Crystal Aereboe @Crystal_maps
Spatial Finance Enthusiast • Mapping financial transactions • Building LedgerMaps South Africa Joined January 2025-
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When you walk the way, the way appears
Perseverance is important in building something. I have have been learning the skill of being sensitive to the problem - stubborn enough to persist from every angle, but sensitive enough to recognise an architectural error.
You are always replaceable inside a system built by someone else, even if you are appreciated.
the only major tech billionaire that wasn't in the epstein files
Wishing you a mappy GIS Day from all of us at Esri! 🌎 Today, we celebrate you—our dedicated GIS professionals—and the remarkable impact your work has on the world every day. How are you using GIS? We'd love to know! ❤️ #GISDay2025
Just sent out my first report aggregating monthly customer sales and GP by province and municipality. After 12 years in finance, finally geotagging data with QGIS— thanks to my GIS wizard husband for the assist.
"GIS is constrained by the quality of available data"
The trickiest thing about trying to combine local finance data with GIS is finding the geographic datasets. Came right with Provincial and Municipal datasets, however to find a good dataset by Suburb across all 9 Provinces... I seem to be asking a lot.
@naxsesphiri @ArcGISPro @Blender Nice map!
Same test data as my previous post, prototyping revenue per region. As per my GIS husband's suggestions: ☑️map key ❎centroid labels - working on it
My husband, a GIS expert with 20 years of experience, sees data spatially, not in debits or credits. I’ve spent a decade with accounting data, now exploring spatial finance. Imagine accounting data as a vector map layer, natively tying transactional parties to locations.
Accounting was invented in 15th-century Venice. The Venetians asked what, when, and how much. They couldn’t yet ask where. Now, with modern tech, we can.
LedgerMaps' spatial data pipeline: from a financial accounting transaction to a Google map. Test data is currently sitting in BiqQuery, next step is to set up the Google Sheets integration.
Using Google Big Query and Google Maps, I combined test data for customer addresses and a revenue general ledger to plot aggregated revenue totals by municipality. geographic dataset: MDB Boundaries #gis #maps #accounting #spatialfinance
Geotagging transactions at a ledger level can also provide insights into ESG from a grassroots level.
Aggregated customer revenue by province Geographic Dataset: MDB Local Municipal Boundaries Tech stack: Big Query, Google Maps, React My husband helped me test the dataset in QGIS before I integrated it into my project 🙂#spatialfinance
@victor_gis This is awesome! Really inspiring to see GIS applied for sustainability.
Mapping the Sales General Ledger — instantly see patterns. •Which regions generate the most revenue •Identify clusters of high-risk debtors •Make smarter decisions with spatial insights Accounting data doesn’t have to stay flat.
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