Nflfastr
NFL play-by-play data since 1999
@kaggle.benbaldwin_nflfastr
Play By Play 2016
@kaggle.benbaldwin_nflfastr.play_by_play_2016
- 19.15 MB
- 48419 rows
- 340 columns
- Only the first 100 columns are shown
play_idPlay Id | game_idGame Id | old_game_idOld Game Id | home_teamHome Team | away_teamAway Team | season_typeSeason Type | weekWeek | posteamPosteam | posteam_typePosteam Type | defteamDefteam | side_of_fieldSide Of Field | yardline_100Yardline 100 | game_dateGame Date | quarter_seconds_remainingQuarter Seconds Remaining | half_seconds_remainingHalf Seconds Remaining | game_seconds_remainingGame Seconds Remaining | game_halfGame Half | quarter_endQuarter End | driveDrive | spSp | qtrQtr | downDown | goal_to_goGoal To Go | timeTime | yrdlnYrdln | ydstogoYdstogo | ydsnetYdsnet | descDesc | play_typePlay Type | yards_gainedYards Gained | shotgunShotgun | no_huddleNo Huddle | qb_dropbackQb Dropback | qb_kneelQb Kneel | qb_spikeQb Spike | qb_scrambleQb Scramble | pass_lengthPass Length | pass_locationPass Location | air_yardsAir Yards | yards_after_catchYards After Catch | run_locationRun Location | run_gapRun Gap | field_goal_resultField Goal Result | kick_distanceKick Distance | extra_point_resultExtra Point Result | two_point_conv_resultTwo Point Conv Result | home_timeouts_remainingHome Timeouts Remaining | away_timeouts_remainingAway Timeouts Remaining | timeoutTimeout | timeout_teamTimeout Team | td_teamTd Team | posteam_timeouts_remainingPosteam Timeouts Remaining | defteam_timeouts_remainingDefteam Timeouts Remaining | total_home_scoreTotal Home Score | total_away_scoreTotal Away Score | posteam_scorePosteam Score | defteam_scoreDefteam Score | score_differentialScore Differential | posteam_score_postPosteam Score Post | defteam_score_postDefteam Score Post | score_differential_postScore Differential Post | no_score_probNo Score Prob | opp_fg_probOpp Fg Prob | opp_safety_probOpp Safety Prob | opp_td_probOpp Td Prob | fg_probFg Prob | safety_probSafety Prob | td_probTd Prob | extra_point_probExtra Point Prob | two_point_conversion_probTwo Point Conversion Prob | epEp | epaEpa | total_home_epaTotal Home Epa | total_away_epaTotal Away Epa | total_home_rush_epaTotal Home Rush Epa | total_away_rush_epaTotal Away Rush Epa | total_home_pass_epaTotal Home Pass Epa | total_away_pass_epaTotal Away Pass Epa | air_epaAir Epa | yac_epaYac Epa | comp_air_epaComp Air Epa | comp_yac_epaComp Yac Epa | total_home_comp_air_epaTotal Home Comp Air Epa | total_away_comp_air_epaTotal Away Comp Air Epa | total_home_comp_yac_epaTotal Home Comp Yac Epa | total_away_comp_yac_epaTotal Away Comp Yac Epa | total_home_raw_air_epaTotal Home Raw Air Epa | total_away_raw_air_epaTotal Away Raw Air Epa | total_home_raw_yac_epaTotal Home Raw Yac Epa | total_away_raw_yac_epaTotal Away Raw Yac Epa | wpWp | def_wpDef Wp | home_wpHome Wp | away_wpAway Wp | wpaWpa | home_wp_postHome Wp Post | away_wp_postAway Wp Post | vegas_wpVegas Wp | vegas_home_wpVegas Home Wp | total_home_rush_wpaTotal Home Rush Wpa | total_away_rush_wpaTotal Away Rush Wpa | total_home_pass_wpaTotal Home Pass Wpa | total_away_pass_wpaTotal Away Pass Wpa | air_wpaAir Wpa | yac_wpaYac Wpa | comp_air_wpaComp Air Wpa | comp_yac_wpaComp Yac Wpa | total_home_comp_air_wpaTotal Home Comp Air Wpa | total_away_comp_air_wpaTotal Away Comp Air Wpa | total_home_comp_yac_wpaTotal Home Comp Yac Wpa | total_away_comp_yac_wpaTotal Away Comp Yac Wpa | total_home_raw_air_wpaTotal Home Raw Air Wpa | total_away_raw_air_wpaTotal Away Raw Air Wpa | total_home_raw_yac_wpaTotal Home Raw Yac Wpa | total_away_raw_yac_wpaTotal Away Raw Yac Wpa | punt_blockedPunt Blocked | first_down_rushFirst Down Rush | first_down_passFirst Down Pass | first_down_penaltyFirst Down Penalty | third_down_convertedThird Down Converted | third_down_failedThird Down Failed | fourth_down_convertedFourth Down Converted | fourth_down_failedFourth Down Failed | incomplete_passIncomplete Pass | touchbackTouchback | interceptionInterception | punt_inside_twentyPunt Inside Twenty | punt_in_endzonePunt In Endzone | punt_out_of_boundsPunt Out Of Bounds | punt_downedPunt Downed | punt_fair_catchPunt Fair Catch | kickoff_inside_twentyKickoff Inside Twenty | kickoff_in_endzoneKickoff In Endzone | kickoff_out_of_boundsKickoff Out Of Bounds | kickoff_downedKickoff Downed | kickoff_fair_catchKickoff Fair Catch | fumble_forcedFumble Forced | fumble_not_forcedFumble Not Forced | fumble_out_of_boundsFumble Out Of Bounds | solo_tackleSolo Tackle | safetySafety | penaltyPenalty | tackled_for_lossTackled For Loss | fumble_lostFumble Lost | own_kickoff_recoveryOwn Kickoff Recovery | own_kickoff_recovery_tdOwn Kickoff Recovery Td | qb_hitQb Hit | rush_attemptRush Attempt | pass_attemptPass Attempt | sackSack | touchdownTouchdown | pass_touchdownPass Touchdown | rush_touchdownRush Touchdown | return_touchdownReturn Touchdown | extra_point_attemptExtra Point Attempt | two_point_attemptTwo Point Attempt | field_goal_attemptField Goal Attempt | kickoff_attemptKickoff Attempt | punt_attemptPunt Attempt | fumbleFumble | complete_passComplete Pass | assist_tackleAssist Tackle | lateral_receptionLateral Reception | lateral_rushLateral Rush | lateral_returnLateral Return | lateral_recoveryLateral Recovery | passer_player_idPasser Player Id | passer_player_namePasser Player Name | receiver_player_idReceiver Player Id | receiver_player_nameReceiver Player Name | rusher_player_idRusher Player Id | rusher_player_nameRusher Player Name | lateral_receiver_player_idLateral Receiver Player Id | lateral_receiver_player_nameLateral Receiver Player Name | lateral_rusher_player_idLateral Rusher Player Id | lateral_rusher_player_nameLateral Rusher Player Name | lateral_sack_player_idLateral Sack Player Id | lateral_sack_player_nameLateral Sack Player Name | interception_player_idInterception Player Id | interception_player_nameInterception Player Name | lateral_interception_player_idLateral Interception Player Id | lateral_interception_player_nameLateral Interception Player Name | punt_returner_player_idPunt Returner Player Id | punt_returner_player_namePunt Returner Player Name | lateral_punt_returner_player_idLateral Punt Returner Player Id | lateral_punt_returner_player_nameLateral Punt Returner Player Name | kickoff_returner_player_nameKickoff Returner Player Name | kickoff_returner_player_idKickoff Returner Player Id | lateral_kickoff_returner_player_idLateral Kickoff Returner Player Id | lateral_kickoff_returner_player_nameLateral Kickoff Returner Player Name | punter_player_idPunter Player Id | punter_player_namePunter Player Name | kicker_player_nameKicker Player Name | kicker_player_idKicker Player Id | own_kickoff_recovery_player_idOwn Kickoff Recovery Player Id | own_kickoff_recovery_player_nameOwn Kickoff Recovery Player Name | blocked_player_idBlocked Player Id | blocked_player_nameBlocked Player Name | tackle_for_loss_1_player_idTackle For Loss 1 Player Id | tackle_for_loss_1_player_nameTackle For Loss 1 Player Name | tackle_for_loss_2_player_idTackle For Loss 2 Player Id | tackle_for_loss_2_player_nameTackle For Loss 2 Player Name | qb_hit_1_player_idQb Hit 1 Player Id | qb_hit_1_player_nameQb Hit 1 Player Name | qb_hit_2_player_idQb Hit 2 Player Id | qb_hit_2_player_nameQb Hit 2 Player Name | forced_fumble_player_1_teamForced Fumble Player 1 Team | forced_fumble_player_1_player_idForced Fumble Player 1 Player Id | forced_fumble_player_1_player_nameForced Fumble Player 1 Player Name | forced_fumble_player_2_teamForced Fumble Player 2 Team | forced_fumble_player_2_player_idForced Fumble Player 2 Player Id | forced_fumble_player_2_player_nameForced Fumble Player 2 Player Name | solo_tackle_1_teamSolo Tackle 1 Team | solo_tackle_2_teamSolo Tackle 2 Team | solo_tackle_1_player_idSolo Tackle 1 Player Id | solo_tackle_2_player_idSolo Tackle 2 Player Id | solo_tackle_1_player_nameSolo Tackle 1 Player Name | solo_tackle_2_player_nameSolo Tackle 2 Player Name | assist_tackle_1_player_idAssist Tackle 1 Player Id | assist_tackle_1_player_nameAssist Tackle 1 Player Name | assist_tackle_1_teamAssist Tackle 1 Team | assist_tackle_2_player_idAssist Tackle 2 Player Id | assist_tackle_2_player_nameAssist Tackle 2 Player Name | assist_tackle_2_teamAssist Tackle 2 Team | assist_tackle_3_player_idAssist Tackle 3 Player Id | assist_tackle_3_player_nameAssist Tackle 3 Player Name | assist_tackle_3_teamAssist Tackle 3 Team | assist_tackle_4_player_idAssist Tackle 4 Player Id | assist_tackle_4_player_nameAssist Tackle 4 Player Name | assist_tackle_4_teamAssist Tackle 4 Team | pass_defense_1_player_idPass Defense 1 Player Id | pass_defense_1_player_namePass Defense 1 Player Name | pass_defense_2_player_idPass Defense 2 Player Id | pass_defense_2_player_namePass Defense 2 Player Name | fumbled_1_teamFumbled 1 Team | fumbled_1_player_idFumbled 1 Player Id | fumbled_1_player_nameFumbled 1 Player Name | fumbled_2_player_idFumbled 2 Player Id | fumbled_2_player_nameFumbled 2 Player Name | fumbled_2_teamFumbled 2 Team | fumble_recovery_1_teamFumble Recovery 1 Team | fumble_recovery_1_yardsFumble Recovery 1 Yards | fumble_recovery_1_player_idFumble Recovery 1 Player Id | fumble_recovery_1_player_nameFumble Recovery 1 Player Name | fumble_recovery_2_teamFumble Recovery 2 Team | fumble_recovery_2_yardsFumble Recovery 2 Yards | fumble_recovery_2_player_idFumble Recovery 2 Player Id | fumble_recovery_2_player_nameFumble Recovery 2 Player Name | return_teamReturn Team | return_yardsReturn Yards | penalty_teamPenalty Team | penalty_player_idPenalty Player Id | penalty_player_namePenalty Player Name | penalty_yardsPenalty Yards | replay_or_challengeReplay Or Challenge | replay_or_challenge_resultReplay Or Challenge Result | penalty_typePenalty Type | defensive_two_point_attemptDefensive Two Point Attempt | defensive_two_point_convDefensive Two Point Conv | defensive_extra_point_attemptDefensive Extra Point Attempt | defensive_extra_point_convDefensive Extra Point Conv | seasonSeason | cpCp | cpoeCpoe | seriesSeries | series_successSeries Success | series_resultSeries Result | order_sequenceOrder Sequence | start_timeStart Time | time_of_dayTime Of Day | stadiumStadium | weatherWeather | nfl_api_idNfl Api Id | play_clockPlay Clock | play_deletedPlay Deleted | play_type_nflPlay Type Nfl | special_teams_playSpecial Teams Play | st_play_typeSt Play Type | end_clock_timeEnd Clock Time | end_yard_lineEnd Yard Line | fixed_driveFixed Drive | fixed_drive_resultFixed Drive Result | drive_real_start_timeDrive Real Start Time | drive_play_countDrive Play Count | drive_time_of_possessionDrive Time Of Possession | drive_first_downsDrive First Downs | drive_inside20Drive Inside20 | drive_ended_with_scoreDrive Ended With Score | drive_quarter_startDrive Quarter Start | drive_quarter_endDrive Quarter End | drive_yards_penalizedDrive Yards Penalized | drive_start_transitionDrive Start Transition | drive_end_transitionDrive End Transition | drive_game_clock_startDrive Game Clock Start | drive_game_clock_endDrive Game Clock End | drive_start_yard_lineDrive Start Yard Line | drive_end_yard_lineDrive End Yard Line | drive_play_id_startedDrive Play Id Started | drive_play_id_endedDrive Play Id Ended | away_scoreAway Score | home_scoreHome Score | locationLocation | resultResult | totalTotal | spread_lineSpread Line | total_lineTotal Line | div_gameDiv Game | roofRoof | surfaceSurface | tempTemp | windWind | home_coachHome Coach | away_coachAway Coach | stadium_idStadium Id | game_stadiumGame Stadium | successSuccess | passerPasser | passer_jersey_numberPasser Jersey Number | rusherRusher | rusher_jersey_numberRusher Jersey Number | receiverReceiver | receiver_jersey_numberReceiver Jersey Number | passPass | rushRush | first_downFirst Down | aborted_playAborted Play | specialSpecial | playPlay | passer_idPasser Id | rusher_idRusher Id | receiver_idReceiver Id | nameName | jersey_numberJersey Number | idId | qb_epaQb Epa | xyac_epaXyac Epa | xyac_mean_yardageXyac Mean Yardage | xyac_median_yardageXyac Median Yardage | xyac_successXyac Success | xyac_fdXyac Fd |
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| 1 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | nan | nan | nan | nan | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 900 | 1800 | 3600 | Half1 | 1 | 15:00 | BUF 35 | GAME | nan | nan | nan | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 36 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BUF | 35 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 900 | 1800 | 3600 | Half1 | 1 | 1 | 15:00 | BUF 35 | 15 | 4-Gay kicks 65 yards from BUF 35 to BAL 0. 14-D.Hester to BAL 14 for 14 yards (36-J.Meeks). | kickoff | nan | nan | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0041793496347963 | 0.1476029455661773 | 0.0028813402168452 | 0.2134374380111694 | 0.250390350818634 | 0.0043413829989731 | 0.3771671950817108 | 1.4573906008154154 | -0.9551144964061676 | -0.9551144964061676 | 0.9551144964061676 | 0.5625572204589844 | 0.4374427795410156 | 0.5625572204589844 | 0.4374427795410156 | -0.0336014032363891 | 0.5289558172225952 | 0.4710441827774048 | 0.6228832602500916 | 0.6228832602500916 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 58 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 86 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 897 | 1797 | 3597 | Half1 | 1 | 1 | 1 | 14:57 | BAL 14 | 10 | 15 | (14:57) 29-J.Forsett right end pushed ob at BAL 20 for 6 yards (27-D.Williams). | run | 6 | nan | nan | right | end | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0044408794492483 | 0.1908729672431945 | 0.0048998929560184 | 0.2579052746295929 | 0.2209246754646301 | 0.0038872605655342 | 0.3170690238475799 | 0.5022761044092476 | 0.3364662569947541 | -0.6186482394114137 | 0.6186482394114137 | 0.3364662569947541 | -0.3364662569947541 | 0.5289558172225952 | 0.4710441827774048 | 0.5289558172225952 | 0.4710441827774048 | 0.0305700898170471 | 0.5595259070396423 | 0.4404740929603576 | 0.6046862602233887 | 0.6046862602233887 | 0.0305700898170471 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 85 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 80 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 872 | 1772 | 3572 | Half1 | 1 | 1 | 2 | 14:32 | BAL 20 | 4 | 15 | (14:32) (No Huddle, Shotgun) 5-J.Flacco pass short right to 29-J.Forsett to BAL 25 for 5 yards (55-J.Hughes). | pass | 5 | 1 | 1 | 1 | short | right | -4 | 9 | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0041134245693683 | 0.1809253394603729 | 0.0037311159539967 | 0.2420344203710556 | 0.2207078039646148 | 0.0036634502466768 | 0.3448244631290436 | 0.8387423614040017 | 0.644540186971426 | 0.0258919475600123 | -0.0258919475600123 | 0.3364662569947541 | -0.3364662569947541 | 0.644540186971426 | -0.644540186971426 | -1.3939634184353054 | 2.038503605406732 | -1.3939634184353054 | 2.038503605406732 | -1.3939634184353054 | 1.3939634184353054 | 2.038503605406732 | -2.038503605406732 | -1.3939634184353054 | 1.3939634184353054 | 2.038503605406732 | -2.038503605406732 | 0.5595259070396423 | 0.4404740929603576 | 0.5595259070396423 | 0.4404740929603576 | 0.0022496581077575 | 0.5617755651473999 | 0.4382244348526001 | 0.6131561994552612 | 0.6131561994552612 | 0.0305700898170471 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 109 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 75 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 841 | 1741 | 3541 | Half1 | 1 | 1 | 1 | 14:01 | BAL 25 | 10 | 15 | (14:01) (No Huddle, Shotgun) 29-J.Forsett left guard to BAL 25 for no gain (97-C.Bryant; 52-P.Brown). | run | 1 | 1 | nan | nan | left | guard | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0044845705851912 | 0.1451485008001327 | 0.0027419393882155 | 0.2124567031860351 | 0.2533287703990936 | 0.0042908391915261 | 0.3775486946105957 | 1.4832825483754275 | -0.5462104119360447 | -0.5203184643760324 | 0.5203184643760324 | -0.2097441549412906 | 0.2097441549412906 | 0.644540186971426 | -0.644540186971426 | -1.3939634184353054 | 1.3939634184353054 | 2.038503605406732 | -2.038503605406732 | -1.3939634184353054 | 1.3939634184353054 | 2.038503605406732 | -2.038503605406732 | 0.5617755651473999 | 0.4382244348526001 | 0.5617755651473999 | 0.4382244348526001 | -0.0085542798042297 | 0.5532212853431702 | 0.4467787146568298 | 0.6037516593933105 | 0.6037516593933105 | 0.0220158100128173 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 130 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 75 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 815 | 1715 | 3515 | Half1 | 1 | 1 | 2 | 13:35 | BAL 25 | 10 | 15 | (13:35) (No Huddle) 5-J.Flacco pass short right to 44-K.Juszczyk to BAL 34 for 9 yards (28-R.Darby). | pass | 9 | 1 | 1 | short | right | 1 | 8 | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0045841126702725 | 0.1642040759325027 | 0.0031253150664269 | 0.2439213693141937 | 0.230968952178955 | 0.0043790806084871 | 0.3488170802593231 | 0.937072136439383 | 0.9182994896546006 | 0.3979810252785682 | -0.3979810252785682 | -0.2097441549412906 | 0.2097441549412906 | 1.5628396766260266 | -1.5628396766260266 | -0.6617050562053919 | 1.5800045458599925 | -0.6617050562053919 | 1.5800045458599925 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | 0.5532212853431702 | 0.4467787146568298 | 0.5532212853431702 | 0.4467787146568298 | 0.0199357271194458 | 0.573157012462616 | 0.426842987537384 | 0.6033381223678589 | 0.6033381223678589 | 0.0220158100128173 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 154 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 66 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 774 | 1674 | 3474 | Half1 | 1 | 1 | 3 | 12:54 | BAL 34 | 1 | 15 | (12:54) (No Huddle) 28-T.West right tackle to BAL 34 for no gain (97-C.Bryant). | run | 1 | nan | nan | right | tackle | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0044897417537868 | 0.1480259001255035 | 0.0027039977721869 | 0.1835784018039703 | 0.2532448470592499 | 0.0051055741496384 | 0.4028514921665191 | 1.855371626093984 | -1.7589194737374785 | -1.36093844845891 | 1.36093844845891 | -1.9686636286787689 | 1.9686636286787689 | 1.5628396766260266 | -1.5628396766260266 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | 0.573157012462616 | 0.426842987537384 | 0.573157012462616 | 0.426842987537384 | -0.0592187047004699 | 0.513938307762146 | 0.486061692237854 | 0.6102966666221619 | 0.6102966666221619 | -0.0372028946876525 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 175 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 66 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 725 | 1625 | 3425 | Half1 | 1 | 1 | 4 | 12:05 | BAL 34 | 1 | 15 | (12:05) (Run formation) PENALTY on BAL-5-J.Flacco, Delay of Game, 5 yards, enforced at BAL 34 - No Play. | no_play | nan | nan | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0050391219556331 | 0.2152271419763565 | 0.0040389322675764 | 0.2812948822975158 | 0.17918261885643 | 0.0049586868844926 | 0.3102586269378662 | 0.0964521523565054 | -0.9226222652941942 | -2.283560713753104 | 2.283560713753104 | -1.9686636286787689 | 1.9686636286787689 | 1.5628396766260266 | -1.5628396766260266 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | 0.513938307762146 | 0.486061692237854 | 0.513938307762146 | 0.486061692237854 | -0.0175656974315643 | 0.4963726103305816 | 0.5036273896694183 | 0.5500977039337158 | 0.5500977039337158 | -0.0372028946876525 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 198 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BAL | home | BUF | BAL | 71 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 712 | 1612 | 3412 | Half1 | 1 | 1 | 4 | 11:52 | BAL 29 | 6 | 15 | (11:52) (Punt formation) 4-S.Koch punts 39 yards to BUF 32, Center-46-M.Cox, out of bounds. | punt | nan | nan | nan | nan | nan | 39 | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0053999060764908 | 0.2291338890790939 | 0.0042716730386018 | 0.3392957150936126 | 0.1711803376674652 | 0.0047450698912143 | 0.2459733933210373 | -0.8261701129376888 | -0.4050438879057765 | -2.6886046016588807 | 2.6886046016588807 | -1.9686636286787689 | 1.9686636286787689 | 1.5628396766260266 | -1.5628396766260266 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | -2.055668474640697 | 2.055668474640697 | 3.618508151266724 | -3.618508151266724 | 0.4963726103305816 | 0.5036273896694183 | 0.4963726103305816 | 0.5036273896694183 | 0.0013805925846099 | 0.4977532029151916 | 0.5022467970848083 | 0.5422986745834351 | 0.5422986745834351 | -0.0372028946876525 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 216 | 2016_01_BUF_BAL | 2016091101 | BAL | BUF | REG | 1 | BUF | away | BAL | BUF | 68 | Sun Sep 11 2016 00:00:00 GMT+0000 (Coordinated Universal Time) | 704 | 1604 | 3404 | Half1 | 1 | 1 | 1 | 11:44 | BUF 32 | 10 | -8 | (11:44) (Shotgun) 5-T.Taylor pass short middle to 25-L.McCoy to BUF 34 for 2 yards (54-Z.Orr; 32-E.Weddle). | pass | 2 | 1 | 1 | short | middle | 2 | nan | nan | nan | nan | nan | 3 | 3 | nan | nan | 3 | 3 | 0.0050094253383576 | 0.1417998373508453 | 0.0039352742023766 | 0.2302334904670715 | 0.2598717212677002 | 0.0035095997154712 | 0.3556405901908874 | 1.231214000843465 | -0.4814031808637082 | -2.2072014207951725 | 2.2072014207951725 | -1.9686636286787689 | 1.9686636286787689 | 2.044242857489735 | -2.044242857489735 | -0.4814031808637082 | -0.4814031808637082 | -1.574265293776989 | 1.574265293776989 | 3.618508151266724 | -3.618508151266724 | -1.574265293776989 | 1.574265293776989 | 3.618508151266724 | -3.618508151266724 | 0.5022467970848083 | 0.4977532029151916 | 0.4977532029151916 | 0.5022467970848083 | -0.0049541294574737 | 0.5027073323726654 | 0.4972926676273346 | 0.4842801690101623 | 0.5157198309898376 | -0.0372028946876525 |
CREATE TABLE play_by_play_2016 (
"play_id" BIGINT,
"game_id" VARCHAR,
"old_game_id" BIGINT,
"home_team" VARCHAR,
"away_team" VARCHAR,
"season_type" VARCHAR,
"week" BIGINT,
"posteam" VARCHAR,
"posteam_type" VARCHAR,
"defteam" VARCHAR,
"side_of_field" VARCHAR,
"yardline_100" DOUBLE,
"game_date" TIMESTAMP,
"quarter_seconds_remaining" DOUBLE,
"half_seconds_remaining" DOUBLE,
"game_seconds_remaining" DOUBLE,
"game_half" VARCHAR,
"quarter_end" BIGINT,
"drive" DOUBLE,
"sp" BIGINT,
"qtr" BIGINT,
"down" DOUBLE,
"goal_to_go" BIGINT,
"time" VARCHAR,
"yrdln" VARCHAR,
"ydstogo" BIGINT,
"ydsnet" DOUBLE,
"desc" VARCHAR,
"play_type" VARCHAR,
"yards_gained" DOUBLE,
"shotgun" BIGINT,
"no_huddle" BIGINT,
"qb_dropback" DOUBLE,
"qb_kneel" BIGINT,
"qb_spike" BIGINT,
"qb_scramble" BIGINT,
"pass_length" VARCHAR,
"pass_location" VARCHAR,
"air_yards" DOUBLE,
"yards_after_catch" DOUBLE,
"run_location" VARCHAR,
"run_gap" VARCHAR,
"field_goal_result" VARCHAR,
"kick_distance" DOUBLE,
"extra_point_result" VARCHAR,
"two_point_conv_result" VARCHAR,
"home_timeouts_remaining" BIGINT,
"away_timeouts_remaining" BIGINT,
"timeout" DOUBLE,
"timeout_team" VARCHAR,
"td_team" VARCHAR,
"posteam_timeouts_remaining" DOUBLE,
"defteam_timeouts_remaining" DOUBLE,
"total_home_score" BIGINT,
"total_away_score" BIGINT,
"posteam_score" DOUBLE,
"defteam_score" DOUBLE,
"score_differential" DOUBLE,
"posteam_score_post" DOUBLE,
"defteam_score_post" DOUBLE,
"score_differential_post" DOUBLE,
"no_score_prob" DOUBLE,
"opp_fg_prob" DOUBLE,
"opp_safety_prob" DOUBLE,
"opp_td_prob" DOUBLE,
"fg_prob" DOUBLE,
"safety_prob" DOUBLE,
"td_prob" DOUBLE,
"extra_point_prob" DOUBLE,
"two_point_conversion_prob" DOUBLE,
"ep" DOUBLE,
"epa" DOUBLE,
"total_home_epa" DOUBLE,
"total_away_epa" DOUBLE,
"total_home_rush_epa" DOUBLE,
"total_away_rush_epa" DOUBLE,
"total_home_pass_epa" DOUBLE,
"total_away_pass_epa" DOUBLE,
"air_epa" DOUBLE,
"yac_epa" DOUBLE,
"comp_air_epa" DOUBLE,
"comp_yac_epa" DOUBLE,
"total_home_comp_air_epa" DOUBLE,
"total_away_comp_air_epa" DOUBLE,
"total_home_comp_yac_epa" DOUBLE,
"total_away_comp_yac_epa" DOUBLE,
"total_home_raw_air_epa" DOUBLE,
"total_away_raw_air_epa" DOUBLE,
"total_home_raw_yac_epa" DOUBLE,
"total_away_raw_yac_epa" DOUBLE,
"wp" DOUBLE,
"def_wp" DOUBLE,
"home_wp" DOUBLE,
"away_wp" DOUBLE,
"wpa" DOUBLE,
"home_wp_post" DOUBLE,
"away_wp_post" DOUBLE,
"vegas_wp" DOUBLE,
"vegas_home_wp" DOUBLE,
"total_home_rush_wpa" DOUBLE
);