├── .gitignore ├── LICENSE ├── README.md ├── buildNBA_Data.js ├── data ├── csv │ ├── advanced │ │ ├── leagues_NBA_1981_advanced.csv │ │ ├── leagues_NBA_1982_advanced.csv │ │ ├── leagues_NBA_1983_advanced.csv │ │ ├── leagues_NBA_1984_advanced.csv │ │ ├── leagues_NBA_1985_advanced.csv │ │ ├── leagues_NBA_1986_advanced.csv │ │ ├── leagues_NBA_1987_advanced.csv │ │ ├── leagues_NBA_1988_advanced.csv │ │ ├── leagues_NBA_1989_advanced.csv │ │ ├── leagues_NBA_1990_advanced.csv │ │ ├── leagues_NBA_1991_advanced.csv │ │ ├── leagues_NBA_1992_advanced.csv │ │ ├── leagues_NBA_1993_advanced.csv │ │ ├── leagues_NBA_1994_advanced.csv │ │ ├── leagues_NBA_1995_advanced.csv │ │ ├── leagues_NBA_1996_advanced.csv │ │ ├── leagues_NBA_1997_advanced.csv │ │ ├── leagues_NBA_1998_advanced.csv │ │ ├── leagues_NBA_1999_advanced.csv │ │ ├── leagues_NBA_2000_advanced.csv │ │ ├── leagues_NBA_2001_advanced.csv │ │ ├── leagues_NBA_2002_advanced.csv │ │ ├── leagues_NBA_2003_advanced.csv │ │ ├── leagues_NBA_2004_advanced.csv │ │ ├── leagues_NBA_2005_advanced.csv │ │ ├── leagues_NBA_2006_advanced.csv │ │ ├── leagues_NBA_2007_advanced.csv │ │ ├── leagues_NBA_2008_advanced.csv │ │ ├── leagues_NBA_2009_advanced.csv │ │ ├── leagues_NBA_2010_advanced.csv │ │ ├── leagues_NBA_2011_advanced.csv │ │ ├── leagues_NBA_2012_advanced.csv │ │ ├── leagues_NBA_2013_advanced.csv │ │ ├── leagues_NBA_2014_advanced.csv │ │ └── leagues_NBA_2015_advanced.csv │ └── totals │ │ ├── leagues_NBA_1981_totals.csv │ │ ├── leagues_NBA_1982_totals.csv │ │ ├── leagues_NBA_1983_totals.csv │ │ ├── leagues_NBA_1984_totals.csv │ │ ├── leagues_NBA_1985_totals.csv │ │ ├── leagues_NBA_1986_totals.csv │ │ ├── leagues_NBA_1987_totals.csv │ │ ├── leagues_NBA_1988_totals.csv │ │ ├── leagues_NBA_1989_totals.csv │ │ ├── leagues_NBA_1990_totals.csv │ │ ├── leagues_NBA_1991_totals.csv │ │ ├── leagues_NBA_1992_totals.csv │ │ ├── leagues_NBA_1993_totals.csv │ │ ├── leagues_NBA_1994_totals.csv │ │ ├── leagues_NBA_1995_totals.csv │ │ ├── leagues_NBA_1996_totals.csv │ │ ├── leagues_NBA_1997_totals.csv │ │ ├── leagues_NBA_1998_totals.csv │ │ ├── leagues_NBA_1999_totals.csv │ │ ├── leagues_NBA_2000_totals.csv │ │ ├── leagues_NBA_2001_totals.csv │ │ ├── leagues_NBA_2002_totals.csv │ │ ├── leagues_NBA_2003_totals.csv │ │ ├── leagues_NBA_2004_totals.csv │ │ ├── leagues_NBA_2005_totals.csv │ │ ├── leagues_NBA_2006_totals.csv │ │ ├── leagues_NBA_2007_totals.csv │ │ ├── leagues_NBA_2008_totals.csv │ │ ├── leagues_NBA_2009_totals.csv │ │ ├── leagues_NBA_2010_totals.csv │ │ ├── leagues_NBA_2011_totals.csv │ │ ├── leagues_NBA_2012_totals.csv │ │ ├── leagues_NBA_2013_totals.csv │ │ ├── leagues_NBA_2014_totals.csv │ │ └── leagues_NBA_2015_totals.csv ├── output │ ├── advanced │ │ ├── leagues_NBA_1981_advanced.csv │ │ ├── leagues_NBA_1982_advanced.csv │ │ ├── leagues_NBA_1983_advanced.csv │ │ ├── leagues_NBA_1984_advanced.csv │ │ ├── leagues_NBA_1985_advanced.csv │ │ ├── leagues_NBA_1986_advanced.csv │ │ ├── leagues_NBA_1987_advanced.csv │ │ ├── leagues_NBA_1988_advanced.csv │ │ ├── leagues_NBA_1989_advanced.csv │ │ ├── leagues_NBA_1990_advanced.csv │ │ ├── leagues_NBA_1991_advanced.csv │ │ ├── leagues_NBA_1992_advanced.csv │ │ ├── leagues_NBA_1993_advanced.csv │ │ ├── leagues_NBA_1994_advanced.csv │ │ ├── leagues_NBA_1995_advanced.csv │ │ ├── leagues_NBA_1996_advanced.csv │ │ ├── leagues_NBA_1997_advanced.csv │ │ ├── leagues_NBA_1998_advanced.csv │ │ ├── leagues_NBA_1999_advanced.csv │ │ ├── leagues_NBA_2000_advanced.csv │ │ ├── leagues_NBA_2001_advanced.csv │ │ ├── leagues_NBA_2002_advanced.csv │ │ ├── leagues_NBA_2003_advanced.csv │ │ ├── leagues_NBA_2004_advanced.csv │ │ ├── leagues_NBA_2005_advanced.csv │ │ ├── leagues_NBA_2006_advanced.csv │ │ ├── leagues_NBA_2007_advanced.csv │ │ ├── leagues_NBA_2008_advanced.csv │ │ ├── leagues_NBA_2009_advanced.csv │ │ ├── leagues_NBA_2010_advanced.csv │ │ ├── leagues_NBA_2011_advanced.csv │ │ ├── leagues_NBA_2012_advanced.csv │ │ ├── leagues_NBA_2013_advanced.csv │ │ ├── leagues_NBA_2014_advanced.csv │ │ └── leagues_NBA_2015_advanced.csv │ └── totals │ │ ├── leagues_NBA_1981_totals.csv │ │ ├── leagues_NBA_1982_totals.csv │ │ ├── leagues_NBA_1983_totals.csv │ │ ├── leagues_NBA_1984_totals.csv │ │ ├── leagues_NBA_1985_totals.csv │ │ ├── leagues_NBA_1986_totals.csv │ │ ├── leagues_NBA_1987_totals.csv │ │ ├── leagues_NBA_1988_totals.csv │ │ ├── leagues_NBA_1989_totals.csv │ │ ├── leagues_NBA_1990_totals.csv │ │ ├── leagues_NBA_1991_totals.csv │ │ ├── leagues_NBA_1992_totals.csv │ │ ├── leagues_NBA_1993_totals.csv │ │ ├── leagues_NBA_1994_totals.csv │ │ ├── leagues_NBA_1995_totals.csv │ │ ├── leagues_NBA_1996_totals.csv │ │ ├── leagues_NBA_1997_totals.csv │ │ ├── leagues_NBA_1998_totals.csv │ │ ├── leagues_NBA_1999_totals.csv │ │ ├── leagues_NBA_2000_totals.csv │ │ ├── leagues_NBA_2001_totals.csv │ │ ├── leagues_NBA_2002_totals.csv │ │ ├── leagues_NBA_2003_totals.csv │ │ ├── leagues_NBA_2004_totals.csv │ │ ├── leagues_NBA_2005_totals.csv │ │ ├── leagues_NBA_2006_totals.csv │ │ ├── leagues_NBA_2007_totals.csv │ │ ├── leagues_NBA_2008_totals.csv │ │ ├── leagues_NBA_2009_totals.csv │ │ ├── leagues_NBA_2010_totals.csv │ │ ├── leagues_NBA_2011_totals.csv │ │ ├── leagues_NBA_2012_totals.csv │ │ ├── leagues_NBA_2013_totals.csv │ │ ├── leagues_NBA_2014_totals.csv │ │ └── leagues_NBA_2015_totals.csv └── outputFile.json ├── nbaImport.py ├── package.json └── runNBA_Data.py /.gitignore: -------------------------------------------------------------------------------- 1 | # Logs 2 | logs 3 | *.log 4 | 5 | # Runtime data 6 | pids 7 | *.pid 8 | *.seed 9 | 10 | # Directory for instrumented libs generated by jscoverage/JSCover 11 | lib-cov 12 | 13 | # Coverage directory used by tools like istanbul 14 | coverage 15 | 16 | # Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files) 17 | .grunt 18 | 19 | # node-waf configuration 20 | .lock-wscript 21 | 22 | # Compiled binary addons 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We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright {yyyy} {name of copyright owner} 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | 203 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # NBA-Machine-Learning-Tutorial 2 | 3 | 4 | Depending on what stage of the [tutorial](http://fabianbuentello.io/blog/NBA_Machine_Learning_Tutorial) you want to start, you can choose one of the following: 5 | 6 | ####Clean start 7 | Beginning of Chapter 1: 8 | ```Bash 9 | git checkout startChapter1 10 | ``` 11 | ####Before we Clean Data 12 | Beginning of Chapter 2, before Cleaning: 13 | ```Bash 14 | git checkout startChapter2 15 | ``` 16 | 17 | ####Before we Structure Data 18 | Beginning of Chapter 3, before Structuring: 19 | ```Bash 20 | git checkout startChapter3 21 | ``` 22 | 23 | ####Post Structuring 24 | Beginning of Chapter 4, before Machine Learning: 25 | ```Bash 26 | git checkout startChapter4 27 | ``` 28 | -------------------------------------------------------------------------------- /buildNBA_Data.js: -------------------------------------------------------------------------------- 1 | /* Modules Section 2 | ============================================= */ 3 | 4 | var _ = require("underscore"); 5 | var fs = require('fs'); 6 | var fast_csv = require("fast-csv"); 7 | var async = require("async"); 8 | var jsonfile = require('jsonfile'); 9 | var DB_OBJ = (function(data) { 10 | 11 | data.clean = function() { 12 | delete data["clean"]; 13 | delete data["filter"]; 14 | // 1 15 | return _.map(data, function (plyr) { 16 | // 2 17 | plyr.Seasons = _.values(plyr.Seasons); 18 | return plyr; 19 | }); 20 | }; 21 | 22 | data.filter = function(obj, reg) { 23 | obj.statType = reg[0]; 24 | obj.Season = reg[1]; 25 | obj.Player = obj.Player.replace(/\*/g,''); 26 | delete obj["Rk"]; 27 | delete obj["0"]; 28 | return _.mapObject(obj, function (val, key) { 29 | 30 | if (!isNaN(val)) { 31 | val = +val; 32 | } 33 | return val; 34 | }); 35 | }; 36 | 37 | return data; 38 | })({}); 39 | // End of Modules 40 | 41 | /* Helper Section 42 | ============================================= */ 43 | var getHeader = function (path) { 44 | var statObj = { 45 | 'totals': 'Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS', 46 | 'advanced': 'Rk,Player,Pos,Age,Tm,G,MP,PER,TS%,3PAr,FTr,ORB%,DRB%,TRB%,AST%,STL%,BLK%,TOV%,USG%,0,OWS,DWS,WS,WS/48,0,OBPM,DBPM,BPM,VORP' 47 | }; 48 | return _.compact(_.map(statObj, function (val, key) { 49 | // key = totals || advanced 50 | // If key exist inside of path 51 | if (path.indexOf(key) > -1) { 52 | // Returns the value at statObj[statType] 53 | return val; 54 | } 55 | }))[0]; 56 | }; 57 | // End of Helper 58 | 59 | /* Functions Section 60 | ============================================= */ 61 | 62 | /** 63 | *Function Name: cleanData 64 | *Parameters: array of file paths 65 | *RUN: node misc_NBA_Data.js =CLEAN 66 | */ 67 | var cleanData = function(paths) { 68 | 69 | async.each(paths, function(filePath, callback) { 70 | // get data from file 71 | fs.readFile(filePath, function(err, data) { 72 | if(err) throw err; 73 | var data_Str = data.toString(); 74 | // Remove double commas 75 | data_Str = data_Str.replace(/,,/g,',0,'); 76 | var data_Arr = data_Str.split("\n"); 77 | 78 | // Check if first row is empty 79 | if (!data_Arr[0].length) { 80 | data_Arr.shift(); 81 | } 82 | 83 | data_Arr = _.filter(data_Arr, function (_str) { 84 | return (_str.indexOf('Rk,Player')); 85 | }); 86 | 87 | var finalHeader = getHeader(filePath); 88 | console.log(finalHeader); 89 | 90 | data_Arr.unshift(finalHeader); 91 | var outputPath = filePath.replace(/csv/,'output'); 92 | 93 | fs.writeFileSync(outputPath, data_Arr.join('\n')); 94 | callback(); 95 | }); 96 | },function (err) { 97 | console.log('*****DONE CLEANING DATA*****'); 98 | }); 99 | }; 100 | 101 | 102 | /** 103 | *Function Name: buildData 104 | *Parameters: array of file paths 105 | *RUN: node misc_NBA_Data.js =BUILD 106 | */ 107 | var buildData = function(paths) { 108 | async.each(paths, function (path, _aCallback) { 109 | 110 | // Create File Stream 111 | var inputStream = fs.createReadStream(path); 112 | 113 | // Read in CSV file 114 | fast_csv.fromStream(inputStream,{ 115 | headers: true, 116 | ignoreEmpty: true 117 | }) 118 | .transform(function(data){ 119 | var regex = path.match(/(advanced|totals)|(\d{4})/g); 120 | return DB_OBJ.filter(data, regex); 121 | }) 122 | .on("data", function(data){ 123 | 124 | var name = data.Player, 125 | yr = data.Season, 126 | stat = data.statType; 127 | 128 | // Does Player exist? 129 | if (!DB_OBJ.hasOwnProperty(name)) { 130 | // Player doesn't exist 131 | 132 | // helps us for the final data structure. 133 | var tmpPlayer = { 134 | Player: name, 135 | Pos: data.Pos, 136 | Seasons: {} 137 | }; 138 | DB_OBJ[name] = tmpPlayer; 139 | DB_OBJ[name].Seasons[yr] = {}; 140 | } else if(!DB_OBJ[name].Seasons.hasOwnProperty(yr)) { 141 | // Player Exists, Season doesnt exist 142 | DB_OBJ[name].Seasons[yr] = {}; 143 | } 144 | DB_OBJ[name].Seasons[yr][stat] = {}; 145 | DB_OBJ[name].Seasons[yr][stat] = data; 146 | }) 147 | .on("end", function(){ 148 | console.log("done"); 149 | _aCallback(); 150 | }); 151 | 152 | }, function (err) { 153 | console.log('*****DONE BUILDING DATA*****'); 154 | jsonfile.writeFile('./data/outputFile.json', DB_OBJ.clean(), { spaces: 0}, function(err) { 155 | console.error(err); 156 | }); 157 | }); 158 | }; 159 | 160 | /** 161 | - Main Function 162 | */ 163 | (function (task, isTest) { 164 | 165 | 166 | // Allowed Tasks 167 | if (['=BUILD','=CLEAN'].indexOf(task) === -1) { 168 | console.log('You did not pick an available task.'); 169 | return ; 170 | } 171 | 172 | // Type of stats 173 | var STATS = ['totals', 'advanced']; 174 | 175 | // If Test is set, only get a few years 176 | var endYr = (isTest) ? 1990 : 2016; 177 | 178 | 179 | // Get generate our list of file paths 180 | var pathList = function(begPath) { 181 | return _.flatten(_.map(STATS, function (stat) { 182 | 183 | return _.map(_.range(1981,endYr), function (year) { 184 | var finalStr = [begPath,stat,'/leagues_NBA_', 185 | year,'_',stat,'.csv'].join(''); 186 | 187 | return finalStr; 188 | }); 189 | })); 190 | }; 191 | 192 | 193 | // Divider =================================== 194 | 195 | // What task did user choose 196 | if (task === '=BUILD') { 197 | console.log('*****BUILDING DATA*****'); 198 | buildData(pathList('./data/output/')); 199 | } 200 | else if(task === '=CLEAN'){ 201 | console.log('*****CLEANING DATA*****'); 202 | cleanData(pathList('./data/csv/')); 203 | } else { 204 | console.log('*scratching head* how you got here?'); 205 | } 206 | 207 | })(process.argv[2], process.argv[3]); -------------------------------------------------------------------------------- /data/csv/totals/leagues_NBA_1981_totals.csv: -------------------------------------------------------------------------------- 1 | 2 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 3 | 1,Kareem Abdul-Jabbar*,C,33,LAL,80,,2976,836,1457,.574,0,1,.000,836,1456,.574,.574,423,552,.766,197,624,821,272,59,228,249,244,2095 4 | 2,Tom Abernethy,SF,26,TOT,39,,298,25,59,.424,0,1,.000,25,58,.431,.424,13,22,.591,20,28,48,19,7,3,8,34,63 5 | 3,Alvan Adams,C,26,PHO,75,,2054,458,870,.526,0,0,,458,870,.526,.526,199,259,.768,157,389,546,344,106,69,226,226,1115 6 | 4,Darrell Allums,PF,22,DAL,22,,276,23,67,.343,0,1,.000,23,66,.348,.343,13,22,.591,19,46,65,25,5,8,23,51,59 7 | 5,Tiny Archibald*,PG,32,BOS,80,72,2820,382,766,.499,0,9,.000,382,757,.505,.499,342,419,.816,36,140,176,618,75,18,265,201,1106 8 | 6,Dennis Awtrey,C,32,SEA,47,,607,44,93,.473,0,0,,44,93,.473,.473,14,20,.700,33,75,108,54,12,8,33,85,102 9 | 7,James Bailey,PF,23,SEA,82,,2539,444,889,.499,1,2,.500,443,887,.499,.500,256,361,.709,192,415,607,98,74,143,219,332,1145 10 | 8,Greg Ballard,SF,26,WSB,82,,2610,549,1186,.463,7,32,.219,542,1154,.470,.466,166,196,.847,167,413,580,195,118,39,117,194,1271 11 | 9,Mike Bantom,SF,29,IND,76,,2375,431,882,.489,0,6,.000,431,876,.492,.489,199,281,.708,150,277,427,240,80,85,197,284,1061 12 | 10,Billy Ray Bates,SG,24,POR,77,,1560,439,902,.487,14,54,.259,425,848,.501,.494,170,199,.854,71,86,157,196,82,6,149,120,1062 13 | 11,Mel Bennett,PF,26,UTA,28,,313,26,60,.433,0,2,.000,26,58,.448,.433,53,81,.654,33,60,93,15,3,11,31,56,105 14 | 12,Kent Benson,C,26,DET,59,,1956,364,770,.473,0,4,.000,364,766,.475,.473,196,254,.772,124,276,400,172,72,67,190,184,924 15 | 13,Henry Bibby,PG,31,SDC,73,,1112,118,306,.386,32,95,.337,86,211,.408,.438,67,98,.684,25,49,74,200,47,2,76,85,335 16 | 14,Larry Bird*,PF,24,BOS,82,82,3239,719,1503,.478,20,74,.270,699,1429,.489,.485,283,328,.863,191,704,895,451,161,63,289,239,1741 17 | 15,Otis Birdsong,SG,25,KCK,71,,2593,710,1306,.544,10,35,.286,700,1271,.551,.547,317,455,.697,119,139,258,233,93,18,173,172,1747 18 | 16,Norman Black,SG,23,DET,3,,28,3,10,.300,0,0,,3,10,.300,.300,2,8,.250,0,2,2,2,1,0,1,2,8 19 | 17,Ron Boone,SG,34,UTA,52,,1146,160,371,.431,11,39,.282,149,332,.449,.446,75,94,.798,17,67,84,161,33,8,111,126,406 20 | 18,Winford Boynes,SG,23,DAL,44,,757,121,313,.387,0,0,,121,313,.387,.387,45,55,.818,24,51,75,37,23,16,69,79,287 21 | 19,Dudley Bradley,SG,23,IND,82,,1867,265,559,.474,2,16,.125,263,543,.484,.476,125,178,.702,70,123,193,188,186,37,122,236,657 22 | 20,Mike Bratz,PG,25,CLE,80,,2595,319,817,.390,57,169,.337,262,648,.404,.425,107,132,.811,66,132,198,452,136,17,162,194,802 23 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 24 | 21,Jim Brewer,PF,29,LAL,78,,1107,101,197,.513,0,2,.000,101,195,.518,.513,15,40,.375,127,154,281,55,43,58,48,158,217 25 | 22,Ron Brewer,SG,25,TOT,75,,1452,275,631,.436,1,7,.143,274,624,.439,.437,91,114,.798,34,52,86,148,61,34,92,95,642 26 | 23,Junior Bridgeman,SF,27,MIL,77,,2215,537,1102,.487,3,21,.143,534,1081,.494,.489,213,241,.884,78,211,289,234,88,28,150,182,1290 27 | 24,Allan Bristow,SF,29,UTA,82,,2001,271,611,.444,5,18,.278,266,593,.449,.448,166,198,.838,103,327,430,383,63,3,171,190,713 28 | 25,Dave Britton,PG,22,WSB,2,,9,2,3,.667,0,0,,2,3,.667,.667,0,0,,0,2,2,3,1,0,2,2,4 29 | 26,Michael Brooks,SF,22,SDC,82,,2479,488,1018,.479,0,6,.000,488,1012,.482,.479,226,320,.706,210,232,442,208,99,31,163,234,1202 30 | 27,Fred Brown,SG,32,SEA,78,,1986,505,1035,.488,23,64,.359,482,971,.496,.499,173,208,.832,53,122,175,233,88,13,131,141,1206 31 | 28,Lewis Brown,C,25,WSB,2,,5,0,3,.000,0,0,,0,3,.000,.000,2,5,.400,1,1,2,0,0,0,1,2,2 32 | 29,Rickey Brown,C,22,GSW,45,,580,83,162,.512,0,0,,83,162,.512,.512,16,21,.762,52,114,166,21,9,14,31,103,182 33 | 30,Joe Bryant,PF,26,SDC,82,,2359,379,791,.479,2,15,.133,377,776,.486,.480,193,244,.791,146,294,440,189,72,34,176,264,953 34 | 31,Quinn Buckner,PG,26,MIL,82,,2384,471,956,.493,1,6,.167,470,950,.495,.493,149,203,.734,88,210,298,384,197,3,236,271,1092 35 | 32,Tom Burleson,C,28,ATL,31,,363,41,99,.414,0,0,,41,99,.414,.414,20,41,.488,44,50,94,12,8,19,24,73,102 36 | 33,Don Buse,SG,30,IND,58,,1095,114,287,.397,19,58,.328,95,229,.415,.430,50,65,.769,19,65,84,140,74,8,38,61,297 37 | 34,Marty Byrnes,SF,24,DAL,72,,1360,216,451,.479,9,20,.450,207,431,.480,.489,120,157,.764,74,103,177,113,29,17,61,126,561 38 | 35,Mack Calvin,PG,33,CLE,21,,128,13,39,.333,1,5,.200,12,34,.353,.346,25,35,.714,2,10,12,28,5,0,17,13,52 39 | 36,Austin Carr,SG,32,TOT,47,,657,87,234,.372,0,7,.000,87,227,.383,.372,34,54,.630,22,39,61,58,15,2,41,53,208 40 | 37,Kenny Carr,PF,25,CLE,81,,2615,469,918,.511,0,4,.000,469,914,.513,.511,292,409,.714,260,575,835,192,76,42,231,296,1230 41 | 38,M.L. Carr,SF,30,BOS,41,7,655,97,216,.449,1,14,.071,96,202,.475,.451,53,67,.791,26,57,83,56,30,18,47,74,248 42 | 39,Joe Barry Carroll,C,22,GSW,82,,2919,616,1254,.491,0,2,.000,616,1252,.492,.491,315,440,.716,274,485,759,117,50,121,243,313,1547 43 | 40,Butch Carter,SF,22,LAL,54,,672,114,247,.462,3,10,.300,111,237,.468,.468,70,95,.737,34,31,65,52,23,1,50,99,301 44 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 45 | 41,Reggie Carter,SG,23,NYK,60,,536,59,179,.330,0,3,.000,59,176,.335,.330,51,69,.739,30,39,69,76,22,2,38,68,169 46 | 42,Bill Cartwright,C,23,NYK,82,,2925,619,1118,.554,0,1,.000,619,1117,.554,.554,408,518,.788,161,452,613,111,48,83,200,259,1646 47 | 43,Harvey Catchings,PF,29,MIL,77,,1635,134,300,.447,0,0,,134,300,.447,.447,59,92,.641,154,319,473,99,33,184,105,284,327 48 | 44,Maurice Cheeks,PG,24,PHI,81,,2415,310,581,.534,3,8,.375,307,573,.536,.536,140,178,.787,67,178,245,560,193,39,174,231,763 49 | 45,Phil Chenier,SG,30,GSW,9,,82,11,33,.333,1,3,.333,10,30,.333,.348,6,6,1.000,1,7,8,7,0,0,4,10,29 50 | 46,Jim Chones,PF,31,LAL,82,,2562,378,751,.503,0,4,.000,378,747,.506,.503,126,193,.653,180,477,657,153,39,96,159,324,882 51 | 47,Art Collins,SG,26,ATL,29,,395,35,99,.354,0,2,.000,35,97,.361,.354,24,36,.667,19,22,41,25,11,1,32,35,94 52 | 48,Don Collins,SF,22,TOT,81,,1845,360,811,.444,0,6,.000,360,805,.447,.444,211,272,.776,129,139,268,190,104,25,174,259,931 53 | 49,Doug Collins,SG,29,PHI,12,,329,62,126,.492,0,0,,62,126,.492,.492,24,29,.828,6,23,29,42,7,4,22,23,148 54 | 50,Darwin Cook,SG,22,NJN,81,,1980,383,819,.468,6,25,.240,377,794,.475,.471,132,180,.733,96,140,236,297,141,36,176,197,904 55 | 51,Jeff Cook,SF,24,PHO,79,,2192,286,616,.464,0,5,.000,286,611,.468,.464,100,155,.645,170,297,467,201,82,54,146,236,672 56 | 52,Michael Cooper,SG,24,LAL,81,,2625,321,654,.491,4,19,.211,317,635,.499,.494,117,149,.785,121,215,336,332,133,78,164,249,763 57 | 53,Wayne Cooper,C,24,UTA,71,,1420,213,471,.452,1,3,.333,212,468,.453,.453,62,90,.689,166,274,440,52,18,51,77,219,489 58 | 54,Dave Corzine,C,24,SAS,82,,1960,366,747,.490,0,3,.000,366,744,.492,.490,125,175,.714,228,408,636,117,42,99,131,212,857 59 | 55,Charlie Criss,PG,32,ATL,66,,1708,220,485,.454,1,21,.048,219,464,.472,.455,185,214,.864,26,74,100,283,61,3,134,87,626 60 | 56,Geoff Crompton,C,25,POR,6,,33,4,8,.500,0,0,,4,8,.500,.500,1,5,.200,7,11,18,2,0,2,5,4,9 61 | 57,Pat Cummings,C,24,MIL,74,,1084,248,460,.539,0,2,.000,248,458,.541,.539,99,140,.707,97,195,292,62,31,19,114,192,595 62 | 58,Earl Cureton,C,23,PHI,52,,528,93,205,.454,0,1,.000,93,204,.456,.454,33,64,.516,51,104,155,25,20,23,29,68,219 63 | 59,Bob Dandridge,SF,33,WSB,23,,545,101,237,.426,0,1,.000,101,236,.428,.426,28,39,.718,19,64,83,60,16,9,33,54,230 64 | 60,Adrian Dantley*,SF,24,UTA,80,,3417,909,1627,.559,2,7,.286,907,1620,.560,.559,632,784,.806,192,317,509,322,109,18,282,245,2452 65 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 66 | 61,Brad Davis,PG,25,DAL,56,,1686,230,410,.561,3,17,.176,227,393,.578,.565,163,204,.799,29,122,151,385,52,11,123,156,626 67 | 62,Johnny Davis,PG,25,IND,76,,2536,426,917,.465,4,33,.121,422,884,.477,.467,238,299,.796,56,114,170,480,95,14,167,179,1094 68 | 63,Monti Davis,PF,22,TOT,2,,10,1,5,.200,0,0,,1,5,.200,.200,1,5,.200,2,2,4,0,0,1,0,0,3 69 | 64,Ron Davis,SF,26,SDC,64,,817,139,314,.443,2,8,.250,137,306,.448,.446,94,158,.595,47,72,119,47,36,11,61,98,374 70 | 65,Walter Davis,SG,26,PHO,78,,2182,593,1101,.539,7,17,.412,586,1084,.541,.542,209,250,.836,63,137,200,302,97,12,222,192,1402 71 | 66,Darryl Dawkins,C,24,PHI,76,,2088,423,697,.607,0,0,,423,697,.607,.607,219,304,.720,106,439,545,109,38,112,220,316,1065 72 | 67,Larry Demic,PF,23,NYK,76,,964,128,254,.504,0,2,.000,128,252,.508,.504,58,92,.630,114,129,243,28,12,13,58,153,314 73 | 68,Coby Dietrick,C,32,CHI,82,,1243,146,320,.456,2,6,.333,144,314,.459,.459,77,111,.694,79,186,265,118,48,53,88,176,371 74 | 69,James Donaldson,C,23,SEA,68,,980,129,238,.542,0,0,,129,238,.542,.542,101,170,.594,107,202,309,42,8,74,68,79,359 75 | 70,Jacky Dorsey,SF,26,SEA,29,,253,20,70,.286,0,0,,20,70,.286,.286,13,25,.520,23,65,88,9,9,1,14,47,53 76 | 71,Leon Douglas,C,26,KCK,79,,1356,185,323,.573,0,3,.000,185,320,.578,.573,102,186,.548,150,234,384,69,25,38,90,251,472 77 | 72,John Drew,SF,26,ATL,67,,2075,500,1096,.456,0,7,.000,500,1089,.459,.456,454,577,.787,145,238,383,79,98,15,194,264,1454 78 | 73,Larry Drew,PG,22,DET,76,,1581,197,484,.407,4,17,.235,193,467,.413,.411,106,133,.797,24,96,120,249,88,7,166,125,504 79 | 74,Ralph Drollinger,C,26,DAL,6,,67,7,14,.500,0,0,,7,14,.500,.500,1,4,.250,5,14,19,14,1,2,13,16,15 80 | 75,Terry Duerod,SG-SF,24,TOT,50,0,451,104,234,.444,8,16,.500,96,218,.440,.462,31,41,.756,17,27,44,36,17,4,35,27,247 81 | 76,Mike Dunleavy,SG,26,HOU,74,,1609,310,632,.491,1,16,.063,309,616,.502,.491,156,186,.839,28,90,118,268,64,2,137,165,777 82 | 77,T.R. Dunn,SG,25,DEN,82,,1427,146,354,.412,0,2,.000,146,352,.415,.412,79,121,.653,133,168,301,81,66,29,56,141,371 83 | 78,John Duren,PG,22,UTA,40,,458,33,101,.327,0,1,.000,33,100,.330,.327,5,9,.556,8,27,35,54,18,2,37,54,71 84 | 79,James Edwards,C,25,IND,81,,2375,511,1004,.509,0,3,.000,511,1001,.510,.509,244,347,.703,191,380,571,212,32,128,164,304,1266 85 | 80,Bob Elliott,C,25,NJN,73,,1320,214,419,.511,1,2,.500,213,417,.511,.512,121,202,.599,104,157,261,129,34,16,119,175,550 86 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 87 | 81,Len Elmore,C,28,MIL,72,,925,76,212,.358,0,0,,76,212,.358,.358,54,75,.720,68,140,208,69,37,52,44,178,206 88 | 82,Alex English*,SF,27,DEN,81,,3093,768,1555,.494,3,5,.600,765,1550,.494,.495,390,459,.850,273,373,646,290,106,100,241,255,1929 89 | 83,Julius Erving*,SF,30,PHI,82,,2874,794,1524,.521,4,18,.222,790,1506,.525,.522,422,536,.787,244,413,657,364,173,147,266,233,2014 90 | 84,Mike Evans,PG,25,MIL,71,,911,134,291,.460,2,14,.143,132,277,.477,.464,50,64,.781,22,65,87,167,34,4,72,114,320 91 | 85,Eric Fernsten,C,27,BOS,45,0,279,38,79,.481,0,0,,38,79,.481,.481,20,30,.667,29,33,62,10,6,7,20,29,96 92 | 86,Chris Ford,SG,32,BOS,82,75,2723,314,707,.444,36,109,.330,278,598,.465,.470,64,87,.736,72,91,163,295,100,23,127,212,728 93 | 87,Don Ford,SF,28,CLE,64,,996,100,224,.446,0,3,.000,100,221,.452,.446,22,24,.917,74,90,164,84,15,12,49,100,222 94 | 88,Phil Ford,PG,24,KCK,66,,2287,424,887,.478,11,36,.306,413,851,.485,.484,294,354,.831,26,102,128,580,99,6,241,190,1153 95 | 89,World B. Free,SG,27,GSW,65,,2370,516,1157,.446,5,31,.161,511,1126,.454,.448,528,649,.814,48,111,159,361,85,11,195,183,1565 96 | 90,Tony Fuller,SG,22,DET,15,,248,24,66,.364,0,1,.000,24,65,.369,.364,12,16,.750,13,29,42,28,10,1,23,25,60 97 | 91,Mike Gale,PG,30,TOT,77,,1112,157,309,.508,2,7,.286,155,302,.513,.511,55,68,.809,16,83,99,169,94,7,77,117,371 98 | 92,Calvin Garrett,SF,24,HOU,70,,1638,188,415,.453,1,3,.333,187,412,.454,.454,50,62,.806,85,179,264,132,50,10,90,167,427 99 | 93,Gus Gerard,SF,27,TOT,27,,252,41,111,.369,0,4,.000,41,107,.383,.369,27,40,.675,30,37,67,15,10,9,15,41,109 100 | 94,George Gervin*,SG,28,SAS,82,,2765,850,1729,.492,9,35,.257,841,1694,.496,.494,512,620,.826,126,293,419,260,94,56,251,212,2221 101 | 95,Artis Gilmore*,C,31,CHI,82,,2832,547,816,.670,0,0,,547,816,.670,.670,375,532,.705,220,608,828,172,47,198,236,295,1469 102 | 96,Mike Glenn,PG,25,NYK,82,,1506,285,511,.558,4,11,.364,281,500,.562,.562,98,110,.891,27,61,88,108,72,5,62,126,672 103 | 97,Mike Gminski,C,21,NJN,56,,1579,291,688,.423,0,1,.000,291,687,.424,.423,155,202,.767,137,282,419,72,54,100,128,127,737 104 | 98,Glen Gondrezick,PF,25,DEN,73,,1077,155,329,.471,0,2,.000,155,327,.474,.471,112,137,.818,136,171,307,83,91,20,69,185,422 105 | 99,Rickey Green,PG,26,UTA,47,,1307,176,366,.481,0,1,.000,176,365,.482,.481,70,97,.722,30,86,116,235,75,1,83,123,422 106 | 100,Dave Greenwood,PF,23,CHI,82,,2710,481,989,.486,0,2,.000,481,987,.487,.486,217,290,.748,243,481,724,218,77,124,192,282,1179 107 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 108 | 101,Kevin Grevey,SG,27,WSB,75,,2616,500,1103,.453,45,136,.331,455,967,.471,.474,244,290,.841,67,152,219,300,68,17,144,161,1289 109 | 102,Paul Griffin,PF,27,SAS,82,,1930,166,325,.511,0,0,,166,325,.511,.511,170,253,.672,184,321,505,249,77,38,132,207,502 110 | 103,Darrell Griffith,SG,22,UTA,81,,2867,716,1544,.464,10,52,.192,706,1492,.473,.467,229,320,.716,79,209,288,194,106,40,231,219,1671 111 | 104,Bob Gross,SF,27,POR,82,,1934,253,479,.528,0,9,.000,253,470,.538,.528,135,159,.849,126,202,328,251,90,67,151,238,641 112 | 105,Ernie Grunfeld,SF,25,KCK,79,,1584,260,486,.535,0,0,,260,486,.535,.535,75,101,.743,31,175,206,205,60,15,88,155,595 113 | 106,Roy Hamilton,PG,23,POR,1,,5,1,3,.333,0,0,,1,3,.333,.333,1,2,.500,2,1,3,0,0,0,1,1,3 114 | 107,Bill Hanzlik,SF,23,SEA,74,,1259,138,289,.478,1,5,.200,137,284,.482,.479,119,150,.793,67,86,153,111,58,20,84,168,396 115 | 108,Alan Hardy,SG,23,LAL,22,,111,22,59,.373,0,0,,22,59,.373,.373,7,10,.700,8,11,19,3,1,9,11,13,51 116 | 109,James Hardy,PF,24,UTA,23,,509,52,111,.468,0,0,,52,111,.468,.468,11,20,.550,39,94,133,36,21,20,23,58,115 117 | 110,Mike Harper,PF,23,POR,55,,461,56,136,.412,0,3,.000,56,133,.421,.412,37,85,.435,28,65,93,17,23,20,32,73,149 118 | 111,Joe Hassett,SG,25,TOT,41,,714,143,340,.421,53,156,.340,90,184,.489,.499,17,21,.810,24,44,68,74,13,2,22,65,356 119 | 112,Steve Hawes,C,30,ATL,74,,2309,333,637,.523,1,4,.250,332,633,.524,.524,222,278,.799,165,396,561,168,73,32,161,289,889 120 | 113,Elvin Hayes*,PF,35,WSB,81,,2931,584,1296,.451,0,10,.000,584,1286,.454,.451,271,439,.617,235,554,789,98,68,171,189,300,1439 121 | 114,Gar Heard,PF,32,SDC,78,,1631,149,396,.376,0,7,.000,149,389,.383,.376,79,101,.782,120,228,348,122,104,72,81,196,377 122 | 115,Gerald Henderson,PG,25,BOS,82,10,1608,261,579,.451,1,16,.063,260,563,.462,.452,113,157,.720,43,89,132,213,79,12,160,177,636 123 | 116,Tom Henderson,SG,29,HOU,66,,1411,137,332,.413,0,3,.000,137,329,.416,.413,78,95,.821,30,74,104,307,53,4,93,111,352 124 | 117,Keith Herron,SG,24,DET,80,,2270,432,954,.453,2,11,.182,430,943,.456,.454,228,267,.854,98,113,211,148,91,26,153,154,1094 125 | 118,Kenny Higgs,PG,26,DEN,72,,1689,209,474,.441,4,34,.118,205,440,.466,.445,140,172,.814,24,121,145,408,101,6,166,243,562 126 | 119,Johnny High,PG,23,PHO,81,,1750,246,576,.427,2,24,.083,244,552,.442,.429,183,264,.693,89,139,228,202,129,26,188,251,677 127 | 120,Armond Hill,PG,27,TOT,75,,1738,117,335,.349,0,7,.000,117,328,.357,.349,141,172,.820,41,118,159,292,66,11,127,207,375 128 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 129 | 121,Brad Holland,SG,24,LAL,41,,295,47,111,.423,1,3,.333,46,108,.426,.428,35,49,.714,9,20,29,23,21,1,31,44,130 130 | 122,Lionel Hollins,PG,27,PHI,82,,2154,327,696,.470,2,15,.133,325,681,.477,.471,125,171,.731,47,144,191,352,104,18,207,205,781 131 | 123,Cedrick Hordges,PF,24,DEN,68,,1599,221,480,.460,0,3,.000,221,477,.463,.460,130,186,.699,120,338,458,104,33,19,120,226,572 132 | 124,Phil Hubbard,PF,24,DET,80,,2289,433,880,.492,1,3,.333,432,877,.493,.493,294,426,.690,236,350,586,150,80,20,229,317,1161 133 | 125,Kim Hughes,C,28,TOT,53,,490,27,70,.386,0,0,,27,70,.386,.386,1,2,.500,48,79,127,35,28,35,44,106,55 134 | 126,Geoff Huston,PG,23,TOT,81,,2434,461,942,.489,1,5,.200,460,937,.491,.490,150,212,.708,45,93,138,394,58,7,179,148,1073 135 | 127,Dan Issel*,C,32,DEN,80,,2641,614,1220,.503,2,12,.167,612,1208,.507,.504,519,684,.759,229,447,676,158,83,53,130,249,1749 136 | 128,Tony Jackson,PG,23,LAL,2,,14,1,3,.333,0,0,,1,3,.333,.333,0,0,,0,2,2,2,2,0,0,1,2 137 | 129,Abdul Jeelani,SF,26,DAL,66,,1108,187,440,.425,0,1,.000,187,439,.426,.425,179,220,.814,83,147,230,65,44,31,87,123,553 138 | 130,Clemon Johnson,C,24,IND,81,,1643,235,466,.504,0,1,.000,235,465,.505,.504,112,189,.593,173,295,468,144,44,119,121,185,582 139 | 131,Dennis Johnson*,PG,26,PHO,79,,2615,532,1220,.436,11,51,.216,521,1169,.446,.441,411,501,.820,160,203,363,291,136,61,208,244,1486 140 | 132,Eddie Johnson,SG,25,ATL,75,,2693,573,1136,.504,6,20,.300,567,1116,.508,.507,279,356,.784,60,119,179,407,126,11,197,188,1431 141 | 133,George Johnson,C,32,SAS,82,,1935,164,347,.473,0,0,,164,347,.473,.473,80,109,.734,215,387,602,92,47,278,110,273,408 142 | 134,George Johnson,PF,24,IND,43,,930,182,394,.462,0,5,.000,182,389,.468,.462,93,122,.762,99,179,278,86,47,23,85,120,457 143 | 135,John Johnson,SF,33,SEA,80,,2324,373,866,.431,0,1,.000,373,865,.431,.431,173,214,.808,135,227,362,312,57,25,230,202,919 144 | 136,Lee Johnson,PF,23,TOT,12,,90,7,25,.280,0,0,,7,25,.280,.280,3,5,.600,6,16,22,1,0,5,7,18,17 145 | 137,Magic Johnson*,SG,21,LAL,37,,1371,312,587,.532,3,17,.176,309,570,.542,.534,171,225,.760,101,219,320,317,127,27,143,100,798 146 | 138,Marques Johnson,SF,24,MIL,76,,2542,636,1153,.552,0,9,.000,636,1144,.556,.552,269,381,.706,225,293,518,346,115,41,190,196,1541 147 | 139,Mickey Johnson,PF,28,MIL,82,,2118,379,846,.448,3,18,.167,376,828,.454,.450,262,332,.789,183,362,545,286,94,71,230,256,1023 148 | 140,Ollie Johnson,SF,31,PHI,40,,372,87,158,.551,1,6,.167,86,152,.566,.554,27,31,.871,8,47,55,30,20,2,25,45,202 149 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 150 | 141,Reggie Johnson,PF,23,SAS,79,,1716,340,682,.499,0,1,.000,340,681,.499,.499,128,193,.663,132,226,358,78,45,48,130,283,808 151 | 142,Vinnie Johnson,PG,24,SEA,81,,2311,419,785,.534,1,5,.200,418,780,.536,.534,214,270,.793,193,173,366,341,78,20,216,198,1053 152 | 143,Bobby Jones,PF,29,PHI,81,,2046,407,755,.539,0,3,.000,407,752,.541,.539,282,347,.813,142,293,435,226,95,74,149,226,1096 153 | 144,Caldwell Jones,C,30,PHI,81,,2639,218,485,.449,0,0,,218,485,.449,.449,148,193,.767,200,613,813,122,53,134,168,271,584 154 | 145,Dwight Jones,PF,28,CHI,81,,1574,245,507,.483,0,0,,245,507,.483,.483,125,161,.776,127,274,401,99,40,36,126,200,615 155 | 146,Edgar Jones,PF,24,NJN,60,,950,189,357,.529,0,4,.000,189,353,.535,.529,146,218,.670,92,171,263,43,36,81,101,185,524 156 | 147,Major Jones,PF,27,HOU,68,,1003,117,252,.464,0,1,.000,117,251,.466,.464,64,101,.634,96,138,234,41,18,23,57,112,298 157 | 148,Eddie Jordan,PG,26,TOT,74,,1226,150,352,.426,6,22,.273,144,330,.436,.435,87,127,.685,30,68,98,241,98,8,143,165,393 158 | 149,Walter Jordan,SF,24,CLE,30,,207,29,75,.387,0,0,,29,75,.387,.387,10,17,.588,23,19,42,11,11,5,17,35,68 159 | 150,Jeff Judkins,SF,24,UTA,62,,666,92,216,.426,9,28,.321,83,188,.441,.447,45,51,.882,29,64,93,59,16,2,30,84,238 160 | 151,Clarence Kea,PF,21,DAL,16,,199,37,81,.457,0,1,.000,37,80,.463,.457,43,62,.694,28,39,67,5,6,1,16,44,117 161 | 152,Rich Kelley,C,27,PHO,81,,1686,196,387,.506,0,2,.000,196,385,.509,.506,175,231,.758,131,310,441,282,79,63,209,210,567 162 | 153,Greg Kelser,SF,23,DET,25,,654,120,285,.421,0,2,.000,120,283,.424,.421,68,106,.642,53,67,120,45,34,29,78,89,308 163 | 154,Larry Kenon,SF,28,CHI,77,,2161,454,946,.480,0,0,,454,946,.480,.480,180,245,.735,179,219,398,120,75,18,161,160,1088 164 | 155,Chad Kinch,SG,22,TOT,41,,353,52,141,.369,0,0,,52,141,.369,.369,14,18,.778,7,26,33,45,11,6,30,33,118 165 | 156,Bernard King*,SF,24,GSW,81,,2914,731,1244,.588,2,6,.333,729,1238,.589,.588,307,437,.703,178,373,551,287,72,34,265,304,1771 166 | 157,Reggie King,PF,23,KCK,81,,2743,472,867,.544,0,0,,472,867,.544,.544,264,386,.684,235,551,786,122,102,41,164,227,1208 167 | 158,Billy Knight,SG,28,IND,82,,2385,546,1025,.533,3,19,.158,543,1006,.540,.534,341,410,.832,191,219,410,157,84,12,177,155,1436 168 | 159,Joel Kramer,PF,25,PHO,82,,1065,136,258,.527,0,1,.000,136,257,.529,.527,63,91,.692,77,155,232,88,35,17,67,132,335 169 | 160,Wayne Kreklow,SG,24,BOS,25,0,100,11,47,.234,1,4,.250,10,43,.233,.245,7,10,.700,2,10,12,9,2,1,10,20,30 170 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 171 | 161,Kevin Kunnert,C,29,POR,55,,842,101,216,.468,0,0,,101,216,.468,.468,42,54,.778,98,189,287,67,17,32,50,143,244 172 | 162,Mitch Kupchak,PF,26,WSB,82,,1934,392,747,.525,0,1,.000,392,746,.525,.525,240,340,.706,198,371,569,62,36,26,161,195,1024 173 | 163,Sam Lacey,C,32,KCK,82,,2228,237,536,.442,1,5,.200,236,531,.444,.443,92,117,.786,131,453,584,399,95,120,182,302,567 174 | 164,Tom LaGarde,C,25,DAL,82,,2670,417,888,.470,0,0,,417,888,.470,.470,288,444,.649,177,488,665,237,35,45,206,293,1122 175 | 165,Bill Laimbeer,C,23,CLE,81,,2460,337,670,.503,0,0,,337,670,.503,.503,117,153,.765,266,427,693,216,56,78,132,332,791 176 | 166,John Lambert,PF,28,TOT,46,,483,68,165,.412,0,2,.000,68,163,.417,.412,18,23,.783,28,65,93,27,12,5,19,76,154 177 | 167,Mark Landsberger,PF,25,LAL,69,,1086,164,327,.502,0,1,.000,164,326,.503,.502,62,116,.534,152,225,377,27,19,6,65,135,390 178 | 168,Bob Lanier*,C,32,MIL,67,,1753,376,716,.525,1,1,1.000,375,715,.524,.526,208,277,.751,128,285,413,179,73,81,139,184,961 179 | 169,Edmund Lawrence,C,28,DET,3,,19,5,8,.625,0,0,,5,8,.625,.625,2,4,.500,2,2,4,1,1,0,1,6,12 180 | 170,Allen Leavell,PG,23,HOU,79,,1686,258,548,.471,2,17,.118,256,531,.482,.473,124,149,.832,30,104,134,384,97,15,189,160,642 181 | 171,Ron Lee,PG,28,DET,82,,1829,113,323,.350,2,13,.154,111,310,.358,.353,113,156,.724,65,155,220,362,166,29,173,260,341 182 | 172,Ronnie Lester,PG,22,CHI,8,,83,10,24,.417,0,0,,10,24,.417,.417,10,11,.909,3,3,6,7,2,0,9,5,30 183 | 173,Scott Lloyd,C,28,DAL,72,,2186,245,547,.448,0,2,.000,245,545,.450,.448,147,205,.717,161,293,454,159,34,25,145,269,637 184 | 174,John Long,SG,24,DET,59,,1750,441,957,.461,2,11,.182,439,946,.464,.462,160,184,.870,95,102,197,106,95,22,151,164,1044 185 | 175,John Lucas,PG,27,GSW,66,,1919,222,506,.439,4,24,.167,218,482,.452,.443,107,145,.738,34,120,154,464,83,2,185,140,555 186 | 176,Maurice Lucas,PF,28,NJN,68,,2162,404,835,.484,0,2,.000,404,833,.485,.484,191,254,.752,153,422,575,173,57,59,176,260,999 187 | 177,Ollie Mack,SG,23,TOT,65,,1682,279,606,.460,0,9,.000,279,597,.467,.460,80,125,.640,92,138,230,163,56,7,70,117,638 188 | 178,Kyle Macy,PG,23,PHO,82,,1469,272,532,.511,12,51,.235,260,481,.541,.523,107,119,.899,44,88,132,160,76,5,95,120,663 189 | 179,Rick Mahorn,PF,22,WSB,52,,696,111,219,.507,0,0,,111,219,.507,.507,27,40,.675,67,148,215,25,21,44,38,134,249 190 | 180,Moses Malone*,C,25,HOU,80,,3245,806,1545,.522,1,3,.333,805,1542,.522,.522,609,804,.757,474,706,1180,141,83,150,308,223,2222 191 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 192 | 181,Wes Matthews,PG,21,TOT,79,,2266,385,779,.494,5,21,.238,380,758,.501,.497,202,252,.802,46,93,139,411,107,17,261,242,977 193 | 182,Cedric Maxwell,SF,25,BOS,81,81,2730,441,750,.588,0,1,.000,441,749,.589,.588,352,450,.782,222,303,525,219,79,68,180,256,1234 194 | 183,Scott May,SF,26,CHI,63,,815,165,338,.488,0,0,,165,338,.488,.488,113,149,.758,62,93,155,63,35,7,71,83,443 195 | 184,Bill Mayfield,SF,23,GSW,7,,54,8,18,.444,0,0,,8,18,.444,.444,1,2,.500,7,2,9,1,0,1,3,8,17 196 | 185,Bob McAdoo*,PF,29,TOT,16,,321,68,157,.433,0,1,.000,68,156,.436,.433,29,41,.707,17,50,67,30,17,13,32,38,165 197 | 186,Andre McCarter,PG,27,WSB,43,,448,51,135,.378,2,8,.250,49,127,.386,.385,18,24,.750,16,23,39,73,14,0,24,36,122 198 | 187,Keith McCord,SG,23,WSB,2,,9,2,4,.500,0,0,,2,4,.500,.500,0,0,,1,1,2,1,0,0,2,0,4 199 | 188,Jim McElroy,PG,27,ATL,54,,680,78,202,.386,1,8,.125,77,194,.397,.389,48,59,.814,10,38,48,84,20,9,79,62,205 200 | 189,George McGinnis,PF,30,IND,69,,1845,348,768,.453,0,7,.000,348,761,.457,.453,207,385,.538,164,364,528,210,99,28,221,242,903 201 | 190,Kevin McHale*,PF,23,BOS,82,1,1645,355,666,.533,0,2,.000,355,664,.535,.533,108,159,.679,155,204,359,55,27,151,110,260,818 202 | 191,Billy McKinney,PG,25,TOT,84,,2166,327,645,.507,2,12,.167,325,633,.513,.509,162,188,.862,36,148,184,360,99,11,158,231,818 203 | 192,Tom McMillen,C,28,ATL,79,,1564,253,519,.487,1,6,.167,252,513,.491,.488,80,108,.741,96,199,295,72,23,25,81,165,587 204 | 193,John Mengelt,SG,31,GSW,2,,11,0,4,.000,0,0,,0,4,.000,.000,0,0,,0,0,0,2,0,0,0,0,0 205 | 194,Joe Meriweather,C,27,KCK,74,,1514,206,415,.496,0,0,,206,415,.496,.496,148,213,.695,126,267,393,77,27,80,125,219,560 206 | 195,Dick Miller,SF,22,TOT,8,,53,4,9,.444,0,1,.000,4,8,.500,.444,0,0,,2,5,7,5,4,0,8,5,8 207 | 196,Mike Mitchell,SF,25,CLE,82,,3194,853,1791,.476,4,9,.444,849,1782,.476,.477,302,385,.784,215,287,502,139,63,52,175,199,2012 208 | 197,Steve Mix,SF,33,PHI,72,,1327,288,575,.501,0,3,.000,288,572,.503,.501,200,240,.833,105,159,264,114,59,18,88,107,776 209 | 198,Paul Mokeski,C,24,DET,80,,1815,224,458,.489,0,1,.000,224,457,.490,.489,120,200,.600,141,277,418,135,38,73,160,267,568 210 | 199,Sidney Moncrief,SG,23,MIL,80,,2417,400,739,.541,2,9,.222,398,730,.545,.543,320,398,.804,186,220,406,264,90,37,145,156,1122 211 | 200,Johnny Moore,PG,22,SAS,82,,1578,249,520,.479,1,19,.053,248,501,.495,.480,105,172,.610,58,138,196,373,120,22,154,178,604 212 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 213 | 201,Lowes Moore,PG,23,NJN,71,,1406,212,478,.444,4,27,.148,208,451,.461,.448,69,92,.750,43,125,168,228,61,17,108,179,497 214 | 202,Calvin Murphy*,PG,32,HOU,76,,2014,528,1074,.492,4,17,.235,524,1057,.496,.493,206,215,.958,33,54,87,222,111,6,129,209,1266 215 | 203,Swen Nater,C,31,SDC,82,,2809,517,935,.553,0,0,,517,935,.553,.553,244,307,.795,295,722,1017,199,49,46,211,295,1278 216 | 204,Calvin Natt,SF,24,POR,74,,2111,395,794,.497,4,8,.500,391,786,.497,.500,200,283,.707,149,282,431,159,73,18,163,188,994 217 | 205,Kenny Natt,SG,22,IND,19,,149,25,77,.325,2,8,.250,23,69,.333,.338,7,11,.636,9,6,15,10,5,1,10,18,59 218 | 206,Mike Newlin,SG,32,NJN,79,,2911,632,1272,.497,10,30,.333,622,1242,.501,.501,414,466,.888,78,141,219,299,87,9,248,237,1688 219 | 207,Carl Nicks,PG,22,TOT,67,,1109,172,359,.479,0,4,.000,172,355,.485,.479,71,126,.563,37,73,110,149,60,3,116,141,415 220 | 208,Mike Niles,SF,25,PHO,44,,231,48,138,.348,2,4,.500,46,134,.343,.355,17,37,.459,26,32,58,15,8,1,25,41,115 221 | 209,Norm Nixon,PG,25,LAL,79,,2962,576,1210,.476,2,12,.167,574,1198,.479,.477,196,252,.778,64,168,232,696,146,11,285,226,1350 222 | 210,Mike O'Koren,SF,22,NJN,79,,2473,365,751,.486,5,18,.278,360,733,.491,.489,135,212,.637,179,299,478,252,86,27,146,243,870 223 | 211,Mark Olberding,SF,24,SAS,82,,2408,348,685,.508,1,7,.143,347,678,.512,.509,315,380,.829,146,325,471,277,75,31,202,307,1012 224 | 212,Jawann Oldham,C,23,DEN,4,,21,2,6,.333,0,0,,2,6,.333,.333,0,0,,3,2,5,0,0,2,2,3,4 225 | 213,Louis Orr,SF,22,IND,82,,1787,348,709,.491,0,6,.000,348,703,.495,.491,163,202,.807,172,189,361,132,55,25,123,153,859 226 | 214,Tom Owens,PF,31,POR,79,,1843,322,630,.511,0,4,.000,322,626,.514,.511,191,250,.764,165,291,456,140,36,47,130,273,835 227 | 215,Robert Parish*,C,27,BOS,82,78,2298,635,1166,.545,0,1,.000,635,1165,.545,.545,282,397,.710,245,532,777,144,81,214,191,310,1552 228 | 216,Sonny Parker,SG,25,GSW,73,,1317,191,388,.492,0,0,,191,388,.492,.492,94,128,.734,101,93,194,106,67,13,84,112,476 229 | 217,Myles Patrick,SF,26,LAL,3,,9,2,5,.400,0,0,,2,5,.400,.400,1,2,.500,1,1,2,1,0,0,1,3,5 230 | 218,Billy Paultz,PF,32,HOU,81,,1659,262,517,.507,0,3,.000,262,514,.510,.507,75,153,.490,111,280,391,105,28,72,89,182,599 231 | 219,Jim Paxson,SG,23,POR,79,,2701,585,1092,.536,2,30,.067,583,1062,.549,.537,182,248,.734,74,137,211,299,140,9,131,172,1354 232 | 220,Sam Pellom,PF,29,ATL,77,,1472,186,380,.489,0,1,.000,186,379,.491,.489,81,116,.698,122,234,356,48,50,92,99,228,453 233 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 234 | 221,Roger Phegley,SG,24,CLE,82,,2269,474,965,.491,8,28,.286,466,937,.497,.495,224,267,.839,90,156,246,184,65,15,165,262,1180 235 | 222,Stan Pietkiewicz,SG,24,TOT,42,,461,57,138,.413,19,48,.396,38,90,.422,.482,11,14,.786,13,29,42,77,15,2,22,28,144 236 | 223,Ben Poquette,PF,25,UTA,82,,2808,324,614,.528,3,6,.500,321,608,.528,.530,126,162,.778,160,469,629,161,67,174,122,342,777 237 | 224,Kevin Porter,PG,30,WSB,81,,2577,446,859,.519,3,12,.250,443,847,.523,.521,191,247,.773,35,89,124,734,110,10,251,257,1086 238 | 225,Tony Price,SG,24,SDC,5,,29,2,7,.286,0,0,,2,7,.286,.286,0,0,,0,0,0,3,2,1,2,3,4 239 | 226,Wally Rank,SF,22,SDC,25,,153,21,57,.368,0,0,,21,57,.368,.368,13,28,.464,17,13,30,17,7,1,26,33,55 240 | 227,Kelvin Ransey,PG,22,POR,80,,2431,525,1162,.452,3,31,.097,522,1131,.462,.453,164,219,.749,42,153,195,555,88,9,232,201,1217 241 | 228,Clifford Ray,C,32,GSW,66,,838,64,152,.421,0,0,,64,152,.421,.421,29,62,.468,73,144,217,52,24,13,74,194,157 242 | 229,James Ray,PF,23,DEN,18,,148,15,49,.306,0,1,.000,15,48,.313,.306,7,10,.700,13,24,37,11,4,4,13,31,37 243 | 230,Billy Reid,SG,23,GSW,59,,597,84,185,.454,0,5,.000,84,180,.467,.454,22,39,.564,27,33,60,71,33,5,78,111,190 244 | 231,Robert Reid,SF,25,HOU,82,,2963,536,1113,.482,0,4,.000,536,1109,.483,.482,229,303,.756,164,419,583,344,163,66,198,325,1301 245 | 232,Kevin Restani,SF,29,SAS,64,,999,192,369,.520,3,8,.375,189,361,.524,.524,62,88,.705,71,103,174,81,16,14,68,103,449 246 | 233,Clint Richardson,SG,24,PHI,77,,1313,227,464,.489,0,1,.000,227,463,.490,.489,84,108,.778,83,93,176,152,36,10,110,102,538 247 | 234,Micheal Ray Richardson,SG,25,NYK,79,,3175,523,1116,.469,23,102,.225,500,1014,.493,.479,224,338,.663,173,372,545,627,232,35,302,258,1293 248 | 235,Anthony Roberts,SF,25,WSB,26,,350,54,144,.375,0,0,,54,144,.375,.375,19,29,.655,18,50,68,20,11,0,28,52,127 249 | 236,Rick Robey,C,25,BOS,82,4,1569,298,547,.545,0,1,.000,298,546,.546,.545,144,251,.574,132,258,390,126,38,19,141,204,740 250 | 237,Cliff Robinson,PF,20,NJN,63,,1822,525,1070,.491,1,1,1.000,524,1069,.490,.491,178,248,.718,120,361,481,105,58,52,182,216,1229 251 | 238,Truck Robinson,PF,29,PHO,82,,3088,647,1280,.505,0,0,,647,1280,.505,.505,249,396,.629,216,573,789,206,68,38,250,220,1543 252 | 239,Wayne Robinson,PF,22,DET,81,,1592,234,509,.460,0,6,.000,234,503,.465,.460,175,240,.729,117,177,294,112,46,24,149,186,643 253 | 240,Bill Robinzine,PF,28,TOT,78,,2016,392,826,.475,1,6,.167,391,820,.477,.475,218,281,.776,168,365,533,118,75,9,187,275,1003 254 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 255 | 241,Dave Robisch,C,31,TOT,84,,2116,330,740,.446,0,0,,330,740,.446,.446,200,247,.810,157,342,499,173,37,34,83,173,860 256 | 242,John Roche,PG,31,DEN,26,,611,82,179,.458,9,27,.333,73,152,.480,.483,58,77,.753,5,32,37,140,17,8,52,44,231 257 | 243,Tree Rollins,C,25,ATL,40,,1044,116,210,.552,0,1,.000,116,209,.555,.552,46,57,.807,102,184,286,35,29,117,57,151,278 258 | 244,Lorenzo Romar,PG,22,GSW,53,,726,87,211,.412,2,6,.333,85,205,.415,.417,43,63,.683,10,46,56,136,27,3,52,64,219 259 | 245,Dan Roundfield,PF,27,ATL,63,,2128,426,808,.527,0,1,.000,426,807,.528,.527,256,355,.721,231,403,634,161,76,119,178,258,1108 260 | 246,Campy Russell,SF,29,NYK,79,,2865,508,1095,.464,8,26,.308,500,1069,.468,.468,268,343,.781,109,244,353,257,99,8,212,248,1292 261 | 247,Frankie Sanders,SF,24,KCK,23,,186,34,77,.442,0,0,,34,77,.442,.442,20,22,.909,6,15,21,17,16,1,21,20,88 262 | 248,DeWayne Scales,PF,22,NYK,44,,484,94,225,.418,1,6,.167,93,219,.425,.420,26,39,.667,47,85,132,10,12,4,30,54,215 263 | 249,Alvin Scott,SF,25,PHO,82,,1423,173,348,.497,1,6,.167,172,342,.503,.499,97,127,.764,101,167,268,114,60,70,77,124,444 264 | 250,Craig Shelton,SF,23,ATL,55,,586,100,219,.457,0,1,.000,100,218,.459,.457,35,58,.603,59,79,138,27,18,5,61,128,235 265 | 251,Lonnie Shelton,PF,25,SEA,14,,440,73,174,.420,0,0,,73,174,.420,.420,36,55,.655,31,47,78,35,22,3,41,48,182 266 | 252,Purvis Short,SF,23,GSW,79,,2309,549,1157,.475,3,17,.176,546,1140,.479,.476,168,205,.820,151,240,391,249,78,19,143,244,1269 267 | 253,John Shumate,PF,28,TOT,24,,527,56,131,.427,0,0,,56,131,.427,.427,55,76,.724,34,54,88,24,21,9,42,49,167 268 | 254,Jerry Sichting,PG,24,IND,47,,450,34,95,.358,0,5,.000,34,90,.378,.358,25,32,.781,11,32,43,70,23,1,28,38,93 269 | 255,Jack Sikma,C,25,SEA,82,,2920,595,1311,.454,0,5,.000,595,1306,.456,.454,340,413,.823,184,668,852,248,78,93,201,282,1530 270 | 256,James Silas,PG,31,SAS,75,,2055,476,997,.477,0,2,.000,476,995,.478,.477,374,440,.850,44,187,231,285,51,12,159,129,1326 271 | 257,Larry Smith,PF,23,GSW,82,,2578,304,594,.512,0,0,,304,594,.512,.512,177,301,.588,433,561,994,93,70,63,146,316,785 272 | 258,Phil Smith,SG,28,SDC,76,,2378,519,1057,.491,4,18,.222,515,1039,.496,.493,237,313,.757,49,107,156,372,84,18,176,231,1279 273 | 259,Randy Smith,SG,32,CLE,82,,2199,486,1043,.466,1,28,.036,485,1015,.478,.466,221,271,.815,46,147,193,357,113,14,195,132,1194 274 | 260,Robert Smith,PG,25,CLE,1,,20,2,5,.400,0,0,,2,5,.400,.400,4,4,1.000,1,2,3,3,0,0,3,6,8 275 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 276 | 261,Ricky Sobers,PG,28,CHI,71,,1803,355,769,.462,17,66,.258,338,703,.481,.473,231,247,.935,46,98,144,284,98,17,206,225,958 277 | 262,Jim Spanarkel,SF,23,DAL,82,,2317,404,866,.467,1,10,.100,403,856,.471,.467,375,423,.887,142,155,297,232,117,20,172,230,1184 278 | 263,Rory Sparrow,PG,22,NJN,15,,212,22,63,.349,0,0,,22,63,.349,.349,12,16,.750,7,11,18,32,13,3,18,15,56 279 | 264,John Stroud,SF,23,HOU,9,,88,11,34,.324,0,0,,11,34,.324,.324,3,4,.750,7,6,13,9,1,0,4,7,25 280 | 265,Brian Taylor,PG,29,SDC,80,,2312,310,591,.525,44,115,.383,266,476,.559,.562,146,185,.789,58,93,151,440,118,23,111,212,810 281 | 266,Carlos Terry,SG,24,WSB,26,,504,80,160,.500,0,6,.000,80,154,.519,.500,28,42,.667,43,73,116,70,27,13,57,68,188 282 | 267,Reggie Theus,SG,23,CHI,82,,2820,543,1097,.495,18,90,.200,525,1007,.521,.503,445,550,.809,124,163,287,426,122,20,259,258,1549 283 | 268,David Thompson*,SG,26,DEN,77,,2620,734,1451,.506,10,39,.256,724,1412,.513,.509,489,615,.795,107,180,287,231,53,60,250,231,1967 284 | 269,Mychal Thompson,C,26,POR,79,,2790,569,1151,.494,0,1,.000,569,1150,.495,.494,207,323,.641,223,463,686,284,62,170,241,260,1345 285 | 270,Rudy Tomjanovich,PF,32,HOU,52,,1264,263,563,.467,12,51,.235,251,512,.490,.478,65,82,.793,78,130,208,81,19,6,58,121,603 286 | 271,Andrew Toney,SG,23,PHI,75,,1768,399,806,.495,9,29,.310,390,777,.502,.501,161,226,.712,32,111,143,273,59,10,219,234,968 287 | 272,Terry Tyler,SF,24,DET,82,,2549,476,895,.532,0,8,.000,476,887,.537,.532,148,250,.592,198,369,567,136,112,180,163,215,1100 288 | 273,Wes Unseld*,C,34,WSB,63,,2032,225,429,.524,2,4,.500,223,425,.525,.527,55,86,.640,207,466,673,170,52,36,97,171,507 289 | 274,Ronnie Valentine,SF,23,DEN,24,,123,37,98,.378,1,2,.500,36,96,.375,.383,9,19,.474,10,20,30,7,7,4,16,23,84 290 | 275,Jan Van Breda Kolff,SF,29,NJN,78,,1426,100,245,.408,2,8,.250,98,237,.414,.412,98,117,.838,48,154,202,129,38,50,108,214,300 291 | 276,Kiki Vandeweghe,SF,22,DEN,51,,1376,229,537,.426,0,7,.000,229,530,.432,.426,130,159,.818,86,184,270,94,29,24,86,116,588 292 | 277,Brett Vroman,C,25,UTA,11,,93,10,27,.370,0,1,.000,10,26,.385,.370,14,19,.737,7,18,25,9,5,5,9,26,34 293 | 278,Foots Walker,PG,29,NJN,41,,1172,72,169,.426,2,9,.222,70,160,.438,.432,88,111,.793,22,80,102,253,52,1,85,105,234 294 | 279,Wally Walker,SF,26,SEA,82,,1796,290,626,.463,0,3,.000,290,623,.465,.463,109,169,.645,105,210,315,122,53,15,115,168,689 295 | 280,Lloyd Walton,PG,27,KCK,61,,821,90,218,.413,0,1,.000,90,217,.415,.413,26,33,.788,13,35,48,208,32,2,80,45,206 296 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 297 | 281,Kermit Washington,PF,29,POR,73,,2120,325,571,.569,0,1,.000,325,570,.570,.569,181,288,.628,236,450,686,149,85,86,144,258,831 298 | 282,Richard Washington,PF,25,TOT,80,,1812,340,747,.455,1,2,.500,339,745,.455,.456,119,159,.748,158,295,453,129,46,61,129,283,800 299 | 283,Marvin Webster,C,28,NYK,82,,1708,159,341,.466,1,4,.250,158,337,.469,.468,104,163,.638,162,303,465,72,27,97,103,187,423 300 | 284,Scott Wedman,SF,28,KCK,81,,2902,685,1437,.477,25,77,.325,660,1360,.485,.485,140,204,.686,128,305,433,226,97,46,161,294,1535 301 | 285,Paul Westphal,SG,30,SEA,36,,1078,221,500,.442,6,25,.240,215,475,.453,.448,153,184,.832,11,57,68,148,46,14,78,70,601 302 | 286,Jo Jo White*,PG,34,KCK,13,,236,36,82,.439,0,0,,36,82,.439,.439,11,18,.611,3,18,21,37,11,1,18,21,83 303 | 287,Rudy White,SG,27,TOT,16,,208,23,65,.354,0,1,.000,23,64,.359,.354,15,16,.938,1,10,11,20,9,1,12,23,61 304 | 288,Jerome Whitehead,C,24,TOT,48,,688,83,180,.461,0,1,.000,83,179,.464,.461,28,56,.500,58,156,214,26,20,9,56,122,194 305 | 289,Hawkeye Whitney,SG,23,KCK,47,,782,149,306,.487,2,6,.333,147,300,.490,.490,50,65,.769,29,77,106,68,47,6,48,98,350 306 | 290,Sidney Wicks,PF,31,SDC,49,,1083,125,286,.437,0,1,.000,125,285,.439,.437,76,150,.507,79,144,223,111,40,40,94,168,326 307 | 291,Michael Wiley,PF,23,SAS,33,,271,76,138,.551,0,2,.000,76,136,.559,.551,36,48,.750,22,42,64,11,8,6,28,38,188 308 | 292,Bob Wilkerson,SG,26,CHI,80,,2238,330,715,.462,1,10,.100,329,705,.467,.462,137,163,.840,86,196,282,272,102,23,175,170,798 309 | 293,Jamaal Wilkes*,SF,27,LAL,81,,3028,786,1495,.526,1,13,.077,785,1482,.530,.526,254,335,.758,146,289,435,235,121,29,207,223,1827 310 | 294,James Wilkes,SF,22,CHI,48,,540,85,184,.462,0,1,.000,85,183,.464,.462,29,42,.690,36,60,96,30,25,12,34,86,199 311 | 295,Jeff Wilkins,C,25,UTA,56,,1058,117,260,.450,0,0,,117,260,.450,.450,27,40,.675,62,212,274,40,32,46,59,169,261 312 | 296,Freeman Williams,SG,24,SDC,82,,1976,642,1381,.465,48,141,.340,594,1240,.479,.482,253,297,.852,75,54,129,164,91,5,166,157,1585 313 | 297,Ray Williams,PG,26,NYK,79,,2742,616,1335,.461,16,68,.235,600,1267,.474,.467,312,382,.817,122,199,321,432,185,37,235,270,1560 314 | 298,Sly Williams,PF,23,NYK,67,,1976,349,708,.493,2,8,.250,347,700,.496,.494,185,268,.690,159,257,416,180,116,18,141,199,885 315 | 299,John Williamson,SG,29,WSB,9,,112,18,56,.321,1,6,.167,17,50,.340,.330,5,6,.833,0,7,7,17,4,1,12,13,42 316 | 300,Bill Willoughby,SF,23,HOU,55,,1145,150,287,.523,0,0,,150,287,.523,.523,49,64,.766,74,153,227,64,18,31,74,102,349 317 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 318 | 301,Brian Winters,SG,28,MIL,69,,1771,331,697,.475,18,51,.353,313,646,.485,.488,119,137,.869,32,108,140,229,70,10,136,185,799 319 | 302,Mike Woodson,SG,22,NYK,81,,949,165,373,.442,1,5,.200,164,368,.446,.444,49,64,.766,33,64,97,75,36,12,54,95,380 320 | 303,Sam Worthen,PG,23,CHI,64,,945,95,192,.495,0,4,.000,95,188,.505,.495,45,60,.750,22,93,115,115,57,6,91,115,235 321 | 304,Larry Wright,PG,26,DET,45,,997,140,303,.462,2,7,.286,138,296,.466,.465,53,66,.803,26,62,88,153,42,7,74,114,335 -------------------------------------------------------------------------------- /data/output/totals/leagues_NBA_1981_totals.csv: -------------------------------------------------------------------------------- 1 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 2 | 1,Kareem Abdul-Jabbar*,C,33,LAL,80,0,2976,836,1457,.574,0,1,.000,836,1456,.574,.574,423,552,.766,197,624,821,272,59,228,249,244,2095 3 | 2,Tom Abernethy,SF,26,TOT,39,0,298,25,59,.424,0,1,.000,25,58,.431,.424,13,22,.591,20,28,48,19,7,3,8,34,63 4 | 3,Alvan Adams,C,26,PHO,75,0,2054,458,870,.526,0,0,0,458,870,.526,.526,199,259,.768,157,389,546,344,106,69,226,226,1115 5 | 4,Darrell Allums,PF,22,DAL,22,0,276,23,67,.343,0,1,.000,23,66,.348,.343,13,22,.591,19,46,65,25,5,8,23,51,59 6 | 5,Tiny Archibald*,PG,32,BOS,80,72,2820,382,766,.499,0,9,.000,382,757,.505,.499,342,419,.816,36,140,176,618,75,18,265,201,1106 7 | 6,Dennis Awtrey,C,32,SEA,47,0,607,44,93,.473,0,0,0,44,93,.473,.473,14,20,.700,33,75,108,54,12,8,33,85,102 8 | 7,James Bailey,PF,23,SEA,82,0,2539,444,889,.499,1,2,.500,443,887,.499,.500,256,361,.709,192,415,607,98,74,143,219,332,1145 9 | 8,Greg Ballard,SF,26,WSB,82,0,2610,549,1186,.463,7,32,.219,542,1154,.470,.466,166,196,.847,167,413,580,195,118,39,117,194,1271 10 | 9,Mike Bantom,SF,29,IND,76,0,2375,431,882,.489,0,6,.000,431,876,.492,.489,199,281,.708,150,277,427,240,80,85,197,284,1061 11 | 10,Billy Ray Bates,SG,24,POR,77,0,1560,439,902,.487,14,54,.259,425,848,.501,.494,170,199,.854,71,86,157,196,82,6,149,120,1062 12 | 11,Mel Bennett,PF,26,UTA,28,0,313,26,60,.433,0,2,.000,26,58,.448,.433,53,81,.654,33,60,93,15,3,11,31,56,105 13 | 12,Kent Benson,C,26,DET,59,0,1956,364,770,.473,0,4,.000,364,766,.475,.473,196,254,.772,124,276,400,172,72,67,190,184,924 14 | 13,Henry Bibby,PG,31,SDC,73,0,1112,118,306,.386,32,95,.337,86,211,.408,.438,67,98,.684,25,49,74,200,47,2,76,85,335 15 | 14,Larry Bird*,PF,24,BOS,82,82,3239,719,1503,.478,20,74,.270,699,1429,.489,.485,283,328,.863,191,704,895,451,161,63,289,239,1741 16 | 15,Otis Birdsong,SG,25,KCK,71,0,2593,710,1306,.544,10,35,.286,700,1271,.551,.547,317,455,.697,119,139,258,233,93,18,173,172,1747 17 | 16,Norman Black,SG,23,DET,3,0,28,3,10,.300,0,0,0,3,10,.300,.300,2,8,.250,0,2,2,2,1,0,1,2,8 18 | 17,Ron Boone,SG,34,UTA,52,0,1146,160,371,.431,11,39,.282,149,332,.449,.446,75,94,.798,17,67,84,161,33,8,111,126,406 19 | 18,Winford Boynes,SG,23,DAL,44,0,757,121,313,.387,0,0,0,121,313,.387,.387,45,55,.818,24,51,75,37,23,16,69,79,287 20 | 19,Dudley Bradley,SG,23,IND,82,0,1867,265,559,.474,2,16,.125,263,543,.484,.476,125,178,.702,70,123,193,188,186,37,122,236,657 21 | 20,Mike Bratz,PG,25,CLE,80,0,2595,319,817,.390,57,169,.337,262,648,.404,.425,107,132,.811,66,132,198,452,136,17,162,194,802 22 | 21,Jim Brewer,PF,29,LAL,78,0,1107,101,197,.513,0,2,.000,101,195,.518,.513,15,40,.375,127,154,281,55,43,58,48,158,217 23 | 22,Ron Brewer,SG,25,TOT,75,0,1452,275,631,.436,1,7,.143,274,624,.439,.437,91,114,.798,34,52,86,148,61,34,92,95,642 24 | 23,Junior Bridgeman,SF,27,MIL,77,0,2215,537,1102,.487,3,21,.143,534,1081,.494,.489,213,241,.884,78,211,289,234,88,28,150,182,1290 25 | 24,Allan Bristow,SF,29,UTA,82,0,2001,271,611,.444,5,18,.278,266,593,.449,.448,166,198,.838,103,327,430,383,63,3,171,190,713 26 | 25,Dave Britton,PG,22,WSB,2,0,9,2,3,.667,0,0,0,2,3,.667,.667,0,0,0,0,2,2,3,1,0,2,2,4 27 | 26,Michael Brooks,SF,22,SDC,82,0,2479,488,1018,.479,0,6,.000,488,1012,.482,.479,226,320,.706,210,232,442,208,99,31,163,234,1202 28 | 27,Fred Brown,SG,32,SEA,78,0,1986,505,1035,.488,23,64,.359,482,971,.496,.499,173,208,.832,53,122,175,233,88,13,131,141,1206 29 | 28,Lewis Brown,C,25,WSB,2,0,5,0,3,.000,0,0,0,0,3,.000,.000,2,5,.400,1,1,2,0,0,0,1,2,2 30 | 29,Rickey Brown,C,22,GSW,45,0,580,83,162,.512,0,0,0,83,162,.512,.512,16,21,.762,52,114,166,21,9,14,31,103,182 31 | 30,Joe Bryant,PF,26,SDC,82,0,2359,379,791,.479,2,15,.133,377,776,.486,.480,193,244,.791,146,294,440,189,72,34,176,264,953 32 | 31,Quinn Buckner,PG,26,MIL,82,0,2384,471,956,.493,1,6,.167,470,950,.495,.493,149,203,.734,88,210,298,384,197,3,236,271,1092 33 | 32,Tom Burleson,C,28,ATL,31,0,363,41,99,.414,0,0,0,41,99,.414,.414,20,41,.488,44,50,94,12,8,19,24,73,102 34 | 33,Don Buse,SG,30,IND,58,0,1095,114,287,.397,19,58,.328,95,229,.415,.430,50,65,.769,19,65,84,140,74,8,38,61,297 35 | 34,Marty Byrnes,SF,24,DAL,72,0,1360,216,451,.479,9,20,.450,207,431,.480,.489,120,157,.764,74,103,177,113,29,17,61,126,561 36 | 35,Mack Calvin,PG,33,CLE,21,0,128,13,39,.333,1,5,.200,12,34,.353,.346,25,35,.714,2,10,12,28,5,0,17,13,52 37 | 36,Austin Carr,SG,32,TOT,47,0,657,87,234,.372,0,7,.000,87,227,.383,.372,34,54,.630,22,39,61,58,15,2,41,53,208 38 | 37,Kenny Carr,PF,25,CLE,81,0,2615,469,918,.511,0,4,.000,469,914,.513,.511,292,409,.714,260,575,835,192,76,42,231,296,1230 39 | 38,M.L. Carr,SF,30,BOS,41,7,655,97,216,.449,1,14,.071,96,202,.475,.451,53,67,.791,26,57,83,56,30,18,47,74,248 40 | 39,Joe Barry Carroll,C,22,GSW,82,0,2919,616,1254,.491,0,2,.000,616,1252,.492,.491,315,440,.716,274,485,759,117,50,121,243,313,1547 41 | 40,Butch Carter,SF,22,LAL,54,0,672,114,247,.462,3,10,.300,111,237,.468,.468,70,95,.737,34,31,65,52,23,1,50,99,301 42 | 41,Reggie Carter,SG,23,NYK,60,0,536,59,179,.330,0,3,.000,59,176,.335,.330,51,69,.739,30,39,69,76,22,2,38,68,169 43 | 42,Bill Cartwright,C,23,NYK,82,0,2925,619,1118,.554,0,1,.000,619,1117,.554,.554,408,518,.788,161,452,613,111,48,83,200,259,1646 44 | 43,Harvey Catchings,PF,29,MIL,77,0,1635,134,300,.447,0,0,0,134,300,.447,.447,59,92,.641,154,319,473,99,33,184,105,284,327 45 | 44,Maurice Cheeks,PG,24,PHI,81,0,2415,310,581,.534,3,8,.375,307,573,.536,.536,140,178,.787,67,178,245,560,193,39,174,231,763 46 | 45,Phil Chenier,SG,30,GSW,9,0,82,11,33,.333,1,3,.333,10,30,.333,.348,6,6,1.000,1,7,8,7,0,0,4,10,29 47 | 46,Jim Chones,PF,31,LAL,82,0,2562,378,751,.503,0,4,.000,378,747,.506,.503,126,193,.653,180,477,657,153,39,96,159,324,882 48 | 47,Art Collins,SG,26,ATL,29,0,395,35,99,.354,0,2,.000,35,97,.361,.354,24,36,.667,19,22,41,25,11,1,32,35,94 49 | 48,Don Collins,SF,22,TOT,81,0,1845,360,811,.444,0,6,.000,360,805,.447,.444,211,272,.776,129,139,268,190,104,25,174,259,931 50 | 49,Doug Collins,SG,29,PHI,12,0,329,62,126,.492,0,0,0,62,126,.492,.492,24,29,.828,6,23,29,42,7,4,22,23,148 51 | 50,Darwin Cook,SG,22,NJN,81,0,1980,383,819,.468,6,25,.240,377,794,.475,.471,132,180,.733,96,140,236,297,141,36,176,197,904 52 | 51,Jeff Cook,SF,24,PHO,79,0,2192,286,616,.464,0,5,.000,286,611,.468,.464,100,155,.645,170,297,467,201,82,54,146,236,672 53 | 52,Michael Cooper,SG,24,LAL,81,0,2625,321,654,.491,4,19,.211,317,635,.499,.494,117,149,.785,121,215,336,332,133,78,164,249,763 54 | 53,Wayne Cooper,C,24,UTA,71,0,1420,213,471,.452,1,3,.333,212,468,.453,.453,62,90,.689,166,274,440,52,18,51,77,219,489 55 | 54,Dave Corzine,C,24,SAS,82,0,1960,366,747,.490,0,3,.000,366,744,.492,.490,125,175,.714,228,408,636,117,42,99,131,212,857 56 | 55,Charlie Criss,PG,32,ATL,66,0,1708,220,485,.454,1,21,.048,219,464,.472,.455,185,214,.864,26,74,100,283,61,3,134,87,626 57 | 56,Geoff Crompton,C,25,POR,6,0,33,4,8,.500,0,0,0,4,8,.500,.500,1,5,.200,7,11,18,2,0,2,5,4,9 58 | 57,Pat Cummings,C,24,MIL,74,0,1084,248,460,.539,0,2,.000,248,458,.541,.539,99,140,.707,97,195,292,62,31,19,114,192,595 59 | 58,Earl Cureton,C,23,PHI,52,0,528,93,205,.454,0,1,.000,93,204,.456,.454,33,64,.516,51,104,155,25,20,23,29,68,219 60 | 59,Bob Dandridge,SF,33,WSB,23,0,545,101,237,.426,0,1,.000,101,236,.428,.426,28,39,.718,19,64,83,60,16,9,33,54,230 61 | 60,Adrian Dantley*,SF,24,UTA,80,0,3417,909,1627,.559,2,7,.286,907,1620,.560,.559,632,784,.806,192,317,509,322,109,18,282,245,2452 62 | 61,Brad Davis,PG,25,DAL,56,0,1686,230,410,.561,3,17,.176,227,393,.578,.565,163,204,.799,29,122,151,385,52,11,123,156,626 63 | 62,Johnny Davis,PG,25,IND,76,0,2536,426,917,.465,4,33,.121,422,884,.477,.467,238,299,.796,56,114,170,480,95,14,167,179,1094 64 | 63,Monti Davis,PF,22,TOT,2,0,10,1,5,.200,0,0,0,1,5,.200,.200,1,5,.200,2,2,4,0,0,1,0,0,3 65 | 64,Ron Davis,SF,26,SDC,64,0,817,139,314,.443,2,8,.250,137,306,.448,.446,94,158,.595,47,72,119,47,36,11,61,98,374 66 | 65,Walter Davis,SG,26,PHO,78,0,2182,593,1101,.539,7,17,.412,586,1084,.541,.542,209,250,.836,63,137,200,302,97,12,222,192,1402 67 | 66,Darryl Dawkins,C,24,PHI,76,0,2088,423,697,.607,0,0,0,423,697,.607,.607,219,304,.720,106,439,545,109,38,112,220,316,1065 68 | 67,Larry Demic,PF,23,NYK,76,0,964,128,254,.504,0,2,.000,128,252,.508,.504,58,92,.630,114,129,243,28,12,13,58,153,314 69 | 68,Coby Dietrick,C,32,CHI,82,0,1243,146,320,.456,2,6,.333,144,314,.459,.459,77,111,.694,79,186,265,118,48,53,88,176,371 70 | 69,James Donaldson,C,23,SEA,68,0,980,129,238,.542,0,0,0,129,238,.542,.542,101,170,.594,107,202,309,42,8,74,68,79,359 71 | 70,Jacky Dorsey,SF,26,SEA,29,0,253,20,70,.286,0,0,0,20,70,.286,.286,13,25,.520,23,65,88,9,9,1,14,47,53 72 | 71,Leon Douglas,C,26,KCK,79,0,1356,185,323,.573,0,3,.000,185,320,.578,.573,102,186,.548,150,234,384,69,25,38,90,251,472 73 | 72,John Drew,SF,26,ATL,67,0,2075,500,1096,.456,0,7,.000,500,1089,.459,.456,454,577,.787,145,238,383,79,98,15,194,264,1454 74 | 73,Larry Drew,PG,22,DET,76,0,1581,197,484,.407,4,17,.235,193,467,.413,.411,106,133,.797,24,96,120,249,88,7,166,125,504 75 | 74,Ralph Drollinger,C,26,DAL,6,0,67,7,14,.500,0,0,0,7,14,.500,.500,1,4,.250,5,14,19,14,1,2,13,16,15 76 | 75,Terry Duerod,SG-SF,24,TOT,50,0,451,104,234,.444,8,16,.500,96,218,.440,.462,31,41,.756,17,27,44,36,17,4,35,27,247 77 | 76,Mike Dunleavy,SG,26,HOU,74,0,1609,310,632,.491,1,16,.063,309,616,.502,.491,156,186,.839,28,90,118,268,64,2,137,165,777 78 | 77,T.R. Dunn,SG,25,DEN,82,0,1427,146,354,.412,0,2,.000,146,352,.415,.412,79,121,.653,133,168,301,81,66,29,56,141,371 79 | 78,John Duren,PG,22,UTA,40,0,458,33,101,.327,0,1,.000,33,100,.330,.327,5,9,.556,8,27,35,54,18,2,37,54,71 80 | 79,James Edwards,C,25,IND,81,0,2375,511,1004,.509,0,3,.000,511,1001,.510,.509,244,347,.703,191,380,571,212,32,128,164,304,1266 81 | 80,Bob Elliott,C,25,NJN,73,0,1320,214,419,.511,1,2,.500,213,417,.511,.512,121,202,.599,104,157,261,129,34,16,119,175,550 82 | 81,Len Elmore,C,28,MIL,72,0,925,76,212,.358,0,0,0,76,212,.358,.358,54,75,.720,68,140,208,69,37,52,44,178,206 83 | 82,Alex English*,SF,27,DEN,81,0,3093,768,1555,.494,3,5,.600,765,1550,.494,.495,390,459,.850,273,373,646,290,106,100,241,255,1929 84 | 83,Julius Erving*,SF,30,PHI,82,0,2874,794,1524,.521,4,18,.222,790,1506,.525,.522,422,536,.787,244,413,657,364,173,147,266,233,2014 85 | 84,Mike Evans,PG,25,MIL,71,0,911,134,291,.460,2,14,.143,132,277,.477,.464,50,64,.781,22,65,87,167,34,4,72,114,320 86 | 85,Eric Fernsten,C,27,BOS,45,0,279,38,79,.481,0,0,0,38,79,.481,.481,20,30,.667,29,33,62,10,6,7,20,29,96 87 | 86,Chris Ford,SG,32,BOS,82,75,2723,314,707,.444,36,109,.330,278,598,.465,.470,64,87,.736,72,91,163,295,100,23,127,212,728 88 | 87,Don Ford,SF,28,CLE,64,0,996,100,224,.446,0,3,.000,100,221,.452,.446,22,24,.917,74,90,164,84,15,12,49,100,222 89 | 88,Phil Ford,PG,24,KCK,66,0,2287,424,887,.478,11,36,.306,413,851,.485,.484,294,354,.831,26,102,128,580,99,6,241,190,1153 90 | 89,World B. Free,SG,27,GSW,65,0,2370,516,1157,.446,5,31,.161,511,1126,.454,.448,528,649,.814,48,111,159,361,85,11,195,183,1565 91 | 90,Tony Fuller,SG,22,DET,15,0,248,24,66,.364,0,1,.000,24,65,.369,.364,12,16,.750,13,29,42,28,10,1,23,25,60 92 | 91,Mike Gale,PG,30,TOT,77,0,1112,157,309,.508,2,7,.286,155,302,.513,.511,55,68,.809,16,83,99,169,94,7,77,117,371 93 | 92,Calvin Garrett,SF,24,HOU,70,0,1638,188,415,.453,1,3,.333,187,412,.454,.454,50,62,.806,85,179,264,132,50,10,90,167,427 94 | 93,Gus Gerard,SF,27,TOT,27,0,252,41,111,.369,0,4,.000,41,107,.383,.369,27,40,.675,30,37,67,15,10,9,15,41,109 95 | 94,George Gervin*,SG,28,SAS,82,0,2765,850,1729,.492,9,35,.257,841,1694,.496,.494,512,620,.826,126,293,419,260,94,56,251,212,2221 96 | 95,Artis Gilmore*,C,31,CHI,82,0,2832,547,816,.670,0,0,0,547,816,.670,.670,375,532,.705,220,608,828,172,47,198,236,295,1469 97 | 96,Mike Glenn,PG,25,NYK,82,0,1506,285,511,.558,4,11,.364,281,500,.562,.562,98,110,.891,27,61,88,108,72,5,62,126,672 98 | 97,Mike Gminski,C,21,NJN,56,0,1579,291,688,.423,0,1,.000,291,687,.424,.423,155,202,.767,137,282,419,72,54,100,128,127,737 99 | 98,Glen Gondrezick,PF,25,DEN,73,0,1077,155,329,.471,0,2,.000,155,327,.474,.471,112,137,.818,136,171,307,83,91,20,69,185,422 100 | 99,Rickey Green,PG,26,UTA,47,0,1307,176,366,.481,0,1,.000,176,365,.482,.481,70,97,.722,30,86,116,235,75,1,83,123,422 101 | 100,Dave Greenwood,PF,23,CHI,82,0,2710,481,989,.486,0,2,.000,481,987,.487,.486,217,290,.748,243,481,724,218,77,124,192,282,1179 102 | 101,Kevin Grevey,SG,27,WSB,75,0,2616,500,1103,.453,45,136,.331,455,967,.471,.474,244,290,.841,67,152,219,300,68,17,144,161,1289 103 | 102,Paul Griffin,PF,27,SAS,82,0,1930,166,325,.511,0,0,0,166,325,.511,.511,170,253,.672,184,321,505,249,77,38,132,207,502 104 | 103,Darrell Griffith,SG,22,UTA,81,0,2867,716,1544,.464,10,52,.192,706,1492,.473,.467,229,320,.716,79,209,288,194,106,40,231,219,1671 105 | 104,Bob Gross,SF,27,POR,82,0,1934,253,479,.528,0,9,.000,253,470,.538,.528,135,159,.849,126,202,328,251,90,67,151,238,641 106 | 105,Ernie Grunfeld,SF,25,KCK,79,0,1584,260,486,.535,0,0,0,260,486,.535,.535,75,101,.743,31,175,206,205,60,15,88,155,595 107 | 106,Roy Hamilton,PG,23,POR,1,0,5,1,3,.333,0,0,0,1,3,.333,.333,1,2,.500,2,1,3,0,0,0,1,1,3 108 | 107,Bill Hanzlik,SF,23,SEA,74,0,1259,138,289,.478,1,5,.200,137,284,.482,.479,119,150,.793,67,86,153,111,58,20,84,168,396 109 | 108,Alan Hardy,SG,23,LAL,22,0,111,22,59,.373,0,0,0,22,59,.373,.373,7,10,.700,8,11,19,3,1,9,11,13,51 110 | 109,James Hardy,PF,24,UTA,23,0,509,52,111,.468,0,0,0,52,111,.468,.468,11,20,.550,39,94,133,36,21,20,23,58,115 111 | 110,Mike Harper,PF,23,POR,55,0,461,56,136,.412,0,3,.000,56,133,.421,.412,37,85,.435,28,65,93,17,23,20,32,73,149 112 | 111,Joe Hassett,SG,25,TOT,41,0,714,143,340,.421,53,156,.340,90,184,.489,.499,17,21,.810,24,44,68,74,13,2,22,65,356 113 | 112,Steve Hawes,C,30,ATL,74,0,2309,333,637,.523,1,4,.250,332,633,.524,.524,222,278,.799,165,396,561,168,73,32,161,289,889 114 | 113,Elvin Hayes*,PF,35,WSB,81,0,2931,584,1296,.451,0,10,.000,584,1286,.454,.451,271,439,.617,235,554,789,98,68,171,189,300,1439 115 | 114,Gar Heard,PF,32,SDC,78,0,1631,149,396,.376,0,7,.000,149,389,.383,.376,79,101,.782,120,228,348,122,104,72,81,196,377 116 | 115,Gerald Henderson,PG,25,BOS,82,10,1608,261,579,.451,1,16,.063,260,563,.462,.452,113,157,.720,43,89,132,213,79,12,160,177,636 117 | 116,Tom Henderson,SG,29,HOU,66,0,1411,137,332,.413,0,3,.000,137,329,.416,.413,78,95,.821,30,74,104,307,53,4,93,111,352 118 | 117,Keith Herron,SG,24,DET,80,0,2270,432,954,.453,2,11,.182,430,943,.456,.454,228,267,.854,98,113,211,148,91,26,153,154,1094 119 | 118,Kenny Higgs,PG,26,DEN,72,0,1689,209,474,.441,4,34,.118,205,440,.466,.445,140,172,.814,24,121,145,408,101,6,166,243,562 120 | 119,Johnny High,PG,23,PHO,81,0,1750,246,576,.427,2,24,.083,244,552,.442,.429,183,264,.693,89,139,228,202,129,26,188,251,677 121 | 120,Armond Hill,PG,27,TOT,75,0,1738,117,335,.349,0,7,.000,117,328,.357,.349,141,172,.820,41,118,159,292,66,11,127,207,375 122 | 121,Brad Holland,SG,24,LAL,41,0,295,47,111,.423,1,3,.333,46,108,.426,.428,35,49,.714,9,20,29,23,21,1,31,44,130 123 | 122,Lionel Hollins,PG,27,PHI,82,0,2154,327,696,.470,2,15,.133,325,681,.477,.471,125,171,.731,47,144,191,352,104,18,207,205,781 124 | 123,Cedrick Hordges,PF,24,DEN,68,0,1599,221,480,.460,0,3,.000,221,477,.463,.460,130,186,.699,120,338,458,104,33,19,120,226,572 125 | 124,Phil Hubbard,PF,24,DET,80,0,2289,433,880,.492,1,3,.333,432,877,.493,.493,294,426,.690,236,350,586,150,80,20,229,317,1161 126 | 125,Kim Hughes,C,28,TOT,53,0,490,27,70,.386,0,0,0,27,70,.386,.386,1,2,.500,48,79,127,35,28,35,44,106,55 127 | 126,Geoff Huston,PG,23,TOT,81,0,2434,461,942,.489,1,5,.200,460,937,.491,.490,150,212,.708,45,93,138,394,58,7,179,148,1073 128 | 127,Dan Issel*,C,32,DEN,80,0,2641,614,1220,.503,2,12,.167,612,1208,.507,.504,519,684,.759,229,447,676,158,83,53,130,249,1749 129 | 128,Tony Jackson,PG,23,LAL,2,0,14,1,3,.333,0,0,0,1,3,.333,.333,0,0,0,0,2,2,2,2,0,0,1,2 130 | 129,Abdul Jeelani,SF,26,DAL,66,0,1108,187,440,.425,0,1,.000,187,439,.426,.425,179,220,.814,83,147,230,65,44,31,87,123,553 131 | 130,Clemon Johnson,C,24,IND,81,0,1643,235,466,.504,0,1,.000,235,465,.505,.504,112,189,.593,173,295,468,144,44,119,121,185,582 132 | 131,Dennis Johnson*,PG,26,PHO,79,0,2615,532,1220,.436,11,51,.216,521,1169,.446,.441,411,501,.820,160,203,363,291,136,61,208,244,1486 133 | 132,Eddie Johnson,SG,25,ATL,75,0,2693,573,1136,.504,6,20,.300,567,1116,.508,.507,279,356,.784,60,119,179,407,126,11,197,188,1431 134 | 133,George Johnson,C,32,SAS,82,0,1935,164,347,.473,0,0,0,164,347,.473,.473,80,109,.734,215,387,602,92,47,278,110,273,408 135 | 134,George Johnson,PF,24,IND,43,0,930,182,394,.462,0,5,.000,182,389,.468,.462,93,122,.762,99,179,278,86,47,23,85,120,457 136 | 135,John Johnson,SF,33,SEA,80,0,2324,373,866,.431,0,1,.000,373,865,.431,.431,173,214,.808,135,227,362,312,57,25,230,202,919 137 | 136,Lee Johnson,PF,23,TOT,12,0,90,7,25,.280,0,0,0,7,25,.280,.280,3,5,.600,6,16,22,1,0,5,7,18,17 138 | 137,Magic Johnson*,SG,21,LAL,37,0,1371,312,587,.532,3,17,.176,309,570,.542,.534,171,225,.760,101,219,320,317,127,27,143,100,798 139 | 138,Marques Johnson,SF,24,MIL,76,0,2542,636,1153,.552,0,9,.000,636,1144,.556,.552,269,381,.706,225,293,518,346,115,41,190,196,1541 140 | 139,Mickey Johnson,PF,28,MIL,82,0,2118,379,846,.448,3,18,.167,376,828,.454,.450,262,332,.789,183,362,545,286,94,71,230,256,1023 141 | 140,Ollie Johnson,SF,31,PHI,40,0,372,87,158,.551,1,6,.167,86,152,.566,.554,27,31,.871,8,47,55,30,20,2,25,45,202 142 | 141,Reggie Johnson,PF,23,SAS,79,0,1716,340,682,.499,0,1,.000,340,681,.499,.499,128,193,.663,132,226,358,78,45,48,130,283,808 143 | 142,Vinnie Johnson,PG,24,SEA,81,0,2311,419,785,.534,1,5,.200,418,780,.536,.534,214,270,.793,193,173,366,341,78,20,216,198,1053 144 | 143,Bobby Jones,PF,29,PHI,81,0,2046,407,755,.539,0,3,.000,407,752,.541,.539,282,347,.813,142,293,435,226,95,74,149,226,1096 145 | 144,Caldwell Jones,C,30,PHI,81,0,2639,218,485,.449,0,0,0,218,485,.449,.449,148,193,.767,200,613,813,122,53,134,168,271,584 146 | 145,Dwight Jones,PF,28,CHI,81,0,1574,245,507,.483,0,0,0,245,507,.483,.483,125,161,.776,127,274,401,99,40,36,126,200,615 147 | 146,Edgar Jones,PF,24,NJN,60,0,950,189,357,.529,0,4,.000,189,353,.535,.529,146,218,.670,92,171,263,43,36,81,101,185,524 148 | 147,Major Jones,PF,27,HOU,68,0,1003,117,252,.464,0,1,.000,117,251,.466,.464,64,101,.634,96,138,234,41,18,23,57,112,298 149 | 148,Eddie Jordan,PG,26,TOT,74,0,1226,150,352,.426,6,22,.273,144,330,.436,.435,87,127,.685,30,68,98,241,98,8,143,165,393 150 | 149,Walter Jordan,SF,24,CLE,30,0,207,29,75,.387,0,0,0,29,75,.387,.387,10,17,.588,23,19,42,11,11,5,17,35,68 151 | 150,Jeff Judkins,SF,24,UTA,62,0,666,92,216,.426,9,28,.321,83,188,.441,.447,45,51,.882,29,64,93,59,16,2,30,84,238 152 | 151,Clarence Kea,PF,21,DAL,16,0,199,37,81,.457,0,1,.000,37,80,.463,.457,43,62,.694,28,39,67,5,6,1,16,44,117 153 | 152,Rich Kelley,C,27,PHO,81,0,1686,196,387,.506,0,2,.000,196,385,.509,.506,175,231,.758,131,310,441,282,79,63,209,210,567 154 | 153,Greg Kelser,SF,23,DET,25,0,654,120,285,.421,0,2,.000,120,283,.424,.421,68,106,.642,53,67,120,45,34,29,78,89,308 155 | 154,Larry Kenon,SF,28,CHI,77,0,2161,454,946,.480,0,0,0,454,946,.480,.480,180,245,.735,179,219,398,120,75,18,161,160,1088 156 | 155,Chad Kinch,SG,22,TOT,41,0,353,52,141,.369,0,0,0,52,141,.369,.369,14,18,.778,7,26,33,45,11,6,30,33,118 157 | 156,Bernard King*,SF,24,GSW,81,0,2914,731,1244,.588,2,6,.333,729,1238,.589,.588,307,437,.703,178,373,551,287,72,34,265,304,1771 158 | 157,Reggie King,PF,23,KCK,81,0,2743,472,867,.544,0,0,0,472,867,.544,.544,264,386,.684,235,551,786,122,102,41,164,227,1208 159 | 158,Billy Knight,SG,28,IND,82,0,2385,546,1025,.533,3,19,.158,543,1006,.540,.534,341,410,.832,191,219,410,157,84,12,177,155,1436 160 | 159,Joel Kramer,PF,25,PHO,82,0,1065,136,258,.527,0,1,.000,136,257,.529,.527,63,91,.692,77,155,232,88,35,17,67,132,335 161 | 160,Wayne Kreklow,SG,24,BOS,25,0,100,11,47,.234,1,4,.250,10,43,.233,.245,7,10,.700,2,10,12,9,2,1,10,20,30 162 | 161,Kevin Kunnert,C,29,POR,55,0,842,101,216,.468,0,0,0,101,216,.468,.468,42,54,.778,98,189,287,67,17,32,50,143,244 163 | 162,Mitch Kupchak,PF,26,WSB,82,0,1934,392,747,.525,0,1,.000,392,746,.525,.525,240,340,.706,198,371,569,62,36,26,161,195,1024 164 | 163,Sam Lacey,C,32,KCK,82,0,2228,237,536,.442,1,5,.200,236,531,.444,.443,92,117,.786,131,453,584,399,95,120,182,302,567 165 | 164,Tom LaGarde,C,25,DAL,82,0,2670,417,888,.470,0,0,0,417,888,.470,.470,288,444,.649,177,488,665,237,35,45,206,293,1122 166 | 165,Bill Laimbeer,C,23,CLE,81,0,2460,337,670,.503,0,0,0,337,670,.503,.503,117,153,.765,266,427,693,216,56,78,132,332,791 167 | 166,John Lambert,PF,28,TOT,46,0,483,68,165,.412,0,2,.000,68,163,.417,.412,18,23,.783,28,65,93,27,12,5,19,76,154 168 | 167,Mark Landsberger,PF,25,LAL,69,0,1086,164,327,.502,0,1,.000,164,326,.503,.502,62,116,.534,152,225,377,27,19,6,65,135,390 169 | 168,Bob Lanier*,C,32,MIL,67,0,1753,376,716,.525,1,1,1.000,375,715,.524,.526,208,277,.751,128,285,413,179,73,81,139,184,961 170 | 169,Edmund Lawrence,C,28,DET,3,0,19,5,8,.625,0,0,0,5,8,.625,.625,2,4,.500,2,2,4,1,1,0,1,6,12 171 | 170,Allen Leavell,PG,23,HOU,79,0,1686,258,548,.471,2,17,.118,256,531,.482,.473,124,149,.832,30,104,134,384,97,15,189,160,642 172 | 171,Ron Lee,PG,28,DET,82,0,1829,113,323,.350,2,13,.154,111,310,.358,.353,113,156,.724,65,155,220,362,166,29,173,260,341 173 | 172,Ronnie Lester,PG,22,CHI,8,0,83,10,24,.417,0,0,0,10,24,.417,.417,10,11,.909,3,3,6,7,2,0,9,5,30 174 | 173,Scott Lloyd,C,28,DAL,72,0,2186,245,547,.448,0,2,.000,245,545,.450,.448,147,205,.717,161,293,454,159,34,25,145,269,637 175 | 174,John Long,SG,24,DET,59,0,1750,441,957,.461,2,11,.182,439,946,.464,.462,160,184,.870,95,102,197,106,95,22,151,164,1044 176 | 175,John Lucas,PG,27,GSW,66,0,1919,222,506,.439,4,24,.167,218,482,.452,.443,107,145,.738,34,120,154,464,83,2,185,140,555 177 | 176,Maurice Lucas,PF,28,NJN,68,0,2162,404,835,.484,0,2,.000,404,833,.485,.484,191,254,.752,153,422,575,173,57,59,176,260,999 178 | 177,Ollie Mack,SG,23,TOT,65,0,1682,279,606,.460,0,9,.000,279,597,.467,.460,80,125,.640,92,138,230,163,56,7,70,117,638 179 | 178,Kyle Macy,PG,23,PHO,82,0,1469,272,532,.511,12,51,.235,260,481,.541,.523,107,119,.899,44,88,132,160,76,5,95,120,663 180 | 179,Rick Mahorn,PF,22,WSB,52,0,696,111,219,.507,0,0,0,111,219,.507,.507,27,40,.675,67,148,215,25,21,44,38,134,249 181 | 180,Moses Malone*,C,25,HOU,80,0,3245,806,1545,.522,1,3,.333,805,1542,.522,.522,609,804,.757,474,706,1180,141,83,150,308,223,2222 182 | 181,Wes Matthews,PG,21,TOT,79,0,2266,385,779,.494,5,21,.238,380,758,.501,.497,202,252,.802,46,93,139,411,107,17,261,242,977 183 | 182,Cedric Maxwell,SF,25,BOS,81,81,2730,441,750,.588,0,1,.000,441,749,.589,.588,352,450,.782,222,303,525,219,79,68,180,256,1234 184 | 183,Scott May,SF,26,CHI,63,0,815,165,338,.488,0,0,0,165,338,.488,.488,113,149,.758,62,93,155,63,35,7,71,83,443 185 | 184,Bill Mayfield,SF,23,GSW,7,0,54,8,18,.444,0,0,0,8,18,.444,.444,1,2,.500,7,2,9,1,0,1,3,8,17 186 | 185,Bob McAdoo*,PF,29,TOT,16,0,321,68,157,.433,0,1,.000,68,156,.436,.433,29,41,.707,17,50,67,30,17,13,32,38,165 187 | 186,Andre McCarter,PG,27,WSB,43,0,448,51,135,.378,2,8,.250,49,127,.386,.385,18,24,.750,16,23,39,73,14,0,24,36,122 188 | 187,Keith McCord,SG,23,WSB,2,0,9,2,4,.500,0,0,0,2,4,.500,.500,0,0,0,1,1,2,1,0,0,2,0,4 189 | 188,Jim McElroy,PG,27,ATL,54,0,680,78,202,.386,1,8,.125,77,194,.397,.389,48,59,.814,10,38,48,84,20,9,79,62,205 190 | 189,George McGinnis,PF,30,IND,69,0,1845,348,768,.453,0,7,.000,348,761,.457,.453,207,385,.538,164,364,528,210,99,28,221,242,903 191 | 190,Kevin McHale*,PF,23,BOS,82,1,1645,355,666,.533,0,2,.000,355,664,.535,.533,108,159,.679,155,204,359,55,27,151,110,260,818 192 | 191,Billy McKinney,PG,25,TOT,84,0,2166,327,645,.507,2,12,.167,325,633,.513,.509,162,188,.862,36,148,184,360,99,11,158,231,818 193 | 192,Tom McMillen,C,28,ATL,79,0,1564,253,519,.487,1,6,.167,252,513,.491,.488,80,108,.741,96,199,295,72,23,25,81,165,587 194 | 193,John Mengelt,SG,31,GSW,2,0,11,0,4,.000,0,0,0,0,4,.000,.000,0,0,0,0,0,0,2,0,0,0,0,0 195 | 194,Joe Meriweather,C,27,KCK,74,0,1514,206,415,.496,0,0,0,206,415,.496,.496,148,213,.695,126,267,393,77,27,80,125,219,560 196 | 195,Dick Miller,SF,22,TOT,8,0,53,4,9,.444,0,1,.000,4,8,.500,.444,0,0,0,2,5,7,5,4,0,8,5,8 197 | 196,Mike Mitchell,SF,25,CLE,82,0,3194,853,1791,.476,4,9,.444,849,1782,.476,.477,302,385,.784,215,287,502,139,63,52,175,199,2012 198 | 197,Steve Mix,SF,33,PHI,72,0,1327,288,575,.501,0,3,.000,288,572,.503,.501,200,240,.833,105,159,264,114,59,18,88,107,776 199 | 198,Paul Mokeski,C,24,DET,80,0,1815,224,458,.489,0,1,.000,224,457,.490,.489,120,200,.600,141,277,418,135,38,73,160,267,568 200 | 199,Sidney Moncrief,SG,23,MIL,80,0,2417,400,739,.541,2,9,.222,398,730,.545,.543,320,398,.804,186,220,406,264,90,37,145,156,1122 201 | 200,Johnny Moore,PG,22,SAS,82,0,1578,249,520,.479,1,19,.053,248,501,.495,.480,105,172,.610,58,138,196,373,120,22,154,178,604 202 | 201,Lowes Moore,PG,23,NJN,71,0,1406,212,478,.444,4,27,.148,208,451,.461,.448,69,92,.750,43,125,168,228,61,17,108,179,497 203 | 202,Calvin Murphy*,PG,32,HOU,76,0,2014,528,1074,.492,4,17,.235,524,1057,.496,.493,206,215,.958,33,54,87,222,111,6,129,209,1266 204 | 203,Swen Nater,C,31,SDC,82,0,2809,517,935,.553,0,0,0,517,935,.553,.553,244,307,.795,295,722,1017,199,49,46,211,295,1278 205 | 204,Calvin Natt,SF,24,POR,74,0,2111,395,794,.497,4,8,.500,391,786,.497,.500,200,283,.707,149,282,431,159,73,18,163,188,994 206 | 205,Kenny Natt,SG,22,IND,19,0,149,25,77,.325,2,8,.250,23,69,.333,.338,7,11,.636,9,6,15,10,5,1,10,18,59 207 | 206,Mike Newlin,SG,32,NJN,79,0,2911,632,1272,.497,10,30,.333,622,1242,.501,.501,414,466,.888,78,141,219,299,87,9,248,237,1688 208 | 207,Carl Nicks,PG,22,TOT,67,0,1109,172,359,.479,0,4,.000,172,355,.485,.479,71,126,.563,37,73,110,149,60,3,116,141,415 209 | 208,Mike Niles,SF,25,PHO,44,0,231,48,138,.348,2,4,.500,46,134,.343,.355,17,37,.459,26,32,58,15,8,1,25,41,115 210 | 209,Norm Nixon,PG,25,LAL,79,0,2962,576,1210,.476,2,12,.167,574,1198,.479,.477,196,252,.778,64,168,232,696,146,11,285,226,1350 211 | 210,Mike O'Koren,SF,22,NJN,79,0,2473,365,751,.486,5,18,.278,360,733,.491,.489,135,212,.637,179,299,478,252,86,27,146,243,870 212 | 211,Mark Olberding,SF,24,SAS,82,0,2408,348,685,.508,1,7,.143,347,678,.512,.509,315,380,.829,146,325,471,277,75,31,202,307,1012 213 | 212,Jawann Oldham,C,23,DEN,4,0,21,2,6,.333,0,0,0,2,6,.333,.333,0,0,0,3,2,5,0,0,2,2,3,4 214 | 213,Louis Orr,SF,22,IND,82,0,1787,348,709,.491,0,6,.000,348,703,.495,.491,163,202,.807,172,189,361,132,55,25,123,153,859 215 | 214,Tom Owens,PF,31,POR,79,0,1843,322,630,.511,0,4,.000,322,626,.514,.511,191,250,.764,165,291,456,140,36,47,130,273,835 216 | 215,Robert Parish*,C,27,BOS,82,78,2298,635,1166,.545,0,1,.000,635,1165,.545,.545,282,397,.710,245,532,777,144,81,214,191,310,1552 217 | 216,Sonny Parker,SG,25,GSW,73,0,1317,191,388,.492,0,0,0,191,388,.492,.492,94,128,.734,101,93,194,106,67,13,84,112,476 218 | 217,Myles Patrick,SF,26,LAL,3,0,9,2,5,.400,0,0,0,2,5,.400,.400,1,2,.500,1,1,2,1,0,0,1,3,5 219 | 218,Billy Paultz,PF,32,HOU,81,0,1659,262,517,.507,0,3,.000,262,514,.510,.507,75,153,.490,111,280,391,105,28,72,89,182,599 220 | 219,Jim Paxson,SG,23,POR,79,0,2701,585,1092,.536,2,30,.067,583,1062,.549,.537,182,248,.734,74,137,211,299,140,9,131,172,1354 221 | 220,Sam Pellom,PF,29,ATL,77,0,1472,186,380,.489,0,1,.000,186,379,.491,.489,81,116,.698,122,234,356,48,50,92,99,228,453 222 | 221,Roger Phegley,SG,24,CLE,82,0,2269,474,965,.491,8,28,.286,466,937,.497,.495,224,267,.839,90,156,246,184,65,15,165,262,1180 223 | 222,Stan Pietkiewicz,SG,24,TOT,42,0,461,57,138,.413,19,48,.396,38,90,.422,.482,11,14,.786,13,29,42,77,15,2,22,28,144 224 | 223,Ben Poquette,PF,25,UTA,82,0,2808,324,614,.528,3,6,.500,321,608,.528,.530,126,162,.778,160,469,629,161,67,174,122,342,777 225 | 224,Kevin Porter,PG,30,WSB,81,0,2577,446,859,.519,3,12,.250,443,847,.523,.521,191,247,.773,35,89,124,734,110,10,251,257,1086 226 | 225,Tony Price,SG,24,SDC,5,0,29,2,7,.286,0,0,0,2,7,.286,.286,0,0,0,0,0,0,3,2,1,2,3,4 227 | 226,Wally Rank,SF,22,SDC,25,0,153,21,57,.368,0,0,0,21,57,.368,.368,13,28,.464,17,13,30,17,7,1,26,33,55 228 | 227,Kelvin Ransey,PG,22,POR,80,0,2431,525,1162,.452,3,31,.097,522,1131,.462,.453,164,219,.749,42,153,195,555,88,9,232,201,1217 229 | 228,Clifford Ray,C,32,GSW,66,0,838,64,152,.421,0,0,0,64,152,.421,.421,29,62,.468,73,144,217,52,24,13,74,194,157 230 | 229,James Ray,PF,23,DEN,18,0,148,15,49,.306,0,1,.000,15,48,.313,.306,7,10,.700,13,24,37,11,4,4,13,31,37 231 | 230,Billy Reid,SG,23,GSW,59,0,597,84,185,.454,0,5,.000,84,180,.467,.454,22,39,.564,27,33,60,71,33,5,78,111,190 232 | 231,Robert Reid,SF,25,HOU,82,0,2963,536,1113,.482,0,4,.000,536,1109,.483,.482,229,303,.756,164,419,583,344,163,66,198,325,1301 233 | 232,Kevin Restani,SF,29,SAS,64,0,999,192,369,.520,3,8,.375,189,361,.524,.524,62,88,.705,71,103,174,81,16,14,68,103,449 234 | 233,Clint Richardson,SG,24,PHI,77,0,1313,227,464,.489,0,1,.000,227,463,.490,.489,84,108,.778,83,93,176,152,36,10,110,102,538 235 | 234,Micheal Ray Richardson,SG,25,NYK,79,0,3175,523,1116,.469,23,102,.225,500,1014,.493,.479,224,338,.663,173,372,545,627,232,35,302,258,1293 236 | 235,Anthony Roberts,SF,25,WSB,26,0,350,54,144,.375,0,0,0,54,144,.375,.375,19,29,.655,18,50,68,20,11,0,28,52,127 237 | 236,Rick Robey,C,25,BOS,82,4,1569,298,547,.545,0,1,.000,298,546,.546,.545,144,251,.574,132,258,390,126,38,19,141,204,740 238 | 237,Cliff Robinson,PF,20,NJN,63,0,1822,525,1070,.491,1,1,1.000,524,1069,.490,.491,178,248,.718,120,361,481,105,58,52,182,216,1229 239 | 238,Truck Robinson,PF,29,PHO,82,0,3088,647,1280,.505,0,0,0,647,1280,.505,.505,249,396,.629,216,573,789,206,68,38,250,220,1543 240 | 239,Wayne Robinson,PF,22,DET,81,0,1592,234,509,.460,0,6,.000,234,503,.465,.460,175,240,.729,117,177,294,112,46,24,149,186,643 241 | 240,Bill Robinzine,PF,28,TOT,78,0,2016,392,826,.475,1,6,.167,391,820,.477,.475,218,281,.776,168,365,533,118,75,9,187,275,1003 242 | 241,Dave Robisch,C,31,TOT,84,0,2116,330,740,.446,0,0,0,330,740,.446,.446,200,247,.810,157,342,499,173,37,34,83,173,860 243 | 242,John Roche,PG,31,DEN,26,0,611,82,179,.458,9,27,.333,73,152,.480,.483,58,77,.753,5,32,37,140,17,8,52,44,231 244 | 243,Tree Rollins,C,25,ATL,40,0,1044,116,210,.552,0,1,.000,116,209,.555,.552,46,57,.807,102,184,286,35,29,117,57,151,278 245 | 244,Lorenzo Romar,PG,22,GSW,53,0,726,87,211,.412,2,6,.333,85,205,.415,.417,43,63,.683,10,46,56,136,27,3,52,64,219 246 | 245,Dan Roundfield,PF,27,ATL,63,0,2128,426,808,.527,0,1,.000,426,807,.528,.527,256,355,.721,231,403,634,161,76,119,178,258,1108 247 | 246,Campy Russell,SF,29,NYK,79,0,2865,508,1095,.464,8,26,.308,500,1069,.468,.468,268,343,.781,109,244,353,257,99,8,212,248,1292 248 | 247,Frankie Sanders,SF,24,KCK,23,0,186,34,77,.442,0,0,0,34,77,.442,.442,20,22,.909,6,15,21,17,16,1,21,20,88 249 | 248,DeWayne Scales,PF,22,NYK,44,0,484,94,225,.418,1,6,.167,93,219,.425,.420,26,39,.667,47,85,132,10,12,4,30,54,215 250 | 249,Alvin Scott,SF,25,PHO,82,0,1423,173,348,.497,1,6,.167,172,342,.503,.499,97,127,.764,101,167,268,114,60,70,77,124,444 251 | 250,Craig Shelton,SF,23,ATL,55,0,586,100,219,.457,0,1,.000,100,218,.459,.457,35,58,.603,59,79,138,27,18,5,61,128,235 252 | 251,Lonnie Shelton,PF,25,SEA,14,0,440,73,174,.420,0,0,0,73,174,.420,.420,36,55,.655,31,47,78,35,22,3,41,48,182 253 | 252,Purvis Short,SF,23,GSW,79,0,2309,549,1157,.475,3,17,.176,546,1140,.479,.476,168,205,.820,151,240,391,249,78,19,143,244,1269 254 | 253,John Shumate,PF,28,TOT,24,0,527,56,131,.427,0,0,0,56,131,.427,.427,55,76,.724,34,54,88,24,21,9,42,49,167 255 | 254,Jerry Sichting,PG,24,IND,47,0,450,34,95,.358,0,5,.000,34,90,.378,.358,25,32,.781,11,32,43,70,23,1,28,38,93 256 | 255,Jack Sikma,C,25,SEA,82,0,2920,595,1311,.454,0,5,.000,595,1306,.456,.454,340,413,.823,184,668,852,248,78,93,201,282,1530 257 | 256,James Silas,PG,31,SAS,75,0,2055,476,997,.477,0,2,.000,476,995,.478,.477,374,440,.850,44,187,231,285,51,12,159,129,1326 258 | 257,Larry Smith,PF,23,GSW,82,0,2578,304,594,.512,0,0,0,304,594,.512,.512,177,301,.588,433,561,994,93,70,63,146,316,785 259 | 258,Phil Smith,SG,28,SDC,76,0,2378,519,1057,.491,4,18,.222,515,1039,.496,.493,237,313,.757,49,107,156,372,84,18,176,231,1279 260 | 259,Randy Smith,SG,32,CLE,82,0,2199,486,1043,.466,1,28,.036,485,1015,.478,.466,221,271,.815,46,147,193,357,113,14,195,132,1194 261 | 260,Robert Smith,PG,25,CLE,1,0,20,2,5,.400,0,0,0,2,5,.400,.400,4,4,1.000,1,2,3,3,0,0,3,6,8 262 | 261,Ricky Sobers,PG,28,CHI,71,0,1803,355,769,.462,17,66,.258,338,703,.481,.473,231,247,.935,46,98,144,284,98,17,206,225,958 263 | 262,Jim Spanarkel,SF,23,DAL,82,0,2317,404,866,.467,1,10,.100,403,856,.471,.467,375,423,.887,142,155,297,232,117,20,172,230,1184 264 | 263,Rory Sparrow,PG,22,NJN,15,0,212,22,63,.349,0,0,0,22,63,.349,.349,12,16,.750,7,11,18,32,13,3,18,15,56 265 | 264,John Stroud,SF,23,HOU,9,0,88,11,34,.324,0,0,0,11,34,.324,.324,3,4,.750,7,6,13,9,1,0,4,7,25 266 | 265,Brian Taylor,PG,29,SDC,80,0,2312,310,591,.525,44,115,.383,266,476,.559,.562,146,185,.789,58,93,151,440,118,23,111,212,810 267 | 266,Carlos Terry,SG,24,WSB,26,0,504,80,160,.500,0,6,.000,80,154,.519,.500,28,42,.667,43,73,116,70,27,13,57,68,188 268 | 267,Reggie Theus,SG,23,CHI,82,0,2820,543,1097,.495,18,90,.200,525,1007,.521,.503,445,550,.809,124,163,287,426,122,20,259,258,1549 269 | 268,David Thompson*,SG,26,DEN,77,0,2620,734,1451,.506,10,39,.256,724,1412,.513,.509,489,615,.795,107,180,287,231,53,60,250,231,1967 270 | 269,Mychal Thompson,C,26,POR,79,0,2790,569,1151,.494,0,1,.000,569,1150,.495,.494,207,323,.641,223,463,686,284,62,170,241,260,1345 271 | 270,Rudy Tomjanovich,PF,32,HOU,52,0,1264,263,563,.467,12,51,.235,251,512,.490,.478,65,82,.793,78,130,208,81,19,6,58,121,603 272 | 271,Andrew Toney,SG,23,PHI,75,0,1768,399,806,.495,9,29,.310,390,777,.502,.501,161,226,.712,32,111,143,273,59,10,219,234,968 273 | 272,Terry Tyler,SF,24,DET,82,0,2549,476,895,.532,0,8,.000,476,887,.537,.532,148,250,.592,198,369,567,136,112,180,163,215,1100 274 | 273,Wes Unseld*,C,34,WSB,63,0,2032,225,429,.524,2,4,.500,223,425,.525,.527,55,86,.640,207,466,673,170,52,36,97,171,507 275 | 274,Ronnie Valentine,SF,23,DEN,24,0,123,37,98,.378,1,2,.500,36,96,.375,.383,9,19,.474,10,20,30,7,7,4,16,23,84 276 | 275,Jan Van Breda Kolff,SF,29,NJN,78,0,1426,100,245,.408,2,8,.250,98,237,.414,.412,98,117,.838,48,154,202,129,38,50,108,214,300 277 | 276,Kiki Vandeweghe,SF,22,DEN,51,0,1376,229,537,.426,0,7,.000,229,530,.432,.426,130,159,.818,86,184,270,94,29,24,86,116,588 278 | 277,Brett Vroman,C,25,UTA,11,0,93,10,27,.370,0,1,.000,10,26,.385,.370,14,19,.737,7,18,25,9,5,5,9,26,34 279 | 278,Foots Walker,PG,29,NJN,41,0,1172,72,169,.426,2,9,.222,70,160,.438,.432,88,111,.793,22,80,102,253,52,1,85,105,234 280 | 279,Wally Walker,SF,26,SEA,82,0,1796,290,626,.463,0,3,.000,290,623,.465,.463,109,169,.645,105,210,315,122,53,15,115,168,689 281 | 280,Lloyd Walton,PG,27,KCK,61,0,821,90,218,.413,0,1,.000,90,217,.415,.413,26,33,.788,13,35,48,208,32,2,80,45,206 282 | 281,Kermit Washington,PF,29,POR,73,0,2120,325,571,.569,0,1,.000,325,570,.570,.569,181,288,.628,236,450,686,149,85,86,144,258,831 283 | 282,Richard Washington,PF,25,TOT,80,0,1812,340,747,.455,1,2,.500,339,745,.455,.456,119,159,.748,158,295,453,129,46,61,129,283,800 284 | 283,Marvin Webster,C,28,NYK,82,0,1708,159,341,.466,1,4,.250,158,337,.469,.468,104,163,.638,162,303,465,72,27,97,103,187,423 285 | 284,Scott Wedman,SF,28,KCK,81,0,2902,685,1437,.477,25,77,.325,660,1360,.485,.485,140,204,.686,128,305,433,226,97,46,161,294,1535 286 | 285,Paul Westphal,SG,30,SEA,36,0,1078,221,500,.442,6,25,.240,215,475,.453,.448,153,184,.832,11,57,68,148,46,14,78,70,601 287 | 286,Jo Jo White*,PG,34,KCK,13,0,236,36,82,.439,0,0,0,36,82,.439,.439,11,18,.611,3,18,21,37,11,1,18,21,83 288 | 287,Rudy White,SG,27,TOT,16,0,208,23,65,.354,0,1,.000,23,64,.359,.354,15,16,.938,1,10,11,20,9,1,12,23,61 289 | 288,Jerome Whitehead,C,24,TOT,48,0,688,83,180,.461,0,1,.000,83,179,.464,.461,28,56,.500,58,156,214,26,20,9,56,122,194 290 | 289,Hawkeye Whitney,SG,23,KCK,47,0,782,149,306,.487,2,6,.333,147,300,.490,.490,50,65,.769,29,77,106,68,47,6,48,98,350 291 | 290,Sidney Wicks,PF,31,SDC,49,0,1083,125,286,.437,0,1,.000,125,285,.439,.437,76,150,.507,79,144,223,111,40,40,94,168,326 292 | 291,Michael Wiley,PF,23,SAS,33,0,271,76,138,.551,0,2,.000,76,136,.559,.551,36,48,.750,22,42,64,11,8,6,28,38,188 293 | 292,Bob Wilkerson,SG,26,CHI,80,0,2238,330,715,.462,1,10,.100,329,705,.467,.462,137,163,.840,86,196,282,272,102,23,175,170,798 294 | 293,Jamaal Wilkes*,SF,27,LAL,81,0,3028,786,1495,.526,1,13,.077,785,1482,.530,.526,254,335,.758,146,289,435,235,121,29,207,223,1827 295 | 294,James Wilkes,SF,22,CHI,48,0,540,85,184,.462,0,1,.000,85,183,.464,.462,29,42,.690,36,60,96,30,25,12,34,86,199 296 | 295,Jeff Wilkins,C,25,UTA,56,0,1058,117,260,.450,0,0,0,117,260,.450,.450,27,40,.675,62,212,274,40,32,46,59,169,261 297 | 296,Freeman Williams,SG,24,SDC,82,0,1976,642,1381,.465,48,141,.340,594,1240,.479,.482,253,297,.852,75,54,129,164,91,5,166,157,1585 298 | 297,Ray Williams,PG,26,NYK,79,0,2742,616,1335,.461,16,68,.235,600,1267,.474,.467,312,382,.817,122,199,321,432,185,37,235,270,1560 299 | 298,Sly Williams,PF,23,NYK,67,0,1976,349,708,.493,2,8,.250,347,700,.496,.494,185,268,.690,159,257,416,180,116,18,141,199,885 300 | 299,John Williamson,SG,29,WSB,9,0,112,18,56,.321,1,6,.167,17,50,.340,.330,5,6,.833,0,7,7,17,4,1,12,13,42 301 | 300,Bill Willoughby,SF,23,HOU,55,0,1145,150,287,.523,0,0,0,150,287,.523,.523,49,64,.766,74,153,227,64,18,31,74,102,349 302 | 301,Brian Winters,SG,28,MIL,69,0,1771,331,697,.475,18,51,.353,313,646,.485,.488,119,137,.869,32,108,140,229,70,10,136,185,799 303 | 302,Mike Woodson,SG,22,NYK,81,0,949,165,373,.442,1,5,.200,164,368,.446,.444,49,64,.766,33,64,97,75,36,12,54,95,380 304 | 303,Sam Worthen,PG,23,CHI,64,0,945,95,192,.495,0,4,.000,95,188,.505,.495,45,60,.750,22,93,115,115,57,6,91,115,235 305 | 304,Larry Wright,PG,26,DET,45,0,997,140,303,.462,2,7,.286,138,296,.466,.465,53,66,.803,26,62,88,153,42,7,74,114,335 -------------------------------------------------------------------------------- /data/output/totals/leagues_NBA_1982_totals.csv: -------------------------------------------------------------------------------- 1 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 2 | 1,Kareem Abdul-Jabbar*,C,34,LAL,76,76,2677,753,1301,.579,0,3,.000,753,1298,.580,.579,312,442,.706,172,487,659,225,63,207,230,224,1818 3 | 2,Alvan Adams,C,27,PHO,79,75,2393,507,1027,.494,0,1,.000,507,1026,.494,.494,182,233,.781,138,448,586,356,114,78,196,269,1196 4 | 3,Mark Aguirre,SF,22,DAL,51,20,1468,381,820,.465,25,71,.352,356,749,.475,.480,168,247,.680,89,160,249,164,37,22,135,152,955 5 | 4,Danny Ainge,SG,22,BOS,53,1,564,79,221,.357,5,17,.294,74,204,.363,.369,56,65,.862,25,31,56,87,37,3,53,86,219 6 | 5,Tiny Archibald*,PG,33,BOS,68,51,2167,308,652,.472,6,16,.375,302,636,.475,.477,236,316,.747,25,91,116,541,52,3,178,131,858 7 | 6,Dennis Awtrey,C,33,POR,10,3,121,5,15,.333,0,0,0,5,15,.333,.333,5,9,.556,7,7,14,8,1,2,6,28,15 8 | 7,Carl Bailey,C,23,POR,1,0,7,1,1,1.000,0,0,0,1,1,1.000,1.000,0,0,0,0,0,0,0,0,0,2,2,2 9 | 8,James Bailey,PF,24,TOT,77,0,1468,261,505,.517,0,0,0,261,505,.517,.517,137,224,.612,127,264,391,65,42,83,139,270,659 10 | 9,Greg Ballard,SF,27,WSB,79,79,2946,621,1307,.475,9,22,.409,612,1285,.476,.479,235,283,.830,136,497,633,250,137,22,119,204,1486 11 | 10,Gene Banks,SF,22,SAS,80,4,1700,311,652,.477,0,8,.000,311,644,.483,.477,145,212,.684,157,254,411,147,55,17,106,199,767 12 | 11,Mike Bantom,SF,30,TOT,82,38,2016,334,712,.469,2,6,.333,332,706,.470,.471,168,267,.629,174,266,440,114,63,61,149,272,838 13 | 12,Billy Ray Bates,SG,25,POR,75,0,1229,327,692,.473,12,41,.293,315,651,.484,.481,166,211,.787,53,55,108,111,41,5,93,100,832 14 | 13,Mel Bennett,PF,27,CLE,3,0,23,2,4,.500,0,0,0,2,4,.500,.500,1,6,.167,1,2,3,0,1,0,4,2,5 15 | 14,Kent Benson,C,27,DET,75,72,2467,405,802,.505,3,11,.273,402,791,.508,.507,127,158,.804,219,434,653,159,66,98,160,214,940 16 | 15,Larry Bird*,PF,25,BOS,77,58,2923,711,1414,.503,11,52,.212,700,1362,.514,.507,328,380,.863,200,637,837,447,143,66,254,244,1761 17 | 16,Otis Birdsong,SG,26,NJN,37,22,1025,225,480,.469,0,10,.000,225,470,.479,.469,74,127,.583,30,67,97,124,30,5,64,74,524 18 | 17,Rolando Blackman,SG,22,DAL,82,16,1979,439,855,.513,1,4,.250,438,851,.515,.514,212,276,.768,97,157,254,105,46,30,113,122,1091 19 | 18,Ray Blume,SG,23,CHI,49,2,546,102,222,.459,4,18,.222,98,204,.480,.468,18,28,.643,14,27,41,68,23,2,54,57,226 20 | 19,Alex Bradley,SF,22,NYK,39,0,331,54,103,.524,0,1,.000,54,102,.529,.524,29,48,.604,31,34,65,11,12,5,28,37,137 21 | 20,Charles Bradley,SG,22,BOS,51,1,339,55,122,.451,0,1,.000,55,121,.455,.451,42,62,.677,12,26,38,22,14,6,37,61,152 22 | 21,Dudley Bradley,SG,24,PHO,64,3,937,125,281,.445,1,4,.250,124,277,.448,.447,74,100,.740,30,57,87,80,78,10,71,115,325 23 | 22,Brad Branson,PF,23,CLE,10,3,176,21,52,.404,0,0,0,21,52,.404,.404,11,12,.917,14,19,33,6,5,4,13,17,53 24 | 23,Mike Bratz,PG,26,SAS,81,3,1616,230,565,.407,46,138,.333,184,427,.431,.448,119,152,.783,40,126,166,438,65,11,139,183,625 25 | 24,Jim Brewer,PF,30,LAL,71,9,966,81,175,.463,1,6,.167,80,169,.473,.466,7,19,.368,106,158,264,42,39,46,37,127,170 26 | 25,Ron Brewer,SG,26,TOT,72,45,2319,569,1194,.477,8,31,.258,561,1163,.482,.480,211,260,.812,55,106,161,188,82,30,125,151,1357 27 | 26,Junior Bridgeman,SF,28,MIL,41,4,924,209,433,.483,4,9,.444,205,424,.483,.487,89,103,.864,37,88,125,109,28,3,64,91,511 28 | 27,Allan Bristow,SF,30,DAL,82,54,2035,218,499,.437,3,18,.167,215,481,.447,.440,134,164,.817,119,220,339,448,65,6,165,222,573 29 | 28,Jim Brogan,SG,23,SDC,63,19,1027,165,364,.453,9,32,.281,156,332,.470,.466,61,84,.726,61,59,120,156,49,13,83,123,400 30 | 29,Michael Brooks,SF,23,SDC,82,73,2750,537,1066,.504,0,7,.000,537,1059,.507,.504,202,267,.757,207,417,624,236,113,39,197,285,1276 31 | 30,Fred Brown,SG,33,SEA,82,2,1785,393,863,.455,25,77,.325,368,786,.468,.470,111,129,.860,42,98,140,238,69,4,96,111,922 32 | 31,Rickey Brown,C,23,GSW,82,11,1260,192,418,.459,0,0,0,192,418,.459,.459,86,122,.705,136,228,364,19,36,29,84,243,470 33 | 32,Joe Bryant,SF,27,SDC,75,49,1988,341,701,.486,8,30,.267,333,671,.496,.492,194,247,.785,79,195,274,189,78,29,183,250,884 34 | 33,Quinn Buckner,PG,27,MIL,70,70,2156,396,822,.482,4,15,.267,392,807,.486,.484,110,168,.655,77,173,250,328,174,3,180,218,906 35 | 34,Roger Burkman,SG,23,CHI,6,0,30,0,4,.000,0,1,.000,0,3,.000,.000,5,6,.833,2,4,6,5,6,2,3,6,5 36 | 35,David Burns,PG,23,TOT,9,1,87,7,16,.438,0,0,0,7,16,.438,.438,9,15,.600,1,4,5,15,3,0,13,17,23 37 | 36,Don Buse,PG,31,IND,82,78,2529,312,685,.455,73,189,.386,239,496,.482,.509,100,123,.813,46,177,223,407,164,27,95,176,797 38 | 37,Kenny Carr,PF,26,TOT,74,48,1926,348,692,.503,1,10,.100,347,682,.509,.504,198,302,.656,167,364,531,86,64,22,152,249,895 39 | 38,M.L. Carr,SF,31,BOS,56,27,1296,184,409,.450,5,17,.294,179,392,.457,.456,82,116,.707,56,94,150,128,67,21,63,136,455 40 | 39,Joe Barry Carroll,C,23,GSW,76,75,2627,527,1016,.519,0,1,.000,527,1015,.519,.519,235,323,.728,210,423,633,64,64,127,206,265,1289 41 | 40,Butch Carter,SG,23,IND,75,0,1035,188,402,.468,8,25,.320,180,377,.477,.478,58,70,.829,30,49,79,60,34,11,54,110,442 42 | 41,Reggie Carter,SG,24,NYK,75,1,923,119,280,.425,0,0,0,119,280,.425,.425,64,80,.800,35,60,95,130,36,6,78,124,302 43 | 42,Bill Cartwright,C,24,NYK,72,50,2060,390,694,.562,0,0,0,390,694,.562,.562,257,337,.763,116,305,421,87,48,65,166,208,1037 44 | 43,Harvey Catchings,PF,30,MIL,80,9,1603,94,224,.420,0,0,0,94,224,.420,.420,41,69,.594,129,227,356,97,42,134,94,237,229 45 | 44,Bobby Cattage,PF,23,UTA,49,0,337,60,135,.444,0,2,.000,60,133,.451,.444,30,41,.732,22,51,73,7,7,0,18,58,150 46 | 45,Tom Chambers,PF,22,SDC,81,58,2682,554,1056,.525,0,2,.000,554,1054,.526,.525,284,458,.620,211,350,561,146,58,46,220,341,1392 47 | 46,Maurice Cheeks,PG,25,PHI,79,79,2498,352,676,.521,6,22,.273,346,654,.529,.525,171,220,.777,51,197,248,667,209,33,184,247,881 48 | 47,Jim Chones,C,32,WSB,59,13,867,74,171,.433,0,0,0,74,171,.433,.433,36,46,.783,39,146,185,64,15,32,41,114,184 49 | 48,Don Collins,SG,23,WSB,79,18,1609,334,653,.511,1,12,.083,333,641,.520,.512,121,169,.716,101,95,196,148,89,24,135,195,790 50 | 49,Darwin Cook,PG,23,NJN,82,17,2090,387,803,.482,7,31,.226,380,772,.492,.486,118,162,.728,52,103,155,319,146,24,175,196,899 51 | 50,Jeff Cook,PF,25,PHO,76,22,1298,151,358,.422,0,2,.000,151,356,.424,.422,89,134,.664,112,189,301,100,37,23,80,174,391 52 | 51,Joe Cooper,C,24,NJN,1,0,11,1,2,.500,0,0,0,1,2,.500,.500,0,0,0,1,1,2,0,0,0,1,2,2 53 | 52,Michael Cooper,SG,25,LAL,76,14,2197,383,741,.517,2,17,.118,381,724,.526,.518,139,171,.813,84,185,269,230,120,61,151,216,907 54 | 53,Wayne Cooper,C,25,DAL,76,38,1818,281,669,.420,1,8,.125,280,661,.424,.421,119,160,.744,200,350,550,115,37,106,88,285,682 55 | 54,Hollis Copeland,SF,26,NYK,18,0,118,16,38,.421,0,0,0,16,38,.421,.421,5,6,.833,3,2,5,9,4,2,4,19,37 56 | 55,Dave Corzine,C,25,SAS,82,21,2189,336,648,.519,1,4,.250,335,644,.520,.519,159,213,.746,211,418,629,130,33,126,139,235,832 57 | 56,Charlie Criss,PG,33,TOT,55,20,1392,222,498,.446,10,29,.345,212,469,.452,.456,141,159,.887,13,69,82,187,44,6,82,96,595 58 | 57,Geoff Crompton,C,26,MIL,35,1,203,11,32,.344,0,0,0,11,32,.344,.344,6,15,.400,10,31,41,13,6,12,17,39,28 59 | 58,Pat Cummings,PF,25,MIL,78,7,1132,219,430,.509,0,2,.000,219,428,.512,.509,67,91,.736,61,184,245,99,22,9,108,227,505 60 | 59,Earl Cureton,PF,24,PHI,66,8,956,149,306,.487,0,2,.000,149,304,.490,.487,51,94,.543,90,180,270,32,31,27,44,142,349 61 | 60,Bob Dandridge,SF,34,MIL,11,0,174,21,55,.382,0,0,0,21,55,.382,.382,10,17,.588,4,13,17,13,5,2,11,25,52 62 | 61,Adrian Dantley*,SF,25,UTA,81,81,3222,904,1586,.570,1,3,.333,903,1583,.570,.570,648,818,.792,231,283,514,324,95,14,299,252,2457 63 | 62,Brad Davis,PG,26,DAL,82,82,2614,397,771,.515,14,49,.286,383,722,.530,.524,185,230,.804,35,191,226,509,73,6,159,218,993 64 | 63,Charles Davis,SF,23,WSB,54,10,575,88,184,.478,0,2,.000,88,182,.484,.478,30,37,.811,54,79,133,31,10,13,43,89,206 65 | 64,Johnny Davis,SG,26,IND,82,70,2664,538,1153,.467,5,27,.185,533,1126,.473,.469,315,394,.799,72,106,178,346,76,11,186,176,1396 66 | 65,Ron Davis,SF,27,SDC,7,0,67,10,25,.400,0,0,0,10,25,.400,.400,3,6,.500,7,6,13,4,0,0,5,8,23 67 | 66,Walter Davis,SF,27,PHO,55,12,1182,350,669,.523,3,16,.188,347,653,.531,.525,91,111,.820,21,82,103,162,46,3,112,104,794 68 | 67,Darryl Dawkins,C,25,PHI,48,36,1124,207,367,.564,0,2,.000,207,365,.567,.564,114,164,.695,68,237,305,55,19,55,96,193,528 69 | 68,Larry Demic,PF,24,NYK,48,0,356,39,83,.470,0,1,.000,39,82,.476,.470,14,39,.359,29,50,79,14,4,6,26,65,92 70 | 69,Kenny Dennard,PF,23,KCK,30,3,607,62,121,.512,0,0,0,62,121,.512,.512,26,40,.650,47,86,133,42,35,8,35,81,150 71 | 70,Coby Dietrick,C,33,CHI,74,0,999,92,200,.460,0,1,.000,92,199,.462,.460,38,54,.704,63,125,188,87,49,30,44,131,222 72 | 71,Mickey Dillard,PG,23,CLE,33,0,221,29,79,.367,0,4,.000,29,75,.387,.367,15,23,.652,6,9,15,34,8,2,17,40,73 73 | 72,James Donaldson,C,24,SEA,82,1,1710,255,419,.609,0,0,0,255,419,.609,.609,151,240,.629,138,352,490,51,27,139,115,186,661 74 | 73,John Douglas,SG,25,SDC,64,9,1031,181,389,.465,18,59,.305,163,330,.494,.488,67,102,.657,27,63,90,146,48,9,92,147,447 75 | 74,Leon Douglas,C,27,KCK,63,17,1093,70,140,.500,0,0,0,70,140,.500,.500,32,80,.400,111,179,290,35,15,38,55,210,172 76 | 75,John Drew,SF,27,ATL,70,51,2040,465,957,.486,4,12,.333,461,945,.488,.488,364,491,.741,169,206,375,96,64,3,178,250,1298 77 | 76,Larry Drew,PG,23,KCK,81,19,1973,358,757,.473,8,27,.296,350,730,.479,.478,150,189,.794,30,119,149,419,110,1,174,150,874 78 | 77,Terry Duerod,SG,25,BOS,21,0,146,34,77,.442,0,1,.000,34,76,.447,.442,4,12,.333,6,9,15,12,3,1,2,9,72 79 | 78,Mike Dunleavy,SG,27,HOU,70,15,1315,206,450,.458,33,86,.384,173,364,.475,.494,75,106,.708,24,80,104,227,45,3,80,161,520 80 | 79,T.R. Dunn,SG,26,DEN,82,80,2519,258,504,.512,0,1,.000,258,503,.513,.512,153,215,.712,211,348,559,188,135,36,123,210,669 81 | 80,John Duren,PG,23,UTA,79,9,1056,121,268,.451,3,11,.273,118,257,.459,.457,27,37,.730,14,70,84,157,20,4,72,143,272 82 | 81,Craig Dykema,SF,22,PHO,32,0,103,17,37,.459,2,4,.500,15,33,.455,.486,7,9,.778,3,9,12,15,2,0,7,19,43 83 | 82,Franklin Edwards,PG,22,PHI,42,3,291,65,150,.433,0,9,.000,65,141,.461,.433,20,27,.741,10,17,27,45,16,5,24,37,150 84 | 83,James Edwards,C,26,CLE,77,75,2539,528,1033,.511,0,4,.000,528,1029,.513,.511,232,339,.684,189,392,581,123,24,117,162,347,1288 85 | 84,Len Elmore,C,29,NJN,81,70,2100,300,652,.460,0,0,0,300,652,.460,.460,135,170,.794,167,274,441,100,92,92,136,280,735 86 | 85,Alex English*,SF,28,DEN,82,82,3015,855,1553,.551,0,8,.000,855,1545,.553,.551,372,443,.840,210,348,558,433,87,120,261,261,2082 87 | 86,Julius Erving*,SF,31,PHI,81,81,2789,780,1428,.546,3,11,.273,777,1417,.548,.547,411,539,.763,220,337,557,319,161,141,214,229,1974 88 | 87,Mike Evans,PG,26,TOT,22,0,270,35,86,.407,0,6,.000,35,80,.438,.407,13,20,.650,5,17,22,42,13,0,26,36,83 89 | 88,Eric Fernsten,C,28,BOS,43,0,202,19,49,.388,0,0,0,19,49,.388,.388,19,30,.633,12,30,42,8,5,7,13,23,57 90 | 89,Chris Ford,SG,33,BOS,76,53,1591,188,450,.418,20,63,.317,168,387,.434,.440,39,56,.696,52,56,108,142,42,10,52,143,435 91 | 90,Don Ford,SF,29,CLE,21,1,201,9,24,.375,0,1,.000,9,23,.391,.375,5,6,.833,14,21,35,11,8,0,15,30,23 92 | 91,Phil Ford,PG,25,KCK,72,65,1952,285,649,.439,7,32,.219,278,617,.451,.445,136,166,.819,24,81,105,451,63,1,194,160,713 93 | 92,World B. Free,SG,28,GSW,78,78,2796,650,1452,.448,10,56,.179,640,1396,.458,.451,479,647,.740,118,130,248,419,71,8,208,222,1789 94 | 93,Mike Gale,PG,31,GSW,75,70,1793,185,373,.496,0,5,.000,185,368,.503,.496,51,65,.785,37,152,189,261,121,28,126,173,421 95 | 94,Calvin Garrett,SF,25,HOU,51,22,858,105,242,.434,3,10,.300,102,232,.440,.440,17,26,.654,27,67,94,76,32,6,38,94,230 96 | 95,George Gervin*,SG,29,SAS,79,79,2817,993,1987,.500,10,36,.278,983,1951,.504,.502,555,642,.864,138,254,392,187,77,45,210,215,2551 97 | 96,Artis Gilmore*,C,32,CHI,82,82,2796,546,837,.652,1,1,1.000,545,836,.652,.653,424,552,.768,224,611,835,136,49,220,227,287,1517 98 | 97,Mike Glenn,SG,26,ATL,49,0,833,158,291,.543,1,2,.500,157,289,.543,.545,59,67,.881,5,56,61,87,26,3,27,80,376 99 | 98,Mike Gminski,C,22,NJN,64,6,740,119,270,.441,0,0,0,119,270,.441,.441,97,118,.822,70,116,186,41,17,48,56,69,335 100 | 99,Glen Gondrezick,SF,26,DEN,80,0,1699,250,495,.505,0,3,.000,250,492,.508,.505,160,217,.737,140,283,423,152,92,36,100,229,660 101 | 100,Rickey Green,PG,27,UTA,81,73,2822,500,1015,.493,0,8,.000,500,1007,.497,.493,202,264,.765,85,158,243,630,185,9,198,183,1202 102 | 101,Dave Greenwood,PF,24,CHI,82,82,2914,480,1014,.473,0,3,.000,480,1011,.475,.473,240,291,.825,192,594,786,262,70,93,180,292,1200 103 | 102,Kevin Grevey,SG,28,WSB,71,62,2164,376,857,.439,28,82,.341,348,775,.449,.455,165,193,.855,57,138,195,149,44,23,96,151,945 104 | 103,Paul Griffin,PF,28,SAS,23,0,459,32,66,.485,0,0,0,32,66,.485,.485,24,37,.649,29,66,95,54,20,8,40,67,88 105 | 104,Darrell Griffith,SG,23,UTA,80,79,2597,689,1429,.482,15,52,.288,674,1377,.489,.487,189,271,.697,128,177,305,187,95,34,193,213,1582 106 | 105,Bob Gross,SF,28,POR,59,24,1377,173,322,.537,3,6,.500,170,316,.538,.542,78,104,.750,101,158,259,125,75,41,88,162,427 107 | 106,Ernie Grunfeld,SG,26,KCK,81,11,1892,420,822,.511,2,14,.143,418,808,.517,.512,188,229,.821,55,127,182,276,72,39,148,191,1030 108 | 107,Petur Gudmundsson,C,23,POR,68,6,845,83,166,.500,1,1,1.000,82,165,.497,.503,52,76,.684,51,135,186,59,13,30,73,163,219 109 | 108,Glenn Hagan,PG,26,DET,4,0,25,3,7,.429,0,0,0,3,7,.429,.429,1,1,1.000,2,2,4,8,3,0,1,7,7 110 | 109,Bill Hanzlik,SF,24,SEA,81,76,1974,167,357,.468,0,4,.000,167,353,.473,.468,138,176,.784,99,167,266,183,81,30,106,250,472 111 | 110,Alan Hardy,SG,24,DET,38,0,310,62,136,.456,0,5,.000,62,131,.473,.456,18,29,.621,14,20,34,20,9,4,20,32,142 112 | 111,James Hardy,SF,25,UTA,82,17,1814,179,369,.485,0,1,.000,179,368,.486,.485,64,93,.688,153,317,470,110,58,67,78,192,422 113 | 112,Mike Harper,PF,24,POR,68,38,1433,184,370,.497,0,1,.000,184,369,.499,.497,96,153,.627,127,212,339,54,55,82,92,229,464 114 | 113,Joe Hassett,SG,26,GSW,68,2,787,144,382,.377,71,214,.332,73,168,.435,.470,31,37,.838,13,40,53,104,30,3,36,94,390 115 | 114,Steve Hawes,PF,31,ATL,49,42,1317,178,370,.481,4,10,.400,174,360,.483,.486,96,126,.762,89,231,320,142,36,34,87,156,456 116 | 115,Elvin Hayes*,PF,36,HOU,82,82,3032,519,1100,.472,0,5,.000,519,1095,.474,.472,280,422,.664,267,480,747,144,62,104,208,287,1318 117 | 116,Steve Hayes,C,26,TOT,35,0,487,54,111,.486,0,0,0,54,111,.486,.486,32,53,.604,39,78,117,28,4,20,19,71,140 118 | 117,Spencer Haywood*,PF,32,WSB,76,63,2086,395,829,.476,0,3,.000,395,826,.478,.476,219,260,.842,144,278,422,64,45,68,175,249,1009 119 | 118,Gerald Henderson,PG,26,BOS,82,31,1844,353,705,.501,2,12,.167,351,693,.506,.502,125,172,.727,47,105,152,252,82,11,150,199,833 120 | 119,Tom Henderson,SG,30,HOU,75,23,1721,183,403,.454,0,2,.000,183,401,.456,.454,105,150,.700,33,105,138,306,55,7,105,120,471 121 | 120,Keith Herron,SG,25,CLE,30,0,269,39,106,.368,0,1,.000,39,105,.371,.368,7,8,.875,10,11,21,23,8,2,12,25,85 122 | 121,Kenny Higgs,PG,27,DEN,76,49,1696,202,468,.432,4,21,.190,198,447,.443,.436,161,197,.817,23,121,144,395,72,6,156,263,569 123 | 122,Armond Hill,PG,28,TOT,40,18,723,53,126,.421,0,2,.000,53,124,.427,.421,39,55,.709,12,40,52,106,21,5,66,88,145 124 | 123,Brad Holland,SG,25,TOT,14,3,194,27,78,.346,0,3,.000,27,75,.360,.346,3,6,.500,6,7,13,18,11,1,8,13,57 125 | 124,Lionel Hollins,PG,28,PHI,81,81,2257,380,797,.477,2,16,.125,378,781,.484,.478,132,188,.702,35,152,187,316,103,20,146,198,894 126 | 125,Cedrick Hordges,PF,25,DEN,77,1,1372,204,414,.493,3,13,.231,201,401,.501,.496,116,199,.583,119,276,395,65,26,19,111,230,527 127 | 126,Phil Hubbard,SF,25,TOT,83,40,1839,326,665,.490,0,4,.000,326,661,.493,.490,191,280,.682,187,286,473,91,65,19,161,292,843 128 | 127,Geoff Huston,PG,24,CLE,78,43,2409,325,672,.484,3,10,.300,322,662,.486,.486,153,200,.765,53,97,150,590,70,11,171,169,806 129 | 128,Dan Issel*,C,33,DEN,81,81,2472,651,1236,.527,4,6,.667,647,1230,.526,.528,546,655,.834,174,434,608,179,67,55,169,245,1852 130 | 129,Tracy Jackson,SG,22,TOT,49,0,478,79,172,.459,0,0,0,79,172,.459,.459,38,49,.776,35,28,63,27,14,3,24,48,196 131 | 130,Clay Johnson,SG,25,LAL,7,0,65,11,20,.550,0,0,0,11,20,.550,.550,3,6,.500,8,4,12,7,3,3,7,13,25 132 | 131,Clemon Johnson,C,25,IND,79,42,1979,312,641,.487,0,0,0,312,641,.487,.487,123,189,.651,184,387,571,127,60,112,138,241,747 133 | 132,Dennis Johnson*,SG,27,PHO,80,77,2937,577,1228,.470,8,42,.190,569,1186,.480,.473,399,495,.806,142,268,410,369,105,55,233,253,1561 134 | 133,Eddie Johnson,SG,26,ATL,68,57,2314,455,1011,.450,7,30,.233,448,981,.457,.454,294,385,.764,63,128,191,358,102,16,186,188,1211 135 | 134,Eddie Johnson,SF,22,KCK,74,27,1517,295,643,.459,1,11,.091,294,632,.465,.460,99,149,.664,128,194,322,109,50,14,97,210,690 136 | 135,Frank Johnson,PG,23,WSB,79,29,2027,336,812,.414,17,79,.215,319,733,.435,.424,153,204,.750,34,113,147,380,76,7,160,196,842 137 | 136,George Johnson,C,33,SAS,75,62,1578,91,195,.467,0,0,0,91,195,.467,.467,43,64,.672,152,302,454,79,20,234,92,259,225 138 | 137,George Johnson,PF,25,IND,59,4,720,120,291,.412,0,2,.000,120,289,.415,.412,60,80,.750,72,145,217,40,36,25,68,147,300 139 | 138,John Johnson,SF,34,SEA,14,1,187,22,45,.489,0,0,0,22,45,.489,.489,15,20,.750,3,15,18,29,4,3,17,20,59 140 | 139,Magic Johnson*,SG,22,LAL,78,77,2991,556,1036,.537,6,29,.207,550,1007,.546,.540,329,433,.760,252,499,751,743,208,34,286,223,1447 141 | 140,Marques Johnson,SF,25,MIL,60,52,1900,404,760,.532,0,4,.000,404,756,.534,.532,182,260,.700,153,211,364,213,59,35,145,142,990 142 | 141,Mickey Johnson,PF,29,MIL,76,71,1934,372,757,.491,1,7,.143,371,750,.495,.492,233,291,.801,133,321,454,215,72,45,191,240,978 143 | 142,Ollie Johnson,SF,32,PHI,26,0,150,27,54,.500,1,3,.333,26,51,.510,.509,6,7,.857,7,15,22,10,13,3,13,28,61 144 | 143,Reggie Johnson,PF,24,TOT,75,48,1904,351,662,.530,0,1,.000,351,661,.531,.530,118,156,.756,140,311,451,73,33,60,100,257,820 145 | 144,Steve Johnson,C,24,KCK,78,50,1741,395,644,.613,0,0,0,395,644,.613,.613,212,330,.642,152,307,459,91,39,89,197,372,1002 146 | 145,Vinnie Johnson,SG,25,TOT,74,15,1295,217,444,.489,3,12,.250,214,432,.495,.492,107,142,.754,82,77,159,171,56,25,96,101,544 147 | 146,Bobby Jones,PF,30,PHI,76,73,2181,416,737,.564,0,3,.000,416,734,.567,.564,263,333,.790,109,284,393,189,99,112,145,211,1095 148 | 147,Caldwell Jones,C,31,PHI,81,47,2446,231,465,.497,0,3,.000,231,462,.500,.497,179,219,.817,164,544,708,100,38,146,155,301,641 149 | 148,Dwight Jones,PF,29,CHI,78,18,2040,303,572,.530,1,1,1.000,302,571,.529,.531,172,238,.723,156,351,507,114,49,36,155,217,779 150 | 149,Edgar Jones,PF,25,DET,48,19,802,142,259,.548,1,2,.500,141,257,.549,.550,90,129,.698,70,137,207,40,28,92,66,149,375 151 | 150,Major Jones,PF,28,HOU,60,6,746,113,213,.531,0,3,.000,113,210,.538,.531,42,77,.545,80,122,202,25,20,29,50,100,268 152 | 151,Eddie Jordan,PG,27,LAL,58,0,608,89,208,.428,1,9,.111,88,199,.442,.430,43,54,.796,4,39,43,131,62,1,66,98,222 153 | 152,Jeff Judkins,SF,25,DET,30,0,251,31,81,.383,1,10,.100,30,71,.423,.389,16,26,.615,14,20,34,14,6,5,9,33,79 154 | 153,Clarence Kea,PF,22,DAL,35,0,248,26,49,.531,0,0,0,26,49,.531,.531,29,42,.690,26,35,61,14,4,3,16,55,81 155 | 154,Rich Kelley,C,28,PHO,81,39,1892,236,505,.467,0,1,.000,236,504,.468,.467,167,223,.749,168,329,497,293,64,71,244,292,639 156 | 155,Greg Kelser,SF,24,TOT,60,10,741,116,271,.428,0,3,.000,116,268,.433,.428,105,160,.656,80,113,193,57,18,21,84,131,337 157 | 156,Larry Kenon,PF,29,CHI,60,30,1036,192,412,.466,0,0,0,192,412,.466,.466,50,88,.568,72,108,180,65,30,7,82,71,434 158 | 157,Albert King,SF,22,NJN,76,52,1694,391,812,.482,3,13,.231,388,799,.486,.483,133,171,.778,105,207,312,142,64,36,180,261,918 159 | 158,Bernard King*,SF,25,GSW,79,77,2861,740,1307,.566,1,5,.200,739,1302,.568,.567,352,499,.705,140,329,469,282,78,23,267,285,1833 160 | 159,Reggie King,SF,24,KCK,80,76,2609,383,752,.509,0,0,0,383,752,.509,.509,201,285,.705,162,361,523,173,84,29,155,221,967 161 | 160,Billy Knight,SF,29,IND,81,19,1803,378,764,.495,9,32,.281,369,732,.504,.501,233,282,.826,97,160,257,118,63,14,137,132,998 162 | 161,Toby Knight,SF,26,NYK,40,0,550,102,183,.557,0,0,0,102,183,.557,.557,17,25,.680,33,49,82,23,14,11,21,74,221 163 | 162,Joel Kramer,PF,26,PHO,56,0,549,55,133,.414,0,0,0,55,133,.414,.414,33,42,.786,36,72,108,51,19,11,26,62,143 164 | 163,Kevin Kunnert,C,30,POR,21,0,237,20,48,.417,0,0,0,20,48,.417,.417,9,17,.529,20,46,66,18,3,6,18,51,49 165 | 164,Mitch Kupchak,PF,27,LAL,26,26,821,153,267,.573,0,0,0,153,267,.573,.573,65,98,.663,64,146,210,33,12,10,43,80,371 166 | 165,Sam Lacey,C,33,TOT,56,7,670,67,154,.435,0,1,.000,67,153,.438,.435,27,37,.730,20,87,107,77,22,38,56,139,161 167 | 166,Tom LaGarde,C,26,DAL,47,28,909,113,269,.420,0,2,.000,113,267,.423,.420,86,166,.518,63,147,210,49,17,17,82,138,312 168 | 167,Bill Laimbeer,C,24,TOT,80,34,1829,265,536,.494,4,13,.308,261,523,.499,.498,184,232,.793,234,383,617,100,39,64,121,296,718 169 | 168,John Lambert,PF,29,TOT,63,7,764,86,197,.437,1,7,.143,85,190,.447,.439,34,42,.810,55,123,178,37,18,16,48,123,207 170 | 169,Jeff Lamp,SF,22,POR,54,0,617,100,196,.510,0,1,.000,100,195,.513,.510,50,61,.820,24,40,64,28,16,1,45,83,250 171 | 170,Mark Landsberger,PF,26,LAL,75,1,1134,144,329,.438,0,2,.000,144,327,.440,.438,33,65,.508,164,237,401,32,10,7,49,134,321 172 | 171,Bob Lanier*,C,33,MIL,74,72,1986,407,729,.558,0,2,.000,407,727,.560,.558,182,242,.752,92,296,388,219,72,56,166,211,996 173 | 172,Allen Leavell,PG,24,HOU,79,61,2150,370,793,.467,9,31,.290,361,762,.474,.472,115,135,.852,49,119,168,457,150,15,153,182,864 174 | 173,Rock Lee,C,26,SDC,2,0,10,1,2,.500,0,0,0,1,2,.500,.500,0,4,.000,0,1,1,2,0,0,0,3,2 175 | 174,Ron Lee,PG,29,DET,81,7,1467,88,246,.358,18,59,.305,70,187,.374,.394,84,119,.706,35,120,155,312,116,20,123,221,278 176 | 175,Ronnie Lester,PG,23,CHI,75,74,2252,329,657,.501,4,8,.500,325,649,.501,.504,208,256,.813,75,138,213,362,80,14,185,158,870 177 | 176,Alton Lister,C,23,MIL,80,23,1186,149,287,.519,0,0,0,149,287,.519,.519,64,123,.520,108,279,387,84,18,118,129,239,362 178 | 177,Lewis Lloyd,SG,22,GSW,16,0,95,25,45,.556,0,0,0,25,45,.556,.556,7,11,.636,9,7,16,6,5,1,14,20,57 179 | 178,Scott Lloyd,PF,29,DAL,74,17,1047,108,285,.379,2,4,.500,106,281,.377,.382,69,91,.758,60,103,163,67,15,7,59,175,287 180 | 179,Kevin Loder,SF,22,KCK,71,13,1139,208,448,.464,0,11,.000,208,437,.476,.464,77,107,.720,69,126,195,88,35,30,68,147,493 181 | 180,John Long,SG,25,DET,69,66,2211,637,1294,.492,2,15,.133,635,1279,.496,.493,238,275,.865,95,162,257,148,65,25,167,173,1514 182 | 181,John Lucas,PG,28,WSB,79,53,1940,263,618,.426,2,22,.091,261,596,.438,.427,138,176,.784,40,126,166,551,95,6,156,105,666 183 | 182,Maurice Lucas,PF,29,NYK,80,74,2671,505,1001,.504,0,3,.000,505,998,.506,.504,253,349,.725,274,629,903,179,68,70,173,309,1263 184 | 183,Ollie Mack,SG,24,DAL,13,3,150,19,59,.322,0,2,.000,19,57,.333,.322,6,8,.750,8,10,18,14,5,1,4,6,44 185 | 184,Rudy Macklin,SF,23,ATL,79,32,1516,210,484,.434,0,3,.000,210,481,.437,.434,134,173,.775,113,150,263,47,40,20,112,225,554 186 | 185,Kyle Macy,PG,24,PHO,82,72,2845,486,945,.514,39,100,.390,447,845,.529,.535,152,169,.899,78,183,261,384,143,9,125,185,1163 187 | 186,Rick Mahorn,PF,23,WSB,80,80,2664,414,816,.507,0,3,.000,414,813,.509,.507,148,234,.632,149,555,704,150,57,138,162,349,976 188 | 187,Moses Malone*,C,26,HOU,81,81,3398,945,1822,.519,0,6,.000,945,1816,.520,.519,630,827,.762,558,630,1188,142,76,125,294,208,2520 189 | 188,Wes Matthews,PG,22,ATL,47,5,837,131,298,.440,2,8,.250,129,290,.445,.443,60,79,.759,19,39,58,139,53,2,63,129,324 190 | 189,Cedric Maxwell,SF,26,BOS,78,73,2590,397,724,.548,0,3,.000,397,721,.551,.548,357,478,.747,218,281,499,183,79,49,174,263,1151 191 | 190,Scott May,SF,27,MIL,65,7,1187,212,417,.508,0,4,.000,212,413,.513,.508,159,193,.824,85,133,218,133,50,6,92,151,583 192 | 191,Bob McAdoo*,C,30,LAL,41,0,746,151,330,.458,0,5,.000,151,325,.465,.458,90,126,.714,45,114,159,32,22,36,51,109,392 193 | 192,John McCullough,SG,25,PHO,8,0,23,9,13,.692,0,0,0,9,13,.692,.692,3,5,.600,1,3,4,3,2,0,3,3,21 194 | 193,Hank McDowell,PF,22,GSW,30,1,335,34,84,.405,0,0,0,34,84,.405,.405,27,41,.659,41,59,100,20,6,8,21,52,95 195 | 194,Jim McElroy,PG,28,ATL,20,17,349,52,125,.416,1,5,.200,51,120,.425,.420,29,36,.806,6,11,17,39,8,3,22,44,134 196 | 195,Mike McGee,SF,22,LAL,39,0,352,80,172,.465,0,4,.000,80,168,.476,.465,31,53,.585,34,15,49,16,18,3,34,59,191 197 | 196,George McGinnis,PF,31,IND,76,4,1341,141,378,.373,0,3,.000,141,375,.376,.373,72,159,.453,93,305,398,204,96,28,131,198,354 198 | 197,Kevin McHale*,PF,24,BOS,82,33,2332,465,875,.531,0,0,0,465,875,.531,.531,187,248,.754,191,365,556,91,30,185,137,264,1117 199 | 198,Kevin McKenna,SG,23,LAL,36,0,237,28,87,.322,0,2,.000,28,85,.329,.322,11,17,.647,18,11,29,14,10,2,20,45,67 200 | 199,Billy McKinney,PG,26,DEN,81,27,1963,369,699,.528,0,17,.000,369,682,.541,.528,137,170,.806,29,113,142,338,69,16,115,186,875 201 | 200,Tom McMillen,C,29,ATL,73,23,1792,291,572,.509,1,3,.333,290,569,.510,.510,140,170,.824,102,234,336,129,25,24,124,202,723 202 | 201,Joe Meriweather,C,28,KCK,18,10,380,47,91,.516,0,0,0,47,91,.516,.516,31,40,.775,25,63,88,17,13,21,25,68,125 203 | 202,Mike Mitchell,SF,26,TOT,84,83,3063,753,1477,.510,0,7,.000,753,1470,.512,.510,220,302,.728,244,346,590,82,60,43,153,277,1726 204 | 203,Steve Mix,SF,34,PHI,75,0,1235,202,399,.506,1,4,.250,201,395,.509,.508,136,172,.791,92,133,225,93,42,17,67,86,541 205 | 204,Paul Mokeski,C,25,TOT,67,4,868,84,193,.435,0,3,.000,84,190,.442,.435,48,63,.762,59,149,208,35,33,40,55,171,216 206 | 205,Sidney Moncrief,SG,24,MIL,80,80,2980,556,1063,.523,1,14,.071,555,1049,.529,.524,468,573,.817,221,313,534,382,138,22,208,206,1581 207 | 206,Johnny Moore,PG,23,SAS,79,78,2294,309,667,.463,1,21,.048,308,646,.477,.464,122,182,.670,62,213,275,762,163,12,175,254,741 208 | 207,Lowes Moore,PG,24,CLE,4,0,70,19,38,.500,1,5,.200,18,33,.545,.513,6,8,.750,1,3,4,15,6,1,5,15,45 209 | 208,Calvin Murphy*,PG,33,HOU,64,0,1204,277,648,.427,1,16,.063,276,632,.437,.428,100,110,.909,20,41,61,163,43,1,82,142,655 210 | 209,Larry Nance,PF,22,PHO,80,0,1186,227,436,.521,0,1,.000,227,435,.522,.521,75,117,.641,95,161,256,82,42,71,104,169,529 211 | 210,Swen Nater,C,32,SDC,21,7,575,101,175,.577,1,1,1.000,100,174,.575,.580,59,79,.747,46,146,192,30,6,9,48,64,262 212 | 211,Calvin Natt,SF,25,POR,75,71,2599,515,894,.576,2,8,.250,513,886,.579,.577,294,392,.750,193,420,613,150,62,36,140,175,1326 213 | 212,Mike Newlin,SG,33,NYK,76,32,1507,286,615,.465,7,23,.304,279,592,.471,.471,126,147,.857,36,55,91,170,33,3,104,194,705 214 | 213,Carl Nicks,SG,23,UTA,80,1,1322,252,555,.454,0,5,.000,252,550,.458,.454,85,150,.567,67,94,161,89,66,4,101,184,589 215 | 214,Kurt Nimphius,C,23,DAL,63,27,1085,137,297,.461,0,0,0,137,297,.461,.461,63,108,.583,92,203,295,61,17,82,56,190,337 216 | 215,Norm Nixon,PG,26,LAL,82,82,3024,628,1274,.493,3,12,.250,625,1262,.495,.494,181,224,.808,38,138,176,652,132,7,238,264,1440 217 | 216,Mike O'Koren,SF,23,NJN,80,32,2018,383,778,.492,8,23,.348,375,755,.497,.497,135,189,.714,111,194,305,192,83,13,147,175,909 218 | 217,Mark Olberding,PF,25,SAS,68,63,2098,333,705,.472,2,12,.167,331,693,.478,.474,273,338,.808,118,321,439,202,57,29,139,253,941 219 | 218,Jawann Oldham,C,24,HOU,22,0,124,13,36,.361,0,0,0,13,36,.361,.361,8,14,.571,7,17,24,3,2,10,6,28,34 220 | 219,Louis Orr,SF,23,IND,80,41,1951,357,719,.497,1,8,.125,356,711,.501,.497,203,254,.799,127,204,331,134,56,26,137,182,918 221 | 220,Tom Owens,PF,32,IND,74,40,1599,299,636,.470,1,2,.500,298,634,.470,.471,181,226,.801,142,230,372,127,41,37,137,259,780 222 | 221,Robert Parish*,C,28,BOS,80,78,2534,669,1235,.542,0,0,0,669,1235,.542,.542,252,355,.710,288,578,866,140,68,192,221,267,1590 223 | 222,Sonny Parker,SF,26,GSW,71,0,899,116,245,.473,0,0,0,116,245,.473,.473,48,72,.667,73,104,177,89,39,11,51,101,280 224 | 223,Billy Paultz,C,33,HOU,65,3,807,89,226,.394,0,0,0,89,226,.394,.394,34,65,.523,54,126,180,41,15,22,45,99,212 225 | 224,Jim Paxson,SG,24,POR,82,82,2756,662,1258,.526,8,35,.229,654,1223,.535,.529,220,287,.767,75,146,221,276,129,12,144,159,1552 226 | 225,Sam Pellom,PF,30,ATL,69,4,1037,114,251,.454,0,1,.000,114,250,.456,.454,61,79,.772,90,139,229,28,29,47,57,164,289 227 | 226,Roger Phegley,SG,25,TOT,81,9,1183,233,507,.460,5,31,.161,228,476,.479,.464,85,109,.780,61,93,154,114,36,8,66,152,556 228 | 227,Ben Poquette,PF,26,UTA,82,56,1698,220,428,.514,3,10,.300,217,418,.519,.518,97,120,.808,117,294,411,94,51,65,69,235,540 229 | 228,Mark Radford,SG,22,SEA,43,0,369,54,100,.540,2,3,.667,52,97,.536,.550,35,69,.507,13,16,29,57,16,2,42,65,145 230 | 229,Ed Rains,SF,25,SAS,49,15,637,77,177,.435,0,2,.000,77,175,.440,.435,38,64,.594,37,43,80,40,18,2,25,74,192 231 | 230,Kurt Rambis,PF,23,LAL,64,43,1131,118,228,.518,0,1,.000,118,227,.520,.518,59,117,.504,116,232,348,56,60,76,77,167,295 232 | 231,Kelvin Ransey,PG,23,POR,78,68,2418,504,1095,.460,3,38,.079,501,1057,.474,.462,242,318,.761,39,147,186,555,97,4,229,169,1253 233 | 232,James Ray,PF,24,DEN,40,4,262,51,116,.440,1,1,1.000,50,115,.435,.444,21,36,.583,18,47,65,26,10,16,37,59,124 234 | 233,Robert Reid,SF,26,HOU,77,75,2913,437,958,.456,1,10,.100,436,948,.460,.457,160,214,.748,175,336,511,314,115,48,157,297,1035 235 | 234,Kevin Restani,PF,30,TOT,47,0,483,32,88,.364,0,2,.000,32,86,.372,.364,10,16,.625,39,73,112,22,11,11,20,56,74 236 | 235,Clint Richardson,SG,25,PHI,77,0,1040,140,310,.452,2,2,1.000,138,308,.448,.455,69,88,.784,55,63,118,109,36,9,79,109,351 237 | 236,Micheal Ray Richardson,PG,26,NYK,82,79,3044,619,1343,.461,19,101,.188,600,1242,.483,.468,212,303,.700,177,388,565,572,213,41,291,317,1469 238 | 237,Rick Robey,C,26,BOS,80,4,1186,185,375,.493,0,2,.000,185,373,.496,.493,84,157,.535,114,181,295,68,27,14,92,183,454 239 | 238,Cliff Robinson,PF,21,TOT,68,59,2175,518,1143,.453,0,4,.000,518,1139,.455,.453,222,313,.709,174,435,609,120,88,103,149,222,1258 240 | 239,Jackie Robinson,SF,26,CHI,3,0,29,3,9,.333,0,0,0,3,9,.333,.333,4,4,1.000,3,0,3,0,0,0,1,1,10 241 | 240,Truck Robinson,PF,30,PHO,74,72,2745,579,1128,.513,1,1,1.000,578,1127,.513,.514,255,371,.687,202,519,721,179,42,28,202,215,1414 242 | 241,Bill Robinzine,PF,29,UTA,56,9,651,131,294,.446,0,0,0,131,294,.446,.446,61,75,.813,56,88,144,49,37,5,83,156,323 243 | 242,Dave Robisch,C,32,DEN,12,0,257,48,106,.453,0,0,0,48,106,.453,.453,48,55,.873,14,49,63,32,3,4,13,29,144 244 | 243,John Roche,SG,32,DEN,39,2,501,68,150,.453,23,52,.442,45,98,.459,.530,28,38,.737,4,19,23,89,15,2,29,40,187 245 | 244,Tree Rollins,C,26,ATL,79,39,2018,202,346,.584,0,0,0,202,346,.584,.584,79,129,.612,168,443,611,59,35,224,79,285,483 246 | 245,Lorenzo Romar,PG,23,GSW,79,11,1259,203,403,.504,3,15,.200,200,388,.515,.507,79,96,.823,12,86,98,226,60,13,89,103,488 247 | 246,Dan Roundfield,PF,28,ATL,61,58,2217,424,910,.466,1,5,.200,423,905,.467,.466,285,375,.760,227,494,721,162,64,93,183,210,1134 248 | 247,Jeff Ruland,C,23,WSB,82,0,2214,420,749,.561,1,3,.333,419,746,.562,.561,342,455,.752,253,509,762,134,44,58,237,319,1183 249 | 248,Campy Russell,SF,30,NYK,77,63,2358,410,858,.478,25,57,.439,385,801,.481,.492,228,294,.776,86,150,236,284,77,12,195,221,1073 250 | 249,DeWayne Scales,PF,23,NYK,3,0,24,1,5,.200,0,0,0,1,5,.200,.200,1,2,.500,2,3,5,0,1,1,2,3,3 251 | 250,Danny Schayes,C,22,UTA,82,20,1623,252,524,.481,0,1,.000,252,523,.482,.481,140,185,.757,131,296,427,146,46,72,151,292,644 252 | 251,Alvin Scott,SF,26,PHO,81,38,1740,189,380,.497,0,2,.000,189,378,.500,.497,108,148,.730,97,197,294,149,59,70,98,169,486 253 | 252,Craig Shelton,SF,24,ATL,4,0,21,2,6,.333,0,0,0,2,6,.333,.333,1,2,.500,1,2,3,0,1,0,0,3,5 254 | 253,Lonnie Shelton,PF,26,SEA,81,81,2667,508,1046,.486,0,8,.000,508,1038,.489,.486,188,240,.783,161,348,509,252,99,43,199,317,1204 255 | 254,Purvis Short,SF,24,GSW,76,8,1782,456,935,.488,6,28,.214,450,907,.496,.491,177,221,.801,123,143,266,209,65,10,122,220,1095 256 | 255,Jerry Sichting,PG,25,IND,51,0,800,91,194,.469,1,9,.111,90,185,.486,.472,29,38,.763,14,41,55,117,33,1,42,63,212 257 | 256,Jack Sikma,C,26,SEA,82,82,3049,581,1212,.479,2,13,.154,579,1199,.483,.480,447,523,.855,223,815,1038,277,102,107,213,268,1611 258 | 257,James Silas,SG,32,CLE,67,34,1447,251,573,.438,0,5,.000,251,568,.442,.438,246,286,.860,26,83,109,222,40,6,107,109,748 259 | 258,Jim Smith,PF,23,SDC,72,3,858,86,169,.509,0,0,0,86,169,.509,.509,39,85,.459,72,110,182,46,22,51,47,185,211 260 | 259,Larry Smith,PF,24,GSW,74,55,2213,220,412,.534,0,1,.000,220,411,.535,.534,88,159,.553,279,534,813,83,65,54,105,291,528 261 | 260,Phil Smith,SG,29,TOT,74,41,2042,340,761,.447,5,27,.185,335,734,.456,.450,163,223,.731,51,135,186,307,67,27,155,213,848 262 | 261,Randy Smith,SG,33,NYK,82,40,2033,348,748,.465,3,11,.273,345,737,.468,.467,122,151,.808,53,102,155,255,91,1,124,199,821 263 | 262,Robert Smith,PG,26,MIL,17,1,316,52,110,.473,2,10,.200,50,100,.500,.482,10,12,.833,1,13,14,44,10,1,14,35,116 264 | 263,Ricky Sobers,SG,29,CHI,80,6,1938,363,801,.453,19,76,.250,344,725,.474,.465,195,254,.768,37,105,142,301,73,18,217,238,940 265 | 264,Jim Spanarkel,SG,24,DAL,82,1,1755,270,564,.479,8,24,.333,262,540,.485,.486,279,327,.853,99,111,210,206,86,9,111,140,827 266 | 265,Rory Sparrow,PG,23,ATL,82,82,2610,366,730,.501,1,15,.067,365,715,.510,.502,124,148,.838,53,171,224,424,87,13,145,240,857 267 | 266,Larry Spriggs,SF,22,HOU,4,0,37,7,11,.636,0,0,0,7,11,.636,.636,0,2,.000,2,4,6,4,2,0,4,7,14 268 | 267,Kevin Stacom,SG,30,MIL,7,0,90,14,34,.412,1,2,.500,13,32,.406,.426,1,2,.500,2,5,7,7,1,0,9,6,30 269 | 268,Brian Taylor,PG,30,SDC,41,40,1274,165,328,.503,23,63,.365,142,265,.536,.538,90,110,.818,26,70,96,229,47,9,82,113,443 270 | 269,Carlos Terry,SG,25,WSB,13,0,60,3,15,.200,0,3,.000,3,12,.250,.200,3,4,.750,5,7,12,8,3,1,5,15,9 271 | 270,Reggie Theus,SG,24,CHI,82,82,2838,560,1194,.469,25,100,.250,535,1094,.489,.479,363,449,.808,115,197,312,476,87,16,277,243,1508 272 | 271,Isiah Thomas*,PG,20,DET,72,72,2433,453,1068,.424,17,59,.288,436,1009,.432,.432,302,429,.704,57,152,209,565,150,17,299,253,1225 273 | 272,David Thompson*,SG,27,DEN,61,5,1246,313,644,.486,4,14,.286,309,630,.490,.489,276,339,.814,57,91,148,117,34,29,142,149,906 274 | 273,Mychal Thompson,C,27,POR,79,78,3129,681,1303,.523,0,0,0,681,1303,.523,.523,280,446,.628,258,663,921,319,69,107,245,233,1642 275 | 274,Ray Tolbert,PF,23,TOT,64,0,607,100,202,.495,0,2,.000,100,200,.500,.495,19,35,.543,50,76,126,33,12,16,45,83,219 276 | 275,Andrew Toney,SG,24,PHI,77,1,1909,511,979,.522,25,59,.424,486,920,.528,.535,227,306,.742,43,91,134,283,64,17,214,269,1274 277 | 276,Raymond Townsend,SG,26,IND,14,0,95,11,41,.268,2,9,.222,9,32,.281,.293,11,20,.550,2,11,13,10,3,0,6,18,35 278 | 277,Kelly Tripucka,SF,22,DET,82,82,3077,636,1281,.496,5,22,.227,631,1259,.501,.498,495,621,.797,219,224,443,270,89,16,280,241,1772 279 | 278,Elston Turner,SF,22,DAL,80,62,1996,282,639,.441,0,4,.000,282,635,.444,.441,97,138,.703,143,158,301,189,75,2,116,182,661 280 | 279,Terry Tyler,PF,25,DET,82,0,1989,336,643,.523,1,4,.250,335,639,.524,.523,142,192,.740,154,339,493,126,77,160,121,182,815 281 | 280,Darnell Valentine,PG,22,POR,82,14,1387,187,453,.413,0,9,.000,187,444,.421,.413,152,200,.760,48,101,149,270,94,3,127,187,526 282 | 281,Jan Van Breda Kolff,SF,30,NJN,41,0,452,41,82,.500,0,2,.000,41,80,.513,.500,62,76,.816,17,31,48,32,12,13,29,63,144 283 | 282,Kiki Vandeweghe,PF,23,DEN,82,78,2775,706,1260,.560,1,13,.077,705,1247,.565,.561,347,405,.857,149,312,461,247,52,29,189,217,1760 284 | 283,Pete Verhoeven,PF,22,POR,71,22,1207,149,296,.503,0,0,0,149,296,.503,.503,51,72,.708,106,148,254,52,42,22,55,215,349 285 | 284,Jay Vincent,PF,22,DAL,81,62,2626,719,1448,.497,1,4,.250,718,1444,.497,.497,293,409,.716,182,383,565,176,89,22,194,308,1732 286 | 285,Danny Vranes,SF,23,SEA,77,1,1075,143,262,.546,0,1,.000,143,261,.548,.546,89,148,.601,71,127,198,56,28,21,68,150,375 287 | 286,Foots Walker,PG,30,NJN,77,54,1861,156,378,.413,3,9,.333,153,369,.415,.417,141,194,.727,31,119,150,398,120,6,107,179,456 288 | 287,Wally Walker,SF,27,SEA,70,70,1965,302,629,.480,0,2,.000,302,627,.482,.480,90,134,.672,108,197,305,218,36,28,111,215,694 289 | 288,Kermit Washington,PF,30,POR,20,4,418,38,78,.487,0,0,0,38,78,.487,.487,24,41,.585,40,77,117,29,9,16,19,56,100 290 | 289,Richard Washington,PF,26,CLE,18,2,313,50,115,.435,0,2,.000,50,113,.442,.435,9,15,.600,32,43,75,15,8,2,35,51,109 291 | 290,Marvin Webster,C,29,NYK,82,32,1883,199,405,.491,0,0,0,199,405,.491,.491,108,170,.635,184,306,490,99,22,91,90,211,506 292 | 291,Scott Wedman,SF,29,CLE,54,39,1638,260,589,.441,5,23,.217,255,566,.451,.446,66,90,.733,128,176,304,133,73,14,73,189,591 293 | 292,Paul Westphal,SG,31,NYK,18,12,451,86,194,.443,2,8,.250,84,186,.452,.448,36,47,.766,9,13,22,100,19,8,47,61,210 294 | 293,Jerome Whitehead,C,25,SDC,72,63,2214,406,726,.559,0,0,0,406,726,.559,.559,184,241,.763,231,433,664,102,48,44,141,290,996 295 | 294,Hawkeye Whitney,SG,24,KCK,23,4,266,25,71,.352,0,1,.000,25,70,.357,.352,4,7,.571,13,27,40,19,12,1,14,31,54 296 | 295,Michael Wiley,PF,24,SDC,61,1,1013,203,359,.565,0,5,.000,203,354,.573,.565,98,141,.695,67,115,182,52,40,16,71,127,504 297 | 296,Bob Wilkerson,SF,27,CLE,65,38,1805,284,679,.418,3,18,.167,281,661,.425,.420,145,185,.784,60,190,250,237,92,25,138,188,716 298 | 297,Jamaal Wilkes*,SF,28,LAL,82,82,2906,744,1417,.525,0,4,.000,744,1413,.527,.525,246,336,.732,153,240,393,143,89,24,164,240,1734 299 | 298,James Wilkes,SF,23,CHI,57,22,862,128,266,.481,0,1,.000,128,265,.483,.481,58,80,.725,62,97,159,64,30,18,62,112,314 300 | 299,Jeff Wilkins,C,26,UTA,82,62,2274,314,718,.437,0,3,.000,314,715,.439,.437,137,176,.778,120,491,611,90,32,77,134,248,765 301 | 300,Buck Williams,PF,21,NJN,82,82,2825,513,881,.582,0,1,.000,513,880,.583,.582,242,388,.624,347,658,1005,107,84,84,235,285,1268 302 | 301,Freeman Williams,SG,25,TOT,60,10,997,276,623,.443,28,94,.298,248,529,.469,.465,140,166,.843,23,39,62,86,29,0,107,103,720 303 | 302,Gus Williams,PG,28,SEA,80,80,2876,773,1592,.486,9,40,.225,764,1552,.492,.488,320,436,.734,92,152,244,549,172,36,197,163,1875 304 | 303,Herb Williams,C,23,IND,82,75,2277,407,854,.477,2,7,.286,405,847,.478,.478,126,188,.670,175,430,605,139,53,178,137,200,942 305 | 304,Ray Williams,SG,27,NJN,82,69,2732,639,1383,.462,9,54,.167,630,1329,.474,.465,387,465,.832,117,208,325,488,199,43,290,302,1674 306 | 305,Sam Williams,PF,22,GSW,59,22,1073,154,277,.556,0,0,0,154,277,.556,.556,49,89,.551,91,217,308,38,45,76,64,156,357 307 | 306,Sly Williams,SF,24,NYK,60,27,1521,349,628,.556,2,9,.222,347,619,.561,.557,131,173,.757,100,127,227,142,77,16,114,153,831 308 | 307,Bill Willoughby,SF,24,HOU,69,42,1475,240,464,.517,3,7,.429,237,457,.519,.520,56,77,.727,107,157,264,75,31,59,78,146,539 309 | 308,Brian Winters,SG,29,MIL,61,13,1829,404,806,.501,36,93,.387,368,713,.516,.524,123,156,.788,51,119,170,253,57,9,118,187,967 310 | 309,Garry Witts,SF,22,WSB,46,0,493,49,84,.583,1,2,.500,48,82,.585,.589,33,40,.825,29,33,62,38,17,4,35,74,132 311 | 310,Al Wood,SG,23,TOT,48,5,930,179,381,.470,3,24,.125,176,357,.493,.474,93,119,.782,51,83,134,58,31,9,71,108,454 312 | 311,Howard Wood,SF,22,UTA,42,3,342,55,120,.458,0,1,.000,55,119,.462,.458,34,52,.654,22,43,65,9,8,6,15,37,144 313 | 312,Mike Woodson,SG,23,TOT,83,74,2331,538,1069,.503,7,25,.280,531,1044,.509,.507,221,286,.773,102,145,247,222,142,35,153,220,1304 314 | 313,Orlando Woolridge,SF,22,CHI,75,12,1188,202,394,.513,0,3,.000,202,391,.517,.513,144,206,.699,82,145,227,81,23,24,107,152,548 315 | 314,Sam Worthen,PG,24,UTA,5,0,22,2,5,.400,0,0,0,2,5,.400,.400,0,0,0,1,0,1,3,0,0,2,3,4 316 | 315,Larry Wright,PG,27,DET,1,0,6,0,1,.000,0,0,0,0,1,.000,.000,0,0,0,0,0,0,0,0,0,1,2,0 317 | 316,Rich Yonakor,PF,23,SAS,10,0,70,14,26,.538,0,0,0,14,26,.538,.538,5,7,.714,13,14,27,3,1,2,2,7,33 -------------------------------------------------------------------------------- /data/output/totals/leagues_NBA_1983_totals.csv: -------------------------------------------------------------------------------- 1 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 2 | 1,Kareem Abdul-Jabbar*,C,35,LAL,79,79,2554,722,1228,.588,0,2,.000,722,1226,.589,.588,278,371,.749,167,425,592,200,61,170,200,220,1722 3 | 2,Alvan Adams,C,28,PHO,80,75,2447,477,981,.486,1,3,.333,476,978,.487,.487,180,217,.829,161,387,548,376,114,74,242,287,1135 4 | 3,Mark Aguirre,SF,23,DAL,81,75,2784,767,1589,.483,16,76,.211,751,1513,.496,.488,429,589,.728,191,317,508,332,80,26,261,247,1979 5 | 4,Danny Ainge,SG,23,BOS,80,76,2048,357,720,.496,5,29,.172,352,691,.509,.499,72,97,.742,83,131,214,251,109,6,98,259,791 6 | 5,Dwight Anderson,PG,22,DEN,5,0,33,7,14,.500,0,0,0,7,14,.500,.500,7,10,.700,0,2,2,3,1,0,5,7,21 7 | 6,J.J. Anderson,SF,22,TOT,65,2,1202,190,379,.501,0,4,.000,190,375,.507,.501,100,175,.571,119,175,294,67,63,21,79,153,480 8 | 7,Richard Anderson,C,22,SDC,78,5,1274,174,431,.404,7,19,.368,167,412,.405,.412,48,69,.696,111,161,272,120,57,26,93,170,403 9 | 8,Tiny Archibald*,PG,34,BOS,66,19,1811,235,553,.425,5,24,.208,230,529,.435,.429,220,296,.743,25,66,91,409,38,4,163,110,695 10 | 9,John Bagley,PG,22,CLE,68,3,990,161,373,.432,0,14,.000,161,359,.448,.432,64,84,.762,17,79,96,167,54,5,118,74,386 11 | 10,James Bailey,PF,25,TOT,75,39,1765,385,774,.497,0,1,.000,385,773,.498,.497,226,322,.702,171,303,474,67,43,60,196,271,996 12 | 11,Greg Ballard,SF,28,WSB,78,78,2840,603,1274,.473,13,37,.351,590,1237,.477,.478,182,233,.781,123,385,508,262,135,25,157,176,1401 13 | 12,Gene Banks,PF,23,SAS,81,81,2722,505,919,.550,0,5,.000,505,914,.553,.550,196,278,.705,222,390,612,279,78,21,171,229,1206 14 | 13,Billy Ray Bates,SG,26,TOT,19,3,304,55,145,.379,2,5,.400,53,140,.379,.386,11,22,.500,11,8,19,14,14,3,12,19,123 15 | 14,Dave Batton,C,26,WSB,54,5,558,85,191,.445,0,3,.000,85,188,.452,.445,8,17,.471,45,74,119,29,15,13,28,56,178 16 | 15,Kent Benson,C,28,DET,21,15,599,85,182,.467,0,1,.000,85,181,.470,.467,38,50,.760,53,102,155,49,14,17,35,61,208 17 | 16,Larry Bird*,PF,26,BOS,79,79,2982,747,1481,.504,22,77,.286,725,1404,.516,.512,351,418,.840,193,677,870,458,148,71,240,197,1867 18 | 17,Otis Birdsong,SG,27,NJN,62,54,1885,426,834,.511,2,6,.333,424,828,.512,.512,82,145,.566,53,97,150,239,85,16,114,155,936 19 | 18,Rolando Blackman,SG,23,DAL,75,62,2349,513,1042,.492,3,15,.200,510,1027,.497,.494,297,381,.780,108,185,293,185,37,29,118,116,1326 20 | 19,Charles Bradley,SG,23,BOS,51,5,532,69,176,.392,0,3,.000,69,173,.399,.392,46,90,.511,30,48,78,28,32,27,42,84,184 21 | 20,Dudley Bradley,SG,25,CHI,58,11,683,82,159,.516,1,5,.200,81,154,.526,.519,36,45,.800,27,78,105,106,49,10,59,91,201 22 | 21,Brad Branson,PF,24,IND,62,2,680,131,308,.425,0,1,.000,131,307,.427,.425,76,108,.704,73,100,173,46,27,26,45,81,338 23 | 22,Mike Bratz,PG,27,CHI,15,0,140,14,42,.333,1,8,.125,13,34,.382,.345,10,13,.769,3,16,19,23,7,0,14,20,39 24 | 23,Ron Brewer,SG,27,TOT,74,52,1964,344,807,.426,7,18,.389,337,789,.427,.431,142,170,.835,59,85,144,96,90,25,97,123,837 25 | 24,Junior Bridgeman,SF,29,MIL,70,5,1855,421,856,.492,1,13,.077,420,843,.498,.492,164,196,.837,44,202,246,207,40,9,122,155,1007 26 | 25,Allan Bristow,SF,31,DAL,37,0,371,44,99,.444,6,13,.462,38,86,.442,.475,10,14,.714,24,35,59,70,6,1,31,46,104 27 | 26,Jim Brogan,SG,24,SDC,58,0,466,91,213,.427,3,13,.231,88,200,.440,.434,34,43,.791,33,29,62,66,26,9,43,79,219 28 | 27,Michael Brooks,SF,24,SDC,82,26,2457,402,830,.484,5,15,.333,397,815,.487,.487,193,277,.697,239,282,521,262,112,39,177,297,1002 29 | 28,Fred Brown,PG,34,SEA,80,1,1432,371,714,.520,14,32,.438,357,682,.523,.529,58,72,.806,32,65,97,242,59,13,110,98,814 30 | 29,Rickey Brown,C,24,TOT,76,7,1048,167,349,.479,0,3,.000,167,346,.483,.479,65,105,.619,91,175,266,25,13,26,82,172,399 31 | 30,Joe Bryant,SF,28,HOU,81,56,2055,344,768,.448,8,36,.222,336,732,.459,.453,116,165,.703,88,189,277,186,82,30,177,258,812 32 | 31,Quinn Buckner,SG,28,BOS,72,56,1565,248,561,.442,0,4,.000,248,557,.445,.442,74,117,.632,62,125,187,275,108,5,159,195,570 33 | 32,Don Buse,PG,32,POR,41,1,643,72,182,.396,9,35,.257,63,147,.429,.420,41,46,.891,19,35,54,115,44,2,25,60,194 34 | 33,Marty Byrnes,SF,26,IND,80,12,1436,157,374,.420,6,26,.231,151,348,.434,.428,71,95,.747,75,116,191,179,41,6,73,149,391 35 | 34,Kenny Carr,PF,27,POR,82,26,2331,362,717,.505,2,6,.333,360,711,.506,.506,255,366,.697,182,407,589,116,62,42,185,306,981 36 | 35,M.L. Carr,SF,32,BOS,77,0,883,135,315,.429,3,19,.158,132,296,.446,.433,60,81,.741,51,86,137,71,48,10,79,140,333 37 | 36,Joe Barry Carroll,C,24,GSW,79,79,2988,785,1529,.513,0,3,.000,785,1526,.514,.513,337,469,.719,220,468,688,169,108,155,285,260,1907 38 | 37,Butch Carter,SG,24,IND,81,28,1716,354,706,.501,17,51,.333,337,655,.515,.513,124,154,.805,62,88,150,194,78,13,118,207,849 39 | 38,Bill Cartwright,C,25,NYK,82,82,2468,455,804,.566,0,0,0,455,804,.566,.566,380,511,.744,185,405,590,136,41,127,204,315,1290 40 | 39,Harvey Catchings,C,31,MIL,74,33,1554,90,197,.457,0,0,0,90,197,.457,.457,62,92,.674,132,276,408,77,26,148,83,224,242 41 | 40,Tom Chambers,PF,23,SDC,79,79,2665,519,1099,.472,0,8,.000,519,1091,.476,.472,353,488,.723,218,301,519,192,79,57,234,333,1391 42 | 41,Maurice Cheeks,PG,26,PHI,79,79,2465,404,745,.542,1,6,.167,403,739,.545,.543,181,240,.754,53,156,209,543,184,31,179,182,990 43 | 42,Don Collins,SF,24,WSB,65,21,1575,332,635,.523,0,6,.000,332,629,.528,.523,101,136,.743,116,94,210,132,87,30,146,166,765 44 | 43,Lester Conner,PG,23,GSW,75,10,1416,145,303,.479,0,4,.000,145,299,.485,.479,79,113,.699,69,152,221,253,116,7,99,141,369 45 | 44,Darwin Cook,PG,24,NJN,82,47,2625,443,986,.449,8,38,.211,435,948,.459,.453,186,242,.769,73,167,240,448,194,48,238,213,1080 46 | 45,Jeff Cook,PF,26,TOT,75,22,1333,148,304,.487,0,3,.000,148,301,.492,.487,79,104,.760,119,216,335,102,39,31,105,181,375 47 | 46,Joe Cooper,C,25,TOT,20,4,333,37,72,.514,0,0,0,37,72,.514,.514,16,29,.552,42,44,86,17,9,20,32,49,90 48 | 47,Michael Cooper,SG,26,LAL,82,3,2148,266,497,.535,5,21,.238,261,476,.548,.540,102,130,.785,82,192,274,315,115,50,128,208,639 49 | 48,Wayne Cooper,C,26,POR,80,60,2099,320,723,.443,0,5,.000,320,718,.446,.443,135,197,.685,214,397,611,116,27,136,162,318,775 50 | 49,Dave Corzine,C,26,CHI,82,71,2496,457,920,.497,0,2,.000,457,918,.498,.497,232,322,.720,243,474,717,154,47,109,228,242,1146 51 | 50,Dave Cowens*,PF,34,MIL,40,34,1014,136,306,.444,0,2,.000,136,304,.447,.444,52,63,.825,73,201,274,82,30,15,44,137,324 52 | 51,Chubby Cox,SG,27,WSB,7,0,78,13,37,.351,0,2,.000,13,35,.371,.351,3,6,.500,7,3,10,6,0,1,9,16,29 53 | 52,Charlie Criss,PG,34,MIL,66,0,922,169,375,.451,6,31,.194,163,344,.474,.459,68,76,.895,14,65,79,127,27,0,44,44,412 54 | 53,Geoff Crompton,C,27,SAS,14,0,148,14,34,.412,0,0,0,14,34,.412,.412,3,5,.600,18,30,48,7,3,5,5,25,31 55 | 54,Pat Cummings,C,26,DAL,81,71,2317,433,878,.493,0,1,.000,433,877,.494,.493,148,196,.755,225,443,668,144,57,35,162,296,1014 56 | 55,Terry Cummings,PF,21,SDC,70,69,2531,684,1309,.523,0,1,.000,684,1308,.523,.523,292,412,.709,303,441,744,177,129,62,204,294,1660 57 | 56,Earl Cureton,C,25,PHI,73,3,987,108,258,.419,0,0,0,108,258,.419,.419,33,67,.493,84,185,269,43,37,24,76,144,249 58 | 57,Quintin Dailey,SG,22,CHI,76,32,2081,470,1008,.466,5,25,.200,465,983,.473,.469,206,282,.730,87,173,260,280,72,10,205,248,1151 59 | 58,Adrian Dantley*,SF,26,UTA,22,22,887,233,402,.580,0,0,0,233,402,.580,.580,210,248,.847,58,82,140,105,20,0,81,62,676 60 | 59,Brad Davis,PG,27,DAL,79,78,2323,359,628,.572,11,43,.256,348,585,.595,.580,186,220,.845,34,164,198,565,80,11,143,176,915 61 | 60,Charles Davis,SF,24,WSB,74,10,1161,251,534,.470,2,10,.200,249,524,.475,.472,56,89,.629,83,130,213,73,32,22,91,122,560 62 | 61,Johnny Davis,SG,27,ATL,53,33,1465,258,567,.455,5,18,.278,253,549,.461,.459,164,206,.796,37,91,128,315,43,7,114,100,685 63 | 62,Mike Davis,PF,26,NYK,8,0,28,4,10,.400,0,0,0,4,10,.400,.400,6,10,.600,3,7,10,0,0,4,0,4,14 64 | 63,Walter Davis,SG,28,PHO,80,79,2491,665,1289,.516,7,23,.304,658,1266,.520,.519,184,225,.818,63,134,197,397,117,12,188,186,1521 65 | 64,Darryl Dawkins,C,26,NJN,81,81,2093,401,669,.599,0,0,0,401,669,.599,.599,166,257,.646,127,293,420,114,67,152,281,379,968 66 | 65,Kenny Dennard,PF,24,KCK,22,0,224,11,34,.324,0,0,0,11,34,.324,.324,6,9,.667,20,32,52,6,16,1,5,27,28 67 | 66,Coby Dietrick,C,34,SAS,8,0,34,1,5,.200,0,0,0,1,5,.200,.200,0,2,.000,2,6,8,6,1,0,1,6,2 68 | 67,James Donaldson,C,25,SEA,82,11,1789,289,496,.583,0,0,0,289,496,.583,.583,150,218,.688,131,370,501,97,19,101,132,171,728 69 | 68,John Douglas,SG,26,SDC,3,1,12,1,6,.167,1,2,.500,0,4,.000,.250,2,2,1.000,0,1,1,1,0,0,0,0,5 70 | 69,Leon Douglas,C,28,KCK,5,0,46,2,3,.667,0,0,0,2,3,.667,.667,0,2,.000,3,4,7,0,0,3,1,13,4 71 | 70,John Drew,SF,28,UTA,44,33,1206,318,671,.474,0,5,.000,318,666,.477,.474,296,392,.755,98,137,235,97,35,7,135,152,932 72 | 71,Larry Drew,PG,24,KCK,75,74,2690,599,1218,.492,2,16,.125,597,1202,.497,.493,310,378,.820,44,163,207,610,126,10,272,207,1510 73 | 72,Terry Duerod,SG,26,GSW,5,0,49,9,19,.474,0,0,0,9,19,.474,.474,0,0,0,0,3,3,5,2,1,9,5,18 74 | 73,Mike Dunleavy,PG,28,SAS,79,9,1619,213,510,.418,67,194,.345,146,316,.462,.483,120,154,.779,18,116,134,437,74,4,160,210,613 75 | 74,T.R. Dunn,SG,27,DEN,82,80,2640,254,527,.482,0,1,.000,254,526,.483,.482,119,163,.730,231,384,615,189,147,25,113,218,627 76 | 75,John Duren,PG,24,IND,82,24,1433,163,360,.453,0,13,.000,163,347,.470,.453,43,54,.796,38,69,107,200,66,5,96,203,369 77 | 76,Mark Eaton,C,26,UTA,81,32,1528,146,353,.414,0,1,.000,146,352,.415,.414,59,90,.656,86,376,462,112,24,275,140,257,351 78 | 77,Jerry Eaves,PG,23,UTA,82,7,1588,280,575,.487,1,8,.125,279,567,.492,.488,200,247,.810,34,88,122,210,51,3,152,116,761 79 | 78,Keith Edmonson,SG,22,ATL,32,2,309,48,139,.345,0,2,.000,48,137,.350,.345,16,27,.593,20,19,39,22,11,6,20,41,112 80 | 79,Franklin Edwards,PG,23,PHI,81,3,1266,228,483,.472,0,8,.000,228,475,.480,.472,86,113,.761,23,62,85,221,81,6,110,119,542 81 | 80,James Edwards,C,27,TOT,31,9,667,128,263,.487,0,0,0,128,263,.487,.487,69,108,.639,56,99,155,40,12,19,49,110,325 82 | 81,Len Elmore,C,30,NJN,74,0,975,97,244,.398,0,1,.000,97,243,.399,.398,54,84,.643,81,157,238,39,44,38,83,125,248 83 | 82,Chris Engler,C,23,GSW,54,1,369,38,94,.404,0,0,0,38,94,.404,.404,5,16,.313,43,61,104,11,7,17,24,95,81 84 | 83,Alex English*,SF,29,DEN,82,82,2988,959,1857,.516,2,12,.167,957,1845,.519,.517,406,490,.829,263,338,601,397,116,126,263,235,2326 85 | 84,Julius Erving*,SF,32,PHI,72,72,2421,605,1170,.517,2,7,.286,603,1163,.518,.518,330,435,.759,173,318,491,263,112,131,196,202,1542 86 | 85,Mike Evans,SG,27,DEN,42,5,695,115,243,.473,0,9,.000,115,234,.491,.473,33,41,.805,4,54,58,113,23,3,71,94,263 87 | 86,Bruce Flowers,PF,25,CLE,53,5,699,110,206,.534,0,2,.000,110,204,.539,.534,41,53,.774,71,109,180,47,19,12,43,99,261 88 | 87,Sleepy Floyd,PG,22,TOT,76,17,1248,226,527,.429,10,25,.400,216,502,.430,.438,150,180,.833,56,81,137,138,58,17,106,134,612 89 | 88,Phil Ford,PG,26,TOT,77,63,1610,213,445,.479,1,9,.111,212,436,.486,.480,97,123,.789,18,85,103,290,52,3,134,190,524 90 | 89,World B. Free,SG,29,TOT,73,69,2638,649,1423,.456,15,45,.333,634,1378,.460,.461,430,583,.738,92,109,201,290,97,15,209,241,1743 91 | 90,Bill Garnett,C,22,DAL,75,13,1411,170,319,.533,0,3,.000,170,316,.538,.533,129,174,.741,141,265,406,103,48,70,81,245,469 92 | 91,Calvin Garrett,SF,26,HOU,4,0,34,4,11,.364,0,1,.000,4,10,.400,.364,2,2,1.000,3,4,7,3,0,0,3,4,10 93 | 92,George Gervin*,SG,30,SAS,78,78,2830,757,1553,.487,12,33,.364,745,1520,.490,.491,517,606,.853,111,246,357,264,88,67,247,243,2043 94 | 93,Artis Gilmore*,C,33,SAS,82,82,2797,556,888,.626,0,6,.000,556,882,.630,.626,367,496,.740,299,685,984,126,40,192,254,273,1479 95 | 94,Mike Glenn,SG,27,ATL,73,4,1124,230,444,.518,0,1,.000,230,443,.519,.518,74,89,.831,16,74,90,125,30,9,52,132,534 96 | 95,Mike Gminski,C,23,NJN,80,1,1255,213,426,.500,0,1,.000,213,425,.501,.500,175,225,.778,154,228,382,61,35,116,126,118,601 97 | 96,Glen Gondrezick,PF,27,DEN,76,2,1130,134,294,.456,0,3,.000,134,291,.460,.456,82,114,.719,108,193,301,100,80,9,49,161,350 98 | 97,Rickey Green,PG,28,UTA,78,78,2783,464,942,.493,2,13,.154,462,929,.497,.494,185,232,.797,62,161,223,697,220,4,222,154,1115 99 | 98,Dave Greenwood,PF,25,CHI,79,61,2355,312,686,.455,0,4,.000,312,682,.457,.455,165,233,.708,217,548,765,151,54,90,154,261,789 100 | 99,John Greig,SF,21,SEA,9,0,26,7,13,.538,0,0,0,7,13,.538,.538,5,6,.833,2,4,6,0,0,1,2,4,19 101 | 100,Kevin Grevey,SF,29,WSB,41,11,756,114,294,.388,15,38,.395,99,256,.387,.413,54,69,.783,18,31,49,49,18,7,27,61,297 102 | 101,Paul Griffin,PF,29,SAS,53,0,956,60,116,.517,0,0,0,60,116,.517,.517,53,76,.697,77,139,216,86,33,25,68,153,173 103 | 102,Darrell Griffith,SG,24,UTA,77,76,2787,752,1554,.484,38,132,.288,714,1422,.502,.496,167,246,.679,100,204,304,270,138,33,252,184,1709 104 | 103,Bob Gross,SF,29,SDC,27,3,373,35,82,.427,1,3,.333,34,79,.430,.433,12,19,.632,32,34,66,34,22,7,24,69,83 105 | 104,Ernie Grunfeld,SF,27,NYK,77,0,1422,167,377,.443,0,4,.000,167,373,.448,.443,81,98,.827,42,121,163,136,40,10,84,172,415 106 | 105,Bill Hanzlik,SF,25,DEN,82,8,1547,187,437,.428,1,7,.143,186,430,.433,.429,125,160,.781,80,156,236,268,75,15,144,220,500 107 | 106,Joe Hassett,SG,27,GSW,6,2,139,19,44,.432,1,9,.111,18,35,.514,.443,0,0,0,3,8,11,21,2,0,9,14,39 108 | 107,Scott Hastings,C-PF,22,TOT,31,0,140,13,38,.342,0,3,.000,13,35,.371,.342,11,20,.550,15,26,41,3,6,1,9,34,37 109 | 108,Steve Hawes,PF,32,TOT,77,4,1416,163,390,.418,5,21,.238,158,369,.428,.424,69,94,.734,81,280,361,95,38,14,107,189,400 110 | 109,Elvin Hayes*,PF,37,HOU,81,43,2302,424,890,.476,2,4,.500,422,886,.476,.478,196,287,.683,199,417,616,158,50,81,200,232,1046 111 | 110,Steve Hayes,C,27,CLE,65,3,1058,104,217,.479,0,1,.000,104,216,.481,.479,29,51,.569,102,134,236,36,17,41,49,215,237 112 | 111,Spencer Haywood*,PF,33,WSB,38,25,775,125,312,.401,0,1,.000,125,311,.402,.401,63,87,.724,77,106,183,30,12,27,67,94,313 113 | 112,Gerald Henderson,PG,27,BOS,82,9,1551,286,618,.463,3,16,.188,283,602,.470,.465,96,133,.722,57,67,124,195,95,3,128,190,671 114 | 113,Tom Henderson,SG,31,HOU,51,2,789,107,263,.407,0,2,.000,107,261,.410,.407,45,57,.789,18,51,69,138,37,2,50,57,259 115 | 114,Rod Higgins,SF,23,CHI,82,42,2196,313,698,.448,13,41,.317,300,657,.457,.458,209,264,.792,159,207,366,175,66,65,127,248,848 116 | 115,Johnny High,SG,25,PHO,82,2,1155,100,217,.461,1,5,.200,99,212,.467,.463,63,136,.463,45,105,150,153,85,34,106,205,264 117 | 116,Armond Hill,PG,29,MIL,14,3,169,14,26,.538,0,0,0,14,26,.538,.538,18,22,.818,5,15,20,27,9,0,13,20,46 118 | 117,Craig Hodges,SG,22,SDC,76,48,2022,318,704,.452,20,90,.222,298,614,.485,.466,94,130,.723,53,69,122,275,82,4,161,192,750 119 | 118,Lionel Hollins,PG,29,SDC,56,54,1844,313,717,.437,3,21,.143,310,696,.445,.439,129,179,.721,30,98,128,373,111,14,198,155,758 120 | 119,Phil Hubbard,SF,26,CLE,82,38,1953,288,597,.482,0,2,.000,288,595,.484,.482,204,296,.689,222,249,471,89,87,8,158,271,780 121 | 120,Geoff Huston,PG,25,CLE,80,79,2716,401,832,.482,4,12,.333,397,820,.484,.484,168,245,.686,41,118,159,487,74,4,195,215,974 122 | 121,Marc Iavaroni,PF,26,PHI,80,77,1612,163,353,.462,0,2,.000,163,351,.464,.462,78,113,.690,117,212,329,83,32,44,133,238,404 123 | 122,Dan Issel*,C,34,DEN,80,80,2431,661,1296,.510,4,19,.211,657,1277,.514,.512,400,479,.835,151,445,596,223,83,43,174,227,1726 124 | 123,Tracy Jackson,SG,23,CHI,78,3,1309,199,426,.467,2,13,.154,197,413,.477,.469,92,126,.730,87,92,179,105,64,11,83,132,492 125 | 124,Clay Johnson,SG,26,LAL,48,0,447,53,135,.393,0,2,.000,53,133,.398,.393,38,48,.792,40,29,69,24,22,4,25,62,144 126 | 125,Clemon Johnson,C,26,TOT,83,11,1914,299,581,.515,0,1,.000,299,580,.516,.515,111,180,.617,190,334,524,139,67,92,124,221,709 127 | 126,Dennis Johnson*,PG,28,PHO,77,74,2551,398,861,.462,5,31,.161,393,830,.473,.465,292,369,.791,92,243,335,388,97,39,204,204,1093 128 | 127,Eddie Johnson,SG,27,ATL,61,57,1813,389,858,.453,14,41,.341,375,817,.459,.462,186,237,.785,26,98,124,318,61,6,156,138,978 129 | 128,Eddie Johnson,SF,23,KCK,82,82,2933,677,1370,.494,20,71,.282,657,1299,.506,.501,247,317,.779,191,310,501,216,70,20,181,259,1621 130 | 129,Frank Johnson,PG,24,WSB,68,65,2324,321,786,.408,14,61,.230,307,725,.423,.417,196,261,.751,46,132,178,549,110,6,238,170,852 131 | 130,George Johnson,C,34,ATL,37,0,461,25,57,.439,0,0,0,25,57,.439,.439,14,19,.737,44,73,117,17,10,59,19,69,64 132 | 131,George Johnson,SF,26,IND,82,64,2297,409,858,.477,7,38,.184,402,820,.490,.481,126,172,.733,176,369,545,220,77,53,242,279,951 133 | 132,Magic Johnson*,SG,23,LAL,79,79,2907,511,933,.548,0,21,.000,511,912,.560,.548,304,380,.800,214,469,683,829,176,47,301,200,1326 134 | 133,Marques Johnson,SF,26,MIL,80,80,2853,723,1420,.509,4,20,.200,719,1400,.514,.511,264,359,.735,196,366,562,363,100,56,196,211,1714 135 | 134,Mickey Johnson,PF,30,TOT,78,16,2053,391,921,.425,3,36,.083,388,885,.438,.426,312,380,.821,163,331,494,255,82,46,238,288,1097 136 | 135,Reggie Johnson,SF,25,TOT,79,8,1541,247,509,.485,1,4,.250,246,505,.487,.486,95,130,.731,107,184,291,71,26,43,104,232,590 137 | 136,Steve Johnson,C,25,KCK,79,21,1544,371,595,.624,0,0,0,371,595,.624,.624,186,324,.574,140,258,398,95,40,83,180,323,928 138 | 137,Vinnie Johnson,SG,26,DET,82,51,2511,520,1013,.513,11,40,.275,509,973,.523,.519,245,315,.778,167,186,353,301,93,49,152,263,1296 139 | 138,Jim Johnstone,PF-C,22,TOT,23,0,191,11,30,.367,0,0,0,11,30,.367,.367,9,20,.450,15,31,46,11,3,7,15,33,31 140 | 139,Bobby Jones,PF,31,PHI,74,0,1749,250,460,.543,0,1,.000,250,459,.545,.543,165,208,.793,102,242,344,142,85,91,109,199,665 141 | 140,Caldwell Jones,C,32,HOU,82,82,2440,307,677,.453,0,2,.000,307,675,.455,.453,162,206,.786,222,446,668,138,46,131,171,278,776 142 | 141,Dwight Jones,PF,30,TOT,81,2,1164,148,325,.455,0,1,.000,148,324,.457,.455,79,123,.642,84,225,309,62,31,23,101,172,375 143 | 142,Edgar Jones,PF,26,TOT,77,28,1658,237,479,.495,2,9,.222,235,470,.500,.497,201,286,.703,136,312,448,89,42,108,146,267,677 144 | 143,Hutch Jones,SF,23,SDC,9,0,85,17,37,.459,0,0,0,17,37,.459,.459,6,6,1.000,10,7,17,4,3,0,6,14,40 145 | 144,Major Jones,PF,29,HOU,60,4,878,142,311,.457,0,2,.000,142,309,.460,.457,56,102,.549,114,149,263,39,22,22,83,104,340 146 | 145,Eddie Jordan,PG,28,LAL,35,0,333,40,132,.303,3,16,.188,37,116,.319,.314,11,17,.647,8,18,26,80,31,1,54,52,94 147 | 146,Jeff Judkins,SF,26,POR,34,0,309,39,88,.443,2,8,.250,37,80,.463,.455,25,30,.833,18,25,43,17,15,2,17,39,105 148 | 147,Rich Kelley,C,29,TOT,70,23,1345,130,293,.444,0,0,0,130,293,.444,.444,142,175,.811,131,273,404,138,54,39,118,221,402 149 | 148,Clark Kellogg,PF,21,IND,81,81,2761,680,1420,.479,4,18,.222,676,1402,.482,.480,261,352,.741,340,520,860,223,141,43,217,298,1625 150 | 149,Greg Kelser,SF,25,SEA,80,9,1507,247,450,.549,0,3,.000,247,447,.553,.549,173,257,.673,158,245,403,97,52,35,149,243,667 151 | 150,Larry Kenon,PF,30,TOT,48,7,770,119,257,.463,0,1,.000,119,256,.465,.463,42,57,.737,66,81,147,39,23,9,47,64,280 152 | 151,Albert King,SF,23,NJN,79,75,2447,582,1226,.475,6,23,.261,576,1203,.479,.477,176,227,.775,157,299,456,291,95,41,245,278,1346 153 | 152,Bernard King*,SF,26,NYK,68,68,2207,603,1142,.528,0,6,.000,603,1136,.531,.528,280,388,.722,99,227,326,195,90,13,197,233,1486 154 | 153,Reggie King,SF,25,KCK,58,5,995,104,225,.462,0,0,0,104,225,.462,.462,73,96,.760,91,149,240,58,28,11,65,94,281 155 | 154,Billy Knight,SG,30,IND,80,54,2262,512,984,.520,3,19,.158,509,965,.527,.522,343,408,.841,152,172,324,192,66,8,193,143,1370 156 | 155,Joe Kopicki,PF,22,WSB,17,1,201,23,51,.451,0,1,.000,23,50,.460,.451,21,25,.840,18,44,62,9,9,2,8,21,67 157 | 156,Joel Kramer,C,27,PHO,54,4,458,44,104,.423,0,1,.000,44,103,.427,.423,14,16,.875,41,47,88,37,15,6,22,63,102 158 | 157,Sam Lacey,C,34,CLE,60,33,1232,111,264,.420,2,9,.222,109,255,.427,.424,29,37,.784,62,169,231,118,29,25,98,209,253 159 | 158,Bill Laimbeer,C,25,DET,82,82,2871,436,877,.497,2,13,.154,434,864,.502,.498,245,310,.790,282,711,993,263,51,118,176,320,1119 160 | 159,Jeff Lamp,SF,23,POR,59,1,690,107,252,.425,1,6,.167,106,246,.431,.427,42,52,.808,25,51,76,58,20,3,38,67,257 161 | 160,Mark Landsberger,PF,27,LAL,39,4,356,43,102,.422,0,0,0,43,102,.422,.422,12,25,.480,55,73,128,12,8,4,20,48,98 162 | 161,Bob Lanier*,C,34,MIL,39,35,978,163,332,.491,0,1,.000,163,331,.492,.491,91,133,.684,58,142,200,105,34,24,82,125,417 163 | 162,Allen Leavell,PG,25,HOU,79,76,2602,439,1059,.415,42,175,.240,397,884,.449,.434,247,297,.832,64,131,195,530,165,14,198,215,1167 164 | 163,Ronnie Lester,PG,24,CHI,65,38,1437,202,446,.453,0,5,.000,202,441,.458,.453,124,171,.725,46,126,172,332,51,6,134,121,528 165 | 164,Fat Lever,PG,22,POR,81,45,2020,256,594,.431,5,15,.333,251,579,.434,.435,116,159,.730,85,140,225,426,153,15,137,179,633 166 | 165,Cliff Levingston,PF,22,DET,62,5,879,131,270,.485,0,1,.000,131,269,.487,.485,84,147,.571,104,128,232,52,23,36,73,125,346 167 | 166,Steve Lingenfelter,PF,24,WSB,7,0,53,4,6,.667,0,0,0,4,6,.667,.667,0,4,.000,1,11,12,4,1,3,5,16,8 168 | 167,Alton Lister,PF,24,MIL,80,37,1885,272,514,.529,0,0,0,272,514,.529,.529,130,242,.537,168,400,568,111,50,177,186,328,674 169 | 168,Lewis Lloyd,SG,23,GSW,73,24,1350,293,566,.518,1,4,.250,292,562,.520,.519,100,139,.719,77,183,260,130,61,31,118,109,687 170 | 169,Scott Lloyd,C,30,DAL,15,0,206,19,50,.380,0,1,.000,19,49,.388,.380,11,17,.647,19,27,46,21,6,6,6,24,49 171 | 170,Kevin Loder,SF,23,KCK,66,13,818,138,300,.460,5,9,.556,133,291,.457,.468,53,80,.663,37,88,125,72,29,8,64,98,334 172 | 171,John Long,SG,26,DET,70,30,1485,312,692,.451,2,7,.286,310,685,.453,.452,111,146,.760,56,124,180,105,44,12,144,130,737 173 | 172,John Lucas,PG,29,WSB,35,0,386,62,131,.473,0,5,.000,62,126,.492,.473,21,42,.500,8,21,29,102,25,1,47,18,145 174 | 173,Maurice Lucas,PF,30,PHO,77,71,2586,495,1045,.474,1,3,.333,494,1042,.474,.474,278,356,.781,201,598,799,219,56,43,221,274,1269 175 | 174,Rudy Macklin,SF,24,ATL,73,20,1171,170,360,.472,0,4,.000,170,356,.478,.472,101,131,.771,85,105,190,71,41,10,89,189,441 176 | 175,Kyle Macy,PG,25,PHO,82,9,1836,328,634,.517,23,76,.303,305,558,.547,.535,129,148,.872,41,124,165,278,64,8,90,130,808 177 | 176,Dave Magley,SF,23,CLE,14,0,56,4,16,.250,0,1,.000,4,15,.267,.250,4,8,.500,2,8,10,2,2,0,2,5,12 178 | 177,Rick Mahorn,PF,24,WSB,82,82,3023,376,768,.490,0,3,.000,376,765,.492,.490,146,254,.575,171,608,779,115,86,148,170,335,898 179 | 178,Moses Malone*,C,27,PHI,78,78,2922,654,1305,.501,0,1,.000,654,1304,.502,.501,600,788,.761,445,749,1194,101,89,157,264,206,1908 180 | 179,Wes Matthews,PG,23,ATL,64,0,1187,171,424,.403,14,48,.292,157,376,.418,.420,86,112,.768,25,66,91,249,60,8,123,129,442 181 | 180,Cedric Maxwell,SF,27,BOS,79,71,2252,331,663,.499,0,1,.000,331,662,.500,.499,280,345,.812,185,237,422,186,65,39,165,202,942 182 | 181,Scott May,SF,28,DET,9,1,155,21,50,.420,0,0,0,21,50,.420,.420,17,21,.810,10,16,26,12,5,2,13,24,59 183 | 182,Bob McAdoo*,C,31,LAL,47,1,1019,292,562,.520,0,1,.000,292,561,.520,.520,119,163,.730,76,171,247,39,40,40,68,153,703 184 | 183,Hank McDowell,PF,23,TOT,56,0,505,58,126,.460,0,2,.000,58,124,.468,.460,47,61,.770,54,65,119,24,8,11,40,84,163 185 | 184,Mike McGee,SF,23,LAL,39,7,381,69,163,.423,1,7,.143,68,156,.436,.426,17,23,.739,33,20,53,26,11,5,27,50,156 186 | 185,Kevin McHale*,PF,25,BOS,82,13,2345,483,893,.541,0,1,.000,483,892,.541,.541,193,269,.717,215,338,553,104,34,192,159,241,1159 187 | 186,Billy McKinney,PG,27,DEN,68,38,1559,266,546,.487,0,7,.000,266,539,.494,.487,136,167,.814,21,100,121,288,39,5,101,142,668 188 | 187,Tom McMillen,C,30,ATL,61,4,1364,198,424,.467,0,1,.000,198,423,.468,.467,108,133,.812,57,160,217,76,17,24,80,143,504 189 | 188,Mark McNamara,C,23,PHI,36,2,182,29,64,.453,0,0,0,29,64,.453,.453,20,45,.444,34,42,76,7,3,3,36,42,78 190 | 189,Joe Meriweather,C,29,KCK,78,74,1706,258,453,.570,0,0,0,258,453,.570,.570,102,163,.626,150,274,424,64,47,86,118,285,618 191 | 190,Mike Mitchell,SF,27,SAS,80,79,2803,686,1342,.511,0,3,.000,686,1339,.512,.511,219,289,.758,188,349,537,98,57,52,126,248,1591 192 | 191,Steve Mix,SF,35,TOT,58,20,809,137,283,.484,1,4,.250,136,279,.487,.486,75,88,.852,38,99,137,70,33,3,45,71,350 193 | 192,Paul Mokeski,C,26,TOT,73,19,1128,119,260,.458,0,1,.000,119,259,.459,.458,50,68,.735,76,184,260,49,21,44,67,223,288 194 | 193,Sidney Moncrief,SG,25,MIL,76,76,2710,606,1156,.524,1,10,.100,605,1146,.528,.525,499,604,.826,192,245,437,300,113,23,197,180,1712 195 | 194,Johnny Moore,PG,24,SAS,77,73,2552,394,841,.468,5,22,.227,389,819,.475,.471,148,199,.744,65,212,277,753,194,32,226,247,941 196 | 195,Lowes Moore,PG,25,SDC,37,3,642,81,190,.426,6,23,.261,75,167,.449,.442,42,56,.750,15,40,55,73,22,1,46,72,210 197 | 196,Guy Morgan,SG,22,IND,8,0,46,7,24,.292,0,0,0,7,24,.292,.292,1,4,.250,6,11,17,7,2,0,2,7,15 198 | 197,Calvin Murphy*,PG,34,HOU,64,0,1423,337,754,.447,4,14,.286,333,740,.450,.450,138,150,.920,34,40,74,158,59,4,89,163,816 199 | 198,Larry Nance,PF,23,PHO,82,82,2914,588,1069,.550,1,3,.333,587,1066,.551,.551,193,287,.672,239,471,710,197,99,217,190,254,1370 200 | 199,Swen Nater,C,33,SDC,7,0,51,6,20,.300,0,0,0,6,20,.300,.300,4,4,1.000,2,11,13,1,1,0,3,1,16 201 | 200,Calvin Natt,SF,26,POR,80,80,2879,644,1187,.543,3,20,.150,641,1167,.549,.544,339,428,.792,214,385,599,171,63,29,203,184,1630 202 | 201,Kenny Natt,SG,24,UTA,22,0,210,38,73,.521,0,2,.000,38,71,.535,.521,9,14,.643,6,16,22,28,5,0,22,36,85 203 | 202,Ed Nealy,PF,22,KCK,82,61,1643,147,247,.595,0,0,0,147,247,.595,.595,70,114,.614,170,315,485,62,68,12,51,247,364 204 | 203,Chuck Nevitt,C,23,HOU,6,0,64,11,15,.733,0,0,0,11,15,.733,.733,1,4,.250,6,11,17,0,1,12,7,14,23 205 | 204,Carl Nicks,SG,24,CLE,9,2,148,26,59,.441,0,1,.000,26,58,.448,.441,11,17,.647,8,18,26,11,6,0,11,17,63 206 | 205,Kurt Nimphius,C,24,DAL,81,12,1515,174,355,.490,1,1,1.000,173,354,.489,.492,77,140,.550,157,247,404,115,24,111,66,287,426 207 | 206,Norm Nixon,PG,27,LAL,79,79,2711,533,1123,.475,0,13,.000,533,1110,.480,.475,125,168,.744,61,144,205,566,104,4,237,176,1191 208 | 207,Audie Norris,C,22,POR,30,0,311,26,63,.413,0,0,0,26,63,.413,.413,14,30,.467,25,44,69,24,13,2,33,61,66 209 | 208,Mike O'Koren,SF,24,NJN,46,14,803,136,259,.525,2,9,.222,134,250,.536,.529,34,48,.708,42,72,114,82,42,11,62,67,308 210 | 209,Mark Olberding,PF,26,CHI,80,31,1817,251,522,.481,2,12,.167,249,510,.488,.483,194,248,.782,108,250,358,131,50,9,152,246,698 211 | 210,Jawann Oldham,C,25,CHI,16,0,171,31,58,.534,0,0,0,31,58,.534,.534,12,22,.545,18,29,47,5,5,13,13,30,74 212 | 211,Louis Orr,SF,24,NYK,82,14,1666,274,593,.462,0,2,.000,274,591,.464,.462,140,175,.800,94,134,228,94,64,24,93,134,688 213 | 212,Tom Owens,C,33,DET,49,4,725,81,192,.422,0,0,0,81,192,.422,.422,45,66,.682,66,120,186,44,12,14,48,115,207 214 | 213,Robert Parish*,C,29,BOS,78,76,2459,619,1125,.550,0,1,.000,619,1124,.551,.550,271,388,.698,260,567,827,141,79,148,185,222,1509 215 | 214,Billy Paultz,C,34,TOT,64,0,820,101,227,.445,0,0,0,101,227,.445,.445,27,59,.458,64,136,200,61,17,18,47,109,229 216 | 215,Jim Paxson,SG,25,POR,81,81,2740,682,1323,.515,4,25,.160,678,1298,.522,.517,388,478,.812,68,106,174,231,140,17,156,160,1756 217 | 216,Sam Pellom,PF,31,TOT,6,0,29,6,16,.375,0,0,0,6,16,.375,.375,0,0,0,2,6,8,1,0,0,2,3,12 218 | 217,Roger Phegley,SG,26,SAS,62,4,599,120,267,.449,3,14,.214,117,253,.462,.455,43,56,.768,39,45,84,60,30,8,49,92,286 219 | 218,Eddie Phillips,SF,21,NJN,48,0,416,56,138,.406,0,2,.000,56,136,.412,.406,40,59,.678,27,50,77,29,14,8,50,58,152 220 | 219,Ricky Pierce,SG,23,DET,39,1,265,33,88,.375,1,7,.143,32,81,.395,.381,18,32,.563,15,20,35,14,8,4,18,42,85 221 | 220,Charles Pittman,PF,24,PHO,28,0,170,19,40,.475,0,1,.000,19,39,.487,.475,25,37,.676,13,18,31,7,2,7,22,41,63 222 | 221,Ben Poquette,PF,27,UTA,75,50,2331,329,697,.472,1,5,.200,328,692,.474,.473,166,221,.751,155,366,521,168,64,116,100,264,825 223 | 222,Kevin Porter,PG,32,WSB,11,0,210,21,40,.525,0,0,0,21,40,.525,.525,5,6,.833,2,3,5,46,10,0,21,30,47 224 | 223,Paul Pressey,SG,24,MIL,79,18,1528,213,466,.457,1,9,.111,212,457,.464,.458,105,176,.597,83,198,281,207,99,47,162,174,532 225 | 224,Mark Radford,SG,23,SEA,54,2,439,84,172,.488,4,18,.222,80,154,.519,.500,30,73,.411,12,35,47,104,34,4,74,78,202 226 | 225,Ed Rains,SF,26,SAS,34,1,292,33,83,.398,0,1,.000,33,82,.402,.398,29,43,.674,25,19,44,22,10,1,25,35,95 227 | 226,Kurt Rambis,PF,24,LAL,78,77,1806,235,413,.569,0,2,.000,235,411,.572,.569,114,166,.687,164,367,531,90,105,63,145,233,584 228 | 227,Kelvin Ransey,PG,24,DAL,76,4,1607,343,746,.460,2,16,.125,341,730,.467,.461,152,199,.764,44,103,147,280,58,4,129,109,840 229 | 228,James Ray,PF,25,DEN,45,3,433,70,153,.458,0,1,.000,70,152,.461,.458,33,51,.647,37,89,126,39,24,19,50,83,173 230 | 229,Clint Richardson,SG,26,PHI,77,1,1755,259,559,.463,0,6,.000,259,553,.468,.463,71,111,.640,98,149,247,168,71,18,99,164,589 231 | 230,Micheal Ray Richardson,PG,27,TOT,64,51,2076,346,815,.425,8,51,.157,338,764,.442,.429,106,163,.650,113,182,295,432,182,24,244,240,806 232 | 231,Rick Robey,C,27,BOS,59,6,855,100,214,.467,0,0,0,100,214,.467,.467,45,78,.577,79,140,219,65,13,8,72,131,245 233 | 232,Cliff Robinson,PF,22,CLE,77,75,2601,587,1230,.477,0,5,.000,587,1225,.479,.477,213,301,.708,190,666,856,145,61,58,224,272,1387 234 | 233,Oliver Robinson,SG,22,SAS,35,0,147,35,97,.361,1,11,.091,34,86,.395,.366,30,45,.667,6,11,17,21,4,2,13,18,101 235 | 234,Truck Robinson,PF,31,NYK,81,76,2426,326,706,.462,0,0,0,326,706,.462,.462,118,201,.587,199,458,657,145,57,24,190,241,770 236 | 235,Dave Robisch,C,33,DEN,61,0,711,96,251,.382,0,1,.000,96,250,.384,.382,92,118,.780,34,117,151,53,10,9,45,61,284 237 | 236,Tree Rollins,C,27,ATL,80,80,2472,261,512,.510,0,1,.000,261,511,.511,.510,98,135,.726,210,533,743,75,49,343,95,294,620 238 | 237,Lorenzo Romar,PG,24,GSW,82,64,2130,266,572,.465,10,33,.303,256,539,.475,.474,78,105,.743,23,115,138,455,98,5,141,142,620 239 | 238,Dan Roundfield,PF,29,ATL,77,76,2811,561,1193,.470,5,27,.185,556,1166,.477,.472,337,450,.749,259,621,880,225,60,115,245,239,1464 240 | 239,Jeff Ruland,C,24,WSB,79,47,2862,580,1051,.552,1,3,.333,579,1048,.552,.552,375,544,.689,293,578,871,234,74,77,297,312,1536 241 | 240,Walker Russell,PG,22,DET,68,1,757,67,184,.364,2,18,.111,65,166,.392,.370,47,58,.810,19,54,73,131,16,1,92,71,183 242 | 241,Mike Sanders,SF,22,SAS,26,0,393,76,157,.484,0,2,.000,76,155,.490,.484,31,43,.721,31,63,94,19,18,6,28,57,183 243 | 242,Danny Schayes,C,23,TOT,82,50,2284,342,749,.457,0,1,.000,342,748,.457,.457,228,295,.773,200,435,635,205,54,98,253,325,912 244 | 243,Russ Schoene,PF,22,TOT,77,7,1222,207,435,.476,1,4,.250,206,431,.478,.477,61,83,.735,96,159,255,59,25,23,81,192,476 245 | 244,Alvin Scott,SF,27,PHO,81,9,1139,124,259,.479,0,2,.000,124,257,.482,.479,81,110,.736,60,164,224,97,48,31,64,133,329 246 | 245,Lonnie Shelton,PF,27,SEA,82,79,2572,437,915,.478,1,6,.167,436,909,.480,.478,141,187,.754,158,337,495,237,75,72,172,310,1016 247 | 246,Ed Sherod,PG,23,NYK,64,37,1624,171,421,.406,1,13,.077,170,408,.417,.407,52,80,.650,43,106,149,311,96,14,104,112,395 248 | 247,Purvis Short,SF,25,GSW,67,57,2397,589,1209,.487,4,15,.267,585,1194,.490,.489,255,308,.828,145,209,354,228,94,14,194,242,1437 249 | 248,Jerry Sichting,PG,26,IND,78,58,2435,316,661,.478,3,18,.167,313,643,.487,.480,92,107,.860,33,122,155,433,104,2,138,185,727 250 | 249,Jack Sikma,C,27,SEA,75,71,2564,484,1043,.464,0,8,.000,484,1035,.468,.464,400,478,.837,213,645,858,233,87,65,190,263,1368 251 | 250,Jose Slaughter,SG,22,IND,63,1,515,89,238,.374,9,41,.220,80,197,.406,.393,38,59,.644,34,34,68,52,36,7,42,93,225 252 | 251,Derek Smith,SF,21,GSW,27,0,154,21,51,.412,0,2,.000,21,49,.429,.412,17,25,.680,10,28,38,2,0,4,11,40,59 253 | 252,Jim Smith,PF,24,DET,4,0,18,3,4,.750,0,0,0,3,4,.750,.750,2,4,.500,0,5,5,0,0,0,0,4,8 254 | 253,Larry Smith,PF,25,GSW,49,41,1433,180,306,.588,0,0,0,180,306,.588,.588,53,99,.535,209,276,485,46,36,20,83,186,413 255 | 254,Phil Smith,SG,30,SEA,79,17,1238,175,400,.438,3,8,.375,172,392,.439,.441,101,133,.759,27,103,130,216,44,8,102,113,454 256 | 255,Randy Smith,SG,34,TOT,80,16,1406,273,565,.483,3,18,.167,270,547,.494,.486,114,131,.870,37,59,96,206,56,0,98,139,663 257 | 256,Robert Smith,PG,27,TOT,12,0,68,7,24,.292,0,2,.000,7,22,.318,.292,9,10,.900,1,5,6,8,5,0,6,13,23 258 | 257,Ricky Sobers,SG,30,WSB,41,39,1438,234,534,.438,23,55,.418,211,479,.441,.460,154,185,.832,35,67,102,218,61,14,147,158,645 259 | 258,Jim Spanarkel,SG,25,DAL,48,4,722,91,197,.462,2,10,.200,89,187,.476,.467,88,113,.779,27,57,84,78,27,3,55,59,272 260 | 259,Rory Sparrow,PG,24,TOT,81,58,2428,392,810,.484,5,22,.227,387,788,.491,.487,147,199,.739,61,169,230,397,107,5,197,255,936 261 | 260,Larry Spriggs,SF,23,CHI,9,0,39,8,20,.400,0,0,0,8,20,.400,.400,5,7,.714,2,7,9,3,1,2,2,3,21 262 | 261,Brook Steppe,SG,23,KCK,62,6,606,84,176,.477,1,7,.143,83,169,.491,.480,76,100,.760,25,48,73,68,26,3,55,92,245 263 | 262,Jeff Taylor,SG,23,HOU,44,5,774,64,160,.400,0,1,.000,64,159,.403,.400,30,46,.652,25,53,78,110,40,15,60,82,158 264 | 263,Vince Taylor,SG,22,NYK,31,0,321,37,102,.363,0,0,0,37,102,.363,.363,21,32,.656,19,17,36,41,20,2,30,54,95 265 | 264,Terry Teagle,SG,22,HOU,73,44,1708,332,776,.428,10,29,.345,322,747,.431,.434,87,125,.696,74,120,194,150,53,18,137,171,761 266 | 265,Carlos Terry,SG,26,WSB,55,3,514,39,106,.368,0,2,.000,39,104,.375,.368,10,15,.667,27,72,99,46,24,13,20,79,88 267 | 266,Reggie Theus,PG,25,CHI,82,81,2856,749,1567,.478,21,91,.231,728,1476,.493,.485,434,542,.801,91,209,300,484,143,17,321,281,1953 268 | 267,David Thirdkill,SF,22,PHO,49,2,521,74,170,.435,1,7,.143,73,163,.448,.438,45,78,.577,28,44,72,36,19,4,48,93,194 269 | 268,Isiah Thomas*,PG,21,DET,81,81,3093,725,1537,.472,36,125,.288,689,1412,.488,.483,368,518,.710,105,223,328,634,199,29,326,318,1854 270 | 269,Corny Thompson,PF,22,DAL,44,2,520,43,137,.314,0,0,0,43,137,.314,.314,36,46,.783,41,79,120,34,12,7,31,92,122 271 | 270,David Thompson*,SG,28,SEA,75,64,2155,445,925,.481,2,10,.200,443,915,.484,.482,298,380,.784,96,174,270,222,47,33,163,142,1190 272 | 271,LaSalle Thompson,C,21,KCK,71,3,987,147,287,.512,0,1,.000,147,286,.514,.512,89,137,.650,133,242,375,33,40,61,96,186,383 273 | 272,Mychal Thompson,C,28,POR,80,80,3017,505,1033,.489,0,1,.000,505,1032,.489,.489,249,401,.621,183,570,753,380,68,110,281,213,1259 274 | 273,Darren Tillis,C,22,TOT,52,4,526,76,181,.420,0,1,.000,76,180,.422,.420,16,28,.571,41,89,130,18,8,30,22,76,168 275 | 274,Ray Tolbert,PF,24,TOT,73,2,1107,157,314,.500,0,3,.000,157,311,.505,.500,52,103,.505,72,170,242,50,26,47,83,153,366 276 | 275,Andrew Toney,SG,25,PHI,81,81,2474,626,1250,.501,22,76,.289,604,1174,.514,.510,324,411,.788,42,183,225,365,80,17,271,255,1598 277 | 276,Linton Townes,SF,23,POR,55,0,516,105,234,.449,9,25,.360,96,209,.459,.468,28,38,.737,30,35,65,31,19,5,33,81,247 278 | 277,Kelly Tripucka,SF,23,DET,58,58,2252,565,1156,.489,14,37,.378,551,1119,.492,.495,392,464,.845,126,138,264,237,67,20,187,157,1536 279 | 278,Trent Tucker,SG,23,NYK,78,59,1830,299,647,.462,14,30,.467,285,617,.462,.473,43,64,.672,75,141,216,195,56,6,70,235,655 280 | 279,Elston Turner,SF,23,DAL,59,16,879,96,238,.403,2,3,.667,94,235,.400,.408,20,30,.667,68,84,152,88,47,0,59,75,214 281 | 280,Terry Tyler,SF,26,DET,82,56,2543,421,880,.478,2,15,.133,419,865,.484,.480,146,196,.745,180,360,540,157,103,160,120,221,990 282 | 281,Darnell Valentine,PG,23,POR,47,36,1298,209,460,.454,0,1,.000,209,459,.455,.454,169,213,.793,34,83,117,293,101,5,131,139,587 283 | 282,Jan Van Breda Kolff,SF,31,NJN,13,0,63,5,14,.357,0,0,0,5,14,.357,.357,5,6,.833,2,11,13,5,2,2,3,9,15 284 | 283,Kiki Vandeweghe,PF,24,DEN,82,79,2909,841,1537,.547,15,51,.294,826,1486,.556,.552,489,559,.875,124,313,437,203,66,38,177,198,2186 285 | 284,Pete Verhoeven,PF,23,POR,48,0,527,87,171,.509,0,1,.000,87,170,.512,.509,21,31,.677,44,52,96,32,18,9,40,95,195 286 | 285,Jay Vincent,PF,23,DAL,81,73,2726,622,1272,.489,0,3,.000,622,1269,.490,.489,269,343,.784,217,375,592,212,70,45,188,295,1513 287 | 286,Danny Vranes,SF,24,SEA,82,73,2054,226,429,.527,0,1,.000,226,428,.528,.527,115,209,.550,177,248,425,120,53,49,102,254,567 288 | 287,Foots Walker,PG,31,NJN,79,10,1388,114,250,.456,2,12,.167,112,238,.471,.460,116,149,.779,30,106,136,264,78,3,104,134,346 289 | 288,Wally Walker,SF,28,HOU,82,59,2251,362,806,.449,1,4,.250,361,802,.450,.450,72,116,.621,137,236,373,199,37,22,144,202,797 290 | 289,Bill Walton*,C,30,SDC,33,32,1099,200,379,.528,0,0,0,200,379,.528,.528,65,117,.556,75,248,323,120,34,119,105,113,465 291 | 290,Bryan Warrick,PG,23,WSB,43,20,727,65,171,.380,0,5,.000,65,166,.392,.380,42,57,.737,15,54,69,126,21,8,71,103,172 292 | 291,Marvin Webster,C,30,NYK,82,0,1472,168,331,.508,0,1,.000,168,330,.509,.508,106,180,.589,176,267,443,49,35,131,102,210,442 293 | 292,Scott Wedman,SF,30,TOT,75,35,1793,374,788,.475,10,32,.313,364,756,.481,.481,85,107,.794,98,184,282,117,43,17,126,228,843 294 | 293,Paul Westphal,SG,32,NYK,80,59,1978,318,693,.459,14,48,.292,304,645,.471,.469,148,184,.804,19,96,115,439,87,16,196,180,798 295 | 294,Rory White,SF,23,PHO,65,0,626,127,234,.543,0,1,.000,127,233,.545,.543,70,109,.642,47,58,105,30,16,2,51,54,324 296 | 295,Jerome Whitehead,C,26,SDC,46,23,905,164,306,.536,0,0,0,164,306,.536,.536,72,87,.828,105,156,261,42,21,15,65,139,400 297 | 296,Bob Wilkerson,SF,28,CLE,77,11,1702,213,511,.417,0,4,.000,213,507,.420,.417,93,124,.750,62,180,242,189,68,16,160,157,519 298 | 297,Jamaal Wilkes*,SF,29,LAL,80,80,2552,684,1290,.530,0,6,.000,684,1284,.533,.530,203,268,.757,146,197,343,182,65,17,150,221,1571 299 | 298,James Wilkes,SF,24,DET,9,0,129,11,34,.324,0,1,.000,11,33,.333,.324,12,15,.800,9,10,19,10,3,1,5,22,34 300 | 299,Dominique Wilkins*,SF,23,ATL,82,82,2697,601,1220,.493,2,11,.182,599,1209,.495,.493,230,337,.682,226,252,478,129,84,63,180,210,1434 301 | 300,Jeff Wilkins,C,27,UTA,81,34,2307,389,816,.477,0,3,.000,389,813,.478,.477,156,200,.780,154,442,596,132,41,42,186,251,934 302 | 301,Buck Williams,PF,22,NJN,82,82,2961,536,912,.588,0,4,.000,536,908,.590,.588,324,523,.620,365,662,1027,125,91,110,246,270,1396 303 | 302,Freeman Williams,SG,26,UTA,18,3,210,36,101,.356,2,7,.286,34,94,.362,.366,18,25,.720,3,14,17,10,6,1,12,30,92 304 | 303,Gus Williams,PG,29,SEA,80,80,2761,660,1384,.477,2,43,.047,658,1341,.491,.478,278,370,.751,72,133,205,643,182,26,230,117,1600 305 | 304,Herb Williams,C,24,IND,78,74,2513,580,1163,.499,0,7,.000,580,1156,.502,.499,155,220,.705,151,432,583,262,54,171,229,230,1315 306 | 305,Ray Williams,PG,28,KCK,72,68,2170,419,1068,.392,15,74,.203,404,994,.406,.399,256,333,.769,93,234,327,569,120,26,335,248,1109 307 | 306,Rickey Williams,SG,25,UTA,44,0,346,56,135,.415,0,3,.000,56,132,.424,.415,35,53,.660,15,23,38,37,20,4,38,42,147 308 | 307,Rob Williams,PG,21,DEN,74,33,1443,191,468,.408,2,15,.133,189,453,.417,.410,131,174,.753,37,99,136,361,89,12,185,221,515 309 | 308,Sam Williams,PF,23,GSW,75,28,1533,252,479,.526,0,1,.000,252,478,.527,.526,123,171,.719,153,240,393,45,71,89,101,244,627 310 | 309,Sly Williams,PF,25,NYK,68,6,1385,314,647,.485,2,19,.105,312,628,.497,.487,176,259,.680,94,196,290,133,73,3,133,166,806 311 | 310,Bill Willoughby,SF,25,TOT,62,0,1146,147,324,.454,6,14,.429,141,310,.455,.463,43,55,.782,63,138,201,64,25,17,61,139,343 312 | 311,Brian Winters,SG,30,MIL,57,12,1361,255,587,.434,22,68,.324,233,519,.449,.453,73,85,.859,35,75,110,156,45,4,81,132,605 313 | 312,Al Wood,SF,24,SDC,76,47,1822,343,740,.464,15,50,.300,328,690,.475,.474,124,161,.770,96,140,236,134,55,36,111,188,825 314 | 313,Mike Woodson,SG,24,KCK,81,3,2426,584,1154,.506,7,33,.212,577,1121,.515,.509,298,377,.790,84,164,248,254,137,59,174,203,1473 315 | 314,Orlando Woolridge,SF,23,CHI,57,38,1627,361,622,.580,0,3,.000,361,619,.583,.580,217,340,.638,122,176,298,97,38,44,157,177,939 316 | 315,James Worthy*,SF,21,LAL,77,1,1970,447,772,.579,1,4,.250,446,768,.581,.580,138,221,.624,157,242,399,132,91,64,178,221,1033 317 | 316,Jim Zoet,C,29,DET,7,0,30,1,5,.200,0,0,0,1,5,.200,.200,0,0,0,3,5,8,1,1,3,4,9,2 -------------------------------------------------------------------------------- /data/output/totals/leagues_NBA_1984_totals.csv: -------------------------------------------------------------------------------- 1 | Rk,Player,Pos,Age,Tm,G,GS,MP,FG,FGA,FG%,3P,3PA,3P%,2P,2PA,2P%,eFG%,FT,FTA,FT%,ORB,DRB,TRB,AST,STL,BLK,TOV,PF,PTS 2 | 1,Kareem Abdul-Jabbar*,C,36,LAL,80,80,2622,716,1238,.578,0,1,.000,716,1237,.579,.578,285,394,.723,169,418,587,211,55,143,221,211,1717 3 | 2,Alvan Adams,C,29,PHO,70,13,1452,269,582,.462,0,4,.000,269,578,.465,.462,132,160,.825,118,201,319,219,73,31,117,195,670 4 | 3,Mark Aguirre,SF,24,DAL,79,79,2900,925,1765,.524,15,56,.268,910,1709,.532,.528,465,621,.749,161,308,469,358,80,22,285,246,2330 5 | 4,Danny Ainge,SG,24,BOS,71,3,1154,166,361,.460,6,22,.273,160,339,.472,.468,46,56,.821,29,87,116,162,41,4,70,143,384 6 | 5,J.J. Anderson,SF,23,UTA,48,0,311,55,130,.423,0,3,.000,55,127,.433,.423,12,29,.414,38,25,63,22,15,9,20,28,122 7 | 6,Richard Anderson,PF,23,DEN,78,17,1380,272,638,.426,3,19,.158,269,619,.435,.429,116,150,.773,136,270,406,193,46,28,109,183,663 8 | 7,Tiny Archibald*,PG,35,MIL,46,46,1038,136,279,.487,4,18,.222,132,261,.506,.495,64,101,.634,16,60,76,160,33,0,78,78,340 9 | 8,Ken Austin,SF,22,DET,7,0,28,6,13,.462,0,0,0,6,13,.462,.462,0,0,0,2,1,3,1,1,1,3,7,12 10 | 9,John Bagley,PG,23,CLE,76,19,1712,257,607,.423,2,17,.118,255,590,.432,.425,157,198,.793,49,107,156,333,78,4,170,113,673 11 | 10,James Bailey,PF,26,HOU,73,0,1174,254,517,.491,0,1,.000,254,516,.492,.491,138,192,.719,104,190,294,79,33,40,101,197,646 12 | 11,Thurl Bailey,PF,22,UTA,81,54,2009,302,590,.512,0,0,0,302,590,.512,.512,88,117,.752,115,349,464,129,38,122,105,193,692 13 | 12,Greg Ballard,SF,29,WSB,82,82,2701,510,1061,.481,2,15,.133,508,1046,.486,.482,166,208,.798,140,348,488,290,94,35,142,214,1188 14 | 13,Gene Banks,PF,24,SAS,80,66,2600,424,747,.568,1,6,.167,423,741,.571,.568,200,270,.741,204,378,582,254,105,23,166,256,1049 15 | 14,Dave Batton,C,27,SAS,4,0,31,5,10,.500,0,0,0,5,10,.500,.500,0,0,0,1,3,4,3,0,3,4,5,10 16 | 15,Kent Benson,C,29,DET,82,58,1734,248,451,.550,0,1,.000,248,450,.551,.550,83,101,.822,117,292,409,130,71,53,79,230,579 17 | 16,Larry Bird*,PF,27,BOS,79,77,3028,758,1542,.492,18,73,.247,740,1469,.504,.497,374,421,.888,181,615,796,520,144,69,237,197,1908 18 | 17,Otis Birdsong,SG,28,NJN,69,57,2168,583,1147,.508,5,20,.250,578,1127,.513,.510,194,319,.608,74,96,170,266,86,17,170,180,1365 19 | 18,Rolando Blackman,SG,24,DAL,81,81,3025,721,1320,.546,1,11,.091,720,1309,.550,.547,372,458,.812,124,249,373,288,56,37,169,127,1815 20 | 19,Tom Boswell,PF,30,UTA,38,0,261,28,52,.538,1,1,1.000,27,51,.529,.548,16,21,.762,28,36,64,16,9,0,13,58,73 21 | 20,Charles Bradley,SG,24,SEA,8,0,39,3,7,.429,0,0,0,3,7,.429,.429,5,7,.714,0,3,3,5,0,1,8,6,11 22 | 21,Mike Bratz,PG,28,GSW,82,0,1428,213,521,.409,15,51,.294,198,470,.421,.423,120,137,.876,41,102,143,252,84,6,109,155,561 23 | 22,Randy Breuer,C,23,MIL,57,8,472,68,177,.384,0,0,0,68,177,.384,.384,32,46,.696,48,61,109,17,11,38,35,98,168 24 | 23,Ron Brewer,SG,28,TOT,53,8,992,179,403,.444,3,14,.214,176,389,.452,.448,52,67,.776,22,41,63,50,24,21,40,64,413 25 | 24,Junior Bridgeman,SF,30,MIL,81,10,2431,509,1094,.465,6,31,.194,503,1063,.473,.468,196,243,.807,80,252,332,265,53,14,148,224,1220 26 | 25,Michael Brooks,SF,25,SDC,47,30,1405,213,445,.479,0,5,.000,213,440,.484,.479,104,151,.689,142,200,342,88,50,14,78,125,530 27 | 26,Fred Brown,SG,35,SEA,71,1,1129,258,506,.510,9,34,.265,249,472,.528,.519,77,86,.895,14,48,62,194,49,2,70,84,602 28 | 27,Rickey Brown,C,25,ATL,68,3,785,94,201,.468,0,0,0,94,201,.468,.468,48,65,.738,67,114,181,29,18,23,53,161,236 29 | 28,Wallace Bryant,C,24,CHI,29,0,317,52,133,.391,0,0,0,52,133,.391,.391,14,33,.424,37,43,80,13,9,11,16,48,118 30 | 29,Quinn Buckner,PG,29,BOS,79,0,1249,138,323,.427,0,6,.000,138,317,.435,.427,48,74,.649,41,96,137,214,84,3,100,187,324 31 | 30,Don Buse,PG,33,KCK,76,10,1327,150,352,.426,18,59,.305,132,293,.451,.452,63,80,.788,29,87,116,303,86,1,87,62,381 32 | 31,Kenny Carr,PF,28,POR,82,57,2455,518,923,.561,0,5,.000,518,918,.564,.561,247,367,.673,208,434,642,157,68,33,202,274,1283 33 | 32,M.L. Carr,SF,33,BOS,60,1,585,70,171,.409,3,15,.200,67,156,.429,.418,42,48,.875,26,49,75,49,17,4,46,67,185 34 | 33,Joe Barry Carroll,C,25,GSW,80,80,2962,663,1390,.477,0,1,.000,663,1389,.477,.477,313,433,.723,235,401,636,198,103,142,268,244,1639 35 | 34,Butch Carter,SG,25,IND,73,54,2045,413,862,.479,15,46,.326,398,816,.488,.488,136,178,.764,70,83,153,206,128,13,141,211,977 36 | 35,Howard Carter,SG,22,DEN,55,5,688,145,316,.459,5,19,.263,140,297,.471,.467,47,61,.770,38,48,86,71,19,4,42,81,342 37 | 36,Bill Cartwright,C,26,NYK,77,77,2487,453,808,.561,0,1,.000,453,807,.561,.561,404,502,.805,195,454,649,107,44,97,200,262,1310 38 | 37,Harvey Catchings,PF,32,MIL,69,3,1156,61,153,.399,0,1,.000,61,152,.401,.399,22,42,.524,89,182,271,43,25,81,57,172,144 39 | 38,Tom Chambers,PF,24,SEA,82,44,2570,554,1110,.499,0,12,.000,554,1098,.505,.499,375,469,.800,219,313,532,133,47,51,192,309,1483 40 | 39,Maurice Cheeks,PG,27,PHI,75,75,2494,386,702,.550,8,20,.400,378,682,.554,.556,170,232,.733,44,161,205,478,171,20,182,196,950 41 | 40,Carlos Clark,SG,23,BOS,31,0,127,19,52,.365,0,2,.000,19,50,.380,.365,16,18,.889,7,10,17,17,8,1,12,13,54 42 | 41,Don Collins,SG,25,GSW,61,6,957,187,387,.483,1,5,.200,186,382,.487,.484,65,89,.730,62,67,129,67,43,14,80,119,440 43 | 42,Leroy Combs,SF,23,IND,48,0,446,81,163,.497,0,3,.000,81,160,.506,.497,56,91,.615,19,37,56,38,23,18,46,49,218 44 | 43,Lester Conner,SG,24,GSW,82,82,2573,360,730,.493,1,6,.167,359,724,.496,.494,186,259,.718,132,173,305,401,162,12,143,176,907 45 | 44,Darwin Cook,PG,25,NJN,82,31,1870,304,687,.443,11,46,.239,293,641,.457,.451,95,126,.754,51,105,156,356,164,36,142,184,714 46 | 45,Jeff Cook,C,27,CLE,81,21,1950,188,387,.486,1,2,.500,187,385,.486,.487,94,130,.723,174,310,484,123,68,47,91,282,471 47 | 46,Michael Cooper,SG,27,LAL,82,9,2387,273,549,.497,38,121,.314,235,428,.549,.532,155,185,.838,53,209,262,482,113,67,148,267,739 48 | 47,Wayne Cooper,C,27,POR,81,38,1662,304,663,.459,0,7,.000,304,656,.463,.459,185,230,.804,176,300,476,76,26,106,110,247,793 49 | 48,Dave Corzine,C,27,CHI,82,82,2674,385,824,.467,3,9,.333,382,815,.469,.469,231,275,.840,169,406,575,202,58,120,175,227,1004 50 | 49,Charlie Criss,PG,35,TOT,15,0,215,20,52,.385,1,6,.167,19,46,.413,.394,12,16,.750,5,15,20,38,8,0,10,11,53 51 | 50,Geoff Crompton,C,28,CLE,7,0,23,1,8,.125,0,0,0,1,8,.125,.125,3,6,.500,6,3,9,1,1,1,4,4,5 52 | 51,Russell Cross,C,22,GSW,45,0,354,64,112,.571,0,0,0,64,112,.571,.571,38,91,.418,35,47,82,22,12,7,19,58,166 53 | 52,Pat Cummings,PF,27,DAL,80,80,2492,452,915,.494,0,2,.000,452,913,.495,.494,141,190,.742,151,507,658,158,64,23,146,282,1045 54 | 53,Terry Cummings,PF,22,SDC,81,80,2907,737,1491,.494,0,3,.000,737,1488,.495,.494,380,528,.720,323,454,777,139,92,57,218,298,1854 55 | 54,Earl Cureton,C,26,DET,73,0,907,81,177,.458,0,1,.000,81,176,.460,.458,31,59,.525,86,201,287,36,24,31,55,143,193 56 | 55,Quintin Dailey,SG,23,CHI,82,42,2449,583,1229,.474,4,32,.125,579,1197,.484,.476,321,396,.811,61,174,235,254,109,11,220,218,1491 57 | 56,Adrian Dantley*,SF,27,UTA,79,79,2984,802,1438,.558,1,4,.250,801,1434,.559,.558,813,946,.859,179,269,448,310,61,4,263,201,2418 58 | 57,Brad Davis,PG,28,DAL,81,81,2665,345,651,.530,7,38,.184,338,613,.551,.535,199,238,.836,41,146,187,561,94,13,166,218,896 59 | 58,Charles Davis,SF,25,WSB,46,0,467,103,218,.472,1,9,.111,102,209,.488,.475,24,39,.615,34,69,103,30,14,10,36,58,231 60 | 59,Johnny Davis,PG,28,ATL,75,72,2079,354,800,.443,0,8,.000,354,792,.447,.443,217,256,.848,53,86,139,326,62,6,134,146,925 61 | 60,Walter Davis,SG,29,PHO,78,70,2546,652,1274,.512,20,87,.230,632,1187,.532,.520,233,270,.863,38,164,202,429,107,12,213,202,1557 62 | 61,Darryl Dawkins,C,27,NJN,81,80,2417,507,855,.593,2,5,.400,505,850,.594,.594,341,464,.735,159,382,541,123,60,136,231,386,1357 63 | 62,Darren Daye,SF,23,WSB,75,0,1174,180,408,.441,0,6,.000,180,402,.448,.441,95,133,.714,90,98,188,176,38,12,96,154,455 64 | 63,Kenny Dennard,PF,25,DEN,43,0,413,36,99,.364,3,10,.300,33,89,.371,.379,15,24,.625,37,64,101,45,23,8,29,83,90 65 | 64,James Donaldson,C,26,SDC,82,67,2525,360,604,.596,0,0,0,360,604,.596,.596,249,327,.761,165,484,649,90,40,139,171,214,969 66 | 65,John Drew,SF,29,UTA,81,4,1797,511,1067,.479,6,22,.273,505,1045,.483,.482,402,517,.778,146,192,338,135,88,2,192,208,1430 67 | 66,Larry Drew,PG,25,KCK,73,73,2363,474,1026,.462,3,10,.300,471,1016,.464,.463,243,313,.776,33,113,146,558,121,10,194,170,1194 68 | 67,Clyde Drexler*,SG,21,POR,82,3,1408,252,559,.451,1,4,.250,251,555,.452,.452,123,169,.728,112,123,235,153,107,29,123,209,628 69 | 68,Mike Dunleavy,PG,29,MIL,17,12,404,70,127,.551,19,45,.422,51,82,.622,.626,32,40,.800,6,22,28,78,12,1,36,51,191 70 | 69,T.R. Dunn,SG,28,DEN,80,74,2705,174,370,.470,0,1,.000,174,369,.472,.470,106,145,.731,195,379,574,228,173,32,97,233,454 71 | 70,Mark Eaton,C,27,UTA,82,78,2139,194,416,.466,0,1,.000,194,415,.467,.466,73,123,.593,148,447,595,113,25,351,98,303,461 72 | 71,Jerry Eaves,PG,24,UTA,80,1,1034,132,293,.451,0,6,.000,132,287,.460,.451,92,132,.697,29,56,85,200,33,5,93,90,356 73 | 72,Keith Edmonson,SG,23,TOT,55,0,622,158,321,.492,0,0,0,158,321,.492,.492,94,126,.746,46,42,88,34,26,7,61,83,410 74 | 73,Franklin Edwards,PG,24,PHI,60,0,654,84,221,.380,0,1,.000,84,220,.382,.380,34,48,.708,12,47,59,90,31,5,46,78,202 75 | 74,James Edwards,C,28,PHO,72,67,1897,438,817,.536,0,1,.000,438,816,.537,.536,183,254,.720,108,240,348,184,23,30,140,254,1059 76 | 75,Craig Ehlo,SG,22,HOU,7,0,63,11,27,.407,0,0,0,11,27,.407,.407,1,1,1.000,4,5,9,6,3,0,3,13,23 77 | 76,Dale Ellis,SF,23,DAL,67,2,1059,225,493,.456,12,29,.414,213,464,.459,.469,87,121,.719,106,144,250,56,41,9,78,118,549 78 | 77,Len Elmore,PF,31,NYK,65,5,832,64,157,.408,0,0,0,64,157,.408,.408,27,38,.711,62,103,165,30,29,30,46,153,155 79 | 78,Chris Engler,C,24,GSW,46,1,360,33,83,.398,0,0,0,33,83,.398,.398,14,23,.609,27,70,97,11,9,3,24,68,80 80 | 79,Alex English*,SF,30,DEN,82,77,2870,907,1714,.529,1,7,.143,906,1707,.531,.529,352,427,.824,216,248,464,406,83,95,222,252,2167 81 | 80,Julius Erving*,SF,33,PHI,77,77,2683,678,1324,.512,7,21,.333,671,1303,.515,.515,364,483,.754,190,342,532,309,141,139,230,217,1727 82 | 81,Mike Evans,PG,28,DEN,78,5,1687,243,564,.431,32,89,.360,211,475,.444,.459,111,131,.847,23,115,138,288,61,4,117,175,629 83 | 82,Eric Fernsten,PF,30,NYK,32,0,402,29,52,.558,0,0,0,29,52,.558,.558,25,34,.735,29,57,86,11,16,8,19,49,83 84 | 83,Sleepy Floyd,PG,23,GSW,77,73,2555,484,1045,.463,8,45,.178,476,1000,.476,.467,315,386,.816,87,184,271,269,103,31,196,216,1291 85 | 84,Phil Ford,PG,27,HOU,81,55,2020,236,470,.502,2,15,.133,234,455,.514,.504,98,117,.838,28,109,137,410,59,8,135,243,572 86 | 85,Rod Foster,PG,23,PHO,80,34,1424,260,580,.448,22,84,.262,238,496,.480,.467,122,155,.787,39,81,120,172,54,9,108,193,664 87 | 86,World B. Free,SG,30,CLE,75,71,2375,626,1407,.445,22,69,.319,604,1338,.451,.453,395,504,.784,89,128,217,226,94,8,154,214,1669 88 | 87,Bill Garnett,PF,23,DAL,80,34,1529,141,299,.472,0,2,.000,141,297,.475,.472,129,176,.733,123,208,331,128,44,66,68,217,411 89 | 88,Calvin Garrett,SF,27,LAL,41,0,478,78,152,.513,2,6,.333,76,146,.521,.520,30,39,.769,24,47,71,31,12,2,34,62,188 90 | 89,John Garris,PF,24,CLE,33,1,267,52,102,.510,0,0,0,52,102,.510,.510,27,34,.794,35,42,77,10,8,6,11,40,131 91 | 90,George Gervin*,SG,31,SAS,76,76,2584,765,1561,.490,10,24,.417,755,1537,.491,.493,427,507,.842,106,207,313,220,79,47,224,219,1967 92 | 91,Mike Gibson,PF,23,WSB,32,0,229,21,55,.382,0,0,0,21,55,.382,.382,11,17,.647,29,37,66,9,5,7,14,30,53 93 | 92,Artis Gilmore*,C,34,SAS,64,59,2034,351,556,.631,0,3,.000,351,553,.635,.631,280,390,.718,213,449,662,70,36,132,149,229,982 94 | 93,Mike Glenn,SG,28,ATL,81,0,1503,312,554,.563,1,2,.500,311,552,.563,.564,56,70,.800,17,87,104,171,46,5,63,146,681 95 | 94,Mike Gminski,C,24,NJN,82,2,1655,237,462,.513,0,3,.000,237,459,.516,.513,147,184,.799,161,272,433,92,37,70,120,162,621 96 | 95,Stewart Granger,PG,22,CLE,56,13,738,97,226,.429,4,13,.308,93,213,.437,.438,53,70,.757,8,47,55,134,24,0,57,97,251 97 | 96,Rickey Green,PG,29,UTA,81,81,2768,439,904,.486,2,17,.118,437,887,.493,.487,192,234,.821,56,174,230,748,215,13,172,155,1072 98 | 97,Sidney Green,PF,23,CHI,49,0,667,100,228,.439,0,0,0,100,228,.439,.439,55,77,.714,58,116,174,25,18,17,60,128,255 99 | 98,Dave Greenwood,PF,26,CHI,78,76,2718,369,753,.490,0,1,.000,369,752,.491,.490,213,289,.737,214,572,786,139,67,72,149,265,951 100 | 99,Kevin Grevey,SG,30,MIL,64,3,923,178,395,.451,15,53,.283,163,342,.477,.470,75,84,.893,30,51,81,75,27,4,45,95,446 101 | 100,Darrell Griffith,SG,25,UTA,82,82,2650,697,1423,.490,91,252,.361,606,1171,.518,.522,151,217,.696,95,243,338,283,114,23,243,202,1636 102 | 101,Ernie Grunfeld,SG,28,NYK,76,6,1119,166,362,.459,2,9,.222,164,353,.465,.461,64,83,.771,24,97,121,108,43,7,71,151,398 103 | 102,Bob Hansen,SG,23,UTA,55,0,419,65,145,.448,0,8,.000,65,137,.474,.448,18,28,.643,13,35,48,44,15,4,35,62,148 104 | 103,Bill Hanzlik,SF,26,DEN,80,14,1469,132,306,.431,3,12,.250,129,294,.439,.436,167,207,.807,66,139,205,252,68,19,109,255,434 105 | 104,Derek Harper,PG,22,DAL,82,1,1712,200,451,.443,3,26,.115,197,425,.464,.447,66,98,.673,53,119,172,239,95,21,111,143,469 106 | 105,Scott Hastings,PF,23,ATL,68,8,1135,111,237,.468,1,4,.250,110,233,.472,.470,82,104,.788,96,174,270,46,40,36,66,220,305 107 | 106,Steve Hawes,PF,33,SEA,79,0,1153,114,237,.481,1,4,.250,113,233,.485,.483,61,78,.782,50,170,220,99,24,16,52,144,290 108 | 107,Elvin Hayes*,PF,38,HOU,81,4,994,158,389,.406,0,2,.000,158,387,.408,.406,86,132,.652,87,173,260,71,16,28,82,123,402 109 | 108,Steve Hayes,C,28,SEA,43,0,253,26,50,.520,0,0,0,26,50,.520,.520,5,14,.357,19,43,62,13,5,18,13,52,57 110 | 109,Gerald Henderson,PG,28,BOS,78,78,2088,376,718,.524,20,57,.351,356,661,.539,.538,136,177,.768,68,79,147,300,117,14,161,209,908 111 | 110,Rod Higgins,SF,24,CHI,78,6,1577,193,432,.447,1,22,.045,192,410,.468,.448,113,156,.724,87,119,206,116,49,29,76,161,500 112 | 111,Johnny High,PG,26,PHO,29,9,512,18,52,.346,0,2,.000,18,50,.360,.346,10,29,.345,16,50,66,51,40,11,38,84,46 113 | 112,Armond Hill,PG,30,ATL,15,2,181,14,46,.304,0,0,0,14,46,.304,.304,17,21,.810,2,8,10,35,7,0,14,30,45 114 | 113,Roy Hinson,SF,22,CLE,80,61,1858,184,371,.496,0,0,0,184,371,.496,.496,69,117,.590,175,324,499,69,31,145,109,306,437 115 | 114,Craig Hodges,SG,23,SDC,76,28,1571,258,573,.450,10,46,.217,248,527,.471,.459,66,88,.750,22,64,86,116,58,1,85,166,592 116 | 115,Lionel Hollins,PG,30,DET,32,0,216,24,63,.381,0,2,.000,24,61,.393,.381,11,13,.846,4,18,22,62,13,1,24,26,59 117 | 116,Phil Hubbard,SF,27,CLE,80,6,1799,321,628,.511,0,1,.000,321,627,.512,.511,221,299,.739,172,208,380,86,71,6,115,244,863 118 | 117,Geoff Huston,PG,26,CLE,77,56,2041,348,699,.498,2,11,.182,346,688,.503,.499,110,154,.714,32,64,96,413,38,1,145,126,808 119 | 118,Marc Iavaroni,PF,27,PHI,78,71,1532,149,322,.463,0,2,.000,149,320,.466,.463,97,131,.740,91,219,310,95,36,55,124,222,395 120 | 119,Dan Issel*,C,35,DEN,76,66,2076,569,1153,.493,4,19,.211,565,1134,.498,.495,364,428,.850,112,401,513,173,60,44,122,182,1506 121 | 120,Tracy Jackson,SG,24,IND,2,0,10,1,4,.250,0,0,0,1,4,.250,.250,4,4,1.000,1,0,1,0,0,0,1,3,6 122 | 121,Clay Johnson,SG,27,SEA,25,0,176,20,50,.400,1,1,1.000,19,49,.388,.410,14,22,.636,6,6,12,14,8,2,12,24,55 123 | 122,Clemon Johnson,C,27,PHI,80,10,1721,193,412,.468,0,0,0,193,412,.468,.468,69,113,.611,131,267,398,55,35,65,95,205,455 124 | 123,Dennis Johnson*,SG,29,BOS,80,78,2665,384,878,.437,4,32,.125,380,846,.449,.440,281,330,.852,87,193,280,338,93,57,172,251,1053 125 | 124,Eddie Johnson,SG,28,ATL,67,43,1893,353,798,.442,16,43,.372,337,755,.446,.452,164,213,.770,31,115,146,374,58,7,173,155,886 126 | 125,Eddie Johnson,SF,24,KCK,82,82,2920,753,1552,.485,20,64,.313,733,1488,.493,.492,268,331,.810,165,290,455,296,76,21,213,266,1794 127 | 126,Frank Johnson,PG,25,WSB,82,81,2686,392,840,.467,11,43,.256,381,797,.478,.473,187,252,.742,58,126,184,567,96,6,191,174,982 128 | 127,George Johnson,SF,27,IND,81,20,2073,411,884,.465,11,47,.234,400,837,.478,.471,223,270,.826,139,321,460,195,82,49,186,256,1056 129 | 128,Magic Johnson*,PG,24,LAL,67,66,2567,441,780,.565,6,29,.207,435,751,.579,.569,290,358,.810,99,392,491,875,150,49,306,169,1178 130 | 129,Marques Johnson,SF,27,MIL,74,74,2715,646,1288,.502,2,13,.154,644,1275,.505,.502,241,340,.709,173,307,480,315,115,45,180,194,1535 131 | 130,Mickey Johnson,PF,31,GSW,78,25,2122,359,852,.421,5,29,.172,354,823,.430,.424,339,432,.785,198,320,518,219,101,30,216,290,1062 132 | 131,Reggie Johnson,PF,26,NJN,72,4,818,127,256,.496,0,1,.000,127,255,.498,.496,92,126,.730,53,85,138,40,24,18,59,141,346 133 | 132,Steve Johnson,C,26,TOT,81,21,1487,302,540,.559,0,0,0,302,540,.559,.559,165,287,.575,162,256,418,81,37,69,164,307,769 134 | 133,Vinnie Johnson,SG,27,DET,82,0,1909,426,901,.473,4,19,.211,422,882,.478,.475,207,275,.753,130,107,237,271,44,19,135,196,1063 135 | 134,Bobby Jones,PF,32,PHI,75,0,1761,226,432,.523,0,1,.000,226,431,.524,.523,167,213,.784,92,231,323,187,107,103,101,199,619 136 | 135,Caldwell Jones,C,33,HOU,81,73,2506,318,633,.502,1,3,.333,317,630,.503,.503,164,196,.837,168,414,582,156,46,80,158,335,801 137 | 136,Charles Jones,PF,26,PHI,1,0,3,0,1,.000,0,0,0,0,1,.000,.000,1,4,.250,0,0,0,0,0,0,0,1,1 138 | 137,Edgar Jones,PF,27,SAS,81,33,1770,322,644,.500,6,19,.316,316,625,.506,.505,176,242,.727,143,306,449,85,64,107,125,298,826 139 | 138,Hutch Jones,SF,24,SDC,4,0,18,0,3,.000,0,0,0,0,3,.000,.000,1,4,.250,0,0,0,0,1,0,2,0,1 140 | 139,Major Jones,PF,30,HOU,57,5,473,70,130,.538,0,0,0,70,130,.538,.538,30,49,.612,33,82,115,28,14,14,30,63,170 141 | 140,Mark Jones,PG,22,NJN,6,0,16,3,6,.500,0,1,.000,3,5,.600,.500,1,2,.500,2,0,2,5,0,0,2,2,7 142 | 141,Eddie Jordan,PG,29,TOT,16,0,210,17,49,.347,0,3,.000,17,46,.370,.347,8,12,.667,3,14,17,44,25,0,26,37,42 143 | 142,Rich Kelley,C,30,UTA,75,30,1674,132,264,.500,0,0,0,132,264,.500,.500,124,162,.765,140,350,490,157,55,29,148,273,388 144 | 143,Clark Kellogg,PF,22,IND,79,79,2676,619,1193,.519,7,21,.333,612,1172,.522,.522,261,340,.768,230,489,719,234,121,28,218,242,1506 145 | 144,Greg Kelser,SF,26,SDC,80,21,1783,313,603,.519,2,6,.333,311,597,.521,.521,250,356,.702,188,203,391,91,68,31,195,249,878 146 | 145,Albert King,SF,24,NJN,79,53,2103,465,946,.492,3,22,.136,462,924,.500,.493,232,295,.786,125,263,388,203,91,33,208,258,1165 147 | 146,Bernard King*,SF,27,NYK,77,76,2667,795,1391,.572,0,4,.000,795,1387,.573,.572,437,561,.779,123,271,394,164,75,17,197,273,2027 148 | 147,Reggie King,SF,26,SEA,77,42,2086,233,448,.520,0,2,.000,233,446,.522,.520,136,206,.660,134,336,470,179,54,24,127,159,602 149 | 148,Greg Kite,C,22,BOS,35,1,197,30,66,.455,0,0,0,30,66,.455,.455,5,16,.313,27,35,62,7,1,5,20,42,65 150 | 149,Billy Knight,SF,31,KCK,75,39,1885,358,729,.491,4,14,.286,354,715,.495,.494,243,283,.859,89,166,255,160,54,6,155,122,963 151 | 150,Joe Kopicki,PF,23,WSB,59,2,678,64,132,.485,1,7,.143,63,125,.504,.489,91,112,.813,64,102,166,46,15,5,39,71,220 152 | 151,Bruce Kuczenski,PF,22,TOT,15,2,119,10,37,.270,0,0,0,10,37,.270,.270,8,12,.667,7,16,23,8,1,1,15,18,28 153 | 152,Mitch Kupchak,PF,29,LAL,34,3,324,41,108,.380,0,1,.000,41,107,.383,.380,22,34,.647,35,52,87,7,4,6,22,46,104 154 | 153,Bill Laimbeer,C,26,DET,82,82,2864,553,1044,.530,0,11,.000,553,1033,.535,.530,316,365,.866,329,674,1003,149,49,84,151,273,1422 155 | 154,Jeff Lamp,SF,24,POR,64,0,660,128,261,.490,2,13,.154,126,248,.508,.494,60,67,.896,23,40,63,51,22,4,52,67,318 156 | 155,Mark Landsberger,PF,28,ATL,35,0,335,19,51,.373,0,0,0,19,51,.373,.373,15,26,.577,42,77,119,10,6,3,21,32,53 157 | 156,Bob Lanier*,C,35,MIL,72,72,2007,392,685,.572,0,3,.000,392,682,.575,.572,194,274,.708,141,314,455,186,58,51,163,228,978 158 | 157,Allen Leavell,PG,26,HOU,82,27,2009,349,731,.477,11,71,.155,338,660,.512,.485,238,286,.832,31,86,117,459,107,12,184,199,947 159 | 158,Ronnie Lester,PG,25,CHI,43,3,687,78,188,.415,1,5,.200,77,183,.421,.418,75,87,.862,20,26,46,168,30,6,72,59,232 160 | 159,Fat Lever,PG,23,POR,81,22,2010,313,701,.447,3,15,.200,310,686,.452,.449,159,214,.743,96,122,218,372,135,31,125,178,788 161 | 160,Cliff Levingston,PF,23,DET,80,24,1746,229,436,.525,0,3,.000,229,433,.529,.525,125,186,.672,234,311,545,109,44,78,77,281,583 162 | 161,Steve Lingenfelter,PF,25,SAS,3,0,14,1,1,1.000,0,0,0,1,1,1.000,1.000,0,2,.000,3,1,4,1,0,0,1,6,2 163 | 162,Alton Lister,PF,25,MIL,82,72,1955,256,512,.500,0,0,0,256,512,.500,.500,114,182,.626,156,447,603,110,41,140,153,327,626 164 | 163,Lewis Lloyd,SG,24,HOU,82,82,2578,610,1182,.516,3,13,.231,607,1169,.519,.517,235,298,.789,128,167,295,321,102,44,245,211,1458 165 | 164,Darrell Lockhart,C,23,SAS,2,0,14,2,2,1.000,0,0,0,2,2,1.000,1.000,0,0,0,0,3,3,0,0,0,2,5,4 166 | 165,Kevin Loder,SF,24,TOT,11,0,137,19,43,.442,1,3,.333,18,40,.450,.453,9,13,.692,7,11,18,14,3,5,11,16,48 167 | 166,John Long,SG,27,DET,82,82,2514,545,1155,.472,1,5,.200,544,1150,.473,.472,243,275,.884,139,150,289,205,93,18,143,199,1334 168 | 167,Sidney Lowe,PG,24,IND,78,2,1238,107,259,.413,2,18,.111,105,241,.436,.417,108,139,.777,30,92,122,269,93,5,106,112,324 169 | 168,John Lucas,PG,30,SAS,63,39,1807,275,595,.462,19,69,.275,256,526,.487,.478,120,157,.764,23,157,180,673,92,5,147,123,689 170 | 169,Maurice Lucas,PF,31,PHO,75,69,2309,451,908,.497,0,5,.000,451,903,.499,.497,293,383,.765,208,517,725,203,55,39,177,235,1195 171 | 170,Rudy Macklin,SF,25,NYK,8,0,65,12,30,.400,0,0,0,12,30,.400,.400,11,13,.846,5,6,11,3,1,0,6,17,35 172 | 171,Kyle Macy,PG,26,PHO,82,45,2402,357,713,.501,23,70,.329,334,643,.519,.517,95,114,.833,49,137,186,353,123,6,116,181,832 173 | 172,Rick Mahorn,PF,25,WSB,82,82,2701,307,605,.507,0,0,0,307,605,.507,.507,125,192,.651,169,569,738,131,62,123,142,358,739 174 | 173,Jeff Malone,SG,22,WSB,81,2,1976,408,918,.444,24,74,.324,384,844,.455,.458,142,172,.826,57,98,155,151,23,13,110,162,982 175 | 174,Moses Malone*,C,28,PHI,71,71,2613,532,1101,.483,0,4,.000,532,1097,.485,.483,545,727,.750,352,598,950,96,71,110,250,188,1609 176 | 175,Pace Mannion,SF,23,GSW,57,0,469,50,126,.397,3,13,.231,47,113,.416,.409,18,23,.783,23,36,59,47,25,2,23,63,121 177 | 176,Wes Matthews,PG,24,TOT,20,5,388,61,131,.466,1,8,.125,60,123,.488,.469,27,36,.750,7,20,27,83,16,3,40,45,150 178 | 177,Cedric Maxwell,SF,28,BOS,80,78,2502,317,596,.532,1,6,.167,316,590,.536,.533,320,425,.753,201,260,461,205,63,24,203,224,955 179 | 178,Bob McAdoo*,C,32,LAL,70,0,1456,352,748,.471,0,5,.000,352,743,.474,.471,212,264,.803,82,207,289,74,42,50,127,182,916 180 | 179,Rodney McCray,SF,22,HOU,79,36,2081,335,672,.499,1,4,.250,334,668,.500,.499,182,249,.731,173,277,450,176,53,54,120,205,853 181 | 180,Scooter McCray,PF,23,SEA,47,6,520,47,121,.388,0,0,0,47,121,.388,.388,35,50,.700,45,70,115,44,11,19,34,73,129 182 | 181,Hank McDowell,PF,24,SDC,57,0,611,85,197,.431,0,3,.000,85,194,.438,.431,38,56,.679,63,92,155,37,14,2,49,77,208 183 | 182,Mike McGee,SF,24,LAL,77,45,1425,347,584,.594,2,12,.167,345,572,.603,.596,61,113,.540,117,76,193,81,49,6,111,176,757 184 | 183,Kevin McHale*,PF,26,BOS,82,10,2577,587,1055,.556,1,3,.333,586,1052,.557,.557,336,439,.765,208,402,610,104,23,126,150,243,1511 185 | 184,Kevin McKenna,SG,25,IND,61,13,923,152,371,.410,3,17,.176,149,354,.421,.414,80,98,.816,30,65,95,114,46,5,62,133,387 186 | 185,Billy McKinney,PG,28,SDC,80,0,843,136,305,.446,0,2,.000,136,303,.449,.446,39,46,.848,7,47,54,161,27,0,48,84,311 187 | 186,Tom McMillen,C,31,WSB,62,5,1294,222,447,.497,1,6,.167,221,441,.501,.498,127,156,.814,64,135,199,73,14,17,70,162,572 188 | 187,Mark McNamara,C,24,SAS,70,3,1037,157,253,.621,0,0,0,157,253,.621,.621,74,157,.471,137,180,317,31,14,12,89,138,388 189 | 188,Joe Meriweather,C,30,KCK,73,31,1501,193,363,.532,0,0,0,193,363,.532,.532,94,123,.764,111,242,353,51,35,61,83,247,480 190 | 189,Larry Micheaux,PF,23,KCK,39,0,332,49,90,.544,0,0,0,49,90,.544,.544,21,39,.538,40,73,113,19,21,11,21,46,119 191 | 190,Bob Miller,PF,27,SAS,2,0,8,2,3,.667,0,0,0,2,3,.667,.667,0,0,0,2,3,5,1,0,1,0,5,4 192 | 191,Mike Mitchell,SF,28,SAS,79,79,2853,779,1597,.488,6,14,.429,773,1583,.488,.490,275,353,.779,188,382,570,93,62,73,141,251,1839 193 | 192,Paul Mokeski,C,27,MIL,68,4,838,102,213,.479,1,3,.333,101,210,.481,.481,50,72,.694,51,115,166,44,11,29,44,168,255 194 | 193,Sidney Moncrief,SG,26,MIL,79,79,3075,560,1125,.498,5,18,.278,555,1107,.501,.500,529,624,.848,215,313,528,358,108,27,217,204,1654 195 | 194,Johnny Moore,PG,25,SAS,59,42,1650,231,518,.446,28,87,.322,203,431,.471,.473,105,139,.755,37,141,178,566,123,20,143,168,595 196 | 195,Larry Nance,PF,24,PHO,82,82,2899,601,1044,.576,0,7,.000,601,1037,.580,.576,249,352,.707,227,451,678,214,86,174,177,274,1451 197 | 196,Swen Nater,C,34,LAL,69,0,829,124,253,.490,0,1,.000,124,252,.492,.490,63,91,.692,81,183,264,27,25,7,68,150,311 198 | 197,Calvin Natt,SF,27,POR,79,74,2638,500,857,.583,2,17,.118,498,840,.593,.585,275,345,.797,166,310,476,179,69,22,166,218,1277 199 | 198,Ed Nealy,PF,23,KCK,71,1,960,63,126,.500,0,0,0,63,126,.500,.500,48,60,.800,73,149,222,50,41,9,33,138,174 200 | 199,Kurt Nimphius,C,25,DAL,82,46,2284,272,523,.520,1,4,.250,271,519,.522,.521,101,162,.623,182,331,513,176,41,144,98,283,646 201 | 200,Norm Nixon,PG,28,SDC,82,82,3053,587,1270,.462,11,46,.239,576,1224,.471,.467,206,271,.760,56,147,203,914,94,4,257,180,1391 202 | 201,Audie Norris,C,23,POR,79,1,1157,124,246,.504,0,0,0,124,246,.504,.504,104,149,.698,82,175,257,76,30,34,114,231,352 203 | 202,Mike O'Koren,SF,25,NJN,73,25,1191,186,385,.483,5,28,.179,181,357,.507,.490,53,87,.609,71,104,175,95,34,11,75,148,430 204 | 203,Mark Olberding,PF,27,KCK,81,81,2160,249,504,.494,0,1,.000,249,503,.495,.494,261,318,.821,119,326,445,192,50,28,166,291,759 205 | 204,Jawann Oldham,C,26,CHI,64,0,870,110,218,.505,0,0,0,110,218,.505,.505,39,66,.591,75,158,233,33,15,76,83,139,259 206 | 205,Louis Orr,SF,25,NYK,78,20,1640,262,572,.458,0,0,0,262,572,.458,.458,173,211,.820,101,127,228,61,66,17,95,142,697 207 | 206,Robert Parish*,C,30,BOS,80,79,2867,623,1140,.546,0,0,0,623,1140,.546,.546,274,368,.745,243,614,857,139,55,116,184,266,1520 208 | 207,Billy Paultz,C,35,ATL,40,4,486,36,88,.409,0,0,0,36,88,.409,.409,17,33,.515,35,78,113,18,8,7,22,57,89 209 | 208,Jim Paxson,SG,26,POR,81,81,2686,680,1322,.514,17,59,.288,663,1263,.525,.521,345,410,.841,68,105,173,251,122,10,142,165,1722 210 | 209,John Paxson,PG,23,SAS,49,0,458,61,137,.445,4,22,.182,57,115,.496,.460,16,26,.615,4,29,33,149,10,2,32,47,142 211 | 210,Roger Phegley,SG,27,TOT,13,0,87,11,35,.314,2,5,.400,9,30,.300,.343,4,4,1.000,2,9,11,11,1,0,6,11,28 212 | 211,Ricky Pierce,SG,24,SDC,69,35,1280,268,570,.470,0,9,.000,268,561,.478,.470,149,173,.861,59,76,135,60,27,13,81,143,685 213 | 212,John Pinone,SF,22,ATL,7,0,65,7,13,.538,0,0,0,7,13,.538,.538,6,10,.600,0,10,10,3,2,1,5,11,20 214 | 213,Tom Piotrowski,C,23,POR,18,0,78,12,26,.462,0,0,0,12,26,.462,.462,6,6,1.000,6,10,16,5,1,3,6,22,30 215 | 214,Charles Pittman,PF,25,PHO,69,8,989,126,209,.603,0,2,.000,126,207,.609,.603,69,101,.683,76,138,214,70,16,22,81,129,321 216 | 215,Ben Poquette,PF,28,CLE,51,4,858,75,171,.439,1,5,.200,74,166,.446,.442,34,43,.791,57,125,182,49,20,33,28,114,185 217 | 216,Paul Pressey,SG,25,MIL,81,18,1730,276,528,.523,2,9,.222,274,519,.528,.525,120,200,.600,102,180,282,252,86,50,157,241,674 218 | 217,Kurt Rambis,PF,25,LAL,47,31,743,63,113,.558,0,0,0,63,113,.558,.558,42,66,.636,82,184,266,34,30,14,56,108,168 219 | 218,Kelvin Ransey,PG,25,NJN,80,50,1937,304,700,.434,7,32,.219,297,668,.445,.439,145,183,.792,28,99,127,483,91,6,141,182,760 220 | 219,Leo Rautins,SF,23,PHI,28,3,196,21,58,.362,0,0,0,21,58,.362,.362,6,10,.600,9,24,33,29,9,2,19,31,48 221 | 220,Robert Reid,SF,28,HOU,64,28,1936,406,857,.474,2,8,.250,404,849,.476,.475,81,123,.659,97,244,341,217,88,30,92,243,895 222 | 221,Clint Richardson,SG,27,PHI,69,12,1571,221,473,.467,0,4,.000,221,469,.471,.467,79,103,.767,62,103,165,155,49,23,100,145,521 223 | 222,Micheal Ray Richardson,PG,28,NJN,48,25,1285,243,528,.460,14,58,.241,229,470,.487,.473,76,108,.704,56,116,172,214,103,20,118,156,576 224 | 223,Doc Rivers,PG,22,ATL,81,47,1938,250,541,.462,2,12,.167,248,529,.469,.464,255,325,.785,72,148,220,314,127,30,174,286,757 225 | 224,Anthony Roberts,SF,28,DEN,19,0,197,34,91,.374,0,0,0,34,91,.374,.374,13,18,.722,20,31,51,13,5,1,17,43,81 226 | 225,Fred Roberts,PF,23,SAS,79,8,1531,214,399,.536,1,4,.250,213,395,.539,.538,144,172,.837,102,202,304,98,52,38,100,219,573 227 | 226,Rick Robey,C,28,PHO,61,4,856,140,257,.545,1,1,1.000,139,256,.543,.547,61,88,.693,80,118,198,65,20,14,77,120,342 228 | 227,Cliff Robinson,C,23,CLE,73,70,2402,533,1185,.450,1,2,.500,532,1183,.450,.450,234,334,.701,156,597,753,185,51,32,187,195,1301 229 | 228,Truck Robinson,PF,32,NYK,65,63,2135,284,581,.489,0,0,0,284,581,.489,.489,133,206,.646,171,374,545,94,43,27,160,217,701 230 | 229,Dave Robisch,C,34,TOT,31,0,340,35,96,.365,0,0,0,35,96,.365,.365,22,26,.846,15,43,58,20,3,2,12,36,92 231 | 230,Tree Rollins,C,28,ATL,77,76,2351,274,529,.518,0,0,0,274,529,.518,.518,118,190,.621,200,393,593,62,35,277,101,297,666 232 | 231,Lorenzo Romar,PG,25,TOT,68,9,1022,161,351,.459,4,33,.121,157,318,.494,.464,67,94,.713,21,72,93,193,55,8,63,77,393 233 | 232,Dan Roundfield,PF,30,ATL,73,72,2610,503,1038,.485,0,11,.000,503,1027,.490,.485,374,486,.770,206,515,721,184,61,74,205,221,1380 234 | 233,Jeff Ruland,C,25,WSB,75,75,3082,599,1035,.579,1,7,.143,598,1028,.582,.579,466,636,.733,265,657,922,296,68,72,342,285,1665 235 | 234,Walker Russell,PG,23,DET,16,0,119,14,42,.333,1,2,.500,13,40,.325,.345,12,13,.923,6,13,19,22,4,0,9,25,41 236 | 235,Ralph Sampson*,C,23,HOU,82,82,2693,716,1369,.523,1,4,.250,715,1365,.524,.523,287,434,.661,293,620,913,163,70,197,294,339,1720 237 | 236,Mike Sanders,SF,23,PHO,50,0,586,97,203,.478,0,0,0,97,203,.478,.478,29,42,.690,40,63,103,44,23,12,44,101,223 238 | 237,DeWayne Scales,PF,25,WSB,2,0,13,3,5,.600,0,0,0,3,5,.600,.600,0,2,.000,0,3,3,0,1,0,2,1,6 239 | 238,Danny Schayes,C,24,DEN,82,15,1420,183,371,.493,0,2,.000,183,369,.496,.493,215,272,.790,145,288,433,91,32,60,119,308,581 240 | 239,Alvin Scott,SF,28,PHO,65,5,735,55,124,.444,1,2,.500,54,122,.443,.448,56,72,.778,29,71,100,48,19,20,42,85,167 241 | 240,Byron Scott,SG,22,LAL,74,49,1637,334,690,.484,8,34,.235,326,656,.497,.490,112,139,.806,50,114,164,177,81,19,116,174,788 242 | 241,Lonnie Shelton,PF,28,CLE,79,78,2101,371,779,.476,1,5,.200,370,774,.478,.477,107,140,.764,140,241,381,179,76,55,165,279,850 243 | 242,Purvis Short,SF,26,GSW,79,76,2945,714,1509,.473,22,72,.306,692,1437,.482,.480,353,445,.793,184,254,438,246,103,11,228,252,1803 244 | 243,Jerry Sichting,PG,27,IND,80,80,2497,397,746,.532,6,20,.300,391,726,.539,.536,117,135,.867,44,127,171,457,90,8,144,179,917 245 | 244,Jack Sikma,C,28,SEA,82,82,2993,576,1155,.499,0,2,.000,576,1153,.500,.499,411,480,.856,225,686,911,327,95,92,236,301,1563 246 | 245,Derek Smith,SG,22,SDC,61,20,1297,238,436,.546,1,6,.167,237,430,.551,.547,123,163,.755,54,116,170,82,33,22,78,165,600 247 | 246,Larry Smith,PF,26,GSW,75,63,2091,244,436,.560,0,0,0,244,436,.560,.560,94,168,.560,282,390,672,72,61,22,124,274,582 248 | 247,Ricky Sobers,SG,31,WSB,81,81,2624,508,1115,.456,29,111,.261,479,1004,.477,.469,221,264,.837,51,128,179,377,117,17,222,278,1266 249 | 248,Jim Spanarkel,SG,26,DAL,7,0,54,7,16,.438,1,2,.500,6,14,.429,.469,9,13,.692,5,2,7,5,6,0,4,8,24 250 | 249,Rory Sparrow,PG,25,NYK,79,74,2436,350,738,.474,10,39,.256,340,699,.486,.481,108,131,.824,48,141,189,539,100,8,210,230,818 251 | 250,Larry Spriggs,SF,24,LAL,38,0,363,44,82,.537,0,2,.000,44,80,.550,.537,36,50,.720,16,45,61,30,12,4,34,55,124 252 | 251,Brook Steppe,SG,24,IND,61,13,857,148,314,.471,0,3,.000,148,311,.476,.471,134,161,.832,43,79,122,79,34,6,83,93,430 253 | 252,Steve Stipanovich,C,23,IND,81,73,2426,392,816,.480,3,16,.188,389,800,.486,.482,183,243,.753,116,446,562,170,73,67,161,303,970 254 | 253,Jon Sundvold,PG,22,SEA,73,2,1284,217,488,.445,9,37,.243,208,451,.461,.454,64,72,.889,23,68,91,239,29,1,81,81,507 255 | 254,Dane Suttle,SG,22,KCK,40,1,469,109,214,.509,0,3,.000,109,211,.517,.509,40,47,.851,21,25,46,46,20,0,32,46,258 256 | 255,Terry Teagle,SG,23,HOU,68,0,616,148,315,.470,7,27,.259,141,288,.490,.481,37,44,.841,28,50,78,63,13,4,62,81,340 257 | 256,Reggie Theus,PG,26,TOT,61,35,1498,262,625,.419,7,42,.167,255,583,.437,.425,214,281,.762,50,79,129,352,50,12,156,171,745 258 | 257,David Thirdkill,SF,23,DET,46,0,291,31,72,.431,0,1,.000,31,71,.437,.431,15,31,.484,9,22,31,27,10,3,19,44,77 259 | 258,Isiah Thomas*,PG,22,DET,82,82,3007,669,1448,.462,22,65,.338,647,1383,.468,.470,388,529,.733,103,224,327,914,204,33,307,324,1748 260 | 259,Jim Thomas,SG,23,IND,72,15,1219,187,403,.464,1,11,.091,186,392,.474,.465,80,110,.727,59,90,149,130,60,6,69,115,455 261 | 260,David Thompson*,SG,29,SEA,19,0,349,89,165,.539,0,1,.000,89,164,.543,.539,62,73,.849,18,26,44,13,10,13,27,30,240 262 | 261,LaSalle Thompson,C,22,KCK,80,38,1915,333,637,.523,0,0,0,333,637,.523,.523,160,223,.717,260,449,709,86,71,145,168,327,826 263 | 262,Mychal Thompson,C,29,POR,79,74,2648,487,929,.524,0,2,.000,487,927,.525,.524,266,399,.667,235,453,688,308,84,108,235,237,1240 264 | 263,Paul Thompson,SF,22,CLE,82,10,1731,309,662,.467,9,39,.231,300,623,.482,.474,115,149,.772,120,192,312,122,70,37,73,192,742 265 | 264,Sedale Threatt,PG,22,PHI,45,0,464,62,148,.419,1,8,.125,61,140,.436,.422,23,28,.821,17,23,40,41,13,2,33,65,148 266 | 265,Darren Tillis,C,23,GSW,72,1,730,108,254,.425,0,2,.000,108,252,.429,.425,41,63,.651,75,109,184,24,12,60,51,176,257 267 | 266,Ray Tolbert,PF,25,DET,49,0,475,64,121,.529,0,1,.000,64,120,.533,.529,23,45,.511,45,53,98,26,12,20,26,88,151 268 | 267,Andrew Toney,SG,26,PHI,78,72,2556,593,1125,.527,12,38,.316,581,1087,.534,.532,390,465,.839,57,136,193,373,70,23,297,251,1588 269 | 268,Linton Townes,SF,24,TOT,4,0,19,4,8,.500,0,0,0,4,8,.500,.500,0,0,0,0,1,1,1,1,2,1,4,8 270 | 269,Kelly Tripucka,SF,24,DET,76,75,2493,595,1296,.459,2,17,.118,593,1279,.464,.460,426,523,.815,119,187,306,228,65,17,190,190,1618 271 | 270,Trent Tucker,SG,24,NYK,63,21,1228,225,450,.500,6,16,.375,219,434,.505,.507,25,33,.758,43,87,130,138,63,8,54,124,481 272 | 271,Elston Turner,SF,24,DAL,47,1,536,54,150,.360,1,9,.111,53,141,.376,.363,28,34,.824,42,51,93,59,26,0,29,40,137 273 | 272,Terry Tyler,SF,27,DET,82,7,1602,313,691,.453,2,13,.154,311,678,.459,.454,94,132,.712,104,181,285,76,63,59,78,151,722 274 | 273,Darnell Valentine,PG,24,POR,68,60,1893,251,561,.447,0,3,.000,251,558,.450,.447,194,246,.789,49,78,127,395,107,6,149,179,696 275 | 274,Kiki Vandeweghe,PF,25,DEN,78,71,2734,895,1603,.558,11,30,.367,884,1573,.562,.562,494,580,.852,84,289,373,238,53,50,156,187,2295 276 | 275,Pete Verhoeven,PF,24,POR,43,0,327,50,100,.500,0,1,.000,50,99,.505,.500,17,25,.680,27,34,61,20,22,11,21,75,117 277 | 276,Jay Vincent,SF,24,DAL,61,5,1421,252,579,.435,0,1,.000,252,578,.436,.435,168,215,.781,81,166,247,114,30,10,113,159,672 278 | 277,Danny Vranes,SF,25,SEA,80,72,2174,258,495,.521,0,1,.000,258,494,.522,.521,153,236,.648,150,245,395,132,51,54,121,263,669 279 | 278,Granville Waiters,C,23,IND,78,8,1040,123,238,.517,0,1,.000,123,237,.519,.517,31,51,.608,64,163,227,60,24,85,65,164,277 280 | 279,Darrell Walker,PG,22,NYK,82,0,1324,216,518,.417,4,15,.267,212,503,.421,.421,208,263,.791,74,93,167,284,127,15,194,202,644 281 | 280,Foots Walker,PG,32,NJN,34,0,378,32,90,.356,2,5,.400,30,85,.353,.367,24,27,.889,8,23,31,81,20,3,31,37,90 282 | 281,Wally Walker,SF,29,HOU,58,18,612,118,241,.490,2,6,.333,116,235,.494,.494,6,18,.333,26,66,92,55,17,4,33,65,244 283 | 282,Bill Walton*,C,31,SDC,55,46,1476,288,518,.556,0,2,.000,288,516,.558,.556,92,154,.597,132,345,477,183,45,88,177,153,668 284 | 283,Bryan Warrick,PG,24,WSB,32,0,254,27,66,.409,1,3,.333,26,63,.413,.417,8,16,.500,5,17,22,43,9,3,20,37,63 285 | 284,Marvin Webster,C,31,NYK,76,5,1290,112,239,.469,0,0,0,112,239,.469,.469,66,117,.564,146,220,366,53,34,100,85,187,290 286 | 285,Scott Wedman,SF,31,BOS,68,5,916,148,333,.444,2,13,.154,146,320,.456,.447,29,35,.829,41,98,139,67,27,7,43,107,327 287 | 286,Brant Weidner,PF,23,SAS,8,0,38,2,9,.222,0,0,0,2,9,.222,.222,4,4,1.000,4,7,11,0,0,2,2,5,8 288 | 287,Mark West,C,23,DAL,34,0,202,15,42,.357,0,0,0,15,42,.357,.357,7,22,.318,19,27,46,13,1,15,12,55,37 289 | 288,Paul Westphal,SG,33,PHO,59,2,865,144,313,.460,7,26,.269,137,287,.477,.471,117,142,.824,8,35,43,148,41,6,77,69,412 290 | 289,Ennis Whatley,PG,21,CHI,80,73,2159,261,556,.469,0,2,.000,261,554,.471,.469,146,200,.730,63,134,197,662,119,17,268,223,668 291 | 290,Rory White,SF,24,TOT,36,2,372,80,170,.471,0,0,0,80,170,.471,.471,26,47,.553,37,37,74,15,15,3,24,31,186 292 | 291,Jerome Whitehead,C,27,SDC,70,1,921,144,294,.490,0,0,0,144,294,.490,.490,88,107,.822,94,151,245,19,17,12,59,159,376 293 | 292,Mitchell Wiggins,SG,24,CHI,82,40,2123,399,890,.448,7,29,.241,392,861,.455,.452,213,287,.742,138,190,328,187,106,11,139,278,1018 294 | 293,Jamaal Wilkes*,SF,30,LAL,75,74,2507,542,1055,.514,2,8,.250,540,1047,.516,.515,208,280,.743,130,210,340,214,72,41,137,205,1294 295 | 294,Dominique Wilkins*,SF,24,ATL,81,81,2961,684,1429,.479,0,11,.000,684,1418,.482,.479,382,496,.770,254,328,582,126,117,87,215,197,1750 296 | 295,Jeff Wilkins,C,28,UTA,81,1,1734,249,520,.479,0,3,.000,249,517,.482,.479,134,182,.736,109,346,455,73,27,42,109,205,632 297 | 296,Buck Williams,PF,23,NJN,81,81,3003,495,926,.535,0,4,.000,495,922,.537,.535,284,498,.570,355,645,1000,130,81,125,237,298,1274 298 | 297,Gus Williams,PG,30,SEA,80,80,2818,598,1306,.458,4,25,.160,594,1281,.464,.459,297,396,.750,67,137,204,675,189,25,232,151,1497 299 | 298,Herb Williams,C,25,IND,69,53,2279,411,860,.478,0,4,.000,411,856,.480,.478,207,295,.702,154,400,554,215,60,108,207,193,1029 300 | 299,Kevin Williams,SG,22,SAS,19,0,200,25,58,.431,0,1,.000,25,57,.439,.431,25,32,.781,4,9,13,43,8,4,22,42,75 301 | 300,Ray Williams,SG,29,NYK,76,63,2230,418,939,.445,25,81,.309,393,858,.458,.458,263,318,.827,67,200,267,449,162,26,219,274,1124 302 | 301,Rob Williams,PG,22,DEN,79,66,1924,309,671,.461,15,47,.319,294,624,.471,.472,171,209,.818,54,140,194,464,84,5,169,268,804 303 | 302,Sam Williams,PF,24,TOT,77,12,1434,204,431,.473,0,1,.000,204,430,.474,.473,92,140,.657,121,218,339,62,68,106,99,209,500 304 | 303,Sly Williams,SF,26,ATL,13,1,258,34,114,.298,1,9,.111,33,105,.314,.303,36,46,.783,19,31,50,16,14,1,18,33,105 305 | 304,Bill Willoughby,SF,26,NJN,67,2,936,124,258,.481,0,7,.000,124,251,.494,.481,55,63,.873,75,118,193,56,23,24,53,106,303 306 | 305,Michael Wilson,PG,24,WSB,6,0,26,0,2,.000,0,1,.000,0,1,.000,.000,1,2,.500,1,0,1,3,0,0,3,5,1 307 | 306,Randy Wittman,SG,24,ATL,78,1,1071,160,318,.503,2,5,.400,158,313,.505,.506,28,46,.609,14,57,71,71,17,0,32,82,350 308 | 307,Al Wood,SG,25,SEA,81,81,2236,467,945,.494,3,21,.143,464,924,.502,.496,223,271,.823,94,181,275,166,64,32,126,207,1160 309 | 308,Mike Woodson,SG,25,KCK,71,12,1838,389,816,.477,2,8,.250,387,808,.479,.478,247,302,.818,62,113,175,175,83,28,115,174,1027 310 | 309,Orlando Woolridge,SF,24,CHI,75,74,2544,570,1086,.525,1,2,.500,569,1084,.525,.525,303,424,.715,130,239,369,136,71,60,188,253,1444 311 | 310,James Worthy*,PF,22,LAL,82,53,2415,495,890,.556,0,6,.000,495,884,.560,.556,195,257,.759,157,358,515,207,77,70,181,244,1185 -------------------------------------------------------------------------------- /nbaImport.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | from pymongo import MongoClient 3 | from bson.objectid import ObjectId 4 | 5 | ''' 6 | PER 7 | FGM - totals.FG 8 | Stl - totals.STL 9 | 3PTM - totals.3P 10 | FTM - totals.FT 11 | Blk - totals.BLK 12 | Off_Reb - totals.ORB 13 | Ast - totals.AST 14 | Def_Reb - totals.DRB 15 | Foul - totals.PF 16 | FT_Miss - totals.FTA-totals.FT 17 | FG_Miss - totals.FGA-totals.FG 18 | TO - totals.TOV 19 | ''' 20 | 21 | PER_FEATURES = [ 22 | 'FG', 23 | 'STL', 24 | '3P', 25 | 'FT', 26 | 'BLK', 27 | 'ORB', 28 | 'AST', 29 | 'DRB', 30 | 'PF', 31 | 'FT_M', #FT_Miss - totals.FTA-totals.FT 32 | 'FG_M', #FG_Miss - totals.FGA-totals.FG 33 | 'TOV', 34 | 'MP' 35 | ] 36 | 37 | WANTED_FEATURES = { 38 | 'Seasons.advanced.PER': 1, # double 39 | 'Seasons.totals.MP': 1, # Int32 40 | 'Seasons.totals.STL': 1, # Int32 41 | 'Seasons.totals.3P': 1, # Int32 42 | 'Seasons.totals.FT': 1, # Int32 43 | 'Seasons.totals.BLK': 1, # Int32 44 | 'Seasons.totals.ORB': 1, # Int32 45 | 'Seasons.totals.AST': 1, # Int32 46 | 'Seasons.totals.DRB': 1, # Int32 47 | 'Seasons.totals.PF': 1, # Int32 48 | 'Seasons.totals.FTA': 1, # Int32 49 | 'Seasons.totals.FGA': 1, # Int32 50 | 'Seasons.totals.FG': 1, # Int32 51 | 'Seasons.totals.TOV': 1 # Int32 52 | } 53 | 54 | 55 | # Connect to MongoDB 56 | def connectMongo(db, host='localhost', port=27017, mongo_uri=None): 57 | 58 | """ A util for making a connection to mongo """ 59 | 60 | if mongo_uri: 61 | conn = MongoClient(mongo_uri) 62 | else: 63 | conn = MongoClient(host, port) 64 | 65 | return conn[db] 66 | 67 | def readMongo(db, collection, query={}, queryReturn=None, 68 | _limit=None,no_id=True,mongo_uri=None): 69 | 70 | """ Read from Mongo and Store into DataFrame """ 71 | 72 | # Connect to MongoDB 73 | db = connectMongo(db=db, mongo_uri=mongo_uri) 74 | 75 | # Make a query to the specific DB and Collection 76 | cursor = db[collection].find(query, queryReturn) 77 | 78 | # Check if a limit was set 79 | if _limit: 80 | cursor = cursor.limit(_limit) 81 | # Expand the cursor and construct the DataFrame 82 | df = pd.DataFrame(list(cursor)) 83 | 84 | # Delete the _id 85 | if no_id: 86 | del df['_id'] 87 | 88 | return df -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "nba_machine_learning", 3 | "version": "1.0.0", 4 | "description": "Predict Player's PER using Machine Learning", 5 | "scripts": { 6 | "test": "echo \"Error: no test specified\" && exit 1" 7 | }, 8 | "keywords": [ 9 | "nba", 10 | "machine", 11 | "learning" 12 | ], 13 | "author": "Fabian Buentello", 14 | "license": "Apache License", 15 | "dependencies": { 16 | "async": "^1.3.0", 17 | "fast-csv": "^0.6.0", 18 | "jsonfile": "^2.2.1", 19 | "underscore": "^1.8.3" 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /runNBA_Data.py: -------------------------------------------------------------------------------- 1 | # runNBA_Data.py 2 | import time 3 | import pandas as pd 4 | import numpy as np 5 | 6 | # Machine Learning algorithms 7 | from sklearn.pipeline import Pipeline 8 | from sklearn.linear_model import LinearRegression 9 | from sklearn.preprocessing import PolynomialFeatures,scale 10 | from sklearn.cross_validation import train_test_split, KFold 11 | from sklearn.learning_curve import learning_curve 12 | 13 | # Plot modules 14 | import matplotlib.pyplot as plt 15 | from matplotlib import style 16 | style.use("ggplot") 17 | pd.options.display.max_columns = 50 18 | pd.set_option('expand_frame_repr', False) 19 | 20 | # Custom modules 21 | from nbaImport import readMongo, WANTED_FEATURES, PER_FEATURES 22 | 23 | def flatten(objToFlatten): 24 | return [item for sublist in objToFlatten for item in sublist] 25 | 26 | def BuildDataSet(): 27 | 28 | # 1 29 | nbaFrame = readMongo(db='YOUR DATABASE',collection='above50Games', 30 | query= {}, queryReturn=WANTED_FEATURES, no_id=False, 31 | mongo_uri='YOUR URI') 32 | 33 | # 2 34 | statsDF = pd.DataFrame(list(flatten(nbaFrame.Seasons))) 35 | print(statsDF) 36 | 37 | 38 | # 1 39 | stats = pd.DataFrame(list(statsDF.totals.values)) 40 | stats['FT_M'] = stats['FTA'] - stats['FT'] 41 | stats['FG_M'] = stats['FGA'] - stats['FG'] 42 | stats[PER_FEATURES] = stats[PER_FEATURES].astype(float) 43 | 44 | # 2 45 | stats['PER'] = pd.DataFrame(list(statsDF.advanced.values)) 46 | 47 | # 3 48 | stats = stats.reindex(np.random.permutation(stats.index)) 49 | X = np.array(stats[PER_FEATURES].values) 50 | y = (stats["PER"].values.tolist()) 51 | 52 | return X,y 53 | 54 | def PlotLearningCurve(X_data, y_data,algorithm, s_time): 55 | 56 | print('PlotLearningCurve called') 57 | 58 | # 1 59 | sizes = np.array([.1,.2,.5,.8,.99]) 60 | 61 | train_sizes, train_scores, test_scores = learning_curve( 62 | algorithm, 63 | X_data, 64 | y_data, 65 | train_sizes=sizes) 66 | print('after learning_curve') 67 | train_mean = np.mean(train_scores, axis=1) 68 | train_std = np.std(train_scores, axis=1) 69 | test_mean = np.mean(test_scores, axis=1) 70 | test_std = np.std(test_scores, axis=1) 71 | 72 | # 2 73 | plt.figure(figsize=(15,10)) # Width, Height 74 | 75 | # Training Set 76 | plt.fill_between(train_sizes, train_mean-train_std, 77 | train_mean+train_std, alpha=0.1, color="r") 78 | 79 | # Cross Validation Set 80 | plt.fill_between(train_sizes, test_mean-test_std, 81 | test_mean+test_std, alpha=0.1, color="g") 82 | 83 | # Graph Legend text 84 | trainLabel = ('%.3f%% Training score' % (train_mean[4])) 85 | testLabel = ('%.3f%% Cross-validation score' % (test_mean[4])) 86 | 87 | # Plot lines 88 | plt.plot(train_sizes, train_mean, 'o-', color="r", label=trainLabel) 89 | plt.plot(train_sizes, test_mean, 'o-', color="g", label=testLabel) 90 | 91 | # Place title, X-axis label, Y-axis label 92 | plt.suptitle('Linear Regression: NBA PER', fontsize=20) 93 | plt.xlabel('Training examples') 94 | plt.ylabel('Accuracy') 95 | 96 | # Set limit on Y-axis, Place graph legend 97 | plt.ylim((0.5, 1.1)) 98 | plt.xlim((0, 6500)) 99 | plt.legend(loc="best") 100 | 101 | # Print duration of program 102 | print("--- %s seconds ---" % (time.time() - s_time)) 103 | plt.show() 104 | 105 | def Analysis(_deg=1): 106 | start_time = time.time() 107 | 108 | # 1 109 | X, y = BuildDataSet() 110 | linear_regression = LinearRegression() 111 | 112 | # 2 113 | polynomial_features = PolynomialFeatures(degree=_deg, include_bias=False) 114 | 115 | # 3 116 | algorithm = Pipeline([("polynomial_features", polynomial_features), 117 | ("linear_regression", linear_regression)]) 118 | #========================================================================== */ 119 | print('after Pipeline') 120 | 121 | # 4 122 | PlotLearningCurve(X, y, algorithm, start_time) 123 | 124 | Analysis(3) --------------------------------------------------------------------------------