{
  "id": 248448,
  "title": "Missing awardPlayerTeamId in award.csv and train.csv's award. WHY?",
  "url": "/competitions/mlb-player-digital-engagement-forecasting/discussion/248448",
  "author_name": "Quvotha",
  "post_date": "2021-06-23T15:10:21.800000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>If you execute this python code,</p>\n<pre><code>awards = pd.read_csv('/kaggle/input/mlb-player-digital-engagement-forecasting/awards.csv')\nawards[awards.awardPlayerTeamId.isnull()]  # show rows if `awardPlayerTeamId` is missing!\n</code></pre>\n<p>then you'll see following results.</p>\n<table>\n<thead>\n<tr>\n<th></th>\n<th>awardDate</th>\n<th>awardSeason</th>\n<th>awardId</th>\n<th>awardName</th>\n<th>playerId</th>\n<th>playerName</th>\n<th>awardPlayerTeamId</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>517</td>\n<td>2017-09-13</td>\n<td>2017</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>660670</td>\n<td>Ronald Acuna Jr.</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>518</td>\n<td>2017-09-13</td>\n<td>2017</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>641541</td>\n<td>Jon Duplantier</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>735</td>\n<td>2017-08-22</td>\n<td>2017</td>\n<td>CALPOY</td>\n<td>CAL Pitcher-of-the-Year</td>\n<td>663734</td>\n<td>Nick Neidert</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2039</td>\n<td>2016-09-13</td>\n<td>2016</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>608324</td>\n<td>Alex Bregman</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2040</td>\n<td>2016-09-13</td>\n<td>2016</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>607192</td>\n<td>Tyler Glasnow</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>3566</td>\n<td>2015-09-13</td>\n<td>2015</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>656941</td>\n<td>Kyle Schwarber</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>3567</td>\n<td>2015-09-13</td>\n<td>2015</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>605483</td>\n<td>Blake Snell</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>4943</td>\n<td>2014-09-13</td>\n<td>2014</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>592178</td>\n<td>Kris Bryant</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>4944</td>\n<td>2014-09-13</td>\n<td>2014</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>607192</td>\n<td>Tyler Glasnow</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>6297</td>\n<td>2013-09-13</td>\n<td>2013</td>\n<td>BAAAXAS</td>\n<td>Baseball America Double-A All-Star</td>\n<td>543305</td>\n<td>Aaron Hicks</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>8632</td>\n<td>2011-07-09</td>\n<td>2011</td>\n<td>FUTURES</td>\n<td>Futures Game Selection</td>\n<td>545361</td>\n<td>Mike Trout</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>11168</td>\n<td>2004-09-01</td>\n<td>2004</td>\n<td>PIOMVP</td>\n<td>PIO Most Valuable Player</td>\n<td>446481</td>\n<td>Sean Rodriguez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>11169</td>\n<td>2004-09-01</td>\n<td>2004</td>\n<td>PIOPSAS</td>\n<td>PIO Post-Season All-Star</td>\n<td>446481</td>\n<td>Sean Rodriguez</td>\n<td>nan</td>\n</tr>\n</tbody>\n</table>\n<p>Why these 13 rows have missing <code>awardPlayerTeamId</code>? I had already read data descreption in <a href=\"https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/data\" target=\"_blank\">competition page</a>, but I couldn't understand why. Additionally, the same thing also happens in 31 rows of unpacked <code>award</code> column of train.csv.  </p>\n<table>\n<thead>\n<tr>\n<th></th>\n<th>awardId</th>\n<th>awardName</th>\n<th>awardDate</th>\n<th>awardSeason</th>\n<th>playerId</th>\n<th>playerName</th>\n<th>awardPlayerTeamId</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1748</td>\n<td>AFLHOF</td>\n<td>AFL Hall of Fame Member</td>\n<td>2018-08-25 00:00:00</td>\n<td>2018</td>\n<td>427362</td>\n<td>Jeff Nelson</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1749</td>\n<td>AFLHOF</td>\n<td>AFL Hall of Fame Member</td>\n<td>2018-08-25 00:00:00</td>\n<td>2018</td>\n<td>427019</td>\n<td>Ted Barrett</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1982</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>2018-09-07 00:00:00</td>\n<td>2018</td>\n<td>656302</td>\n<td>Dylan Cease</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1983</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>2018-09-07 00:00:00</td>\n<td>2018</td>\n<td>665489</td>\n<td>Vladimir Guerrero Jr.</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2300</td>\n<td>MIKECOOL</td>\n<td>Mike Coolbaugh Award</td>\n<td>2018-10-05 00:00:00</td>\n<td>2018</td>\n<td>565405</td>\n<td>Steven Turco</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5556</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>665829</td>\n<td>Luis Leon</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5557</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>552640</td>\n<td>Andrew Kittredge</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5558</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>657746</td>\n<td>Joe Ryan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5559</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>674681</td>\n<td>Michael Plassmeyer</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5560</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>663993</td>\n<td>Nate Lowe</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5561</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>660644</td>\n<td>Vidal Brujan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5562</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>670712</td>\n<td>Mike Brosseau</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5563</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>677551</td>\n<td>Wander Franco</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5564</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>642221</td>\n<td>Kean Wong</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5565</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>664954</td>\n<td>Brett Sullivan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5566</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>666139</td>\n<td>Josh Lowe</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5567</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>670156</td>\n<td>Miles Mastrobuoni</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5581</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>672386</td>\n<td>Alejandro Kirk</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5582</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>682448</td>\n<td>Jackson Rees</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5583</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>680765</td>\n<td>Joey Murray</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5584</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>680430</td>\n<td>Nick Allgeyer</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5585</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>660857</td>\n<td>Yorman Rodriguez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5586</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>669289</td>\n<td>Santiago Espinal</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5587</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>623182</td>\n<td>Patrick Kivlehan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5588</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>672640</td>\n<td>Otto Lopez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5589</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>542992</td>\n<td>Andy Burns</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5590</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>665052</td>\n<td>Griffin Conine</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5591</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>663545</td>\n<td>Reggie Pruitt</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5592</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>593647</td>\n<td>Socrates Brito</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5646</td>\n<td>MLBHOF</td>\n<td>Hall Of Fame</td>\n<td>2020-07-26 00:00:00</td>\n<td>2020</td>\n<td>692968</td>\n<td>Marvin Miller</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5722</td>\n<td>MLBPCCFA</td>\n<td>MLB Players Choice Curt Flood Award</td>\n<td>2020-10-22 00:00:00</td>\n<td>2020</td>\n<td>113151</td>\n<td>Andre Dawson</td>\n<td>nan</td>\n</tr>\n</tbody>\n</table>\n<p>Do you know why this happens? Just a data quality problem? Could you please share the reason?</p>",
  "messages": [
    {
      "id": 1362681,
      "postDate": "2021-06-23T15:10:21.800Z",
      "content": "<p>If you execute this python code,</p>\n<pre><code>awards = pd.read_csv('/kaggle/input/mlb-player-digital-engagement-forecasting/awards.csv')\nawards[awards.awardPlayerTeamId.isnull()]  # show rows if `awardPlayerTeamId` is missing!\n</code></pre>\n<p>then you'll see following results.</p>\n<table>\n<thead>\n<tr>\n<th></th>\n<th>awardDate</th>\n<th>awardSeason</th>\n<th>awardId</th>\n<th>awardName</th>\n<th>playerId</th>\n<th>playerName</th>\n<th>awardPlayerTeamId</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>517</td>\n<td>2017-09-13</td>\n<td>2017</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>660670</td>\n<td>Ronald Acuna Jr.</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>518</td>\n<td>2017-09-13</td>\n<td>2017</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>641541</td>\n<td>Jon Duplantier</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>735</td>\n<td>2017-08-22</td>\n<td>2017</td>\n<td>CALPOY</td>\n<td>CAL Pitcher-of-the-Year</td>\n<td>663734</td>\n<td>Nick Neidert</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2039</td>\n<td>2016-09-13</td>\n<td>2016</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>608324</td>\n<td>Alex Bregman</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2040</td>\n<td>2016-09-13</td>\n<td>2016</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>607192</td>\n<td>Tyler Glasnow</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>3566</td>\n<td>2015-09-13</td>\n<td>2015</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>656941</td>\n<td>Kyle Schwarber</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>3567</td>\n<td>2015-09-13</td>\n<td>2015</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>605483</td>\n<td>Blake Snell</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>4943</td>\n<td>2014-09-13</td>\n<td>2014</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>592178</td>\n<td>Kris Bryant</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>4944</td>\n<td>2014-09-13</td>\n<td>2014</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>607192</td>\n<td>Tyler Glasnow</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>6297</td>\n<td>2013-09-13</td>\n<td>2013</td>\n<td>BAAAXAS</td>\n<td>Baseball America Double-A All-Star</td>\n<td>543305</td>\n<td>Aaron Hicks</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>8632</td>\n<td>2011-07-09</td>\n<td>2011</td>\n<td>FUTURES</td>\n<td>Futures Game Selection</td>\n<td>545361</td>\n<td>Mike Trout</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>11168</td>\n<td>2004-09-01</td>\n<td>2004</td>\n<td>PIOMVP</td>\n<td>PIO Most Valuable Player</td>\n<td>446481</td>\n<td>Sean Rodriguez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>11169</td>\n<td>2004-09-01</td>\n<td>2004</td>\n<td>PIOPSAS</td>\n<td>PIO Post-Season All-Star</td>\n<td>446481</td>\n<td>Sean Rodriguez</td>\n<td>nan</td>\n</tr>\n</tbody>\n</table>\n<p>Why these 13 rows have missing <code>awardPlayerTeamId</code>? I had already read data descreption in <a href=\"https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/data\" target=\"_blank\">competition page</a>, but I couldn't understand why. Additionally, the same thing also happens in 31 rows of unpacked <code>award</code> column of train.csv.  </p>\n<table>\n<thead>\n<tr>\n<th></th>\n<th>awardId</th>\n<th>awardName</th>\n<th>awardDate</th>\n<th>awardSeason</th>\n<th>playerId</th>\n<th>playerName</th>\n<th>awardPlayerTeamId</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1748</td>\n<td>AFLHOF</td>\n<td>AFL Hall of Fame Member</td>\n<td>2018-08-25 00:00:00</td>\n<td>2018</td>\n<td>427362</td>\n<td>Jeff Nelson</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1749</td>\n<td>AFLHOF</td>\n<td>AFL Hall of Fame Member</td>\n<td>2018-08-25 00:00:00</td>\n<td>2018</td>\n<td>427019</td>\n<td>Ted Barrett</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1982</td>\n<td>PIPELINEPOY</td>\n<td>MLBPipeline.com Pitcher of the Year</td>\n<td>2018-09-07 00:00:00</td>\n<td>2018</td>\n<td>656302</td>\n<td>Dylan Cease</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>1983</td>\n<td>PIPELINEHOY</td>\n<td>MLBPipeline.com Hitter of the Year</td>\n<td>2018-09-07 00:00:00</td>\n<td>2018</td>\n<td>665489</td>\n<td>Vladimir Guerrero Jr.</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>2300</td>\n<td>MIKECOOL</td>\n<td>Mike Coolbaugh Award</td>\n<td>2018-10-05 00:00:00</td>\n<td>2018</td>\n<td>565405</td>\n<td>Steven Turco</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5556</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>665829</td>\n<td>Luis Leon</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5557</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>552640</td>\n<td>Andrew Kittredge</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5558</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>657746</td>\n<td>Joe Ryan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5559</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>674681</td>\n<td>Michael Plassmeyer</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5560</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>663993</td>\n<td>Nate Lowe</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5561</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>660644</td>\n<td>Vidal Brujan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5562</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>670712</td>\n<td>Mike Brosseau</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5563</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>677551</td>\n<td>Wander Franco</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5564</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>642221</td>\n<td>Kean Wong</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5565</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>664954</td>\n<td>Brett Sullivan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5566</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>666139</td>\n<td>Josh Lowe</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5567</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-13 00:00:00</td>\n<td>2019</td>\n<td>670156</td>\n<td>Miles Mastrobuoni</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5581</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>672386</td>\n<td>Alejandro Kirk</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5582</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>682448</td>\n<td>Jackson Rees</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5583</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>680765</td>\n<td>Joey Murray</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5584</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>680430</td>\n<td>Nick Allgeyer</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5585</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>660857</td>\n<td>Yorman Rodriguez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5586</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>669289</td>\n<td>Santiago Espinal</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5587</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>623182</td>\n<td>Patrick Kivlehan</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5588</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>672640</td>\n<td>Otto Lopez</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5589</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>542992</td>\n<td>Andy Burns</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5590</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>665052</td>\n<td>Griffin Conine</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5591</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>663545</td>\n<td>Reggie Pruitt</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5592</td>\n<td>MILBORGAS</td>\n<td>MiLB.com Organization All-Star</td>\n<td>2019-12-18 00:00:00</td>\n<td>2019</td>\n<td>593647</td>\n<td>Socrates Brito</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5646</td>\n<td>MLBHOF</td>\n<td>Hall Of Fame</td>\n<td>2020-07-26 00:00:00</td>\n<td>2020</td>\n<td>692968</td>\n<td>Marvin Miller</td>\n<td>nan</td>\n</tr>\n<tr>\n<td>5722</td>\n<td>MLBPCCFA</td>\n<td>MLB Players Choice Curt Flood Award</td>\n<td>2020-10-22 00:00:00</td>\n<td>2020</td>\n<td>113151</td>\n<td>Andre Dawson</td>\n<td>nan</td>\n</tr>\n</tbody>\n</table>\n<p>Do you know why this happens? Just a data quality problem? Could you please share the reason?</p>",
      "rawMarkdown": "If you execute this python code,\n\n```\nawards = pd.read_csv('/kaggle/input/mlb-player-digital-engagement-forecasting/awards.csv')\nawards[awards.awardPlayerTeamId.isnull()]  # show rows if `awardPlayerTeamId` is missing!\n```\n\nthen you'll see following results.\n\n|       | awardDate   |   awardSeason | awardId     | awardName                           |   playerId | playerName       |   awardPlayerTeamId |\n|------:|:------------|--------------:|:------------|:------------------------------------|-----------:|:-----------------|--------------------:|\n|   517 | 2017-09-13  |          2017 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     660670 | Ronald Acuna Jr. |                 nan |\n|   518 | 2017-09-13  |          2017 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     641541 | Jon Duplantier   |                 nan |\n|   735 | 2017-08-22  |          2017 | CALPOY      | CAL Pitcher-of-the-Year             |     663734 | Nick Neidert     |                 nan |\n|  2039 | 2016-09-13  |          2016 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     608324 | Alex Bregman     |                 nan |\n|  2040 | 2016-09-13  |          2016 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     607192 | Tyler Glasnow    |                 nan |\n|  3566 | 2015-09-13  |          2015 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     656941 | Kyle Schwarber   |                 nan |\n|  3567 | 2015-09-13  |          2015 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     605483 | Blake Snell      |                 nan |\n|  4943 | 2014-09-13  |          2014 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     592178 | Kris Bryant      |                 nan |\n|  4944 | 2014-09-13  |          2014 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     607192 | Tyler Glasnow    |                 nan |\n|  6297 | 2013-09-13  |          2013 | BAAAXAS     | Baseball America Double-A All-Star  |     543305 | Aaron Hicks      |                 nan |\n|  8632 | 2011-07-09  |          2011 | FUTURES     | Futures Game Selection              |     545361 | Mike Trout       |                 nan |\n| 11168 | 2004-09-01  |          2004 | PIOMVP      | PIO Most Valuable Player            |     446481 | Sean Rodriguez   |                 nan |\n| 11169 | 2004-09-01  |          2004 | PIOPSAS     | PIO Post-Season All-Star            |     446481 | Sean Rodriguez   |                 nan |\n\nWhy these 13 rows have missing `awardPlayerTeamId`? I had already read data descreption in [competition page](https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/data), but I couldn't understand why. Additionally, the same thing also happens in 31 rows of unpacked `award` column of train.csv.  \n\n|      | awardId     | awardName                           | awardDate           |   awardSeason |   playerId | playerName            |   awardPlayerTeamId |\n|-----:|:------------|:------------------------------------|:--------------------|--------------:|-----------:|:----------------------|--------------------:|\n| 1748 | AFLHOF      | AFL Hall of Fame Member             | 2018-08-25 00:00:00 |          2018 |     427362 | Jeff Nelson           |                 nan |\n| 1749 | AFLHOF      | AFL Hall of Fame Member             | 2018-08-25 00:00:00 |          2018 |     427019 | Ted Barrett           |                 nan |\n| 1982 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year | 2018-09-07 00:00:00 |          2018 |     656302 | Dylan Cease           |                 nan |\n| 1983 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  | 2018-09-07 00:00:00 |          2018 |     665489 | Vladimir Guerrero Jr. |                 nan |\n| 2300 | MIKECOOL    | Mike Coolbaugh Award                | 2018-10-05 00:00:00 |          2018 |     565405 | Steven Turco          |                 nan |\n| 5556 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     665829 | Luis Leon             |                 nan |\n| 5557 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     552640 | Andrew Kittredge      |                 nan |\n| 5558 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     657746 | Joe Ryan              |                 nan |\n| 5559 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     674681 | Michael Plassmeyer    |                 nan |\n| 5560 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     663993 | Nate Lowe             |                 nan |\n| 5561 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     660644 | Vidal Brujan          |                 nan |\n| 5562 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     670712 | Mike Brosseau         |                 nan |\n| 5563 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     677551 | Wander Franco         |                 nan |\n| 5564 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     642221 | Kean Wong             |                 nan |\n| 5565 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     664954 | Brett Sullivan        |                 nan |\n| 5566 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     666139 | Josh Lowe             |                 nan |\n| 5567 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     670156 | Miles Mastrobuoni     |                 nan |\n| 5581 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     672386 | Alejandro Kirk        |                 nan |\n| 5582 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     682448 | Jackson Rees          |                 nan |\n| 5583 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     680765 | Joey Murray           |                 nan |\n| 5584 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     680430 | Nick Allgeyer         |                 nan |\n| 5585 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     660857 | Yorman Rodriguez      |                 nan |\n| 5586 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     669289 | Santiago Espinal      |                 nan |\n| 5587 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     623182 | Patrick Kivlehan      |                 nan |\n| 5588 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     672640 | Otto Lopez            |                 nan |\n| 5589 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     542992 | Andy Burns            |                 nan |\n| 5590 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     665052 | Griffin Conine        |                 nan |\n| 5591 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     663545 | Reggie Pruitt         |                 nan |\n| 5592 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     593647 | Socrates Brito        |                 nan |\n| 5646 | MLBHOF      | Hall Of Fame                        | 2020-07-26 00:00:00 |          2020 |     692968 | Marvin Miller         |                 nan |\n| 5722 | MLBPCCFA    | MLB Players Choice Curt Flood Award | 2020-10-22 00:00:00 |          2020 |     113151 | Andre Dawson          |                 nan |\n\nDo you know why this happens? Just a data quality problem? Could you please share the reason?",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1362681": "If you execute this python code,\n\n```\nawards = pd.read_csv('/kaggle/input/mlb-player-digital-engagement-forecasting/awards.csv')\nawards[awards.awardPlayerTeamId.isnull()]  # show rows if `awardPlayerTeamId` is missing!\n```\n\nthen you'll see following results.\n\n|       | awardDate   |   awardSeason | awardId     | awardName                           |   playerId | playerName       |   awardPlayerTeamId |\n|------:|:------------|--------------:|:------------|:------------------------------------|-----------:|:-----------------|--------------------:|\n|   517 | 2017-09-13  |          2017 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     660670 | Ronald Acuna Jr. |                 nan |\n|   518 | 2017-09-13  |          2017 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     641541 | Jon Duplantier   |                 nan |\n|   735 | 2017-08-22  |          2017 | CALPOY      | CAL Pitcher-of-the-Year             |     663734 | Nick Neidert     |                 nan |\n|  2039 | 2016-09-13  |          2016 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     608324 | Alex Bregman     |                 nan |\n|  2040 | 2016-09-13  |          2016 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     607192 | Tyler Glasnow    |                 nan |\n|  3566 | 2015-09-13  |          2015 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     656941 | Kyle Schwarber   |                 nan |\n|  3567 | 2015-09-13  |          2015 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     605483 | Blake Snell      |                 nan |\n|  4943 | 2014-09-13  |          2014 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  |     592178 | Kris Bryant      |                 nan |\n|  4944 | 2014-09-13  |          2014 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year |     607192 | Tyler Glasnow    |                 nan |\n|  6297 | 2013-09-13  |          2013 | BAAAXAS     | Baseball America Double-A All-Star  |     543305 | Aaron Hicks      |                 nan |\n|  8632 | 2011-07-09  |          2011 | FUTURES     | Futures Game Selection              |     545361 | Mike Trout       |                 nan |\n| 11168 | 2004-09-01  |          2004 | PIOMVP      | PIO Most Valuable Player            |     446481 | Sean Rodriguez   |                 nan |\n| 11169 | 2004-09-01  |          2004 | PIOPSAS     | PIO Post-Season All-Star            |     446481 | Sean Rodriguez   |                 nan |\n\nWhy these 13 rows have missing `awardPlayerTeamId`? I had already read data descreption in [competition page](https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/data), but I couldn't understand why. Additionally, the same thing also happens in 31 rows of unpacked `award` column of train.csv.  \n\n|      | awardId     | awardName                           | awardDate           |   awardSeason |   playerId | playerName            |   awardPlayerTeamId |\n|-----:|:------------|:------------------------------------|:--------------------|--------------:|-----------:|:----------------------|--------------------:|\n| 1748 | AFLHOF      | AFL Hall of Fame Member             | 2018-08-25 00:00:00 |          2018 |     427362 | Jeff Nelson           |                 nan |\n| 1749 | AFLHOF      | AFL Hall of Fame Member             | 2018-08-25 00:00:00 |          2018 |     427019 | Ted Barrett           |                 nan |\n| 1982 | PIPELINEPOY | MLBPipeline.com Pitcher of the Year | 2018-09-07 00:00:00 |          2018 |     656302 | Dylan Cease           |                 nan |\n| 1983 | PIPELINEHOY | MLBPipeline.com Hitter of the Year  | 2018-09-07 00:00:00 |          2018 |     665489 | Vladimir Guerrero Jr. |                 nan |\n| 2300 | MIKECOOL    | Mike Coolbaugh Award                | 2018-10-05 00:00:00 |          2018 |     565405 | Steven Turco          |                 nan |\n| 5556 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     665829 | Luis Leon             |                 nan |\n| 5557 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     552640 | Andrew Kittredge      |                 nan |\n| 5558 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     657746 | Joe Ryan              |                 nan |\n| 5559 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     674681 | Michael Plassmeyer    |                 nan |\n| 5560 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     663993 | Nate Lowe             |                 nan |\n| 5561 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     660644 | Vidal Brujan          |                 nan |\n| 5562 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     670712 | Mike Brosseau         |                 nan |\n| 5563 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     677551 | Wander Franco         |                 nan |\n| 5564 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     642221 | Kean Wong             |                 nan |\n| 5565 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     664954 | Brett Sullivan        |                 nan |\n| 5566 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     666139 | Josh Lowe             |                 nan |\n| 5567 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-13 00:00:00 |          2019 |     670156 | Miles Mastrobuoni     |                 nan |\n| 5581 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     672386 | Alejandro Kirk        |                 nan |\n| 5582 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     682448 | Jackson Rees          |                 nan |\n| 5583 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     680765 | Joey Murray           |                 nan |\n| 5584 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     680430 | Nick Allgeyer         |                 nan |\n| 5585 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     660857 | Yorman Rodriguez      |                 nan |\n| 5586 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     669289 | Santiago Espinal      |                 nan |\n| 5587 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     623182 | Patrick Kivlehan      |                 nan |\n| 5588 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     672640 | Otto Lopez            |                 nan |\n| 5589 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     542992 | Andy Burns            |                 nan |\n| 5590 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     665052 | Griffin Conine        |                 nan |\n| 5591 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     663545 | Reggie Pruitt         |                 nan |\n| 5592 | MILBORGAS   | MiLB.com Organization All-Star      | 2019-12-18 00:00:00 |          2019 |     593647 | Socrates Brito        |                 nan |\n| 5646 | MLBHOF      | Hall Of Fame                        | 2020-07-26 00:00:00 |          2020 |     692968 | Marvin Miller         |                 nan |\n| 5722 | MLBPCCFA    | MLB Players Choice Curt Flood Award | 2020-10-22 00:00:00 |          2020 |     113151 | Andre Dawson          |                 nan |\n\nDo you know why this happens? Just a data quality problem? Could you please share the reason?"
  }
}