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AI explanation

^{Show image generation prompt} Model: dalle-3
Prompt: Generate an image that depicts a group of enthusiastic public relations specialists brainstorming ideas in a bustling West Virginia office. The specialists are huddled around a table with their laptops open, watching LockPickingLawyer's YouTube channel for inspiration. The atmosphere is lively as they sip coffee, laugh, and bounce ideas off one another. In a corner of the office, the LockPickingLawyer himself sits at his desk, adjusting video titles to up the fun factor. The scene should highlight the unintended but powerful effect of the PR specialists' efforts, making lock picking feel like the coolest new trend. The depiction should include only scenes, people, and objects, it should not include text or speech bubbles.

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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: How fun LockPickingLawyer YouTube video titles are and The number of public relations specialists in West Virginia. 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: Voxel art Brutalism a funny image you would see on reddit Charcoal Woodblock painting
ChatGPT: a funny image you would see on reddit

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 How fun LockPickingLawyer YouTube video titles are and The number of public relations specialists in West Virginia, in the following situation: The more public relations specialists in West Virginia, the greater the demand for captivating content. As these specialists work to promote LockPickingLawyer's videos, they realize the importance of catchy titles in capturing audience attention. The competition among PR specialists leads to a surge in creativity, prompting the LockPickingLawyer to up the fun factor in his video titles to stand out. It's a PR power play that's inadvertently making lock picking seem like the coolest thing since sliced bread.. Keep the description simple.
ChatGPT: In a bustling office in West Virginia, a group of enthusiastic public relations specialists huddle around a table brainstorming ideas. Their laptops are open, and they're watching LockPickingLawyer's YouTube channel for inspiration. With the growing number of PR specialists in the state, the demand for captivating content has intensified. As they sip coffee, they laugh and bounce ideas off one another, striving to craft the most engaging and attention-grabbing video titles to promote the LockPickingLawyer's content. Meanwhile, in another corner of the office, the LockPickingLawyer himself sits at his desk, tweaking his video titles to up the fun factor, as he recognizes the competition and the surge in creativity. The scene captures the unintended but powerful effect of this PR power play, making lock picking feel like the coolest new trend.

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: [ a funny image you would see on reddit ] and depicting this scene: In a bustling office in West Virginia, a group of enthusiastic public relations specialists huddle around a table brainstorming ideas. Their laptops are open, and they're watching LockPickingLawyer's YouTube channel for inspiration. With the growing number of PR specialists in the state, the demand for captivating content has intensified. As they sip coffee, they laugh and bounce ideas off one another, striving to craft the most engaging and attention-grabbing video titles to promote the LockPickingLawyer's content. Meanwhile, in another corner of the office, the LockPickingLawyer himself sits at his desk, tweaking his video titles to up the fun factor, as he recognizes the competition and the surge in creativity. The scene captures the unintended but powerful effect of this PR power play, making lock picking feel like the coolest new trend. Keep the visual depiction simple. Do not include any words or speech bubbles.
ChatGPT: Generate an image that depicts a group of enthusiastic public relations specialists brainstorming ideas in a bustling West Virginia office. The specialists are huddled around a table with their laptops open, watching LockPickingLawyer's YouTube channel for inspiration. The atmosphere is lively as they sip coffee, laugh, and bounce ideas off one another. In a corner of the office, the LockPickingLawyer himself sits at his desk, adjusting video titles to up the fun factor. The scene should highlight the unintended but powerful effect of the PR specialists' efforts, making lock picking feel like the coolest new trend.

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*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.

AI academic paper

Shtick Picks & PR Flicks: The Link Between LockPickingLawyer Video Titles and Public Relations Specialists in West Virginia Journal of Quirky Media Analysis Jan 2024 Reminder: This paper is AI-generated. Not real!

Problem variable:	Which variable has a problem? How fun LockPickingLawyer YouTube video titles are The number of public relations specialists in West Virginia Neither / both
Issue:	What is the issue? The data is incorrect The chart isn't displaying properly There is a typo The source link is incorrect A calculation is wrong Something else
Additional details: Optional
Confirm you are a human:

Data details

Why this works

1. Data dredging: I have 25,237 variables in my database. I compare all these variables against each other to find ones that randomly match up. That's 636,906,169 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^Note 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^Note 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. Very low n: There are not many data points included in this analysis. Even if the p-value is high, we should be suspicious of using so few datapoints in a correlation.

Try it yourself

# 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([5.4545,5.1385,5.5579,5.3773,5.7416,5.698,5.6474,5.37,])
array_2 = np.array([370,290,350,310,440,410,410,340,])
array_1_name = "How fun LockPickingLawyer YouTube video titles are"
array_2_name = "The number of public relations specialists in West Virginia"

# 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)

Reuseable content

• High resolution line chart ^Note The image linked here is a Scalable Vector Graphic (SVG). It is the highest resolution that is possible to achieve. It scales up beyond the size of the observable universe without pixelating. You do not need to email me asking if I have a higher resolution image. I do not. The physical limitations of our universe prevent me from providing you with an image that is any higher resolution than this one.
  
  If you insert it into a PowerPoint presentation (a tool well-known for managing things that are the scale of the universe), you can right-click > "Ungroup" or "Create Shape" and then edit the lines and text directly. You can also change the colors this way.
  
  Alternatively you can use a tool like Inkscape.
  
• High resolution line chart, optimized for mobile
• Alternative high resolution line chart
• Scatterplot
• Portable line chart (png)
• Portable line chart (png), optimized for mobile
• Line chart for only How fun LockPickingLawyer YouTube video titles are
• Line chart for only The number of public relations specialists in West Virginia
• AI-generated correlation image
• The spurious research paper: Shtick Picks & PR Flicks: The Link Between LockPickingLawyer Video Titles and Public Relations Specialists in West Virginia