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) | + / - |
|---|---|---|---|---|---|---|---|---|
| Pittsburgh Penguins | 2000 | 42 | 28 | 3 | 0.512 | 281 | 256 | 25 |
| San Jose Sharks | 2000 | 40 | 27 | 3 | 0.488 | 217 | 192 | 25 |
| St. Louis Blues | 2000 | 43 | 22 | 5 | 0.524 | 249 | 195 | 54 |
| Tampa Bay Lightning | 2000 | 24 | 47 | 5 | 0.293 | 201 | 280 | -79 |
| Toronto Maple Leafs | 2000 | 37 | 29 | 5 | 0.451 | 232 | 207 | 25 |
| Vancouver Canucks | 2000 | 36 | 28 | 7 | 0.439 | 239 | 238 | 1 |
| Washington Capitals | 2000 | 41 | 27 | 4 | 0.5 | 233 | 211 | 22 |
| Mighty Ducks of Anaheim | 2001 | 29 | 42 | 3 | 0.354 | 175 | 198 | -23 |
| Atlanta Thrashers | 2001 | 19 | 47 | 5 | 0.232 | 187 | 288 | -101 |
| Boston Bruins | 2001 | 43 | 24 | 9 | 0.524 | 236 | 201 | 35 |
| Buffalo Sabres | 2001 | 35 | 35 | 1 | 0.427 | 213 | 200 | 13 |
| Calgary Flames | 2001 | 32 | 35 | 3 | 0.39 | 201 | 220 | -19 |
| Carolina Hurricanes | 2001 | 35 | 26 | 5 | 0.427 | 217 | 217 | 0 |
| Columbus Blue Jackets | 2001 | 22 | 47 | 5 | 0.268 | 164 | 255 | -91 |
| Chicago Blackhawks | 2001 | 41 | 27 | 1 | 0.5 | 216 | 207 | 9 |
| Colorado Avalanche | 2001 | 45 | 28 | 1 | 0.549 | 212 | 169 | 43 |
| Dallas Stars | 2001 | 36 | 28 | 5 | 0.439 | 215 | 213 | 2 |
| Detroit Red Wings | 2001 | 51 | 17 | 4 | 0.622 | 251 | 187 | 64 |
| Edmonton Oilers | 2001 | 38 | 28 | 4 | 0.463 | 205 | 182 | 23 |
| Florida Panthers | 2001 | 22 | 44 | 6 | 0.268 | 180 | 250 | -70 |
| Los Angeles Kings | 2001 | 40 | 27 | 4 | 0.488 | 214 | 190 | 24 |
| Minnesota Wild | 2001 | 26 | 35 | 9 | 0.317 | 195 | 238 | -43 |
| Montreal Canadiens | 2001 | 36 | 31 | 3 | 0.439 | 207 | 209 | -2 |
| Nashville Predators | 2001 | 28 | 41 | 0 | 0.341 | 196 | 230 | -34 |
| New Jersey Devils | 2001 | 41 | 28 | 4 | 0.5 | 205 | 187 | 18 |