●Industry 11

Government & nonprofit
from public data to accountable action.

Transparent chart workflows for program teams, policy analysts, fundraisers, and public communicators working with community outcomes.

Industry context How the work happens

Not a generic chart request.

Public-interest visualization must make definitions, eligibility, population, period, and limitations clear. Each scenario connects service or program data to an allocation, policy, outreach, or accountability decision.

3 Detailed workflows on this page

01
Monthly review of community service demandMunicipal service delivery analyst
02
Workforce program outcome report to a funderNonprofit monitoring and evaluation manager
03
Public explanation of capital budget allocationCity budget communications manager

Scenario 01 Municipal service delivery analyst

Monthly review of community service demand

Trigger

Housing-support requests rose before winter and the city must allocate temporary outreach capacity by district.

Business question

Which districts show sustained growth rather than a one-month reporting spike?

Source data

De-identified monthly service requests by district, deduplicated by case and separated from information-only contacts.

Decision

Add mobile intake days in East and South districts for the next eight weeks.

Deliverable

A district trend animation for the service coordination meeting and public dashboard summary.

NEW ELIGIBLE REQUESTS · MONTHLY

Housing-support demand is rising in two districts

CentralEastSouthWest

What the chart should make obvious

East and South rise for four consecutive months while Central and West remain stable, supporting geographically targeted capacity.

Deduplicate cases
Define eligibility
Avoid mapping small-area sensitive records

Build with Multi-line Signals

View the exact example data

Month,Central,East,South,West
May,118,84,79,91
Jun,121,92,85,88
Jul,116,108,94,90
Aug,124,129,113,92
Sep,127,151,136,95
Oct,130,168,149,97

Synthetic example data for demonstrating the workflow. Replace it with approved source data before publishing.

Scenario 02 Nonprofit monitoring and evaluation manager

Workforce program outcome report to a funder

Trigger

An annual grant report needs to show participant progress without collapsing multiple outcomes into one success rate.

Business question

Where did the program meet targets, and which transition still requires redesign?

Source data

Participant milestones from the case-management system, with outcome definitions and follow-up window fixed in the grant plan.

Decision

Continue training delivery but invest in employer matching and 90-day retention support.

Deliverable

A progress-stack animation for the funder presentation and a static result table in the report.

PARTICIPANT OUTCOMES · % OF ELIGIBLE COHORT

Training met target; job retention did not

Completed training88%

Earned credential76%

Entered employment61%

Retained at 90 days47%

What the chart should make obvious

Training and credentials convert strongly, but fewer than half of eligible participants remain employed at 90 days, locating the redesign after placement.

Use the eligible denominator
State follow-up window
Pair percentages with participant counts

Build with Progress Stack

View the exact example data

Outcome,Result
Completed training,88
Earned credential,76
Entered employment,61
Retained at 90 days,47

Synthetic example data for demonstrating the workflow. Replace it with approved source data before publishing.

Scenario 03 City budget communications manager

Public explanation of capital budget allocation

Trigger

Council approves a five-year capital plan and residents need a clear explanation of where the money goes.

Business question

How is the approved total divided across infrastructure priorities, and what is included in ‘other’?

Source data

Adopted capital plan totals grouped by published program category, reconciled to the approved budget.

Decision

Use the public chart to support accountability and route detailed questions to project-level tables.

Deliverable

A donut reveal for the budget presentation and accessible PNG for the city website.

What the chart should make obvious

Transit and water account for 54% of the adopted plan; ‘Other’ remains small enough to define explicitly in accompanying copy.

Reconcile to the approved total
Define the Other category
Publish a table for exact project amounts

Build with Share Donut

View the exact example data

Program,Budget
Transit,420
Water,365
Roads,278
Public facilities,192
Parks,118
Other,87

Synthetic example data for demonstrating the workflow. Replace it with approved source data before publishing.

Production From example to output

Turn the scenario into your chart

Use the example dataset to test the visual structure, then replace it with approved data from the named source system and validate the decision context before export.

FAQ Industry questions

Before you publish

What context should public-sector charts include?

State the population or denominator, eligibility, reporting period, program definition, data update date, exclusions, and whether figures are approved, estimated, or illustrative.

How can nonprofit outcome charts avoid overclaiming?

Separate outputs from outcomes, use the planned denominator and follow-up window, report attrition or missing data, and avoid attributing change to the program without an appropriate evaluation design.

Ready to make
your data move?

Open the studio

Government & nonprofitfrom public data to accountable action.

Not a generic chart request.

East and South rise for four consecutive months while Central and West remain stable, supporting geographically targeted capacity.

Training and credentials convert strongly, but fewer than half of eligible participants remain employed at 90 days, locating the redesign after placement.

Transit and water account for 54% of the adopted plan; ‘Other’ remains small enough to define explicitly in accompanying copy.

Turn the scenario into your chart

How to create an animated chart from CSV data

Prepare CSV data for animated charts

Before you publish

Ready to makeyour data move?

Government & nonprofit
from public data to accountable action.

Ready to make
your data move?