---
title: Opportunity Zone Blog | Data Science
description: Data Science | Opportunity Zone real estate development project sourcing using data-driven research. We vet projects and facilitate capital investment from Opportunity Zones investors using their capital gains.
image: https://pactriglo.com/hubfs/undefined-May-08-2023-06-16-05-3058-PM.png
---

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# Geospatial Data Science Research

[![](https://pactriglo.com/hubfs/Pactriglo_NYC_Tech_CFAR_SoHo_12182023.jpg)](https://pactriglo.com/blog/targeteering-manhattan-underutilized-cfar)

## [Targeteering Manhattan Underutilized CFAR](https://pactriglo.com/blog/targeteering-manhattan-underutilized-cfar)

 Dec 18, 2023, 2:36:02 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science), [Urban Infill](https://pactriglo.com/blog/topic/urban-infill)

[0 Comments](https://pactriglo.com/blog/targeteering-manhattan-underutilized-cfar#comments-listing)

We analyzed Manhattan for lots using 25% or less of their by-right Commercial Floor Area Ratio.

[Read More](https://pactriglo.com/blog/targeteering-manhattan-underutilized-cfar)

[![](https://pactriglo.com/hubfs/Screenshot%202021-10-04%20015855.jpg)](https://pactriglo.com/blog/historic-lot-cuts-the-urban-infill-land-grab)

## [Historic Lot Cuts: The Urban Infill Land Grab](https://pactriglo.com/blog/historic-lot-cuts-the-urban-infill-land-grab)

 Jun 23, 2023, 12:27:52 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science), [Urban Infill](https://pactriglo.com/blog/topic/urban-infill)

[1 Comment](https://pactriglo.com/blog/historic-lot-cuts-the-urban-infill-land-grab#comments-listing)

First, the be clear, Historic Lot Cuts are not '[Historical Places'](https://planning.lacity.org/preservation-design/program-overview) worthy of cultural preservation.

[Read More](https://pactriglo.com/blog/historic-lot-cuts-the-urban-infill-land-grab)

[![](https://pactriglo.com/hubfs/Traffic_Task_Force.jpeg)](https://pactriglo.com/blog/connecting-the-stops)

## [Connecting the Stops](https://pactriglo.com/blog/connecting-the-stops)

 Jun 12, 2023, 12:45:45 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/connecting-the-stops#comments-listing)

For the last year I have been volunteering on a [City of Los Angeles citizen advisory task forc](https://ladot.lacity.org/about/advisory-committees)e that is studying alternatives to armed traffic enforcement.

[Read More](https://pactriglo.com/blog/connecting-the-stops)

[![](https://pactriglo.com/hubfs/01_Google_SGE.jpg)](https://pactriglo.com/blog/generative-ai-and-property-research)

## [Generative AI and Property Research](https://pactriglo.com/blog/generative-ai-and-property-research)

 May 28, 2023, 12:32:46 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/generative-ai-and-property-research#comments-listing)

As a certified nerd, I sometimes get early access to pre-public technology. It's part of the social nature of success with technology, early adopters try something out. Companies get feedback and user insights, users get a edge on the latest and greatest. That can drive incorporation into their future products and spheres of influence.

[Read More](https://pactriglo.com/blog/generative-ai-and-property-research)

[![](https://pactriglo.com/hubfs/undefined-May-08-2023-06-16-04-6718-PM.png)](https://pactriglo.com/blog/redlined-los-angeles-examining-contemporary-home-values-in-holc-graded-areas)

## [Redlined Los Angeles](https://pactriglo.com/blog/redlined-los-angeles-examining-contemporary-home-values-in-holc-graded-areas)

 May 8, 2023, 12:15:07 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/redlined-los-angeles-examining-contemporary-home-values-in-holc-graded-areas#comments-listing)

### **Redlined Los Angeles: Examining Contemporary Home Values in HOLC Graded Areas**

### **Our research did not seek a finding.**

[Read More](https://pactriglo.com/blog/redlined-los-angeles-examining-contemporary-home-values-in-holc-graded-areas)

[![](https://pactriglo.com/hubfs/Pactriglo_MapD_4_0.png)](https://pactriglo.com/blog/expo-corridor-transit-neighborhood-plan)

## [Expo Corridor Transit Neighborhood Plan](https://pactriglo.com/blog/expo-corridor-transit-neighborhood-plan)

 May 8, 2023, 12:13:16 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/expo-corridor-transit-neighborhood-plan#comments-listing)

In July 2018, Pactriglo performed a [pro bono analysis of the Expo Corridor Transit Neighborhood Plan for Abundant Housing LA](https://abundanthousingla.org/expo-line-plan-moving-forward-the-good-the-bad-and-the-hopeful/).

[Read More](https://pactriglo.com/blog/expo-corridor-transit-neighborhood-plan)

[![](https://pactriglo.com/hubfs/idea4_technology_page.png)](https://pactriglo.com/blog/nexus-study-ellis-act-and-homeless-encampment-reports)

## [Nexus Study: Ellis Act and Homeless Encampment Reports](https://pactriglo.com/blog/nexus-study-ellis-act-and-homeless-encampment-reports)

 May 8, 2023, 12:10:52 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/nexus-study-ellis-act-and-homeless-encampment-reports#comments-listing)

In August 2020, Pactriglo published its Nexus Study between the location and timing of Ellis Act cases and reports of homeless encampments nearby Ellis Act sites. 

[Read More](https://pactriglo.com/blog/nexus-study-ellis-act-and-homeless-encampment-reports)

[![](https://pactriglo.com/hubfs/Pactriglo_QT_Free_Zones.png)](https://pactriglo.com/blog/level-up)

## [Level Up](https://pactriglo.com/blog/level-up)

 May 6, 2023, 12:12:41 PM / by [Benjamin Pezzillo](https://pactriglo.com/blog/author/benjamin-pezzillo) posted in [Geospatial](https://pactriglo.com/blog/topic/geospatial), [Data Science](https://pactriglo.com/blog/topic/data-science)

[0 Comments](https://pactriglo.com/blog/level-up#comments-listing)

When most people think about data, they think about spreadsheets and data files containing row after row of information in text and numerical values.

[Read More](https://pactriglo.com/blog/level-up)

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