Category: mapping

How many players are in the National Basketball Association (NBA)? The premier men’s professional basketball league is made up of 30 teams of 15 players. As that’s 450 athletes, the NBA is always on the lookout for rising talent.

Since the annual NBA draft began in 1947, it’s been the source of athletes for NBA teams—and NCAA college basketball players are often the focus. Of course, LeBron James and Dwight Howard were famously recruited out of high school—but since 2000, 247 NBA players have been drafted from one of 75 colleges.

So what college has the most NBA players and where did most of the first overall draft picks go to school? Find out on the map below.

View Colleges with the Most NBA Players in a full screen map

Duke vs Kentucky: #1 College with Most NBA Players

Where do basketball players prepare to join the big leagues? College. Seventy-five schools have sent at least one player to the pros via the draft—and six have sent players in the double digits to the NBA.

• Duke (20 players)
• Kentucky (20)
• Kansas (14)
• North Carolina (12)
• Arizona (10)
• UConn (10)

In total, 86 NBA players attended Duke, Kentucky, or one of the other colleges listed above. NCAA basketball fans will find it unsurprising that most draftees were alumni of Kentucky or Duke before going into the NBA.

In addition to sending 20 players each since 2000, both colleges top the charts with the number of first overall draft picks, which we’ll cover in the next section. They also rank among the top for NCAA championship wins, though Kentucky has a few more W’s under their belt, as we found in NCAA Tournament Map: Who Has the Most Wins?

First draft pick Andrew Wiggins is an alumn of Kansas, along with 13 other collegiates-turned-NBA-players. And while no number 1 draft picks—at least in this century—have come from North Carolina, 12 Tar Heels were chosen in various draft picks from the college. Top NBA franchises have also selected 10 players from both Arizona and UConn—while Texas is just one pick away from joining a three-way tie.

These colleges are most frequently attended by basketball players who move on to the NBA. Now let’s see if they continue to stack up when it comes to #1 draft picks.

Schools with the Most First Draft Picks

The NBA draft consists of two rounds of 30 picks, so when a player is selected first, it’s an indication of desirability and skill. Many #1 draft picks go on to earn the Most Valuable Player Award, play in an All-Star Game, or are Hall of Famers. Let’s take a look at the colleges with most NBA players chosen first in the draft

At least one player from each of the following colleges has been selected #1. And while Duke and Kentucky tie with total NBA players, there’s a clear winner when it comes to #1 draft picks, as shown in the following table.

School	#1 Draft Pick Player(s)	Draft
Kentucky	John Wall, Anthony Davis, Karl-Anthony Towns	2010, 2012, 2015
Duke	Kyrie Irving, Zion Williamson	2011, 2019
Kansas	Andrew Wiggins	2014
Arizona	Deandre Ayton	2018
Washington	Markelle Fultz	2017
LSU	Ben Simmons	2016
Memphis	Derrick Rose	2008
Ohio State	Greg Oden	2007
Georgia	Anthony Edwards	2020
Oklahoma	Blake Griffin	2009
Cincinnati	Kenyon Martin	2000
UNLV	Anthony Bennett	2013
Utah	Andrew Bogut	2005
Oklahoma State	Cade Cunningham	2021

Consider this a win for Wildcats basketball. Kentucky boasts three first draft picks—all within the past 20 or so years—and more than any other NCAA college in the U.S. John Wall was drafted first to the Washington Wizards while Anthony Davis was selected to play for the New Orleans Hornets and Karl-Anthony Towns traveled to Minnesota to play for the Timberwolves. All three of these Kentucky alumni have played in an All-Star Game or All-NBA Team.

As for Duke, Kyrie Irving and Zion Williamson were selected first in the draft. Irving was selected by the Cleveland Cavaliers and the New Orleans Pelicans had their eye on Williamson. Like Kentucky, all of the first picks from Duke earned themselves an All-Star Game or All-NBA Team spot. While two first overall draft picks came from Duke this century, Art Heyman and Elton Brand were both chosen first in their respective draft classes, though not on the map.

Finally, Kansas, LSU, Memphis, Oklahoma, Cincinnati, and Utah each had alums picked first overall. Moreover, these particular picks have all been selected at least once for an All-Star Game or All-NBA Team.

To visualize more professional basketball stats, check out NBA Finals on a Map: Most Appearances, Most Wins or WNBA Champions Mapped. Or, to see Where College Football Players Come From, check out our map of their hometowns.

When the San Francisco 49ers transformed their football stadium into a 1,370-yard golf course one weekend back in 2017, fans—and even some of the 49ers’ players themselves—were eager to play.

Football may be America’s favorite pastime but golf—and even the courses it’s played on—are anything but forgettable. So let’s give a golf clap for the un-fore-gettable facts about the yardage and locations of these top golf courses that can be discovered on the map below.

View Golf Courses in a full screen map

We combined data from Golf Digest’s ranking of the 100 greatest American golf courses and Detroit Free Press’s table of PGA golf courses. You can sort the map by the yards, par, and points of these courses, or read on for more information.

Largest Top Courses

A football field spans 100 yards (or 120, including end zones). Yet some of these colossal courses are nearly 80 times that size. Let’s take a look at the 10 largest.

1. Kiawah Island Golf Resort – Ocean Course (7,849 yards)
2. The Gallery Golf Club At Dove Mountain (7,833)
3. Whistling Straits (7,790)
4. Erin Hills (7,731)
5. Inverness Club (7,730)
6. Congaree (7,725)
7. Rich Harvest Farms (7,704)
8. Castle Pines (7,701)
9. Torrey Pines Municipal Golf Course – South Course (7,698)
10. Hazeltine National Golf Club (7,678)

Not only is the Ocean Course at the Kiawah Island Golf Resort the #1 largest golf course in the U.S., but it was also the host of the 2021 PGA Championship. Together with Congaree, these two South Carolina courses comprise two of the 10 largest top golf courses in the country. And another two colossal courses are located in the Badger State of Wisconsin. Both Whistling Straits and Erin Hills add up to within 60 yards of each other and are around 70 miles apart.

Several states are home to just one massive course. This includes the Inverness Club in Ohio, Illinois’ Rich Harvest Farms, Castle Pines in Colorado, Arizona’s Gallery Golf Club At Dove Mountain, and the South Course at California’s Torrey Pines Municipal. But let’s look at some courses with other similarities.

Large Courses with the Same Yardages

In the previous section, we looked at top golf courses located in the same state. Now, let’s explore the courses that, while across the country from one another, have another similarity: their yardages.

Many courses on the map have a twin—at least when it comes to yardage. To view these pairs, sort the map by yards. More interesting are the courses of three, even four, with the exact same yardage, down to the tee.

The Sedgefield Country Club in North Carolina, TPC Harding Park in California, and Michigan’s Warwick Hills Golf Country Club are all located on 7,127-yard courses. And what do Diamond Creek, Double Eagle, and the Old Course at the Royal Troon have in common? The number 7,175. These course triplets are located in North Carolina, Ohio, and Scotland in the U.K., respectively.

The last three courses spanning identical yards include Calusa Pines in Florida, Virginia’s Kinloch, and the North Course at Silverado Resort & Spa in California.

Finally, these four golf courses are all 7,400 yards: the two South courses at Ontario’s Angus Glen and Ohio’s Firestone Country Club and, perhaps most interesting of all, New Jersey’s Lower Course at Baltusrol and Liberty National—also in the Garden State. How can we map a route between the two?

Optimally Map A Route

We mentioned the Baltusrol and Liberty National courses are located in New Jersey. These two 7,400-yard courses are just under 18 miles away from one another in Springfield and Jersey City, respectively. So let’s take a look at the best way to get from Point A (Baltusrol) to Point B (Liberty National).

In Advanced Mode on your map, opt for the Rectangle selection tool (or one of the two other selection options: Circle selection tool or Polygon selection tool). Capture a point on the map and click on Optimal Route.

Then, type in a Starting Location (Baltusrol, in our case) and Ending Location and click the button to map. The result? A visual depiction of the best way between two points and the ability to hit the Navigate button to be directly taken to Google Maps directions. Get started mapping the Optimal Routes of your data at batchgeo.com.

If there’s one thing nearly everyone has in common, it’s love of pets. Many pet owners would do almost anything to ensure they’re happy and healthy, and there’s a lot that goes into their care.

Where you and your furry friend lives can affect everything from pet budget to outdoor pet-friendliness and even health and wellness.

Places that offer favorable conditions for pets and their owners are attractive for this reason. So let’s take a look at the best cities for dogs, cats, and other pets on the map below.

View Most Dog Friendly Cities in a full screen map

Best Cities for Dogs’ Health & Wellness

The health and wellness of our puppers and other pets is of the utmost importance, which is why WalletHub weighted this category above the others.

For this category, per capita rates of veterinarians, trainers, dog-friendly restaurants, doggie daycares, and boarding establishments are taken into consideration, among others. Additionally, the pet-friendliness of the rental market, average home square footage, and strength of animal protection laws, along with others are also noted to determine the following most pet friendly cities:

1. Laredo, Texas (100)
2. Honolulu, Hawaii (99)
3. Detroit, Michigan (98)
4. Milwaukee, Wisconsin (97)
5. Stockton, California (96)
6. Columbus, Ohio (95)
7. Norfolk, Virginia (94)
8. Toledo, Ohio (93)
9. Anchorage, Alaska (92)
10. Henderson, Nevada (91)

When it comes to health and wellness, Laredo is the best city for dogs and other pets (it’s also one of the cities with the best drivers, important when driving pets to and from parks and other places). Laredo happens to be the only Texan city with top marks, though that’s not uncommon in this case.

Of the top 10 dog friendly cities, only Ohio boasts two: both Columbus and Toledo rank highly in pet health and wellness. While there aren’t many states with two top pet cities, the Midwest region is where four are located: the two Ohio cities along with Detroit and Milwaukie.

Now let’s see how these cities hold up in a different pet-friendly category: budget.

Top Pet Friendly Cities on a Budget

When it comes to the best cities for dogs, cats, and other pets, budget may also be top of mind. Pet owners can spend between hundreds to thousands of dollars on their furry friends each year.

So you can see why places that offer favorable conditions for pets and their owners are attractive. Let’s take a look at the U.S. cities with the most beneficial pet budget: vet cost, minimum pet-care provider rate per visit, and dog insurance premium below.

1. Fremont, California (100)
2. San Francisco, California (99)
3. Santa Ana, California (98)
4. Irvine, California (97)
5. Los Angeles, California (96)
6. New York, New York (95)
7. Anaheim, California (94)
8. Long Beach, California (93)
9. San Diego, California (92)
10. Washington, D.C. (91)

Some of the most dog-friendly cities in the world are in California. Specifically, Fremont is ranked the best among pet budget, closely followed by several other South coastal cities in the Golden State.

In total, of the top 10 most pet friendly cities in the U.S. in regards to budget, eight are located in California. N.Y.C. and D.C. are also notable for their favorable budget conditions for both pets and their owners.

And while not in the top 10, Chicago, Illinois, closely follows with a pet budget score of 90. To view top cities in the third category, outdoor friendliness, sort the map as such.

Most Pet Friendly Cities Overall

Taking all three pet-friendliness categories (pet health and wellness, budget, and outdoor pet-friendliness) into account, you can see where each of the 100 cities falls with a total score on the map. Or, here’s a summary of the top 10 most pet friendly cities overall:

City	State	Total Score	Pet Budget	Pet Health & Wellness	Outdoor Pet-Friendliness
Scottsdale	AZ	63.28	71	1	3
Tampa	FL	62.25	42	5	13
Orlando	FL	62.2	31	3	34
Las Vegas	NV	60.48	32	34	1
Birmingham	AL	59.81	9	15	77
St. Louis	MO	58.32	18	16	39
St. Petersburg	FL	58.31	42	9	29
Cincinnati	OH	58	19	20	38
San Diego	CA	57.28	92	2	8
New Orleans	LA	57.22	34	10	44

And for less house-friendly yet still lovable furry friends, be sure to check out our map of the national animals of every country.