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Spurious correlation #1,184 · View random

A linear line chart with years as the X-axis and two variables on the Y-axis. The first variable is The distance between Uranus and Earth and the second variable is Number of Slot Machines in Nevada.  The chart goes from 1984 to 2022, and the two variables track closely in value over that time. Small Image
Download png
, svg

AI explanation

The gravitational pull from Uranus created a ripple effect on Earth's magnetic field, stimulating the pleasure centers in people's brains. As a result, there was a greater demand for entertainment, leading to an increase in the number of slot machines in Nevada as a way to capitalize on this cosmic amusement.

Model: dalle-3
Prompt: [ Steampunk ] A Nevada casino bustling with activity, where rows of ornate, brass-adorned slot machines stretch out across the floor, emanating a warm glow from their intricate gears and steam-powered mechanisms. Amidst the flashing lights and joyful sounds, a steady stream of sharply-dressed patrons eagerly try their luck at the mesmerizing machines, lost in the allure of their vintage allure. Above, the nighttime sky is illuminated with the distant glow of Uranus, casting an otherworldly hue over the scene and seeming to enhance the atmosphere within the casino, drawing in a growing crowd of enthusiastic gamblers seeking their fortune. Meanwhile, casino staff members bustling about, clad in impeccable steampunk attire, are seen installing more elaborate slot machines to accommodate the rising demand, adding to the vibrant, lively, and mesmerizing ambiance of the bustling establishment. 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 situation described. You respond only with the scene descriptions provided and say nothing else.
User prompt: Here is a situation: The increase in the distance between Uranus and Earth caused the number of slot machines in Nevada to also increase because the gravitational pull from Uranus created a cosmic alignment that enhanced the luck of casino patrons. This alignment caused more people to visit the casinos, leading to an increase in demand for slot machines and prompting the casinos to install more of them to meet the needs of the influx of gamblers. It's truly a stellar phenomenon!. Given that situation, which of the following image descriptions seems most appropriate? Pick the one that seems to be related to one of the variables at hand and the tone of the explanation. Please respond with only one of the following potential descriptions: Concept art Art nouveau Oragami A photo-realistic image Steampunk
ChatGPT: Steampunk

Model: gpt-3.5-turbo-1106
System prompt: You describe simple visual scenes that depict the two variables stated and the explanation described. Do not reference graphs or charts; describe physical objects.
User prompt: Please describe a visual scene that depicts the following situation. Keep the description simple. The increase in the distance between Uranus and Earth caused the number of slot machines in Nevada to also increase because the gravitational pull from Uranus created a cosmic alignment that enhanced the luck of casino patrons. This alignment caused more people to visit the casinos, leading to an increase in demand for slot machines and prompting the casinos to install more of them to meet the needs of the influx of gamblers. It's truly a stellar phenomenon!
ChatGPT: In a bustling Nevada casino, we see rows of bright and colorful slot machines stretching out across the floor. Among the flashing lights and joyful sounds, we observe a steady stream of people eagerly trying their luck at the machines. On the horizon, the distant glow of Uranus can be seen in the nighttime sky, its gravitational influence seemingly enhancing the atmosphere within the casino and drawing in a growing crowd of enthusiastic gamblers. Casino staff members can be seen installing more slot machines to accommodate the rising demand, adding to the vibrant and lively ambiance of the bustling establishment.

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: [ Steampunk ] and depicting this scene: In a bustling Nevada casino, we see rows of bright and colorful slot machines stretching out across the floor. Among the flashing lights and joyful sounds, we observe a steady stream of people eagerly trying their luck at the machines. On the horizon, the distant glow of Uranus can be seen in the nighttime sky, its gravitational influence seemingly enhancing the atmosphere within the casino and drawing in a growing crowd of enthusiastic gamblers. Casino staff members can be seen installing more slot machines to accommodate the rising demand, adding to the vibrant and lively ambiance of the bustling establishment. Keep the visual depiction simple. Do not include any words or speech bubbles.
ChatGPT: [ Steampunk ] A Nevada casino bustling with activity, where rows of ornate, brass-adorned slot machines stretch out across the floor, emanating a warm glow from their intricate gears and steam-powered mechanisms. Amidst the flashing lights and joyful sounds, a steady stream of sharply-dressed patrons eagerly try their luck at the mesmerizing machines, lost in the allure of their vintage allure. Above, the nighttime sky is illuminated with the distant glow of Uranus, casting an otherworldly hue over the scene and seeming to enhance the atmosphere within the casino, drawing in a growing crowd of enthusiastic gamblers seeking their fortune. Meanwhile, casino staff members bustling about, clad in impeccable steampunk attire, are seen installing more elaborate slot machines to accommodate the rising demand, adding to the vibrant, lively, and mesmerizing ambiance of the bustling establishment.

*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 an increase in The distance between Uranus and Earth caused Number of Slot Machines in Nevada to increase.\Make it sound serious until the end.

AI academic paper

(Because p < 0.01)
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

The Journal of Astrological Economics

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 distance between Uranus and Earth and Number of Slot Machines in Nevada. 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 Caclculated using Astropy and UNLV to assess this nagging question. You found a correlation coefficient of 0.9228719 and p < 0.01 for 1984 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]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Sneak in some jokes and clever puns about science, research, statistics, and the variables.

Here is the title and abstract of the paper:
[[TITLE]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

-------

Your response should start like this:

[[INTRODUCTION]]



ChatGPT:
INTRODUCTION

The pursuit of scientific inquiry often leads researchers down unexpected paths, and occasionally, those paths intersect with the most unlikely of subjects. In this study, we turn our gaze toward the heavens to explore the connection between the distance separating Uranus and Earth and the number of slot machines in Nevada. As the saying goes, "When in doubt, look to the stars – and the slot machines, of course."

We embarked on this celestial gambling journey due to the peculiar observation that when Uranus is at its greatest distance from Earth, there is a statistically significant increase in the number of slot machines in Nevada. It seems our cosmic kin are trying to tell us something, or perhaps they're just placing their bets on the next celestial body to influence human behavior. Who knew Uranus had such a cosmic sense of humor?

Delving into the realms of astrophysics and statistical analysis, we aimed to uncover the mechanisms at play behind this otherworldly connection. Our findings not only revealed a strong correlation between the celestial distance and terrestrial slot machines but also highlighted the cosmic dance of probability and planetary positions. One might say that in this universe, cosmic rays are just nature's way of nudging us to take a spin of the wheel.


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. 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 name a few real TV shows that sound like they might be relevant to the topic that you watched as research.

Here is the title and abstract of the paper:
[[TITLE]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

-------

And here is the introduction section that led to this literature review:
[[INTRODUCTION]]
INTRODUCTION
The pursuit of scientific inquiry often leads researchers down unexpected paths, and occasionally, those paths intersect with the most unlikely of subjects. In this study, we turn our gaze toward the heavens to explore the connection between the distance separating Uranus and Earth and the number of slot machines in Nevada. As the saying goes, "When in doubt, look to the stars – and the slot machines, of course."
We embarked on this celestial gambling journey due to the peculiar observation that when Uranus is at its greatest distance from Earth, there is a statistically significant increase in the number of slot machines in Nevada. It seems our cosmic kin are trying to tell us something, or perhaps they're just placing their bets on the next celestial body to influence human behavior. Who knew Uranus had such a cosmic sense of humor?
Delving into the realms of astrophysics and statistical analysis, we aimed to uncover the mechanisms at play behind this otherworldly connection. Our findings not only revealed a strong correlation between the celestial distance and terrestrial slot machines but also highlighted the cosmic dance of probability and planetary positions. One might say that in this universe, cosmic rays are just nature's way of nudging us to take a spin of the wheel.

-------

Your response should start like this:

[[LITERATURE REVIEW]]



ChatGPT:
LITERATURE REVIEW

Previous research has delved into the intricate web of celestial phenomena and their potential impact on human activities. Smith et al. (2010) expound upon the astrological influence on human behavior through a series of controlled experiments, noting the correlation between lunar phases and social behaviors. However, their study merely scratches the surface of the cosmic impact on earthly affairs. One might even say that their findings only offer a partial eclipse of the overarching cosmic dance.

Doe and Jones (2015) investigate the connection between planetary positions and agricultural yield, shedding light on the gravitational forces' potential influence on crop growth patterns. Their work uncovers compelling evidence of a correlation between Venus's retrograde motion and the abundance of certain crops – a tantalizing tease of the cosmic forces at play in our daily lives. Perhaps this research introduces a new dimension to the phrase "growing like a weed.

In a similar vein, "Astrology Almanac: Navigating Your Path through the Cosmos" by Celeste Star provides a comprehensive guide to the celestial dance and its impact on terrestrial affairs. Star posits that cosmic events such as planetary alignments and retrograde motions exert a subtle but pervasive influence on human endeavors, from personal relationships to financial decisions. This perspective invites us to consider whether celestial bodies are playing a game of cosmic roulette with our destinies.

Bringing a fictional twist to the exploration of celestial forces, the novel "Slot Machines from Beyond" by Luna Lovegood introduces readers to a whimsical narrative where extraterrestrial visitors use slot machines as a means of earthly communication. Lovegood's tale weaves together the cosmic and the comical, suggesting that perhaps aliens are offering us more than just crop circles and close encounters.

In a more non-traditional avenue of research, the popular TV show "Cosmos: A Spacetime Odyssey," hosted by the charismatic Neil deGrasse Tyson, explores the wonders of the universe and the interconnectedness of cosmic phenomena. While not directly related to slot machines, the show has provided valuable insights into celestial mechanics and may offer a cosmic perspective on earthly gambling patterns. Who knows, maybe the slot machines in Vegas are the real cosmic jackpot!

Ah, the plot thickens like interstellar dust in the cosmic tale of Uranus, slot machines, and the ever-entertaining dance of galactic hilarity. With every spin of the reels and twist of the celestial orbits, one can't help but chuckle at the whims of the universe.


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Sneak in some jokes and clever puns about science, research, statistics, and the variables.

Your research team collected data from all across the internet, but mostly just used information from Caclculated using Astropy and UNLV . You used data from 1984 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]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

[[INTRODUCTION]]
INTRODUCTION
The pursuit of scientific inquiry often leads researchers down unexpected paths, and occasionally, those paths intersect with the most unlikely of subjects. In this study, we turn our gaze toward the heavens to explore the connection between the distance separating Uranus and Earth and the number of slot machines in Nevada. As the saying goes, "When in doubt, look to the stars – and the slot machines, of course."
We embarked on this celestial gambling journey due to the peculiar observation that when Uranus is at its greatest distance from Earth, there is a statistically significant increase in the number of slot machines in Nevada. It seems our cosmic kin are trying to tell us something, or perhaps they're just placing their bets on the next celestial body to influence human behavior. Who knew Uranus had such a cosmic sense of humor?
Delving into the realms of astrophysics and statistical analysis, we aimed to uncover the mechanisms at play behind this otherworldly connection. Our findings not only revealed a strong correlation between the celestial distance and terrestrial slot machines but also highlighted the cosmic dance of probability and planetary positions. One might say that in this universe, cosmic rays are just nature's way of nudging us to take a spin of the wheel.

-------

Your response should start like this:

[[METHODOLOGY]]



ChatGPT:

[[METHODOLOGY]]

To unravel the enigmatic link between the distance from Uranus to Earth and the proliferation of slot machines in Nevada, our research team embarked on a cosmic journey that blended astronomy with gambling analytics. We used data from a myriad of sources, including Astropy's precise planetary positions and orbital mechanics calculations, as well as the extensive records of slot machines in the state of Nevada provided by the University of Nevada, Las Vegas (UNLV). The celestial and terrestrial domains collided in a cosmic collision of data collection, making us feel like real-life astronomers of luck and statistics.

Our temporal scope spanned from the year 1984 to 2022, allowing us to capture the ebbs and flows of celestial distances and slot machine counts over nearly four decades. This rigorous time frame ensured that we didn't miss any astronomical or gambling upheavals, potentially caused by any celestial alignments or jackpot outbursts from the vicinity of Uranus. It's safe to say we didn't want to gamble with our choice of timeline!

To gain a comprehensive understanding of the celestial variable, we obtained specific angular distance measurements between Uranus and Earth at regular intervals using the robust functionalities of the Astropy package. This method allowed us to precisely track the dynamic fluctuations in the Uranian-Earthian gap, ensuring that no cosmic cranny was left unexplored. After diving into these celestial measurements, we achieved a holistic perspective on the cosmic dance of these distant celestial bodies, which, surprisingly, seemed to sashay alongside the rise and fall of slot machines in Nevada. It was almost as if the celestial bodies were lining up in cosmic slots, pulling our attention toward celestial slot machine correlations one astronomical unit at a time.

On the terrestrial front, the UNLV's slot machine data provided us with a treasure trove of statistical measures capturing the ebb and flow of slot machines in various establishments across Nevada. We painstakingly collected the counts of slot machines from diverse casinos, in a flurry of data analysis that made us feel like statistical high rollers. After all, what's a celestial gambling study without hitting the jackpot of statistical inference?

With our rich data in hand, we then set about executing a series of statistical analyses that evoked the fusion of cosmic constants and terrestrial gambling whims. We conducted correlation analyses to unveil the relationship between these seemingly unrelated variables, using a range of statistical models that made us feel like we were placing bets on the outcome of a cosmic game of chance. Our statistical methodology was catered to capture the nuanced interplay of cosmic distance and terrestrial temptation, proving that even in the realm of science, you can bet on the unexpected connections.

Suffice it to say, our methodology was anything but a roll of the dice. It aimed to capture the essence of celestial serendipity and terrestrial chance, leaving no boundary unexplored and no slot machine unaccounted. With this approach, we endeavored to shine a light on the celestial-slot machine connection and set the stage for a new era of interdisciplinary research, one that flirts with the cosmos and tries its luck with statistical stars.


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Sneak in some jokes and clever puns about science, research, statistics, and the variables.

Your research team collected data from all across the internet, but mostly just used information from Caclculated using Astropy and UNLV .

For the time period 1984 to 2022, you found a correlation 0.9228719, r-squared of 0.8516926, 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]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

-------

And here is the methodology section that led to this result:
[[METHODOLOGY]]
INTRODUCTION
The pursuit of scientific inquiry often leads researchers down unexpected paths, and occasionally, those paths intersect with the most unlikely of subjects. In this study, we turn our gaze toward the heavens to explore the connection between the distance separating Uranus and Earth and the number of slot machines in Nevada. As the saying goes, "When in doubt, look to the stars – and the slot machines, of course."
We embarked on this celestial gambling journey due to the peculiar observation that when Uranus is at its greatest distance from Earth, there is a statistically significant increase in the number of slot machines in Nevada. It seems our cosmic kin are trying to tell us something, or perhaps they're just placing their bets on the next celestial body to influence human behavior. Who knew Uranus had such a cosmic sense of humor?
Delving into the realms of astrophysics and statistical analysis, we aimed to uncover the mechanisms at play behind this otherworldly connection. Our findings not only revealed a strong correlation between the celestial distance and terrestrial slot machines but also highlighted the cosmic dance of probability and planetary positions. One might say that in this universe, cosmic rays are just nature's way of nudging us to take a spin of the wheel.

-------

Your response should start like this:

[[RESULTS]]



ChatGPT:

[[RESULTS]]

To our delight and surprise, the analysis of the data unveiled a significant correlation between the distance separating Uranus and Earth and the number of slot machines in Nevada over the period from 1984 to 2022. The Pearson correlation coefficient, r, was calculated to be 0.9228719, signifying a remarkably strong positive relationship between the two variables. One might even say that Uranus had a "cosmic influence" on the world of gambling in Nevada.

This correlation was further supported by the coefficient of determination, r-squared, which stood at a substantial 0.8516926. It seems that just as celestial bodies exert their gravitational pull on one another, Uranus also exerts a gravitational pull on the proliferation of slot machines in the Silver State. Perhaps astronomers and statisticians alike should start looking out for more "gambling stars" in the sky.

The p-value obtained for this correlation was less than 0.01, indicating a high level of statistical significance. We can therefore confidently conclude that the relationship between the distance from Uranus and the number of slot machines in Nevada is not merely a celestial coincidence, but a statistically supported phenomenon. We may need to consider introducing "astro-gambling" into the realm of celestial predictions.

A visual representation of this correlation is presented in Fig. 1, which shows a scatterplot of the distance between Uranus and Earth against the number of slot machines in Nevada. The scatterplot further solidifies the robustness of the relationship, painting a vivid picture of how Uranus seems to be playing its own game of "cosmic slots" with the casinos of Nevada.

This discovery not only sheds light on the whimsical connections that can arise between celestial events and human activities but also beckons us to consider the broader implications of our cosmic context. As we continue to unravel the mysteries of the universe, let us not forget to appreciate the quirky ways in which the celestial and the terrestrial intersect. After all, who knows what other cosmic surprises await us, perhaps a jackpot hidden in the stars?


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Sneak in some jokes and clever puns about science, research, statistics, and the variables.

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]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

[[LITERATURE REVIEW]]
LITERATURE REVIEW
Previous research has delved into the intricate web of celestial phenomena and their potential impact on human activities. Smith et al. (2010) expound upon the astrological influence on human behavior through a series of controlled experiments, noting the correlation between lunar phases and social behaviors. However, their study merely scratches the surface of the cosmic impact on earthly affairs. One might even say that their findings only offer a partial eclipse of the overarching cosmic dance.
Doe and Jones (2015) investigate the connection between planetary positions and agricultural yield, shedding light on the gravitational forces' potential influence on crop growth patterns. Their work uncovers compelling evidence of a correlation between Venus's retrograde motion and the abundance of certain crops – a tantalizing tease of the cosmic forces at play in our daily lives. Perhaps this research introduces a new dimension to the phrase "growing like a weed.
In a similar vein, "Astrology Almanac: Navigating Your Path through the Cosmos" by Celeste Star provides a comprehensive guide to the celestial dance and its impact on terrestrial affairs. Star posits that cosmic events such as planetary alignments and retrograde motions exert a subtle but pervasive influence on human endeavors, from personal relationships to financial decisions. This perspective invites us to consider whether celestial bodies are playing a game of cosmic roulette with our destinies.
Bringing a fictional twist to the exploration of celestial forces, the novel "Slot Machines from Beyond" by Luna Lovegood introduces readers to a whimsical narrative where extraterrestrial visitors use slot machines as a means of earthly communication. Lovegood's tale weaves together the cosmic and the comical, suggesting that perhaps aliens are offering us more than just crop circles and close encounters.
In a more non-traditional avenue of research, the popular TV show "Cosmos: A Spacetime Odyssey," hosted by the charismatic Neil deGrasse Tyson, explores the wonders of the universe and the interconnectedness of cosmic phenomena. While not directly related to slot machines, the show has provided valuable insights into celestial mechanics and may offer a cosmic perspective on earthly gambling patterns. Who knows, maybe the slot machines in Vegas are the real cosmic jackpot!
Ah, the plot thickens like interstellar dust in the cosmic tale of Uranus, slot machines, and the ever-entertaining dance of galactic hilarity. With every spin of the reels and twist of the celestial orbits, one can't help but chuckle at the whims of the universe.

[[RESULTS]]
To our delight and surprise, the analysis of the data unveiled a significant correlation between the distance separating Uranus and Earth and the number of slot machines in Nevada over the period from 1984 to 2022. The Pearson correlation coefficient, r, was calculated to be 0.9228719, signifying a remarkably strong positive relationship between the two variables. One might even say that Uranus had a "cosmic influence" on the world of gambling in Nevada.
This correlation was further supported by the coefficient of determination, r-squared, which stood at a substantial 0.8516926. It seems that just as celestial bodies exert their gravitational pull on one another, Uranus also exerts a gravitational pull on the proliferation of slot machines in the Silver State. Perhaps astronomers and statisticians alike should start looking out for more "gambling stars" in the sky.
The p-value obtained for this correlation was less than 0.01, indicating a high level of statistical significance. We can therefore confidently conclude that the relationship between the distance from Uranus and the number of slot machines in Nevada is not merely a celestial coincidence, but a statistically supported phenomenon. We may need to consider introducing "astro-gambling" into the realm of celestial predictions.
A visual representation of this correlation is presented in Fig. 1, which shows a scatterplot of the distance between Uranus and Earth against the number of slot machines in Nevada. The scatterplot further solidifies the robustness of the relationship, painting a vivid picture of how Uranus seems to be playing its own game of "cosmic slots" with the casinos of Nevada.
This discovery not only sheds light on the whimsical connections that can arise between celestial events and human activities but also beckons us to consider the broader implications of our cosmic context. As we continue to unravel the mysteries of the universe, let us not forget to appreciate the quirky ways in which the celestial and the terrestrial intersect. After all, who knows what other cosmic surprises await us, perhaps a jackpot hidden in the stars?

-------

Your response should start like this:

[[DISCUSSION]]



ChatGPT:

[[DISCUSSION]]

The celestial dance of the planets has long been a subject of fascination and speculation, often steeped in mythical narratives and astrological beliefs. However, our research has brought forth compelling evidence of a tangible connection between the distant realm of Uranus and the glitzy world of slot machines in Nevada. It appears that while Uranus may be distant in the sky, its influence on earthly endeavors, particularly the gambling infrastructure in Nevada, is anything but remote. One might even say that Uranus is truly making its presence felt in the realm of earthly indulgence, quite literally becoming the "star" of the show in Nevada.

Building upon the literature review, which often flirted with the cosmic and the comical, our findings not only lend support to the idea of celestial forces impacting human activities but also add a playful twist to our understanding of statistical correlations. The results substantiate previous notions of the cosmic influence on earthly affairs, providing a clear statistical backing to the whimsical hypotheses that celestial bodies might be pulling the strings behind our daily activities.

Our study reveals that just as the moon's phases have been linked to social behaviors and Venus's retrograde to agricultural yields, the distance between Uranus and Earth serves as an uncanny harbinger of the ebb and flow of slot machines in Nevada. It's almost as if the cosmos is teasing us with its own version of a vast, celestial slot machine, encouraging us to take a spin on its astronomical reels.

The exceptionally strong correlation coefficient of 0.9228719 reaffirms the robustness of this cosmic-slot machine connection, highlighting the spellbinding statistical dance that Uranus seems to be performing with the casinos of Nevada. It begs the question – are there "astronomical slot strategies" waiting to be unveiled, or should astrologers be consulted alongside statisticians when making gambling predictions? Perhaps "astro-gambling" is not as far-fetched as it may seem, and we are just scratching the surface of the celestial influences on earthly activities.

As we ponder the significance of this correlation, it becomes evident that the interplay between the celestial and the terrestrial holds more intrigue than meets the eye. It is a reminder that in the cosmic casino of the universe, there could be hidden jackpots waiting to be discovered, or perhaps, even more Uranus-sized surprises lurking in the stars. Indeed, as we continue our scientific pursuits, it seems fitting to keep our eyes on the skies and our bets open to the cosmic possibilities. After all, when it comes to the vast expanse of the universe, one might say that the odds are indeed astronomical!


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 distance between Uranus and Earth and Number of Slot Machines in Nevada. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences. Sneak in some jokes and clever puns about science, research, statistics, and the variables.

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]]
The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada

[[ABSTRACT]]
This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.

Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.

This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

[[INTRDUCTION]]
INTRODUCTION
The pursuit of scientific inquiry often leads researchers down unexpected paths, and occasionally, those paths intersect with the most unlikely of subjects. In this study, we turn our gaze toward the heavens to explore the connection between the distance separating Uranus and Earth and the number of slot machines in Nevada. As the saying goes, "When in doubt, look to the stars – and the slot machines, of course."
We embarked on this celestial gambling journey due to the peculiar observation that when Uranus is at its greatest distance from Earth, there is a statistically significant increase in the number of slot machines in Nevada. It seems our cosmic kin are trying to tell us something, or perhaps they're just placing their bets on the next celestial body to influence human behavior. Who knew Uranus had such a cosmic sense of humor?
Delving into the realms of astrophysics and statistical analysis, we aimed to uncover the mechanisms at play behind this otherworldly connection. Our findings not only revealed a strong correlation between the celestial distance and terrestrial slot machines but also highlighted the cosmic dance of probability and planetary positions. One might say that in this universe, cosmic rays are just nature's way of nudging us to take a spin of the wheel.

[[RESULTS]]
To our delight and surprise, the analysis of the data unveiled a significant correlation between the distance separating Uranus and Earth and the number of slot machines in Nevada over the period from 1984 to 2022. The Pearson correlation coefficient, r, was calculated to be 0.9228719, signifying a remarkably strong positive relationship between the two variables. One might even say that Uranus had a "cosmic influence" on the world of gambling in Nevada.
This correlation was further supported by the coefficient of determination, r-squared, which stood at a substantial 0.8516926. It seems that just as celestial bodies exert their gravitational pull on one another, Uranus also exerts a gravitational pull on the proliferation of slot machines in the Silver State. Perhaps astronomers and statisticians alike should start looking out for more "gambling stars" in the sky.
The p-value obtained for this correlation was less than 0.01, indicating a high level of statistical significance. We can therefore confidently conclude that the relationship between the distance from Uranus and the number of slot machines in Nevada is not merely a celestial coincidence, but a statistically supported phenomenon. We may need to consider introducing "astro-gambling" into the realm of celestial predictions.
A visual representation of this correlation is presented in Fig. 1, which shows a scatterplot of the distance between Uranus and Earth against the number of slot machines in Nevada. The scatterplot further solidifies the robustness of the relationship, painting a vivid picture of how Uranus seems to be playing its own game of "cosmic slots" with the casinos of Nevada.
This discovery not only sheds light on the whimsical connections that can arise between celestial events and human activities but also beckons us to consider the broader implications of our cosmic context. As we continue to unravel the mysteries of the universe, let us not forget to appreciate the quirky ways in which the celestial and the terrestrial intersect. After all, who knows what other cosmic surprises await us, perhaps a jackpot hidden in the stars?

-------

Your response should start like this:

[[CONCLUSION]]



ChatGPT:

CONCLUSION

As we conclude our celestial odyssey into the cosmos of gambling, the correlation between the distance separating Uranus and Earth and the number of slot machines in Nevada has left us starry-eyed. It seems that when Uranus is at its farthest, the stakes are highest in the Silver State! One might say the celestial bodies are aligned for a stellar jackpot in this quirky dance of statistical significance.

Our research has brought to light this cosmic slot machine connection, showcasing a coefficient of 0.9228719 and a rock-solid p-value of less than 0.01. It appears that when Uranus is distant, the Nevada gambling scene is in full swing, embracing a profound connection with the celestial mechanics that govern our universe. It's almost as if the planets are urging us to take a chance and place our bets on the cosmic roulette wheel.

This study marks not only a statistical triumph but also an embodiment of the scientific spirit that dares to delve into the unexpected. It challenges us to lean into the cosmic comedy and embrace the unpredictable intersections of celestial mechanics and human behavior. After all, who knew that the astronomical dance of Uranus and Earth could hold such celestial stakes in the world of gambling?

It is evident from our findings that the celestial distance from Uranus is a cosmic companion to the proliferation of slot machines in Nevada, urging us to consider the cosmic jokes that the universe might be playing on us. As our research comes to a close, one dad joke remains: "It seems that Uranus has truly become the 'planet of chance' in more ways than one!"

With our celestial-slot machine correlation established, we dare to assert that no further research is needed in this area. Let's leave this extraordinary cosmic connection to the annals of statistical oddities and quirky cosmic curiosities. The stars have aligned, and so shall our conclusion.

Research Paper Drafted By:
Dr. Ima Wiseacre, Ph.D.
Department of Statistical Astronomy
University of Punnville


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 The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada. Respond only with the name of a fictional academic journal.

ChatGPT:

The Journal of Astrological Economics


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 The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada. Respond only with the name of a fictional organization.

ChatGPT:

The Association for Celestial Gambling Research (ACGR)


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 The Celestial Slot Machine Connection: Exploring the Correlation Between the Distance between Uranus and Earth and the Number of Slot Machines in Nevada with an abstract of This paper presents the findings from a comprehensive study investigating the intriguing correlation between the distance between Uranus and Earth and the number of slot machines in the state of Nevada. Utilizing data obtained from Astropy for the celestial distances and UNLV for extensive slot machine records, our research team set out to explore this cosmic conundrum. We uncovered a remarkably strong correlation, with a coefficient of 0.9228719 and p < 0.01, spanning the years 1984 to 2022.
Our results not only demonstrate a striking statistical relationship between the astronomical distance and the gambling infrastructure in Nevada but also offer an enthralling insight into the interplay of celestial mechanics and human endeavors. It seems that when Uranus is the farthest from Earth, the number of slot machines in Nevada is at its peak! One may indeed jest that the celestial bodies are not only influencing our gravitational pull but also our propensity for gambling.
This study opens the door to a new field of research that delves into the cosmic influences on human behavior, and serves as a reminder that even the most unexpected connections can reveal intriguing patterns. As for the exact mechanism behind this celestial-slot machine phenomenon, it remains an enigma, leaving us to ponder the broader implications of our cosmic context, one dad joke at a time.

ChatGPT:

Uranus distance, Earth distance, celestial correlation, Nevada slot machines, Astropy data, UNLV records, gambling infrastructure, statistical relationship, astronomical distance, celestial mechanics, human behavior, cosmic influences, celestial-slot machine phenomenon, broader implications

*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 distance between Uranus and Earth
Detailed data title: The average distance between Uranus and Earth as measured on the first day of each month
Source: Caclculated using Astropy
Additional Info: I wrote a Python script using Astropy to calculate the distance between the named planets on the first day of each month for every year.

See what else correlates with The distance between Uranus and Earth

Number of Slot Machines in Nevada
Source: UNLV
See what else correlates with Number of Slot Machines in Nevada

Correlation r = 0.9228719 (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 = 0.8516926 (Coefficient of determination)
This means 85.2% of the change in the one variable (i.e., Number of Slot Machines in Nevada) is predictable based on the change in the other (i.e., The distance between Uranus and Earth) over the 39 years from 1984 through 2022.

p < 0.01, which is statistically significant(Null hypothesis significance test)
The p-value is 6.5E-17. 0.0000000000000000652166547162
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 0.92 in 6.5E-15% of random cases. Said differently, if you correlated 15,333,506,515,347,178 random variables You don't actually need 15 quadrillion variables to find a correlation like this one. I don't have that many variables in my database. You can also correlate variables that are not independent. I do this a lot.

p-value calculations are useful for understanding the probability of a result happening by chance. They are most useful when used to highlight the risk of a fluke outcome. For example, if you calculate a p-value of 0.30, the risk that the result is a fluke is high. It is good to know that! But there are lots of ways to get a p-value of less than 0.01, as evidenced by this project.

In this particular case, the values are so extreme as to be meaningless. That's why no one reports p-values with specificity after they drop below 0.01.

Just to be clear: I'm being completely transparent about the calculations. There is no math trickery. This is just how statistics shakes out when you calculate hundreds of millions of random correlations.
with the same 38 degrees of freedom, Degrees of freedom is a measure of how many free components we are testing. In this case it is 38 because we have two variables measured over a period of 39 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.

[ 0.86, 0.96 ] 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.
198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022
The distance between Uranus and Earth (Planetary distance (AU))18.995519.059119.124619.190219.257219.321919.387719.453219.518519.581319.642319.700419.754719.805419.851519.893319.9319.964819.99520.02220.04420.06620.082820.095520.101420.106620.104220.096320.080220.064220.040920.013519.979619.948319.911419.871719.826219.783319.7342
Number of Slot Machines in Nevada (Slot machines)890009500097000105000111000120000132000135000136000147000157000165000172000177000180000187000193000196000186000184000179000178000177000175000172000170000167000187372182574179837175464171101167692164996163757163100136375144410146702




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.
  4. Y-axis doesn't start at zero: I truncated the Y-axes of the graph above. I also used a line graph, which makes the visual connection stand out more than it deserves. Nothing against line graphs. They are great at telling a story when you have linear data! But visually it is deceptive because the only data is at the points on the graph, not the lines on the graph. In between each point, the data could have been doing anything. Like going for a random walk by itself!
    Mathematically what I showed is true, but it is intentionally misleading. Below is the same chart but with both Y-axes starting at zero.




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([18.9955,19.0591,19.1246,19.1902,19.2572,19.3219,19.3877,19.4532,19.5185,19.5813,19.6423,19.7004,19.7547,19.8054,19.8515,19.8933,19.93,19.9648,19.995,20.022,20.044,20.066,20.0828,20.0955,20.1014,20.1066,20.1042,20.0963,20.0802,20.0642,20.0409,20.0135,19.9796,19.9483,19.9114,19.8717,19.8262,19.7833,19.7342,])
array_2 = np.array([89000,95000,97000,105000,111000,120000,132000,135000,136000,147000,157000,165000,172000,177000,180000,187000,193000,196000,186000,184000,179000,178000,177000,175000,172000,170000,167000,187372,182574,179837,175464,171101,167692,164996,163757,163100,136375,144410,146702,])
array_1_name = "The distance between Uranus and Earth"
array_2_name = "Number of Slot Machines in Nevada"

# 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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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."

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Correlation ID: 1184 · Black Variable ID: 1943 · Red Variable ID: 2
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