code in an informal atmosphere. Usually with 10-20 participants on Tuesdays 5p.m. 9
  • 10. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 3. Activities - Dissemination Dissemination of recent developments and activities as well as a panel the attendees can spread the word on what they are working on: Blog Posts Scientific publications Algorithms / Packages / Frameworks Authors 10
  • 11. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 4. Developments Meteobrowser South Tyrol (http://meteobrowser.eurac.edu) Web-platform Scientific publication 11
  • 12. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 4. Development Analysis of Crowd sourcing information Twitter activity analysis during SFSCon2019 Analysis of the Twitter relationships between topics and Researcher Twitter Drought monitoring 12
  • 13. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 5. Lessons learned Potential • Much interest from diverse researcher • Many R-users in Bolzano • Open-Coding environment very appreciated • Lot of outcome with little effort possible • Good platform panel -> New projects and collaboration evolved Challenges • In-person meetings crucial for the community creation • Motivation is key • Knowledge gap is tricky to handle • Balancing between teaching and developing Strategic questions • Influence of the covid-19 emergency ? • Limit to R ? • Generate more scientific or technical output ? Next steps • Spread the word • Motivate to engage • Connect with other users and user groups 13
  • 14. SFSCon 2020 BolzanoR – An R community in the middle of the Alps 13.11.2020 THANK YOU VERY MUCH Mattia Rossi1, Giulio Genova2,3, Peter Zellner 1 1 Institute for Earth Observation, Eurac Research 2 Institute for Alpine Environment, Eurac Research 3 Faculty for Science and Technology, Free University of Bolzano SFSCon 2020 Track I – Data analytics 13.11.2020 @14:40 Connect with us through our web platform at www.bolzanor.eu For helping with the organization we would like to thank: 14