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) | + / - |
|---|---|---|---|---|---|---|---|---|
| Buffalo Sabres | 2010 | 43 | 29 | 10 | 0.524 | 245 | 229 | 16 |
| Calgary Flames | 2010 | 41 | 29 | 12 | 0.5 | 250 | 237 | 13 |
| Carolina Hurricanes | 2010 | 40 | 31 | 11 | 0.488 | 236 | 239 | -3 |
| Columbus Blue Jackets | 2010 | 34 | 35 | 13 | 0.415 | 215 | 258 | -43 |
| Chicago Blackhawks | 2010 | 44 | 29 | 9 | 0.537 | 258 | 225 | 33 |
| Colorado Avalanche | 2010 | 30 | 44 | 8 | 0.366 | 227 | 288 | -61 |
| Dallas Stars | 2010 | 42 | 29 | 11 | 0.512 | 227 | 233 | -6 |
| Detroit Red Wings | 2010 | 47 | 25 | 10 | 0.573 | 261 | 241 | 20 |
| Edmonton Oilers | 2010 | 25 | 45 | 12 | 0.305 | 193 | 269 | -76 |
| Florida Panthers | 2010 | 30 | 40 | 12 | 0.366 | 195 | 229 | -34 |
| Los Angeles Kings | 2010 | 46 | 30 | 6 | 0.561 | 219 | 198 | 21 |
| Minnesota Wild | 2010 | 39 | 35 | 8 | 0.476 | 206 | 233 | -27 |
| Montreal Canadiens | 2010 | 44 | 30 | 8 | 0.537 | 216 | 209 | 7 |
| Nashville Predators | 2010 | 44 | 27 | 11 | 0.537 | 219 | 194 | 25 |
| New Jersey Devils | 2010 | 38 | 39 | 5 | 0.463 | 174 | 209 | -35 |
| New York Islanders | 2010 | 30 | 39 | 13 | 0.366 | 229 | 264 | -35 |
| New York Rangers | 2010 | 44 | 33 | 5 | 0.537 | 233 | 198 | 35 |
| Ottawa Senators | 2010 | 32 | 40 | 10 | 0.39 | 192 | 250 | -58 |
| Philadelphia Flyers | 2010 | 47 | 23 | 12 | 0.573 | 259 | 223 | 36 |
| Phoenix Coyotes | 2010 | 43 | 26 | 13 | 0.524 | 231 | 226 | 5 |
| Pittsburgh Penguins | 2010 | 49 | 25 | 8 | 0.598 | 238 | 199 | 39 |
| San Jose Sharks | 2010 | 48 | 25 | 9 | 0.585 | 248 | 213 | 35 |
| St. Louis Blues | 2010 | 38 | 33 | 11 | 0.463 | 240 | 234 | 6 |
| Tampa Bay Lightning | 2010 | 46 | 25 | 11 | 0.561 | 247 | 240 | 7 |
| Toronto Maple Leafs | 2010 | 37 | 34 | 11 | 0.451 | 218 | 251 | -33 |