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Spurious correlation #4,235 · View random

A linear line chart with years as the X-axis and two variables on the Y-axis. The first variable is Solar power generated in Mozambique and the second variable is Google searches for 'that is sus'.  The chart goes from 2012 to 2021, and the two variables track closely in value over that time. Small Image
Download png
, svg

AI explanation

As the solar panels soaked up the sun's rays, they also inadvertently absorbed some of its playful energy. This led to a surge in suspicious behavior, as photons were caught red-handed acting sketchy and sowing distrust among the solar cells. It's a case of 'photon' plays that sparked a light-hearted but concerning trend in Mozambique, leaving everyone to wonder, "Solar power may be renewable, but is the fun it's generating truly sustainable?"

Model: dalle-3
Prompt: Generate a photorealistic image of a sunlit landscape in Mozambique, with solar panels absorbing the warm rays. Convey an ethereal, almost whimsical atmosphere as if the photons are mischievously dancing around the panels, making them appear almost sentient. Enhance the visual with a subtly suspicious undertone, portraying a subtle tension between the solar cells and the photons. Additionally, include an abstract representation of Google search bar with 'that is sus' trending prominently, subtly interweaving the internet's response to the peculiar behavior of the photons. 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: Solar power generated in Mozambique and Google searches for 'that is sus'. 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: Whimsical illustration Cute 2D animation Macabre Data cyber art Photorealism
ChatGPT: Photorealism

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 Solar power generated in Mozambique and Google searches for 'that is sus', in the following situation: As the solar panels soaked up the sun's rays, they also inadvertently absorbed some of its playful energy. This led to a surge in suspicious behavior, as photons were caught red-handed acting sketchy and sowing distrust among the solar cells. It's a case of 'photon' plays that sparked a light-hearted but concerning trend in Mozambique, leaving everyone to wonder, "Solar power may be renewable, but is the fun it's generating truly sustainable?". Keep the description simple.
ChatGPT: In Mozambique, as solar panels basked in the sun, they caught some playful energy. This led to a surge in suspicious behavior, with photons acting sketchy and sowing distrust among the solar cells. Meanwhile, Google searches for 'that is sus' spiked, as if the photons' mischief had spread to the internet.

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: [ Photorealism ] and depicting this scene: In Mozambique, as solar panels basked in the sun, they caught some playful energy. This led to a surge in suspicious behavior, with photons acting sketchy and sowing distrust among the solar cells. Meanwhile, Google searches for 'that is sus' spiked, as if the photons' mischief had spread to the internet. Keep the visual depiction simple. Do not include any words or speech bubbles.
ChatGPT: Generate a photorealistic image of a sunlit landscape in Mozambique, with solar panels absorbing the warm rays. Convey an ethereal, almost whimsical atmosphere as if the photons are mischievously dancing around the panels, making them appear almost sentient. Enhance the visual with a subtly suspicious undertone, portraying a subtle tension between the solar cells and the photons. Additionally, include an abstract representation of Google search bar with 'that is sus' trending prominently, subtly interweaving the internet's response to the peculiar behavior of the photons.

*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 Solar power generated in Mozambique caused that is sus (Google searches for 'that is sus') to increase. Include one good pun.

AI academic paper

(Because p < 0.01)
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

The Journal of Renewable Energy and Internet Trends

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 dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Make the title seem clever.

Your research team used data from Energy Information Administration and Google Trends to assess this nagging question. You found a correlation coefficient of 0.9785151 and p < 0.01 for 2012 to 2021.

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]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.


Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Here is the title and abstract of the paper:
[[TITLE]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

-------

Your response should start like this:

[[INTRODUCTION]]



ChatGPT:
[[INTRODUCTION]]

As the pursuit of sustainable energy sources continues to captivate the global community, researchers strive to shed light on unexpected connections and correlations. In this vein, our investigation delves into the curious interplay between solar power generation in Mozambique and the frequency of Google searches for the colloquial phrase 'that is sus.' This unlikely pairing sparks curiosity, much like a solar-powered flashlight illuminating a path through the dark – or, dare I say, shed light on a "solar panel's" unique sense of humor.

While the idea of harnessing solar energy to power internet fads may seem as improbable as finding a solar-powered flashlight at night, our inquiry has unearthed a statistical relationship that is as striking as a bolt of lightning. Our pursuit of this correlation has been as relentless as a supervillain's quest for world domination, and our findings are as electrifying as a lightning storm over a solar farm.

Before delving into the nuances of our research methodology and empirical analysis, it is crucial to consider the broader implications of our endeavor. The unexpected convergence of solar power and internet pop culture invites us to contemplate the intricate web of connections that underpins modern society – a web as tangled as a poorly installed extension cord and yet, as interconnected as a circuit board.

As we embark on this journey of scientific inquiry, we aim to infuse our exploration with the lighthearted spirit of discovery, much like a solar-powered pun delivering an unexpected spark of humor. In doing so, we strive to illuminate the sometimes overlooked intersections of technology, culture, and human behavior, just as the sun illuminates the path ahead on a bright summer day, or, for that matter, the punchline of an exceptionally bright dad joke.


Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. 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 CVS receipts.

Here is the title and abstract of the paper:
[[TITLE]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

-------

And here is the introduction section that led to this literature review:
[[INTRODUCTION]]
As the pursuit of sustainable energy sources continues to captivate the global community, researchers strive to shed light on unexpected connections and correlations. In this vein, our investigation delves into the curious interplay between solar power generation in Mozambique and the frequency of Google searches for the colloquial phrase 'that is sus.' This unlikely pairing sparks curiosity, much like a solar-powered flashlight illuminating a path through the dark – or, dare I say, shed light on a "solar panel's" unique sense of humor.
While the idea of harnessing solar energy to power internet fads may seem as improbable as finding a solar-powered flashlight at night, our inquiry has unearthed a statistical relationship that is as striking as a bolt of lightning. Our pursuit of this correlation has been as relentless as a supervillain's quest for world domination, and our findings are as electrifying as a lightning storm over a solar farm.
Before delving into the nuances of our research methodology and empirical analysis, it is crucial to consider the broader implications of our endeavor. The unexpected convergence of solar power and internet pop culture invites us to contemplate the intricate web of connections that underpins modern society – a web as tangled as a poorly installed extension cord and yet, as interconnected as a circuit board.
As we embark on this journey of scientific inquiry, we aim to infuse our exploration with the lighthearted spirit of discovery, much like a solar-powered pun delivering an unexpected spark of humor. In doing so, we strive to illuminate the sometimes overlooked intersections of technology, culture, and human behavior, just as the sun illuminates the path ahead on a bright summer day, or, for that matter, the punchline of an exceptionally bright dad joke.

-------

Your response should start like this:

[[LITERATURE REVIEW]]



ChatGPT:
[[LITERATURE REVIEW]]

In "Smith et al.," the authors find that solar power generation in Mozambique has been steadily increasing over the past decade, aided by favorable climatic conditions and government initiatives to promote renewable energy sources. Furthermore, "Doe and Jones" discuss the growing importance of internet search trends as a barometer of cultural phenomena, highlighting the potential for analyzing online behaviors in relation to broader societal developments.

However, the connection between these two seemingly disparate subjects has yet to be explored in academic literature. As we venture into uncharted territory, we turn to "The Solar-Powered Century" by John Bright for insights into the evolution of solar energy and its impact on global energy markets. Similarly, "The Language of Memes" by Susan Wordplay provides a comprehensive exploration of internet culture and the emergence of popular phrases, albeit with less emphasis on solar-related memes.

Turning to fictional narratives, the works of J.R.R. Tolkien, particularly "The Fellowship of the Solar Panel," offer allegorical perspectives on the quest for sustainable energy, albeit in Middle-earth rather than Mozambique. Likewise, in the satirical novel "Solar Power and Sus-tainability" by Lenny Punster, the protagonist embarks on a comedic journey to uncover the unexpected link between renewable energy and online memes - a lighthearted twist on our own scholarly pursuit.

In an unexpected turn of events, we encountered an unconventional source during our literature review process. While perusing an assortment of eclectic literature, including non-fiction books and scholarly articles, we stumbled upon a collection of CVS receipts inadvertently left in the library's photocopier. Although not a traditional source of academic insight, these receipts provided a wealth of data on purchases, rewards program points, and the occasional promotional coupon - a reminder that unexpected discoveries can emerge from the unlikeliest of sources, much like a surprise sale on solar-powered flashlights.


Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Your research team collected data from all across the internet, but mostly just used information from Energy Information Administration and Google Trends . You used data from 2012 to 2021

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]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

[[INTRODUCTION]]
As the pursuit of sustainable energy sources continues to captivate the global community, researchers strive to shed light on unexpected connections and correlations. In this vein, our investigation delves into the curious interplay between solar power generation in Mozambique and the frequency of Google searches for the colloquial phrase 'that is sus.' This unlikely pairing sparks curiosity, much like a solar-powered flashlight illuminating a path through the dark – or, dare I say, shed light on a "solar panel's" unique sense of humor.
While the idea of harnessing solar energy to power internet fads may seem as improbable as finding a solar-powered flashlight at night, our inquiry has unearthed a statistical relationship that is as striking as a bolt of lightning. Our pursuit of this correlation has been as relentless as a supervillain's quest for world domination, and our findings are as electrifying as a lightning storm over a solar farm.
Before delving into the nuances of our research methodology and empirical analysis, it is crucial to consider the broader implications of our endeavor. The unexpected convergence of solar power and internet pop culture invites us to contemplate the intricate web of connections that underpins modern society – a web as tangled as a poorly installed extension cord and yet, as interconnected as a circuit board.
As we embark on this journey of scientific inquiry, we aim to infuse our exploration with the lighthearted spirit of discovery, much like a solar-powered pun delivering an unexpected spark of humor. In doing so, we strive to illuminate the sometimes overlooked intersections of technology, culture, and human behavior, just as the sun illuminates the path ahead on a bright summer day, or, for that matter, the punchline of an exceptionally bright dad joke.

-------

Your response should start like this:

[[METHODOLOGY]]



ChatGPT:

[[METHODOLOGY]]

To investigate the curious correlation between solar power generation in Mozambique and the frequency of Google searches for the phrase 'that is sus,' our research team employed a blend of meticulous data collection, statistical analysis, and a touch of whimsy. The data used in this study were primarily sourced from the Energy Information Administration for solar power generation in Mozambique and Google Trends for the frequency of searches for the phrase 'that is sus' from 2012 to 2021. We acknowledge the limitations of our sources, but as they say, when life gives you solar power and internet trends, make solar-powered internet memes.

The research team first employed a convoluted method of data cleansing and processing, akin to untangling a particularly knotty solar power cable. After ensuring the accuracy and integrity of the data, a series of statistical analyses were conducted to examine the relationship between solar power generation and 'that is sus' searches. The statistical measures used were as robust as a reinforced solar panel and included techniques such as correlation analysis, time-series modeling, and trend decomposition. The application of these methods allowed us to shed light on the shimmering connection between solar energy and internet vernacular, not unlike a dazzling solar-powered disco ball.

Moreover, to validate the robustness of our findings, a series of sensitivity analyses and robustness checks were performed. These analyses were as rigorous as a solar-powered robot performing quality control on a production line and served to ensure the reliability and consistency of our results. We acknowledge that this process was as painstaking as aligning a solar panel to capture the maximum sun exposure, but the pursuit of scientific rigor knows no shade.

In addition, qualitative assessments were conducted to explore potential contextual factors that may underlie the observed correlation. This exploration delved into the cultural significance of the phrase 'that is sus' and the societal perceptions of solar power in Mozambique. These qualitative analyses added depth to our investigation, much like the shading effect of solar panels on a scorching summer day or, one might say, the subtle nuances of a well-crafted dad joke.

Furthermore, to infuse an element of whimsy into our study, the research team conducted informal interviews and social media surveys to gather anecdotal evidence regarding the crossover appeal of solar power and internet culture. These inquiries were as playful as a solar-powered kitten chasing a laser pointer and provided anecdotal insights that highlighted the unexpected synergies between seemingly unrelated phenomena. This approach, while unconventional, enriched our analysis with a touch of spontaneity and levity, much like the surprise twist in a well-timed dad joke.

In conclusion, our research methodology combined rigorous statistical analysis with a lighthearted exploration of the unexpected link between solar power in Mozambique and the phrase 'that is sus.' This methodology allowed us to shed light on the surprising correlation, emphasizing the importance of blending scientific inquiry with a sense of curiosity and a dash of humor. Such an approach, much like a solar-powered smile, brightened the path to understanding the unexpected interconnections that define our complex world.


Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

Your research team collected data from all across the internet, but mostly just used information from Energy Information Administration and Google Trends .

For the time period 2012 to 2021, you found a correlation 0.9785151, r-squared of 0.9574918, 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]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

-------

And here is the methodology section that led to this result:
[[METHODOLOGY]]
As the pursuit of sustainable energy sources continues to captivate the global community, researchers strive to shed light on unexpected connections and correlations. In this vein, our investigation delves into the curious interplay between solar power generation in Mozambique and the frequency of Google searches for the colloquial phrase 'that is sus.' This unlikely pairing sparks curiosity, much like a solar-powered flashlight illuminating a path through the dark – or, dare I say, shed light on a "solar panel's" unique sense of humor.
While the idea of harnessing solar energy to power internet fads may seem as improbable as finding a solar-powered flashlight at night, our inquiry has unearthed a statistical relationship that is as striking as a bolt of lightning. Our pursuit of this correlation has been as relentless as a supervillain's quest for world domination, and our findings are as electrifying as a lightning storm over a solar farm.
Before delving into the nuances of our research methodology and empirical analysis, it is crucial to consider the broader implications of our endeavor. The unexpected convergence of solar power and internet pop culture invites us to contemplate the intricate web of connections that underpins modern society – a web as tangled as a poorly installed extension cord and yet, as interconnected as a circuit board.
As we embark on this journey of scientific inquiry, we aim to infuse our exploration with the lighthearted spirit of discovery, much like a solar-powered pun delivering an unexpected spark of humor. In doing so, we strive to illuminate the sometimes overlooked intersections of technology, culture, and human behavior, just as the sun illuminates the path ahead on a bright summer day, or, for that matter, the punchline of an exceptionally bright dad joke.

-------

Your response should start like this:

[[RESULTS]]



ChatGPT:

[[RESULTS]]

The analysis of the relationship between solar power generation in Mozambique and Google searches for the phrase 'that is sus' revealed a remarkably strong correlation. The correlation coefficient of 0.9785151 and an r-squared value of 0.9574918 indicate an exceptionally tight relationship between these seemingly unrelated phenomena, not unlike the tight embrace of a solar panel in need of some light refreshment. In line with this, the p-value of less than 0.01 suggests that this association is highly statistically significant, much like the gravity of a celestial body pulling in dad jokes.

The scatterplot depicted in Figure 1 visually conveys the robust positive correlation between the solar power generated in Mozambique and the frequency of Google searches for 'that is sus.' It graphically illustrates the convergence of these two variables with the clarity of a cloudless day, or, dare I say, with the clarity of a solar-powered calculator computing the humor quotient of a dad joke.

Our findings point to a consistent pattern of co-movement between solar power output and online references to suspicious activities. While this relationship may initially seem as peculiar as a UFO sighting on a sunny afternoon, our data analysis reveals a connection that is as remarkable as a solar eclipse – a rare and captivating harmony between sustainable energy production and internet culture.

In conclusion, this research shines a light on the unexpectedly strong correlation between solar power generation in Mozambique and the prevalence of 'that is sus' Google searches. The significance of this finding resonates as profoundly as sunlight on a solar panel, shedding new light on the interconnectedness of renewable energy and contemporary online discourse – much like the beaming smile that follows a well-timed dad joke.


Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

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]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

[[LITERATURE REVIEW]]
In "Smith et al.," the authors find that solar power generation in Mozambique has been steadily increasing over the past decade, aided by favorable climatic conditions and government initiatives to promote renewable energy sources. Furthermore, "Doe and Jones" discuss the growing importance of internet search trends as a barometer of cultural phenomena, highlighting the potential for analyzing online behaviors in relation to broader societal developments.
However, the connection between these two seemingly disparate subjects has yet to be explored in academic literature. As we venture into uncharted territory, we turn to "The Solar-Powered Century" by John Bright for insights into the evolution of solar energy and its impact on global energy markets. Similarly, "The Language of Memes" by Susan Wordplay provides a comprehensive exploration of internet culture and the emergence of popular phrases, albeit with less emphasis on solar-related memes.
Turning to fictional narratives, the works of J.R.R. Tolkien, particularly "The Fellowship of the Solar Panel," offer allegorical perspectives on the quest for sustainable energy, albeit in Middle-earth rather than Mozambique. Likewise, in the satirical novel "Solar Power and Sus-tainability" by Lenny Punster, the protagonist embarks on a comedic journey to uncover the unexpected link between renewable energy and online memes - a lighthearted twist on our own scholarly pursuit.
In an unexpected turn of events, we encountered an unconventional source during our literature review process. While perusing an assortment of eclectic literature, including non-fiction books and scholarly articles, we stumbled upon a collection of CVS receipts inadvertently left in the library's photocopier. Although not a traditional source of academic insight, these receipts provided a wealth of data on purchases, rewards program points, and the occasional promotional coupon - a reminder that unexpected discoveries can emerge from the unlikeliest of sources, much like a surprise sale on solar-powered flashlights.

[[RESULTS]]
The analysis of the relationship between solar power generation in Mozambique and Google searches for the phrase 'that is sus' revealed a remarkably strong correlation. The correlation coefficient of 0.9785151 and an r-squared value of 0.9574918 indicate an exceptionally tight relationship between these seemingly unrelated phenomena, not unlike the tight embrace of a solar panel in need of some light refreshment. In line with this, the p-value of less than 0.01 suggests that this association is highly statistically significant, much like the gravity of a celestial body pulling in dad jokes.
The scatterplot depicted in Figure 1 visually conveys the robust positive correlation between the solar power generated in Mozambique and the frequency of Google searches for 'that is sus.' It graphically illustrates the convergence of these two variables with the clarity of a cloudless day, or, dare I say, with the clarity of a solar-powered calculator computing the humor quotient of a dad joke.
Our findings point to a consistent pattern of co-movement between solar power output and online references to suspicious activities. While this relationship may initially seem as peculiar as a UFO sighting on a sunny afternoon, our data analysis reveals a connection that is as remarkable as a solar eclipse – a rare and captivating harmony between sustainable energy production and internet culture.
In conclusion, this research shines a light on the unexpectedly strong correlation between solar power generation in Mozambique and the prevalence of 'that is sus' Google searches. The significance of this finding resonates as profoundly as sunlight on a solar panel, shedding new light on the interconnectedness of renewable energy and contemporary online discourse – much like the beaming smile that follows a well-timed dad joke.

-------

Your response should start like this:

[[DISCUSSION]]



ChatGPT:

[[DISCUSSION]]

The findings of our research bring to light an intriguing relationship between solar power generation in Mozambique and the frequency of Google searches for the phrase 'that is sus.' The remarkably strong correlation coefficient of 0.9785151 (p < 0.01) reinforces the notion that these seemingly unrelated phenomena are more intertwined than one might initially suspect, not unlike the unexpected pairing of socks in the laundry.

Building upon prior research by Smith et al., our results align with the documented increase in solar power generation in Mozambique, illustrating a growing reliance on renewable energy sources. Likewise, the work of Doe and Jones regarding internet search trends as a barometer of cultural phenomena finds support in our findings, suggesting that online behaviors may indeed reflect broader societal developments – a digital mirror as true as a solar-powered reflection.

Our investigation also pays homage to "The Language of Memes" by Susan Wordplay, as the prevalence of the phrase 'that is sus' in online searches unveils a linguistic trend with implications beyond casual conversation – a linguistic sorcery as captivating as a solar-powered wand. Moreover, the unexpected influence of J.R.R. Tolkien's allegorical narratives on solar energy, as previously noted, takes on new relevance in light of our discovery, emphasizing the unforeseen connections between fiction and reality – a scholarly synthesis as surprising as finding a hobbit in Mozambique.

Notably, our results suggest that the link between solar power and online memes transcends mere coincidence, underscoring the potential impact of cultural factors on energy-related trends. Much like the inexplicable appeal of dad jokes, this correlation defies simple explanation, beckoning us to delve deeper into the multi-faceted interplay between environmental shifts and digital expressions.

In particular, the robust positive correlation uncovered in this study instigates further inquiries into the underlying mechanisms driving this association. Is it the case that the societal resonance of the phrase 'that is sus' mirrors a broader consciousness of environmental sustainability, akin to the echo of a solar-powered megaphone? Or does the popularity of this phrase in online discourse reflect a broader cultural psyche that reaches beyond the digital realm, much like the dispersion of sunlight through a solar-powered magnifying glass?

Our research not only underscores the surprising linkage between solar power generation in Mozambique and 'that is sus' Google searches but also calls attention to the potential for interdisciplinary exploration of unexpected phenomena. Just as the sun's rays penetrate the Earth's atmosphere, illuminating unexpected corners, our study invites scholars to embrace the unexpected and seek out connections that are as wondrous as a solar-powered carnival and as enigmatic as an eclipse-themed magic show.



Model: gpt-3.5-turbo-1106
System prompt: You are a dry but witty academic researcher. You speak in the passive voice, and your writing sounds like it belongs in a medical or economics journal.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 Solar power generated in Mozambique and Google searches for 'that is sus'. You can't resist a good dad joke. Add a relevant dad joke related to the content every couple of sentences.

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]]
Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches

[[ABSTRACT]]
This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.

Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.

While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.

Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

[[INTRDUCTION]]
As the pursuit of sustainable energy sources continues to captivate the global community, researchers strive to shed light on unexpected connections and correlations. In this vein, our investigation delves into the curious interplay between solar power generation in Mozambique and the frequency of Google searches for the colloquial phrase 'that is sus.' This unlikely pairing sparks curiosity, much like a solar-powered flashlight illuminating a path through the dark – or, dare I say, shed light on a "solar panel's" unique sense of humor.
While the idea of harnessing solar energy to power internet fads may seem as improbable as finding a solar-powered flashlight at night, our inquiry has unearthed a statistical relationship that is as striking as a bolt of lightning. Our pursuit of this correlation has been as relentless as a supervillain's quest for world domination, and our findings are as electrifying as a lightning storm over a solar farm.
Before delving into the nuances of our research methodology and empirical analysis, it is crucial to consider the broader implications of our endeavor. The unexpected convergence of solar power and internet pop culture invites us to contemplate the intricate web of connections that underpins modern society – a web as tangled as a poorly installed extension cord and yet, as interconnected as a circuit board.
As we embark on this journey of scientific inquiry, we aim to infuse our exploration with the lighthearted spirit of discovery, much like a solar-powered pun delivering an unexpected spark of humor. In doing so, we strive to illuminate the sometimes overlooked intersections of technology, culture, and human behavior, just as the sun illuminates the path ahead on a bright summer day, or, for that matter, the punchline of an exceptionally bright dad joke.

[[RESULTS]]
The analysis of the relationship between solar power generation in Mozambique and Google searches for the phrase 'that is sus' revealed a remarkably strong correlation. The correlation coefficient of 0.9785151 and an r-squared value of 0.9574918 indicate an exceptionally tight relationship between these seemingly unrelated phenomena, not unlike the tight embrace of a solar panel in need of some light refreshment. In line with this, the p-value of less than 0.01 suggests that this association is highly statistically significant, much like the gravity of a celestial body pulling in dad jokes.
The scatterplot depicted in Figure 1 visually conveys the robust positive correlation between the solar power generated in Mozambique and the frequency of Google searches for 'that is sus.' It graphically illustrates the convergence of these two variables with the clarity of a cloudless day, or, dare I say, with the clarity of a solar-powered calculator computing the humor quotient of a dad joke.
Our findings point to a consistent pattern of co-movement between solar power output and online references to suspicious activities. While this relationship may initially seem as peculiar as a UFO sighting on a sunny afternoon, our data analysis reveals a connection that is as remarkable as a solar eclipse – a rare and captivating harmony between sustainable energy production and internet culture.
In conclusion, this research shines a light on the unexpectedly strong correlation between solar power generation in Mozambique and the prevalence of 'that is sus' Google searches. The significance of this finding resonates as profoundly as sunlight on a solar panel, shedding new light on the interconnectedness of renewable energy and contemporary online discourse – much like the beaming smile that follows a well-timed dad joke.

-------

Your response should start like this:

[[CONCLUSION]]



ChatGPT:

[[CONCLUSION]]

In light of the compelling correlation between solar power generation in Mozambique and the frequency of Google searches for 'that is sus,' it is clear that this unexpected connection is as illuminating as a solar-powered disco ball at a renewable energy themed party. Our research has not only shed light on this mysterious relationship but has also brought a ray of unexpected humor to the scholarly discourse, much like a dad joke that brightens up a dull lecture.

The robust statistical significance and tight correlation coefficient we have uncovered indicate a connection as strong as the gravitational pull of a star – or, dare I say, as strong as the force of a pun in a room full of academics. Our findings suggest that the intertwining of solar power and internet culture is as natural as a plant basking in sunlight, or as natural as an engineer's ability to make light of a heavy subject.

This unexpected correlation challenges us to approach data analysis with both rigor and a sense of lighthearted curiosity, just as a solar-powered calculator might humorously compute the practicality of a lightbulb joke. As we conclude this investigation, it is evident that the fusion of solar power and internet humor is not just a flash in the pan – it's a sustainable source of scholarly amusement, much like the light-hearted humor of a dad joke that keeps us all afloat.

In summary, our research has uncovered a correlation between solar power in Mozambique and 'that is sus' Google searches that is as strong as the shadow cast by a solar eclipse. With this in mind, we confidently assert that no further research in this area is needed - the connection between solar power and internet memes has been thoroughly illuminated, much like the punchline to a well-crafted dad joke.


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 Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches. Respond only with the name of a fictional academic journal.

ChatGPT:

The Journal of Renewable Energy and Internet Trends


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 Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches. Respond only with the name of a fictional organization.

ChatGPT:

The Institute for Global Energy Solutions and Internet Culture 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 Shining Light on Sus-tainable Energy: The Unlikely Link Between Solar Power in Mozambique and 'That is Sus' Google Searches with an abstract of This study examines the unexpected and seemingly whimsical relationship between the electrical output of solar power in Mozambique and the frequency of Google searches for the popular phrase 'that is sus.' The correlation between these seemingly disparate variables is calculated and explored with a blend of statistical analysis, wit, and a touch of solar-powered humor.
Drawing upon meticulous data from the Energy Information Administration and Google Trends, our research team uncovered a surprising correlation coefficient of 0.9785151 (p < 0.01) for the period spanning 2012 to 2021. Our findings suggest a strong positive relationship between the solar power generated in Mozambique and the online usage of the phrase 'that is sus,' a correlation as striking as a solar eclipse.
While on the surface this unusual link may seem implausible, our research offers insights that are as illuminating as a sunny day. We delve into potential explanations for this connection, considering factors such as social trends, cultural influences, and even the possibility of subconscious association. As we shed light on this enigmatic correlation, it becomes clear that the fusion of solar power and internet memes may not be as far-fetched as it initially appears – much like finding humor in a solar-panel dad joke.
Ultimately, this research demonstrates the importance of exploring unexpected connections and approaching data analysis with both rigor and a sense of lighthearted curiosity. Just as the sun provides energy and life, this study seeks to infuse scholarly inquiry with a dash of humor and a ray of unexpected insight. We illuminate the intersection of solar power and popular culture, showing that even the most seemingly unrelated phenomena may have deeper connections – much like the punchline of a well-timed dad joke.

ChatGPT:

solar power, Mozambique, Google searches, correlation, statistical analysis, energy information administration, Google trends, cultural influences, humor, solar eclipse, data analysis

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



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Data details

Solar power generated in Mozambique
Detailed data title: Total solar power generated in Mozambique in billion kWh
Source: Energy Information Administration
See what else correlates with Solar power generated in Mozambique

Google searches for 'that is sus'
Detailed data title: Relative volume of Google searches for 'that is sus' (Worldwide, without quotes)
Source: Google Trends
Additional Info: Relative search volume (not absolute numbers)

See what else correlates with Google searches for 'that is sus'

Correlation r = 0.9785151 (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 = 0.9574918 (Coefficient of determination)
This means 95.7% of the change in the one variable (i.e., Google searches for 'that is sus') is predictable based on the change in the other (i.e., Solar power generated in Mozambique) over the 10 years from 2012 through 2021.

p < 0.01, which is statistically significant(Null hypothesis significance test)
The p-value is 9.08E-7. 0.0000009083843859760893000000
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 0.98 in 9.08E-5% of random cases. Said differently, if you correlated 1,100,856 random variables You don't actually need 1 million 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 9 degrees of freedom, Degrees of freedom is a measure of how many free components we are testing. In this case it is 9 because we have two variables measured over a period of 10 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.

[ 0.91, 1 ] 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.
2012201320142015201620172018201920202021
Solar power generated in Mozambique (Billion kWh)0.00010.00040.0010.0020.0020.0020.0020.0020.0310.07
Google searches for 'that is sus' (Rel. search volume)10.2510.08338.666678.6666711.083312.515.416714.416740.833358.1667




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([0.0001,0.0004,0.001,0.002,0.002,0.002,0.002,0.002,0.031,0.07,])
array_2 = np.array([10.25,10.0833,8.66667,8.66667,11.0833,12.5,15.4167,14.4167,40.8333,58.1667,])
array_1_name = "Solar power generated in Mozambique"
array_2_name = "Google searches for 'that is sus'"

# 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: 4235 · Black Variable ID: 23834 · Red Variable ID: 1367
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