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) | + / - |
---|---|---|---|---|---|---|---|---|
Calgary Flames | 1998 | 30 | 40 | 0.366 | 211 | 234 | -23 | |
Carolina Hurricanes | 1998 | 34 | 30 | 0.415 | 210 | 202 | 8 | |
Chicago Blackhawks | 1998 | 29 | 41 | 0.354 | 202 | 248 | -46 | |
Colorado Avalanche | 1998 | 44 | 28 | 0.537 | 239 | 205 | 34 | |
Dallas Stars | 1998 | 51 | 19 | 0.622 | 236 | 168 | 68 | |
Detroit Red Wings | 1998 | 43 | 32 | 0.524 | 245 | 202 | 43 | |
Edmonton Oilers | 1998 | 33 | 37 | 0.402 | 230 | 226 | 4 | |
Florida Panthers | 1998 | 30 | 34 | 0.366 | 210 | 228 | -18 | |
Los Angeles Kings | 1998 | 32 | 45 | 0.39 | 189 | 222 | -33 | |
Montreal Canadiens | 1998 | 32 | 39 | 0.39 | 184 | 209 | -25 | |
Nashville Predators | 1998 | 28 | 47 | 0.341 | 190 | 261 | -71 | |
New Jersey Devils | 1998 | 47 | 24 | 0.573 | 248 | 196 | 52 | |
New York Islanders | 1998 | 24 | 48 | 0.293 | 194 | 244 | -50 | |
New York Rangers | 1998 | 33 | 38 | 0.402 | 217 | 227 | -10 | |
Ottawa Senators | 1998 | 44 | 23 | 0.537 | 239 | 179 | 60 | |
Philadelphia Flyers | 1998 | 37 | 26 | 0.451 | 231 | 196 | 35 | |
Phoenix Coyotes | 1998 | 39 | 31 | 0.476 | 205 | 197 | 8 | |
Pittsburgh Penguins | 1998 | 38 | 30 | 0.463 | 242 | 225 | 17 | |
San Jose Sharks | 1998 | 31 | 33 | 0.378 | 196 | 191 | 5 | |
St. Louis Blues | 1998 | 37 | 32 | 0.451 | 237 | 209 | 28 | |
Tampa Bay Lightning | 1998 | 19 | 54 | 0.232 | 179 | 292 | -113 | |
Toronto Maple Leafs | 1998 | 45 | 30 | 0.549 | 268 | 231 | 37 | |
Vancouver Canucks | 1998 | 23 | 47 | 0.28 | 192 | 258 | -66 | |
Washington Capitals | 1998 | 31 | 45 | 0.378 | 200 | 218 | -18 | |
Mighty Ducks of Anaheim | 1999 | 34 | 33 | 3 | 0.415 | 217 | 227 | -10 |
Atlanta Thrashers | 1999 | 14 | 57 | 4 | 0.171 | 170 | 313 | -143 |
Boston Bruins | 1999 | 24 | 33 | 6 | 0.293 | 210 | 248 | -38 |
Buffalo Sabres | 1999 | 35 | 32 | 4 | 0.427 | 213 | 204 | 9 |
Calgary Flames | 1999 | 31 | 36 | 5 | 0.378 | 211 | 256 | -45 |
Carolina Hurricanes | 1999 | 37 | 35 | 0 | 0.451 | 217 | 216 | 1 |
Chicago Blackhawks | 1999 | 33 | 37 | 2 | 0.402 | 242 | 245 | -3 |
Colorado Avalanche | 1999 | 42 | 28 | 1 | 0.512 | 233 | 201 | 32 |
Dallas Stars | 1999 | 43 | 23 | 6 | 0.524 | 211 | 184 | 27 |
Detroit Red Wings | 1999 | 48 | 22 | 2 | 0.585 | 278 | 210 | 68 |
Edmonton Oilers | 1999 | 32 | 26 | 8 | 0.39 | 226 | 212 | 14 |
Florida Panthers | 1999 | 43 | 27 | 6 | 0.524 | 244 | 209 | 35 |
Los Angeles Kings | 1999 | 39 | 27 | 4 | 0.476 | 245 | 228 | 17 |
Montreal Canadiens | 1999 | 35 | 34 | 4 | 0.427 | 196 | 194 | 2 |
Nashville Predators | 1999 | 28 | 40 | 7 | 0.341 | 199 | 240 | -41 |
New Jersey Devils | 1999 | 45 | 24 | 5 | 0.549 | 251 | 203 | 48 |
New York Islanders | 1999 | 24 | 48 | 1 | 0.293 | 194 | 275 | -81 |
New York Rangers | 1999 | 29 | 38 | 3 | 0.354 | 218 | 246 | -28 |
Ottawa Senators | 1999 | 41 | 28 | 2 | 0.5 | 244 | 210 | 34 |
Philadelphia Flyers | 1999 | 45 | 22 | 3 | 0.549 | 237 | 179 | 58 |
Phoenix Coyotes | 1999 | 39 | 31 | 4 | 0.476 | 232 | 228 | 4 |
Pittsburgh Penguins | 1999 | 37 | 31 | 6 | 0.451 | 241 | 236 | 5 |
San Jose Sharks | 1999 | 35 | 30 | 7 | 0.427 | 225 | 214 | 11 |
St. Louis Blues | 1999 | 51 | 19 | 1 | 0.622 | 248 | 165 | 83 |
Tampa Bay Lightning | 1999 | 19 | 47 | 7 | 0.232 | 204 | 310 | -106 |
Toronto Maple Leafs | 1999 | 45 | 27 | 3 | 0.549 | 246 | 222 | 24 |
Vancouver Canucks | 1999 | 30 | 29 | 8 | 0.366 | 227 | 237 | -10 |
Washington Capitals | 1999 | 44 | 24 | 2 | 0.537 | 227 | 194 | 33 |
Mighty Ducks of Anaheim | 2000 | 25 | 41 | 5 | 0.305 | 188 | 245 | -57 |
Atlanta Thrashers | 2000 | 23 | 45 | 2 | 0.28 | 211 | 289 | -78 |
Boston Bruins | 2000 | 36 | 30 | 8 | 0.439 | 227 | 249 | -22 |
Buffalo Sabres | 2000 | 46 | 30 | 1 | 0.561 | 218 | 184 | 34 |
Calgary Flames | 2000 | 27 | 36 | 4 | 0.329 | 197 | 236 | -39 |
Carolina Hurricanes | 2000 | 38 | 32 | 3 | 0.463 | 212 | 225 | -13 |
Columbus Blue Jackets | 2000 | 28 | 39 | 6 | 0.341 | 190 | 233 | -43 |
Chicago Blackhawks | 2000 | 29 | 40 | 5 | 0.354 | 210 | 246 | -36 |
Colorado Avalanche | 2000 | 52 | 16 | 4 | 0.634 | 270 | 192 | 78 |
Dallas Stars | 2000 | 48 | 24 | 2 | 0.585 | 241 | 187 | 54 |
Detroit Red Wings | 2000 | 49 | 20 | 4 | 0.598 | 253 | 202 | 51 |
Edmonton Oilers | 2000 | 39 | 28 | 3 | 0.476 | 243 | 222 | 21 |
Florida Panthers | 2000 | 22 | 38 | 9 | 0.268 | 200 | 246 | -46 |
Los Angeles Kings | 2000 | 38 | 28 | 3 | 0.463 | 252 | 228 | 24 |
Minnesota Wild | 2000 | 25 | 39 | 5 | 0.305 | 168 | 210 | -42 |
Montreal Canadiens | 2000 | 28 | 40 | 6 | 0.341 | 206 | 232 | -26 |
Nashville Predators | 2000 | 34 | 36 | 3 | 0.415 | 186 | 200 | -14 |
New Jersey Devils | 2000 | 48 | 19 | 3 | 0.585 | 295 | 195 | 100 |
New York Islanders | 2000 | 21 | 51 | 3 | 0.256 | 185 | 268 | -83 |
New York Rangers | 2000 | 33 | 43 | 1 | 0.402 | 250 | 290 | -40 |
Ottawa Senators | 2000 | 48 | 21 | 4 | 0.585 | 274 | 205 | 69 |
Philadelphia Flyers | 2000 | 43 | 25 | 3 | 0.524 | 240 | 207 | 33 |
Phoenix Coyotes | 2000 | 35 | 27 | 3 | 0.427 | 214 | 212 | 2 |
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 |