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How to Supercharge Your Location Data Reporting & Analysis
Create stylish reports based on data from ALL of your systems
What is reporting?
- merging data
- presentation / styling
- data summary
-
PDF Example: City of Lloydminster
Goals:
● Simplify
● Automate
● Produce Large Scale Maps
Transformers: PDFPageFormatter, PDFStyler
Thanks to:
Richard Bennett
GIS Manager
City of Lloydminster
PDF Example - La Rioja
Orthophoto Map:
● Incredibly Detailed
● Use of Inset Maps, Annotation and Grids
● Easily Updated Thanks to:
Ana García de Vicuña Ruiz de Argandoña
Gobierno de La Rioja – Spain
PDF Example: Topographic Map
MapnikRasterizer:
● Qualitative Representation
● Utilize Multiple Data Sources
● Highly Detailed Mapnik Mastery Webinar
Thanks to:
Dmitri Bagh
Safe Software
Avenza MAPublisher®
FME Auto™
data transformation to…
cartographic design and publishing
• Use the format and transformer support of FME
• Apply Adobe Illustrator strokes, fills, symbols and graphic styles
• Automated labelling
• Create Grids and Graticules
• Automatic export to Geospatial PDF with control of feature
attributes
www.avenza.com/mapublisher/fme-auto
AUTOMATION
DATA FME MAPublisher
Geospatial
PDF Maps
FME
AUTO
Data Sourced from the LINZ Data Service http://data.linz.govt.nz
and licensed by LINZ for re-use under the Creative Commons Attribution 3.0 New Zealand
licence.
Avenza MAPublisher
FME Auto
Thanks to:
Marc Graham
Avenza
Spreadsheet operations in FME.
- Statistics
- Transpose
- Pivot/crosstab
Note to Stephanie - simple graphics here: a
summation symbol, a rotation symbol
(Transpose) and a pivot symbol
Examples at:
FMEpedia.com
Does everyone use Excel?
Excel Templates:
● Automate Data Updates
● Utilize Powerful Excel Tools:
○ Pivot Tables
○ Charts
Precipitation: British Columbia 1940-2012
Integrating demographics
data, areas-of-interest,
geocoding to generate
comprehensive reports
Tetrad SiteWise plug-in
Thanks to:
Sig Isaac
Tetrad
Tetrad SiteWise plug-in for FME
Market analysis, site evaluation and reporting:
● Fast data retrieval of demographic data
● Demographic data from the industry’s leading providers
● Drivetime analysis
● Detailed reports:
○ Excel or PDF
Simple HTML Reports
Data Validation
Automation on FME
Server
FMEpedia:
Upload & Validate
Report on the results
FME & Tableau @ UMass-Amherst
Tableau helps
people see and
understand data.
...but you have to
load the data...
Student population distribution
Room Capacity vs. Class Enrolment
Alexander Stepanov
GIS Architect
A&F Administrative Systems
University of Massachusetts Amherst
FME & Tableau
Teaching / Instruction /
Operations happen in
Buildings …
How we can approach
reporting on building use?
Combine location data with
building data information
Default Tableau map
UMass-Amherst GIS map
FME & Tableau
Building Footprints in
Tableau.
FME can import building
footprints as an id, point
sequence, lat, long
Now it’s ready to be
connected with data
tables and to run
analytics
FME & Tableau
FME used to convert
Building Footprints to
centroids.
Tableau visualization:
Student distribution at
10am on Thursday.
Room Capacity vs. Class
Enrolment
Merging Data - WC Finder
Brian Pont
Mark Stoakes
Safe Software Inc.

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How to Supercharge your Location Data and Reporting & Analysis

  • 1. How to Supercharge Your Location Data Reporting & Analysis Create stylish reports based on data from ALL of your systems
  • 2. What is reporting? - merging data - presentation / styling - data summary -
  • 3. PDF Example: City of Lloydminster Goals: ● Simplify ● Automate ● Produce Large Scale Maps Transformers: PDFPageFormatter, PDFStyler Thanks to: Richard Bennett GIS Manager City of Lloydminster
  • 4. PDF Example - La Rioja Orthophoto Map: ● Incredibly Detailed ● Use of Inset Maps, Annotation and Grids ● Easily Updated Thanks to: Ana García de Vicuña Ruiz de Argandoña Gobierno de La Rioja – Spain
  • 5. PDF Example: Topographic Map MapnikRasterizer: ● Qualitative Representation ● Utilize Multiple Data Sources ● Highly Detailed Mapnik Mastery Webinar Thanks to: Dmitri Bagh Safe Software
  • 6. Avenza MAPublisher® FME Auto™ data transformation to… cartographic design and publishing • Use the format and transformer support of FME • Apply Adobe Illustrator strokes, fills, symbols and graphic styles • Automated labelling • Create Grids and Graticules • Automatic export to Geospatial PDF with control of feature attributes www.avenza.com/mapublisher/fme-auto
  • 7. AUTOMATION DATA FME MAPublisher Geospatial PDF Maps FME AUTO Data Sourced from the LINZ Data Service http://data.linz.govt.nz and licensed by LINZ for re-use under the Creative Commons Attribution 3.0 New Zealand licence.
  • 8. Avenza MAPublisher FME Auto Thanks to: Marc Graham Avenza
  • 9. Spreadsheet operations in FME. - Statistics - Transpose - Pivot/crosstab Note to Stephanie - simple graphics here: a summation symbol, a rotation symbol (Transpose) and a pivot symbol Examples at: FMEpedia.com
  • 10. Does everyone use Excel? Excel Templates: ● Automate Data Updates ● Utilize Powerful Excel Tools: ○ Pivot Tables ○ Charts Precipitation: British Columbia 1940-2012
  • 11. Integrating demographics data, areas-of-interest, geocoding to generate comprehensive reports Tetrad SiteWise plug-in Thanks to: Sig Isaac Tetrad
  • 12. Tetrad SiteWise plug-in for FME Market analysis, site evaluation and reporting: ● Fast data retrieval of demographic data ● Demographic data from the industry’s leading providers ● Drivetime analysis ● Detailed reports: ○ Excel or PDF
  • 13. Simple HTML Reports Data Validation Automation on FME Server FMEpedia: Upload & Validate Report on the results
  • 14. FME & Tableau @ UMass-Amherst Tableau helps people see and understand data. ...but you have to load the data... Student population distribution Room Capacity vs. Class Enrolment Alexander Stepanov GIS Architect A&F Administrative Systems University of Massachusetts Amherst
  • 15. FME & Tableau Teaching / Instruction / Operations happen in Buildings … How we can approach reporting on building use? Combine location data with building data information Default Tableau map UMass-Amherst GIS map
  • 16. FME & Tableau Building Footprints in Tableau. FME can import building footprints as an id, point sequence, lat, long Now it’s ready to be connected with data tables and to run analytics
  • 17. FME & Tableau FME used to convert Building Footprints to centroids. Tableau visualization: Student distribution at 10am on Thursday. Room Capacity vs. Class Enrolment
  • 18. Merging Data - WC Finder
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