SlideShare a Scribd company logo
Power Up Your
BI with
Geospatial Data
Meet the Presenters
Laura Wu
Technical Support Team
Lead, FME Server
Daragh Broderick
Technical Support
Specialist, FME Desktop
Kezia Yu
Technical Support
Specialist, FME Server
Agenda
● Introduction to FME and BI
tools
● Getting spatial data into BI
● Using webhooks to provide
real-time updates to data in
BI tools
● Working with high-volume
data streams
● Resources
What are BI Tools?
What is Business Intelligence (BI)? BI analyzes data generated by a business and
presents easy-to-digest reports, performance measures, and trends that inform
management decisions.
Business Intelligence Tools are types of application software that collect and process
large amounts of unstructured data from internal and external systems, and visualize
the data in a manner that allows for effective decision-making.
Location Intelligence and BI
Combining your business data with geospatial information provides
important context to your data and helps unlock new insights
But dealing with disparate
geospatial data sources can
make it difficult to bring your
data together into one central
BI space.
Obstacles
So a lot people just donʼt use their geospatial data.
What happens to many businesses, is they let their valuable data go wasted because itʼs
too frustrating or confusing to work with. If youʼve ever felt this way about your data,
youʼre in the right place.
Geospatial data is not always easy to use
The most common frustrations people have with their geospatial data are:
● It is spread across various sources
● It is in unusable formats
● Processes for analyzing across programs are complex
● Dealing with different coordinate systems
FME can help!
The data integration platform with the best support for
geospatial data worldwide.
FME makes it possible to bring a multitude of these data sources together into BI,
easier than ever before.
Our Mission
To help you maximize the value of
your data.
Company Profile
Safe Software
Years of solving data challenges
25+
10,000+
Organizations trusting us worldwide
Partners supporting our network
150+
128
Countries with FME customers
FME®
Integration Platform
Connect. Transform. Automate.
FME Desktop FME Server FME Cloud
Build & Run Data Workflows Automate Data Workflows
(on-premises)
Automate Data Workflows
(cloud)
Get a free trial of FME Desktop and FME Server at safe.com
Unrivaled Data Support
Spatial Data Prep for BI
Connect
Data between
450+ systems
Extend
Capabilities with custom
connections, transformers,
R & Python
Run
Workflows locally or publish
to FME Server
FME Desktop
Quickly author repeatable, self-documenting data integration
workflows using an intuitive visual interface.
No coding required.
BI Tools in FME
● Tableau - Hyper Writer
● Qlik - Qlik JSON Reader & Qlik Data eXchange Writer
● PowerBI - Web Connection
Spatial Data Prep
The Goal
Introduce FME
Desktop, Validate
our data, enrich
spatial data and
write out to
Tableau
The Obstacles
Data Validation,
remove “bad data”.
Prep spatial data
for Tableau
The Solution
Use FME Desktop to
perform a data
validation and clean
up workflow and
write the data to
Tableau
The Result
Clean data that can
visualized in our BI
tools
Demo
We learned...
● How FME handles
data with a spatial
element
● How to perform data
clean up
● How to write out to
Tableau
Something a little more advanced...
This example showcases
the extent of the abilities
of FME.
Data Integration, data
validation, spatial
relationships, raster
interpolation.
Webinar: Integrating
Geospatial into the
BI Picture
Using webhooks to provide
real-time updates to data in BI
tools
API - Webhook - Power BI
The Goal
Visualize Google
API data in Power
BI Report
The Obstacles
Obtain up to date
data to visualize in
a BI Tool
The Solution
Create Webhook in
FME Server to deliver
data to BI Tool
The Result
Visualization of
current data in
Power BI through
FME Server
Webhook
Demo
Try It Out
Data
● API
● Database
Applications
● FME Desktop
● FME Server
● Your favourite BI tool
Resource: FME Server Data Streaming
service + webhook + Power BI
Data Streams
IoT Data
Sensors are everywhere these days sending out large volumes of messages measuring
everything from temperature to GPS location
The data is valuable, but how do you manage its sheer volume?
Location Data Streaming
The Goal
Collect and analyze
data from GPS
sensors on a
vehicle fleet
The Obstacles
Thereʼs too much
data!
GPS locations
arenʼt always
accurate
The Solution
Use FME to filter the
data into 30 second
periods
Move the points to
overlap with the
nearest road
The Result
Data is filtered,
cleaned, and
enhanced in real
time as the
information is sent
Demo
Working with Streams of Data
Use a Connector
transformer to pull in data
from many streaming
sources
Use filtering transformers
to reduce data volume
Store cleaned data in a
database
Summary
FME can help you get your geospatial
data under control
FME Serverʼs webhooks let you run data
processing workflows on demand
Use Stream Connector transformers to
connect to and process high volume
data streams
Next Steps
Download FME 2021.2 Download the
workspaces from this
webinar
Apply it to your own
data to manage
changes
Free Trial | Upgrade
Resources
Article: How to Automate Citizen Reporting with BI Tools
Article: Local Government Citizen Services and BI Reporting
Webinar: Integrating Geospatial into the BI Picture
Claim Your Community Badge
Get community badges for
watching webinars!
fme.ly/WebinarBadge Todayʼs Code: LSWAP
Q&A
The Peak of Data Integration 2022 UC
August 24-26, 2022 Vancouver, Canada
Register now
FME World Tour 2022
March 22 - June 24 | 45+ Events
View the Tour Schedule & Register Now
Check out our upcoming
& on-demand webinars:
safe.com/webinars
Thank you!
Download FME 2022.0 Beta Free Trial | Upgrade
Chat with us info@safe.com
Connect with us in the Community
Connect with us for more FME
Please share
your feedback
with us through
the webinar
survey!

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Power Up Your BI with Geospatial Data

  • 1. Power Up Your BI with Geospatial Data
  • 2. Meet the Presenters Laura Wu Technical Support Team Lead, FME Server Daragh Broderick Technical Support Specialist, FME Desktop Kezia Yu Technical Support Specialist, FME Server
  • 3. Agenda ● Introduction to FME and BI tools ● Getting spatial data into BI ● Using webhooks to provide real-time updates to data in BI tools ● Working with high-volume data streams ● Resources
  • 4. What are BI Tools? What is Business Intelligence (BI)? BI analyzes data generated by a business and presents easy-to-digest reports, performance measures, and trends that inform management decisions. Business Intelligence Tools are types of application software that collect and process large amounts of unstructured data from internal and external systems, and visualize the data in a manner that allows for effective decision-making.
  • 5. Location Intelligence and BI Combining your business data with geospatial information provides important context to your data and helps unlock new insights
  • 6. But dealing with disparate geospatial data sources can make it difficult to bring your data together into one central BI space.
  • 7. Obstacles So a lot people just donʼt use their geospatial data. What happens to many businesses, is they let their valuable data go wasted because itʼs too frustrating or confusing to work with. If youʼve ever felt this way about your data, youʼre in the right place.
  • 8. Geospatial data is not always easy to use The most common frustrations people have with their geospatial data are: ● It is spread across various sources ● It is in unusable formats ● Processes for analyzing across programs are complex ● Dealing with different coordinate systems
  • 9. FME can help! The data integration platform with the best support for geospatial data worldwide. FME makes it possible to bring a multitude of these data sources together into BI, easier than ever before.
  • 10. Our Mission To help you maximize the value of your data.
  • 11. Company Profile Safe Software Years of solving data challenges 25+ 10,000+ Organizations trusting us worldwide Partners supporting our network 150+ 128 Countries with FME customers
  • 12. FME® Integration Platform Connect. Transform. Automate. FME Desktop FME Server FME Cloud Build & Run Data Workflows Automate Data Workflows (on-premises) Automate Data Workflows (cloud) Get a free trial of FME Desktop and FME Server at safe.com
  • 15. Connect Data between 450+ systems Extend Capabilities with custom connections, transformers, R & Python Run Workflows locally or publish to FME Server FME Desktop Quickly author repeatable, self-documenting data integration workflows using an intuitive visual interface. No coding required.
  • 16. BI Tools in FME ● Tableau - Hyper Writer ● Qlik - Qlik JSON Reader & Qlik Data eXchange Writer ● PowerBI - Web Connection
  • 17. Spatial Data Prep The Goal Introduce FME Desktop, Validate our data, enrich spatial data and write out to Tableau The Obstacles Data Validation, remove “bad data”. Prep spatial data for Tableau The Solution Use FME Desktop to perform a data validation and clean up workflow and write the data to Tableau The Result Clean data that can visualized in our BI tools
  • 18. Demo
  • 19. We learned... ● How FME handles data with a spatial element ● How to perform data clean up ● How to write out to Tableau
  • 20. Something a little more advanced... This example showcases the extent of the abilities of FME. Data Integration, data validation, spatial relationships, raster interpolation. Webinar: Integrating Geospatial into the BI Picture
  • 21. Using webhooks to provide real-time updates to data in BI tools
  • 22. API - Webhook - Power BI The Goal Visualize Google API data in Power BI Report The Obstacles Obtain up to date data to visualize in a BI Tool The Solution Create Webhook in FME Server to deliver data to BI Tool The Result Visualization of current data in Power BI through FME Server Webhook
  • 23. Demo
  • 24. Try It Out Data ● API ● Database Applications ● FME Desktop ● FME Server ● Your favourite BI tool Resource: FME Server Data Streaming service + webhook + Power BI
  • 26. IoT Data Sensors are everywhere these days sending out large volumes of messages measuring everything from temperature to GPS location The data is valuable, but how do you manage its sheer volume?
  • 27. Location Data Streaming The Goal Collect and analyze data from GPS sensors on a vehicle fleet The Obstacles Thereʼs too much data! GPS locations arenʼt always accurate The Solution Use FME to filter the data into 30 second periods Move the points to overlap with the nearest road The Result Data is filtered, cleaned, and enhanced in real time as the information is sent
  • 28. Demo
  • 29. Working with Streams of Data Use a Connector transformer to pull in data from many streaming sources Use filtering transformers to reduce data volume Store cleaned data in a database
  • 30. Summary FME can help you get your geospatial data under control FME Serverʼs webhooks let you run data processing workflows on demand Use Stream Connector transformers to connect to and process high volume data streams
  • 31. Next Steps Download FME 2021.2 Download the workspaces from this webinar Apply it to your own data to manage changes Free Trial | Upgrade
  • 32. Resources Article: How to Automate Citizen Reporting with BI Tools Article: Local Government Citizen Services and BI Reporting Webinar: Integrating Geospatial into the BI Picture
  • 33. Claim Your Community Badge Get community badges for watching webinars! fme.ly/WebinarBadge Todayʼs Code: LSWAP
  • 34. Q&A
  • 35. The Peak of Data Integration 2022 UC August 24-26, 2022 Vancouver, Canada Register now
  • 36. FME World Tour 2022 March 22 - June 24 | 45+ Events View the Tour Schedule & Register Now
  • 37. Check out our upcoming & on-demand webinars: safe.com/webinars
  • 38. Thank you! Download FME 2022.0 Beta Free Trial | Upgrade Chat with us info@safe.com Connect with us in the Community Connect with us for more FME Please share your feedback with us through the webinar survey!