โ† Back to list

๐Ÿ—ฝ What NYC Complains About in 2026

A Data Love Letter to the City

Anjali Kothawade ยท 2026-02-24 03:28 ยท 0 claps ยท 3.4 min read
#311 #new-york-city #complaints #python
Open on Medium โ†—
Wiki topics: ๐Ÿ’‘ ยท Relationships

๐Ÿ—ฝ What NYC Complains About in 2026

A Data Love Letter to the City

New York City doesnโ€™t sleep โ€” but it definitely complains.

In 2026 alone, thousands of residents dialed 311 to report everything from noise disturbances to sanitation issues to, yesโ€ฆ dog poop on sidewalks.

As someone living in NYC and passionate about data, I wanted to explore what these complaints reveal about the city I call home. So I downloaded the 2026 NYC 311 dataset and started digging.

Hereโ€™s what I found.

What Does NYC Complain About the Most?

When grouping complaints by type, a few categories clearly dominated.

The top 5 complaint types reveal a pattern:

Heat and hot water complaints rank first, as they are among the most basic necessities โ€” especially during winter storm weekends. Second are illegal parking complaints across all boroughs. Noise complaints are an ongoing, never-ending issue, followed by blocked driveways. Lastly, there are snow- or ice-related complaints.

This reinforces what many residents already know โ€” density creates friction. In a city this active and tightly packed, small disruptions feel amplified.

Behind each complaint is someone trying to make their neighborhood a little better.

Which Borough Complains the Most?

Breaking complaints down by borough shows clear differences in reporting volume.

Some boroughs generate significantly more 311 requests than others.

Data doesnโ€™t judge โ€” it reveals patterns.

How Fast Does NYC Respond?

To understand city efficiency, I calculated the resolution time:

Resolution Time = Closed Date โˆ’ Created Date

On average, complaints were resolved in 56.67 hours.

Some were closed quickly, while others took longer โ€” reflecting the complexity of municipal operations. Fixing a streetlight is different from addressing structural building issues.

The distribution of resolution time tells a story of scale and operational logistics behind the scenes of city governance.

When Does NYC Complain the Most?

By grouping complaints by date, one day stood out as the highest-volume reporting day of 2026.

Interestingly, the busiest complaint day fell on January 27, 2026 โ€” a Tuesday.

When analyzing patterns by day of the week, a noticeable trend emerged โ€” weekdays tend to see higher complaint volumes than weekends.

As I remember, this was just after the first snowstorm we had in January. Two days after that snowstorm, 311 received 19,225 complaints.

Isnโ€™t that crazy?

Sometimes data connects directly to lived experience.

Consecutively, the surrounding days also recorded some of the highest complaint volumes of the year:

  • 2026โ€“01โ€“28: 16,982
  • 2026โ€“01โ€“26: 15,727
  • 2026โ€“02โ€“01: 15,684
  • 2026โ€“01โ€“30: 15,448

Itโ€™s fascinating how one weather event can trigger such a massive spike in civic reporting.

Which Agencies Receive the Most Complaints?

Not all complaints go to the same city department.

By analyzing the top 10 agencies receiving complaints, we can see which departments handle the highest volume of public interaction.

This highlights the operational burden placed on certain agencies โ€” especially those responsible for sanitation, housing, and public safety-related services.

Clean horizontal bar visualizations made these differences immediately clear and presentation-ready.

Animal-Related Complaints โ€” A Surprisingly Large Category

Curious about more specific quality-of-life concerns, I filtered for animal-related complaints using keywords such as:

โ€˜dogโ€™, โ€˜raccoonโ€™, โ€˜animalโ€™, โ€˜poopโ€™, โ€˜petโ€™, โ€˜ratโ€™, โ€˜horseโ€™, โ€˜catsโ€™

Animal-related complaints accounted for a meaningful portion of total 311 activity.

Total animal-related complaints: 12,327

In a city filled with pets and limited green space, these issues become surprisingly significant.

The Dog Poop Analysis (Becauseโ€ฆ Itโ€™s NYC)

Personally, I wanted to check how many people were reporting this because I live in Brooklyn, and my neighborhood is filled with dogs.

Since the first snowstorm at the end of January, Iโ€™ve seen dog waste everywhere while walking on the sidewalks. When I say everywhere, I mean it โ€” on all the snow piles, dogs pee, leaving very interesting yellow marks.

Using keyword filtering, I isolated dog wasteโ€“related complaints and analyzed their borough distribution.

Findings:

  • Total dog poop complaints in 2026: 3,292
  • Borough with most complaints: Brooklyn โ€” 1,098 complaints
  • Borough with least complaints: Staten Island โ€” 91 complaints

Maybe Brooklyn has more dog owners. Or maybe residents are simply more proactive in reporting issues.

311 data captures reported issues โ€” not all issues.

Behind every complaint is a person who cares enough to report something.

A loud neighbor. An uncollected pile of trash. Or yes โ€” dog poop on the sidewalk.

311 data isnโ€™t just a complaint log. Itโ€™s civic engagement in action.

In a city this large and complex, the willingness of residents to participate in its upkeep might be the most New York thing of all โค๏ธ.

https://github.com/Anjalik24/What-NYC-Complains-About-in-2026


๋ฉ”ํƒ€๋ฐ์ดํ„ฐ
post_id
6eea7ea55a7e
slug
what-nyc-complains-about-in-2026-6eea7ea55a7e
url
https://medium.com/@ak10165/what-nyc-complains-about-in-2026-6eea7ea55a7e
canonical_url
https://medium.com/@ak10165/what-nyc-complains-about-in-2026-6eea7ea55a7e
author_url
https://medium.com/@ak10165
status
ok
fetched_at
2026-07-13 06:23:13