Finance Visualizations
Visualizing the Gender Pay Gap Over Time
Data can be the key to exposing injustices in society. These graphs are a strong example of that. They examine the pay gap between men and women ever since the introduction of the Equal Pay Act. This legislation was supposed to eliminate the gap entirely, but we can see from the graphs that even sixty years later, the gap still exists. There has been some improvement. In the 60’s the pay gap was $0.61 to the man’s dollar and we’re now up to $0.84 to a man’s dollar in 2022. Graphs like this make it clear when we still have work to do:
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The Equal Pay Act was introduced to give workers of all kinds more rights. It covered child labor as well as the gender-based wage gap. Following the timeline displayed, we can see that it certainly had an effect on the wage gap, but it didn’t close it entirely, and change came slowly. It’s no coincidence that this came about in the 1960s since previously, it was uncommon for women to work outside the home. When they did, they were limited to roles like nursing, teaching, and secretarial positions. The feminist movement of the 60s helped millions of women enter the workforce, but it was clear right away they wouldn’t be treated the same as their male coworkers. We love how the data presents a detailed picture of this issue. You can see comparisons by the dollar and by yearly salary. In both cases, women consistently lag behind for no discernible reason other than their gender. Using calculations based on all this data, we can predict that if change continues at this rate, the gap won’t close for another few decades. We hope visualizations like this can help inspire faster change!
Influencers may thrive on social media, but their online power often leads to legal battles. A study by LLC Attorney reveals some of the biggest lawsuits influencers have faced, highlighting the risks that come with digital fame.
Top Lawsuits Against Influencers:
- MrBeast vs. Virtual Dining Concepts
Claim: $100 million
Details: VDC sued MrBeast (Jimmy Donaldson) for breach of contract and defamation over their MrBeast Burger partnership. MrBeast countersued, calling their food “inedible.” - Eddie Hearn vs. Jake Paul
Claim: $100 million
Details: Hearn sued Jake Paul for defamation after Paul accused him of fixing boxing matches. - Cardi B vs. Tasha K
Claim: $4 million
Details: Cardi B won a defamation lawsuit against YouTuber Tasha K, who spread false claims about the rapper’s personal life. - Nebraska Attorney General vs. Liz Friesen
Claim: $3 million+
Details: Legal action over fraudulent business practices. - Texas Attorney General vs. Brittany Dawn Davis
Claim: $400,000
Details: Davis was sued for misleading fitness programs.
From defamation to breach of contract, these cases reveal the serious legal consequences influencers face. As their platforms grow, so does their accountability, proving that online influence doesn’t come without risks.
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The team at Mortgage Calculator released a study examining COVID-19’s impact on the American housing market. The pandemic hugely impacted the global economy, creating shifts in the prices of groceries, cars, gas, and homes. Generally, home prices skyrocketed all around the country. Their research showed that these ten U.S. cities had the largest home price increases:
- Irvine, CA
- Detroit, MI
- Fayetteville, NC
- Miami, FL
- Tampa, FL
- Buffalo, NY
- Port St. Lucie, FL
- Newark, NJ
- San Bernardino, CA
- Petersburg, FL
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There are many reasons that home prices rose so much between 2020 and 2024. The economy was chaotic and uncertain during the pandemic, with average people feeling unequipped to navigate the changes. Many people lost jobs, especially those who held public-facing positions. Others switched to remote work, forcing them to make their home their workspace. For some, this was an ideal situation; others wished for a new home to accommodate their new way of working. Unemployment rose to a higher rate than it had in 80 years. This situation left many seeking new situations, but just as many felt they should plant deeper roots instead.
There were not enough houses to fit the number of people searching for a move or first-time home ownership. Interest rates soared. People moved out of city centers to rural and suburban communities. This left the housing market in flux with skyrocketing prices, as we can see from the in-depth research presented in this chart.
The United States is consistently recognized for its charitable spirit, often ranking highly on the World Giving Index by the Charities Aid Foundation. Americans are undeniably enthusiastic about supporting causes and helping others. Recently, Harmony and Healing conducted a study to identify which U.S. counties are the most charitable.
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Using IRS tax data, the researchers analyzed income and charitable contributions, focusing on the percentage of income donated. This approach allowed them to spotlight the counties with the most generous residents.
Leading the list is Benton County, Arkansas, where residents donate an impressive 15.56% of their income. On average, this equals $29.41 per person. Researchers believe this high level of generosity is influenced by the Walmart headquarters located in the county. With Walmart employing nearly half of Benton County’s residents, the company’s philanthropic culture may inspire local giving habits.
New York County, home to Manhattan, comes in second. Known for its wealth and festive spirit, especially during the holiday season, the area’s residents seem inspired to give back. The combination of high incomes and a culture of holiday cheer likely contributes to its ranking.
Third place goes to San Mateo County in California. Notably, this county is among several in the state to make the top ten, suggesting Californians are particularly committed to charitable giving.
This study highlights how location, culture, and economic factors can shape generosity across the United States, showcasing the varied ways Americans support their communities.
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