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Spurious correlation #4,055 · View random

A linear line chart with years as the X-axis and two variables on the Y-axis. The first variable is The number of cooks, short order in Georgia and the second variable is Season wins for the Atlanta Falcons.  The chart goes from 2003 to 2022, and the two variables track closely in value over that time. Small Image
Download png
, svg

AI explanation

As the number of cooks, short order in Georgia decreases, there is a corresponding decrease in the availability of delicious, perfectly cooked pre-game meals for the Atlanta Falcons. This leads to a decline in overall team morale, as the players are no longer fueled by the savory goodness they once enjoyed. Without the proper sustenance, the Falcons find themselves unable to effectively outmaneuver their opponents on the field, ultimately leading to a drop in their season wins. It's a classic case of 'you are what you eat' taking a toll on professional sports performance.

Model: dalle-3
Prompt: Prompt: Generate a realistic image of a bustling diner in Georgia filled with cooks wearing Falcons aprons. The cooks are skillfully flipping pancakes and frying eggs on a sizzling grill. Capture the competitive spirit and fervent energy in the kitchen as the Atlanta Falcons consistently secure touchdowns and interceptions with every flip and perfectly fried egg. Depict the scene in a way that communicates the winning vibe and the victorious season of the Atlanta Falcons. The depiction should include only scenes, people, and objects, it should not include text or speech bubbles.
This image generation prompt was also generated by AI, using the following sequence:

Model: gpt-3.5-turbo-1106
System prompt: You select one of a few potential scene descriptors that seems to go along with the variables described. You respond only with the scene descriptions provided and say nothing else.
User prompt: Here are two variables: The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. Given these, which of the following image style descriptions seems most appropriate? Pick the one that seems to be related to one of the variables at hand. Please respond with only one of the following potential descriptions: Art nouveau Realistic Hyper-realistic Minimalism Surrealism
ChatGPT: Realistic

Model: gpt-3.5-turbo-1106
System prompt: You describe simple visual scenes that depict the two variables stated. You combine both variables into one scene.
User prompt: Please describe a visual scene that prominently depicts both The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons, in the following situation: Because the number of cooks wearing Falcons aprons doubled, the Atlanta Falcons scored more season wins in Georgia. With each flip of a pancake, a touchdown was secured, and every perfectly fried egg correlated with an interception. The sizzle of the grill fueled the team's competitive spirit, leading to their victorious season.. Keep the description simple.
ChatGPT: In a bustling diner in Georgia, the number of cooks in Falcons aprons doubled. As they skillfully flipped pancakes and fried eggs, the sizzle of the grill fuelled the competitive spirit of the Atlanta Falcons. With every flip, a touchdown was secured, and every perfectly fried egg led to an interception. This fervent kitchen energy translated into a victorious season for the Atlanta Falcons.

Model: gpt-3.5-turbo-1106
System prompt: You write and improve image generation prompts for DALLE-3. You maintain the same subjects, but enhance the visuals.
User prompt: Please respond with an image generation prompt that would be likely to create an interesting visual using DALLE-3, using the following style: [ Realistic ] and depicting this scene: In a bustling diner in Georgia, the number of cooks in Falcons aprons doubled. As they skillfully flipped pancakes and fried eggs, the sizzle of the grill fuelled the competitive spirit of the Atlanta Falcons. With every flip, a touchdown was secured, and every perfectly fried egg led to an interception. This fervent kitchen energy translated into a victorious season for the Atlanta Falcons. Keep the visual depiction simple. Do not include any words or speech bubbles.
ChatGPT: Prompt: Generate a realistic image of a bustling diner in Georgia filled with cooks wearing Falcons aprons. The cooks are skillfully flipping pancakes and frying eggs on a sizzling grill. Capture the competitive spirit and fervent energy in the kitchen as the Atlanta Falcons consistently secure touchdowns and interceptions with every flip and perfectly fried egg. Depict the scene in a way that communicates the winning vibe and the victorious season of the Atlanta Falcons.

*Variations in the User Prompts from chart to chart are just the result of random number generation in Python. I wrote a few arrays of various styles and methods to ask questions to change up the results. Every time this site writes an explanation or generates an image, the script picks from each at random.

I sequence the requests into multiple prompts because I find GPT 3.5 to perform much better with short, well-managed contexts. Thus, I track the context directly in Python and only ask ChatGPT targeted questions.

Model: gpt-3.5-turbo-1106 (fine-tuned)
System prompt: You provide humorous responses in the form of plausible sounding explanations for correlations. You assume the correlation is causative for the purpose of the explanation even if it is ridiculous. You do not chat with the user, you only reply with the causal connection explanation and nothing else.
User prompt: Please make up a funny explanation for how a decrease in The number of cooks, short order in Georgia caused Season wins for the Atlanta Falcons to decrease.\Make it sound serious until the end.

AI academic paper

(Because p < 0.01)
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

Journal of Culinary Sports Science

Jan 2024

Reminder: This paper is AI-generated. Not real!
Quick note: This sequence is long and repetitive. That's how the prompt engineering works for this one. I manage the output in Python to format it into this PDF.




Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You write titles and abstracts of goofy academic research papers.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, and add unexpected twists in your writing.

Please draft the title and abstract of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Make the title punny if you can come up with clever pun. If not, make it sound serious.

Your research team used data from Bureau of Larbor Statistics and Pro-Football-Reference.com to assess this nagging question. You found a correlation coefficient of 0.6143161 and p < 0.01 for 2003 to 2022.

Please respond in this format (replace "Lorem ipsum dolor sit" with your title and abstract)

[[TITLE]]
Lorem ipsum dolor sit

[[ABSTRACT]]
Lorem ipsum dolor sit



ChatGPT:
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft the introduction section of an academic research paper.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up the introduction section of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Stay serious and dry most of the time, but then occasionally let your wit shine through.

Here is the title and abstract of the paper:
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

-------

Your response should start like this:

[[INTRODUCTION]]



ChatGPT:
[[INTRODUCTION]]

As the iconic song goes, "Georgia on my mind," and apparently, Georgia has also found its way onto the minds of NFL enthusiasts and culinary connoisseurs alike. In this paper, we embark on a rather unconventional investigation into the correlation between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. You may be asking yourself, "What in the world do juicy burgers and crispy fries have to do with touchdown passes and field goals?" Well, prepare to be 'served' with some unexpected findings.

It seems that the subtleties of a perfectly crafted omelette and the precision of a well-executed play may not be as unrelated as one might assume. Despite everyone's best efforts, it seems we can't escape the kitchen, even when trying to analyze sports statistics. But fear not, dear reader, as we venture forth into this intriguing blend of sports and culinary arts, armed with nothing but data, statistical methods, and a healthy dose of humor.

It's often said that "too many cooks spoil the broth," but could it be that in the case of the Atlanta Falcons, the more cooks there are, the richer the trophy cabinet becomes? It's a question that has left researchers 'stirred' and 'sautéed' for quite some time, but our study aims to 'whisk' away the mystery and bring the truth to the surface. So, grab your apron and spatula, as we dive headfirst into this unexpected convergence of two seemingly divergent worlds.

Just as a well-timed joke can bring levity to a serious situation, it appears that the number of short order cooks in Georgia may be seasoning the recipe for success for the Atlanta Falcons. Yes, you read that 'grill.' It could just be that the sizzle and aroma of a busy kitchen are serving up wins for the team on the gridiron.


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft a literature review section of an academic research paper, that starts out dry for the first few sentences but then becomes hilarious and goofy.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up a literature review section of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Speak in the present tense for this section (the authors find...), as is common in academic research paper literature reviews. Name the sources in a format similar to this: In "Book," the authors find lorem and ipsum.

Make up the lorem and ipsum part, but make it sound related to the topic at hand.

Start by naming serious-sounding studies by authors like Smith, Doe, and Jones - but then quickly devolve. Name some real non-fiction books that would be related to the topic. Then name some real fiction books that sound like they could be related. Then devolve ever further, and mention something completely ridiculous, like you conducted literature review by reading the backs of shampoo bottles.

Here is the title and abstract of the paper:
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

-------

And here is the introduction section that led to this literature review:
[[INTRODUCTION]]
As the iconic song goes, "Georgia on my mind," and apparently, Georgia has also found its way onto the minds of NFL enthusiasts and culinary connoisseurs alike. In this paper, we embark on a rather unconventional investigation into the correlation between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. You may be asking yourself, "What in the world do juicy burgers and crispy fries have to do with touchdown passes and field goals?" Well, prepare to be 'served' with some unexpected findings.
It seems that the subtleties of a perfectly crafted omelette and the precision of a well-executed play may not be as unrelated as one might assume. Despite everyone's best efforts, it seems we can't escape the kitchen, even when trying to analyze sports statistics. But fear not, dear reader, as we venture forth into this intriguing blend of sports and culinary arts, armed with nothing but data, statistical methods, and a healthy dose of humor.
It's often said that "too many cooks spoil the broth," but could it be that in the case of the Atlanta Falcons, the more cooks there are, the richer the trophy cabinet becomes? It's a question that has left researchers 'stirred' and 'sautéed' for quite some time, but our study aims to 'whisk' away the mystery and bring the truth to the surface. So, grab your apron and spatula, as we dive headfirst into this unexpected convergence of two seemingly divergent worlds.
Just as a well-timed joke can bring levity to a serious situation, it appears that the number of short order cooks in Georgia may be seasoning the recipe for success for the Atlanta Falcons. Yes, you read that 'grill.' It could just be that the sizzle and aroma of a busy kitchen are serving up wins for the team on the gridiron.

-------

Your response should start like this:

[[LITERATURE REVIEW]]



ChatGPT:
[[LITERATURE REVIEW]]

In their seminal work, Smith and Doe (2010) explore the impact of culinary influences on professional sports teams. Their study, "The Art of Culinary Correlations," uncovers surprising connections between the number of short order cooks in a given geographic area and the performance of local sports franchises. They posit that the presence of skilled kitchen artisans may lead to a heightened sense of culinary satisfaction within the community, subsequently translating into enhanced morale and performance for sports teams. Imagine that, a well-cooked meal leading to well-executed plays on the field - talk about a win-win situation!

Another study by Jones (2015) delves into the cultural and economic significance of short order cooks in the state of Georgia. "Griddling Up the Peach State: A Culinary Census" presents an in-depth analysis of the proliferation of short order cooks in diners across Georgia, shedding light on their role as unsung heroes of the state's culinary scene. This detailed examination provides valuable context for understanding the potential impact of these culinary maestros on the fortunes of the Atlanta Falcons. It's almost as if these cooks are 'spicing' up more than just the food they prepare.

Expanding beyond the realm of academic literature, non-fiction works such as "Kitchen Confidential" by Anthony Bourdain and "Bringing It to the Table: On Farming and Food" by Wendell Berry offer insights into the artistry and significance of culinary craftsmanship. While these books may not directly address the correlation between short order cooks and football victories, they lay the groundwork for appreciating the broader impact of culinary expertise on community dynamics and emotional well-being. In the end, it's about seeing the 'big picture' of how food and sports intersect.

On the fictional front, novels like "Like Water for Chocolate" by Laura Esquivel and "Chocolat" by Joanne Harris transport readers into the realm of magical realism, where the preparation of delectable dishes seemingly infuses the world with enchantment and wonder. While these narratives may be works of fiction, they remind us that the act of cooking can wield a profound influence over human experiences and relationships, perhaps even extending to the realm of competitive sports. As they say, "food for thought" takes on a whole new meaning!

In the pursuit of a comprehensive literature review, it is important to cast a wide net for sources of insight. Therefore, in the spirit of thoroughness, the authors also carefully considered the wisdom imparted by the backs of shampoo bottles. While these unconventional sources did not yield direct evidence of the culinary-sports nexus, they did provide a refreshing perspective on the importance of thorough rinsing and repeat applications. Who knew that the secret to victory lay in lather, rinse, and repeat?


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft the methodology section of an academic research paper.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up the methodology section of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Stay serious and dry most of the time, but then occasionally let your wit shine through.

Your research team collected data from all across the internet, but mostly just used information from Bureau of Larbor Statistics and Pro-Football-Reference.com . You used data from 2003 to 2022

Make up the research methods you don't know. Make them a bit goofy and convoluted.

Here is the title, abstract, and introduction of the paper:
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

[[INTRODUCTION]]
As the iconic song goes, "Georgia on my mind," and apparently, Georgia has also found its way onto the minds of NFL enthusiasts and culinary connoisseurs alike. In this paper, we embark on a rather unconventional investigation into the correlation between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. You may be asking yourself, "What in the world do juicy burgers and crispy fries have to do with touchdown passes and field goals?" Well, prepare to be 'served' with some unexpected findings.
It seems that the subtleties of a perfectly crafted omelette and the precision of a well-executed play may not be as unrelated as one might assume. Despite everyone's best efforts, it seems we can't escape the kitchen, even when trying to analyze sports statistics. But fear not, dear reader, as we venture forth into this intriguing blend of sports and culinary arts, armed with nothing but data, statistical methods, and a healthy dose of humor.
It's often said that "too many cooks spoil the broth," but could it be that in the case of the Atlanta Falcons, the more cooks there are, the richer the trophy cabinet becomes? It's a question that has left researchers 'stirred' and 'sautéed' for quite some time, but our study aims to 'whisk' away the mystery and bring the truth to the surface. So, grab your apron and spatula, as we dive headfirst into this unexpected convergence of two seemingly divergent worlds.
Just as a well-timed joke can bring levity to a serious situation, it appears that the number of short order cooks in Georgia may be seasoning the recipe for success for the Atlanta Falcons. Yes, you read that 'grill.' It could just be that the sizzle and aroma of a busy kitchen are serving up wins for the team on the gridiron.

-------

Your response should start like this:

[[METHODOLOGY]]



ChatGPT:

[[METHODOLOGY]]

To investigate the purported connection between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons, we employed a multi-faceted approach that combined data collection, statistical analysis, and a dash of investigative flair. Our research team scoured the databases of the Bureau of Labor Statistics and Pro-Football-Reference.com to extract pertinent information regarding employment figures for short order cooks in Georgia and the Atlanta Falcons' season performance from 2003 to 2022.

We cooked up a rather 'whisk'y method for this study, starting with the preparation of a comprehensive dataset comprising the number of short order cooks employed in Georgia and the Atlanta Falcons' total season wins. Like a well-balanced meal, our recipe for data collection involved meticulous attention to detail – much like a chef meticulously preparing a complex dish. Just like ordering a steak, we made sure to get the 'rare' details and not leave anything 'half-baked' (pun intended).

Once the raw data had been assembled, we turned up the heat with some robust statistical analyses. Our team utilized correlation and regression analyses to assess the strength and direction of the relationship between the number of short order cooks and the Falcons' season wins, controlling for potential confounding variables such as team roster changes, injuries, and overall team performance. Our statistical 'garlic' was strong, ensuring that our conclusions were not 'half-baked' and could withstand the 'heat' of scrutiny.

Additionally, we conducted a series of comparative analyses, including a regional comparison of short order cook employment and an examination of the Falcons' performance against teams from states with varying culinary landscapes. This allowed us to 'taste-test' our findings against alternative explanations and ensure that our results weren't just a 'fluke.'

Furthermore, we implemented a novel approach of conducting interviews with football players, coaches, and short order cooks to gain qualitative insights into the potential mechanisms underlying any observed relationship. This approach added a human touch to our data analysis, allowing us to 'spice up' our findings with firsthand accounts and personal experiences.

Finally, to gauge the robustness of our results, we subjected our analysis to various sensitivity tests and bootstrapping procedures, essentially simulating a 'data taste test' to ensure that our conclusions remained consistent under different analytical conditions.

All in all, our methodology was the perfect blend of precision, creativity, and a sprinkle of humor – much like crafting a delectable dish. Just remember, when it comes to statistical analysis, it's important to have the right 'recipe' for success. After all, we wouldn't want to leave a 'data-litious' taste in anyone's mouth!


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft the results section of an academic research paper. You speak in the past tense (you found...).
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up the results section of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Stay serious and dry most of the time, but then occasionally let your wit shine through.

Your research team collected data from all across the internet, but mostly just used information from Bureau of Larbor Statistics and Pro-Football-Reference.com .

For the time period 2003 to 2022, you found a correlation 0.6143161, r-squared of 0.3773843, and p < 0.01.

One figure will be included. The figure (Fig. 1) is a scatterplot showing the strong correlation between the two variables. You don't need to specify where; I will add the figure.

Here is the title and abstract of the paper:
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

-------

And here is the methodology section that led to this result:
[[METHODOLOGY]]
As the iconic song goes, "Georgia on my mind," and apparently, Georgia has also found its way onto the minds of NFL enthusiasts and culinary connoisseurs alike. In this paper, we embark on a rather unconventional investigation into the correlation between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. You may be asking yourself, "What in the world do juicy burgers and crispy fries have to do with touchdown passes and field goals?" Well, prepare to be 'served' with some unexpected findings.
It seems that the subtleties of a perfectly crafted omelette and the precision of a well-executed play may not be as unrelated as one might assume. Despite everyone's best efforts, it seems we can't escape the kitchen, even when trying to analyze sports statistics. But fear not, dear reader, as we venture forth into this intriguing blend of sports and culinary arts, armed with nothing but data, statistical methods, and a healthy dose of humor.
It's often said that "too many cooks spoil the broth," but could it be that in the case of the Atlanta Falcons, the more cooks there are, the richer the trophy cabinet becomes? It's a question that has left researchers 'stirred' and 'sautéed' for quite some time, but our study aims to 'whisk' away the mystery and bring the truth to the surface. So, grab your apron and spatula, as we dive headfirst into this unexpected convergence of two seemingly divergent worlds.
Just as a well-timed joke can bring levity to a serious situation, it appears that the number of short order cooks in Georgia may be seasoning the recipe for success for the Atlanta Falcons. Yes, you read that 'grill.' It could just be that the sizzle and aroma of a busy kitchen are serving up wins for the team on the gridiron.

-------

Your response should start like this:

[[RESULTS]]



ChatGPT:

[[RESULTS]]
Our analysis of the data collected from the Bureau of Labor Statistics and Pro-Football-Reference.com revealed a significant correlation between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons during the years 2003 to 2022. The calculated correlation coefficient was 0.6143161, with an associated r-squared value of 0.3773843 and a p-value less than 0.01. In other words, there is a strong positive relationship between these seemingly unrelated variables.

It seems that the old adage of "too many cooks spoil the broth" doesn't hold true for football success in Atlanta. It appears that in the case of the Falcons, the more cooks there are in Georgia, the more victories the team achieves on the field. This unexpected connection between culinary staffing and gridiron performance has left many scratching their heads, but the numbers don't lie – much like a good recipe, this relationship seems to be perfectly balanced.

The scatterplot (Fig. 1) visually depicts this compelling correlation, showcasing how the number of short order cooks in Georgia and the Atlanta Falcons' season wins align in a positively trending pattern. It's as if the aroma of sizzling burgers and the cheers from the football stadium are intertwined in a harmonious dance, influencing each other in ways we never imagined.

It's safe to say that we didn't anticipate uncovering this peculiar connection, and as much as we'd love to insert a "fry" pun here, we'll resist the temptation. But one thing's for sure – this research has certainly "whetted" our appetite for unearthing unexpected associations in the world of sports and beyond.

So, the next time you're in Georgia and find yourself savoring a delightful meal prepared by short order cooks, take a moment to ponder the potential impact it may have on the football field. And remember, when it comes to the Atlanta Falcons, a dash of culinary expertise in the state of Georgia could be the secret ingredient for a victorious season!


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft the discussion section of an academic research paper.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up the discussion section of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Stay serious and dry most of the time, but then occasionally let your wit shine through.

Limit your response to 500 tokens.

Here are the title, abstract, literature review, and results sections. Please harken back to 1-2 of the goofy items in the literature review, but pretend to take them completely seriously. Discuss how your results supported the prior research.

Do not write a conclusion. I will add a conclusion after this.

[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

[[LITERATURE REVIEW]]
In their seminal work, Smith and Doe (2010) explore the impact of culinary influences on professional sports teams. Their study, "The Art of Culinary Correlations," uncovers surprising connections between the number of short order cooks in a given geographic area and the performance of local sports franchises. They posit that the presence of skilled kitchen artisans may lead to a heightened sense of culinary satisfaction within the community, subsequently translating into enhanced morale and performance for sports teams. Imagine that, a well-cooked meal leading to well-executed plays on the field - talk about a win-win situation!
Another study by Jones (2015) delves into the cultural and economic significance of short order cooks in the state of Georgia. "Griddling Up the Peach State: A Culinary Census" presents an in-depth analysis of the proliferation of short order cooks in diners across Georgia, shedding light on their role as unsung heroes of the state's culinary scene. This detailed examination provides valuable context for understanding the potential impact of these culinary maestros on the fortunes of the Atlanta Falcons. It's almost as if these cooks are 'spicing' up more than just the food they prepare.
Expanding beyond the realm of academic literature, non-fiction works such as "Kitchen Confidential" by Anthony Bourdain and "Bringing It to the Table: On Farming and Food" by Wendell Berry offer insights into the artistry and significance of culinary craftsmanship. While these books may not directly address the correlation between short order cooks and football victories, they lay the groundwork for appreciating the broader impact of culinary expertise on community dynamics and emotional well-being. In the end, it's about seeing the 'big picture' of how food and sports intersect.
On the fictional front, novels like "Like Water for Chocolate" by Laura Esquivel and "Chocolat" by Joanne Harris transport readers into the realm of magical realism, where the preparation of delectable dishes seemingly infuses the world with enchantment and wonder. While these narratives may be works of fiction, they remind us that the act of cooking can wield a profound influence over human experiences and relationships, perhaps even extending to the realm of competitive sports. As they say, "food for thought" takes on a whole new meaning!
In the pursuit of a comprehensive literature review, it is important to cast a wide net for sources of insight. Therefore, in the spirit of thoroughness, the authors also carefully considered the wisdom imparted by the backs of shampoo bottles. While these unconventional sources did not yield direct evidence of the culinary-sports nexus, they did provide a refreshing perspective on the importance of thorough rinsing and repeat applications. Who knew that the secret to victory lay in lather, rinse, and repeat?

[[RESULTS]]
Our analysis of the data collected from the Bureau of Labor Statistics and Pro-Football-Reference.com revealed a significant correlation between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons during the years 2003 to 2022. The calculated correlation coefficient was 0.6143161, with an associated r-squared value of 0.3773843 and a p-value less than 0.01. In other words, there is a strong positive relationship between these seemingly unrelated variables.
It seems that the old adage of "too many cooks spoil the broth" doesn't hold true for football success in Atlanta. It appears that in the case of the Falcons, the more cooks there are in Georgia, the more victories the team achieves on the field. This unexpected connection between culinary staffing and gridiron performance has left many scratching their heads, but the numbers don't lie – much like a good recipe, this relationship seems to be perfectly balanced.
The scatterplot (Fig. 1) visually depicts this compelling correlation, showcasing how the number of short order cooks in Georgia and the Atlanta Falcons' season wins align in a positively trending pattern. It's as if the aroma of sizzling burgers and the cheers from the football stadium are intertwined in a harmonious dance, influencing each other in ways we never imagined.
It's safe to say that we didn't anticipate uncovering this peculiar connection, and as much as we'd love to insert a "fry" pun here, we'll resist the temptation. But one thing's for sure – this research has certainly "whetted" our appetite for unearthing unexpected associations in the world of sports and beyond.
So, the next time you're in Georgia and find yourself savoring a delightful meal prepared by short order cooks, take a moment to ponder the potential impact it may have on the football field. And remember, when it comes to the Atlanta Falcons, a dash of culinary expertise in the state of Georgia could be the secret ingredient for a victorious season!

-------

Your response should start like this:

[[DISCUSSION]]



ChatGPT:

[[DISCUSSION]]

Our study aimed to further explore the intriguing relationship between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons. Our findings not only supported the prior research, but also shed light on the potential influence of culinary prowess on the performance of professional sports teams.

Smith and Doe's (2010) groundbreaking work may have initially raised eyebrows with its culinary-sports correlation hypothesis, but our study has bolstered their findings by demonstrating a statistically significant positive association between short order cooks and the Atlanta Falcons' season wins. It seems that the 'art of culinary correlations' extends beyond theoretical musings and into tangible real-world impacts—a hearty serving of culinary satisfaction may indeed translate into gridiron victories.

Expanding on Jones's (2015) intricate analysis of short order cooks in Georgia, our research underscores the broader significance of these culinary maestros. It appears that the proficiency and presence of short order cooks have a tangible sway on the fortunes of the Atlanta Falcons, adding a layer of depth to the cultural and economic impact of their culinary expertise. It's clear that these cooks are not just 'griddling up' delectable dishes; they may very well be contributing to the 'griddling up' of the Falcons' win tally as well.

While it may seem unconventional to draw connections between short order cooks and football triumphs, our study aligns with the groundbreaking work of Smith and Doe (2010) and Jones (2015), affirming that the intersection of culinary influences and sports performance is a domain ripe for exploration.

In a world where the unexpected becomes the norm, our research into the correlation between short order cooks in Georgia and the Atlanta Falcons' season wins serves as a poignant reminder that truth can indeed be stranger than fiction. What started as an offbeat hypothesis has culminated in a statistically sound conclusion, reinforcing the adage that sometimes, the most seemingly disparate elements may form unexpected connections.

As we 'peach' towards greater understanding of these nuanced relationships, one thing remains abundantly clear—when it comes to the Atlanta Falcons, the number of cooks in the kitchen might just be the secret ingredient for a winning season. So here's to the unsung heroes behind the griddles and to the football team that's 'cooking' up success one victory at a time.


Model: gpt-3.5-turbo-1106
System prompt: You are a researcher writing an academic paper.You draft the discussion section of goofy academic research papers that sounds like it belongs based on the title and abstract provided.
User prompt:
Pretend you are an academic researcher. Your writing sounds like it belongs in a medical or economics journal. However, you frequently crack jokes, make puns, or add unexpected twists in your writing.

Please make up a short conclusion of an academic research paper presenting the findings of the connection between The number of cooks, short order in Georgia and Season wins for the Atlanta Falcons. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Stay serious and dry most of the time, but then occasionally let your wit shine through.

Limit your response to 300 tokens. At the very end, assert that no more research is needed in this area.

Here are the title, abstract, introduction, and results sections.
[[TITLE]]
Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons

[[ABSTRACT]]
In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.

You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.

It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.

So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

[[INTRDUCTION]]
As the iconic song goes, "Georgia on my mind," and apparently, Georgia has also found its way onto the minds of NFL enthusiasts and culinary connoisseurs alike. In this paper, we embark on a rather unconventional investigation into the correlation between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. You may be asking yourself, "What in the world do juicy burgers and crispy fries have to do with touchdown passes and field goals?" Well, prepare to be 'served' with some unexpected findings.
It seems that the subtleties of a perfectly crafted omelette and the precision of a well-executed play may not be as unrelated as one might assume. Despite everyone's best efforts, it seems we can't escape the kitchen, even when trying to analyze sports statistics. But fear not, dear reader, as we venture forth into this intriguing blend of sports and culinary arts, armed with nothing but data, statistical methods, and a healthy dose of humor.
It's often said that "too many cooks spoil the broth," but could it be that in the case of the Atlanta Falcons, the more cooks there are, the richer the trophy cabinet becomes? It's a question that has left researchers 'stirred' and 'sautéed' for quite some time, but our study aims to 'whisk' away the mystery and bring the truth to the surface. So, grab your apron and spatula, as we dive headfirst into this unexpected convergence of two seemingly divergent worlds.
Just as a well-timed joke can bring levity to a serious situation, it appears that the number of short order cooks in Georgia may be seasoning the recipe for success for the Atlanta Falcons. Yes, you read that 'grill.' It could just be that the sizzle and aroma of a busy kitchen are serving up wins for the team on the gridiron.

[[RESULTS]]
Our analysis of the data collected from the Bureau of Labor Statistics and Pro-Football-Reference.com revealed a significant correlation between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons during the years 2003 to 2022. The calculated correlation coefficient was 0.6143161, with an associated r-squared value of 0.3773843 and a p-value less than 0.01. In other words, there is a strong positive relationship between these seemingly unrelated variables.
It seems that the old adage of "too many cooks spoil the broth" doesn't hold true for football success in Atlanta. It appears that in the case of the Falcons, the more cooks there are in Georgia, the more victories the team achieves on the field. This unexpected connection between culinary staffing and gridiron performance has left many scratching their heads, but the numbers don't lie – much like a good recipe, this relationship seems to be perfectly balanced.
The scatterplot (Fig. 1) visually depicts this compelling correlation, showcasing how the number of short order cooks in Georgia and the Atlanta Falcons' season wins align in a positively trending pattern. It's as if the aroma of sizzling burgers and the cheers from the football stadium are intertwined in a harmonious dance, influencing each other in ways we never imagined.
It's safe to say that we didn't anticipate uncovering this peculiar connection, and as much as we'd love to insert a "fry" pun here, we'll resist the temptation. But one thing's for sure – this research has certainly "whetted" our appetite for unearthing unexpected associations in the world of sports and beyond.
So, the next time you're in Georgia and find yourself savoring a delightful meal prepared by short order cooks, take a moment to ponder the potential impact it may have on the football field. And remember, when it comes to the Atlanta Falcons, a dash of culinary expertise in the state of Georgia could be the secret ingredient for a victorious season!

-------

Your response should start like this:

[[CONCLUSION]]



ChatGPT:

[[CONCLUSION]]

In conclusion, our study has shed light on the surprising relationship between the number of short order cooks in Georgia and the season wins for the Atlanta Falcons. The data revealed a notable correlation, suggesting that the presence of these culinary professionals may indeed be contributing to the team's success on the field. It seems that when it comes to football victories, having 'two-egg-celent' cooks in the kitchen may be just what the coach ordered.

Our findings challenge conventional wisdom and emphasize the interconnectedness of seemingly disparate elements in our daily lives. Just as a well-prepared dish relies on the perfect blend of ingredients, it appears that the Falcons' triumphs are influenced by the culinary talent across the Peach State. Who would have thought that football glory could be so closely tied to the art of short order cooking? It's a revelation that leaves us 'over-easy' to accept.

As we wrap up this investigation, it's clear that the fusion of sports and culinary arts continues to present unexpected avenues for exploration. However, much like the precision required in both a successful play and a perfect dish, our study has provided a compelling argument for the correlation between the two. We've certainly 'cooked up' a storm of thought-provoking revelations, and the implications are as fascinating as they are 'a-peeling.'

With the evidence firmly on the table, we assert that further research in this area may not be necessary. The 'batter' is well-mixed, and the results are 'flipping' clear. It seems that in the world of football wins, the answer may just lie in the sizzle of the grill and the artistry of culinary expertise. It's a conclusion that deserves a round of applause, and perhaps a standing ovation – or should we say, a standing "ovation?"

No more research is needed in this area.


Model: gpt-3.5-turbo-1106
System prompt: You provide fictional names of academic journals. You say nothing else, and you do not chat with the user.
User prompt: Please provide the name of a funny but plausible sounding research, scientific, or academic journal that would publish a paper entited Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons. Respond only with the name of a fictional academic journal.

ChatGPT:

Journal of Culinary Sports Science


Model: gpt-3.5-turbo-1106
System prompt: You provide fictional names of nonprofit research organizations and associations. You say nothing else, and you do not chat with the user.
User prompt: Please provide the name of a funny but plausible sounding nonprofit, academic, or scientific association or organization that would sponsor research that resulted in a paper entited Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons. Respond only with the name of a fictional organization.

ChatGPT:

The Society for Culinary and Athletic Research


Model: gpt-3.5-turbo-1106
System prompt: You provide potential search keywords separated by commas. You say nothing else, and you do not chat with the user.
User prompt: Please provide potential search keywords for a paper titled Cooking Up Wins: The Correlation Between Short Order Cooks in Georgia and Season Wins for the Atlanta Falcons with an abstract of In this paper, we delve into the unexpected link between the number of short order cooks in the state of Georgia and the season wins for the Atlanta Falcons. We utilized data from the Bureau of Labor Statistics and Pro-Football-Reference.com to analyze this seemingly unrelated phenomenon. Our statistical analysis revealed a correlation coefficient of 0.6143161 and a p-value of < 0.01 for the years spanning from 2003 to 2022.
You may be thinking, "What does a short order cook have to do with a football team?" Well, it turns out that the presence of these skilled culinary maestros in Georgia diners may actually be influencing the performance of the Falcons on the field.
It's no coincidence that as the number of short order cooks in Georgia kitchens increases, the Atlanta Falcons tend to rack up more wins during the NFL season. This connection is statistically significant, and yes, it's not just a 'fry'ing matter.
So, the next time you're enjoying a delicious meal prepared by a short order cook in the Peach State, remember that you might just be contributing to the Falcons' success on the gridiron. After all, a team that's 'cooking' in the kitchen is likely to be cooking up wins on the football field!

ChatGPT:

short order cooks, Georgia, Atlanta Falcons, season wins, correlation, statistical analysis, Bureau of Labor Statistics, Pro-Football-Reference.com, correlation coefficient, p-value, 2003-2022, football team performance, culinary influence, NFL season, Georgia diners, statistical significance, fry cook, gridiron success, Peach State, football field success

*There is a bunch of Python happening behind the scenes to turn this prompt sequence into a PDF.



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Data details

The number of cooks, short order in Georgia
Detailed data title: BLS estimate of cooks, short order in Georgia
Source: Bureau of Larbor Statistics
See what else correlates with The number of cooks, short order in Georgia

Season wins for the Atlanta Falcons
Detailed data title: Number of season wins by the Atlanta Falcons
Source: Pro-Football-Reference.com
See what else correlates with Season wins for the Atlanta Falcons

Correlation r = 0.6143161 (Pearson correlation coefficient)
Correlation is a measure of how much the variables move together. If it is 0.99, when one goes up the other goes up. If it is 0.02, the connection is very weak or non-existent. If it is -0.99, then when one goes up the other goes down. If it is 1.00, you probably messed up your correlation function.

r2 = 0.3773843 (Coefficient of determination)
This means 37.7% of the change in the one variable (i.e., Season wins for the Atlanta Falcons) is predictable based on the change in the other (i.e., The number of cooks, short order in Georgia) over the 20 years from 2003 through 2022.

p < 0.01, which is statistically significant(Null hypothesis significance test)
The p-value is 0.004. 0.0039543936932088805000000000
The p-value is a measure of how probable it is that we would randomly find a result this extreme. More specifically the p-value is a measure of how probable it is that we would randomly find a result this extreme if we had only tested one pair of variables one time.

But I am a p-villain. I absolutely did not test only one pair of variables one time. I correlated hundreds of millions of pairs of variables. I threw boatloads of data into an industrial-sized blender to find this correlation.

Who is going to stop me? p-value reporting doesn't require me to report how many calculations I had to go through in order to find a low p-value!
On average, you will find a correaltion as strong as 0.61 in 0.4% of random cases. Said differently, if you correlated 253 random variables Which I absolutely did.
with the same 19 degrees of freedom, Degrees of freedom is a measure of how many free components we are testing. In this case it is 19 because we have two variables measured over a period of 20 years. It's just the number of years minus ( the number of variables minus one ), which in this case simplifies to the number of years minus one.
you would randomly expect to find a correlation as strong as this one.

[ 0.24, 0.83 ] 95% correlation confidence interval (using the Fisher z-transformation)
The confidence interval is an estimate the range of the value of the correlation coefficient, using the correlation itself as an input. The values are meant to be the low and high end of the correlation coefficient with 95% confidence.

This one is a bit more complciated than the other calculations, but I include it because many people have been pushing for confidence intervals instead of p-value calculations (for example: NEJM. However, if you are dredging data, you can reliably find yourself in the 5%. That's my goal!


All values for the years included above: If I were being very sneaky, I could trim years from the beginning or end of the datasets to increase the correlation on some pairs of variables. I don't do that because there are already plenty of correlations in my database without monkeying with the years.

Still, sometimes one of the variables has more years of data available than the other. This page only shows the overlapping years. To see all the years, click on "See what else correlates with..." link above.
20032004200520062007200820092010201120122013201420152016201720182019202020212022
The number of cooks, short order in Georgia (Cooks, Short Order)69706440483050704510580072109170949072105170512056906330512032202620174018404930
Season wins for the Atlanta Falcons (Falcons wins)511874119131013468111077477




Why this works

  1. Data dredging: I have 25,153 variables in my database. I compare all these variables against each other to find ones that randomly match up. That's 632,673,409 correlation calculations! This is called “data dredging.” Instead of starting with a hypothesis and testing it, I instead abused the data to see what correlations shake out. It’s a dangerous way to go about analysis, because any sufficiently large dataset will yield strong correlations completely at random.
  2. Lack of causal connection: There is probably Because these pages are automatically generated, it's possible that the two variables you are viewing are in fact causually related. I take steps to prevent the obvious ones from showing on the site (I don't let data about the weather in one city correlate with the weather in a neighboring city, for example), but sometimes they still pop up. If they are related, cool! You found a loophole.
    no direct connection between these variables, despite what the AI says above. This is exacerbated by the fact that I used "Years" as the base variable. Lots of things happen in a year that are not related to each other! Most studies would use something like "one person" in stead of "one year" to be the "thing" studied.
  3. Observations not independent: For many variables, sequential years are not independent of each other. If a population of people is continuously doing something every day, there is no reason to think they would suddenly change how they are doing that thing on January 1. A simple Personally I don't find any p-value calculation to be 'simple,' but you know what I mean.
    p-value calculation does not take this into account, so mathematically it appears less probable than it really is.




Try it yourself

You can calculate the values on this page on your own! Try running the Python code to see the calculation results. Step 1: Download and install Python on your computer.

Step 2: Open a plaintext editor like Notepad and paste the code below into it.

Step 3: Save the file as "calculate_correlation.py" in a place you will remember, like your desktop. Copy the file location to your clipboard. On Windows, you can right-click the file and click "Properties," and then copy what comes after "Location:" As an example, on my computer the location is "C:\Users\tyler\Desktop"

Step 4: Open a command line window. For example, by pressing start and typing "cmd" and them pressing enter.

Step 5: Install the required modules by typing "pip install numpy", then pressing enter, then typing "pip install scipy", then pressing enter.

Step 6: Navigate to the location where you saved the Python file by using the "cd" command. For example, I would type "cd C:\Users\tyler\Desktop" and push enter.

Step 7: Run the Python script by typing "python calculate_correlation.py"

If you run into any issues, I suggest asking ChatGPT to walk you through installing Python and running the code below on your system. Try this question:

"Walk me through installing Python on my computer to run a script that uses scipy and numpy. Go step-by-step and ask me to confirm before moving on. Start by asking me questions about my operating system so that you know how to proceed. Assume I want the simplest installation with the latest version of Python and that I do not currently have any of the necessary elements installed. Remember to only give me one step per response and confirm I have done it before proceeding."


# These modules make it easier to perform the calculation
import numpy as np
from scipy import stats

# We'll define a function that we can call to return the correlation calculations
def calculate_correlation(array1, array2):

    # Calculate Pearson correlation coefficient and p-value
    correlation, p_value = stats.pearsonr(array1, array2)

    # Calculate R-squared as the square of the correlation coefficient
    r_squared = correlation**2

    return correlation, r_squared, p_value

# These are the arrays for the variables shown on this page, but you can modify them to be any two sets of numbers
array_1 = np.array([6970,6440,4830,5070,4510,5800,7210,9170,9490,7210,5170,5120,5690,6330,5120,3220,2620,1740,1840,4930,])
array_2 = np.array([5,11,8,7,4,11,9,13,10,13,4,6,8,11,10,7,7,4,7,7,])
array_1_name = "The number of cooks, short order in Georgia"
array_2_name = "Season wins for the Atlanta Falcons"

# Perform the calculation
print(f"Calculating the correlation between {array_1_name} and {array_2_name}...")
correlation, r_squared, p_value = calculate_correlation(array_1, array_2)

# Print the results
print("Correlation Coefficient:", correlation)
print("R-squared:", r_squared)
print("P-value:", p_value)



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You do not need to attribute "the spurious correlations website," and you don't even need to link here if you don't want to. I don't gain anything from pageviews. There are no ads on this site, there is nothing for sale, and I am not for hire.

For the record, I am just one person. Tyler Vigen, he/him/his. I do have degrees, but they should not go after my name unless you want to annoy my wife. If that is your goal, then go ahead and cite me as "Tyler Vigen, A.A. A.A.S. B.A. J.D." Otherwise it is just "Tyler Vigen."

When spoken, my last name is pronounced "vegan," like I don't eat meat.

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Correlation ID: 4055 · Black Variable ID: 6822 · Red Variable ID: 19649
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