Methodology & Data Quality
How CleanBlock documents cleanup activity, protects privacy, and turns community action into useful environmental information.
CleanBlock is designed to document litter that people actually remove from their communities.
A cleanup is more useful when we know not only that litter was removed, but also what was removed, approximately how much, and where the cleanup occurred.
This information can help communities understand litter patterns over time, document volunteer impact, identify common types of waste, support cleanup planning, and create a clearer record of environmental stewardship.
CleanBlock is not designed to track people's movements. Location information is used to document where litter was removed.
Depending on the cleanup type, CleanBlock may record:
- number of litter pieces removed
- litter item or category
- bags collected
- time volunteered
- estimated or measured weight
- before and after photos
- cleanup municipality
- county and state geography derived from the cleanup location
- cleanup type
- hazards or large items when reported
Users are not required to provide every possible field for every cleanup. Different cleanup types collect different levels of detail.
Personal Impact vs Geographic Impact
Personal impact answers: Who did the cleanup?
Geographic impact answers: Where was the litter removed?
Example
A volunteer lives in Agawam, Massachusetts. They remove:
- 100 pieces in Agawam
- 200 pieces in West Springfield
Personal impact: 300 pieces
Geographic impact:
Agawam = 100 pieces
West Springfield = 200 pieces
The cleanup is attributed to where the litter was actually removed, not where the volunteer lives.
What CleanBlock Data Does Not Automatically Mean
- More pieces removed does not necessarily mean an area has more litter overall.
- Fewer pieces removed does not necessarily mean an area is cleaner.
- Volunteer participation varies by location.
- Not every piece of litter is documented.
- User-entered information can contain mistakes.
- Estimated weights are estimates.
- Community cleanup data is not automatically equivalent to a controlled scientific sampling study.
- CleanBlock should not be used alone to make conclusions beyond what the data supports.
Transparency Statement
CleanBlock's goal is to make community environmental action easier to document without overstating what the data means.
When data is confirmed, estimated, unresolved, historical, or excluded from a statistic, CleanBlock should say so.
Transparency is more valuable than making the numbers look larger.
Questions about this methodology? Contact us
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