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Fix when shooting column FK, is not found #12

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Fix when shooting column FK, is not found #12

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9 changes: 9 additions & 0 deletions football_matches/scraping.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -620,6 +620,15 @@
" data = requests.get(f\"https://fbref.com{links[0]}\")\n",
" shooting = pd.read_html(data.text, match=\"Shooting\")[0]\n",
" shooting.columns = shooting.columns.droplevel()\n",
" \n",
" newShootingCols = [\"Date\", \"Sh\", \"SoT\", \"Dist\", \"FK\", \"PK\", \"PKatt\"]\n",
" \n",
" # In less recent seasons, some of the expected shooting columns might not be present.\n",
" # This loop avoids a merging error by creating empty columns\n",
" for newCol in newShootingCols:\n",
" if newCol not in shooting.columns:\n",
" shooting[newCol] = np.nan\n",
" \n",
" try:\n",
" team_data = matches.merge(shooting[[\"Date\", \"Sh\", \"SoT\", \"Dist\", \"FK\", \"PK\", \"PKatt\"]], on=\"Date\")\n",
" except ValueError:\n",
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