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) | + / - |
---|---|---|---|---|---|---|---|---|
Colorado Avalanche | 2009 | 43 | 30 | 9 | 0.524 | 244 | 233 | 11 |
Dallas Stars | 2009 | 37 | 31 | 14 | 0.451 | 237 | 254 | -17 |
Detroit Red Wings | 2009 | 44 | 24 | 14 | 0.537 | 229 | 216 | 13 |
Edmonton Oilers | 2009 | 27 | 47 | 8 | 0.329 | 214 | 284 | -70 |
Florida Panthers | 2009 | 32 | 37 | 13 | 0.39 | 208 | 244 | -36 |
Los Angeles Kings | 2009 | 46 | 27 | 9 | 0.561 | 241 | 219 | 22 |
Minnesota Wild | 2009 | 38 | 36 | 8 | 0.463 | 219 | 246 | -27 |
Montreal Canadiens | 2009 | 39 | 33 | 10 | 0.476 | 217 | 223 | -6 |
Nashville Predators | 2009 | 47 | 29 | 6 | 0.573 | 225 | 225 | 0 |
New Jersey Devils | 2009 | 48 | 27 | 7 | 0.585 | 222 | 191 | 31 |
New York Islanders | 2009 | 34 | 37 | 11 | 0.415 | 222 | 264 | -42 |
New York Rangers | 2009 | 38 | 33 | 11 | 0.463 | 222 | 218 | 4 |
Ottawa Senators | 2009 | 44 | 32 | 6 | 0.537 | 225 | 238 | -13 |
Philadelphia Flyers | 2009 | 41 | 35 | 6 | 0.5 | 236 | 225 | 11 |
Phoenix Coyotes | 2009 | 50 | 25 | 7 | 0.61 | 225 | 202 | 23 |
Pittsburgh Penguins | 2009 | 47 | 28 | 7 | 0.573 | 257 | 237 | 20 |
San Jose Sharks | 2009 | 51 | 20 | 11 | 0.622 | 264 | 215 | 49 |
St. Louis Blues | 2009 | 40 | 32 | 10 | 0.488 | 225 | 223 | 2 |
Tampa Bay Lightning | 2009 | 34 | 36 | 12 | 0.415 | 217 | 260 | -43 |
Toronto Maple Leafs | 2009 | 30 | 38 | 14 | 0.366 | 214 | 267 | -53 |
Vancouver Canucks | 2009 | 49 | 28 | 5 | 0.598 | 272 | 222 | 50 |
Washington Capitals | 2009 | 54 | 15 | 13 | 0.659 | 318 | 233 | 85 |
Anaheim Ducks | 2010 | 47 | 30 | 5 | 0.573 | 239 | 235 | 4 |
Atlanta Thrashers | 2010 | 34 | 36 | 12 | 0.415 | 223 | 269 | -46 |
Boston Bruins | 2010 | 46 | 25 | 11 | 0.561 | 246 | 195 | 51 |
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 |
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 |
San Jose Sharks | 2011 | 43 | 29 | 10 | 0.524 | 228 | 210 | 18 |
St. Louis Blues | 2011 | 49 | 22 | 11 | 0.598 | 210 | 165 | 45 |
Tampa Bay Lightning | 2011 | 38 | 36 | 8 | 0.463 | 235 | 281 | -46 |
Toronto Maple Leafs | 2011 | 35 | 37 | 10 | 0.427 | 231 | 264 | -33 |
Vancouver Canucks | 2011 | 51 | 22 | 9 | 0.622 | 249 | 198 | 51 |
Washington Capitals | 2011 | 42 | 32 | 8 | 0.512 | 222 | 230 | -8 |
Winnipeg Jets | 2011 | 37 | 35 | 10 | 0.451 | 225 | 246 | -21 |