---
title: Are Atlanta's Winters Getting Colder and Snowier?
description: Are Atlanta's Winters Getting Colder and Snowier?
image: https://blog.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Blog%20Images/Imported_Blog_Media/snowyhighway_w640.jpg
---

English

- [English](https://blog.minitab.com/en/?hsLang=en)
- [Français](https://blog.minitab.com/fr/?hsLang=en)
- [Deutsch](https://blog.minitab.com/de/?hsLang=en)
- [Português](https://blog.minitab.com/pt/?hsLang=en)
- [Español](https://blog.minitab.com/es/?hsLang=en)
- [日本語](https://blog.minitab.com/ja/?hsLang=en)
- [한국어](https://blog.minitab.com/ko/?hsLang=en)
- [中文（简体）](https://blog.minitab.com/zh/?hsLang=en)

- [![Icon Partners](https://blog.minitab.com/hubfs/WCM/Partners.png) Partners](https://www.minitab.com/en-us/company/partners/)
- [![Icon Contact](https://blog.minitab.com/hubfs/WCM/Contact.png) Contact](https://www.minitab.com/en-us/company/contact-us/)
- [![Icon Talk to Minitab](https://blog.minitab.com/hubfs/WCM/Phone.png) Talk to Minitab](https://www.minitab.com/en-us/talk-to-minitab/)
- [![Icon My Account](https://blog.minitab.com/hubfs/WCM/MyAcct.png) My Account](https://licensing.minitab.com/account/manage)

[![Minitab](https://blog.minitab.com/hubfs/WCM/minitab-corp-logo.svg)](https://www.minitab.com/en-us/)

- Products
  
  Back
  
  [Products](https://www.minitab.com/en-us/products/)
  
  [All Products](https://www.minitab.com/en-us/products/) 
    - [Minitab Solution Center](https://www.minitab.com/en-us/products/minitab-solution-center/)
    - [Minitab Statistical Software](https://www.minitab.com/en-us/products/minitab/)
    - [Minitab Connect](https://www.minitab.com/en-us/products/connect/)
    - [Minitab Model Ops](https://www.minitab.com/en-us/products/model-ops/)
    - [Minitab Education Hub](https://www.minitab.com/en-us/products/education-hub/)
    - [Minitab Engage](https://www.minitab.com/en-us/products/engage/)
    - [Minitab Workspace](https://www.minitab.com/en-us/products/workspace/)
    - [Real-Time SPC](https://www.minitab.com/en-us/products/real-time-spc/)
    - [Prolink Data Collection & SPC](https://www.minitab.com/en-us/products/prolink)
    - [Simul8 Discrete Event Simulation](https://info.minitab.com/en/new-to-simul8?hsLang=en)
    - [SPM](https://www.minitab.com/en-us/products/spm/)
- Solutions
  
  Back
  
  [Solutions](https://www.minitab.com/en-us/solutions/)
  
  [All Solutions](https://www.minitab.com/en-us/solutions/) 
    - [Analytics](https://www.minitab.com/en-us/solutions/analytics/)
    - [Statistics & Predictive Analytics](https://www.minitab.com/en-us/solutions/analytics/statistical-analysis-predictive-analytics/)
    - [Data Science & Machine Learning](https://www.minitab.com/en-us/solutions/analytics/data-science-machine-learning/)
    - [Business Analytics & Intelligence](https://www.minitab.com/en-us/solutions/analytics/business-analytics-intelligence/)
    - [Statistical Process Control](https://www.minitab.com/en-us/solutions/analytics/statistical-process-control/)
    - [Quality Analytics](https://www.minitab.com/en-us/solutions/analytics/quality-analytics/)
    - [Live Analytics](https://www.minitab.com/en-us/solutions/analytics/live-analytics/)
    - [Reliability & Life Data Analysis](https://www.minitab.com/en-us/solutions/analytics/reliability/)
    - [Discrete Event Simulation](https://info.minitab.com/en/new-to-simul8?hsLang=en)
    - [Process Mining](https://info.minitab.com/en/new-to-simul8?hsLang=en)
    - [Key Capabilities](https://www.minitab.com/en-us/solutions/key-capabilities/)
    - [Continuous Improvement](https://www.minitab.com/en-us/solutions/key-capabilities/continuous-improvement/)
    - [Data Integration & Data Prep](https://www.minitab.com/en-us/solutions/key-capabilities/data-integration-data-prep/)
    - [Diagramming & Mind Mapping](https://www.minitab.com/en-us/solutions/key-capabilities/diagramming-mind-mapping/)
    - [Digital Twins](https://info.minitab.com/en/new-to-simul8?hsLang=en)
    - [Model Deployment & ML Ops](https://www.minitab.com/en-us/solutions/key-capabilities/model-deployment-ml-ops/)
    - [Innovation & Project Management](https://www.minitab.com/en-us/solutions/key-capabilities/innovation-project-management/)
    - [Process Excellence: Detect, Correct & Prevent](https://www.minitab.com/en-us/solutions/key-capabilities/process-excellence/)
    - [Featured Industries](https://www.minitab.com/en-us/solutions/industry/)
    - [Academic](https://www.minitab.com/en-us/solutions/industry/academic/)
    - [Energy & Natural Resources](https://www.minitab.com/en-us/solutions/industry/energy-resources/)
    - [Government & Public Sector](https://www.minitab.com/en-us/solutions/industry/government/)
    - [Healthcare](https://www.minitab.com/en-us/solutions/industry/healthcare/)
    - [Insurance](https://www.minitab.com/en-us/solutions/industry/insurance/)
    - [Manufacturing & Industrial](https://www.minitab.com/en-us/solutions/industry/manufacturing-industrial/)
    - [Services](https://www.minitab.com/en-us/solutions/industry/service-industries/)
    - [Software & Technology](https://www.minitab.com/en-us/solutions/industry/software-technology/)
    - [Construction](https://www.minitab.com/en-us/solutions/industry/construction/)
    - [Featured Roles](https://www.minitab.com/en-us/solutions/role/)
    - [Engineering](https://www.minitab.com/en-us/solutions/role/engineering/)
    - [Business Analysis](https://www.minitab.com/en-us/solutions/role/business-analysts/)
    - [Information Technology](https://www.minitab.com/en-us/solutions/role/information-technology/)
    - [Supply Chain](https://www.minitab.com/en-us/solutions/role/supply-chain/)
    - [Customer Service & Contact Center](https://www.minitab.com/en-us/solutions/role/customer-service-contact-center/)
    - [Human Resources](https://www.minitab.com/en-us/solutions/role/human-resources/)
    - [Marketing](https://www.minitab.com/en-us/solutions/role/marketing/)
    - [Research and Development](https://www.minitab.com/en-us/solutions/role/research-and-development/)
- Resources & Services
  
  Back
  
  [Resources & Services](https://www.minitab.com/en-us/resources-services/)
  
  [All Resources & Services](https://www.minitab.com/en-us/resources-services/) 
    - [Resources](https://www.minitab.com/en-us/resources-services/resources/)
    - [Case Studies](https://www.minitab.com/en-us/resources-services/resources/case-studies/)
    - [eBooks & White Papers](https://www.minitab.com/en-us/resources-services/resources/ebooks-and-white-papers/)
    - [Blog](https://blog.minitab.com/blog/?hsLang=en)
    - [Data Sets](https://www.minitab.com/en-us/resources-services/resources/data-set/)
    - [Webinars & Events](https://www.minitab.com/en-us/resources-services/resources/events/)
    - [Education Hub](https://www.minitab.com/en-us/resources-services/resources/education-hub/)
    - [Services](https://www.minitab.com/en-us/resources-services/services/)
    - [Training](https://www.minitab.com/en-us/resources-services/services/training/)
    - [Deployment](https://www.minitab.com/en-us/resources-services/services/deployment/)
    - [Consulting](https://www.minitab.com/en-us/resources-services/services/statistical-consulting/)
    - [Self-Paced Learning](https://www.minitab.com/en-us/resources-services/services/self-paced-learning/)
    - [Continuing Education](https://www.minitab.com/en-us/resources-services/services/continuing-education/)
- Support
  
  Back
  
  [Support](https://www.minitab.com/en-us/support/)
  
  [Technical Support](https://www.minitab.com/en-us/support/) 
    - [Subscriptions & Activation](https://www.minitab.com/en-us/support/subscriptions-and-activation/)
    - [Minitab Quick Start](https://www.minitab.com/en-us/support/quick-start/)
    - [Training](https://www.minitab.com/en-us/resources-services/services/training/)
    - [Installation Support](https://www.minitab.com/en-us/support/installation/)
    - [Support Videos](https://www.minitab.com/en-us/support/videos/)
    - [Support Documentation](https://www.minitab.com/en-us/support/documents/)
    - [Software Updates](https://www.minitab.com/en-us/support/software-updates/)
    - [Product Downloads](https://www.minitab.com/en-us/support/downloads/)
    - [Support Policy](https://www.minitab.com/en-us/support/policy/)
- Company
  
  Back
  
  [Company](https://www.minitab.com/en-us/company/)
  
  [Company](https://www.minitab.com/en-us/company/) 
    - [About Us](https://www.minitab.com/en-us/company/our-company/)
    - [Leadership Team](https://www.minitab.com/en-us/company/leadership-team/)
    - [Partners](https://www.minitab.com/en-us/company/partners/)
    - [Careers](https://www.minitab.com/en-us/company/careers/)
    - [Contact](https://www.minitab.com/en-us/company/contact-us/)
    - [News](https://www.minitab.com/en-us/company/press-releases/)

[Try/Buy](https://www.minitab.com/en-us/try-buy/)

- [Statistics](https://blog.minitab.com/en/blog/tag/statistics)
- [Data Analysis](https://blog.minitab.com/en/blog/tag/data-analysis)
  
    - <https://www.minitab.com/en-us/>
- [Quality Improvement](https://blog.minitab.com/en/blog/tag/quality-improvement)

- [Subscribe](https://info.minitab.com/blog/subscribe?hsLang=en)

![Minitab](https://20853177.fs1.hubspotusercontent-na1.net/hubfs/20853177/minitab-corp-logo.svg?t=1755011311618)

## Notice

You are now leaving minitab.com.

 Click Continue to proceed to:

 Continue

 Go Back

# Are Atlanta's Winters Getting Colder and Snowier?

 Minitab Blog Editor  |  2/12/2014

 Topics: [Statistics in the News](https://blog.minitab.com/en/blog/tag/statistics-in-the-news)

- [Share](https://www.linkedin.com/shareArticle?mini=true&url=https://blog.minitab.com/en/blog/adventures-in-statistics-2/are-atlantas-winters-getting-colder-and-snowier)
- [Share](https://www.facebook.com/sharer.php?u=https://blog.minitab.com/en/blog/adventures-in-statistics-2/are-atlantas-winters-getting-colder-and-snowier)

![Snowy highway](https://blog.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Blog%20Images/Imported_Blog_Media/snowyhighway_w640.jpg)Atlanta was a mess on January 28th, 2014.  Thousands were trapped on the roads overnight while others managed to get to roadside stores to camp out. Thousands of students were forced to spend the night in their schools and the National Guard was called in to get them home. Many wondered how less than three inches of snow could cripple the city, particularly when Atlanta had experienced a similar storm in 2011?

This traumatic event, the recollection of recent snow storms, and now the current storm prompted some to wonder whether Atlanta has been experiencing more cold and snow than before. How unusual was that January day?

To answer this question, I'll use data from [NOAA’s National Climatic Data Center](http://www.ncdc.noaa.gov/). This long-term data set allows us to put the recent snowy patch into a historical perspective. You can get the NOAA data in this [Minitab project file](https://cdn2.content.compendiumblog.com/uploads/user/458939f4-fe08-4dbc-b271-efca0f5a2682/742d7708-efd3-492c-abff-6044d78e3bbd/File/059cc2a77b339aebc01e693bd110764a/noaa_atlanta_hartsfield.MPJ).

The data are from Atlanta's Hartsfield International Airport and range from 1930 to the present. That’s 84 winters! I’ll use Minitab’s [time series plots](https://blog.minitab.com/blog/statistics-and-quality-data-analysis/time-series-plots-theres-gold-in-them-thar-hills?hsLang=en) to determine whether the temperatures and snowfall have changed over time.

## Low Temperatures in Atlanta

Let's take a look at the temperatures and see how the current winter compare to previous winters. I'll look at both the average low temperature and the extreme low temperature for all months in Atlanta. The green circles represent January 2014.

![Average low monthly temperatures in Atlanta](https://blog.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Blog%20Images/Imported_Blog_Media/averagelow_w640-3.gif)

In the time series plot above, you can see that while January 2014 is on the low end of the regular distribution of temperature data, it's not an unprecedented value. In fact, you only have to go back three years to find a month that is within several degrees. The average monthly lows have not gotten lower over the decades, but have been stable over time.

The extreme low temperature time series plot below tells a slightly different story.

![Historical extreme low monthly temperatures for Atlanta](https://blog.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Blog%20Images/Imported_Blog_Media/extremelow_w640-3.gif)

While the average lows follow a consistent pattern since 1930, the extreme lows are slightly different. It appears that up to January 1985 (the purple circle), there were a number of months that had more extreme cold than any month after 1985. In other words, the monthly averages are stable, but Atlanta has avoided the most extreme cold for nearly 30 years.

## Snowfall in Atlanta

![Total monthly snowfall in Atlanta](https://blog.minitab.com/hubfs/B2BML%20-%20NEW%20FILE%20MANAGER%20STRUCTURE/Blog%20Images/Imported_Blog_Media/monthlysnow_w640-3.gif)

This time series plot shows Atlanta's total monthly snowfall. January 2014 doesn't stand out as an usual snow month. In fact, you can see three recent months that had more snow! There have been plenty of far worse snow storms. January 1940 had three times the snowfall with 8.3 inches! There is no increasing trend in snowfall.

## Why We Need Data

The weather data show how imperfect memories can be. It turns out that Atlanta's winters are no colder or snowier in the recent past than they were decades ago. In fact, 1930-1985 saw more extreme cold temperatures, while the averages stay constant. January's snowfall was not unusual.

Human memory is too imperfect to reliably assess long-term trends. Memories fade, change, and can be selectively retained or forgotten. On top of that, not everyone has experienced Atlanta weather long enough to know what’s normal.

Analyzing trustworthy data gives you the ability to avoid subjective assessment based on imperfect memories. Minitab [statistical software](http://www.minitab.com/en-us/products/minitab/) and data provide an unbeatable combination that can answer almost any question.

 

## You Might Also Like

<https://blog.minitab.com/en/blog/better-together-pairing-online-and-in-person-learning-is-key-to-developing-critical-analytical-skills?hsLang=en>

[Better Together: Pairing Online and In-Person Learning is Key to Developing Critical Analytical Skills](https://blog.minitab.com/en/blog/better-together-pairing-online-and-in-person-learning-is-key-to-developing-critical-analytical-skills?hsLang=en)

[Data Analysis](https://blog.minitab.com/en/blog/tag/data-analysis)  | 5 Minute Read

<https://blog.minitab.com/en/blog/honoring-women-in-math-and-statistics?hsLang=en>

[Against the Odds: Honoring Women in Math and Statistics](https://blog.minitab.com/en/blog/honoring-women-in-math-and-statistics?hsLang=en)

[Statistics](https://blog.minitab.com/en/blog/tag/statistics)  | 5 Minute Read

<https://blog.minitab.com/en/blog/demystifying-cbd-oil-potency-with-statistical-methodology?hsLang=en>

[Don't Stop 'Til You Get Enough: Demystifying CBD Oil Potency with Statistical Methodology](https://blog.minitab.com/en/blog/demystifying-cbd-oil-potency-with-statistical-methodology?hsLang=en)

[Food Manufacturing](https://blog.minitab.com/en/blog/tag/food-manufacturing)  | 3 Minute Read

---

- [Careers](https://www.minitab.com/en-us/company/careers/)
- [Trust Center](https://www.minitab.com/en-us/trust-center/)
- [Suppliers](https://www.minitab.com/en-us/suppliers/)
- [Site Map](https://www.minitab.com/en-us/site-map/)

- [![linkedin](https://blog.minitab.com/hubfs/WCM/linkedin-1.png)](https://www.linkedin.com/company/minitab/)
- [![facebook](https://blog.minitab.com/hubfs/WCM/facebook.png)](https://www.facebook.com/Minitab/)
- [![youtube](https://blog.minitab.com/hubfs/WCM/youtube.png)](https://www.youtube.com/user/MinitabInc)
- [![instagram](https://blog.minitab.com/hubfs/WCM/instagram.png)](https://www.instagram.com/minitab/)

---

© 2025 Minitab, LLC. All Rights Reserved.

- [Terms of Use](https://www.minitab.com/en-us/legal/terms-of-use/)
- [Privacy Policy](https://www.minitab.com/en-us/legal/privacy-policy/)
- [Legal](https://www.minitab.com/en-us/legal/)

- Cookies Settings