basketball_all_time_sql_analysis-checkpoint.ipynb

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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Player</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Team</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Team_Attributes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Team_History</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Player_Attributes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Game_Officials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Game_Inactive_Players</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Team_Salary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Player_Salary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Draft</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Draft_Combine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Player_Photos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Player_Bios</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Game</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>News</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>News_Missing</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     name\n",
       "0                  Player\n",
       "1                    Team\n",
       "2         Team_Attributes\n",
       "3            Team_History\n",
       "4       Player_Attributes\n",
       "5          Game_Officials\n",
       "6   Game_Inactive_Players\n",
       "7             Team_Salary\n",
       "8           Player_Salary\n",
       "9                   Draft\n",
       "10          Draft_Combine\n",
       "11          Player_Photos\n",
       "12            Player_Bios\n",
       "13                   Game\n",
       "14                   News\n",
       "15           News_Missing"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import sqlite3 as sql\n",
    "\n",
    "# Load sqlite database \n",
    "db_path = r\"C:\\Users\\Usuario\\Desktop\\SQL_INITIATE\\basketball.sqlite\"\n",
    "\n",
    "conn = sql.connect(db_path)\n",
    "\n",
    "table = pd.read_sql_query(\"\"\"\n",
    "\n",
    "SELECT name\n",
    "FROM sqlite_master\n",
    "WHERE type = 'table'\n",
    "\n",
    "\"\"\", conn)\n",
    "\n",
    "table\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c9983fef",
   "metadata": {
    "scrolled": true
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   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>year</th>\n",
       "      <th>players_drafted</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1949</td>\n",
       "      <td>75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1950</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1951</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1952</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1953</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2016</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2017</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>2018</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>2019</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>2020</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    year  players_drafted\n",
       "0   1949               75\n",
       "1   1950              121\n",
       "2   1951               87\n",
       "3   1952              106\n",
       "4   1953              122\n",
       "..   ...              ...\n",
       "67  2016               60\n",
       "68  2017               60\n",
       "69  2018               60\n",
       "70  2019               60\n",
       "71  2020               60\n",
       "\n",
       "[72 rows x 2 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# A crucial ingredient in the \"All-time Greats debate\" (AKA GOATs) is the assumption that \n",
    "# players from the earlier generations of emerging NBA were of lower quality. \n",
    "# The term 'plumbers' is often used to refer to the contemporaries of the likes of Bill Russel, Wilt Chemberlain.\n",
    "# Let us start our analysis by comparing the number of drafts back then with today.\n",
    "\n",
    "# How many people were drafted back then compared to modern-age NBA?\n",
    "\n",
    "draft = pd.read_sql(\"\"\"\n",
    "\n",
    "SELECT CAST(yearDraft AS int) as year,\n",
    "COUNT (idPlayer) AS players_drafted\n",
    "FROM draft\n",
    "GROUP BY year\n",
    "ORDER BY year\n",
    "\n",
    "\"\"\", conn)\n",
    "\n",
    "pd.set_option('display.max_rows', 10)\n",
    "\n",
    "draft"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "17c042f0",
   "metadata": {},
   "outputs": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>year</th>\n",
       "      <th>players_drafted</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1949</td>\n",
       "      <td>75</td>\n",
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       "      <th>1</th>\n",
       "      <td>1950</td>\n",
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       "      <th>2</th>\n",
       "      <td>1951</td>\n",
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       "      <th>3</th>\n",
       "      <td>1952</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1953</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2016</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2017</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>2018</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>2019</td>\n",
       "      <td>60</td>\n",
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       "      <th>71</th>\n",
       "      <td>2020</td>\n",
       "      <td>60</td>\n",
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       "<p>72 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    year  players_drafted\n",
       "0   1949               75\n",
       "1   1950              121\n",
       "2   1951               87\n",
       "3   1952              106\n",
       "4   1953              122\n",
       "..   ...              ...\n",
       "67  2016               60\n",
       "68  2017               60\n",
       "69  2018               60\n",
       "70  2019               60\n",
       "71  2020               60\n",
       "\n",
       "[72 rows x 2 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# The following querry will return same result using the Window function:\n",
    "\n",
    "\n",
    "draft_test = pd.read_sql(\"\"\"\n",
    "\n",
    "SELECT DISTINCT CAST(yearDraft AS int) AS year,\n",
    "COUNT(idPlayer) OVER (PARTITION BY yearDraft) AS players_drafted\n",
    "FROM draft\n",
    "ORDER BY year\n",
    "\n",
    "\"\"\", conn)\n",
    "\n",
    "draft_test "
   ]
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  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e1765ceb",
   "metadata": {},
   "outputs": [],
   "source": []
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   "cell_type": "code",
   "execution_count": 8,
   "id": "c9f9f6f1",
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>decade</th>\n",
       "      <th>players_drafted</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>50s</td>\n",
       "      <td>1056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>60s</td>\n",
       "      <td>1312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>70s</td>\n",
       "      <td>1984</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>80s</td>\n",
       "      <td>1730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>90s</td>\n",
       "      <td>559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2000s</td>\n",
       "      <td>589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2010s</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2020s</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  decade  players_drafted\n",
       "0    50s             1056\n",
       "1    60s             1312\n",
       "2    70s             1984\n",
       "3    80s             1730\n",
       "4    90s              559\n",
       "5  2000s              589\n",
       "6  2010s              600\n",
       "7  2020s               60"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# The NBA community often thinks in (and focuses on) decades rather than years. \n",
    "\n",
    "# Let us get the total of players drafted per decade.\n",
    "\n",
    "# For the record, we are merging 1949 - third BAA draft - with the 50s.\n",
    "\n",
    "drafts_per_decade = pd.read_sql(\"\"\"\n",
    "\n",
    "SELECT \n",
    "CASE WHEN yearDRAFT BETWEEN 1949 AND 1959 THEN '50s'     \n",
    "WHEN yearDraft BETWEEN 1960 AND 1969 THEN '60s'\n",
    "WHEN yearDRAFT BETWEEN 1970 AND 1979 THEN '70s'\n",
    "WHEN yearDRAFT BETWEEN 1980 AND 1989 THEN '80s'\n",
    "WHEN yearDRAFT BETWEEN 1990 AND 1999 THEN '90s'\n",
    "WHEN yearDRAFT BETWEEN 2000 AND 2009 THEN '2000s'\n",
    "WHEN yearDRAFT BETWEEN 2010 AND 2019 THEN '2010s'\n",
    "WHEN yearDRAFT BETWEEN 2020 AND 2029 THEN '2020s'\n",
    "END AS decade,\n",
    "COUNT (idPlayer) AS players_drafted\n",
    "FROM draft\n",
    "GROUP BY decade\n",
    "ORDER BY yearDraft\n",
    "\n",
    "\"\"\", conn)\n",
    "\n",
    "drafts_per_decade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "50437fca",
   "metadata": {},
   "outputs": [],
   "source": [
    "# It seems indeed that the NBA filter has gone a long way: the NBA used to draft way more players before\n",
    "# the mid-80s than in modern era of basketball."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "4bfb0526",
   "metadata": {},
   "outputs": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>player_id</th>\n",
       "      <th>full_name</th>\n",
       "      <th>draft_year</th>\n",
       "      <th>position</th>\n",
       "      <th>drafted_from</th>\n",
       "      <th>drafted_by</th>\n",
       "      <th>current_team</th>\n",
       "      <th>salary_mil</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1628981</td>\n",
       "      <td>Bruno Fernando</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Maryland</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1628998</td>\n",
       "      <td>Cody Martin</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>North Carolina State</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1629035</td>\n",
       "      <td>Carsen Edwards</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Purdue</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1629048</td>\n",
       "      <td>Goga Bitadze</td>\n",
       "      <td>2019</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>KK Mega Leks</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>6.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1629060</td>\n",
       "      <td>Rui Hachimura</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Gonzaga</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>8.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1629346</td>\n",
       "      <td>Alen Smailagic</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Santa Cruz</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1629611</td>\n",
       "      <td>Terance Mann</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Florida State</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1629627</td>\n",
       "      <td>Zion Williamson</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>17.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1629628</td>\n",
       "      <td>RJ Barrett</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>14.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1629629</td>\n",
       "      <td>Cam Reddish</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>8.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1629630</td>\n",
       "      <td>Ja Morant</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Murray State</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>15.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1629631</td>\n",
       "      <td>De'Andre Hunter</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>12.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1629632</td>\n",
       "      <td>Coby White</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>9.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1629633</td>\n",
       "      <td>Jarrett Culver</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Texas Tech</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>10.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1629634</td>\n",
       "      <td>Brandon Clarke</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Gonzaga</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>6.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1629635</td>\n",
       "      <td>Sekou Doumbouya</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Limoges CSP</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>7.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1629636</td>\n",
       "      <td>Darius Garland</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Vanderbilt</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>11.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1629637</td>\n",
       "      <td>Jaxson Hayes</td>\n",
       "      <td>2019</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>9.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1629639</td>\n",
       "      <td>Tyler Herro</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>7.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1629640</td>\n",
       "      <td>Keldon Johnson</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>5.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1629641</td>\n",
       "      <td>Romeo Langford</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>7.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1629642</td>\n",
       "      <td>Nassir Little</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>6.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1629644</td>\n",
       "      <td>KZ Okpala</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1629647</td>\n",
       "      <td>Darius Bazley</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>6.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1629651</td>\n",
       "      <td>Nicolas Claxton</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Georgia</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1629655</td>\n",
       "      <td>Daniel Gafford</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Arkansas</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1629660</td>\n",
       "      <td>Ty Jerome</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>6.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1629661</td>\n",
       "      <td>Cameron Johnson</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>8.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1629662</td>\n",
       "      <td>Mfiondu Kabengele</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Florida State</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>2.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1629667</td>\n",
       "      <td>Jalen McDaniels</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>1629669</td>\n",
       "      <td>Jaylen Nowell</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>1629671</td>\n",
       "      <td>Miye Oni</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Yale</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>1629672</td>\n",
       "      <td>Eric Paschall</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>1629673</td>\n",
       "      <td>Jordan Poole</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>5.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>1629676</td>\n",
       "      <td>Isaiah Roby</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Nebraska</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>1629677</td>\n",
       "      <td>Luka Samanic</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>KK Olimpija</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>6.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>1629678</td>\n",
       "      <td>Admiral Schofield</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Tennessee</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>1.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>1629680</td>\n",
       "      <td>Matisse Thybulle</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>6.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>1629682</td>\n",
       "      <td>Tremont Waters</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Louisiana State</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>1.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>1629683</td>\n",
       "      <td>Quinndary Weatherspoon</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Mississippi State</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>1.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1629684</td>\n",
       "      <td>Grant Williams</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Tennessee</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>6.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>1629685</td>\n",
       "      <td>Dylan Windler</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Belmont</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>5.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>1629713</td>\n",
       "      <td>Justin James</td>\n",
       "      <td>2019</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>1629714</td>\n",
       "      <td>Jarrell Brantley</td>\n",
       "      <td>2019</td>\n",
       "      <td>Forward</td>\n",
       "      <td>College of Charleston</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>1.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>1628960</td>\n",
       "      <td>Grayson Allen</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>5.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>1628961</td>\n",
       "      <td>Kostas Antetokounmpo</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Dayton</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>1.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1628963</td>\n",
       "      <td>Marvin Bagley III</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>14.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>1628964</td>\n",
       "      <td>Mo Bamba</td>\n",
       "      <td>2018</td>\n",
       "      <td>Center</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>10.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>1628969</td>\n",
       "      <td>Mikal Bridges</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>7.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>1628970</td>\n",
       "      <td>Miles Bridges</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Michigan State</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>7.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>1628973</td>\n",
       "      <td>Jalen Brunson</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>1.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>1628975</td>\n",
       "      <td>Jevon Carter</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>West Virginia</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>3.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>1628977</td>\n",
       "      <td>Hamidou Diallo</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>2.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1628980</td>\n",
       "      <td>Jacob Evans</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Cincinnati</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>2.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>1628984</td>\n",
       "      <td>Devonte' Graham</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>4.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>1628988</td>\n",
       "      <td>Aaron Holiday</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>5.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>1628989</td>\n",
       "      <td>Kevin Huerter</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Maryland</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>6.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>1628990</td>\n",
       "      <td>Chandler Hutchison</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Boise State</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>5.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>1628993</td>\n",
       "      <td>Alize Johnson</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Missouri State</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1629001</td>\n",
       "      <td>De'Anthony Melton</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Southern California</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>9.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>1629002</td>\n",
       "      <td>Chimezie Metu</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Southern California</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>1629003</td>\n",
       "      <td>Shake Milton</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Southern Methodist</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>2.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>1629004</td>\n",
       "      <td>Svi Mykhailiuk</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>2.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>1629006</td>\n",
       "      <td>Josh Okogie</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Georgia Tech</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>5.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>1629010</td>\n",
       "      <td>Jerome Robinson</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Boston College</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>3.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>1629011</td>\n",
       "      <td>Mitchell Robinson</td>\n",
       "      <td>2018</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>None</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>1.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>1629012</td>\n",
       "      <td>Collin Sexton</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Alabama</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>8.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>1629013</td>\n",
       "      <td>Landry Shamet</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Wichita State</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>5.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>1629014</td>\n",
       "      <td>Anfernee Simons</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>IMG Academy</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>5.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>1629015</td>\n",
       "      <td>Zhaire Smith</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Texas Tech</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>1.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>1629016</td>\n",
       "      <td>Omari Spellman</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>1.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>1629017</td>\n",
       "      <td>Khyri Thomas</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Creighton</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>0.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>1629020</td>\n",
       "      <td>Jarred Vanderbilt</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>2.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1629021</td>\n",
       "      <td>Moritz Wagner</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>2.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>1629027</td>\n",
       "      <td>Trae Young</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>11.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>1629028</td>\n",
       "      <td>Deandre Ayton</td>\n",
       "      <td>2018</td>\n",
       "      <td>Center</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>16.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>1629029</td>\n",
       "      <td>Luka Doncic</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Real Madrid Baloncesto</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>13.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>1629058</td>\n",
       "      <td>Dzanan Musa</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>KK Cedevita</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>2.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>1629066</td>\n",
       "      <td>Rodions Kurucs</td>\n",
       "      <td>2018</td>\n",
       "      <td>Forward</td>\n",
       "      <td>FC Barcelona Basquet</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>1.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>1629067</td>\n",
       "      <td>Isaac Bonga</td>\n",
       "      <td>2018</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Fraport Skyliners</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>2.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>1628365</td>\n",
       "      <td>Markelle Fultz</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>17.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>1628366</td>\n",
       "      <td>Lonzo Ball</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>14.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>1628367</td>\n",
       "      <td>Josh Jackson</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>1628368</td>\n",
       "      <td>De'Aaron Fox</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>34.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>1628369</td>\n",
       "      <td>Jayson Tatum</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>34.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>1628370</td>\n",
       "      <td>Malik Monk</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>7.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>1628371</td>\n",
       "      <td>Jonathan Isaac</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Florida State</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>17.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>1628373</td>\n",
       "      <td>Frank Ntilikina</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>SIG Strasbourg</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>8.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>1628374</td>\n",
       "      <td>Lauri Markkanen</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>9.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>1628378</td>\n",
       "      <td>Donovan Mitchell</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Louisville</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>34.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>1628379</td>\n",
       "      <td>Luke Kennard</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>14.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>1628380</td>\n",
       "      <td>Zach Collins</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Gonzaga</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>7.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>1628381</td>\n",
       "      <td>John Collins</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Wake Forest</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>7.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>1628382</td>\n",
       "      <td>Justin Jackson</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>5.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>1628384</td>\n",
       "      <td>OG Anunoby</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>19.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>1628386</td>\n",
       "      <td>Jarrett Allen</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>7.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>1628389</td>\n",
       "      <td>Bam Adebayo</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>34.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>1628390</td>\n",
       "      <td>Terrance Ferguson</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Adelaide 36ers</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>3.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>1628392</td>\n",
       "      <td>Isaiah Hartenstein</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>BC Zalgiris</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>1.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>1628394</td>\n",
       "      <td>Anzejs Pasecniks</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>CB Gran Canaria</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>1628395</td>\n",
       "      <td>Jordan Bell</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Oregon</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>1628396</td>\n",
       "      <td>Tony Bradley</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>5.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>1628398</td>\n",
       "      <td>Kyle Kuzma</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Utah</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>13.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>1628400</td>\n",
       "      <td>Semi Ojeleye</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Southern Methodist</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>1.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>1628401</td>\n",
       "      <td>Derrick White</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>19.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>1628402</td>\n",
       "      <td>Frank Jackson</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>1.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1628404</td>\n",
       "      <td>Josh Hart</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>5.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>1628407</td>\n",
       "      <td>Dwayne Bacon</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Florida State</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>1.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>1628410</td>\n",
       "      <td>Edmond Sumner</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Xavier</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>2.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>1628414</td>\n",
       "      <td>Sindarius Thornwell</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>South Carolina</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>1628415</td>\n",
       "      <td>Dillon Brooks</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Oregon</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>12.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>1628418</td>\n",
       "      <td>Thomas Bryant</td>\n",
       "      <td>2017</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>8.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>1628420</td>\n",
       "      <td>Monte Morris</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Iowa State</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>9.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>1628422</td>\n",
       "      <td>Damyean Dotson</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Houston</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>2.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>1628425</td>\n",
       "      <td>Sterling Brown</td>\n",
       "      <td>2017</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Southern Methodist</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>1628427</td>\n",
       "      <td>Vlatko Cancar</td>\n",
       "      <td>2017</td>\n",
       "      <td>Forward</td>\n",
       "      <td>KK Mega Leks</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>2.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>1627732</td>\n",
       "      <td>Ben Simmons</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Louisiana State</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>40.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>1627734</td>\n",
       "      <td>Domantas Sabonis</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Gonzaga</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>20.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>1627736</td>\n",
       "      <td>Malik Beasley</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Florida State</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>16.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>1627737</td>\n",
       "      <td>Marquese Chriss</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>1.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>1627739</td>\n",
       "      <td>Kris Dunn</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Providence</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>1627740</td>\n",
       "      <td>Henry Ellenson</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Marquette</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>1627741</td>\n",
       "      <td>Buddy Hield</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>24.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>1627742</td>\n",
       "      <td>Brandon Ingram</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>36.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>1627743</td>\n",
       "      <td>Demetrius Jackson</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Notre Dame</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>1627745</td>\n",
       "      <td>Damian Jones</td>\n",
       "      <td>2016</td>\n",
       "      <td>Center</td>\n",
       "      <td>Vanderbilt</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>1627747</td>\n",
       "      <td>Caris LeVert</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>18.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>1627748</td>\n",
       "      <td>Thon Maker</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>None</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>1627749</td>\n",
       "      <td>Dejounte Murray</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Washington</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>17.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>1627750</td>\n",
       "      <td>Jamal Murray</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>36.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>1627751</td>\n",
       "      <td>Jakob Poeltl</td>\n",
       "      <td>2016</td>\n",
       "      <td>Center</td>\n",
       "      <td>Utah</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>9.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>1627752</td>\n",
       "      <td>Taurean Prince</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Baylor</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>13.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>1627756</td>\n",
       "      <td>Denzel Valentine</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Michigan State</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>4.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>1627759</td>\n",
       "      <td>Jaylen Brown</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>California</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>29.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>1627761</td>\n",
       "      <td>DeAndre' Bembry</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Saint Joseph's</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>1.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>1627763</td>\n",
       "      <td>Malcolm Brogdon</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>22.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>1627773</td>\n",
       "      <td>AJ Hammons</td>\n",
       "      <td>2016</td>\n",
       "      <td>Center</td>\n",
       "      <td>Purdue</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>0.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>1627774</td>\n",
       "      <td>Jake Layman</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Maryland</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>3.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>1627775</td>\n",
       "      <td>Patrick McCaw</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Nevada-Las Vegas</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>4.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>1627777</td>\n",
       "      <td>Georges Niang</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Iowa State</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>1.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>1627783</td>\n",
       "      <td>Pascal Siakam</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>New Mexico State</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>37.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1627788</td>\n",
       "      <td>Furkan Korkmaz</td>\n",
       "      <td>2016</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Anadolu Efes S.K.</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>1.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1627823</td>\n",
       "      <td>Juancho Hernangomez</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Movistar Estudiantes</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>7.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>1627824</td>\n",
       "      <td>Guerschon Yabusele</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>SPO Rouen Basket</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>1.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>1627826</td>\n",
       "      <td>Ivica Zubac</td>\n",
       "      <td>2016</td>\n",
       "      <td>Center</td>\n",
       "      <td>KK Mega Vizura</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>7.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1627846</td>\n",
       "      <td>Abdel Nader</td>\n",
       "      <td>2016</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Iowa State</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>1.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>1626143</td>\n",
       "      <td>Jahlil Okafor</td>\n",
       "      <td>2015</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>2.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1626145</td>\n",
       "      <td>Tyus Jones</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>8.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1626147</td>\n",
       "      <td>Justin Anderson</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>0.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1626149</td>\n",
       "      <td>Montrezl Harrell</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Louisville</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>9.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>1626153</td>\n",
       "      <td>Delon Wright</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Utah</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>9.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1626156</td>\n",
       "      <td>D'Angelo Russell</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Ohio State</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>31.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1626158</td>\n",
       "      <td>Richaun Holmes</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Bowling Green</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>1626159</td>\n",
       "      <td>Justise Winslow</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>13.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>1626163</td>\n",
       "      <td>Frank Kaminsky</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Wisconsin</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1626164</td>\n",
       "      <td>Devin Booker</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>36.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>1626166</td>\n",
       "      <td>Cameron Payne</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Murray State</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>1.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1626167</td>\n",
       "      <td>Myles Turner</td>\n",
       "      <td>2015</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>18.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>1626168</td>\n",
       "      <td>Trey Lyles</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>5.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>1626169</td>\n",
       "      <td>Stanley Johnson</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>3.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>1626170</td>\n",
       "      <td>Jerian Grant</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Notre Dame</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>1626171</td>\n",
       "      <td>Bobby Portis</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Arkansas</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>3.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>1626172</td>\n",
       "      <td>Kevon Looney</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>5.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>1626177</td>\n",
       "      <td>Dakari Johnson</td>\n",
       "      <td>2015</td>\n",
       "      <td>Center</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>0.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>1626179</td>\n",
       "      <td>Terry Rozier</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Louisville</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>18.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>1626181</td>\n",
       "      <td>Norman Powell</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>11.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>1626192</td>\n",
       "      <td>Pat Connaughton</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Notre Dame</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>5.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>1626195</td>\n",
       "      <td>Willy Hernangomez</td>\n",
       "      <td>2015</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>CB Sevilla</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>1626196</td>\n",
       "      <td>Josh Richardson</td>\n",
       "      <td>2015</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Tennessee</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>11.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>1626209</td>\n",
       "      <td>Mario Hezonja</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>FC Barcelona Basquet</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>1.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>1626224</td>\n",
       "      <td>Cedi Osman</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Anadolu Efes S.K.</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>8.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>204001</td>\n",
       "      <td>Kristaps Porzingis</td>\n",
       "      <td>2015</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>CB Sevilla</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>36.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>203648</td>\n",
       "      <td>Thanasis Antetokounmpo</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Delaware 87ers</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>2.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>203897</td>\n",
       "      <td>Zach LaVine</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>19.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>203901</td>\n",
       "      <td>Elfrid Payton</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Louisiana-Lafayette</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>4.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>203903</td>\n",
       "      <td>Jordan Clarkson</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Missouri</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>14.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>203914</td>\n",
       "      <td>Gary Harris</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Michigan State</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>20.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>203915</td>\n",
       "      <td>Spencer Dinwiddie</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>12.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>203918</td>\n",
       "      <td>Rodney Hood</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>10.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>203922</td>\n",
       "      <td>Glenn Robinson III</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>203924</td>\n",
       "      <td>Jerami Grant</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Syracuse</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>20.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>203925</td>\n",
       "      <td>Joe Harris</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>19.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>203926</td>\n",
       "      <td>Doug McDermott</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Creighton</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>7.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>203932</td>\n",
       "      <td>Aaron Gordon</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>18.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>203935</td>\n",
       "      <td>Marcus Smart</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Oklahoma State</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>14.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>203937</td>\n",
       "      <td>Kyle Anderson</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>9.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>203939</td>\n",
       "      <td>Dwight Powell</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>11.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>203943</td>\n",
       "      <td>Noah Vonleh</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>203944</td>\n",
       "      <td>Julius Randle</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>19.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>203952</td>\n",
       "      <td>Andrew Wiggins</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>33.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>203953</td>\n",
       "      <td>Jabari Parker</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>6.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>203954</td>\n",
       "      <td>Joel Embiid</td>\n",
       "      <td>2014</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>33.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>203957</td>\n",
       "      <td>Dante Exum</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Australian Institute of Sport</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>9.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>203967</td>\n",
       "      <td>Dario Saric</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>KK Cibona</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>9.25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>203991</td>\n",
       "      <td>Clint Capela</td>\n",
       "      <td>2014</td>\n",
       "      <td>Center</td>\n",
       "      <td>Elan Chalon</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>18.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>203992</td>\n",
       "      <td>Bogdan Bogdanovic</td>\n",
       "      <td>2014</td>\n",
       "      <td>Guard</td>\n",
       "      <td>KK Partizan</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>18.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>203994</td>\n",
       "      <td>Jusuf Nurkic</td>\n",
       "      <td>2014</td>\n",
       "      <td>Center</td>\n",
       "      <td>KK Cedevita</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>12.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>203998</td>\n",
       "      <td>Bruno Caboclo</td>\n",
       "      <td>2014</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Esporte Clube Pinheiros</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>203999</td>\n",
       "      <td>Nikola Jokic</td>\n",
       "      <td>2014</td>\n",
       "      <td>Center</td>\n",
       "      <td>KK Mega Leks</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>33.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>203457</td>\n",
       "      <td>Nerlens Noel</td>\n",
       "      <td>2013</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>5.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>203458</td>\n",
       "      <td>Alex Len</td>\n",
       "      <td>2013</td>\n",
       "      <td>Center</td>\n",
       "      <td>Maryland</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>2.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>203460</td>\n",
       "      <td>Andre Roberson</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>203463</td>\n",
       "      <td>Ben McLemore</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>2.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>203468</td>\n",
       "      <td>CJ McCollum</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Lehigh</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>35.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>203469</td>\n",
       "      <td>Cody Zeller</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Charlotte Bobcats</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>15.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>203471</td>\n",
       "      <td>Dennis Schroder</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Basketball Lowen Braunschweig</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>16.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>203476</td>\n",
       "      <td>Gorgui Dieng</td>\n",
       "      <td>2013</td>\n",
       "      <td>Center</td>\n",
       "      <td>Louisville</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>16.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>203482</td>\n",
       "      <td>Kelly Olynyk</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Gonzaga</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>12.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>203486</td>\n",
       "      <td>Mason Plumlee</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>8.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>203488</td>\n",
       "      <td>Mike Muscala</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Bucknell</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>2.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>203493</td>\n",
       "      <td>Reggie Bullock</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Los Angeles Clippers</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>4.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>203497</td>\n",
       "      <td>Rudy Gobert</td>\n",
       "      <td>2013</td>\n",
       "      <td>Center</td>\n",
       "      <td>Cholet Basket</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>43.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>203500</td>\n",
       "      <td>Steven Adams</td>\n",
       "      <td>2013</td>\n",
       "      <td>Center</td>\n",
       "      <td>Pittsburgh</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>29.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>203503</td>\n",
       "      <td>Tony Snell</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>New Mexico</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>12.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>203504</td>\n",
       "      <td>Trey Burke</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Michigan</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>3.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>203506</td>\n",
       "      <td>Victor Oladipo</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>21.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>203507</td>\n",
       "      <td>Giannis Antetokounmpo</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Basket Zaragoza 2002</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>48.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>203524</td>\n",
       "      <td>Solomon Hill</td>\n",
       "      <td>2013</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>203526</td>\n",
       "      <td>Raul Neto</td>\n",
       "      <td>2013</td>\n",
       "      <td>Guard</td>\n",
       "      <td>San Sebastian Gipuzkoa BC</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>203076</td>\n",
       "      <td>Anthony Davis</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>New Orleans Hornets</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>43.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>203078</td>\n",
       "      <td>Bradley Beal</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Florida</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>36.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>203079</td>\n",
       "      <td>Dion Waiters</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Syracuse</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>12.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>203081</td>\n",
       "      <td>Damian Lillard</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Weber State</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>48.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>203082</td>\n",
       "      <td>Terrence Ross</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>13.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>203083</td>\n",
       "      <td>Andre Drummond</td>\n",
       "      <td>2012</td>\n",
       "      <td>Center</td>\n",
       "      <td>Connecticut</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>27.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>203084</td>\n",
       "      <td>Harrison Barnes</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>22.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>203085</td>\n",
       "      <td>Austin Rivers</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>New Orleans Hornets</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>3.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>203086</td>\n",
       "      <td>Meyers Leonard</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Illinois</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>9.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>203087</td>\n",
       "      <td>Jeremy Lamb</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Connecticut</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>10.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>203089</td>\n",
       "      <td>John Henson</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>203090</td>\n",
       "      <td>Maurice Harkless</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>St. John's (NY)</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>3.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>203094</td>\n",
       "      <td>Andrew Nicholson</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>St. Bonaventure</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>2.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>203095</td>\n",
       "      <td>Evan Fournier</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Poitiers Basket 86</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>17.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>203107</td>\n",
       "      <td>Tomas Satoransky</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>CB Sevilla</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>10.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>203109</td>\n",
       "      <td>Jae Crowder</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Marquette</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>10.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>203110</td>\n",
       "      <td>Draymond Green</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Michigan State</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>27.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>203114</td>\n",
       "      <td>Khris Middleton</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Texas A&amp;M</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>40.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>203115</td>\n",
       "      <td>Will Barton</td>\n",
       "      <td>2012</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Memphis</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>14.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>203118</td>\n",
       "      <td>Mike Scott</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Virginia</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>203121</td>\n",
       "      <td>Darius Miller</td>\n",
       "      <td>2012</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>New Orleans Hornets</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>7.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>202681</td>\n",
       "      <td>Kyrie Irving</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>36.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>202683</td>\n",
       "      <td>Enes Kanter</td>\n",
       "      <td>2011</td>\n",
       "      <td>Center</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>202684</td>\n",
       "      <td>Tristan Thompson</td>\n",
       "      <td>2011</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>9.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>202685</td>\n",
       "      <td>Jonas Valanciunas</td>\n",
       "      <td>2011</td>\n",
       "      <td>Center</td>\n",
       "      <td>BC Lietuvos rytas</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>15.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>202687</td>\n",
       "      <td>Bismack Biyombo</td>\n",
       "      <td>2011</td>\n",
       "      <td>Center</td>\n",
       "      <td>Baloncesto Fuenlabrada</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>3.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>202689</td>\n",
       "      <td>Kemba Walker</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Connecticut</td>\n",
       "      <td>Charlotte Bobcats</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>37.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>202691</td>\n",
       "      <td>Klay Thompson</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Washington State</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>43.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>202692</td>\n",
       "      <td>Alec Burks</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Colorado</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>6.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>202693</td>\n",
       "      <td>Markieff Morris</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>202695</td>\n",
       "      <td>Kawhi Leonard</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>San Diego State</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>36.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>202696</td>\n",
       "      <td>Nikola Vucevic</td>\n",
       "      <td>2011</td>\n",
       "      <td>Center</td>\n",
       "      <td>Southern California</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>26.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>202697</td>\n",
       "      <td>Iman Shumpert</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Georgia Tech</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>202699</td>\n",
       "      <td>Tobias Harris</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Tennessee</td>\n",
       "      <td>Charlotte Bobcats</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>39.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>202704</td>\n",
       "      <td>Reggie Jackson</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Boston College</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>202709</td>\n",
       "      <td>Cory Joseph</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Texas</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>12.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>202710</td>\n",
       "      <td>Jimmy Butler</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Marquette</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>37.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>202711</td>\n",
       "      <td>Bojan Bogdanovic</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>KK Partizan</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>19.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>202713</td>\n",
       "      <td>Kyle Singler</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>202720</td>\n",
       "      <td>Jon Leuer</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Wisconsin</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>3.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>202722</td>\n",
       "      <td>Davis Bertans</td>\n",
       "      <td>2011</td>\n",
       "      <td>Forward</td>\n",
       "      <td>KK Olimpija</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>17.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>202734</td>\n",
       "      <td>E'Twaun Moore</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Purdue</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>202738</td>\n",
       "      <td>Isaiah Thomas</td>\n",
       "      <td>2011</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Washington</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>202322</td>\n",
       "      <td>John Wall</td>\n",
       "      <td>2010</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>47.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>202324</td>\n",
       "      <td>Derrick Favors</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Georgia Tech</td>\n",
       "      <td>New Jersey Nets</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>10.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>202326</td>\n",
       "      <td>DeMarcus Cousins</td>\n",
       "      <td>2010</td>\n",
       "      <td>Center</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>202330</td>\n",
       "      <td>Gordon Hayward</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Butler</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Charlotte Hornets</td>\n",
       "      <td>31.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>202331</td>\n",
       "      <td>Paul George</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Fresno State</td>\n",
       "      <td>Indiana Pacers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>48.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>202332</td>\n",
       "      <td>Cole Aldrich</td>\n",
       "      <td>2010</td>\n",
       "      <td>Center</td>\n",
       "      <td>Kansas</td>\n",
       "      <td>New Orleans Hornets</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>0.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>202334</td>\n",
       "      <td>Ed Davis</td>\n",
       "      <td>2010</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>5.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>202335</td>\n",
       "      <td>Patrick Patterson</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>3.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>202336</td>\n",
       "      <td>Larry Sanders</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Virginia Commonwealth</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>1.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>202339</td>\n",
       "      <td>Eric Bledsoe</td>\n",
       "      <td>2010</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>19.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>202340</td>\n",
       "      <td>Avery Bradley</td>\n",
       "      <td>2010</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>5.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>202355</td>\n",
       "      <td>Hassan Whiteside</td>\n",
       "      <td>2010</td>\n",
       "      <td>Center</td>\n",
       "      <td>Marshall</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>202357</td>\n",
       "      <td>Nemanja Bjelica</td>\n",
       "      <td>2010</td>\n",
       "      <td>Forward</td>\n",
       "      <td>KK Crvena zvezda</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Sacramento Kings</td>\n",
       "      <td>7.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>201933</td>\n",
       "      <td>Blake Griffin</td>\n",
       "      <td>2009</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>Los Angeles Clippers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>32.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>201935</td>\n",
       "      <td>James Harden</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Arizona State</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>47.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>201937</td>\n",
       "      <td>Ricky Rubio</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Joventut Badalona</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>17.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>201939</td>\n",
       "      <td>Stephen Curry</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Davidson</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>45.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>201942</td>\n",
       "      <td>DeMar DeRozan</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Southern California</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>27.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>201949</td>\n",
       "      <td>James Johnson</td>\n",
       "      <td>2009</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Wake Forest</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>Dallas Mavericks</td>\n",
       "      <td>16.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>201950</td>\n",
       "      <td>Jrue Holiday</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>38.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>201952</td>\n",
       "      <td>Jeff Teague</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Wake Forest</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>201959</td>\n",
       "      <td>Taj Gibson</td>\n",
       "      <td>2009</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Southern California</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>1.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>201960</td>\n",
       "      <td>DeMarre Carroll</td>\n",
       "      <td>2009</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Missouri</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>6.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>201961</td>\n",
       "      <td>Wayne Ellington</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>Detroit Pistons</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>201976</td>\n",
       "      <td>Patrick Beverley</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>BC Dnipro</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>14.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>201980</td>\n",
       "      <td>Danny Green</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>North Carolina</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>15.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>201988</td>\n",
       "      <td>Patty Mills</td>\n",
       "      <td>2009</td>\n",
       "      <td>Guard</td>\n",
       "      <td>St. Mary's (CA)</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>13.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>201565</td>\n",
       "      <td>Derrick Rose</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Memphis</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>7.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>201566</td>\n",
       "      <td>Russell Westbrook</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>47.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>201567</td>\n",
       "      <td>Kevin Love</td>\n",
       "      <td>2008</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>31.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>201568</td>\n",
       "      <td>Danilo Gallinari</td>\n",
       "      <td>2008</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Olimpia Milano</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>21.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>201569</td>\n",
       "      <td>Eric Gordon</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Indiana</td>\n",
       "      <td>Los Angeles Clippers</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>20.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>201572</td>\n",
       "      <td>Brook Lopez</td>\n",
       "      <td>2008</td>\n",
       "      <td>Center</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>New Jersey Nets</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>13.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>201577</td>\n",
       "      <td>Robin Lopez</td>\n",
       "      <td>2008</td>\n",
       "      <td>Center</td>\n",
       "      <td>Stanford</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>7.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>201580</td>\n",
       "      <td>JaVale McGee</td>\n",
       "      <td>2008</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Nevada-Reno</td>\n",
       "      <td>Washington Wizards</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>4.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>201583</td>\n",
       "      <td>Ryan Anderson</td>\n",
       "      <td>2008</td>\n",
       "      <td>Forward</td>\n",
       "      <td>California</td>\n",
       "      <td>New Jersey Nets</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>5.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>201586</td>\n",
       "      <td>Serge Ibaka</td>\n",
       "      <td>2008</td>\n",
       "      <td>Forward</td>\n",
       "      <td>CB L'Hospitalet</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>9.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>201587</td>\n",
       "      <td>Nicolas Batum</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Le Mans Sarthe Basket</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>9.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>201588</td>\n",
       "      <td>George Hill</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard</td>\n",
       "      <td>IUPUI</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>10.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>201599</td>\n",
       "      <td>DeAndre Jordan</td>\n",
       "      <td>2008</td>\n",
       "      <td>Center</td>\n",
       "      <td>Texas A&amp;M</td>\n",
       "      <td>Los Angeles Clippers</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>10.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>201609</td>\n",
       "      <td>Goran Dragic</td>\n",
       "      <td>2008</td>\n",
       "      <td>Guard</td>\n",
       "      <td>KK Olimpija</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>19.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>201142</td>\n",
       "      <td>Kevin Durant</td>\n",
       "      <td>2007</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Seattle SuperSonics</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>43.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>201143</td>\n",
       "      <td>Al Horford</td>\n",
       "      <td>2007</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Florida</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>Oklahoma City Thunder</td>\n",
       "      <td>27.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>201144</td>\n",
       "      <td>Mike Conley</td>\n",
       "      <td>2007</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Ohio State</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>34.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>201145</td>\n",
       "      <td>Jeff Green</td>\n",
       "      <td>2007</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Georgetown</td>\n",
       "      <td>Boston Celtics</td>\n",
       "      <td>Brooklyn Nets</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>201149</td>\n",
       "      <td>Joakim Noah</td>\n",
       "      <td>2007</td>\n",
       "      <td>Forward-Center</td>\n",
       "      <td>Florida</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>6.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>201152</td>\n",
       "      <td>Thaddeus Young</td>\n",
       "      <td>2007</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Georgia Tech</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>14.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>201162</td>\n",
       "      <td>Jared Dudley</td>\n",
       "      <td>2007</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Boston College</td>\n",
       "      <td>Charlotte Bobcats</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>201188</td>\n",
       "      <td>Marc Gasol</td>\n",
       "      <td>2007</td>\n",
       "      <td>Center</td>\n",
       "      <td>CB Sant Josep</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>2.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>200746</td>\n",
       "      <td>LaMarcus Aldridge</td>\n",
       "      <td>2006</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Texas</td>\n",
       "      <td>Chicago Bulls</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>16.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>200752</td>\n",
       "      <td>Rudy Gay</td>\n",
       "      <td>2006</td>\n",
       "      <td>Forward-Guard</td>\n",
       "      <td>Connecticut</td>\n",
       "      <td>Houston Rockets</td>\n",
       "      <td>San Antonio Spurs</td>\n",
       "      <td>14.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>200755</td>\n",
       "      <td>JJ Redick</td>\n",
       "      <td>2006</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>New Orleans Pelicans</td>\n",
       "      <td>13.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>200765</td>\n",
       "      <td>Rajon Rondo</td>\n",
       "      <td>2006</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Atlanta Hawks</td>\n",
       "      <td>8.25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>200768</td>\n",
       "      <td>Kyle Lowry</td>\n",
       "      <td>2006</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Villanova</td>\n",
       "      <td>Memphis Grizzlies</td>\n",
       "      <td>Toronto Raptors</td>\n",
       "      <td>30.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>200794</td>\n",
       "      <td>Paul Millsap</td>\n",
       "      <td>2006</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Louisiana Tech</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>10.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>101108</td>\n",
       "      <td>Chris Paul</td>\n",
       "      <td>2005</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Wake Forest</td>\n",
       "      <td>New Orleans/Oklahoma City Hornets</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>44.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>101141</td>\n",
       "      <td>Ersan Ilyasova</td>\n",
       "      <td>2005</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Ulkerspor</td>\n",
       "      <td>Milwaukee Bucks</td>\n",
       "      <td>Utah Jazz</td>\n",
       "      <td>0.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>101145</td>\n",
       "      <td>Monta Ellis</td>\n",
       "      <td>2005</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Lanier</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>2.25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>101150</td>\n",
       "      <td>Lou Williams</td>\n",
       "      <td>2005</td>\n",
       "      <td>Guard</td>\n",
       "      <td>South Gwinnett</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>LA Clippers</td>\n",
       "      <td>8.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>2730</td>\n",
       "      <td>Dwight Howard</td>\n",
       "      <td>2004</td>\n",
       "      <td>Center-Forward</td>\n",
       "      <td>Southwest Atlanta Christian Academy</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>2733</td>\n",
       "      <td>Shaun Livingston</td>\n",
       "      <td>2004</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>Los Angeles Clippers</td>\n",
       "      <td>Golden State Warriors</td>\n",
       "      <td>0.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>2736</td>\n",
       "      <td>Luol Deng</td>\n",
       "      <td>2004</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Duke</td>\n",
       "      <td>Phoenix Suns</td>\n",
       "      <td>Minnesota Timberwolves</td>\n",
       "      <td>5.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>2738</td>\n",
       "      <td>Andre Iguodala</td>\n",
       "      <td>2004</td>\n",
       "      <td>Guard-Forward</td>\n",
       "      <td>Arizona</td>\n",
       "      <td>Philadelphia 76ers</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>15.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>2747</td>\n",
       "      <td>JR Smith</td>\n",
       "      <td>2004</td>\n",
       "      <td>Guard</td>\n",
       "      <td>Saint Benedict's Preparatory School</td>\n",
       "      <td>New Orleans Hornets</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>1.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>2760</td>\n",
       "      <td>Anderson Varejao</td>\n",
       "      <td>2004</td>\n",
       "      <td>Center</td>\n",
       "      <td>FC Barcelona Basquet</td>\n",
       "      <td>Orlando Magic</td>\n",
       "      <td>Not signed</td>\n",
       "      <td>1.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>2772</td>\n",
       "      <td>Trevor Ariza</td>\n",
       "      <td>2004</td>\n",
       "      <td>Forward</td>\n",
       "      <td>California-Los Angeles</td>\n",
       "      <td>New York Knicks</td>\n",
       "      <td>Miami Heat</td>\n",
       "      <td>12.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>2544</td>\n",
       "      <td>LeBron James</td>\n",
       "      <td>2003</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Saint Vincent-Saint Mary</td>\n",
       "      <td>Cleveland Cavaliers</td>\n",
       "      <td>Los Angeles Lakers</td>\n",
       "      <td>44.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>2546</td>\n",
       "      <td>Carmelo Anthony</td>\n",
       "      <td>2003</td>\n",
       "      <td>Forward</td>\n",
       "      <td>Syracuse</td>\n",
       "      <td>Denver Nuggets</td>\n",
       "      <td>Portland Trail Blazers</td>\n",
       "      <td>1.62</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    player_id               full_name  draft_year        position  \\\n",
       "0     1628981          Bruno Fernando        2019  Forward-Center   \n",
       "1     1628998             Cody Martin        2019         Forward   \n",
       "2     1629035          Carsen Edwards        2019           Guard   \n",
       "3     1629048            Goga Bitadze        2019  Center-Forward   \n",
       "4     1629060           Rui Hachimura        2019         Forward   \n",
       "5     1629346          Alen Smailagic        2019         Forward   \n",
       "6     1629611            Terance Mann        2019   Guard-Forward   \n",
       "7     1629627         Zion Williamson        2019         Forward   \n",
       "8     1629628              RJ Barrett        2019   Forward-Guard   \n",
       "9     1629629             Cam Reddish        2019   Forward-Guard   \n",
       "10    1629630               Ja Morant        2019           Guard   \n",
       "11    1629631         De'Andre Hunter        2019   Forward-Guard   \n",
       "12    1629632              Coby White        2019           Guard   \n",
       "13    1629633          Jarrett Culver        2019   Guard-Forward   \n",
       "14    1629634          Brandon Clarke        2019         Forward   \n",
       "15    1629635         Sekou Doumbouya        2019         Forward   \n",
       "16    1629636          Darius Garland        2019           Guard   \n",
       "17    1629637            Jaxson Hayes        2019  Center-Forward   \n",
       "18    1629639             Tyler Herro        2019           Guard   \n",
       "19    1629640          Keldon Johnson        2019   Forward-Guard   \n",
       "20    1629641          Romeo Langford        2019   Guard-Forward   \n",
       "21    1629642           Nassir Little        2019   Forward-Guard   \n",
       "22    1629644               KZ Okpala        2019   Forward-Guard   \n",
       "23    1629647           Darius Bazley        2019   Forward-Guard   \n",
       "24    1629651         Nicolas Claxton        2019  Forward-Center   \n",
       "25    1629655          Daniel Gafford        2019  Forward-Center   \n",
       "26    1629660               Ty Jerome        2019   Guard-Forward   \n",
       "27    1629661         Cameron Johnson        2019         Forward   \n",
       "28    1629662       Mfiondu Kabengele        2019  Forward-Center   \n",
       "29    1629667         Jalen McDaniels        2019  Forward-Center   \n",
       "30    1629669           Jaylen Nowell        2019           Guard   \n",
       "31    1629671                Miye Oni        2019   Guard-Forward   \n",
       "32    1629672           Eric Paschall        2019         Forward   \n",
       "33    1629673            Jordan Poole        2019           Guard   \n",
       "34    1629676             Isaiah Roby        2019         Forward   \n",
       "35    1629677            Luka Samanic        2019         Forward   \n",
       "36    1629678       Admiral Schofield        2019   Guard-Forward   \n",
       "37    1629680        Matisse Thybulle        2019   Guard-Forward   \n",
       "38    1629682          Tremont Waters        2019           Guard   \n",
       "39    1629683  Quinndary Weatherspoon        2019           Guard   \n",
       "40    1629684          Grant Williams        2019         Forward   \n",
       "41    1629685           Dylan Windler        2019   Guard-Forward   \n",
       "42    1629713            Justin James        2019   Guard-Forward   \n",
       "43    1629714        Jarrell Brantley        2019         Forward   \n",
       "44    1628960           Grayson Allen        2018           Guard   \n",
       "45    1628961    Kostas Antetokounmpo        2018         Forward   \n",
       "46    1628963       Marvin Bagley III        2018         Forward   \n",
       "47    1628964                Mo Bamba        2018          Center   \n",
       "48    1628969           Mikal Bridges        2018         Forward   \n",
       "49    1628970           Miles Bridges        2018         Forward   \n",
       "50    1628973           Jalen Brunson        2018           Guard   \n",
       "51    1628975            Jevon Carter        2018           Guard   \n",
       "52    1628977          Hamidou Diallo        2018           Guard   \n",
       "53    1628980             Jacob Evans        2018   Guard-Forward   \n",
       "54    1628984         Devonte' Graham        2018           Guard   \n",
       "55    1628988           Aaron Holiday        2018           Guard   \n",
       "56    1628989           Kevin Huerter        2018   Guard-Forward   \n",
       "57    1628990      Chandler Hutchison        2018   Forward-Guard   \n",
       "58    1628993           Alize Johnson        2018         Forward   \n",
       "59    1629001       De'Anthony Melton        2018           Guard   \n",
       "60    1629002           Chimezie Metu        2018  Forward-Center   \n",
       "61    1629003            Shake Milton        2018   Guard-Forward   \n",
       "62    1629004          Svi Mykhailiuk        2018   Guard-Forward   \n",
       "63    1629006             Josh Okogie        2018           Guard   \n",
       "64    1629010         Jerome Robinson        2018           Guard   \n",
       "65    1629011       Mitchell Robinson        2018  Center-Forward   \n",
       "66    1629012           Collin Sexton        2018           Guard   \n",
       "67    1629013           Landry Shamet        2018           Guard   \n",
       "68    1629014         Anfernee Simons        2018           Guard   \n",
       "69    1629015            Zhaire Smith        2018           Guard   \n",
       "70    1629016          Omari Spellman        2018         Forward   \n",
       "71    1629017            Khyri Thomas        2018           Guard   \n",
       "72    1629020       Jarred Vanderbilt        2018         Forward   \n",
       "73    1629021           Moritz Wagner        2018  Forward-Center   \n",
       "74    1629027              Trae Young        2018           Guard   \n",
       "75    1629028           Deandre Ayton        2018          Center   \n",
       "76    1629029             Luka Doncic        2018   Forward-Guard   \n",
       "77    1629058             Dzanan Musa        2018   Guard-Forward   \n",
       "78    1629066          Rodions Kurucs        2018         Forward   \n",
       "79    1629067             Isaac Bonga        2018           Guard   \n",
       "80    1628365          Markelle Fultz        2017           Guard   \n",
       "81    1628366              Lonzo Ball        2017           Guard   \n",
       "82    1628367            Josh Jackson        2017   Guard-Forward   \n",
       "83    1628368            De'Aaron Fox        2017           Guard   \n",
       "84    1628369            Jayson Tatum        2017   Forward-Guard   \n",
       "85    1628370              Malik Monk        2017           Guard   \n",
       "86    1628371          Jonathan Isaac        2017         Forward   \n",
       "87    1628373         Frank Ntilikina        2017           Guard   \n",
       "88    1628374         Lauri Markkanen        2017  Forward-Center   \n",
       "89    1628378        Donovan Mitchell        2017           Guard   \n",
       "90    1628379            Luke Kennard        2017           Guard   \n",
       "91    1628380            Zach Collins        2017  Forward-Center   \n",
       "92    1628381            John Collins        2017  Forward-Center   \n",
       "93    1628382          Justin Jackson        2017         Forward   \n",
       "94    1628384              OG Anunoby        2017         Forward   \n",
       "95    1628386           Jarrett Allen        2017          Center   \n",
       "96    1628389             Bam Adebayo        2017  Center-Forward   \n",
       "97    1628390       Terrance Ferguson        2017           Guard   \n",
       "98    1628392      Isaiah Hartenstein        2017  Center-Forward   \n",
       "99    1628394        Anzejs Pasecniks        2017  Center-Forward   \n",
       "100   1628395             Jordan Bell        2017         Forward   \n",
       "101   1628396            Tony Bradley        2017  Center-Forward   \n",
       "102   1628398              Kyle Kuzma        2017         Forward   \n",
       "103   1628400            Semi Ojeleye        2017         Forward   \n",
       "104   1628401           Derrick White        2017           Guard   \n",
       "105   1628402           Frank Jackson        2017           Guard   \n",
       "106   1628404               Josh Hart        2017           Guard   \n",
       "107   1628407            Dwayne Bacon        2017   Guard-Forward   \n",
       "108   1628410           Edmond Sumner        2017           Guard   \n",
       "109   1628414     Sindarius Thornwell        2017           Guard   \n",
       "110   1628415           Dillon Brooks        2017   Guard-Forward   \n",
       "111   1628418           Thomas Bryant        2017  Center-Forward   \n",
       "112   1628420            Monte Morris        2017           Guard   \n",
       "113   1628422          Damyean Dotson        2017           Guard   \n",
       "114   1628425          Sterling Brown        2017   Guard-Forward   \n",
       "115   1628427           Vlatko Cancar        2017         Forward   \n",
       "116   1627732             Ben Simmons        2016   Guard-Forward   \n",
       "117   1627734        Domantas Sabonis        2016  Forward-Center   \n",
       "118   1627736           Malik Beasley        2016           Guard   \n",
       "119   1627737         Marquese Chriss        2016         Forward   \n",
       "120   1627739               Kris Dunn        2016           Guard   \n",
       "121   1627740          Henry Ellenson        2016  Forward-Center   \n",
       "122   1627741             Buddy Hield        2016           Guard   \n",
       "123   1627742          Brandon Ingram        2016         Forward   \n",
       "124   1627743       Demetrius Jackson        2016           Guard   \n",
       "125   1627745            Damian Jones        2016          Center   \n",
       "126   1627747            Caris LeVert        2016           Guard   \n",
       "127   1627748              Thon Maker        2016  Forward-Center   \n",
       "128   1627749         Dejounte Murray        2016           Guard   \n",
       "129   1627750            Jamal Murray        2016           Guard   \n",
       "130   1627751            Jakob Poeltl        2016          Center   \n",
       "131   1627752          Taurean Prince        2016         Forward   \n",
       "132   1627756        Denzel Valentine        2016           Guard   \n",
       "133   1627759            Jaylen Brown        2016   Guard-Forward   \n",
       "134   1627761         DeAndre' Bembry        2016   Guard-Forward   \n",
       "135   1627763         Malcolm Brogdon        2016           Guard   \n",
       "136   1627773              AJ Hammons        2016          Center   \n",
       "137   1627774             Jake Layman        2016         Forward   \n",
       "138   1627775           Patrick McCaw        2016           Guard   \n",
       "139   1627777           Georges Niang        2016         Forward   \n",
       "140   1627783           Pascal Siakam        2016         Forward   \n",
       "141   1627788          Furkan Korkmaz        2016   Guard-Forward   \n",
       "142   1627823     Juancho Hernangomez        2016         Forward   \n",
       "143   1627824      Guerschon Yabusele        2016         Forward   \n",
       "144   1627826             Ivica Zubac        2016          Center   \n",
       "145   1627846             Abdel Nader        2016         Forward   \n",
       "146   1626143           Jahlil Okafor        2015  Center-Forward   \n",
       "147   1626145              Tyus Jones        2015           Guard   \n",
       "148   1626147         Justin Anderson        2015   Forward-Guard   \n",
       "149   1626149        Montrezl Harrell        2015  Forward-Center   \n",
       "150   1626153            Delon Wright        2015           Guard   \n",
       "151   1626156        D'Angelo Russell        2015           Guard   \n",
       "152   1626158          Richaun Holmes        2015         Forward   \n",
       "153   1626159         Justise Winslow        2015   Forward-Guard   \n",
       "154   1626163          Frank Kaminsky        2015  Forward-Center   \n",
       "155   1626164            Devin Booker        2015           Guard   \n",
       "156   1626166           Cameron Payne        2015           Guard   \n",
       "157   1626167            Myles Turner        2015  Center-Forward   \n",
       "158   1626168              Trey Lyles        2015         Forward   \n",
       "159   1626169         Stanley Johnson        2015   Forward-Guard   \n",
       "160   1626170            Jerian Grant        2015           Guard   \n",
       "161   1626171            Bobby Portis        2015         Forward   \n",
       "162   1626172            Kevon Looney        2015         Forward   \n",
       "163   1626177          Dakari Johnson        2015          Center   \n",
       "164   1626179            Terry Rozier        2015           Guard   \n",
       "165   1626181           Norman Powell        2015           Guard   \n",
       "166   1626192         Pat Connaughton        2015           Guard   \n",
       "167   1626195       Willy Hernangomez        2015  Center-Forward   \n",
       "168   1626196         Josh Richardson        2015           Guard   \n",
       "169   1626209           Mario Hezonja        2015   Forward-Guard   \n",
       "170   1626224              Cedi Osman        2015         Forward   \n",
       "171    204001      Kristaps Porzingis        2015  Forward-Center   \n",
       "172    203648  Thanasis Antetokounmpo        2014         Forward   \n",
       "173    203897             Zach LaVine        2014   Guard-Forward   \n",
       "174    203901           Elfrid Payton        2014           Guard   \n",
       "175    203903         Jordan Clarkson        2014           Guard   \n",
       "176    203914             Gary Harris        2014           Guard   \n",
       "177    203915       Spencer Dinwiddie        2014           Guard   \n",
       "178    203918             Rodney Hood        2014   Guard-Forward   \n",
       "179    203922      Glenn Robinson III        2014         Forward   \n",
       "180    203924            Jerami Grant        2014         Forward   \n",
       "181    203925              Joe Harris        2014   Guard-Forward   \n",
       "182    203926          Doug McDermott        2014         Forward   \n",
       "183    203932            Aaron Gordon        2014         Forward   \n",
       "184    203935            Marcus Smart        2014           Guard   \n",
       "185    203937           Kyle Anderson        2014   Forward-Guard   \n",
       "186    203939           Dwight Powell        2014  Forward-Center   \n",
       "187    203943             Noah Vonleh        2014         Forward   \n",
       "188    203944           Julius Randle        2014  Forward-Center   \n",
       "189    203952          Andrew Wiggins        2014         Forward   \n",
       "190    203953           Jabari Parker        2014         Forward   \n",
       "191    203954             Joel Embiid        2014  Center-Forward   \n",
       "192    203957              Dante Exum        2014           Guard   \n",
       "193    203967             Dario Saric        2014  Forward-Center   \n",
       "194    203991            Clint Capela        2014          Center   \n",
       "195    203992       Bogdan Bogdanovic        2014           Guard   \n",
       "196    203994            Jusuf Nurkic        2014          Center   \n",
       "197    203998           Bruno Caboclo        2014         Forward   \n",
       "198    203999            Nikola Jokic        2014          Center   \n",
       "199    203457            Nerlens Noel        2013  Center-Forward   \n",
       "200    203458                Alex Len        2013          Center   \n",
       "201    203460          Andre Roberson        2013   Guard-Forward   \n",
       "202    203463            Ben McLemore        2013           Guard   \n",
       "203    203468             CJ McCollum        2013           Guard   \n",
       "204    203469             Cody Zeller        2013  Forward-Center   \n",
       "205    203471         Dennis Schroder        2013           Guard   \n",
       "206    203476            Gorgui Dieng        2013          Center   \n",
       "207    203482            Kelly Olynyk        2013  Forward-Center   \n",
       "208    203486           Mason Plumlee        2013  Forward-Center   \n",
       "209    203488            Mike Muscala        2013  Forward-Center   \n",
       "210    203493          Reggie Bullock        2013   Guard-Forward   \n",
       "211    203497             Rudy Gobert        2013          Center   \n",
       "212    203500            Steven Adams        2013          Center   \n",
       "213    203503              Tony Snell        2013           Guard   \n",
       "214    203504              Trey Burke        2013           Guard   \n",
       "215    203506          Victor Oladipo        2013           Guard   \n",
       "216    203507   Giannis Antetokounmpo        2013         Forward   \n",
       "217    203524            Solomon Hill        2013         Forward   \n",
       "218    203526               Raul Neto        2013           Guard   \n",
       "219    203076           Anthony Davis        2012  Forward-Center   \n",
       "220    203078            Bradley Beal        2012           Guard   \n",
       "221    203079            Dion Waiters        2012           Guard   \n",
       "222    203081          Damian Lillard        2012           Guard   \n",
       "223    203082           Terrence Ross        2012   Guard-Forward   \n",
       "224    203083          Andre Drummond        2012          Center   \n",
       "225    203084         Harrison Barnes        2012         Forward   \n",
       "226    203085           Austin Rivers        2012           Guard   \n",
       "227    203086          Meyers Leonard        2012  Forward-Center   \n",
       "228    203087             Jeremy Lamb        2012   Guard-Forward   \n",
       "229    203089             John Henson        2012  Forward-Center   \n",
       "230    203090        Maurice Harkless        2012   Forward-Guard   \n",
       "231    203094        Andrew Nicholson        2012         Forward   \n",
       "232    203095           Evan Fournier        2012   Guard-Forward   \n",
       "233    203107        Tomas Satoransky        2012           Guard   \n",
       "234    203109             Jae Crowder        2012         Forward   \n",
       "235    203110          Draymond Green        2012         Forward   \n",
       "236    203114         Khris Middleton        2012         Forward   \n",
       "237    203115             Will Barton        2012           Guard   \n",
       "238    203118              Mike Scott        2012         Forward   \n",
       "239    203121           Darius Miller        2012         Forward   \n",
       "240    202681            Kyrie Irving        2011           Guard   \n",
       "241    202683             Enes Kanter        2011          Center   \n",
       "242    202684        Tristan Thompson        2011  Center-Forward   \n",
       "243    202685       Jonas Valanciunas        2011          Center   \n",
       "244    202687         Bismack Biyombo        2011          Center   \n",
       "245    202689            Kemba Walker        2011           Guard   \n",
       "246    202691           Klay Thompson        2011           Guard   \n",
       "247    202692              Alec Burks        2011           Guard   \n",
       "248    202693         Markieff Morris        2011         Forward   \n",
       "249    202695           Kawhi Leonard        2011         Forward   \n",
       "250    202696          Nikola Vucevic        2011          Center   \n",
       "251    202697           Iman Shumpert        2011           Guard   \n",
       "252    202699           Tobias Harris        2011         Forward   \n",
       "253    202704          Reggie Jackson        2011           Guard   \n",
       "254    202709             Cory Joseph        2011           Guard   \n",
       "255    202710            Jimmy Butler        2011         Forward   \n",
       "256    202711        Bojan Bogdanovic        2011         Forward   \n",
       "257    202713            Kyle Singler        2011         Forward   \n",
       "258    202720               Jon Leuer        2011         Forward   \n",
       "259    202722           Davis Bertans        2011         Forward   \n",
       "260    202734           E'Twaun Moore        2011           Guard   \n",
       "261    202738           Isaiah Thomas        2011           Guard   \n",
       "262    202322               John Wall        2010           Guard   \n",
       "263    202324          Derrick Favors        2010         Forward   \n",
       "264    202326        DeMarcus Cousins        2010          Center   \n",
       "265    202330          Gordon Hayward        2010         Forward   \n",
       "266    202331             Paul George        2010         Forward   \n",
       "267    202332            Cole Aldrich        2010          Center   \n",
       "268    202334                Ed Davis        2010  Center-Forward   \n",
       "269    202335       Patrick Patterson        2010         Forward   \n",
       "270    202336           Larry Sanders        2010  Forward-Center   \n",
       "271    202339            Eric Bledsoe        2010           Guard   \n",
       "272    202340           Avery Bradley        2010           Guard   \n",
       "273    202355        Hassan Whiteside        2010          Center   \n",
       "274    202357         Nemanja Bjelica        2010         Forward   \n",
       "275    201933           Blake Griffin        2009         Forward   \n",
       "276    201935            James Harden        2009           Guard   \n",
       "277    201937             Ricky Rubio        2009           Guard   \n",
       "278    201939           Stephen Curry        2009           Guard   \n",
       "279    201942           DeMar DeRozan        2009   Guard-Forward   \n",
       "280    201949           James Johnson        2009         Forward   \n",
       "281    201950            Jrue Holiday        2009           Guard   \n",
       "282    201952             Jeff Teague        2009           Guard   \n",
       "283    201959              Taj Gibson        2009         Forward   \n",
       "284    201960         DeMarre Carroll        2009         Forward   \n",
       "285    201961         Wayne Ellington        2009           Guard   \n",
       "286    201976        Patrick Beverley        2009           Guard   \n",
       "287    201980             Danny Green        2009           Guard   \n",
       "288    201988             Patty Mills        2009           Guard   \n",
       "289    201565            Derrick Rose        2008           Guard   \n",
       "290    201566       Russell Westbrook        2008           Guard   \n",
       "291    201567              Kevin Love        2008  Forward-Center   \n",
       "292    201568        Danilo Gallinari        2008         Forward   \n",
       "293    201569             Eric Gordon        2008           Guard   \n",
       "294    201572             Brook Lopez        2008          Center   \n",
       "295    201577             Robin Lopez        2008          Center   \n",
       "296    201580            JaVale McGee        2008  Center-Forward   \n",
       "297    201583           Ryan Anderson        2008         Forward   \n",
       "298    201586             Serge Ibaka        2008         Forward   \n",
       "299    201587           Nicolas Batum        2008   Guard-Forward   \n",
       "300    201588             George Hill        2008           Guard   \n",
       "301    201599          DeAndre Jordan        2008          Center   \n",
       "302    201609            Goran Dragic        2008           Guard   \n",
       "303    201142            Kevin Durant        2007         Forward   \n",
       "304    201143              Al Horford        2007  Center-Forward   \n",
       "305    201144             Mike Conley        2007           Guard   \n",
       "306    201145              Jeff Green        2007         Forward   \n",
       "307    201149             Joakim Noah        2007  Forward-Center   \n",
       "308    201152          Thaddeus Young        2007         Forward   \n",
       "309    201162            Jared Dudley        2007         Forward   \n",
       "310    201188              Marc Gasol        2007          Center   \n",
       "311    200746       LaMarcus Aldridge        2006  Center-Forward   \n",
       "312    200752                Rudy Gay        2006   Forward-Guard   \n",
       "313    200755               JJ Redick        2006           Guard   \n",
       "314    200765             Rajon Rondo        2006           Guard   \n",
       "315    200768              Kyle Lowry        2006           Guard   \n",
       "316    200794            Paul Millsap        2006         Forward   \n",
       "317    101108              Chris Paul        2005           Guard   \n",
       "318    101141          Ersan Ilyasova        2005         Forward   \n",
       "319    101145             Monta Ellis        2005           Guard   \n",
       "320    101150            Lou Williams        2005           Guard   \n",
       "321      2730           Dwight Howard        2004  Center-Forward   \n",
       "322      2733        Shaun Livingston        2004           Guard   \n",
       "323      2736               Luol Deng        2004         Forward   \n",
       "324      2738          Andre Iguodala        2004   Guard-Forward   \n",
       "325      2747                JR Smith        2004           Guard   \n",
       "326      2760        Anderson Varejao        2004          Center   \n",
       "327      2772            Trevor Ariza        2004         Forward   \n",
       "328      2544            LeBron James        2003         Forward   \n",
       "329      2546         Carmelo Anthony        2003         Forward   \n",
       "\n",
       "                            drafted_from                         drafted_by  \\\n",
       "0                               Maryland                 Philadelphia 76ers   \n",
       "1                   North Carolina State                  Charlotte Hornets   \n",
       "2                                 Purdue                 Philadelphia 76ers   \n",
       "3                           KK Mega Leks                     Indiana Pacers   \n",
       "4                                Gonzaga                 Washington Wizards   \n",
       "5                             Santa Cruz               New Orleans Pelicans   \n",
       "6                          Florida State                        LA Clippers   \n",
       "7                                   Duke               New Orleans Pelicans   \n",
       "8                                   Duke                    New York Knicks   \n",
       "9                                   Duke                      Atlanta Hawks   \n",
       "10                          Murray State                  Memphis Grizzlies   \n",
       "11                              Virginia                 Los Angeles Lakers   \n",
       "12                        North Carolina                      Chicago Bulls   \n",
       "13                            Texas Tech                       Phoenix Suns   \n",
       "14                               Gonzaga              Oklahoma City Thunder   \n",
       "15                           Limoges CSP                    Detroit Pistons   \n",
       "16                            Vanderbilt                Cleveland Cavaliers   \n",
       "17                                 Texas                      Atlanta Hawks   \n",
       "18                              Kentucky                         Miami Heat   \n",
       "19                              Kentucky                  San Antonio Spurs   \n",
       "20                               Indiana                     Boston Celtics   \n",
       "21                        North Carolina             Portland Trail Blazers   \n",
       "22                              Stanford                       Phoenix Suns   \n",
       "23                             Princeton                          Utah Jazz   \n",
       "24                               Georgia                      Brooklyn Nets   \n",
       "25                              Arkansas                      Chicago Bulls   \n",
       "26                              Virginia                 Philadelphia 76ers   \n",
       "27                        North Carolina             Minnesota Timberwolves   \n",
       "28                         Florida State                      Brooklyn Nets   \n",
       "29                             San Diego                  Charlotte Hornets   \n",
       "30                            Washington             Minnesota Timberwolves   \n",
       "31                                  Yale              Golden State Warriors   \n",
       "32                             Villanova              Golden State Warriors   \n",
       "33                              Michigan              Golden State Warriors   \n",
       "34                              Nebraska                    Detroit Pistons   \n",
       "35                           KK Olimpija                  San Antonio Spurs   \n",
       "36                             Tennessee                 Philadelphia 76ers   \n",
       "37                            Washington                     Boston Celtics   \n",
       "38                       Louisiana State                     Boston Celtics   \n",
       "39                     Mississippi State                  San Antonio Spurs   \n",
       "40                             Tennessee                     Boston Celtics   \n",
       "41                               Belmont                Cleveland Cavaliers   \n",
       "42                               Wyoming                   Sacramento Kings   \n",
       "43                 College of Charleston                     Indiana Pacers   \n",
       "44                                  Duke                          Utah Jazz   \n",
       "45                                Dayton                 Philadelphia 76ers   \n",
       "46                                  Duke                   Sacramento Kings   \n",
       "47                                 Texas                      Orlando Magic   \n",
       "48                             Villanova                 Philadelphia 76ers   \n",
       "49                        Michigan State                        LA Clippers   \n",
       "50                             Villanova                   Dallas Mavericks   \n",
       "51                         West Virginia                  Memphis Grizzlies   \n",
       "52                              Kentucky                      Brooklyn Nets   \n",
       "53                            Cincinnati              Golden State Warriors   \n",
       "54                                Kansas                      Atlanta Hawks   \n",
       "55                California-Los Angeles                     Indiana Pacers   \n",
       "56                              Maryland                      Atlanta Hawks   \n",
       "57                           Boise State                      Chicago Bulls   \n",
       "58                        Missouri State                     Indiana Pacers   \n",
       "59                   Southern California                    Houston Rockets   \n",
       "60                   Southern California                    Milwaukee Bucks   \n",
       "61                    Southern Methodist                   Dallas Mavericks   \n",
       "62                                Kansas                 Los Angeles Lakers   \n",
       "63                          Georgia Tech             Minnesota Timberwolves   \n",
       "64                        Boston College                        LA Clippers   \n",
       "65                                  None                    New York Knicks   \n",
       "66                               Alabama                Cleveland Cavaliers   \n",
       "67                         Wichita State                 Philadelphia 76ers   \n",
       "68                           IMG Academy             Portland Trail Blazers   \n",
       "69                            Texas Tech                       Phoenix Suns   \n",
       "70                             Villanova                      Atlanta Hawks   \n",
       "71                             Creighton                 Philadelphia 76ers   \n",
       "72                              Kentucky                      Orlando Magic   \n",
       "73                              Michigan                 Los Angeles Lakers   \n",
       "74                              Oklahoma                   Dallas Mavericks   \n",
       "75                               Arizona                       Phoenix Suns   \n",
       "76                Real Madrid Baloncesto                      Atlanta Hawks   \n",
       "77                           KK Cedevita                      Brooklyn Nets   \n",
       "78                  FC Barcelona Basquet                      Brooklyn Nets   \n",
       "79                     Fraport Skyliners                 Philadelphia 76ers   \n",
       "80                            Washington                 Philadelphia 76ers   \n",
       "81                California-Los Angeles                 Los Angeles Lakers   \n",
       "82                                Kansas                       Phoenix Suns   \n",
       "83                              Kentucky                   Sacramento Kings   \n",
       "84                                  Duke                     Boston Celtics   \n",
       "85                              Kentucky                  Charlotte Hornets   \n",
       "86                         Florida State                      Orlando Magic   \n",
       "87                        SIG Strasbourg                    New York Knicks   \n",
       "88                               Arizona             Minnesota Timberwolves   \n",
       "89                            Louisville                     Denver Nuggets   \n",
       "90                                  Duke                    Detroit Pistons   \n",
       "91                               Gonzaga                   Sacramento Kings   \n",
       "92                           Wake Forest                      Atlanta Hawks   \n",
       "93                        North Carolina             Portland Trail Blazers   \n",
       "94                               Indiana                    Toronto Raptors   \n",
       "95                                 Texas                      Brooklyn Nets   \n",
       "96                              Kentucky                         Miami Heat   \n",
       "97                        Adelaide 36ers              Oklahoma City Thunder   \n",
       "98                           BC Zalgiris                    Houston Rockets   \n",
       "99                       CB Gran Canaria                      Orlando Magic   \n",
       "100                               Oregon                      Chicago Bulls   \n",
       "101                       North Carolina                 Los Angeles Lakers   \n",
       "102                                 Utah                      Brooklyn Nets   \n",
       "103                   Southern Methodist                     Boston Celtics   \n",
       "104                             Colorado                  San Antonio Spurs   \n",
       "105                                 Duke                  Charlotte Hornets   \n",
       "106                            Villanova                          Utah Jazz   \n",
       "107                        Florida State               New Orleans Pelicans   \n",
       "108                               Xavier               New Orleans Pelicans   \n",
       "109                       South Carolina                    Milwaukee Bucks   \n",
       "110                               Oregon                    Houston Rockets   \n",
       "111                              Indiana                          Utah Jazz   \n",
       "112                           Iowa State                     Denver Nuggets   \n",
       "113                              Houston                    New York Knicks   \n",
       "114                   Southern Methodist                 Philadelphia 76ers   \n",
       "115                         KK Mega Leks                     Denver Nuggets   \n",
       "116                      Louisiana State                 Philadelphia 76ers   \n",
       "117                              Gonzaga              Oklahoma City Thunder   \n",
       "118                        Florida State                     Denver Nuggets   \n",
       "119                           Washington                       Phoenix Suns   \n",
       "120                           Providence             Minnesota Timberwolves   \n",
       "121                            Marquette                    Detroit Pistons   \n",
       "122                             Oklahoma               New Orleans Pelicans   \n",
       "123                                 Duke                 Los Angeles Lakers   \n",
       "124                           Notre Dame                     Boston Celtics   \n",
       "125                           Vanderbilt              Golden State Warriors   \n",
       "126                             Michigan                     Indiana Pacers   \n",
       "127                                 None                    Milwaukee Bucks   \n",
       "128                           Washington                  San Antonio Spurs   \n",
       "129                             Kentucky                     Denver Nuggets   \n",
       "130                                 Utah                    Toronto Raptors   \n",
       "131                               Baylor                          Utah Jazz   \n",
       "132                       Michigan State                      Chicago Bulls   \n",
       "133                           California                     Boston Celtics   \n",
       "134                       Saint Joseph's                      Atlanta Hawks   \n",
       "135                             Virginia                    Milwaukee Bucks   \n",
       "136                               Purdue                   Dallas Mavericks   \n",
       "137                             Maryland                      Orlando Magic   \n",
       "138                     Nevada-Las Vegas              Golden State Warriors   \n",
       "139                           Iowa State                     Indiana Pacers   \n",
       "140                     New Mexico State                    Toronto Raptors   \n",
       "141                    Anadolu Efes S.K.                 Philadelphia 76ers   \n",
       "142                 Movistar Estudiantes                     Denver Nuggets   \n",
       "143                     SPO Rouen Basket                     Boston Celtics   \n",
       "144                       KK Mega Vizura                 Los Angeles Lakers   \n",
       "145                           Iowa State                     Boston Celtics   \n",
       "146                                 Duke                 Philadelphia 76ers   \n",
       "147                                 Duke                Cleveland Cavaliers   \n",
       "148                             Virginia                   Dallas Mavericks   \n",
       "149                           Louisville                    Houston Rockets   \n",
       "150                                 Utah                    Toronto Raptors   \n",
       "151                           Ohio State                 Los Angeles Lakers   \n",
       "152                        Bowling Green                 Philadelphia 76ers   \n",
       "153                                 Duke                         Miami Heat   \n",
       "154                            Wisconsin                  Charlotte Hornets   \n",
       "155                             Kentucky                       Phoenix Suns   \n",
       "156                         Murray State              Oklahoma City Thunder   \n",
       "157                                Texas                     Indiana Pacers   \n",
       "158                             Kentucky                          Utah Jazz   \n",
       "159                              Arizona                    Detroit Pistons   \n",
       "160                           Notre Dame                 Washington Wizards   \n",
       "161                             Arkansas                      Chicago Bulls   \n",
       "162               California-Los Angeles              Golden State Warriors   \n",
       "163                             Kentucky              Oklahoma City Thunder   \n",
       "164                           Louisville                     Boston Celtics   \n",
       "165               California-Los Angeles                    Milwaukee Bucks   \n",
       "166                           Notre Dame                      Brooklyn Nets   \n",
       "167                           CB Sevilla                 Philadelphia 76ers   \n",
       "168                            Tennessee                         Miami Heat   \n",
       "169                 FC Barcelona Basquet                      Orlando Magic   \n",
       "170                    Anadolu Efes S.K.             Minnesota Timberwolves   \n",
       "171                           CB Sevilla                    New York Knicks   \n",
       "172                       Delaware 87ers                    New York Knicks   \n",
       "173               California-Los Angeles             Minnesota Timberwolves   \n",
       "174                  Louisiana-Lafayette                 Philadelphia 76ers   \n",
       "175                             Missouri                 Washington Wizards   \n",
       "176                       Michigan State                      Chicago Bulls   \n",
       "177                             Colorado                    Detroit Pistons   \n",
       "178                                 Duke                          Utah Jazz   \n",
       "179                             Michigan             Minnesota Timberwolves   \n",
       "180                             Syracuse                 Philadelphia 76ers   \n",
       "181                             Virginia                Cleveland Cavaliers   \n",
       "182                            Creighton                     Denver Nuggets   \n",
       "183                              Arizona                      Orlando Magic   \n",
       "184                       Oklahoma State                     Boston Celtics   \n",
       "185               California-Los Angeles                  San Antonio Spurs   \n",
       "186                             Stanford                  Charlotte Hornets   \n",
       "187                              Indiana                  Charlotte Hornets   \n",
       "188                             Kentucky                 Los Angeles Lakers   \n",
       "189                               Kansas                Cleveland Cavaliers   \n",
       "190                                 Duke                    Milwaukee Bucks   \n",
       "191                               Kansas                 Philadelphia 76ers   \n",
       "192        Australian Institute of Sport                          Utah Jazz   \n",
       "193                            KK Cibona                      Orlando Magic   \n",
       "194                          Elan Chalon                    Houston Rockets   \n",
       "195                          KK Partizan                       Phoenix Suns   \n",
       "196                          KK Cedevita                      Chicago Bulls   \n",
       "197              Esporte Clube Pinheiros                    Toronto Raptors   \n",
       "198                         KK Mega Leks                     Denver Nuggets   \n",
       "199                             Kentucky               New Orleans Pelicans   \n",
       "200                             Maryland                       Phoenix Suns   \n",
       "201                             Colorado             Minnesota Timberwolves   \n",
       "202                               Kansas                   Sacramento Kings   \n",
       "203                               Lehigh             Portland Trail Blazers   \n",
       "204                              Indiana                  Charlotte Bobcats   \n",
       "205        Basketball Lowen Braunschweig                      Atlanta Hawks   \n",
       "206                           Louisville                          Utah Jazz   \n",
       "207                              Gonzaga                   Dallas Mavericks   \n",
       "208                                 Duke                      Brooklyn Nets   \n",
       "209                             Bucknell                   Dallas Mavericks   \n",
       "210                       North Carolina               Los Angeles Clippers   \n",
       "211                        Cholet Basket                     Denver Nuggets   \n",
       "212                           Pittsburgh              Oklahoma City Thunder   \n",
       "213                           New Mexico                      Chicago Bulls   \n",
       "214                             Michigan             Minnesota Timberwolves   \n",
       "215                              Indiana                      Orlando Magic   \n",
       "216                 Basket Zaragoza 2002                    Milwaukee Bucks   \n",
       "217                              Arizona                     Indiana Pacers   \n",
       "218            San Sebastian Gipuzkoa BC                      Atlanta Hawks   \n",
       "219                             Kentucky                New Orleans Hornets   \n",
       "220                              Florida                 Washington Wizards   \n",
       "221                             Syracuse                Cleveland Cavaliers   \n",
       "222                          Weber State             Portland Trail Blazers   \n",
       "223                           Washington                    Toronto Raptors   \n",
       "224                          Connecticut                    Detroit Pistons   \n",
       "225                       North Carolina              Golden State Warriors   \n",
       "226                                 Duke                New Orleans Hornets   \n",
       "227                             Illinois             Portland Trail Blazers   \n",
       "228                          Connecticut                    Houston Rockets   \n",
       "229                       North Carolina                    Milwaukee Bucks   \n",
       "230                      St. John's (NY)                 Philadelphia 76ers   \n",
       "231                      St. Bonaventure                      Orlando Magic   \n",
       "232                   Poitiers Basket 86                     Denver Nuggets   \n",
       "233                           CB Sevilla                 Washington Wizards   \n",
       "234                            Marquette                Cleveland Cavaliers   \n",
       "235                       Michigan State              Golden State Warriors   \n",
       "236                            Texas A&M                    Detroit Pistons   \n",
       "237                              Memphis             Portland Trail Blazers   \n",
       "238                             Virginia                      Atlanta Hawks   \n",
       "239                             Kentucky                New Orleans Hornets   \n",
       "240                                 Duke                Cleveland Cavaliers   \n",
       "241                             Kentucky                          Utah Jazz   \n",
       "242                                Texas                Cleveland Cavaliers   \n",
       "243                    BC Lietuvos rytas                    Toronto Raptors   \n",
       "244               Baloncesto Fuenlabrada                   Sacramento Kings   \n",
       "245                          Connecticut                  Charlotte Bobcats   \n",
       "246                     Washington State              Golden State Warriors   \n",
       "247                             Colorado                          Utah Jazz   \n",
       "248                               Kansas                       Phoenix Suns   \n",
       "249                      San Diego State                     Indiana Pacers   \n",
       "250                  Southern California                 Philadelphia 76ers   \n",
       "251                         Georgia Tech                    New York Knicks   \n",
       "252                            Tennessee                  Charlotte Bobcats   \n",
       "253                       Boston College              Oklahoma City Thunder   \n",
       "254                                Texas                  San Antonio Spurs   \n",
       "255                            Marquette                      Chicago Bulls   \n",
       "256                          KK Partizan                         Miami Heat   \n",
       "257                                 Duke                    Detroit Pistons   \n",
       "258                            Wisconsin                    Milwaukee Bucks   \n",
       "259                          KK Olimpija                     Indiana Pacers   \n",
       "260                               Purdue                     Boston Celtics   \n",
       "261                           Washington                   Sacramento Kings   \n",
       "262                             Kentucky                 Washington Wizards   \n",
       "263                         Georgia Tech                    New Jersey Nets   \n",
       "264                             Kentucky                   Sacramento Kings   \n",
       "265                               Butler                          Utah Jazz   \n",
       "266                         Fresno State                     Indiana Pacers   \n",
       "267                               Kansas                New Orleans Hornets   \n",
       "268                       North Carolina                    Toronto Raptors   \n",
       "269                             Kentucky                    Houston Rockets   \n",
       "270                Virginia Commonwealth                    Milwaukee Bucks   \n",
       "271                             Kentucky              Oklahoma City Thunder   \n",
       "272                                Texas                     Boston Celtics   \n",
       "273                             Marshall                   Sacramento Kings   \n",
       "274                     KK Crvena zvezda                 Washington Wizards   \n",
       "275                             Oklahoma               Los Angeles Clippers   \n",
       "276                        Arizona State              Oklahoma City Thunder   \n",
       "277                    Joventut Badalona             Minnesota Timberwolves   \n",
       "278                             Davidson              Golden State Warriors   \n",
       "279                  Southern California                    Toronto Raptors   \n",
       "280                          Wake Forest                      Chicago Bulls   \n",
       "281               California-Los Angeles                 Philadelphia 76ers   \n",
       "282                          Wake Forest                      Atlanta Hawks   \n",
       "283                  Southern California                      Chicago Bulls   \n",
       "284                             Missouri                  Memphis Grizzlies   \n",
       "285                       North Carolina             Minnesota Timberwolves   \n",
       "286                            BC Dnipro                 Los Angeles Lakers   \n",
       "287                       North Carolina                Cleveland Cavaliers   \n",
       "288                      St. Mary's (CA)             Portland Trail Blazers   \n",
       "289                              Memphis                      Chicago Bulls   \n",
       "290               California-Los Angeles              Oklahoma City Thunder   \n",
       "291               California-Los Angeles                  Memphis Grizzlies   \n",
       "292                       Olimpia Milano                    New York Knicks   \n",
       "293                              Indiana               Los Angeles Clippers   \n",
       "294                             Stanford                    New Jersey Nets   \n",
       "295                             Stanford                       Phoenix Suns   \n",
       "296                          Nevada-Reno                 Washington Wizards   \n",
       "297                           California                    New Jersey Nets   \n",
       "298                      CB L'Hospitalet              Oklahoma City Thunder   \n",
       "299                Le Mans Sarthe Basket                    Houston Rockets   \n",
       "300                                IUPUI                  San Antonio Spurs   \n",
       "301                            Texas A&M               Los Angeles Clippers   \n",
       "302                          KK Olimpija                  San Antonio Spurs   \n",
       "303                                Texas                Seattle SuperSonics   \n",
       "304                              Florida                      Atlanta Hawks   \n",
       "305                           Ohio State                  Memphis Grizzlies   \n",
       "306                           Georgetown                     Boston Celtics   \n",
       "307                              Florida                      Chicago Bulls   \n",
       "308                         Georgia Tech                 Philadelphia 76ers   \n",
       "309                       Boston College                  Charlotte Bobcats   \n",
       "310                        CB Sant Josep                 Los Angeles Lakers   \n",
       "311                                Texas                      Chicago Bulls   \n",
       "312                          Connecticut                    Houston Rockets   \n",
       "313                                 Duke                      Orlando Magic   \n",
       "314                             Kentucky                       Phoenix Suns   \n",
       "315                            Villanova                  Memphis Grizzlies   \n",
       "316                       Louisiana Tech                          Utah Jazz   \n",
       "317                          Wake Forest  New Orleans/Oklahoma City Hornets   \n",
       "318                            Ulkerspor                    Milwaukee Bucks   \n",
       "319                               Lanier              Golden State Warriors   \n",
       "320                       South Gwinnett                 Philadelphia 76ers   \n",
       "321  Southwest Atlanta Christian Academy                      Orlando Magic   \n",
       "322                               Peoria               Los Angeles Clippers   \n",
       "323                                 Duke                       Phoenix Suns   \n",
       "324                              Arizona                 Philadelphia 76ers   \n",
       "325  Saint Benedict's Preparatory School                New Orleans Hornets   \n",
       "326                 FC Barcelona Basquet                      Orlando Magic   \n",
       "327               California-Los Angeles                    New York Knicks   \n",
       "328             Saint Vincent-Saint Mary                Cleveland Cavaliers   \n",
       "329                             Syracuse                     Denver Nuggets   \n",
       "\n",
       "               current_team  salary_mil  \n",
       "0             Atlanta Hawks        2.23  \n",
       "1         Charlotte Hornets        2.23  \n",
       "2            Boston Celtics        1.93  \n",
       "3            Indiana Pacers        6.76  \n",
       "4        Washington Wizards        8.49  \n",
       "5     Golden State Warriors        1.93  \n",
       "6               LA Clippers        1.93  \n",
       "7      New Orleans Pelicans       17.60  \n",
       "8           New York Knicks       14.30  \n",
       "9             Atlanta Hawks        8.11  \n",
       "10        Memphis Grizzlies       15.82  \n",
       "11            Atlanta Hawks       12.97  \n",
       "12            Chicago Bulls        9.94  \n",
       "13   Minnesota Timberwolves       10.82  \n",
       "14        Memphis Grizzlies        6.26  \n",
       "15          Detroit Pistons        7.74  \n",
       "16      Cleveland Cavaliers       11.83  \n",
       "17     New Orleans Pelicans        9.17  \n",
       "18               Miami Heat        7.91  \n",
       "19        San Antonio Spurs        5.81  \n",
       "20           Boston Celtics        7.84  \n",
       "21   Portland Trail Blazers        6.13  \n",
       "22               Miami Heat        2.23  \n",
       "23    Oklahoma City Thunder        6.21  \n",
       "24            Brooklyn Nets        2.23  \n",
       "25            Chicago Bulls        1.93  \n",
       "26    Oklahoma City Thunder        6.17  \n",
       "27             Phoenix Suns        8.06  \n",
       "28         Sacramento Kings        2.08  \n",
       "29        Charlotte Hornets        1.93  \n",
       "30   Minnesota Timberwolves        1.93  \n",
       "31                Utah Jazz        2.23  \n",
       "32    Golden State Warriors        2.23  \n",
       "33    Golden State Warriors        5.81  \n",
       "34    Oklahoma City Thunder        1.93  \n",
       "35        San Antonio Spurs        6.50  \n",
       "36       Washington Wizards        1.52  \n",
       "37       Philadelphia 76ers        6.28  \n",
       "38           Boston Celtics        1.67  \n",
       "39        San Antonio Spurs        1.67  \n",
       "40           Boston Celtics        6.24  \n",
       "41      Cleveland Cavaliers        5.96  \n",
       "42         Sacramento Kings        2.23  \n",
       "43                Utah Jazz        1.67  \n",
       "44        Memphis Grizzlies        5.84  \n",
       "45       Los Angeles Lakers        1.73  \n",
       "46         Sacramento Kings       14.76  \n",
       "47            Orlando Magic       10.10  \n",
       "48             Phoenix Suns        7.57  \n",
       "49        Charlotte Hornets        7.46  \n",
       "50         Dallas Mavericks        1.80  \n",
       "51             Phoenix Suns        3.93  \n",
       "52          Detroit Pistons        2.08  \n",
       "53   Minnesota Timberwolves        2.02  \n",
       "54        Charlotte Hornets        4.74  \n",
       "55           Indiana Pacers        5.79  \n",
       "56            Atlanta Hawks        6.07  \n",
       "57            Chicago Bulls        5.82  \n",
       "58            Brooklyn Nets        0.11  \n",
       "59        Memphis Grizzlies        9.57  \n",
       "60         Sacramento Kings        0.05  \n",
       "61       Philadelphia 76ers        2.00  \n",
       "62    Oklahoma City Thunder        2.08  \n",
       "63   Minnesota Timberwolves        5.86  \n",
       "64       Washington Wizards        3.74  \n",
       "65          New York Knicks        1.80  \n",
       "66      Cleveland Cavaliers        8.56  \n",
       "67            Brooklyn Nets        5.56  \n",
       "68   Portland Trail Blazers        5.76  \n",
       "69       Philadelphia 76ers        1.07  \n",
       "70   Minnesota Timberwolves        1.99  \n",
       "71          Detroit Pistons        0.74  \n",
       "72   Minnesota Timberwolves        2.08  \n",
       "73       Washington Wizards        2.16  \n",
       "74            Atlanta Hawks       11.04  \n",
       "75             Phoenix Suns       16.42  \n",
       "76         Dallas Mavericks       13.35  \n",
       "77            Brooklyn Nets        2.00  \n",
       "78          Milwaukee Bucks        1.86  \n",
       "79       Washington Wizards        2.08  \n",
       "80            Orlando Magic       17.00  \n",
       "81     New Orleans Pelicans       14.36  \n",
       "82          Detroit Pistons        5.01  \n",
       "83         Sacramento Kings       34.85  \n",
       "84           Boston Celtics       34.85  \n",
       "85        Charlotte Hornets        7.32  \n",
       "86            Orlando Magic       17.40  \n",
       "87          New York Knicks        8.33  \n",
       "88            Chicago Bulls        9.03  \n",
       "89                Utah Jazz       34.85  \n",
       "90              LA Clippers       14.76  \n",
       "91   Portland Trail Blazers        7.36  \n",
       "92            Atlanta Hawks        7.71  \n",
       "93    Oklahoma City Thunder        5.03  \n",
       "94          Toronto Raptors       19.93  \n",
       "95      Cleveland Cavaliers        7.71  \n",
       "96               Miami Heat       34.85  \n",
       "97       Philadelphia 76ers        3.94  \n",
       "98           Denver Nuggets        1.76  \n",
       "99               Not signed        0.37  \n",
       "100              Not signed        0.58  \n",
       "101      Philadelphia 76ers        5.28  \n",
       "102      Los Angeles Lakers       13.00  \n",
       "103          Boston Celtics        1.75  \n",
       "104       San Antonio Spurs       19.32  \n",
       "105         Detroit Pistons        1.79  \n",
       "106    New Orleans Pelicans        5.24  \n",
       "107           Orlando Magic        1.82  \n",
       "108          Indiana Pacers        2.32  \n",
       "109              Not signed        0.72  \n",
       "110       Memphis Grizzlies       12.20  \n",
       "111      Washington Wizards        8.67  \n",
       "112          Denver Nuggets        9.80  \n",
       "113     Cleveland Cavaliers        2.00  \n",
       "114         Houston Rockets        1.62  \n",
       "115          Denver Nuggets        2.23  \n",
       "116      Philadelphia 76ers       40.34  \n",
       "117          Indiana Pacers       20.70  \n",
       "118  Minnesota Timberwolves       16.52  \n",
       "119   Golden State Warriors        1.82  \n",
       "120           Atlanta Hawks        5.01  \n",
       "121              Not signed        0.11  \n",
       "122        Sacramento Kings       24.70  \n",
       "123    New Orleans Pelicans       36.02  \n",
       "124              Not signed        0.09  \n",
       "125              Not signed        0.79  \n",
       "126          Indiana Pacers       18.80  \n",
       "127              Not signed        0.31  \n",
       "128       San Antonio Spurs       17.71  \n",
       "129          Denver Nuggets       36.02  \n",
       "130       San Antonio Spurs        9.40  \n",
       "131     Cleveland Cavaliers       13.00  \n",
       "132           Chicago Bulls        4.64  \n",
       "133          Boston Celtics       29.06  \n",
       "134         Toronto Raptors        1.98  \n",
       "135          Indiana Pacers       22.60  \n",
       "136        Dallas Mavericks        0.35  \n",
       "137  Minnesota Timberwolves        3.94  \n",
       "138         Toronto Raptors        4.00  \n",
       "139               Utah Jazz        1.78  \n",
       "140         Toronto Raptors       37.89  \n",
       "141      Philadelphia 76ers        1.76  \n",
       "142  Minnesota Timberwolves        7.53  \n",
       "143          Boston Celtics        1.04  \n",
       "144             LA Clippers        7.52  \n",
       "145            Phoenix Suns        1.75  \n",
       "146         Detroit Pistons        2.13  \n",
       "147       Memphis Grizzlies        8.82  \n",
       "148           Brooklyn Nets        0.13  \n",
       "149      Los Angeles Lakers        9.72  \n",
       "150         Detroit Pistons        9.00  \n",
       "151  Minnesota Timberwolves       31.38  \n",
       "152        Sacramento Kings        5.01  \n",
       "153       Memphis Grizzlies       13.00  \n",
       "154            Phoenix Suns        1.62  \n",
       "155            Phoenix Suns       36.02  \n",
       "156            Phoenix Suns        1.98  \n",
       "157          Indiana Pacers       18.00  \n",
       "158       San Antonio Spurs        5.50  \n",
       "159         Toronto Raptors        3.80  \n",
       "160      Washington Wizards        0.05  \n",
       "161         Milwaukee Bucks        3.80  \n",
       "162   Golden State Warriors        5.18  \n",
       "163   Oklahoma City Thunder        0.46  \n",
       "164       Charlotte Hornets       18.90  \n",
       "165         Toronto Raptors       11.62  \n",
       "166         Milwaukee Bucks        5.73  \n",
       "167    New Orleans Pelicans        1.62  \n",
       "168        Dallas Mavericks       11.62  \n",
       "169  Portland Trail Blazers        1.98  \n",
       "170     Cleveland Cavaliers        8.84  \n",
       "171        Dallas Mavericks       36.02  \n",
       "172         Milwaukee Bucks        2.13  \n",
       "173           Chicago Bulls       19.50  \n",
       "174         New York Knicks        4.77  \n",
       "175               Utah Jazz       14.26  \n",
       "176          Denver Nuggets       20.48  \n",
       "177           Brooklyn Nets       12.30  \n",
       "178  Portland Trail Blazers       10.85  \n",
       "179              Not signed        0.93  \n",
       "180         Detroit Pistons       20.96  \n",
       "181           Brooklyn Nets       19.93  \n",
       "182          Indiana Pacers        7.33  \n",
       "183           Orlando Magic       18.14  \n",
       "184          Boston Celtics       14.34  \n",
       "185       Memphis Grizzlies        9.94  \n",
       "186        Dallas Mavericks       11.08  \n",
       "187              Not signed        0.26  \n",
       "188         New York Knicks       19.80  \n",
       "189   Golden State Warriors       33.62  \n",
       "190        Sacramento Kings        6.50  \n",
       "191      Philadelphia 76ers       33.62  \n",
       "192         Houston Rockets        9.60  \n",
       "193            Phoenix Suns        9.25  \n",
       "194           Atlanta Hawks       18.21  \n",
       "195           Atlanta Hawks       18.00  \n",
       "196  Portland Trail Blazers       12.89  \n",
       "197              Not signed        0.36  \n",
       "198          Denver Nuggets       33.62  \n",
       "199         New York Knicks        5.00  \n",
       "200      Washington Wizards        2.26  \n",
       "201              Not signed        0.16  \n",
       "202         Houston Rockets        2.28  \n",
       "203  Portland Trail Blazers       35.80  \n",
       "204       Charlotte Hornets       15.42  \n",
       "205      Los Angeles Lakers       16.00  \n",
       "206       Memphis Grizzlies       16.59  \n",
       "207              Miami Heat       12.82  \n",
       "208         Detroit Pistons        8.53  \n",
       "209   Oklahoma City Thunder        2.28  \n",
       "210         New York Knicks        4.20  \n",
       "211               Utah Jazz       43.83  \n",
       "212    New Orleans Pelicans       29.59  \n",
       "213           Atlanta Hawks       12.18  \n",
       "214        Dallas Mavericks        3.30  \n",
       "215         Houston Rockets       21.00  \n",
       "216         Milwaukee Bucks       48.79  \n",
       "217           Atlanta Hawks        1.62  \n",
       "218      Washington Wizards        1.62  \n",
       "219      Los Angeles Lakers       43.22  \n",
       "220      Washington Wizards       36.42  \n",
       "221      Los Angeles Lakers       12.65  \n",
       "222  Portland Trail Blazers       48.79  \n",
       "223           Orlando Magic       13.50  \n",
       "224     Cleveland Cavaliers       27.96  \n",
       "225        Sacramento Kings       22.22  \n",
       "226         New York Knicks        3.50  \n",
       "227   Oklahoma City Thunder        9.40  \n",
       "228          Indiana Pacers       10.50  \n",
       "229         Detroit Pistons        0.11  \n",
       "230              Miami Heat        3.62  \n",
       "231           Orlando Magic        2.84  \n",
       "232           Orlando Magic       17.45  \n",
       "233           Chicago Bulls       10.00  \n",
       "234            Phoenix Suns       10.18  \n",
       "235   Golden State Warriors       27.59  \n",
       "236         Milwaukee Bucks       40.40  \n",
       "237          Denver Nuggets       14.67  \n",
       "238      Philadelphia 76ers        5.01  \n",
       "239   Oklahoma City Thunder        7.00  \n",
       "240           Brooklyn Nets       36.65  \n",
       "241  Portland Trail Blazers        5.01  \n",
       "242          Boston Celtics        9.72  \n",
       "243       Memphis Grizzlies       15.00  \n",
       "244       Charlotte Hornets        3.50  \n",
       "245          Boston Celtics       37.65  \n",
       "246   Golden State Warriors       43.22  \n",
       "247         New York Knicks        6.00  \n",
       "248      Los Angeles Lakers        1.62  \n",
       "249             LA Clippers       36.02  \n",
       "250           Orlando Magic       26.00  \n",
       "251              Not signed        0.45  \n",
       "252      Philadelphia 76ers       39.27  \n",
       "253             LA Clippers        1.62  \n",
       "254        Sacramento Kings       12.60  \n",
       "255              Miami Heat       37.65  \n",
       "256               Utah Jazz       19.55  \n",
       "257         Detroit Pistons        1.00  \n",
       "258         Detroit Pistons        3.17  \n",
       "259      Washington Wizards       17.00  \n",
       "260            Phoenix Suns        1.62  \n",
       "261              Not signed        0.11  \n",
       "262         Houston Rockets       47.37  \n",
       "263               Utah Jazz       10.18  \n",
       "264              Not signed        1.62  \n",
       "265       Charlotte Hornets       31.50  \n",
       "266             LA Clippers       48.79  \n",
       "267         New York Knicks        0.69  \n",
       "268  Minnesota Timberwolves        5.01  \n",
       "269             LA Clippers        3.08  \n",
       "270              Not signed        1.87  \n",
       "271    New Orleans Pelicans       19.38  \n",
       "272              Miami Heat        5.92  \n",
       "273        Sacramento Kings        1.62  \n",
       "274        Sacramento Kings        7.15  \n",
       "275           Brooklyn Nets       32.67  \n",
       "276           Brooklyn Nets       47.37  \n",
       "277  Minnesota Timberwolves       17.80  \n",
       "278   Golden State Warriors       45.78  \n",
       "279       San Antonio Spurs       27.74  \n",
       "280        Dallas Mavericks       16.05  \n",
       "281         Milwaukee Bucks       38.50  \n",
       "282          Boston Celtics        1.62  \n",
       "283         New York Knicks        1.44  \n",
       "284         Houston Rockets        6.12  \n",
       "285         Detroit Pistons        1.62  \n",
       "286             LA Clippers       14.32  \n",
       "287      Philadelphia 76ers       15.37  \n",
       "288       San Antonio Spurs       13.54  \n",
       "289         New York Knicks        7.68  \n",
       "290      Washington Wizards       47.06  \n",
       "291     Cleveland Cavaliers       31.26  \n",
       "292           Atlanta Hawks       21.45  \n",
       "293         Houston Rockets       20.92  \n",
       "294         Milwaukee Bucks       13.91  \n",
       "295      Washington Wizards        7.30  \n",
       "296     Cleveland Cavaliers        4.20  \n",
       "297              Not signed        5.21  \n",
       "298             LA Clippers        9.72  \n",
       "299             LA Clippers        9.04  \n",
       "300   Oklahoma City Thunder       10.05  \n",
       "301           Brooklyn Nets       10.38  \n",
       "302              Miami Heat       19.44  \n",
       "303           Brooklyn Nets       43.93  \n",
       "304   Oklahoma City Thunder       27.50  \n",
       "305               Utah Jazz       34.50  \n",
       "306           Brooklyn Nets        1.62  \n",
       "307             LA Clippers        6.43  \n",
       "308           Chicago Bulls       14.19  \n",
       "309      Los Angeles Lakers        1.62  \n",
       "310      Los Angeles Lakers        2.69  \n",
       "311       San Antonio Spurs       16.75  \n",
       "312       San Antonio Spurs       14.50  \n",
       "313    New Orleans Pelicans       13.01  \n",
       "314           Atlanta Hawks        8.25  \n",
       "315         Toronto Raptors       30.50  \n",
       "316          Denver Nuggets       10.00  \n",
       "317            Phoenix Suns       44.21  \n",
       "318               Utah Jazz        0.75  \n",
       "319   Golden State Warriors        2.25  \n",
       "320             LA Clippers        8.00  \n",
       "321      Philadelphia 76ers        1.62  \n",
       "322   Golden State Warriors        0.67  \n",
       "323  Minnesota Timberwolves        5.00  \n",
       "324              Miami Heat       15.00  \n",
       "325      Los Angeles Lakers        1.46  \n",
       "326              Not signed        1.91  \n",
       "327              Miami Heat       12.80  \n",
       "328      Los Angeles Lakers       44.47  \n",
       "329  Portland Trail Blazers        1.62  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Back to the 21st Century. Let us join three tables - player attributes, draft and player salary - to see\n",
    "# a summary of the draft action in our century.\n",
    "\n",
    "drafts_2000 = pd.read_sql(\"\"\"\n",
    "\n",
    "                        SELECT DISTINCT\n",
    "                        PA.ID AS player_id,\n",
    "                        PA.DISPLAY_FIRST_LAST AS full_name,\n",
    "                        CAST(D.yearDraft AS int) AS draft_year,\n",
    "                        PA.Position AS position,\n",
    "                        nameOrganizationFROM AS drafted_from,\n",
    "                        D.nameTeam AS drafted_by,\n",
    "                        CASE WHEN PA.Team_Name IS ''\n",
    "                        THEN 'Not signed'\n",
    "                        ELSE PA.Team_City || ' ' || PA.Team_Name\n",
    "                        END AS 'current_team',\n",
    "                        ROUND((MAX(value) OVER (PARTITION BY PA.ID)/1000000), 2) AS salary_mil\n",
    "                        FROM Player_Attributes AS PA\n",
    "                        JOIN Draft AS D\n",
    "                        ON PA.ID = D.idPlayer\n",
    "                        LEFT JOIN Player_Salary AS PS\n",
    "                        ON PA.DISPLAY_FIRST_LAST = PS.namePlayer\n",
    "                        WHERE Draft_Year > 1999 AND value IS NOT NULL\n",
    "                        ORDER by Draft_Year DESC;\"\"\"\n",
    "                          , conn)\n",
    "drafts_2000\n",
    "\n",
    "# We need to tell Python we want to have all rows from the data frame displayed.\n",
    "\n",
    "pd.set_option('display.max_rows', drafts_2000.shape[0]+1)\n",
    "\n",
    "\n",
    "drafts_2000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "cc3b0aab",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Several limitations to be acknowledged:\n",
    "\n",
    "# - Duplicates of player_id meant different contracts - we focused only on max contract for current team; \n",
    "# - Draft picks that no longer play in the NBA were labeled as \"Not signed\" (Using CASE WHEN statement)\n",
    "# - Salary shown in millions $ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d6e78953",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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