Browse through a database of NHL team stats since 1990. Practice building a scraper that handles common website interface components. Take a look at how pagination and search elements change the URL as your browse. Build a web scraper that can conduct searches and paginate through the results.
There are 8 video lessons that show you how to scrape this page.
| Team Name | Year | Wins | Losses | OT Losses | Win % | Goals For (GF) | Goals Against (GA) | + / - |
|---|---|---|---|---|---|---|---|---|
| Vancouver Canucks | 2010 | 54 | 19 | 9 | 0.659 | 262 | 185 | 77 |
| Washington Capitals | 2010 | 48 | 23 | 11 | 0.585 | 224 | 197 | 27 |
| Anaheim Ducks | 2011 | 34 | 36 | 12 | 0.415 | 204 | 231 | -27 |
| Boston Bruins | 2011 | 49 | 29 | 4 | 0.598 | 269 | 202 | 67 |
| Buffalo Sabres | 2011 | 39 | 32 | 11 | 0.476 | 218 | 230 | -12 |
| Calgary Flames | 2011 | 37 | 29 | 16 | 0.451 | 202 | 226 | -24 |
| Carolina Hurricanes | 2011 | 33 | 33 | 16 | 0.402 | 213 | 243 | -30 |
| Columbus Blue Jackets | 2011 | 29 | 46 | 7 | 0.354 | 202 | 262 | -60 |
| Chicago Blackhawks | 2011 | 45 | 26 | 11 | 0.549 | 248 | 238 | 10 |
| Colorado Avalanche | 2011 | 41 | 35 | 6 | 0.5 | 208 | 220 | -12 |
| Dallas Stars | 2011 | 42 | 35 | 5 | 0.512 | 211 | 222 | -11 |
| Detroit Red Wings | 2011 | 48 | 28 | 6 | 0.585 | 248 | 203 | 45 |
| Edmonton Oilers | 2011 | 32 | 40 | 10 | 0.39 | 212 | 239 | -27 |
| Florida Panthers | 2011 | 38 | 26 | 18 | 0.463 | 203 | 227 | -24 |
| Los Angeles Kings | 2011 | 40 | 27 | 15 | 0.488 | 194 | 179 | 15 |
| Minnesota Wild | 2011 | 35 | 36 | 11 | 0.427 | 177 | 226 | -49 |
| Montreal Canadiens | 2011 | 31 | 35 | 16 | 0.378 | 212 | 226 | -14 |
| Nashville Predators | 2011 | 48 | 26 | 8 | 0.585 | 237 | 210 | 27 |
| New Jersey Devils | 2011 | 48 | 28 | 6 | 0.585 | 228 | 209 | 19 |
| New York Islanders | 2011 | 34 | 37 | 11 | 0.415 | 203 | 255 | -52 |
| New York Rangers | 2011 | 51 | 24 | 7 | 0.622 | 226 | 187 | 39 |
| Ottawa Senators | 2011 | 41 | 31 | 10 | 0.5 | 249 | 240 | 9 |
| Philadelphia Flyers | 2011 | 47 | 26 | 9 | 0.573 | 264 | 232 | 32 |
| Phoenix Coyotes | 2011 | 42 | 27 | 13 | 0.512 | 216 | 204 | 12 |
| Pittsburgh Penguins | 2011 | 51 | 25 | 6 | 0.622 | 282 | 221 | 61 |