#LocalMap
Fix business listing inconsistencies automatically

Manual citation cleanup eats hours every week. LocalMap is an autonomous agent that maps every place your business appears, flags inconsistencies, and performs one-click fixes. Stop the data entry…

https://auto-lister.base44.app/app/localmap-ai
November 13, 2026 at 2:04 AM
Fix every inconsistent business listing automatically

Stop manually auditing spreadsheets to find errors in your business directories. LocalMap identifies exactly where your name, address, and phone number are wrong and applies fixes in one click.…

https://auto-lister.base44.app/app/localmap-ai
November 10, 2026 at 8:05 PM
Fix inconsistent local business listings automatically

Fixing inconsistent business listings manually is a constant chore. LocalMap maps every place your business appears and provides one-click fixes to keep your details accurate. Save hours on data…

https://auto-lister.base44.app/app/localmap-ai
November 6, 2026 at 8:04 PM
Today's TacTrace experiment: recreating Charles Minard’s iconic 1812 Napoleon flow map tactrace.orbat-mapper.app/localmap/Min...
November 4, 2026 at 7:43 PM
Automate your business directory corrections

Manual citation cleanup is a time-consuming grind. LocalMap tracks every directory where your business appears and highlights exactly where your name, address, or phone data is wrong. You get real-time…

https://auto-lister.base44.app/app/localmap-ai
November 8, 2026 at 8:05 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Jean La Porte

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#LocalMap #avisgoogle
November 3, 2026 at 6:00 PM
Maintain accurate business directory listings

Managing business listings on Google, Bing, Yelp, and Apple Maps can be manual. LocalMap acts as an agent to map your business name, address, and phone across the public web and provides automated…

https://auto-lister.base44.app/app/localmap-ai
November 1, 2026 at 8:03 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Abraxas Clinik

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#LocalMap #avisgoogle
October 27, 2026 at 5:00 PM
Fix business listing errors automatically

You are still logging into manual dashboards to fix one business listing at a time. It is a grind. We built an autonomous agent that maps every place your business appears, flags the wrong data,…

https://velocity-agent-70a0df37.base44.app/app/localmap-ai
October 25, 2026 at 10:40 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour 4MK Auto

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#LocalMap #avisgoogle
October 6, 2026 at 5:04 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Autos St-Apo

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#LocalMap #avisgoogle
September 22, 2026 at 5:03 PM
Or, more seriously, LocalMap instead of MapChunk?
April 23, 2025 at 4:44 AM
MapSection, MapPortion, PortionOfMap, MapRegion, LocalMap/GlobalMap, PartialMap, PartOfWorldMap, WorldBlock, WorldPortion

But "chunk" is a cool word too.
April 24, 2025 at 8:57 PM
I'm very much a learner, but you're maybe asking if aspects of matrix factorisation approaches to dimensionality reduction apply here. But LocalMAP is a KNN approach, with a matrix factorisation initialisation. h/t @lelandmcinnes.bsky.social for his attempts to describe these youtu.be/9iol3Lk6kyU
A Bluffer's Guide to Dimension Reduction - Leland McInnes
YouTube video by PyData
youtu.be
September 26, 2025 at 2:42 PM
They loosely map to PCA's principal components, just because that initialises the first layout, but PaCMAP (and its child LocalMAP, which is what you're seeing in that prototype) is essentially running an attractive-repulsive force simulation in 2D, using forces determined by HD space
PaCMAP: An algorithm for dimension reduction
YouTube video by Cynthia Rudin
youtu.be
September 26, 2025 at 2:35 PM
Hey @biancawylie.com, I know you were interested in this way back in 2016 when we ran an electoral reform convo on Polis. Am curious your thoughts on whether these new dimensional reduction algos (e.g. LocalMAP) offer potential for new, accessible insight/exploration patcon.github.io/polislike-op...
Polis-Like Opinion Landscape Painter
Explore consensus and disagreement visually using opinion map painting.
patcon.github.io
May 11, 2025 at 6:12 PM
New experiments with improving insight from Polis-like consultations, this time using data from a 7000-person consultation done by some rad folks in #BowlingGreen, in partnership w Google Jigsaw: report.whatcouldbgbe.com

gist.github.com/patcon/0a56a... #democracy #collectiveintelligence #delibwave
May 1, 2025 at 7:12 PM
h/t Yingfan Wang, Yiyang Sun and @cynthiarudin.bsky.social for building these amazing algos ❤️ github.com/williamsyy/L...
GitHub - williamsyy/LocalMAP: LocalMAP: Dimension Reduction with Locally Adjusted Graphs
LocalMAP: Dimension Reduction with Locally Adjusted Graphs - williamsyy/LocalMAP
github.com
April 28, 2025 at 7:54 PM
Or here's a less blobby, but still challenging to interpret conversation run by DemDis out of Slovakia
www.demdis.sk/v-europe_cud...

code notebook: gist.github.com/patcon/9ce28...

Algos used: PCA, PaCMAP, LocalMAP, PCA
Cluster colors from: LocalMAP, LocalMAP, LocalMAP, PCA
April 28, 2025 at 7:54 PM
Interested in extending the ideas behind #democracy -supporting algos like in pol.is? here's a first-pass showing the deeper structure that might be possible to find in large conversations, with new dimensional reduction algorithms beyond PCA, like PaCMAP & LocalMAP: gist.github.com/patcon/8b079...
April 28, 2025 at 7:54 PM
Preserves both local & global structure, & VERY simple loss func :)
www.youtube.com/watch?v=sD-u...

There are some updates in the past few months that improve it as LocalMAP (non-parameterized) and ParamRepulsor (parameterized, so better for neural net training), which makes me even more excited!
February 3, 2025 at 9:34 PM
MinimapやLocalmap使っても高低差考慮されないから洋館本当に訳がわからないレベルで迷っちゃう🤢
#Skyrim
January 8, 2025 at 10:45 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour GESTOCK

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Vous voulez ce genre de résultats pour votre entreprise ? Commente "avis" et on t'explique comment 👌

#LocalMap #avisgoogle
May 19, 2026 at 5:04 PM
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#LocalMap #avisgoogle
May 12, 2026 at 5:03 PM
Les résultats obtenus avec 𝗟𝗼𝗰𝗮𝗹 𝗠𝗮𝗽 pour Jean La Porte

Une réputation Google au top, devant vos concurrents

Vous voulez ce genre de résultats pour votre entreprise ? Commente "avis" et on t'explique comment 👌

#LocalMap #avisgoogle
April 21, 2026 at 5:03 PM