NFL Player Prop Betting Detail 2021

NFL Player Prop Bet Results for 2021 Season

Using the Data

Endless uses for training your model. Yes, the data is a little dated but this should get you started. All of the data was collected from Bovada. If you do not have an account with them and want to see if your model can make a profit. Feel free to click on the banner for crypto sports betting. I use crypto and everyone should for gaming.

2021 season

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2021 Detail Download

2022 season

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2022 Detail Download

NFL 2021 Player Prop Detail

Game_IdGameHomeHteamHome.idAwayAteamAway.idPlayerBetting EventTeamOppH/APlayer.idPOSPropLineOverO-DecO-LineO-OddsO-ResultO-MarginO-W/L/PO-ROIUnderU-DecU-LineU-OddsU-ResultU-MarginU-W/L/PU-ROIWeekGMLGATSGTTlineSlineFD1stHM1stHS1stHT1stQM1stQS1stQT2ndQM2ndQS2ndQT3rdQM3rdQS3rdQT4thQM4thQS4thQT
wdt_ID wdt_created_by wdt_created_at wdt_last_edited_by wdt_last_edited_at Game_Id Game Home Hteam Home.id Away Ateam Away.id Player Betting Event Team Opp H/A Player.id POS PropLine Over O-Dec O-Line O-Odds O-Result O-Margin O-W/L/P O-ROI Under U-Dec U-Line U-Odds U-Result U-Margin U-W/L/P U-ROI Week GML GATS GT Tline Sline FD 1stHM 1stHS 1stHT 1stQM 1stQS 1stQT 2ndQM 2ndQS 2ndQT 3rdQM 3rdQS 3rdQT 4thQM 4thQS 4thQT
1XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Amari Cooper  Receiving YardsDALTBAway216454WR66.50Over1.7766.50-13013972.50Win76.92Under2.0066.50100139-72.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
2XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Amari Cooper  ReceptionsDALTBAway216454WR5.50Over1.915.50-110137.50Win90.91Under1.835.50-12013-7.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
3XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Amari Cooper  Longest ReceptionDALTBAway216454WR23.50Over1.8723.50-115284.50Win86.96Under1.8723.50-11528-4.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
4XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Blake Jarwin  Receiving YardsDALTBAway2352582TE19.50Over1.6319.50-160200.50Win62.50Under2.2019.5012020-0.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
5XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Blake Jarwin  ReceptionsDALTBAway2352582TE2.00Over1.742.00-13531.00Win74.07Under2.052.001053-1.00Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
6XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Blake Jarwin  Longest ReceptionDALTBAway2352582TE12.50Over1.8712.50-1157-5.50Loss-100.00Under1.8712.50-11575.50Win86.9620W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
7XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499CeeDee Lamb  Receiving YardsDALTBAway16420911WR65.50Over1.6965.50-14510438.50Win68.97Under2.1065.50110104-38.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
8XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499CeeDee Lamb  ReceptionsDALTBAway16420911WR5.50Over2.005.5010071.50Win100.00Under1.775.50-1307-1.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
9XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499CeeDee Lamb  Longest ReceptionDALTBAway16420911WR23.50Over1.8023.50-125317.50Win80.00Under1.9523.50-10531-7.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder
10XS13FOX!08/22/2025 05:41 PMXS13FOX!08/22/2025 05:41 PM8701708Tampa Bay Buccaneers vs Dallas CowboysTampa Bay BuccaneersTB1932Dallas CowboysDAL2499Dak Prescott  CompletionsDALTBAway10564906QB25.50Over1.7425.50-1354216.50Win74.07Under2.0525.5010542-16.50Loss-100.0020W01LossWinOver52.509.00DLossWinOverPushWinOverLossLossOverWinWinOverPushWinUnder

More from XSportsbook

2022 Results – Season player correlation results

2021 Results  – Season player correlation results

2021 Player Results Detail – 12,598 rows of player prop results.

2021 Player Detail – Column Header Explanation

A summary of overall player performances by Betting Event will be created by grouping the data by ‘Betting Event’ and aggregating relevant statistics, such as total wins, losses, and average margin. For the top ten players for the over and under, the data will be filtered for ‘O-W/L/P’ == ‘Win’ and ‘U-W/L/P’ == ‘Win’, respectively, and the top performers will be identified based on the number of wins. The next step is to implement these calculations in Python.Show analysis

2021 by Betting Event:

  • For each Betting Event, the total number of over and under wins, as well as the average margin for both, have been calculated. This helps you see which events tend to have more successful outcomes and by how much.


Most Over and Under Players for All Prop Bets:

The top ten players for the over are:

  1. Josh Allen
  2. Justin Herbert
  3. Joe Burrow
  4. Patrick Mahomes II
  5. Jonathan Taylor
  6. Najee Harris
  7. Derek Carr
  8. Tom Brady
  9. Matthew Stafford
  10. Taylor Heinicke

The top ten players for the under are:

  1. Ryan Tannehill
  2. Josh Allen
  3. Ezekiel Elliott
  4. Patrick Mahomes II
  5. Trevor Lawrence
  6. Jalen Hurts
  7. Aaron Rodgers
  8. Matt Ryan
  9. Mac Jones
  10. Najee Harris

Top Ten Players for Positive ROI and Negative ROI

To identify the ten most and ten least profitable players based on O-ROI, the O-ROI column will be summed for each player.

ROI is based on betting only the over and each wager is $100 on a straight bet. Cooper Kupp would have made a profit of $1,795.99 for the 2021 regular season. The other end is Ezekiel Elliott with a loss of ($3,113.42) if you had wagered on the over on all of his player prop bets.

The Best Players Return on Only Over Bets

Worst Over Bet Players

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