Sample Data

Sample records from all of our dataset products are in the format:

        (PlayerID, GameDate, RunningTotalOfOtherPlayers)

        where

"PlayerID" is the MLB player's Retrosheet PlayerID (which can be associated with other unique identifiers of the player such as the player's LahmanID)

        and

"GameDate" is the date of the regular season MLB game in which the player appeared on the team roster and is in the format "yyyymmdd"

        and

"RunningTotalOfOtherPlayers" refers to one of the following four terms:

        "UniqueStartingPlayersPlayedWith"
        "UniqueStartingPlayersPlayedAgainst"
        "AllStartingPlayersPlayedWith"
        "AllStartingPlayersPlayedAgainst"

depending on which datafile is being viewed.

Looking at just one example out of the thousands of Major League Baseball players whose names appeared on a regular season gameday roster for a MLB team since 1914, the MLB player Dan Gladden has a Retrosheet PlayerID of "gladd001" and a LahmanID of "5166".  The complete set of MLB Dataset #1 records for Mr. Gladden is displayed below showing the running total of the unique number of other MLB starting players he appeared with on a regular gameday roster, up through each of the regular season gameday rosters on which he appeared.  From the records displayed below, Mr. Gladden's unique teammate analysis can be read as:

On his first ever game in MLB on September 5th, 1983, Mr. Gladden took the field with a running total of 8 MLB starting players he had never played with before.  As this was his first ever MLB game, every one of the 8 other starters on that gameday roster was new to him.

On his second game in MLB on September 8th, 1983, Mr. Gladden took the field with a running total of 12 MLB starting players he had never played with before.  This means that there were 4 MLB starters on this regular season gameday roster that did not appear on the regular season gameday roster of his prior (first) MLB game.

On his third game in MLB on September 9th, 1983, Mr. Gladden took the field with a running total of 15 MLB starting players he had never played with before.  This means that there was 1 MLB starter on this (his third) regular season gameday roster that did not appear on the regular season gameday starting rosters of either his prior (first or second) MLB games.

This process can be repeated through the rest of Mr. Gladden's regular season MLB career.  There are gamedates where Mr. Gladden's running total of unique other MLB starting players played with does not increment from the previous record (gameday).  On these dates, Mr. Gladden appeared on that gameday roster, but he had already played with the other MLB starting players who appeared with him on that particular gameday roster.  Therefore, his running total of unique other starting players played with did not increment.

The very last record in this set of records from our dataset (for sale as "MLB Dataset 1") tells us that on October 3rd, 1993, Mr. Gladden played his last regular season game in MLB.  At that point in time he had played with a total of 130 different MLB starting players.  One can also see from the 10th from last record in this dataset, that on September 15th, 1993, Mr. Gladden played with the last unique MLB starting player he ever started with, raising his total number of unique starting players played with from 129 to his final grand total of unique other starting players played with of 130.

 

Another interesting and useful result that can be calculated from our datasets is the total number of regular season games in which each MLB player has started.  In this example, it can quickly be calculated that Mr. Gladden started in 1056 regular season games.

Mr. Gladden's complete set of "MLB Dataset #1" records follows.


gladd001, 19830905, 8
gladd001, 19830908, 12
gladd001, 19830909, 15
gladd001, 19830910, 15
gladd001, 19830911, 19
gladd001, 19830913, 21
gladd001, 19830914, 21
gladd001, 19830919, 22
gladd001, 19830920, 23
gladd001, 19830921, 23
gladd001, 19830923, 23
gladd001, 19830924, 23
gladd001, 19830928, 23
gladd001, 19830929, 23
gladd001, 19831001, 23
gladd001, 19831002, 23
gladd001, 19840626, 25
gladd001, 19840627, 25
gladd001, 19840628, 26
gladd001, 19840629, 27
gladd001, 19840630, 29
gladd001, 19840701, 29
gladd001, 19840703, 29
gladd001, 19840704, 30
gladd001, 19840705, 30
gladd001, 19840706, 30
gladd001, 19840707, 30
gladd001, 19840708, 30
gladd001, 19840712, 31
gladd001, 19840713, 31
gladd001, 19840718, 31
gladd001, 19840719, 31
gladd001, 19840720, 31
gladd001, 19840721, 31
gladd001, 19840722, 31
gladd001, 19840724, 31
gladd001, 19840725, 31
gladd001, 19840726, 31
gladd001, 19840727, 31
gladd001, 19840728, 31
gladd001, 19840729, 31
gladd001, 19840731, 31
gladd001, 19840802, 31
gladd001, 19840803, 31
gladd001, 19840805, 31
gladd001, 19840806, 31
gladd001, 19840807, 31
gladd001, 19840808, 31
gladd001, 19840809, 31
gladd001, 19840810, 31
gladd001, 19840811, 31
gladd001, 19840812, 31
gladd001, 19840814, 31
gladd001, 19840817, 31
gladd001, 19840818, 31
gladd001, 19840819, 31
gladd001, 19840820, 31
gladd001, 19840821, 31
gladd001, 19840822, 32
gladd001, 19840824, 33
gladd001, 19840825, 34
gladd001, 19840826, 34
gladd001, 19840827, 34
gladd001, 19840828, 34
gladd001, 19840829, 34
gladd001, 19840830, 34
gladd001, 19840831, 34
gladd001, 19840901, 34
gladd001, 19840902, 34
gladd001, 19840903, 36
gladd001, 19840904, 36
gladd001, 19840905, 36
gladd001, 19840906, 37
gladd001, 19840907, 38
gladd001, 19840908, 38
gladd001, 19840909, 38
gladd001, 19840911, 38
gladd001, 19840912, 38
gladd001, 19840916, 38
gladd001, 19840917, 38
gladd001, 19840918, 38
gladd001, 19840919, 38
gladd001, 19840920, 38
gladd001, 19840921, 38
gladd001, 19840922, 38
gladd001, 19840923, 38
gladd001, 19840924, 38
gladd001, 19840925, 38
gladd001, 19840926, 38
gladd001, 19840928, 38
gladd001, 19840929, 38
gladd001, 19840930, 38
gladd001, 19850409, 39
gladd001, 19850410, 40
gladd001, 19850412, 40
gladd001, 19850413, 40
gladd001, 19850414, 42
gladd001, 19850415, 42
gladd001, 19850416, 42
gladd001, 19850418, 42
gladd001, 19850419, 42
gladd001, 19850420, 43
gladd001, 19850421, 43
gladd001, 19850422, 43
gladd001, 19850423, 43
gladd001, 19850424, 43
gladd001, 19850425, 43
gladd001, 19850426, 43
gladd001, 19850427, 43
gladd001, 19850428, 43
gladd001, 19850430, 43
gladd001, 19850501, 43
gladd001, 19850503, 43
gladd001, 19850504, 44
gladd001, 19850506, 44
gladd001, 19850507, 44
gladd001, 19850508, 44
gladd001, 19850509, 44
gladd001, 19850510, 44
gladd001, 19850511, 44
gladd001, 19850512, 44
gladd001, 19850514, 44
gladd001, 19850515, 44
gladd001, 19850517, 44
gladd001, 19850518, 44
gladd001, 19850519, 44
gladd001, 19850520, 44
gladd001, 19850521, 44
gladd001, 19850522, 44
gladd001, 19850524, 44
gladd001, 19850525, 44
gladd001, 19850526, 44
gladd001, 19850527, 44
gladd001, 19850529, 44
gladd001, 19850530, 44
gladd001, 19850531, 45
gladd001, 19850602, 46
gladd001, 19850603, 46
gladd001, 19850604, 46
gladd001, 19850605, 46
gladd001, 19850607, 46
gladd001, 19850609, 46
gladd001, 19850610, 46
gladd001, 19850611, 46
gladd001, 19850612, 46
gladd001, 19850613, 46
gladd001, 19850614, 46
gladd001, 19850615, 46
gladd001, 19850616, 46
gladd001, 19850622, 46
gladd001, 19850626, 46
gladd001, 19850627, 46
gladd001, 19850628, 46
gladd001, 19850629, 46
gladd001, 19850630, 46
gladd001, 19850701, 46
gladd001, 19850702, 46
gladd001, 19850704, 46
gladd001, 19850706, 46
gladd001, 19850707, 46
gladd001, 19850708, 46
gladd001, 19850712, 46
gladd001, 19850713, 46
gladd001, 19850714, 46
gladd001, 19850718, 46
gladd001, 19850719, 46
gladd001, 19850720, 47
gladd001, 19850721, 47
gladd001, 19850722, 47
gladd001, 19850723, 47
gladd001, 19850724, 47
gladd001, 19850725, 47
gladd001, 19850726, 47
gladd001, 19850727, 47
gladd001, 19850728, 47
gladd001, 19850729, 47
gladd001, 19850730, 47
gladd001, 19850804, 48
gladd001, 19850810, 48
gladd001, 19850811, 48
gladd001, 19850816, 48
gladd001, 19850817, 48
gladd001, 19850818, 48
gladd001, 19850820, 48
gladd001, 19850822, 48
gladd001, 19850825, 48
gladd001, 19850826, 48
gladd001, 19850829, 48
gladd001, 19850830, 48
gladd001, 19850910, 48
gladd001, 19850911, 51
gladd001, 19850917, 51
gladd001, 19850918, 51
gladd001, 19850919, 51
gladd001, 19850921, 51
gladd001, 19850922, 51
gladd001, 19850923, 51
gladd001, 19850924, 51
gladd001, 19850925, 52
gladd001, 19850927, 52
gladd001, 19850928, 52
gladd001, 19850930, 52
gladd001, 19851001, 52
gladd001, 19851002, 53
gladd001, 19851003, 53
gladd001, 19851004, 53
gladd001, 19851005, 53
gladd001, 19851006, 53
gladd001, 19860408, 55
gladd001, 19860409, 56
gladd001, 19860410, 56
gladd001, 19860411, 56
gladd001, 19860412, 56
gladd001, 19860413, 56
gladd001, 19860415, 57
gladd001, 19860416, 57
gladd001, 19860417, 57
gladd001, 19860418, 57
gladd001, 19860419, 57
gladd001, 19860420, 57
gladd001, 19860421, 57
gladd001, 19860422, 57
gladd001, 19860423, 57
gladd001, 19860425, 57
gladd001, 19860426, 57
gladd001, 19860427, 57
gladd001, 19860428, 57
gladd001, 19860430, 58
gladd001, 19860501, 58
gladd001, 19860502, 58
gladd001, 19860503, 58
gladd001, 19860504, 59
gladd001, 19860507, 59
gladd001, 19860508, 59
gladd001, 19860509, 59
gladd001, 19860510, 59
gladd001, 19860511, 59
gladd001, 19860513, 59
gladd001, 19860514, 59
gladd001, 19860517, 59
gladd001, 19860518, 59
gladd001, 19860520, 59
gladd001, 19860521, 59
gladd001, 19860522, 59
gladd001, 19860525, 60
gladd001, 19860527, 60
gladd001, 19860529, 61
gladd001, 19860531, 61
gladd001, 19860601, 61
gladd001, 19860603, 61
gladd001, 19860725, 62
gladd001, 19860726, 63
gladd001, 19860727, 63
gladd001, 19860728, 63
gladd001, 19860730, 64
gladd001, 19860731, 64
gladd001, 19860801, 64
gladd001, 19860802, 64
gladd001, 19860803, 65
gladd001, 19860805, 65
gladd001, 19860806, 65
gladd001, 19860808, 65
gladd001, 19860809, 65
gladd001, 19860811, 65
gladd001, 19860812, 65
gladd001, 19860813, 65
gladd001, 19860814, 65
gladd001, 19860815, 65
gladd001, 19860816, 65
gladd001, 19860817, 65
gladd001, 19860819, 65
gladd001, 19860820, 65
gladd001, 19860821, 65
gladd001, 19860822, 65
gladd001, 19860823, 65
gladd001, 19860824, 65
gladd001, 19860825, 65
gladd001, 19860826, 65
gladd001, 19860901, 66
gladd001, 19860902, 66
gladd001, 19860903, 66
gladd001, 19860904, 66
gladd001, 19860907, 66
gladd001, 19860911, 67
gladd001, 19860917, 67
gladd001, 19860921, 67
gladd001, 19860922, 67
gladd001, 19860923, 67
gladd001, 19860925, 67
gladd001, 19860927, 67
gladd001, 19870407, 75
gladd001, 19870412, 76
gladd001, 19870414, 79
gladd001, 19870415, 79
gladd001, 19870418, 79
gladd001, 19870422, 79
gladd001, 19870423, 79
gladd001, 19870426, 79
gladd001, 19870502, 79
gladd001, 19870503, 79
gladd001, 19870505, 79
gladd001, 19870506, 79
gladd001, 19870507, 79
gladd001, 19870508, 79
gladd001, 19870509, 79
gladd001, 19870511, 79
gladd001, 19870512, 79
gladd001, 19870515, 79
gladd001, 19870521, 80
gladd001, 19870522, 80
gladd001, 19870523, 80
gladd001, 19870524, 81
gladd001, 19870526, 81
gladd001, 19870527, 81
gladd001, 19870528, 81
gladd001, 19870529, 81
gladd001, 19870531, 81
gladd001, 19870601, 81
gladd001, 19870602, 81
gladd001, 19870603, 81
gladd001, 19870605, 81
gladd001, 19870606, 81
gladd001, 19870609, 81
gladd001, 19870610, 82
gladd001, 19870612, 82
gladd001, 19870613, 82
gladd001, 19870615, 82
gladd001, 19870616, 82
gladd001, 19870617, 82
gladd001, 19870619, 82
gladd001, 19870620, 82
gladd001, 19870621, 82
gladd001, 19870623, 82
gladd001, 19870624, 82
gladd001, 19870625, 82
gladd001, 19870626, 82
gladd001, 19870627, 82
gladd001, 19870629, 82
gladd001, 19870630, 82
gladd001, 19870701, 82
gladd001, 19870702, 82
gladd001, 19870703, 82
gladd001, 19870704, 82
gladd001, 19870705, 82
gladd001, 19870706, 82
gladd001, 19870707, 82
gladd001, 19870708, 82
gladd001, 19870709, 82
gladd001, 19870710, 82
gladd001, 19870712, 82
gladd001, 19870716, 82
gladd001, 19870717, 82
gladd001, 19870718, 82
gladd001, 19870719, 82
gladd001, 19870720, 82
gladd001, 19870721, 82
gladd001, 19870722, 82
gladd001, 19870723, 82
gladd001, 19870724, 82
gladd001, 19870725, 82
gladd001, 19870726, 82
gladd001, 19870727, 82
gladd001, 19870728, 82
gladd001, 19870729, 82
gladd001, 19870731, 82
gladd001, 19870801, 82
gladd001, 19870802, 82
gladd001, 19870805, 82
gladd001, 19870808, 82
gladd001, 19870811, 82
gladd001, 19870812, 82
gladd001, 19870815, 82
gladd001, 19870817, 82
gladd001, 19870820, 82
gladd001, 19870822, 82
gladd001, 19870823, 82
gladd001, 19870824, 82
gladd001, 19870913, 83
gladd001, 19870914, 83
gladd001, 19870916, 85
gladd001, 19870918, 85
gladd001, 19870920, 85
gladd001, 19870922, 85
gladd001, 19870923, 85
gladd001, 19870925, 85
gladd001, 19870926, 85
gladd001, 19870927, 85
gladd001, 19870928, 85
gladd001, 19870930, 85
gladd001, 19871002, 85
gladd001, 19871003, 85
gladd001, 19871004, 85
gladd001, 19880405, 85
gladd001, 19880406, 85
gladd001, 19880408, 85
gladd001, 19880409, 85
gladd001, 19880410, 85
gladd001, 19880412, 85
gladd001, 19880413, 85
gladd001, 19880416, 85
gladd001, 19880417, 85
gladd001, 19880418, 85
gladd001, 19880419, 85
gladd001, 19880420, 85
gladd001, 19880422, 85
gladd001, 19880423, 86
gladd001, 19880424, 86
gladd001, 19880426, 86
gladd001, 19880427, 86
gladd001, 19880429, 86
gladd001, 19880430, 86
gladd001, 19880501, 86
gladd001, 19880502, 86
gladd001, 19880503, 86
gladd001, 19880506, 86
gladd001, 19880507, 86
gladd001, 19880508, 86
gladd001, 19880509, 86
gladd001, 19880510, 86
gladd001, 19880513, 86
gladd001, 19880514, 86
gladd001, 19880515, 86
gladd001, 19880517, 86
gladd001, 19880518, 86
gladd001, 19880519, 86
gladd001, 19880521, 86
gladd001, 19880522, 86
gladd001, 19880523, 86
gladd001, 19880524, 86
gladd001, 19880525, 86
gladd001, 19880527, 86
gladd001, 19880528, 86
gladd001, 19880529, 87
gladd001, 19880530, 87
gladd001, 19880531, 87
gladd001, 19880601, 87
gladd001, 19880603, 87
gladd001, 19880604, 87
gladd001, 19880606, 87
gladd001, 19880607, 87
gladd001, 19880608, 87
gladd001, 19880609, 87
gladd001, 19880610, 87
gladd001, 19880611, 87
gladd001, 19880613, 87
gladd001, 19880614, 87
gladd001, 19880615, 87
gladd001, 19880617, 88
gladd001, 19880619, 88
gladd001, 19880620, 88
gladd001, 19880621, 88
gladd001, 19880622, 88
gladd001, 19880624, 88
gladd001, 19880625, 88
gladd001, 19880626, 89
gladd001, 19880627, 89
gladd001, 19880628, 89
gladd001, 19880629, 89
gladd001, 19880701, 89
gladd001, 19880702, 89
gladd001, 19880704, 89
gladd001, 19880705, 89
gladd001, 19880706, 89
gladd001, 19880708, 89
gladd001, 19880709, 89
gladd001, 19880714, 89
gladd001, 19880715, 89
gladd001, 19880716, 89
gladd001, 19880717, 89
gladd001, 19880718, 89
gladd001, 19880720, 89
gladd001, 19880722, 89
gladd001, 19880723, 89
gladd001, 19880725, 89
gladd001, 19880726, 89
gladd001, 19880727, 89
gladd001, 19880729, 89
gladd001, 19880731, 89
gladd001, 19880801, 89
gladd001, 19880803, 89
gladd001, 19880804, 89
gladd001, 19880805, 89
gladd001, 19880806, 89
gladd001, 19880808, 89
gladd001, 19880809, 90
gladd001, 19880810, 90
gladd001, 19880812, 90
gladd001, 19880813, 90
gladd001, 19880814, 90
gladd001, 19880815, 90
gladd001, 19880816, 90
gladd001, 19880817, 90
gladd001, 19880818, 90
gladd001, 19880819, 90
gladd001, 19880820, 90
gladd001, 19880821, 90
gladd001, 19880822, 90
gladd001, 19880823, 90
gladd001, 19880824, 90
gladd001, 19880826, 90
gladd001, 19880828, 90
gladd001, 19880829, 90
gladd001, 19880831, 90
gladd001, 19880901, 90
gladd001, 19880902, 90
gladd001, 19880903, 90
gladd001, 19880904, 90
gladd001, 19880906, 91
gladd001, 19880907, 91
gladd001, 19880909, 91
gladd001, 19880910, 91
gladd001, 19880911, 91
gladd001, 19880913, 91
gladd001, 19880914, 91
gladd001, 19880917, 91
gladd001, 19880918, 91
gladd001, 19880920, 91
gladd001, 19880923, 91
gladd001, 19880924, 91
gladd001, 19880925, 91
gladd001, 19880927, 91
gladd001, 19880928, 91
gladd001, 19880929, 91
gladd001, 19880930, 91
gladd001, 19881002, 91
gladd001, 19890404, 93
gladd001, 19890405, 93
gladd001, 19890406, 93
gladd001, 19890407, 93
gladd001, 19890408, 93
gladd001, 19890409, 93
gladd001, 19890411, 93
gladd001, 19890414, 93
gladd001, 19890416, 93
gladd001, 19890418, 93
gladd001, 19890422, 93
gladd001, 19890423, 93
gladd001, 19890424, 93
gladd001, 19890425, 93
gladd001, 19890426, 93
gladd001, 19890428, 93
gladd001, 19890429, 93
gladd001, 19890430, 93
gladd001, 19890501, 93
gladd001, 19890502, 93
gladd001, 19890503, 93
gladd001, 19890504, 93
gladd001, 19890505, 93
gladd001, 19890507, 93
gladd001, 19890508, 93
gladd001, 19890509, 93
gladd001, 19890512, 93
gladd001, 19890514, 93
gladd001, 19890515, 93
gladd001, 19890516, 93
gladd001, 19890517, 93
gladd001, 19890518, 93
gladd001, 19890519, 93
gladd001, 19890520, 93
gladd001, 19890521, 94
gladd001, 19890522, 94
gladd001, 19890523, 94
gladd001, 19890524, 94
gladd001, 19890526, 94
gladd001, 19890527, 94
gladd001, 19890529, 94
gladd001, 19890531, 94
gladd001, 19890602, 94
gladd001, 19890603, 94
gladd001, 19890604, 94
gladd001, 19890605, 94
gladd001, 19890606, 94
gladd001, 19890609, 94
gladd001, 19890610, 94
gladd001, 19890613, 94
gladd001, 19890615, 94
gladd001, 19890616, 94
gladd001, 19890617, 94
gladd001, 19890618, 94
gladd001, 19890619, 94
gladd001, 19890620, 94
gladd001, 19890621, 94
gladd001, 19890622, 94
gladd001, 19890623, 94
gladd001, 19890624, 94
gladd001, 19890713, 95
gladd001, 19890714, 95
gladd001, 19890716, 95
gladd001, 19890807, 95
gladd001, 19890812, 95
gladd001, 19890813, 95
gladd001, 19890814, 95
gladd001, 19890815, 95
gladd001, 19890816, 95
gladd001, 19890818, 95
gladd001, 19890819, 95
gladd001, 19890820, 95
gladd001, 19890822, 95
gladd001, 19890823, 95
gladd001, 19890824, 95
gladd001, 19890825, 95
gladd001, 19890826, 95
gladd001, 19890827, 96
gladd001, 19890828, 96
gladd001, 19890829, 96
gladd001, 19890830, 96
gladd001, 19890831, 96
gladd001, 19890901, 96
gladd001, 19890902, 96
gladd001, 19890903, 96
gladd001, 19890904, 96
gladd001, 19890905, 96
gladd001, 19890906, 96
gladd001, 19890908, 96
gladd001, 19890909, 96
gladd001, 19890910, 98
gladd001, 19890911, 99
gladd001, 19890913, 99
gladd001, 19890914, 99
gladd001, 19890915, 99
gladd001, 19890916, 99
gladd001, 19890917, 99
gladd001, 19890918, 99
gladd001, 19890919, 99
gladd001, 19890920, 99
gladd001, 19890921, 99
gladd001, 19890922, 99
gladd001, 19890924, 99
gladd001, 19890925, 99
gladd001, 19890926, 99
gladd001, 19890927, 99
gladd001, 19890929, 99
gladd001, 19890930, 99
gladd001, 19891001, 99
gladd001, 19900409, 99
gladd001, 19900410, 99
gladd001, 19900411, 100
gladd001, 19900413, 101
gladd001, 19900414, 102
gladd001, 19900416, 102
gladd001, 19900417, 102
gladd001, 19900418, 102
gladd001, 19900420, 102
gladd001, 19900421, 102
gladd001, 19900422, 102
gladd001, 19900423, 102
gladd001, 19900424, 102
gladd001, 19900425, 102
gladd001, 19900427, 102
gladd001, 19900429, 102
gladd001, 19900501, 102
gladd001, 19900502, 102
gladd001, 19900503, 102
gladd001, 19900505, 102
gladd001, 19900506, 102
gladd001, 19900508, 102
gladd001, 19900509, 102
gladd001, 19900510, 102
gladd001, 19900511, 102
gladd001, 19900512, 102
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