JAR Crime Mapper

Agent User Guide

Section 1 of 9

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Workflow: choose a track, read one section, then send a template into the panel with Use In Panel or run it immediately with Run Now.

Sections 9/9

System Architecture

architecture

Analyst

The dashboard has two cooperating surfaces: map exploration and a planning agent. The agent can run multiple analytics calls and return narratives, charts, tables, and overlays.

CrimeMapper provides geospatial discovery and map rendering.
Analysis Agent parses intent, executes tools, then composes a structured report.
Planner traces expose what was run so outputs are auditable.

Suggested Outputs

Narrative

Charts

Tables

Map overlays

Models / Tables

Crimes

CrimeCategories

AdminAreas

APIs / Events

POST /api/analysis/agent/chat

GET /api/meta/boroughs

Try It In Agent

System capability scan

Depth standard

Executive Summary

Give me a capability scan of this dataset: what analyses are strongest now, what is weak due to coverage, and what next 3 analyses would give the highest decision value.

Month (YYYY-MM)

Results (0)

Date	Category	Street	Outcome

Interactive Analysis Agent

Full DB aggregates (server-side tools)

Ask for charts, comparisons, drilldowns, and suggested next analyses. The agent queries the full crime database through safe server-side analytics tools.

System Status

Summary freshness, coverage status, and refresh controls live here when you need them.

Loading summary status...

Loading coverage snapshot...

1. Choose a question

Pick a guided question first. You only need to edit the wording if you want something custom.

16 guided questions

Broad view

All boroughs | No fixed date window

Category: all-crime

2. Set dates and place

Start month

End month

Borough

Type or pick a borough

Category

Choose the crime category for guided runs

Popular boroughs

All boroughs

York

Somerset

West Berkshire

Buckinghamshire

County Durham

Cornwall

Doncaster

Fife

Guided questions will use this scope automatically when you click `Use` or `Run`.

Check before running

Looks good

You are about to run a guided analysis across all boroughs, on all crime.

Guided questionsScroll sideways to see more

Filter the guided questions by topic, task, or wording.

Recommended category for this scope: Overview

All (16)

Overview (2)

Hotspots (3)

Change (3)

Compare (3)

Outcomes (2)

Forecast (2)

Action (1)

Best for this scope

Summarize data

Fast read

Broad view

What is the big picture?

Quickest path to a plain-English summary of trends, categories, outcomes, and where the pressure sits.

Give me an executive summary of crime trends, top categories, outcomes, and borough differences for the active filters.

Find hotspots

Best first question

Area view

Where are the main hotspot areas?

Best first click for broad date ranges; gives the clearest area-level hotspot answer without forcing slow coordinate scans.

Find the strongest hotspot areas for all crime in the selected window, explain what is driving them, and compare the top two hotspot areas using the best available area-level map view.

Summarize data

Category focus

Executive Summary

Which crime type is driving the most pressure?

Best for isolating the leading category and understanding where and how it is concentrated.

Identify which crime category is driving the most pressure in the selected filters, explain where it is concentrated, and show what makes it stand out from the rest.

Compare areas

Best for action

Geography Compare

Which areas need attention most?

Compares boroughs and highlights where pressure, outcomes, or risk look worst.

Compare the highest-pressure boroughs for the active filters and identify which areas need the most attention, why, and what separates them.

Summarize data

Action plan

Executive Summary

What should teams do first in the active filters?

Best for turning the data into a short operational priority list rather than just describing the problem.

Turn the analysis for the selected filters into a short operational priority list: identify the top issues, explain what is driving them, and recommend the most important next actions.

Explain a spike

Best for change

Diagnose Spike

What changed recently?

Best for recent movement, changing hotspots, and what shifted versus the prior comparable period.

Show what changed in the most recent months versus the prior comparable period, including the biggest movers by category, borough, and hotspots.

Find hotspots

Drivers

Hotspots

What is driving the hotspot pattern?

Explains the category and outcome mix behind the strongest hotspot areas rather than just ranking them.

Explain what is driving the strongest hotspot areas in the selected filters, including the main categories, outcomes, and repeat street patterns behind them.

Compare areas

Area focus

Geography Compare

Which area is carrying the most pressure?

Finds the strongest area or borough in scope and explains the local mix behind it.

Identify which borough is carrying the most pressure in the selected filters, explain why, and show the categories, outcomes, and hotspot patterns behind it.

Summarize data

Outcomes

Executive Summary

How are cases being resolved?

Best for understanding outcomes, no-suspect pressure, and whether resolution mix looks healthy.

Analyse the outcome mix for the selected filters, identify where no-suspect or low-resolution pressure is highest, and explain which categories, boroughs, or hotspots are driving it.

Summarize data

Resolution risk

Executive Summary

Where is low resolution hurting us most?

Focuses on unresolved outcomes and where resolution quality looks weakest.

Identify where low-resolution or no-suspect outcomes are hurting us most in the selected filters, explain which categories and areas drive it, and recommend the most useful follow-up actions.

Compare areas

Benchmark

Geography Compare

Which boroughs look similar and which stand out?

Best for finding peer groups, outliers, and unusual pressure patterns across areas.

Identify which boroughs look most similar and which stand out across the selected filters, focusing on category mix, outcomes, trend shape, and hotspot pressure.

Explain a spike

Spike check

Diagnose Spike

Was there a spike or drop worth explaining?

Looks for the clearest jump or dip in the selected window and explains what caused it.

Find the strongest spike or drop in the selected window, explain which categories, outcomes, and areas drove it, and compare it with the surrounding periods.

Explain a spike

Deterioration

Diagnose Spike

What is getting worse fastest?

Best for finding the categories, places, or outcomes that are deteriorating rather than just high-volume.

Find the categories, boroughs, outcomes, and hotspot areas getting worse fastest in the selected filters, and explain what changed.

Find hotspots

Pattern check

Hotspots

Are these hotspots persistent or episodic?

Best for testing whether the strongest hotspots keep repeating or are driven by short-lived spikes.

Investigate whether the strongest hotspot areas and streets are persistent or episodic by comparing them across months in the selected window.

Forecast trend

Forward look

Forecasting

What should we watch next?

Forward-looking view of likely trouble spots, uncertainty, and the next things to monitor.

Forecast the next 6 months for the active filters, explain uncertainty, and identify the boroughs, categories, or hotspots we should watch most closely.

Forecast trend

Pattern forecast

Forecasting

Do we have a seasonal or repeating pattern?

Looks for recurring monthly patterns rather than one-off changes.

Check whether the selected filters show a seasonal or repeating pattern, and explain which categories, boroughs, or hotspot areas contribute most to it.

Advanced question library (220)

11 categories

22 recommended

Simple mode shows curated recommended presets across all categories.

Click a preset to preview details and auto-fill the analysis prompt.

Choose a preset to fill the input and auto-tune depth, length, goal, and budgets. Use Run Analysis to execute.

3. Review and run

Review the current setup, then run it. You only need the editor below if you want to rewrite the question.

Hotspot Map: All Crime

Question to run

Press Ctrl+Enter (or Cmd+Enter) to run

Answer style

Most users only need the style below. Open `Customize answer` only if you want more control.

Analysis Style

Best default for most questions.

Data Strategy

Auto

Lets the agent choose the best analysis path based on the question and available data.

Mode Auto

Style Balanced

Length standard

Goal Auto

Metrics on

Customize answer

Length

Balanced answer length.

Report Goal

Planner infers the best objective from your prompt.

Advanced Budgets

Planner Call Budget

Optional override (1-64). Leave blank for auto.

Metric Budget

Optional metric-evidence planner budget (0-32).

Include suggested metrics

Uses the preset "Hotspot Map: All Crime" with the current scope.

Always run second-level street enrichmentFast analysis returns first. Street-level enrichment runs in the background and refreshes this result when ready.