From 70c49b6874b3684cb1365e8c19d147235d3c57fc Mon Sep 17 00:00:00 2001
From: Jeff Tang <jeff.x.tang@gmail.com>
Date: Mon, 9 Oct 2023 09:45:32 -0700
Subject: [PATCH] added scripts to convert txt to db; readme update

---
 llama-demo-apps/README.md  |    6 +-
 llama-demo-apps/csv2db.py  |   38 ++
 llama-demo-apps/nba.txt    | 1294 ++++++++++++++++++++++++++++++++++++
 llama-demo-apps/txt2csv.py |   53 ++
 4 files changed, 1390 insertions(+), 1 deletion(-)
 create mode 100644 llama-demo-apps/csv2db.py
 create mode 100644 llama-demo-apps/nba.txt
 create mode 100644 llama-demo-apps/txt2csv.py

diff --git a/llama-demo-apps/README.md b/llama-demo-apps/README.md
index 9b48582d..b94d0e3e 100644
--- a/llama-demo-apps/README.md
+++ b/llama-demo-apps/README.md
@@ -41,7 +41,11 @@ To run Llama2 in Google Colab using [llama-cpp-python](https://github.com/abetle
 This demo app uses Llama2 to return a text summary of a YouTube video. It shows how to retrieve the caption of a YouTube video and how to ask Llama to summarize the content in four different ways, from the simplest naive way that works for short text to more advanced methods of using LangChain's map_reduce and refine to overcome the 4096 limit of Llama's max input token size.
 
 ## [NBA2023-24](StructuredLlama.ipynb): Ask Llama2 about Structured Data
-This demo app shows how to use LangChain and Llama2 to let users ask questions about **structured** data stored in a SQL DB. As the 2023-24 NBA season is around the corner, we use the NBA roster info saved in a SQLite DB to show you how to ask Llama2 questions about your favorite teams or players.
+This demo app shows how to use LangChain and Llama2 to let users ask questions about **structured** data stored in a SQL DB. As the 2023-24 NBA season is around the corner, we use the NBA roster info saved in a SQLite DB to show you how to ask Llama2 questions about your favorite teams or players. To save the info in the nba.txt file, created by scraping from the web, to a SQLite db, run the commands below to generate `nba_roster.db` used in the notebook:
+```
+python txt2csv.py
+python csv2db.py
+```
 
 ## [BreakingNews](BreakingNews.ipynb): Ask Llama2 about Live Data
 This demo app shows how to perform live data augmented generation tasks with Llama2 and [LlamaIndex](https://github.com/run-llama/llama_index), another leading open-source framework for building LLM apps: it uses the [You.com serarch API](https://documentation.you.com/quickstart) to get breaking news and ask Llama2 about them.
diff --git a/llama-demo-apps/csv2db.py b/llama-demo-apps/csv2db.py
new file mode 100644
index 00000000..a6163074
--- /dev/null
+++ b/llama-demo-apps/csv2db.py
@@ -0,0 +1,38 @@
+import sqlite3
+import csv
+
+# Define the input CSV file and the SQLite database file
+input_csv = 'nba_roster.csv'
+database_file = 'nba_roster.db'
+
+# Connect to the SQLite database
+conn = sqlite3.connect(database_file)
+cursor = conn.cursor()
+
+# Create a table to store the data
+cursor.execute('''CREATE TABLE IF NOT EXISTS nba_roster (
+                    Team TEXT,
+                    NAME TEXT,
+                    Jersey TEXT,
+                    POS TEXT,
+                    AGE INT,
+                    HT TEXT,
+                    WT TEXT,
+                    COLLEGE TEXT,
+                    SALARY TEXT
+                )''')
+
+# Read data from the CSV file and insert it into the SQLite table
+with open(input_csv, 'r', newline='') as csvfile:
+    csv_reader = csv.reader(csvfile)
+    next(csv_reader)  # Skip the header row
+    
+    for row in csv_reader:
+        cursor.execute('INSERT INTO nba_roster VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)', row)
+
+# Commit the changes and close the database connection
+conn.commit()
+conn.close()
+
+print(f'Data from {input_csv} has been successfully imported into {database_file}')
+
diff --git a/llama-demo-apps/nba.txt b/llama-demo-apps/nba.txt
new file mode 100644
index 00000000..9d5a4d9f
--- /dev/null
+++ b/llama-demo-apps/nba.txt
@@ -0,0 +1,1294 @@
+Atlanta Hawks Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4397136.png
+Saddiq Bey41	SF	24	6' 7"	215 lbs	Villanova	$4,556,983
+https://a.espncdn.com/i/headshots/nba/players/full/3037789.png
+Bogdan Bogdanovic13	SG	31	6' 5"	225 lbs	--	$18,700,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Kobe Bufkin	G	20	6' 4"	195 lbs	Michigan	$4,094,280
+https://a.espncdn.com/i/headshots/nba/players/full/3102529.png
+Clint Capela15	C	29	6' 10"	256 lbs	--	$20,616,000
+https://a.espncdn.com/i/headshots/nba/players/full/4277952.png
+Bruno Fernando0	PF	25	6' 10"	240 lbs	Maryland	$2,581,522
+https://a.espncdn.com/i/headshots/nba/players/full/4065656.png
+Trent Forrest2	G	25	6' 4"	210 lbs	Florida State	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432585.png
+AJ Griffin14	F	20	6' 6"	222 lbs	Duke	$3,712,920
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Mouhamed Gueye	F	20	6' 11"	210 lbs	Washington State	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/4065732.png
+De'Andre Hunter12	SF	25	6' 8"	221 lbs	Virginia	$20,089,286
+https://a.espncdn.com/i/headshots/nba/players/full/4701230.png
+Jalen Johnson1	SF	21	6' 8"	219 lbs	Duke	$2,925,360
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jarkel Joiner	G	24	6' 1"	180 lbs	NC State	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Seth Lundy	G	23	6' 6"	220 lbs	Penn State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3913180.png
+Garrison Mathews25	SG	26	6' 6"	215 lbs	Lipscomb	$2,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4032.png
+Wesley Matthews23	SG	36	6' 4"	220 lbs	Marquette	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4004.png
+Patty Mills8	PG	35	6' 0"	180 lbs	Saint Mary's	$6,802,950
+https://a.espncdn.com/i/headshots/nba/players/full/3907497.png
+Dejounte Murray5	SG	27	6' 5"	180 lbs	Washington	$18,214,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Miles Norris	F	23	6' 10"	220 lbs	UC Santa Barbara	--
+https://a.espncdn.com/i/headshots/nba/players/full/4431680.png
+Onyeka Okongwu17	PF	22	6' 9"	240 lbs	USC	$8,109,063
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Keaton Wallace	G	24	6' 3"	185 lbs	UTSA	--
+https://a.espncdn.com/i/headshots/nba/players/full/4277905.png
+Trae Young11	PG	25	6' 1"	164 lbs	Oklahoma	$40,064,220
+Boston Celtics Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4397885.png
+Dalano Banton	G	23	6' 7"	204 lbs	Nebraska	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4278031.png
+Oshae Brissett12	SF	25	6' 7"	210 lbs	Syracuse	$2,165,000
+https://a.espncdn.com/i/headshots/nba/players/full/2566769.png
+Malcolm Brogdon13	PG	30	6' 4"	229 lbs	Virginia	$22,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/3917376.png
+Jaylen Brown7	SG	26	6' 6"	223 lbs	California	$31,830,357
+https://a.espncdn.com/i/headshots/nba/players/full/4432907.png
+Justin Champagnie99	SF	22	6' 6"	206 lbs	Pittsburgh	--
+https://a.espncdn.com/i/headshots/nba/players/full/4576085.png
+JD Davison20	SG	20	6' 1"	195 lbs	Alabama	--
+https://a.espncdn.com/i/headshots/nba/players/full/3989.png
+Blake Griffin91	PF	34	6' 9"	250 lbs	Oklahoma	--
+https://a.espncdn.com/i/headshots/nba/players/full/4065804.png
+Sam Hauser30	SF	25	6' 7"	217 lbs	Virginia	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/3213.png
+Al Horford42	C	37	6' 9"	240 lbs	Florida	$10,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3064560.png
+Luke Kornet40	C	28	7' 2"	250 lbs	Vanderbilt	$2,413,304
+https://a.espncdn.com/i/headshots/nba/players/full/3133602.png
+Svi Mykhailiuk	SG	26	6' 7"	205 lbs	Kansas	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3102531.png
+Kristaps Porzingis	C	28	7' 3"	240 lbs	--	$36,016,200
+https://a.espncdn.com/i/headshots/nba/players/full/4066354.png
+Payton Pritchard11	PG	25	6' 1"	195 lbs	Oregon	$4,037,278
+https://a.espncdn.com/i/headshots/nba/players/full/4397424.png
+Neemias Queta	C	24	7' 0"	245 lbs	Utah State	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4065648.png
+Jayson Tatum0	SF	25	6' 8"	210 lbs	Duke	$32,600,060
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jordan Walsh	G	19	6' 7"	205 lbs	Arkansas	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/3078576.png
+Derrick White9	PG	29	6' 4"	190 lbs	Colorado	$18,357,143
+https://a.espncdn.com/i/headshots/nba/players/full/4066211.png
+Robert Williams III44	C	25	6' 9"	237 lbs	Texas A&M	$11,571,429
+
+Brooklyn Nets Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4423545.png
+Darius Bazley	PF	23	6' 9"	216 lbs	--	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3147657.png
+Mikal Bridges1	SF	27	6' 6"	209 lbs	Villanova	$21,700,000
+https://a.espncdn.com/i/headshots/nba/players/full/4278067.png
+Nic Claxton33	C	24	6' 11"	215 lbs	Georgia	$9,625,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Noah Clowney	F	19	6' 10"	210 lbs	Alabama	$3,089,520
+https://a.espncdn.com/i/headshots/nba/players/full/2580782.png
+Spencer Dinwiddie26	PG	30	6' 6"	215 lbs	Colorado	$20,357,143
+https://a.espncdn.com/i/headshots/nba/players/full/2578185.png
+Dorian Finney-Smith28	PF	30	6' 7"	220 lbs	Florida	$13,932,008
+https://a.espncdn.com/i/headshots/nba/players/full/3138196.png
+Cameron Johnson2	SF	27	6' 8"	210 lbs	North Carolina	$25,679,348
+https://a.espncdn.com/i/headshots/nba/players/full/2583632.png
+Royce O'Neale00	PF	30	6' 6"	226 lbs	Baylor	$9,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4432194.png
+Day'Ron Sharpe20	C	21	6' 9"	265 lbs	North Carolina	$2,210,040
+https://a.espncdn.com/i/headshots/nba/players/full/3907387.png
+Ben Simmons10	PG	27	6' 10"	240 lbs	LSU	$37,893,408
+https://a.espncdn.com/i/headshots/nba/players/full/4065697.png
+Dennis Smith Jr.	PG	25	6' 2"	205 lbs	NC State	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4432174.png
+Cam Thomas24	SG	21	6' 3"	210 lbs	LSU	$2,240,160
+https://a.espncdn.com/i/headshots/nba/players/full/4277890.png
+Lonnie Walker IV	G	24	6' 4"	204 lbs	Miami	$2,019,706
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Dariq Whitehead	F	19	6' 7"	220 lbs	Duke	$2,966,040
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jalen Wilson	F	22	6' 8"	225 lbs	Kansas	--
+
+Charlotte Hornets Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Angelo Allegri16	F	24	6' 7"	215 lbs	Eastern Washington	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Amari Bailey	G	19	6' 5"	185 lbs	UCLA	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432816.png
+LaMelo Ball1	PG	22	6' 7"	180 lbs	--	$10,900,635
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Leaky Black	F	24	6' 9"	205 lbs	North Carolina	--
+https://a.espncdn.com/i/headshots/nba/players/full/4431712.png
+James Bouknight2	SG	23	6' 4"	190 lbs	UConn	$4,570,080
+https://a.espncdn.com/i/headshots/nba/players/full/4066383.png
+Miles Bridges0	SF	25	6' 7"	225 lbs	Michigan State	$7,921,301
+https://a.espncdn.com/i/headshots/nba/players/full/4249.png
+Gordon Hayward20	SF	33	6' 7"	225 lbs	Butler	$31,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4431699.png
+Kai Jones23	PF	22	6' 11"	221 lbs	Texas	$3,047,880
+https://a.espncdn.com/i/headshots/nba/players/full/4683027.png
+Theo Maledon9	PG	22	6' 5"	175 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/3138161.png
+Cody Martin11	SF	27	6' 6"	205 lbs	Nevada	$7,560,000
+https://a.espncdn.com/i/headshots/nba/players/full/4576086.png
+Bryce McGowens7	G	20	6' 6"	175 lbs	Nebraska	$1,719,865
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Nathan Mensah31	C	25	6' 10"	230 lbs	San Diego State	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Brandon Miller	F	20	6' 9"	200 lbs	Alabama	$10,880,400
+https://a.espncdn.com/i/headshots/nba/players/full/5144059.png
+James Nnaji	C	19	6' 11"	250 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4230547.png
+Frank Ntilikina	PG	25	6' 4"	200 lbs	--	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3133603.png
+Kelly Oubre Jr.12	SG	27	6' 6"	203 lbs	Kansas	--
+https://a.espncdn.com/i/headshots/nba/players/full/4278076.png
+Nick Richards4	C	25	7' 0"	245 lbs	Kentucky	$5,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3074752.png
+Terry Rozier3	SG	29	6' 1"	190 lbs	Louisville	$22,205,221
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Trevon Scott18	F	26	6' 8"	225 lbs	Cincinnati	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397570.png
+Jaylen Sims30	G	24	6' 6"	210 lbs	UNC Wilmington	--
+https://a.espncdn.com/i/headshots/nba/players/full/4683686.png
+Nick Smith Jr.	G	19	6' 4"	170 lbs	Arkansas	$2,463,960
+https://a.espncdn.com/i/headshots/nba/players/full/4702233.png
+JT Thor21	F	21	6' 9"	203 lbs	Auburn	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4278078.png
+P.J. Washington25	PF	25	6' 7"	230 lbs	Kentucky	$16,847,826
+https://a.espncdn.com/i/headshots/nba/players/full/4701232.png
+Mark Williams5	C	21	7' 0"	240 lbs	Duke	$3,908,160
+
+Chicago Bulls Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4066421.png
+Lonzo Ball2	PG	25	6' 6"	190 lbs	UCLA	$20,465,117
+https://a.espncdn.com/i/headshots/nba/players/full/3133635.png
+Jevon Carter	PG	28	6' 1"	200 lbs	West Virginia	$6,190,476
+https://a.espncdn.com/i/headshots/nba/players/full/2991350.png
+Alex Caruso6	SG	29	6' 5"	186 lbs	Texas A&M	$9,460,000
+https://a.espncdn.com/i/headshots/nba/players/full/2528693.png
+Torrey Craig0	SF	32	6' 7"	221 lbs	South Carolina Upstate	$2,528,233
+https://a.espncdn.com/i/headshots/nba/players/full/3978.png
+DeMar DeRozan11	SF	34	6' 6"	220 lbs	USC	$28,600,000
+https://a.espncdn.com/i/headshots/nba/players/full/4397002.png
+Ayo Dosunmu12	SG	23	6' 5"	200 lbs	Illinois	$6,481,481
+https://a.espncdn.com/i/headshots/nba/players/full/6585.png
+Andre Drummond3	C	30	6' 11"	279 lbs	UConn	$3,360,000
+https://a.espncdn.com/i/headshots/nba/players/full/2596112.png
+Javonte Green24	SF	30	6' 5"	205 lbs	Radford	--
+https://a.espncdn.com/i/headshots/nba/players/full/4067735.png
+Carlik Jones22	G	25	6' 0"	174 lbs	Louisville	$1,922,896
+https://a.espncdn.com/i/headshots/nba/players/full/3064440.png
+Zach LaVine8	SG	28	6' 5"	200 lbs	UCLA	$40,064,220
+https://a.espncdn.com/i/headshots/nba/players/full/4432239.png
+Justin Lewis34	F	21	6' 7"	245 lbs	Marquette	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Julian Phillips	F	19	6' 8"	197 lbs	Tennessee	$1,600,000
+https://a.espncdn.com/i/headshots/nba/players/full/4683622.png
+Marko Simonovic19	C	23	7' 0"	220 lbs	--	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4279815.png
+Terry Taylor32	F	23	6' 4"	230 lbs	Austin Peay	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4433159.png
+Dalen Terry25	F	21	6' 7"	200 lbs	Arizona	$3,350,760
+https://a.espncdn.com/i/headshots/nba/players/full/6478.png
+Nikola Vucevic9	C	32	6' 10"	260 lbs	USC	$18,518,519
+https://a.espncdn.com/i/headshots/nba/players/full/4395651.png
+Coby White0	PG	23	6' 5"	195 lbs	North Carolina	$11,111,111
+https://a.espncdn.com/i/headshots/nba/players/full/4431687.png
+Patrick Williams44	PF	22	6' 7"	215 lbs	Florida State	$9,835,881
+
+Cleveland Cavaliers Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4066328.png
+Jarrett Allen31	C	25	6' 9"	243 lbs	Texas	$20,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Emoni Bates21	F	19	6' 10"	170 lbs	Eastern Michigan	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432173.png
+Sharife Cooper2	PG	22	6' 1"	176 lbs	Auburn	--
+https://a.espncdn.com/i/headshots/nba/players/full/3947156.png
+Mamadi Diakite21	F	26	6' 9"	228 lbs	Virginia	--
+https://a.espncdn.com/i/headshots/nba/players/full/4396907.png
+Darius Garland10	PG	23	6' 1"	192 lbs	Vanderbilt	$34,005,250
+https://a.espncdn.com/i/headshots/nba/players/full/4065733.png
+Ty Jerome	SG	26	6' 5"	195 lbs	Virginia	$2,439,025
+https://a.espncdn.com/i/headshots/nba/players/full/3064559.png
+Damian Jones15	C	28	6' 11"	245 lbs	Vanderbilt	$2,586,665
+https://a.espncdn.com/i/headshots/nba/players/full/2991043.png
+Caris LeVert3	SG	29	6' 6"	205 lbs	Michigan	$15,384,616
+https://a.espncdn.com/i/headshots/nba/players/full/4066757.png
+Sam Merrill20	SG	27	6' 4"	205 lbs	Utah State	$1,997,238
+https://a.espncdn.com/i/headshots/nba/players/full/3908809.png
+Donovan Mitchell45	SG	27	6' 1"	215 lbs	Louisville	$33,162,030
+https://a.espncdn.com/i/headshots/nba/players/full/4432158.png
+Evan Mobley4	PF	22	6' 11"	215 lbs	USC	$8,882,760
+https://a.espncdn.com/i/headshots/nba/players/full/4432815.png
+Isaiah Mobley15	F	23	6' 8"	238 lbs	USC	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Pete Nance48	F	23	6' 11"	230 lbs	North Carolina	--
+https://a.espncdn.com/i/headshots/nba/players/full/2968361.png
+Raul Neto19	PG	31	6' 2"	180 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/2990969.png
+Georges Niang	SF	30	6' 7"	230 lbs	Iowa State	$8,800,000
+https://a.espncdn.com/i/headshots/nba/players/full/4432822.png
+Isaac Okoro35	SF	22	6' 5"	225 lbs	Auburn	$8,920,795
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Craig Porter Jr.40	G	23	6' 2"	186 lbs	Wichita State	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Justin Powell	G	--	6' 6"	197 lbs	Washington State	--
+https://a.espncdn.com/i/headshots/nba/players/full/4011.png
+Ricky Rubio13	PG	32	6' 2"	190 lbs	--	$6,146,342
+https://a.espncdn.com/i/headshots/nba/players/full/4065778.png
+Max Strus31	SG	27	6' 5"	215 lbs	DePaul	$14,487,684
+https://a.espncdn.com/i/headshots/nba/players/full/6474.png
+Tristan Thompson13	C	32	6' 9"	254 lbs	Texas	--
+https://a.espncdn.com/i/headshots/nba/players/full/3912848.png
+Dean Wade32	PF	26	6' 9"	228 lbs	Kansas State	$5,709,877
+
+Dallas Mavericks Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4432161.png
+Greg Brown III36	PF	22	6' 8"	217 lbs	Texas	--
+https://a.espncdn.com/i/headshots/nba/players/full/2326307.png
+Seth Curry30	SG	33	6' 1"	190 lbs	Duke	$4,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Dexter Dennis38	G	24	6' 5"	210 lbs	Texas A&M	--
+https://a.espncdn.com/i/headshots/nba/players/full/3945274.png
+Luka Doncic77	PG	24	6' 7"	230 lbs	--	$40,064,220
+https://a.espncdn.com/i/headshots/nba/players/full/3102528.png
+Dante Exum0	G	28	6' 5"	214 lbs	--	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/4432811.png
+Josh Green8	SG	22	6' 6"	210 lbs	Arizona	$4,765,339
+https://a.espncdn.com/i/headshots/nba/players/full/2528210.png
+Tim Hardaway Jr.10	SF	31	6' 5"	205 lbs	Michigan	$17,897,728
+https://a.espncdn.com/i/headshots/nba/players/full/4868423.png
+Jaden Hardy1	G	21	6' 4"	198 lbs	--	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/2993370.png
+Richaun Holmes20	F	29	6' 10"	240 lbs	Bowling Green	$12,046,020
+https://a.espncdn.com/i/headshots/nba/players/full/6442.png
+Kyrie Irving11	PG	31	6' 2"	191 lbs	Duke	$37,037,037
+https://a.espncdn.com/i/headshots/nba/players/full/3936099.png
+Derrick Jones Jr.55	SF	26	6' 6"	210 lbs	UNLV	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/2960236.png
+Maxi Kleber42	PF	31	6' 10"	240 lbs	--	$11,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+A.J. Lawson9	G	23	6' 6"	185 lbs	South Carolina	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Dereck Lively II2	C	19	7' 1"	234 lbs	Duke	$4,775,640
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Mike Miles Jr.14	G	21	6' 2"	205 lbs	TCU	--
+https://a.espncdn.com/i/headshots/nba/players/full/6461.png
+Markieff Morris88	PF	34	6' 9"	245 lbs	Kansas	--
+https://a.espncdn.com/i/headshots/nba/players/full/2531367.png
+Dwight Powell7	C	32	6' 10"	240 lbs	Stanford	$4,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Olivier-Maxence Prosper18	F	21	6' 8"	215 lbs	Marquette	$2,733,360
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jordan Walker16	SG	24	5' 11"	170 lbs	UAB	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397033.png
+Joe Wieskamp37	SF	24	6' 6"	205 lbs	Iowa	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/4066218.png
+Grant Williams3	PF	24	6' 6"	236 lbs	Tennessee	$12,325,581
+
+Denver Nuggets Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4431767.png
+Christian Braun0	G	22	6' 6"	220 lbs	Kansas	$2,949,120
+https://a.espncdn.com/i/headshots/nba/players/full/2581018.png
+Kentavious Caldwell-Pope5	SG	30	6' 5"	204 lbs	Georgia	$14,704,938
+https://a.espncdn.com/i/headshots/nba/players/full/4230557.png
+Vlatko Cancar31	SF	26	6' 8"	236 lbs	--	$2,234,359
+https://a.espncdn.com/i/headshots/nba/players/full/4278585.png
+Collin Gillespie21	G	24	6' 3"	190 lbs	Villanova	--
+https://a.espncdn.com/i/headshots/nba/players/full/3064290.png
+Aaron Gordon50	PF	28	6' 8"	235 lbs	Arizona	$22,266,182
+https://a.espncdn.com/i/headshots/nba/players/full/2284101.png
+Justin Holiday0	SF	34	6' 6"	180 lbs	Washington	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4065731.png
+Jay Huff	C	25	7' 1"	240 lbs	Virginia	--
+https://a.espncdn.com/i/headshots/nba/players/full/6443.png
+Reggie Jackson7	PG	33	6' 2"	208 lbs	Boston College	$5,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3112335.png
+Nikola Jokic15	C	28	6' 11"	284 lbs	--	$47,607,350
+https://a.espncdn.com/i/headshots/nba/players/full/3442.png
+DeAndre Jordan6	C	35	6' 11"	265 lbs	Texas A&M	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4066240.png
+Braxton Key	F	26	6' 8"	225 lbs	Virginia	--
+https://a.espncdn.com/i/headshots/nba/players/full/3936299.png
+Jamal Murray27	PG	26	6' 4"	215 lbs	Kentucky	$33,833,400
+https://a.espncdn.com/i/headshots/nba/players/full/4431690.png
+Zeke Nnaji22	PF	22	6' 9"	240 lbs	Arizona	$4,306,281
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jalen Pickett	G	23	6' 4"	202 lbs	Siena	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4278104.png
+Michael Porter Jr.1	SF	25	6' 10"	218 lbs	Missouri	$33,386,850
+https://a.espncdn.com/i/headshots/nba/players/full/4305.png
+Ish Smith14	PG	35	6' 0"	175 lbs	Wake Forest	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Julian Strawther	G	21	6' 7"	205 lbs	Gonzaga	$2,431,080
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Hunter Tyson	F	23	6' 8"	215 lbs	Clemson	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/4576087.png
+Peyton Watson8	F	21	6' 8"	200 lbs	UCLA	$2,303,520
+
+Detroit Pistons Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4277848.png
+Marvin Bagley III35	PF	24	6' 10"	235 lbs	Duke	$12,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395676.png
+Buddy Boeheim27	F	23	6' 6"	205 lbs	Syracuse	--
+https://a.espncdn.com/i/headshots/nba/players/full/3593.png
+Bojan Bogdanovic44	SF	34	6' 7"	226 lbs	--	$20,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/6429.png
+Alec Burks5	SG	32	6' 6"	214 lbs	Colorado	$10,489,600
+https://a.espncdn.com/i/headshots/nba/players/full/4871137.png
+Malcolm Cazalon20	G	--	6' 6"	185 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432166.png
+Cade Cunningham2	PG	21	6' 7"	220 lbs	Oklahoma State	$11,055,240
+https://a.espncdn.com/i/headshots/nba/players/full/4080610.png
+Hamidou Diallo6	SG	25	6' 5"	202 lbs	Kentucky	--
+https://a.espncdn.com/i/headshots/nba/players/full/4433621.png
+Jalen Duren0	C	19	6' 11"	250 lbs	Memphis	$4,330,680
+https://a.espncdn.com/i/headshots/nba/players/full/2528794.png
+Joe Harris12	SF	32	6' 6"	220 lbs	Virginia	$19,928,571
+https://a.espncdn.com/i/headshots/nba/players/full/4683024.png
+Killian Hayes7	PG	22	6' 5"	195 lbs	--	$7,413,955
+https://a.espncdn.com/i/headshots/nba/players/full/4433218.png
+Jaden Ivey23	PG	21	6' 4"	195 lbs	Purdue	$7,641,480
+https://a.espncdn.com/i/headshots/nba/players/full/4277957.png
+Isaiah Livers12	PF	25	6' 6"	232 lbs	Michigan	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/2488826.png
+Rodney McGruder17	G	32	6' 4"	205 lbs	Kansas State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3059310.png
+Monte Morris22	PG	28	6' 2"	183 lbs	Iowa State	$9,800,926
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jared Rhoden8	G	24	6' 6"	210 lbs	Seton Hall	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Marcus Sasser	G	23	6' 2"	195 lbs	Houston	$2,623,680
+https://a.espncdn.com/i/headshots/nba/players/full/4432810.png
+Isaiah Stewart28	C	22	6' 8"	250 lbs	Washington	$5,266,713
+https://a.espncdn.com/i/headshots/nba/players/full/4684742.png
+Ausar Thompson	F	20	6' 7"	190 lbs	--	$7,977,480
+https://a.espncdn.com/i/headshots/nba/players/full/4432808.png
+James Wiseman13	C	22	7' 0"	240 lbs	Memphis	$12,119,400
+
+Golden State Warriors Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/3975.png
+Stephen Curry30	PG	35	6' 2"	185 lbs	Davidson	$51,915,615
+https://a.espncdn.com/i/headshots/nba/players/full/6589.png
+Draymond Green23	PF	33	6' 6"	230 lbs	Michigan State	$22,321,429
+https://a.espncdn.com/i/headshots/nba/players/full/2327577.png
+JaMychal Green1	F	33	6' 9"	227 lbs	Alabama	--
+https://a.espncdn.com/i/headshots/nba/players/full/2386.png
+Andre Iguodala9	F	39	6' 6"	215 lbs	Arizona	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Trayce Jackson-Davis	F	23	6' 9"	245 lbs	Indiana	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/6446.png
+Cory Joseph18	PG	32	6' 3"	200 lbs	Texas	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4433247.png
+Jonathan Kuminga00	PF	20	6' 7"	225 lbs	--	$6,012,840
+https://a.espncdn.com/i/headshots/nba/players/full/4066790.png
+Anthony Lamb40	F	25	6' 6"	227 lbs	Vermont	--
+https://a.espncdn.com/i/headshots/nba/players/full/3155535.png
+Kevon Looney5	F	27	6' 9"	222 lbs	UCLA	$7,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4432171.png
+Moses Moody4	SG	21	6' 5"	211 lbs	Arkansas	$3,918,480
+https://a.espncdn.com/i/headshots/nba/players/full/2779.png
+Chris Paul	PG	38	6' 0"	175 lbs	Wake Forest	$30,800,000
+https://a.espncdn.com/i/headshots/nba/players/full/3134903.png
+Gary Payton II8	SG	30	6' 2"	195 lbs	Oregon State	$8,715,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Brandin Podziemski	G	20	6' 4"	203 lbs	Santa Clara	$3,352,440
+https://a.espncdn.com/i/headshots/nba/players/full/4431720.png
+Lester Quinones25	G	22	6' 5"	205 lbs	Memphis	--
+https://a.espncdn.com/i/headshots/nba/players/full/3032978.png
+Dario Saric9	PF	29	6' 10"	225 lbs	--	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/6475.png
+Klay Thompson11	SG	33	6' 6"	220 lbs	Washington State	$43,219,440
+https://a.espncdn.com/i/headshots/nba/players/full/3059319.png
+Andrew Wiggins22	SF	28	6' 7"	197 lbs	Kansas	$24,330,357
+
+Houston Rockets Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/3415.png
+D.J. Augustin4	G	35	5' 11"	183 lbs	Texas	--
+https://a.espncdn.com/i/headshots/nba/players/full/3155526.png
+Dillon Brooks	SF	27	6' 7"	225 lbs	Oregon	$22,627,671
+https://a.espncdn.com/i/headshots/nba/players/full/2991282.png
+Willie Cauley-Stein2	C	30	7' 0"	240 lbs	Kentucky	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Darius Days5	F	23	6' 7"	245 lbs	LSU	--
+https://a.espncdn.com/i/headshots/nba/players/full/4433192.png
+Tari Eason17	F	22	6' 8"	215 lbs	LSU	$3,527,160
+https://a.espncdn.com/i/headshots/nba/players/full/4437244.png
+Jalen Green4	SG	21	6' 4"	186 lbs	--	$9,891,480
+https://a.espncdn.com/i/headshots/nba/players/full/3209.png
+Jeff Green32	PF	37	6' 8"	235 lbs	Georgetown	$9,600,000
+https://a.espncdn.com/i/headshots/nba/players/full/3922230.png
+Aaron Holiday	G	26	6' 0"	185 lbs	UCLA	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/5075393.png
+Trevor Hudgins12	G	24	6' 0"	180 lbs	Northwest Missouri State	--
+https://a.espncdn.com/i/headshots/nba/players/full/2579294.png
+Frank Kaminsky33	PF	30	7' 0"	240 lbs	Wisconsin	--
+https://a.espncdn.com/i/headshots/nba/players/full/3146557.png
+Jock Landale	C	27	6' 11"	255 lbs	Saint Mary's	$8,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4376.png
+Boban Marjanovic51	C	35	7' 4"	290 lbs	--	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4397140.png
+Kevin Porter Jr.3	SG	23	6' 4"	203 lbs	USC	$15,860,000
+https://a.espncdn.com/i/headshots/nba/players/full/4871144.png
+Alperen Sengun28	C	21	6' 11"	243 lbs	--	$3,536,280
+https://a.espncdn.com/i/headshots/nba/players/full/4432639.png
+Jabari Smith Jr.1	PF	20	6' 11"	220 lbs	Auburn	$9,326,520
+https://a.espncdn.com/i/headshots/nba/players/full/3136777.png
+Jae'Sean Tate8	SF	27	6' 5"	230 lbs	Ohio State	$6,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4684740.png
+Amen Thompson	F	20	6' 7"	214 lbs	--	$8,809,320
+https://a.espncdn.com/i/headshots/nba/players/full/2991230.png
+Fred VanVleet	SG	29	6' 0"	197 lbs	Wichita State	$40,806,300
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Cam Whitmore	F	19	6' 7"	232 lbs	Villanova	$3,218,160
+
+Indiana Pacers Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4065670.png
+Bruce Brown	SF	27	6' 4"	202 lbs	Miami	$22,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4433254.png
+Kendall Brown10	SG	20	6' 8"	205 lbs	Baylor	--
+https://a.espncdn.com/i/headshots/nba/players/full/4396993.png
+Tyrese Haliburton0	PG	23	6' 5"	185 lbs	Iowa State	$5,808,435
+https://a.espncdn.com/i/headshots/nba/players/full/2990984.png
+Buddy Hield24	SG	30	6' 4"	220 lbs	Oklahoma	$19,279,841
+https://a.espncdn.com/i/headshots/nba/players/full/3438.png
+George Hill7	PG	37	6' 4"	188 lbs	IUPUI	--
+https://a.espncdn.com/i/headshots/nba/players/full/3439.png
+Serge Ibaka	F	34	6' 10"	235 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432170.png
+Isaiah Jackson22	SF	21	6' 10"	206 lbs	Kentucky	$2,696,280
+https://a.espncdn.com/i/headshots/nba/players/full/3999.png
+James Johnson16	PF	36	6' 7"	240 lbs	Wake Forest	--
+https://a.espncdn.com/i/headshots/nba/players/full/4683634.png
+Bennedict Mathurin00	SG	21	6' 6"	195 lbs	Arizona	$6,916,080
+https://a.espncdn.com/i/headshots/nba/players/full/2530530.png
+T.J. McConnell9	PG	31	6' 1"	190 lbs	Arizona	$8,700,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395712.png
+Andrew Nembhard2	PG	23	6' 5"	193 lbs	Gonzaga	$2,131,905
+https://a.espncdn.com/i/headshots/nba/players/full/4396909.png
+Aaron Nesmith23	SF	23	6' 5"	215 lbs	Vanderbilt	$5,634,257
+https://a.espncdn.com/i/headshots/nba/players/full/4277883.png
+Jordan Nwora13	SF	25	6' 8"	225 lbs	Louisville	$3,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Ben Sheppard	G	22	6' 6"	190 lbs	Belmont	$2,537,160
+https://a.espncdn.com/i/headshots/nba/players/full/4397189.png
+Jalen Smith25	PF	23	6' 9"	215 lbs	Maryland	$5,604,192
+https://a.espncdn.com/i/headshots/nba/players/full/2451037.png
+Daniel Theis27	C	31	6' 8"	245 lbs	--	$9,108,387
+https://a.espncdn.com/i/headshots/nba/players/full/4278355.png
+Obi Toppin1	PF	25	6' 9"	220 lbs	Dayton	$6,803,012
+https://a.espncdn.com/i/headshots/nba/players/full/3133628.png
+Myles Turner33	C	27	6' 11"	250 lbs	Texas	$20,975,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jarace Walker	F	20	6' 8"	240 lbs	Houston	$6,059,520
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Isaiah Wong	G	22	6' 4"	184 lbs	Miami	--
+https://a.espncdn.com/i/headshots/nba/players/full/2991011.png
+Gabe York32	G	30	6' 3"	190 lbs	Arizona	--
+
+LA Clippers Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/3416.png
+Nicolas Batum33	PF	34	6' 8"	230 lbs	--	$11,710,818
+https://a.espncdn.com/i/headshots/nba/players/full/4432162.png
+Brandon Boston Jr.4	SG	21	6' 6"	188 lbs	Kentucky	$1,836,096
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Kobe Brown	G	23	6' 8"	250 lbs	Missouri	$2,413,320
+https://a.espncdn.com/i/headshots/nba/players/full/4066387.png
+Amir Coffey7	SG	26	6' 7"	210 lbs	Minnesota	$3,666,667
+https://a.espncdn.com/i/headshots/nba/players/full/2490620.png
+Robert Covington23	PF	32	6' 7"	209 lbs	Tennessee State	$11,692,308
+https://a.espncdn.com/i/headshots/nba/players/full/4433249.png
+Moussa Diabate25	F	21	6' 11"	210 lbs	Michigan	--
+https://a.espncdn.com/i/headshots/nba/players/full/4251.png
+Paul George13	F	33	6' 8"	220 lbs	Fresno State	$45,640,084
+https://a.espncdn.com/i/headshots/nba/players/full/4592492.png
+Bones Hyland5	PG	23	6' 2"	169 lbs	VCU	$2,306,400
+https://a.espncdn.com/i/headshots/nba/players/full/6450.png
+Kawhi Leonard2	SF	32	6' 7"	225 lbs	San Diego State	$45,640,084
+https://a.espncdn.com/i/headshots/nba/players/full/3907823.png
+Terance Mann14	SG	26	6' 5"	215 lbs	Florida State	$10,576,923
+https://a.espncdn.com/i/headshots/nba/players/full/4702882.png
+KJ Martin	F	22	6' 7"	215 lbs	--	$1,930,681
+https://a.espncdn.com/i/headshots/nba/players/full/4431828.png
+Kenyon Martin Jr.	F	22	6' 7"	215 lbs	--	$1,930,681
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jordan Miller	G	23	6' 7"	195 lbs	Miami	--
+https://a.espncdn.com/i/headshots/nba/players/full/3914075.png
+Xavier Moon15	PG	28	6' 0"	165 lbs	Morehead State	--
+https://a.espncdn.com/i/headshots/nba/players/full/6462.png
+Marcus Morris Sr.8	SF	34	6' 8"	218 lbs	Kansas	$17,116,279
+https://a.espncdn.com/i/headshots/nba/players/full/2488653.png
+Mason Plumlee44	C	33	7' 0"	254 lbs	Duke	$5,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/2595516.png
+Norman Powell24	G	30	6' 3"	215 lbs	UCLA	$18,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4397916.png
+Jason Preston17	PG	24	6' 3"	181 lbs	Ohio	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/3468.png
+Russell Westbrook0	PG	34	6' 3"	200 lbs	UCLA	$3,835,738
+https://a.espncdn.com/i/headshots/nba/players/full/4017837.png
+Ivica Zubac40	C	26	7' 0"	240 lbs	--	$10,933,333
+
+
+Los Angeles Lakers Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Damion Baugh	G	23	6' 4"	194 lbs	TCU	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432582.png
+Max Christie10	G	20	6' 5"	190 lbs	Michigan State	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/6583.png
+Anthony Davis3	PF	30	6' 10"	253 lbs	Kentucky	$40,600,080
+https://a.espncdn.com/i/headshots/nba/players/full/4066264.png
+Wenyen Gabriel35	F	26	6' 9"	205 lbs	Kentucky	--
+https://a.espncdn.com/i/headshots/nba/players/full/4066648.png
+Rui Hachimura28	PF	25	6' 8"	230 lbs	Gonzaga	$15,740,741
+https://a.espncdn.com/i/headshots/nba/players/full/4397077.png
+Jaxson Hayes10	C	23	7' 0"	220 lbs	Texas	$2,165,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jalen Hood-Schifino	G	20	6' 6"	215 lbs	Indiana	$3,695,040
+https://a.espncdn.com/i/headshots/nba/players/full/1966.png
+LeBron James23	SF	38	6' 9"	250 lbs	--	$47,607,350
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Maxwell Lewis	F	21	6' 7"	205 lbs	Pepperdine	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/4431785.png
+Scotty Pippen Jr.14	G	22	6' 1"	185 lbs	Vanderbilt	--
+https://a.espncdn.com/i/headshots/nba/players/full/2990962.png
+Taurean Prince	PF	29	6' 6"	218 lbs	Baylor	$7,455,000
+https://a.espncdn.com/i/headshots/nba/players/full/4066457.png
+Austin Reaves15	SG	25	6' 5"	197 lbs	Oklahoma	$12,015,150
+https://a.espncdn.com/i/headshots/nba/players/full/4395627.png
+Cam Reddish	SF	24	6' 8"	217 lbs	Duke	$2,165,000
+https://a.espncdn.com/i/headshots/nba/players/full/3136776.png
+D'Angelo Russell1	PG	27	6' 4"	193 lbs	Ohio State	$17,307,693
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Vincent Valerio-Bodon	SF	22	6' 9"	200 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4278077.png
+Jarred Vanderbilt2	PF	24	6' 8"	214 lbs	Kentucky	$4,698,000
+https://a.espncdn.com/i/headshots/nba/players/full/3137259.png
+Gabe Vincent	PG	27	6' 3"	200 lbs	UC Santa Barbara	$10,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/3058254.png
+Christian Wood	F	27	6' 9"	214 lbs	UNLV	$2,709,849
+
+Memphis Grizzlies Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/2991235.png
+Steven Adams4	C	30	6' 11"	265 lbs	Pittsburgh	$12,600,000
+https://a.espncdn.com/i/headshots/nba/players/full/4593125.png
+Santi Aldama7	PF	22	6' 11"	215 lbs	Loyola (MD)	$2,194,200
+https://a.espncdn.com/i/headshots/nba/players/full/4066320.png
+Desmond Bane22	SG	25	6' 5"	215 lbs	TCU	$3,845,083
+https://a.espncdn.com/i/headshots/nba/players/full/5148538.png
+Tarik Biberovic	F	22	6' 7"	218 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432168.png
+Josh Christopher	SG	21	6' 4"	215 lbs	Arizona State	$2,485,200
+https://a.espncdn.com/i/headshots/nba/players/full/3906665.png
+Brandon Clarke15	PF	27	6' 8"	215 lbs	Gonzaga	$12,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4278378.png
+Jacob Gilyard0	G	25	5' 9"	160 lbs	Richmond	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Gregory Jackson II	F	18	6' 9"	215 lbs	South Carolina	--
+https://a.espncdn.com/i/headshots/nba/players/full/4277961.png
+Jaren Jackson Jr.13	PF	24	6' 11"	242 lbs	Michigan State	$27,102,202
+https://a.espncdn.com/i/headshots/nba/players/full/3913174.png
+Luke Kennard10	SG	27	6' 5"	206 lbs	Duke	$15,418,363
+https://a.espncdn.com/i/headshots/nba/players/full/3134932.png
+John Konchar46	SG	27	6' 5"	210 lbs	--	$2,400,000
+https://a.espncdn.com/i/headshots/nba/players/full/4592691.png
+Jake LaRavia3	F	21	6' 7"	235 lbs	Wake Forest	$3,199,920
+https://a.espncdn.com/i/headshots/nba/players/full/4585610.png
+Kenneth Lofton Jr.6	F	21	6' 8"	275 lbs	Louisiana Tech	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/4279888.png
+Ja Morant12	PG	24	6' 3"	174 lbs	Murray State	$34,005,250
+https://a.espncdn.com/i/headshots/nba/players/full/4593041.png
+David Roddy27	F	22	6' 5"	255 lbs	Colorado State	$2,718,240
+https://a.espncdn.com/i/headshots/nba/players/full/3456.png
+Derrick Rose	PG	34	6' 3"	200 lbs	Memphis	$3,196,448
+https://a.espncdn.com/i/headshots/nba/players/full/2990992.png
+Marcus Smart	PG	29	6' 4"	220 lbs	Oklahoma State	$18,833,712
+https://a.espncdn.com/i/headshots/nba/players/full/4277964.png
+Xavier Tillman2	F	24	6' 8"	245 lbs	Michigan State	$1,930,681
+https://a.espncdn.com/i/headshots/nba/players/full/4715198.png
+Isaiah Todd	PF	21	6' 9"	219 lbs	--	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4433137.png
+Ziaire Williams8	F	22	6' 9"	185 lbs	Stanford	$4,810,200
+https://a.espncdn.com/i/headshots/nba/players/full/4397227.png
+Vince Williams Jr.5	G	23	6' 6"	205 lbs	VCU	--
+
+Miami Heat Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4066261.png
+Bam Adebayo13	C	26	6' 9"	255 lbs	Kentucky	$32,600,060
+https://a.espncdn.com/i/headshots/nba/players/full/3934723.png
+Thomas Bryant13	C	26	6' 10"	248 lbs	Indiana	$2,528,233
+https://a.espncdn.com/i/headshots/nba/players/full/6430.png
+Jimmy Butler22	SF	34	6' 7"	230 lbs	Marquette	$45,183,960
+https://a.espncdn.com/i/headshots/nba/players/full/4278572.png
+Jamal Cain8	F	24	6' 7"	191 lbs	Oakland	--
+https://a.espncdn.com/i/headshots/nba/players/full/2184.png
+Udonis Haslem40	PF	43	6' 8"	235 lbs	Florida	--
+https://a.espncdn.com/i/headshots/nba/players/full/4395725.png
+Tyler Herro14	PG	23	6' 5"	195 lbs	Kentucky	$27,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4291678.png
+Haywood Highsmith24	F	26	6' 4"	220 lbs	Wheeling Jesuit	$1,902,137
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jaime Jaquez Jr.	G	22	6' 7"	225 lbs	UCLA	$3,510,600
+https://a.espncdn.com/i/headshots/nba/players/full/4997528.png
+Nikola Jovic5	F	20	6' 10"	205 lbs	--	$2,352,000
+https://a.espncdn.com/i/headshots/nba/players/full/3449.png
+Kevin Love42	PF	35	6' 8"	251 lbs	UCLA	$3,835,738
+https://a.espncdn.com/i/headshots/nba/players/full/3012.png
+Kyle Lowry7	PG	37	6' 0"	196 lbs	Villanova	$29,682,540
+https://a.espncdn.com/i/headshots/nba/players/full/3138160.png
+Caleb Martin16	SF	27	6' 5"	205 lbs	Nevada	$6,802,950
+https://a.espncdn.com/i/headshots/nba/players/full/2581190.png
+Josh Richardson	SG	30	6' 6"	200 lbs	Tennessee	$2,891,467
+https://a.espncdn.com/i/headshots/nba/players/full/3157465.png
+Duncan Robinson55	F	29	6' 7"	215 lbs	Michigan	$18,154,000
+https://a.espncdn.com/i/headshots/nba/players/full/4593049.png
+Orlando Robinson25	C	23	7' 0"	235 lbs	Fresno State	$1,801,769
+https://a.espncdn.com/i/headshots/nba/players/full/4066993.png
+Dru Smith	G	25	6' 3"	203 lbs	Missouri	--
+
+Milwaukee Bucks Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/3135045.png
+Grayson Allen12	SG	27	6' 4"	198 lbs	Duke	$8,925,000
+https://a.espncdn.com/i/headshots/nba/players/full/3032977.png
+Giannis Antetokounmpo34	PF	28	6' 11"	243 lbs	--	$45,640,084
+https://a.espncdn.com/i/headshots/nba/players/full/3102533.png
+Thanasis Antetokounmpo43	SF	31	6' 7"	219 lbs	--	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3907822.png
+Malik Beasley5	SG	26	6' 4"	187 lbs	Florida State	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/4432179.png
+MarJon Beauchamp0	F	22	6' 7"	202 lbs	--	$2,609,400
+https://a.espncdn.com/i/headshots/nba/players/full/2578239.png
+Pat Connaughton24	SG	30	6' 5"	209 lbs	Notre Dame	$9,423,869
+https://a.espncdn.com/i/headshots/nba/players/full/6581.png
+Jae Crowder99	PF	33	6' 6"	235 lbs	Marquette	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/3423.png
+Goran Dragic31	PG	37	6' 3"	190 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397475.png
+AJ Green20	G	23	6' 5"	207 lbs	Northern Iowa	$1,801,769
+https://a.espncdn.com/i/headshots/nba/players/full/3995.png
+Jrue Holiday21	PG	33	6' 4"	205 lbs	UCLA	$36,861,707
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Andre Jackson Jr.	G	21	6' 6"	200 lbs	UConn	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/6605.png
+Meyers Leonard3	C	31	7' 0"	260 lbs	Illinois	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Chris Livingston	F	19	6' 6"	220 lbs	Kentucky	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/3448.png
+Brook Lopez11	C	35	7' 0"	282 lbs	Stanford	$25,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3447.png
+Robin Lopez	C	35	7' 0"	281 lbs	Stanford	--
+https://a.espncdn.com/i/headshots/nba/players/full/6609.png
+Khris Middleton22	SF	32	6' 7"	222 lbs	Texas A&M	$29,320,988
+https://a.espncdn.com/i/headshots/nba/players/full/3064482.png
+Bobby Portis9	F	28	6' 10"	250 lbs	Arkansas	$11,710,818
+https://a.espncdn.com/i/headshots/nba/players/full/4277887.png
+Lindell Wigginton28	G	25	6' 1"	189 lbs	Iowa State	--
+
+Minnesota Timberwolves Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4278039.png
+Nickeil Alexander-Walker9	SG	25	6' 5"	205 lbs	Virginia Tech	$4,687,500
+https://a.espncdn.com/i/headshots/nba/players/full/2993874.png
+Kyle Anderson5	SF	30	6' 9"	230 lbs	UCLA	$9,219,512
+https://a.espncdn.com/i/headshots/nba/players/full/4278508.png
+Troy Brown Jr.	SF	24	6' 6"	215 lbs	Oregon	$4,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jaylen Clark	G	21	6' 5"	205 lbs	UCLA	--
+https://a.espncdn.com/i/headshots/nba/players/full/3195.png
+Mike Conley10	PG	35	6' 1"	175 lbs	Ohio State	$24,360,000
+https://a.espncdn.com/i/headshots/nba/players/full/4594268.png
+Anthony Edwards5	SG	22	6' 4"	225 lbs	Georgia	$9,219,512
+https://a.espncdn.com/i/headshots/nba/players/full/4277951.png
+Luka Garza55	C	24	6' 10"	243 lbs	Iowa	--
+https://a.espncdn.com/i/headshots/nba/players/full/3032976.png
+Rudy Gobert27	C	31	7' 1"	258 lbs	--	$41,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4578893.png
+Vit Krejci	F	23	6' 7"	195 lbs	--	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4431671.png
+Jaden McDaniels3	PF	22	6' 9"	185 lbs	Washington	$3,901,399
+https://a.espncdn.com/i/headshots/nba/players/full/3134916.png
+Jordan McLaughlin6	PG	27	6' 0"	185 lbs	USC	$2,320,000
+https://a.espncdn.com/i/headshots/nba/players/full/3915195.png
+Shake Milton	SG	26	6' 5"	205 lbs	SMU	$5,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4687718.png
+Josh Minott8	F	21	6' 8"	205 lbs	Memphis	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/4592187.png
+Wendell Moore Jr.7	G	22	6' 5"	215 lbs	Duke	$2,421,720
+https://a.espncdn.com/i/headshots/nba/players/full/4432176.png
+Daishen Nix15	SG	21	6' 4"	226 lbs	--	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4278541.png
+Jaylen Nowell4	SG	24	6' 4"	201 lbs	Washington	--
+https://a.espncdn.com/i/headshots/nba/players/full/4396971.png
+Naz Reid11	C	24	6' 9"	264 lbs	LSU	$12,950,400
+https://a.espncdn.com/i/headshots/nba/players/full/6617.png
+Austin Rivers25	SG	31	6' 4"	200 lbs	Duke	--
+https://a.espncdn.com/i/headshots/nba/players/full/3908336.png
+Matt Ryan37	F	26	6' 6"	215 lbs	Chattanooga	--
+https://a.espncdn.com/i/headshots/nba/players/full/3136195.png
+Karl-Anthony Towns32	C	27	7' 0"	248 lbs	Kentucky	$36,016,200
+
+New Orleans Pelicans Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4277869.png
+Jose Alvarado15	PG	25	6' 0"	179 lbs	Georgia Tech	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4869342.png
+Dyson Daniels11	G	20	6' 8"	200 lbs	--	$5,784,120
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jordan Hawkins24	G	21	6' 5"	195 lbs	UConn	$4,310,160
+https://a.espncdn.com/i/headshots/nba/players/full/2999409.png
+Willy Hernangomez9	C	29	6' 11"	250 lbs	--	$2,559,942
+https://a.espncdn.com/i/headshots/nba/players/full/3913176.png
+Brandon Ingram14	SF	26	6' 8"	190 lbs	Duke	$33,833,400
+https://a.espncdn.com/i/headshots/nba/players/full/4277813.png
+Herbert Jones5	SF	24	6' 7"	206 lbs	Alabama	$12,015,150
+https://a.espncdn.com/i/headshots/nba/players/full/4395698.png
+Kira Lewis Jr.13	PG	22	6' 1"	170 lbs	Alabama	$5,722,116
+https://a.espncdn.com/i/headshots/nba/players/full/4432821.png
+E.J. Liddell32	F	22	6' 6"	240 lbs	Ohio State	$1,801,769
+https://a.espncdn.com/i/headshots/nba/players/full/4278594.png
+Naji Marshall8	SF	25	6' 7"	220 lbs	Xavier	$1,930,681
+https://a.espncdn.com/i/headshots/nba/players/full/2490149.png
+CJ McCollum3	SG	32	6' 3"	190 lbs	Lehigh	$35,802,469
+https://a.espncdn.com/i/headshots/nba/players/full/4397688.png
+Trey Murphy III25	SG	23	6' 8"	206 lbs	Virginia	$3,359,280
+https://a.espncdn.com/i/headshots/nba/players/full/2580365.png
+Larry Nance Jr.22	PF	30	6' 8"	245 lbs	Wyoming	$10,375,000
+https://a.espncdn.com/i/headshots/nba/players/full/4431811.png
+Dereon Seabron0	G	23	6' 5"	183 lbs	NC State	--
+https://a.espncdn.com/i/headshots/nba/players/full/6477.png
+Jonas Valanciunas17	C	31	6' 11"	265 lbs	--	$15,435,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395628.png
+Zion Williamson1	PF	23	6' 6"	284 lbs	Duke	$34,005,250
+https://a.espncdn.com/i/headshots/nba/players/full/2579258.png
+Cody Zeller44	C	30	6' 11"	240 lbs	Indiana	$2,019,706
+
+New York Knicks Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4395625.png
+RJ Barrett9	SG	23	6' 6"	214 lbs	Duke	$23,883,929
+https://a.espncdn.com/i/headshots/nba/players/full/3934672.png
+Jalen Brunson11	PG	27	6' 1"	190 lbs	Villanova	$26,346,666
+https://a.espncdn.com/i/headshots/nba/players/full/3934673.png
+Donte DiVincenzo	SG	26	6' 4"	203 lbs	Villanova	$10,960,000
+https://a.espncdn.com/i/headshots/nba/players/full/6588.png
+Evan Fournier13	SG	30	6' 6"	205 lbs	--	$18,857,143
+https://a.espncdn.com/i/headshots/nba/players/full/4397014.png
+Quentin Grimes6	SG	23	6' 4"	210 lbs	Houston	$2,385,720
+https://a.espncdn.com/i/headshots/nba/players/full/3062679.png
+Josh Hart3	SG	28	6' 4"	215 lbs	Villanova	$12,960,000
+https://a.espncdn.com/i/headshots/nba/players/full/4222252.png
+Isaiah Hartenstein55	C	25	7' 0"	250 lbs	--	$9,245,121
+https://a.espncdn.com/i/headshots/nba/players/full/3913220.png
+DaQuan Jeffries8	SG	26	6' 5"	225 lbs	Western Texas Coll. (J.C.)	$2,065,585
+https://a.espncdn.com/i/headshots/nba/players/full/4432645.png
+Trevor Keels3	G	20	6' 4"	221 lbs	Duke	--
+https://a.espncdn.com/i/headshots/nba/players/full/4067325.png
+Nathan Knight	F	26	6' 8"	253 lbs	William & Mary	--
+https://a.espncdn.com/i/headshots/nba/players/full/5149711.png
+Jaylen Martin	G	19	6' 6"	196 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4431823.png
+Miles McBride2	PG	23	6' 2"	195 lbs	West Virginia	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4395724.png
+Immanuel Quickley5	SG	24	6' 3"	190 lbs	Kentucky	$4,171,548
+https://a.espncdn.com/i/headshots/nba/players/full/3064514.png
+Julius Randle30	PF	28	6' 8"	250 lbs	Kentucky	$28,226,880
+https://a.espncdn.com/i/headshots/nba/players/full/4351852.png
+Mitchell Robinson23	C	25	7' 0"	240 lbs	--	$15,681,818
+https://a.espncdn.com/i/headshots/nba/players/full/4066392.png
+Isaiah Roby18	F	25	6' 8"	230 lbs	Nebraska	$2,066,585
+https://a.espncdn.com/i/headshots/nba/players/full/4277922.png
+Jericho Sims45	C	24	6' 9"	250 lbs	Texas	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/4397235.png
+Duane Washington Jr.4	PG	23	6' 2"	197 lbs	Ohio State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3906786.png
+Dylan Windler	SG	26	6' 7"	196 lbs	Belmont	--
+
+Oklahoma City Thunder Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/6426.png
+Davis Bertans	SF	30	6' 10"	225 lbs	--	$17,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4997526.png
+Ousmane Dieng13	F	20	6' 10"	220 lbs	--	$4,798,440
+https://a.espncdn.com/i/headshots/nba/players/full/4397020.png
+Luguentz Dort5	G	24	6' 4"	220 lbs	Arizona State	$15,277,778
+https://a.espncdn.com/i/headshots/nba/players/full/4871145.png
+Josh Giddey3	SG	20	6' 8"	216 lbs	--	$6,587,040
+https://a.espncdn.com/i/headshots/nba/players/full/4278073.png
+Shai Gilgeous-Alexander2	PG	25	6' 6"	195 lbs	Kentucky	$33,386,850
+https://a.espncdn.com/i/headshots/nba/players/full/4433255.png
+Chet Holmgren7	PF	21	7' 1"	208 lbs	Gonzaga	$10,386,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395702.png
+Isaiah Joe11	SG	24	6' 3"	165 lbs	Arkansas	$1,997,238
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Keyontae Johnson18	F	23	6' 6"	235 lbs	Kansas State	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432819.png
+Tre Mann23	PG	22	6' 3"	184 lbs	Florida	$3,191,280
+https://a.espncdn.com/i/headshots/nba/players/full/3102532.png
+Vasilije Micic98	G	29	6' 5"	203 lbs	--	$7,723,000
+https://a.espncdn.com/i/headshots/nba/players/full/2527963.png
+Victor Oladipo4	SG	31	6' 4"	213 lbs	Indiana	$9,450,000
+https://a.espncdn.com/i/headshots/nba/players/full/4683018.png
+Aleksej Pokusevski17	F	21	7' 0"	190 lbs	--	$5,009,633
+https://a.espncdn.com/i/headshots/nba/players/full/4432813.png
+Jeremiah Robinson-Earl50	PF	22	6' 9"	240 lbs	Villanova	$1,900,000
+https://a.espncdn.com/i/headshots/nba/players/full/4278046.png
+Olivier Sarr30	C	24	7' 0"	240 lbs	Kentucky	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Cason Wallace22	G	19	6' 4"	193 lbs	Kentucky	$5,291,000
+https://a.espncdn.com/i/headshots/nba/players/full/4683749.png
+TyTy Washington Jr.	G	21	6' 3"	195 lbs	Kentucky	$2,320,440
+https://a.espncdn.com/i/headshots/nba/players/full/4066317.png
+Lindy Waters III12	F	26	6' 6"	210 lbs	Oklahoma State	$1,927,986
+https://a.espncdn.com/i/headshots/nba/players/full/4065653.png
+Jack White	F	26	6' 7"	225 lbs	Duke	$1,801,769
+https://a.espncdn.com/i/headshots/nba/players/full/4397183.png
+Aaron Wiggins21	SG	24	6' 5"	190 lbs	Maryland	$1,836,096
+https://a.espncdn.com/i/headshots/nba/players/full/4593803.png
+Jalen Williams8	F	22	6' 6"	218 lbs	Santa Clara	$4,558,680
+https://a.espncdn.com/i/headshots/nba/players/full/4432823.png
+Jaylin Williams6	F	21	6' 10"	245 lbs	Arkansas	$2,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3133626.png
+Kenrich Williams34	SF	28	6' 6"	210 lbs	TCU	$6,175,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+KJ Williams12	F	24	6' 10"	250 lbs	LSU	--
+
+Orlando Magic Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4432809.png
+Cole Anthony50	PG	23	6' 3"	185 lbs	North Carolina	$5,539,771
+https://a.espncdn.com/i/headshots/nba/players/full/4432573.png
+Paolo Banchero5	PF	20	6' 10"	250 lbs	Duke	$11,608,080
+https://a.espncdn.com/i/headshots/nba/players/full/4348700.png
+Goga Bitadze88	C	24	6' 11"	250 lbs	--	$2,062,585
+https://a.espncdn.com/i/headshots/nba/players/full/4712849.png
+Anthony Black	G	19	6' 7"	200 lbs	Arkansas	$7,245,480
+https://a.espncdn.com/i/headshots/nba/players/full/4277847.png
+Wendell Carter Jr.34	C	24	6' 10"	270 lbs	Duke	$13,050,000
+https://a.espncdn.com/i/headshots/nba/players/full/2596108.png
+Michael Carter-Williams11	G	31	6' 5"	190 lbs	Syracuse	--
+https://a.espncdn.com/i/headshots/nba/players/full/4066636.png
+Markelle Fultz20	PG	25	6' 4"	209 lbs	Washington	$17,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/2999547.png
+Gary Harris14	SG	29	6' 4"	210 lbs	Michigan State	$13,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4067858.png
+Kevon Harris7	G	26	6' 6"	220 lbs	Stephen F. Austin	--
+https://a.espncdn.com/i/headshots/nba/players/full/4433623.png
+Caleb Houstan2	G	20	6' 8"	210 lbs	Michigan	$2,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jett Howard	G	20	6' 8"	215 lbs	Michigan	$5,026,800
+https://a.espncdn.com/i/headshots/nba/players/full/2968436.png
+Joe Ingles	SG	35	6' 8"	220 lbs	--	$11,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4065654.png
+Jonathan Isaac1	PF	25	6' 10"	230 lbs	Florida State	$17,400,000
+https://a.espncdn.com/i/headshots/nba/players/full/4397071.png
+Mac McClung9	SG	24	6' 2"	185 lbs	Texas Tech	--
+https://a.espncdn.com/i/headshots/nba/players/full/4278052.png
+Chuma Okeke3	PF	25	6' 8"	229 lbs	Auburn	$5,266,713
+https://a.espncdn.com/i/headshots/nba/players/full/4066851.png
+Miye Oni	SG	26	6' 5"	206 lbs	Yale	--
+https://a.espncdn.com/i/headshots/nba/players/full/4409222.png
+Trevelin Queen12	SG	26	6' 6"	190 lbs	New Mexico State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3918423.png
+Admiral Schofield25	SF	26	6' 5"	241 lbs	Tennessee	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432165.png
+Jalen Suggs4	SG	22	6' 5"	205 lbs	Gonzaga	$7,252,080
+https://a.espncdn.com/i/headshots/nba/players/full/4566434.png
+Franz Wagner22	SF	22	6' 10"	220 lbs	Michigan	$5,508,720
+https://a.espncdn.com/i/headshots/nba/players/full/3150844.png
+Moritz Wagner21	C	26	6' 11"	245 lbs	Michigan	$8,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4397040.png
+Brandon Williams11	G	23	6' 2"	190 lbs	Arizona	--
+
+
+Philadelphia 76ers Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Marcus Bagley38	F	21	6' 8"	215 lbs	Arizona State	--
+https://a.espncdn.com/i/headshots/nba/players/full/4277919.png
+Mo Bamba	C	25	7' 0"	231 lbs	Texas	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3964.png
+Patrick Beverley21	PG	35	6' 2"	180 lbs	Arkansas	$2,019,706
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Ricky Council IV37	G	22	6' 6"	205 lbs	Arkansas	--
+https://a.espncdn.com/i/headshots/nba/players/full/2580913.png
+Dewayne Dedmon14	C	34	6' 10"	245 lbs	USC	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397107.png
+David Duke Jr.	G	23	6' 4"	207 lbs	Providence	--
+https://a.espncdn.com/i/headshots/nba/players/full/3059318.png
+Joel Embiid21	C	29	7' 0"	280 lbs	Kansas	$46,900,000
+https://a.espncdn.com/i/headshots/nba/players/full/3988.png
+Danny Green	F	36	6' 6"	215 lbs	North Carolina	--
+https://a.espncdn.com/i/headshots/nba/players/full/3992.png
+James Harden1	SG	34	6' 5"	220 lbs	Arizona State	$35,640,000
+https://a.espncdn.com/i/headshots/nba/players/full/2991055.png
+Montrezl Harrell5	C	29	6' 7"	240 lbs	Louisville	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/6440.png
+Tobias Harris12	PF	31	6' 7"	226 lbs	Tennessee	$39,270,150
+https://a.espncdn.com/i/headshots/nba/players/full/2991155.png
+Danuel House Jr.25	SF	30	6' 6"	220 lbs	Texas A&M	$4,310,250
+https://a.espncdn.com/i/headshots/nba/players/full/4397103.png
+Louis King23	SF	24	6' 7"	205 lbs	Oregon	--
+https://a.espncdn.com/i/headshots/nba/players/full/3929325.png
+Furkan Korkmaz30	SG	26	6' 7"	202 lbs	--	$5,370,370
+https://a.espncdn.com/i/headshots/nba/players/full/4431678.png
+Tyrese Maxey0	PG	22	6' 2"	200 lbs	Kentucky	$4,343,920
+https://a.espncdn.com/i/headshots/nba/players/full/4066436.png
+De'Anthony Melton8	SG	25	6' 2"	200 lbs	USC	$8,000,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Filip Petrusev	PF	23	6' 11"	234 lbs	Gonzaga	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/4278562.png
+Paul Reed44	SF	24	6' 9"	210 lbs	DePaul	$7,723,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Terquavion Smith26	G	20	6' 4"	165 lbs	NC State	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432164.png
+Jaden Springer11	G	20	6' 4"	205 lbs	Tennessee	$2,226,240
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Azuolas Tubelis29	F	21	6' 11"	245 lbs	Arizona	--
+https://a.espncdn.com/i/headshots/nba/players/full/3033.png
+P.J. Tucker17	PF	38	6' 5"	245 lbs	Texas	$11,014,500
+
+Phoenix Suns Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4278129.png
+Deandre Ayton22	C	25	7' 0"	250 lbs	Arizona	$32,459,438
+https://a.espncdn.com/i/headshots/nba/players/full/4066299.png
+Udoka Azubuike	C	24	6' 10"	280 lbs	Kansas	--
+https://a.espncdn.com/i/headshots/nba/players/full/3136779.png
+Keita Bates-Diop	SF	27	6' 8"	229 lbs	Ohio State	$2,364,614
+https://a.espncdn.com/i/headshots/nba/players/full/6580.png
+Bradley Beal	SG	30	6' 4"	207 lbs	Florida	$46,741,590
+https://a.espncdn.com/i/headshots/nba/players/full/6427.png
+Bismack Biyombo18	C	31	6' 8"	255 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397102.png
+Bol Bol	C	23	7' 2"	220 lbs	Oregon	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/3136193.png
+Devin Booker1	SG	26	6' 5"	206 lbs	Kentucky	$36,016,200
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Toumani Camara	F	23	6' 8"	220 lbs	Dayton	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/3202.png
+Kevin Durant35	PF	34	6' 10"	240 lbs	Texas	$47,649,433
+https://a.espncdn.com/i/headshots/nba/players/full/3914285.png
+Drew Eubanks	PF	26	6' 10"	245 lbs	Oregon State	$2,346,614
+https://a.espncdn.com/i/headshots/nba/players/full/4278402.png
+Jordan Goodwin	G	24	6' 3"	200 lbs	Saint Louis	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/2595209.png
+Damion Lee10	SG	30	6' 5"	210 lbs	Louisville	$2,528,233
+https://a.espncdn.com/i/headshots/nba/players/full/4278124.png
+Saben Lee38	G	24	6' 2"	183 lbs	Vanderbilt	--
+https://a.espncdn.com/i/headshots/nba/players/full/3914283.png
+Chimezie Metu7	PF	26	6' 9"	225 lbs	USC	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/4065663.png
+Josh Okogie2	SF	25	6' 4"	213 lbs	Georgia Tech	$2,815,937
+https://a.espncdn.com/i/headshots/nba/players/full/6619.png
+Terrence Ross8	G	32	6' 7"	206 lbs	Washington	--
+https://a.espncdn.com/i/headshots/nba/players/full/3059307.png
+Ish Wainright12	F	29	6' 5"	250 lbs	Baylor	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/2982334.png
+T.J. Warren21	SF	30	6' 8"	220 lbs	NC State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3133838.png
+Yuta Watanabe	SF	28	6' 8"	215 lbs	George Washington	$2,346,614
+
+Portland Trail Blazers Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4871140.png
+Ibou Badji41	C	20	7' 1"	240 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397126.png
+Moses Brown	C	23	7' 2"	245 lbs	UCLA	--
+https://a.espncdn.com/i/headshots/nba/players/full/4432588.png
+John Butler Jr.21	F	20	7' 0"	190 lbs	Florida State	--
+https://a.espncdn.com/i/headshots/nba/players/full/2991070.png
+Jerami Grant9	SF	29	6' 8"	210 lbs	Syracuse	$27,586,207
+https://a.espncdn.com/i/headshots/nba/players/full/4683678.png
+Scoot Henderson0	G	19	6' 2"	196 lbs	--	$9,770,880
+https://a.espncdn.com/i/headshots/nba/players/full/4432192.png
+Keon Johnson6	SG	21	6' 3"	185 lbs	Tennessee	$2,808,720
+https://a.espncdn.com/i/headshots/nba/players/full/4278075.png
+Kevin Knox II11	SF	24	6' 7"	215 lbs	Kentucky	--
+https://a.espncdn.com/i/headshots/nba/players/full/6606.png
+Damian Lillard0	PG	33	6' 2"	195 lbs	Weber State	$45,640,084
+https://a.espncdn.com/i/headshots/nba/players/full/4395652.png
+Nassir Little10	SF	23	6' 5"	220 lbs	North Carolina	$6,250,000
+https://a.espncdn.com/i/headshots/nba/players/full/4066269.png
+Skylar Mays8	SG	26	6' 4"	205 lbs	LSU	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Justin Minaya15	F	24	6' 7"	210 lbs	Providence	--
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Kris Murray8	F	23	6' 8"	215 lbs	Iowa	$2,847,480
+https://a.espncdn.com/i/headshots/nba/players/full/3102530.png
+Jusuf Nurkic27	C	29	7' 0"	290 lbs	--	$16,875,000
+https://a.espncdn.com/i/headshots/nba/players/full/4914336.png
+Shaedon Sharpe17	SG	20	6' 5"	200 lbs	Kentucky	$6,313,800
+https://a.espncdn.com/i/headshots/nba/players/full/4351851.png
+Anfernee Simons1	SG	24	6' 3"	181 lbs	--	$24,107,143
+https://a.espncdn.com/i/headshots/nba/players/full/3907498.png
+Matisse Thybulle4	SG	26	6' 5"	201 lbs	Washington	$10,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/4432446.png
+Jabari Walker34	F	21	6' 7"	200 lbs	Colorado	$1,719,864
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jeenathan Williams49	G	24	6' 5"	205 lbs	Buffalo	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/3135047.png
+Justise Winslow26	PF	27	6' 6"	222 lbs	Duke	--
+
+Sacramento Kings Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/6578.png
+Harrison Barnes40	SF	31	6' 8"	225 lbs	North Carolina	$17,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3919454.png
+Terence Davis3	SG	26	6' 4"	201 lbs	Ole Miss	--
+https://a.espncdn.com/i/headshots/nba/players/full/2489716.png
+Matthew Dellavedova8	PG	33	6' 3"	200 lbs	Saint Mary's	--
+https://a.espncdn.com/i/headshots/nba/players/full/4592402.png
+Chris Duarte	SG	26	6' 5"	190 lbs	Oregon	$4,124,400
+https://a.espncdn.com/i/headshots/nba/players/full/4397693.png
+Kessler Edwards17	SF	23	6' 8"	215 lbs	Pepperdine	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/4702177.png
+Keon Ellis23	G	23	6' 5"	175 lbs	Alabama	--
+https://a.espncdn.com/i/headshots/nba/players/full/4066736.png
+Jordan Ford1	G	25	6' 1"	175 lbs	Saint Mary's	--
+https://a.espncdn.com/i/headshots/nba/players/full/4066259.png
+De'Aaron Fox5	PG	25	6' 3"	185 lbs	Kentucky	$32,600,060
+https://a.espncdn.com/i/headshots/nba/players/full/4066372.png
+Kevin Huerter9	SG	25	6' 7"	198 lbs	Maryland	$15,669,643
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Colby Jones	G	21	6' 6"	205 lbs	Xavier	$2,019,706
+https://a.espncdn.com/i/headshots/nba/players/full/2596107.png
+Alex Len25	C	30	7' 1"	250 lbs	Maryland	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/3136196.png
+Trey Lyles41	PF	27	6' 9"	234 lbs	Kentucky	$8,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/3452.png
+JaVale McGee00	C	35	7' 0"	270 lbs	Nevada	$5,734,280
+https://a.espncdn.com/i/headshots/nba/players/full/4278053.png
+Davion Mitchell15	PG	25	6' 0"	202 lbs	Baylor	$5,063,760
+https://a.espncdn.com/i/headshots/nba/players/full/4066262.png
+Malik Monk0	SG	25	6' 3"	200 lbs	Kentucky	$9,945,830
+https://a.espncdn.com/i/headshots/nba/players/full/4594327.png
+Keegan Murray13	SF	23	6' 8"	215 lbs	Iowa	$8,409,000
+https://a.espncdn.com/i/headshots/nba/players/full/3155942.png
+Domantas Sabonis10	PF	27	7' 0"	240 lbs	Gonzaga	$30,600,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Jalen Slawson	F	23	6' 7"	218 lbs	Furman	--
+https://a.espncdn.com/i/headshots/nba/players/full/3893014.png
+Sasha Vezenkov	F	28	6' 9"	225 lbs	--	$6,341,464
+
+
+San Antonio Spurs Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4870562.png
+Dominick Barlow26	F	20	6' 10"	220 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/4397886.png
+Charles Bassey28	C	22	6' 9"	230 lbs	Western Kentucky	$2,600,000
+https://a.espncdn.com/i/headshots/nba/players/full/2578240.png
+Khem Birch99	C	30	6' 8"	233 lbs	UNLV	$6,985,000
+https://a.espncdn.com/i/headshots/nba/players/full/4565201.png
+Malaki Branham22	G	20	6' 4"	180 lbs	Ohio State	$3,071,880
+https://a.espncdn.com/i/headshots/nba/players/full/2528779.png
+Reggie Bullock25	SF	32	6' 6"	205 lbs	North Carolina	$11,014,080
+https://a.espncdn.com/i/headshots/nba/players/full/4592479.png
+Julian Champagnie30	F	22	6' 9"	210 lbs	St. John's	$3,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/5081727.png
+Sidy Cissoko	G	19	6' 7"	225 lbs	--	$1,119,563
+https://a.espncdn.com/i/headshots/nba/players/full/4066650.png
+Zach Collins23	PF	25	6' 11"	250 lbs	Gonzaga	$7,700,000
+https://a.espncdn.com/i/headshots/nba/players/full/2534781.png
+Gorgui Dieng41	C	33	6' 10"	265 lbs	Louisville	--
+https://a.espncdn.com/i/headshots/nba/players/full/3133601.png
+Devonte' Graham4	PG	28	6' 1"	195 lbs	Kansas	$12,100,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395723.png
+Keldon Johnson3	SF	23	6' 5"	220 lbs	Kentucky	$20,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4395626.png
+Tre Jones33	PG	23	6' 1"	185 lbs	Duke	$9,895,833
+https://a.espncdn.com/i/headshots/nba/players/full/4397008.png
+Romeo Langford35	SG	23	6' 5"	216 lbs	Indiana	--
+https://a.espncdn.com/i/headshots/nba/players/full/4278580.png
+Sandro Mamukelashvili54	PF	24	6' 10"	240 lbs	Seton Hall	$2,019,760
+https://a.espncdn.com/i/headshots/nba/players/full/2528588.png
+Doug McDermott17	SF	31	6' 6"	225 lbs	Creighton	$13,750,000
+https://a.espncdn.com/i/headshots/nba/players/full/3893016.png
+Cedi Osman16	SF	28	6' 7"	230 lbs	--	$6,718,842
+https://a.espncdn.com/i/headshots/nba/players/full/4610139.png
+Jeremy Sochan10	F	20	6' 8"	230 lbs	Baylor	$5,316,960
+https://a.espncdn.com/i/headshots/nba/players/full/4395630.png
+Devin Vassell24	SG	23	6' 5"	200 lbs	Florida State	$5,887,899
+https://a.espncdn.com/i/headshots/nba/players/full/5104157.png
+Victor Wembanyama	C	19	7' 3"	225 lbs	--	$12,160,680
+https://a.espncdn.com/i/headshots/nba/players/full/4683935.png
+Blake Wesley14	G	20	6' 4"	190 lbs	Notre Dame	$2,504,640
+
+Toronto Raptors Roster 2023-24
+	NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4431679.png
+Precious Achiuwa5	PF	24	6' 8"	225 lbs	Memphis	$4,379,527
+https://a.espncdn.com/i/headshots/nba/players/full/3934719.png
+O.G. Anunoby3	SF	26	6' 7"	232 lbs	Indiana	$18,642,857
+https://a.espncdn.com/i/headshots/nba/players/full/4433134.png
+Scottie Barnes4	SF	22	6' 8"	225 lbs	Florida State	$8,008,560
+https://a.espncdn.com/i/headshots/nba/players/full/6579.png
+Will Barton1	G	32	6' 5"	181 lbs	Memphis	--
+https://a.espncdn.com/i/headshots/nba/players/full/3948153.png
+Chris Boucher25	PF	30	6' 9"	200 lbs	Oregon	$11,750,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Gradey Dick	G	19	6' 8"	205 lbs	Kansas	$4,536,720
+https://a.espncdn.com/i/headshots/nba/players/full/4066786.png
+Jeff Dowtin Jr.20	PG	26	6' 3"	177 lbs	Rhode Island	$2,109,706
+https://a.espncdn.com/i/headshots/nba/players/full/4066668.png
+Malachi Flynn22	PG	25	6' 1"	175 lbs	San Diego State	$3,873,025
+https://a.espncdn.com/i/headshots/nba/players/full/4397251.png
+Ron Harper Jr.8	F	23	6' 5"	245 lbs	Rutgers	--
+https://a.espncdn.com/i/headshots/nba/players/full/4431778.png
+Christian Koloko35	C	23	7' 0"	230 lbs	Arizona	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/4066731.png
+Jalen McDaniels7	PF	25	6' 9"	205 lbs	San Diego State	$4,516,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Markquis Nowell	G	23	5' 8"	160 lbs	Kansas State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3134908.png
+Jakob Poeltl19	C	27	7' 1"	245 lbs	Utah	$19,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/2594922.png
+Otto Porter Jr.32	SF	30	6' 8"	198 lbs	Georgetown	$6,300,000
+https://a.espncdn.com/i/headshots/nba/players/full/3032979.png
+Dennis Schroder	PG	30	6' 1"	172 lbs	--	$12,405,000
+https://a.espncdn.com/i/headshots/nba/players/full/3149673.png
+Pascal Siakam43	PF	29	6' 8"	230 lbs	New Mexico State	$37,893,408
+https://a.espncdn.com/i/headshots/nba/players/full/4277843.png
+Gary Trent Jr.33	SG	24	6' 5"	209 lbs	Duke	$18,560,000
+https://a.espncdn.com/i/headshots/nba/players/full/3244.png
+Thaddeus Young21	PF	35	6' 8"	235 lbs	Georgia Tech	$8,000,000
+
+Utah Jazz Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4397018.png
+Ochai Agbaji30	G	23	6' 5"	215 lbs	Kansas	$4,114,200
+https://a.espncdn.com/i/headshots/nba/players/full/3912292.png
+Jarrell Brantley5	PF	27	6' 5"	250 lbs	Charleston	--
+https://a.espncdn.com/i/headshots/nba/players/full/2528426.png
+Jordan Clarkson00	PG	31	6' 5"	194 lbs	Missouri	$23,487,629
+https://a.espncdn.com/i/headshots/nba/players/full/3908845.png
+John Collins20	PF	25	6' 9"	226 lbs	Wake Forest	$25,340,000
+https://a.espncdn.com/i/headshots/nba/players/full/2991139.png
+Kris Dunn11	G	29	6' 3"	205 lbs	Providence	$2,586,665
+https://a.espncdn.com/i/headshots/nba/players/full/3899664.png
+Simone Fontecchio16	F	27	6' 7"	209 lbs	--	$3,044,872
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Keyonte George	G	19	6' 4"	185 lbs	Baylor	$3,889,800
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Taylor Hendricks	F	19	6' 9"	210 lbs	UCF	$5,569,920
+https://a.espncdn.com/i/headshots/nba/players/full/4396991.png
+Talen Horton-Tucker0	SG	22	6' 4"	234 lbs	Iowa State	$11,020,000
+https://a.espncdn.com/i/headshots/nba/players/full/4432817.png
+Johnny Juzang33	G	22	6' 7"	215 lbs	UCLA	--
+https://a.espncdn.com/i/headshots/nba/players/full/4433136.png
+Walker Kessler24	C	22	7' 0"	245 lbs	Auburn	$2,831,160
+https://a.espncdn.com/i/headshots/nba/players/full/4066336.png
+Lauri Markkanen23	PF	26	7' 0"	240 lbs	Arizona	$17,259,999
+https://a.espncdn.com/i/headshots/nba/players/full/2489663.png
+Kelly Olynyk41	PF	32	6' 11"	240 lbs	Gonzaga	$12,195,122
+https://a.espncdn.com/i/headshots/nba/players/full/4423309.png
+Luka Samanic91	F	23	6' 10"	227 lbs	--	$2,066,585
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Brice Sensabaugh	F	19	6' 6"	235 lbs	Ohio State	$2,448,600
+https://a.espncdn.com/i/headshots/nba/players/full/4277811.png
+Collin Sexton2	PG	24	6' 2"	190 lbs	Alabama	$17,325,000
+https://a.espncdn.com/i/headshots/nba/players/full/4401416.png
+Juan Toscano-Anderson95	SF	30	6' 6"	209 lbs	Marquette	--
+https://a.espncdn.com/i/headshots/nba/players/full/3074213.png
+Omer Yurtseven77	C	25	6' 11"	275 lbs	Georgetown	$2,800,000
+
+Toronto Raptors Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4431679.png
+Precious Achiuwa5	PF	24	6' 8"	225 lbs	Memphis	$4,379,527
+https://a.espncdn.com/i/headshots/nba/players/full/3934719.png
+O.G. Anunoby3	SF	26	6' 7"	232 lbs	Indiana	$18,642,857
+https://a.espncdn.com/i/headshots/nba/players/full/4433134.png
+Scottie Barnes4	SF	22	6' 8"	225 lbs	Florida State	$8,008,560
+https://a.espncdn.com/i/headshots/nba/players/full/6579.png
+Will Barton1	G	32	6' 5"	181 lbs	Memphis	--
+https://a.espncdn.com/i/headshots/nba/players/full/3948153.png
+Chris Boucher25	PF	30	6' 9"	200 lbs	Oregon	$11,750,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Gradey Dick	G	19	6' 8"	205 lbs	Kansas	$4,536,720
+https://a.espncdn.com/i/headshots/nba/players/full/4066786.png
+Jeff Dowtin Jr.20	PG	26	6' 3"	177 lbs	Rhode Island	$2,109,706
+https://a.espncdn.com/i/headshots/nba/players/full/4066668.png
+Malachi Flynn22	PG	25	6' 1"	175 lbs	San Diego State	$3,873,025
+https://a.espncdn.com/i/headshots/nba/players/full/4397251.png
+Ron Harper Jr.8	F	23	6' 5"	245 lbs	Rutgers	--
+https://a.espncdn.com/i/headshots/nba/players/full/4431778.png
+Christian Koloko35	C	23	7' 0"	230 lbs	Arizona	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/4066731.png
+Jalen McDaniels7	PF	25	6' 9"	205 lbs	San Diego State	$4,516,000
+https://a.espncdn.com/combiner/i?img=/i/headshots/nophoto.png&w=200&h=146
+Markquis Nowell	G	23	5' 8"	160 lbs	Kansas State	--
+https://a.espncdn.com/i/headshots/nba/players/full/3134908.png
+Jakob Poeltl19	C	27	7' 1"	245 lbs	Utah	$19,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/2594922.png
+Otto Porter Jr.32	SF	30	6' 8"	198 lbs	Georgetown	$6,300,000
+https://a.espncdn.com/i/headshots/nba/players/full/3032979.png
+Dennis Schroder	PG	30	6' 1"	172 lbs	--	$12,405,000
+https://a.espncdn.com/i/headshots/nba/players/full/3149673.png
+Pascal Siakam43	PF	29	6' 8"	230 lbs	New Mexico State	$37,893,408
+https://a.espncdn.com/i/headshots/nba/players/full/4277843.png
+Gary Trent Jr.33	SG	24	6' 5"	209 lbs	Duke	$18,560,000
+https://a.espncdn.com/i/headshots/nba/players/full/3244.png
+Thaddeus Young21	PF	35	6' 8"	235 lbs	Georgia Tech	$8,000,000
+
+Washington Wizards Roster 2023-24
+NAME	POS	AGE	HT	WT	COLLEGE	SALARY
+https://a.espncdn.com/i/headshots/nba/players/full/4683021.png
+Deni Avdija9	SF	22	6' 9"	210 lbs	--	$6,263,188
+https://a.espncdn.com/i/headshots/nba/players/full/4433246.png
+Patrick Baldwin Jr.7	F	20	6' 9"	220 lbs	Milwaukee	$2,337,720
+https://a.espncdn.com/i/headshots/nba/players/full/4395695.png
+Jared Butler	SG	23	6' 3"	193 lbs	Baylor	--
+https://a.espncdn.com/i/headshots/nba/players/full/3129932.png
+Xavier Cooks12	G	28	6' 8"	185 lbs	Winthrop	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/5104155.png
+Bilal Coulibaly	SG	19	6' 6"	195 lbs	--	$6,614,280
+https://a.espncdn.com/i/headshots/nba/players/full/4432356.png
+Johnny Davis1	G	21	6' 4"	195 lbs	Wisconsin	$5,050,800
+https://a.espncdn.com/i/headshots/nba/players/full/4278049.png
+Daniel Gafford21	C	24	6' 10"	234 lbs	Arkansas	$12,402,000
+https://a.espncdn.com/i/headshots/nba/players/full/3428.png
+Danilo Gallinari	PF	35	6' 10"	236 lbs	--	$6,802,950
+https://a.espncdn.com/i/headshots/nba/players/full/3986.png
+Taj Gibson67	F	38	6' 9"	232 lbs	USC	--
+https://a.espncdn.com/i/headshots/nba/players/full/2581184.png
+Anthony Gill16	PF	30	6' 8"	230 lbs	Virginia	$1,997,239
+https://a.espncdn.com/i/headshots/nba/players/full/3135046.png
+Tyus Jones	PG	27	6' 0"	196 lbs	Duke	$14,000,000
+https://a.espncdn.com/i/headshots/nba/players/full/4280151.png
+Corey Kispert24	SF	24	6' 6"	224 lbs	Gonzaga	$3,722,040
+https://a.espncdn.com/i/headshots/nba/players/full/3134907.png
+Kyle Kuzma33	SF	28	6' 9"	221 lbs	Utah	$25,568,182
+https://a.espncdn.com/i/headshots/nba/players/full/2490089.png
+Mike Muscala	C	32	6' 11"	240 lbs	Bucknell	$3,500,000
+https://a.espncdn.com/i/headshots/nba/players/full/3056247.png
+Kendrick Nunn20	G	28	6' 3"	190 lbs	Oakland	--
+https://a.espncdn.com/i/headshots/nba/players/full/4066410.png
+Eugene Omoruyi	F	26	6' 6"	235 lbs	Oregon	$1,927,896
+https://a.espncdn.com/i/headshots/nba/players/full/4277956.png
+Jordan Poole3	SG	24	6' 4"	194 lbs	Michigan	$27,955,357
+https://a.espncdn.com/i/headshots/nba/players/full/4591725.png
+Ryan Rollins2	G	21	6' 3"	180 lbs	Toledo	$1,719,864
+https://a.espncdn.com/i/headshots/nba/players/full/3914044.png
+Landry Shamet	SG	26	6' 4"	190 lbs	Wichita State	$10,250,000
+https://a.espncdn.com/i/headshots/nba/players/full/4997537.png
+Tristan Vukcevic	PF	20	7' 0"	225 lbs	--	--
+https://a.espncdn.com/i/headshots/nba/players/full/3064447.png
+Delon Wright55	SG	31	6' 5"	185 lbs	Utah	$8,195,122
diff --git a/llama-demo-apps/txt2csv.py b/llama-demo-apps/txt2csv.py
new file mode 100644
index 00000000..878d44d1
--- /dev/null
+++ b/llama-demo-apps/txt2csv.py
@@ -0,0 +1,53 @@
+import csv
+
+# Define the input and output file names
+input_file = 'nba.txt'
+output_file = 'nba_roster.csv'
+
+# Initialize lists to store data
+roster_data = []
+current_team = None
+
+# Open the input file
+with open(input_file, 'r') as file:
+    for line in file:
+        # Remove leading and trailing whitespaces from the line
+        line = line.strip()
+        
+        # Check if the line starts with 'https', skip it
+        if line.startswith('https'):
+            continue
+        
+        # Check if the line contains the team name
+        if 'Roster' in line:
+            current_team = line.split(' Roster ')[0]
+        elif line and "NAME" not in line:  # Skip empty lines and header lines
+            # Split the line using tabs as the delimiter
+            player_info = line.split('\t')
+            
+            # Remove any numbers from the player's name and set Jersey accordingly
+            name = ''.join([c for c in player_info[0] if not c.isdigit()])
+            jersey = ''.join([c for c in player_info[0] if c.isdigit()])
+            
+            # If no number found, set Jersey to "NA"
+            if not jersey:
+                jersey = "NA"
+            
+            # Append the team name, name, and jersey to the player's data
+            player_info = [current_team, name, jersey] + player_info[1:]
+            
+            # Append the player's data to the roster_data list
+            roster_data.append(player_info)
+
+# Write the data to a CSV file
+with open(output_file, 'w', newline='') as csvfile:
+    writer = csv.writer(csvfile)
+    
+    # Write the header row
+    writer.writerow(['Team', 'NAME', 'Jersey', 'POS', 'AGE', 'HT', 'WT', 'COLLEGE', 'SALARY'])
+    
+    # Write the player data
+    writer.writerows(roster_data)
+
+print(f'Conversion completed. Data saved to {output_file}')
+
-- 
GitLab