Update app.py

app.py

@@ -415,7 +415,7 @@ def make_grid(metric, color):
 st.write('Note: these data likely reflect underreporting (some COVID-19 cases and deaths are never ultimately confirmed) and data lag (it takes time for new case and death data to show up on official reports, and some currently-active cases may ultimately, unfortunately, result in death). Case rate, mortality rate, case-fatality ratio, and other metrics depend on both (a) an outbreak itself and (b) our response to it (for example, testing).')
 st.write('Also: federal prisons and D.C. were excluded from these analyses; the Marshall data did not include D.C. data, and placed federal prisons in a separate category (rather than grouping them with their state\'s data). Furthermore&#8212I\'m assuming due to some sizing or rendering error&#8212some bars of the bar charts inside the map floated just above their zerolines; to fix this, I offset the y-ranges by a tiny amount. The map is only intended to show relative heights, and the scale of each bar chart is small enough that the offset doesn\'t make a discernable difference, but nonetheless, I\'m not sure if this is bad practice? (Feel free to roast me if it is.)')
 st.write('In addition, prison case and mortality rates were estimated using prison population figures retrieved as early as January 2020.')
-st.markdown('**The US has a mass incarceration problem.** According to the [American Civil Liberties Union (ACLU)](https://www.aclu.org/issues/smart-justice/mass-incarceration), "despite making up close to 5% of the global population, the U.S. has nearly 25% of the world\'s prison population". And over the course of the COVID-19 pandemic, many state and local governments have failed to take adequate measures to protect prisoners from the disease. Many prisoners live in cramped, crowded, and often unsanitary facilities, and interact with staff who travel in-and-out of the surrounding community.')
+st.markdown('**The US has a mass incarceration problem.** According to the [American Civil Liberties Union (ACLU)](https://www.aclu.org/issues/smart-justice/mass-incarceration), "despite making up close to 5% of the global population, the U.S. has nearly 25% of the world\'s prison population". And over the course of the COVID-19 pandemic, many state and local governments have failed to take adequate measures to protect prisoners from the disease. Prisoners have continued to live in cramped, crowded, and often unsanitary facilities, and interact with staff who travel in-and-out of the surrounding community.')
 st.write('I wanted to make this data project to explore the impact of COVID-19 in prisons versus the overall population.')
 st.markdown('More on interpreting COVID-19 data: ["How to Understand COVID-19 Numbers"](https://www.propublica.org/article/how-to-understand-covid-19-numbers?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature).')
 st.markdown('More on mass incarceration: ["Mass Incarceration"](https://www.aclu.org/issues/smart-justice/mass-incarceration).')