A fun example is to integrate free data from the Norwegian Geoportal (geonorge.no) together with training data to give new insight on your exercises. I will show this data in QGIS and as a simple dashboard. The main focus will be how to build simple, clean and nice workspaces, and be able to document the flow of data.

1. Use Different Free and Open Data from
Norway (geonorge.no) with FME to Create a
Simple Dashboard That Displays Some
Statistics About Your Workout

2. Presenters
The
Peak
of
Data
Integration
20
23
Dan
Ullén
FME monkey since 2007
Norkart
Sigbjørn Tillerli
Herstad
FME Guru since 2010
Norkart

3. The
Peak
of
Data
Integration
20
23
Introduction

4. The
Peak
of
Data
Integration
20
23
You can inspect your training-
data from Strava with FME and
QGIS

5. The
Peak
of
Data
Integration
20
23
What do we know?
- Exploring by foot is fun!
(more fun than biking…)
- We record lots of data
through the years
- We want to make something
fun using FME, free tools and
open data

6. The
Peak
of
Data
Integration
20
23
By relying on Strava and their app only
● Can’t access the data
● Can’t combine data
● Can’t view data

7. The
Peak
of
Data
Integration
20
23
Data
Vasaloppet
Running
Skiing

8. The
Peak
of
Data
Integration
20
23
Dont have to be the best to have fun!
https://www.youtube.com/watch?v=Icij8azhmXE
https://youtube.com/clip/Ugkx_Mzqu4ryU3pt_jnx4v1QIsOn7-Ufz-
xW?si=gxnlWQAKcea5RYdJ
Vasaloppet (90km – cross country skiing – classic)
10.59.57 vs 9.32.28
9.32.28

9. The
Peak
of
Data
Integration
20
23
Convert training data to GeoPackage

10. The
Peak
of
Data
Integration
20
23
Convert training data to GeoPackage

11. The
Peak
of
Data
Integration
20
23
Look at the data
Strava
FME GeoPackage in QGIS

12. The
Peak
of
Data
Integration
20
23
Add data
GeoNorge – AR50.- Download geopackage and Display in QGIS.
https://kartkatalog.geonorge.no/metadata/arealressurskart-ar50-
serie/4bc2d1e0-f693-4bf2-820d-c11830d849a3

13. The
Peak
of
Data
Integration
20
23
Convert any data to a better format (for QGIS)

14. The
Peak
of
Data
Integration
20
23
Data can be found in many formats and ways
1. API
2. Database
3. FME Reader (all formats)
4. File (GPX)
5. File (TCX)
6. File (Machine readable)
7. File (Binary)
8. Shapefile

15. The
Peak
of
Data
Integration
20
23
ChatGPT – Sample data!
https://chat.openai.com/share/b7097271-741c-4a20-9ae1-cba66cca186b

16. The
Peak
of
Data
Integration
20
23
Use ChatGPT as a trainer / or dumb colleague!
1. Create sample data
2. Convert sample data
3. Get a basic template for starting
4. Regular expression hints
5. Small python code samples
Treat all data as junk, and try to make it correct!
NEVER send data that you wouldn’t send to your mother!

17. The
Peak
of
Data
Integration
20
23
Create heatmap FME vs QGIS

18. The
Peak
of
Data
Integration
20
23
Show data in QGIS
One file (database – indexed)
- AR50
- Training data
- Heatmap

19. The
Peak
of
Data
Integration
20
23
Figure out where to process and
analyse the data
1. FME
2. 3rd party software/ tool
3. Database

20. The
Peak
of
Data
Integration
20
23
From QGIS -> Power BI
Sigbjørn -> Dan

21. The
Peak
of
Data
Integration
20
23
Tailoring Strava data for Power BI

22. The
Peak
of
Data
Integration
20
23

23. The
Peak
of
Data
Integration
20
23
Hiking Skiing
Snowshoeing Crossfit

24. The
Peak
of
Data
Integration
20
23

25. The
Peak
of
Data
Integration
20
23

26. The
Peak
of
Data
Integration
20
23

27. The
Peak
of
Data
Integration
20
23

28. The
Peak
of
Data
Integration
20
23
PowerQuery doesn’t like strings with over 30000 characters
WKT, Well Known Text
LINESTRING (9.658812 60.436035,9.658814 60.435997,9.65872 60.43598,9.658357 60.435886,9.658287 60.435875,9.658163 60.43584,9.658048 60.435787,9.657993 60.435776
Power BI trims leading and trailing spaces
WKT, Well Known Text
LINESTRING (9.658812§60.436035,9.658814§60.435997,9.65872§60.43598,9.658357§60.435886,9.658287§60.435875,9.658163§60.43584,9.658048§60.435787,9.657993§60.43
wkt = SUBSTITUTE
(CONCATENATEX(‘strava’,’strava'[wkt1]&’strava'[wkt2]&’strava'[wkt3]&’strava'[wkt4]&’strava'[wkt5]),
"§"," ")

29. The
Peak
of
Data
Integration
20
23
Builtup Cultivated Forest
Open Marsh Water

30. The
Peak
of
Data
Integration
20
23

31. The
Peak
of
Data
Integration
20
23

32. The
Peak
of
Data
Integration
20
23

33. The
Peak
of
Data
Integration
20
23

34. The
Peak
of
Data
Integration
20
23
Thank you!
dan.ullen@norkart.no
sigher@norkart.no