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sec-web-scraper-13f/scratch.ipynb
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wassname 241200c541 use html parse
2022-06-23 22:18:33 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.502070Z",
"start_time": "2022-06-23T13:34:09.025774Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"%pylab is deprecated, use %matplotlib inline and import the required libraries.\n",
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline\n",
"import pandas as pd\n",
"from pathlib import Path\n",
"import collections, itertools"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.507519Z",
"start_time": "2022-06-23T13:34:09.503018Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"[PosixPath('output/AQR/2022-05-16.csv'),\n",
" PosixPath('output/Bluecrest/2022-05-16.csv'),\n",
" PosixPath('output/Bridgewater/2022-05-13.csv'),\n",
" PosixPath('output/Buffett/2022-05-16.csv'),\n",
" PosixPath('output/DEShaw/2022-05-16.csv'),\n",
" PosixPath('output/JPMorgan/2022-05-11.csv'),\n",
" PosixPath('output/KYNIKOS ASSOCIATES LP/2020-11-16.csv'),\n",
" PosixPath('output/Millenium/2022-05-16.csv'),\n",
" PosixPath('output/Renaissance/2022-05-13.csv'),\n",
" PosixPath('output/Scion Asset Management/2022-05-16.csv'),\n",
" PosixPath('output/TwoSigma/2022-05-16.csv')]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"firms = sorted(Path(\"output\").glob('*'))\n",
"# just get latest for each firm\n",
"filings = [sorted(firm.glob('*.csv'))[-1:] for firm in firms]\n",
"filings = sorted(itertools.chain(*filings))\n",
"filings"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.602387Z",
"start_time": "2022-06-23T13:34:09.508853Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>NAME OF ISSUER</th>\n",
" <th>TITLE OF CLASS</th>\n",
" <th>CUSIP</th>\n",
" <th>VALUE (x$1000)</th>\n",
" <th>SHRS OR PRN AMT</th>\n",
" <th>SH/ PRN</th>\n",
" <th>PUT/ CALL</th>\n",
" <th>INVESTMENT DISCRETION</th>\n",
" <th>OTHER MANAGER</th>\n",
" <th>VOTING AUTHORITY SOLE</th>\n",
" <th>VOTING AUTHORITY SHARED</th>\n",
" <th>VOTING AUTHORITY NONE</th>\n",
" <th>date</th>\n",
" <th>firm</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>1 800 FLOWERS COM INC</td>\n",
" <td>CL A</td>\n",
" <td>68243Q106</td>\n",
" <td>477</td>\n",
" <td>37421</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>DFND</td>\n",
" <td></td>\n",
" <td>37421</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>AQR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1ST SOURCE CORP</td>\n",
" <td>COM</td>\n",
" <td>336901103</td>\n",
" <td>2010</td>\n",
" <td>43457</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>DFND</td>\n",
" <td></td>\n",
" <td>43457</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>AQR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>23ANDME HOLDING CO</td>\n",
" <td>CLASS A COM</td>\n",
" <td>90138Q108</td>\n",
" <td>91</td>\n",
" <td>23635</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>DFND</td>\n",
" <td></td>\n",
" <td>23635</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>AQR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2U INC</td>\n",
" <td>COM</td>\n",
" <td>90214J101</td>\n",
" <td>455</td>\n",
" <td>34575</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>DFND</td>\n",
" <td></td>\n",
" <td>34575</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>AQR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>3M CO</td>\n",
" <td>COM</td>\n",
" <td>88579Y101</td>\n",
" <td>116940</td>\n",
" <td>785468</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>DFND</td>\n",
" <td></td>\n",
" <td>459475</td>\n",
" <td>0</td>\n",
" <td>325993</td>\n",
" <td>2022-05-16</td>\n",
" <td>AQR</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2535</th>\n",
" <td>ZURN WATER SOLUTIONS CORP</td>\n",
" <td>COM</td>\n",
" <td>98983L108</td>\n",
" <td>4188</td>\n",
" <td>118307</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>118307</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2536</th>\n",
" <td>ZYMERGEN INC</td>\n",
" <td>COM</td>\n",
" <td>98985X100</td>\n",
" <td>881</td>\n",
" <td>304854</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>304854</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2537</th>\n",
" <td>ZYMEWORKS INC</td>\n",
" <td>COM</td>\n",
" <td>98985W102</td>\n",
" <td>5182</td>\n",
" <td>791148</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>791148</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2538</th>\n",
" <td>ZYNERBA PHARMACEUTICALS INC</td>\n",
" <td>COM</td>\n",
" <td>98986X109</td>\n",
" <td>221</td>\n",
" <td>107747</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>107747</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2539</th>\n",
" <td>ZYNEX INC</td>\n",
" <td>COM</td>\n",
" <td>98986M103</td>\n",
" <td>448</td>\n",
" <td>71848</td>\n",
" <td>SH</td>\n",
" <td></td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>71848</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>49207 rows × 14 columns</p>\n",
"</div>"
],
"text/plain": [
" NAME OF ISSUER TITLE OF CLASS CUSIP VALUE (x$1000) \\\n",
"0 1 800 FLOWERS COM INC CL A 68243Q106 477 \n",
"1 1ST SOURCE CORP COM 336901103 2010 \n",
"2 23ANDME HOLDING CO CLASS A COM 90138Q108 91 \n",
"3 2U INC COM 90214J101 455 \n",
"4 3M CO COM 88579Y101 116940 \n",
"... ... ... ... ... \n",
"2535 ZURN WATER SOLUTIONS CORP COM 98983L108 4188 \n",
"2536 ZYMERGEN INC COM 98985X100 881 \n",
"2537 ZYMEWORKS INC COM 98985W102 5182 \n",
"2538 ZYNERBA PHARMACEUTICALS INC COM 98986X109 221 \n",
"2539 ZYNEX INC COM 98986M103 448 \n",
"\n",
" SHRS OR PRN AMT SH/ PRN PUT/ CALL INVESTMENT DISCRETION OTHER MANAGER \\\n",
"0 37421 SH DFND \n",
"1 43457 SH DFND \n",
"2 23635 SH DFND \n",
"3 34575 SH DFND \n",
"4 785468 SH DFND \n",
"... ... ... ... ... ... \n",
"2535 118307 SH SOLE \n",
"2536 304854 SH SOLE \n",
"2537 791148 SH SOLE \n",
"2538 107747 SH SOLE \n",
"2539 71848 SH SOLE \n",
"\n",
" VOTING AUTHORITY SOLE VOTING AUTHORITY SHARED VOTING AUTHORITY NONE \\\n",
"0 37421 0 0 \n",
"1 43457 0 0 \n",
"2 23635 0 0 \n",
"3 34575 0 0 \n",
"4 459475 0 325993 \n",
"... ... ... ... \n",
"2535 118307 0 0 \n",
"2536 304854 0 0 \n",
"2537 791148 0 0 \n",
"2538 107747 0 0 \n",
"2539 71848 0 0 \n",
"\n",
" date firm \n",
"0 2022-05-16 AQR \n",
"1 2022-05-16 AQR \n",
"2 2022-05-16 AQR \n",
"3 2022-05-16 AQR \n",
"4 2022-05-16 AQR \n",
"... ... ... \n",
"2535 2022-05-16 TwoSigma \n",
"2536 2022-05-16 TwoSigma \n",
"2537 2022-05-16 TwoSigma \n",
"2538 2022-05-16 TwoSigma \n",
"2539 2022-05-16 TwoSigma \n",
"\n",
"[49207 rows x 14 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# read all files\n",
"\n",
"def read_csv(f):\n",
" _, firm, date = str(f).split('.')[0].split('/')\n",
" df = pd.read_csv(f).fillna('')\n",
" df['date'] = pd.Timestamp(date)\n",
" df['firm'] = firm\n",
" return df\n",
"\n",
"df = pd.concat([read_csv(f) for f in filings])\n",
"df"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.616870Z",
"start_time": "2022-06-23T13:34:09.603226Z"
},
"scrolled": true
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>NAME OF ISSUER</th>\n",
" <th>TITLE OF CLASS</th>\n",
" <th>CUSIP</th>\n",
" <th>VALUE (x$1000)</th>\n",
" <th>SHRS OR PRN AMT</th>\n",
" <th>SH/ PRN</th>\n",
" <th>PUT/ CALL</th>\n",
" <th>INVESTMENT DISCRETION</th>\n",
" <th>OTHER MANAGER</th>\n",
" <th>VOTING AUTHORITY SOLE</th>\n",
" <th>VOTING AUTHORITY SHARED</th>\n",
" <th>VOTING AUTHORITY NONE</th>\n",
" <th>date</th>\n",
" <th>firm</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>DOMINION ENERGY INC</td>\n",
" <td>COM</td>\n",
" <td>25746U109</td>\n",
" <td>850</td>\n",
" <td>10000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>OTR</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td>10000</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>INVESCO QQQ TR</td>\n",
" <td>UNIT SER 1</td>\n",
" <td>46090E103</td>\n",
" <td>258854</td>\n",
" <td>714000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>OTR</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td>714000</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>ISHARES INC</td>\n",
" <td>MSCI BRAZIL ETF</td>\n",
" <td>464286400</td>\n",
" <td>8507</td>\n",
" <td>225000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>OTR</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td>225000</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>ISHARES TR</td>\n",
" <td>CHINA LG-CAP ETF</td>\n",
" <td>464287184</td>\n",
" <td>1758</td>\n",
" <td>55000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>OTR</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td>55000</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>ISHARES TR</td>\n",
" <td>IBOXX HI YD ETF</td>\n",
" <td>464288513</td>\n",
" <td>159840</td>\n",
" <td>1942400</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>OTR</td>\n",
" <td></td>\n",
" <td>0</td>\n",
" <td>1942400</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2159</th>\n",
" <td>STEM INC</td>\n",
" <td>COM</td>\n",
" <td>85859N102</td>\n",
" <td>826</td>\n",
" <td>75000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>75000</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2182</th>\n",
" <td>SUNNOVA ENERGY INTL INC.</td>\n",
" <td>COM</td>\n",
" <td>86745K104</td>\n",
" <td>6452</td>\n",
" <td>279800</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>279800</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2202</th>\n",
" <td>T-MOBILE US INC</td>\n",
" <td>COM</td>\n",
" <td>872590104</td>\n",
" <td>73416</td>\n",
" <td>572000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>572000</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2380</th>\n",
" <td>VANECK ETF TRUST</td>\n",
" <td>SEMICONDUCTR ETF</td>\n",
" <td>92189F676</td>\n",
" <td>297</td>\n",
" <td>1100</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>1100</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2419</th>\n",
" <td>VIRGIN GALACTIC HOLDINGS INC</td>\n",
" <td>COM</td>\n",
" <td>92766K106</td>\n",
" <td>5108</td>\n",
" <td>517000</td>\n",
" <td>SH</td>\n",
" <td>Put</td>\n",
" <td>SOLE</td>\n",
" <td></td>\n",
" <td>517000</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1660 rows × 14 columns</p>\n",
"</div>"
],
"text/plain": [
" NAME OF ISSUER TITLE OF CLASS CUSIP \\\n",
"73 DOMINION ENERGY INC COM 25746U109 \n",
"119 INVESCO QQQ TR UNIT SER 1 46090E103 \n",
"123 ISHARES INC MSCI BRAZIL ETF 464286400 \n",
"128 ISHARES TR CHINA LG-CAP ETF 464287184 \n",
"131 ISHARES TR IBOXX HI YD ETF 464288513 \n",
"... ... ... ... \n",
"2159 STEM INC COM 85859N102 \n",
"2182 SUNNOVA ENERGY INTL INC. COM 86745K104 \n",
"2202 T-MOBILE US INC COM 872590104 \n",
"2380 VANECK ETF TRUST SEMICONDUCTR ETF 92189F676 \n",
"2419 VIRGIN GALACTIC HOLDINGS INC COM 92766K106 \n",
"\n",
" VALUE (x$1000) SHRS OR PRN AMT SH/ PRN PUT/ CALL INVESTMENT DISCRETION \\\n",
"73 850 10000 SH Put OTR \n",
"119 258854 714000 SH Put OTR \n",
"123 8507 225000 SH Put OTR \n",
"128 1758 55000 SH Put OTR \n",
"131 159840 1942400 SH Put OTR \n",
"... ... ... ... ... ... \n",
"2159 826 75000 SH Put SOLE \n",
"2182 6452 279800 SH Put SOLE \n",
"2202 73416 572000 SH Put SOLE \n",
"2380 297 1100 SH Put SOLE \n",
"2419 5108 517000 SH Put SOLE \n",
"\n",
" OTHER MANAGER VOTING AUTHORITY SOLE VOTING AUTHORITY SHARED \\\n",
"73 0 10000 \n",
"119 0 714000 \n",
"123 0 225000 \n",
"128 0 55000 \n",
"131 0 1942400 \n",
"... ... ... ... \n",
"2159 75000 0 \n",
"2182 279800 0 \n",
"2202 572000 0 \n",
"2380 1100 0 \n",
"2419 517000 0 \n",
"\n",
" VOTING AUTHORITY NONE date firm \n",
"73 0 2022-05-16 Bluecrest \n",
"119 0 2022-05-16 Bluecrest \n",
"123 0 2022-05-16 Bluecrest \n",
"128 0 2022-05-16 Bluecrest \n",
"131 0 2022-05-16 Bluecrest \n",
"... ... ... ... \n",
"2159 0 2022-05-16 TwoSigma \n",
"2182 0 2022-05-16 TwoSigma \n",
"2202 0 2022-05-16 TwoSigma \n",
"2380 0 2022-05-16 TwoSigma \n",
"2419 0 2022-05-16 TwoSigma \n",
"\n",
"[1660 rows x 14 columns]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_puts = df[df[\"PUT/ CALL\"]==\"Put\"]\n",
"df_puts"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.626611Z",
"start_time": "2022-06-23T13:34:09.617862Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>date</th>\n",
" <th>firm</th>\n",
" <th>NAME OF ISSUER</th>\n",
" <th>VALUE (x$1000)</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" <td>DOMINION ENERGY INC</td>\n",
" <td>850</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" <td>INVESCO QQQ TR</td>\n",
" <td>258854</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" <td>ISHARES INC</td>\n",
" <td>8507</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" <td>ISHARES TR</td>\n",
" <td>1758</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>2022-05-16</td>\n",
" <td>Bluecrest</td>\n",
" <td>ISHARES TR</td>\n",
" <td>159840</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2159</th>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" <td>STEM INC</td>\n",
" <td>826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2182</th>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" <td>SUNNOVA ENERGY INTL INC.</td>\n",
" <td>6452</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2202</th>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" <td>T-MOBILE US INC</td>\n",
" <td>73416</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2380</th>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" <td>VANECK ETF TRUST</td>\n",
" <td>297</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2419</th>\n",
" <td>2022-05-16</td>\n",
" <td>TwoSigma</td>\n",
" <td>VIRGIN GALACTIC HOLDINGS INC</td>\n",
" <td>5108</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1660 rows × 4 columns</p>\n",
"</div>"
],
"text/plain": [
" date firm NAME OF ISSUER VALUE (x$1000)\n",
"73 2022-05-16 Bluecrest DOMINION ENERGY INC 850\n",
"119 2022-05-16 Bluecrest INVESCO QQQ TR 258854\n",
"123 2022-05-16 Bluecrest ISHARES INC 8507\n",
"128 2022-05-16 Bluecrest ISHARES TR 1758\n",
"131 2022-05-16 Bluecrest ISHARES TR 159840\n",
"... ... ... ... ...\n",
"2159 2022-05-16 TwoSigma STEM INC 826\n",
"2182 2022-05-16 TwoSigma SUNNOVA ENERGY INTL INC. 6452\n",
"2202 2022-05-16 TwoSigma T-MOBILE US INC 73416\n",
"2380 2022-05-16 TwoSigma VANECK ETF TRUST 297\n",
"2419 2022-05-16 TwoSigma VIRGIN GALACTIC HOLDINGS INC 5108\n",
"\n",
"[1660 rows x 4 columns]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_puts2 = df_puts[['date', 'firm', 'NAME OF ISSUER', 'VALUE (x$1000)']]\n",
"df_puts2"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.642653Z",
"start_time": "2022-06-23T13:34:09.627472Z"
}
},
"outputs": [],
"source": [
"from IPython.display import display\n",
"\n",
"def display_more(df):\n",
" with pd.option_context('display.max_rows', 1000, 'display.max_columns', 20):\n",
" display(df) #need display to show the dataframe when using with in jupyter\n",
" #some pandas stuff\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.663839Z",
"start_time": "2022-06-23T13:34:09.643372Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>VALUE (x$1000)</th>\n",
" </tr>\n",
" <tr>\n",
" <th>firm</th>\n",
" <th>NAME OF ISSUER</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th rowspan=\"5\" valign=\"top\">Bluecrest</th>\n",
" <th>DOMINION ENERGY INC</th>\n",
" <td>850</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO QQQ TR</th>\n",
" <td>258854</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES INC</th>\n",
" <td>8507</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES TR</th>\n",
" <td>394601</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SELECT SECTOR SPDR TR</th>\n",
" <td>17121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"5\" valign=\"top\">TwoSigma</th>\n",
" <th>STEM INC</th>\n",
" <td>826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SUNNOVA ENERGY INTL INC.</th>\n",
" <td>6452</td>\n",
" </tr>\n",
" <tr>\n",
" <th>T-MOBILE US INC</th>\n",
" <td>73416</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANECK ETF TRUST</th>\n",
" <td>297</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIRGIN GALACTIC HOLDINGS INC</th>\n",
" <td>5108</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1549 rows × 1 columns</p>\n",
"</div>"
],
"text/plain": [
" VALUE (x$1000)\n",
"firm NAME OF ISSUER \n",
"Bluecrest DOMINION ENERGY INC 850\n",
" INVESCO QQQ TR 258854\n",
" ISHARES INC 8507\n",
" ISHARES TR 394601\n",
" SELECT SECTOR SPDR TR 17121\n",
"... ...\n",
"TwoSigma STEM INC 826\n",
" SUNNOVA ENERGY INTL INC. 6452\n",
" T-MOBILE US INC 73416\n",
" VANECK ETF TRUST 297\n",
" VIRGIN GALACTIC HOLDINGS INC 5108\n",
"\n",
"[1549 rows x 1 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_puts2.groupby(['firm', 'NAME OF ISSUER']).sum()"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:37:11.708405Z",
"start_time": "2022-06-23T13:37:11.676546Z"
},
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Bluecrest\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:-----------------------------|-----------------:|:--------------------|\n",
"| DOMINION ENERGY INC | 850 | 2022-05-16 00:00:00 |\n",
"| SPDR INDEX SHS FDS | 3123 | 2022-05-16 00:00:00 |\n",
"| VANGUARD INTL EQUITY INDEX F | 7281 | 2022-05-16 00:00:00 |\n",
"| ISHARES INC | 8507 | 2022-05-16 00:00:00 |\n",
"| SELECT SECTOR SPDR TR | 17121 | 2022-05-16 00:00:00 |\n",
"| SPDR SER TR | 26262 | 2022-05-16 00:00:00 |\n",
"| SPDR GOLD TR | 28181 | 2022-05-16 00:00:00 |\n",
"| SPDR S&P 500 ETF TR | 140370 | 2022-05-16 00:00:00 |\n",
"| INVESCO QQQ TR | 258854 | 2022-05-16 00:00:00 |\n",
"| ISHARES TR | 394601 | 2022-05-16 00:00:00 |\n",
"\n",
"DEShaw\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:---------------------------|-----------------:|:--------------------|\n",
"| PAYPAL HLDGS INC | 264260 | 2022-05-16 00:00:00 |\n",
"| NVIDIA CORPORATION | 276980 | 2022-05-16 00:00:00 |\n",
"| ALPHABET INC | 279066 | 2022-05-16 00:00:00 |\n",
"| CITIGROUP INC | 312289 | 2022-05-16 00:00:00 |\n",
"| CHIPOTLE MEXICAN GRILL INC | 325107 | 2022-05-16 00:00:00 |\n",
"| BLOCK INC | 335569 | 2022-05-16 00:00:00 |\n",
"| MERCADOLIBRE INC | 345425 | 2022-05-16 00:00:00 |\n",
"| ADVANCED MICRO DEVICES INC | 349691 | 2022-05-16 00:00:00 |\n",
"| TESLA INC | 470157 | 2022-05-16 00:00:00 |\n",
"| AMAZON COM INC | 1456872 | 2022-05-16 00:00:00 |\n",
"\n",
"JPMorgan\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:-----------------------|-----------------:|:--------------------|\n",
"| AMAZON COM INC | 650034 | 2022-05-11 00:00:00 |\n",
"| ALIBABA GROUP HLDG LTD | 688867 | 2022-05-11 00:00:00 |\n",
"| SELECT SECTOR SPDR TR | 716283 | 2022-05-11 00:00:00 |\n",
"| ISHARES INC | 955795 | 2022-05-11 00:00:00 |\n",
"| APPLE INC | 1033237 | 2022-05-11 00:00:00 |\n",
"| INVESCO QQQ TR | 2482166 | 2022-05-11 00:00:00 |\n",
"| TESLA INC | 3408018 | 2022-05-11 00:00:00 |\n",
"| SPDR GOLD TR | 3592045 | 2022-05-11 00:00:00 |\n",
"| ISHARES TR | 7527121 | 2022-05-11 00:00:00 |\n",
"| SPDR S&P 500 ETF TR | 9404003 | 2022-05-11 00:00:00 |\n",
"\n",
"KYNIKOS ASSOCIATES LP\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:-----------------|-----------------:|:--------------------|\n",
"| TESLA INC | 2531 | 2020-11-16 00:00:00 |\n",
"| IROBOT CORP | 4736 | 2020-11-16 00:00:00 |\n",
"| BEYOND MEAT INC | 6526 | 2020-11-16 00:00:00 |\n",
"| GSX TECHEDU INC | 10046 | 2020-11-16 00:00:00 |\n",
"\n",
"Millenium\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:----------------------|-----------------:|:--------------------|\n",
"| SPDR SER TR | 1457806 | 2022-05-16 00:00:00 |\n",
"| MICROSOFT CORP | 1783635 | 2022-05-16 00:00:00 |\n",
"| ALPHABET INC | 2373503 | 2022-05-16 00:00:00 |\n",
"| SELECT SECTOR SPDR TR | 3407417 | 2022-05-16 00:00:00 |\n",
"| AMAZON COM INC | 3684069 | 2022-05-16 00:00:00 |\n",
"| APPLE INC | 4666313 | 2022-05-16 00:00:00 |\n",
"| TESLA INC | 5212459 | 2022-05-16 00:00:00 |\n",
"| SPDR S&P 500 ETF TR | 7053036 | 2022-05-16 00:00:00 |\n",
"| INVESCO QQQ TR | 7581364 | 2022-05-16 00:00:00 |\n",
"| ISHARES TR | 8242165 | 2022-05-16 00:00:00 |\n",
"\n",
"Scion Asset Management\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:-----------------|-----------------:|:--------------------|\n",
"| APPLE INC | 35970 | 2022-05-16 00:00:00 |\n",
"\n",
"TwoSigma\n",
"| NAME OF ISSUER | VALUE (x$1000) | date |\n",
"|:-----------------------------|-----------------:|:--------------------|\n",
"| NORWEGIAN CRUISE LINE HLDG L | 14301 | 2022-05-16 00:00:00 |\n",
"| FISKER INC | 15087 | 2022-05-16 00:00:00 |\n",
"| II-VI INC | 15491 | 2022-05-16 00:00:00 |\n",
"| BEYOND MEAT INC | 16116 | 2022-05-16 00:00:00 |\n",
"| DISH NETWORK CORPORATION | 16392 | 2022-05-16 00:00:00 |\n",
"| ARBOR REALTY TRUST INC | 18797 | 2022-05-16 00:00:00 |\n",
"| DOMINION ENERGY INC | 23443 | 2022-05-16 00:00:00 |\n",
"| SPDR S&P 500 ETF TR | 40828 | 2022-05-16 00:00:00 |\n",
"| T-MOBILE US INC | 73416 | 2022-05-16 00:00:00 |\n",
"| INVESCO QQQ TR | 93717 | 2022-05-16 00:00:00 |\n",
"\n"
]
}
],
"source": [
"for name, g in df_puts2.groupby(['firm']):\n",
" d = g.groupby('NAME OF ISSUER').agg({'VALUE (x$1000)':'sum', 'date':'first'}).sort_values('VALUE (x$1000)')\n",
" print(name)\n",
"# display(d.tail(10))\n",
" print(d.tail(10).to_markdown())\n",
" print()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.707508Z",
"start_time": "2022-06-23T13:34:09.690531Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>VALUE (x$1000)</th>\n",
" </tr>\n",
" <tr>\n",
" <th>NAME OF ISSUER</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>NEKTAR THERAPEUTICS</th>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OPKO HEALTH INC</th>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THE LION ELECTRIC COMPANY</th>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NANO DIMENSION LTD</th>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DUTCH BROS INC</th>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HOUGHTON MIFFLIN HARCOURT CO</th>\n",
" <td>11</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IMPINJ INC</th>\n",
" <td>13</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIOMARIN PHARMACEUTICAL INC</th>\n",
" <td>15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MP MATERIALS CORP</th>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SEMPRA</th>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIDUS INVT CORP</th>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EVGO INC</th>\n",
" <td>21</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOUTHWEST GAS HLDGS INC</th>\n",
" <td>23</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SENSATA TECHNOLOGIES HLDG PL</th>\n",
" <td>25</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MANNKIND CORP</th>\n",
" <td>43</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANGUARD TAX-MANAGED INTL FD</th>\n",
" <td>53</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SKECHERS U S A INC</th>\n",
" <td>53</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TFF PHARMACEUTICALS INC</th>\n",
" <td>63</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CUE BIOPHARMA INC</th>\n",
" <td>64</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COMMUNITY HEALTH SYS INC NEW</th>\n",
" <td>69</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GAOTU TECHEDU INC</th>\n",
" <td>69</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AKEBIA THERAPEUTICS INC</th>\n",
" <td>73</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMARIN CORP PLC</th>\n",
" <td>74</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SUNPOWER CORP</th>\n",
" <td>88</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REVANCE THERAPEUTICS INC</th>\n",
" <td>90</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CENTENNIAL RESOURCE DEV INC</th>\n",
" <td>93</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CRESCENT PT ENERGY CORP</th>\n",
" <td>94</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KIRKLANDS INC</th>\n",
" <td>95</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLUEBIRD BIO INC</th>\n",
" <td>97</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GOPRO INC</th>\n",
" <td>107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REVLON INC</th>\n",
" <td>115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NAUTILUS INC</th>\n",
" <td>122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DANIMER SCIENTIFIC INC</th>\n",
" <td>122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUYA INC</th>\n",
" <td>134</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FRONTIER GROUP HLDGS INC</th>\n",
" <td>135</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TAL EDUCATION GROUP</th>\n",
" <td>151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIG 5 SPORTING GOODS CORP</th>\n",
" <td>172</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LOYALTY VENTURES INC</th>\n",
" <td>192</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VROOM INC</th>\n",
" <td>213</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEW ORIENTAL ED &amp; TECHNOLOGY</th>\n",
" <td>230</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FOX CORP</th>\n",
" <td>237</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VICI PPTYS INC</th>\n",
" <td>242</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3-D SYS CORP DEL</th>\n",
" <td>255</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ACCOLADE INC</th>\n",
" <td>270</td>\n",
" </tr>\n",
" <tr>\n",
" <th>YAMANA GOLD INC</th>\n",
" <td>279</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REALTY INCOME CORP</th>\n",
" <td>291</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INCYTE CORP</th>\n",
" <td>302</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RUBIUS THERAPEUTICS INC</th>\n",
" <td>306</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARQIT QUANTUM INC</th>\n",
" <td>312</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN WELL CORP</th>\n",
" <td>313</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Q2 HLDGS INC</th>\n",
" <td>321</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GOODYEAR TIRE &amp; RUBR CO</th>\n",
" <td>326</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STONECO LTD</th>\n",
" <td>328</td>\n",
" </tr>\n",
" <tr>\n",
" <th>B &amp; G FOODS INC NEW</th>\n",
" <td>340</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GROUPON INC</th>\n",
" <td>340</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AVADEL PHARMACEUTICALS PLC</th>\n",
" <td>342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EHEALTH INC</th>\n",
" <td>347</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HF SINCLAIR CORPORATION</th>\n",
" <td>351</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HORIZON THERAPEUTICS PUB L</th>\n",
" <td>368</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VITAL FARMS INC</th>\n",
" <td>371</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEUROCRINE BIOSCIENCES INC</th>\n",
" <td>375</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PROSHARES TR</th>\n",
" <td>384</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GLOBUS MED INC</th>\n",
" <td>384</td>\n",
" </tr>\n",
" <tr>\n",
" <th>YUM BRANDS INC</th>\n",
" <td>391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EASTMAN CHEM CO</th>\n",
" <td>392</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANGUARD WORLD FDS</th>\n",
" <td>402</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JINKOSOLAR HLDG CO LTD</th>\n",
" <td>410</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RESMED INC</th>\n",
" <td>412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DAQO NEW ENERGY CORP</th>\n",
" <td>413</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALLSTATE CORP</th>\n",
" <td>416</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RAPID7 INC</th>\n",
" <td>423</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SONOS INC</th>\n",
" <td>423</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JUNIPER NETWORKS INC</th>\n",
" <td>427</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARCELORMITTAL SA LUXEMBOURG</th>\n",
" <td>445</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MANDIANT INC</th>\n",
" <td>446</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INARI MED INC</th>\n",
" <td>453</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MR COOPER GROUP INC</th>\n",
" <td>457</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVITAE CORP</th>\n",
" <td>458</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRIP COM GROUP LTD</th>\n",
" <td>458</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PROTHENA CORP PLC</th>\n",
" <td>490</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WW INTL INC</th>\n",
" <td>493</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHEMOCENTRYX INC</th>\n",
" <td>501</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VONAGE HLDGS CORP</th>\n",
" <td>505</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RUSH STREET INTERACTIVE INC</th>\n",
" <td>509</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GORES GUGGENHEIM INC</th>\n",
" <td>515</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VERMILION ENERGY INC</th>\n",
" <td>521</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UPLAND SOFTWARE INC</th>\n",
" <td>528</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MADDEN STEVEN LTD</th>\n",
" <td>529</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KKR &amp; CO INC</th>\n",
" <td>544</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TATTOOED CHEF INC</th>\n",
" <td>551</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARQETA INC</th>\n",
" <td>552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICOLD RLTY TR</th>\n",
" <td>558</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO MORTGAGE CAPITAL INC</th>\n",
" <td>570</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CUREVAC N V</th>\n",
" <td>588</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CROWN CASTLE INTL CORP NEW</th>\n",
" <td>591</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UTZ BRANDS INC</th>\n",
" <td>591</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NUTANIX INC</th>\n",
" <td>595</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZOOMINFO TECHNOLOGIES INC</th>\n",
" <td>597</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IONQ INC</th>\n",
" <td>611</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPIRIT AIRLS INC</th>\n",
" <td>612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PENNYMAC FINL SVCS INC NEW</th>\n",
" <td>612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WATERS CORP</th>\n",
" <td>621</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2U INC</th>\n",
" <td>644</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ITEOS THERAPEUTICS INC</th>\n",
" <td>644</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EVERQUOTE INC</th>\n",
" <td>647</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SAGE THERAPEUTICS INC</th>\n",
" <td>662</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEOGENOMICS INC</th>\n",
" <td>669</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AURORA CANNABIS INC</th>\n",
" <td>680</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STRATASYS LTD</th>\n",
" <td>706</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENANTA PHARMACEUTICALS INC</th>\n",
" <td>712</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NCR CORP NEW</th>\n",
" <td>723</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TUSIMPLE HLDGS INC</th>\n",
" <td>732</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PLANET FITNESS INC</th>\n",
" <td>735</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONMED CORP</th>\n",
" <td>743</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INFOSYS LTD</th>\n",
" <td>747</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PENN NATL GAMING INC</th>\n",
" <td>764</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HYDROFARM HLDGS GROUP INC</th>\n",
" <td>770</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KYNDRYL HLDGS INC</th>\n",
" <td>774</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROCKET COS INC</th>\n",
" <td>778</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RITE AID CORP</th>\n",
" <td>788</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ON24 INC</th>\n",
" <td>789</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SANDRIDGE ENERGY INC</th>\n",
" <td>801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAS CAR-MART INC</th>\n",
" <td>806</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KODIAK SCIENCES INC</th>\n",
" <td>810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STEM INC</th>\n",
" <td>826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MADISON SQUARE GRDN ENTERTNM</th>\n",
" <td>833</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CINEMARK HLDGS INC</th>\n",
" <td>864</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AGIOS PHARMACEUTICALS INC</th>\n",
" <td>873</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALTICE USA INC</th>\n",
" <td>874</td>\n",
" </tr>\n",
" <tr>\n",
" <th>XP INC</th>\n",
" <td>882</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANGUARD INDEX FDS</th>\n",
" <td>887</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FRONTLINE LTD</th>\n",
" <td>891</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CERENCE INC</th>\n",
" <td>903</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JOHNSON CTLS INTL PLC</th>\n",
" <td>905</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SYSTEM1 INC</th>\n",
" <td>907</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STURM RUGER &amp; CO INC</th>\n",
" <td>912</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TECHTARGET INC</th>\n",
" <td>918</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VICOR CORP</th>\n",
" <td>924</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OZON HLDGS PLC</th>\n",
" <td>925</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BAOZUN INC</th>\n",
" <td>927</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TG THERAPEUTICS INC</th>\n",
" <td>951</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAR TECHNOLOGY CORP</th>\n",
" <td>968</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TREEHOUSE FOODS INC</th>\n",
" <td>968</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KINGSOFT CLOUD HLDGS LTD</th>\n",
" <td>971</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOMENTIVE GLOBAL INC</th>\n",
" <td>976</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IPG PHOTONICS CORP</th>\n",
" <td>977</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRANSDIGM GROUP INC</th>\n",
" <td>977</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOODYS CORP</th>\n",
" <td>978</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HCI GROUP INC</th>\n",
" <td>982</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLACK HILLS CORP</th>\n",
" <td>986</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOMO INC</th>\n",
" <td>996</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ADICET BIO INC</th>\n",
" <td>999</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COMPANIA DE MINAS BUENAVENTU</th>\n",
" <td>1003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOLSON COORS BEVERAGE CO</th>\n",
" <td>1004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CALUMET SPECIALTY PRODS PART</th>\n",
" <td>1021</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LIBERTY BROADBAND CORP</th>\n",
" <td>1022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRANSALTA CORP</th>\n",
" <td>1035</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROCKWELL AUTOMATION INC</th>\n",
" <td>1036</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTERACTIVE BROKERS GROUP IN</th>\n",
" <td>1041</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMEDISYS INC</th>\n",
" <td>1051</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIG LOTS INC</th>\n",
" <td>1052</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANNALY CAPITAL MANAGEMENT IN</th>\n",
" <td>1056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CEMEX SAB DE CV</th>\n",
" <td>1058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IAA INC</th>\n",
" <td>1071</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MERITOR INC</th>\n",
" <td>1071</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GROCERY OUTLET HLDG CORP</th>\n",
" <td>1078</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REDFIN CORP</th>\n",
" <td>1082</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAN AMERN SILVER CORP</th>\n",
" <td>1092</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLOOMIN BRANDS INC</th>\n",
" <td>1097</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CELSIUS HLDGS INC</th>\n",
" <td>1104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRITON INTL LTD</th>\n",
" <td>1109</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NOVA LTD</th>\n",
" <td>1121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ELDORADO GOLD CORP NEW</th>\n",
" <td>1121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUIDEL CORP</th>\n",
" <td>1125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LUMEN TECHNOLOGIES INC</th>\n",
" <td>1129</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALPS ETF TR</th>\n",
" <td>1134</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BEAM GLOBAL</th>\n",
" <td>1141</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STAAR SURGICAL CO</th>\n",
" <td>1143</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GOODRX HLDGS INC</th>\n",
" <td>1160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UPWORK INC</th>\n",
" <td>1162</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OAK STR HEALTH INC</th>\n",
" <td>1172</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUDBAY MINERALS INC</th>\n",
" <td>1174</td>\n",
" </tr>\n",
" <tr>\n",
" <th>POPULAR INC</th>\n",
" <td>1177</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CALIX INC</th>\n",
" <td>1201</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEVRO CORP</th>\n",
" <td>1208</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NASDAQ INC</th>\n",
" <td>1212</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NRG ENERGY INC</th>\n",
" <td>1251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MACERICH CO</th>\n",
" <td>1251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AGNC INVT CORP</th>\n",
" <td>1254</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LOUISIANA PAC CORP</th>\n",
" <td>1255</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TUPPERWARE BRANDS CORP</th>\n",
" <td>1266</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SYSCO CORP</th>\n",
" <td>1273</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UIPATH INC</th>\n",
" <td>1295</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WESTERN UN CO</th>\n",
" <td>1304</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PLBY GROUP INC</th>\n",
" <td>1309</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FUELCELL ENERGY INC</th>\n",
" <td>1325</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BRITISH AMERN TOB PLC</th>\n",
" <td>1332</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CALLAWAY GOLF CO</th>\n",
" <td>1344</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GROWGENERATION CORP</th>\n",
" <td>1368</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SILICON MOTION TECHNOLOGY CO</th>\n",
" <td>1370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HARLEY DAVIDSON INC</th>\n",
" <td>1379</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HESKA CORP</th>\n",
" <td>1383</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZENTALIS PHARMACEUTICALS INC</th>\n",
" <td>1384</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SWITCH INC</th>\n",
" <td>1387</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIFTH THIRD BANCORP</th>\n",
" <td>1390</td>\n",
" </tr>\n",
" <tr>\n",
" <th>POSHMARK INC</th>\n",
" <td>1393</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NORTHERN OIL AND GAS INC MN</th>\n",
" <td>1410</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APPIAN CORP</th>\n",
" <td>1411</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIMEO INC</th>\n",
" <td>1426</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PROTO LABS INC</th>\n",
" <td>1444</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SITIME CORP</th>\n",
" <td>1462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHILDRENS PL INC NEW</th>\n",
" <td>1479</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TERADATA CORP DEL</th>\n",
" <td>1484</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONTEXTLOGIC INC</th>\n",
" <td>1485</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HEWLETT PACKARD ENTERPRISE C</th>\n",
" <td>1497</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ST JOE CO</th>\n",
" <td>1522</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CITI TRENDS INC</th>\n",
" <td>1531</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AUTOHOME INC</th>\n",
" <td>1533</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANTERO RESOURCES CORP</th>\n",
" <td>1542</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MEMBERSHIP COLLECTIVE GROUP</th>\n",
" <td>1552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TILRAY BRANDS INC</th>\n",
" <td>1554</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JAZZ PHARMACEUTICALS PLC</th>\n",
" <td>1557</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TECK RESOURCES LTD</th>\n",
" <td>1575</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GENUINE PARTS CO</th>\n",
" <td>1575</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MONDAY COM LTD</th>\n",
" <td>1581</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRUIST FINL CORP</th>\n",
" <td>1588</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GUIDEWIRE SOFTWARE INC</th>\n",
" <td>1590</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HELLO GROUP INC</th>\n",
" <td>1630</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JUMIA TECHNOLOGIES AG</th>\n",
" <td>1643</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IQIYI INC</th>\n",
" <td>1647</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALPHA &amp; OMEGA SEMICONDUCTOR</th>\n",
" <td>1650</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LANTHEUS HLDGS INC</th>\n",
" <td>1659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PIPER SANDLER COMPANIES</th>\n",
" <td>1667</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LHC GROUP INC</th>\n",
" <td>1686</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MAGNA INTL INC</th>\n",
" <td>1691</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WARBY PARKER INC</th>\n",
" <td>1691</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MEDIFAST INC</th>\n",
" <td>1708</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENCORE WIRE CORP</th>\n",
" <td>1722</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUAKER HOUGHTON</th>\n",
" <td>1728</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIGCOMMERCE HLDGS INC</th>\n",
" <td>1735</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FUBOTV INC</th>\n",
" <td>1741</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RESTAURANT BRANDS INTL INC</th>\n",
" <td>1752</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IONIS PHARMACEUTICALS INC</th>\n",
" <td>1752</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PREFERRED APT CMNTYS INC</th>\n",
" <td>1756</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ECOLAB INC</th>\n",
" <td>1766</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXELON CORP</th>\n",
" <td>1781</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OREILLY AUTOMOTIVE INC</th>\n",
" <td>1781</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AGNICO EAGLE MINES LTD</th>\n",
" <td>1800</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WINNEBAGO INDS INC</th>\n",
" <td>1810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STITCH FIX INC</th>\n",
" <td>1820</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LSB INDS INC</th>\n",
" <td>1821</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WD 40 CO</th>\n",
" <td>1832</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FULGENT GENETICS INC</th>\n",
" <td>1872</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISTAR INC</th>\n",
" <td>1873</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BEIGENE LTD</th>\n",
" <td>1886</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROBINHOOD MKTS INC</th>\n",
" <td>1898</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WEIBO CORP</th>\n",
" <td>1912</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NORDSTROM INC</th>\n",
" <td>1925</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BANDWIDTH INC</th>\n",
" <td>1943</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APPLOVIN CORP</th>\n",
" <td>1955</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HAWAIIAN HOLDINGS INC</th>\n",
" <td>1970</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BRINKER INTL INC</th>\n",
" <td>1984</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AVALARA INC</th>\n",
" <td>1990</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DARDEN RESTAURANTS INC</th>\n",
" <td>1994</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUNTINGTON INGALLS INDS INC</th>\n",
" <td>1994</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HANESBRANDS INC</th>\n",
" <td>2015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPROUTS FMRS MKT INC</th>\n",
" <td>2028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNIVERSAL HLTH SVCS INC</th>\n",
" <td>2044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SHOALS TECHNOLOGIES GROUP IN</th>\n",
" <td>2045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAYLOCITY HLDG CORP</th>\n",
" <td>2058</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SMARTSHEET INC</th>\n",
" <td>2060</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DIGITAL TURBINE INC</th>\n",
" <td>2068</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PENUMBRA INC</th>\n",
" <td>2088</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MID-AMER APT CMNTYS INC</th>\n",
" <td>2095</td>\n",
" </tr>\n",
" <tr>\n",
" <th>YANDEX N V</th>\n",
" <td>2116</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIVE9 INC</th>\n",
" <td>2131</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GUESS INC</th>\n",
" <td>2137</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARCBEST CORP</th>\n",
" <td>2157</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APELLIS PHARMACEUTICALS INC</th>\n",
" <td>2200</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SSR MNG INC</th>\n",
" <td>2208</td>\n",
" </tr>\n",
" <tr>\n",
" <th>YUM CHINA HLDGS INC</th>\n",
" <td>2231</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INMODE LTD</th>\n",
" <td>2259</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BUILDERS FIRSTSOURCE INC</th>\n",
" <td>2265</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIRSTENERGY CORP</th>\n",
" <td>2298</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARSH &amp; MCLENNAN COS INC</th>\n",
" <td>2301</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BORGWARNER INC</th>\n",
" <td>2307</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FLOOR &amp; DECOR HLDGS INC</th>\n",
" <td>2357</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EQUIFAX INC</th>\n",
" <td>2371</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CANADIAN PAC RY LTD</th>\n",
" <td>2377</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VICTORIAS SECRET AND CO</th>\n",
" <td>2393</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JFROG LTD</th>\n",
" <td>2426</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LINCOLN NATL CORP IND</th>\n",
" <td>2451</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APOLLO GLOBAL MGMT INC</th>\n",
" <td>2480</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MANCHESTER UTD PLC NEW</th>\n",
" <td>2483</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROBERT HALF INTL INC</th>\n",
" <td>2535</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIASAT INC</th>\n",
" <td>2538</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAPRI HOLDINGS LIMITED</th>\n",
" <td>2570</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MASIMO CORP</th>\n",
" <td>2576</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BALLYS CORPORATION</th>\n",
" <td>2613</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HERBALIFE NUTRITION LTD</th>\n",
" <td>2617</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PULTE GROUP INC</th>\n",
" <td>2719</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KEYCORP</th>\n",
" <td>2757</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ASANA INC</th>\n",
" <td>2798</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LUMENTUM HLDGS INC</th>\n",
" <td>2830</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARISTA NETWORKS INC</th>\n",
" <td>2835</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ATOTECH LTD</th>\n",
" <td>2838</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CELANESE CORP DEL</th>\n",
" <td>2886</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OSCAR HEALTH INC</th>\n",
" <td>2892</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AON PLC</th>\n",
" <td>2898</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLINK CHARGING CO</th>\n",
" <td>2911</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UBIQUITI INC</th>\n",
" <td>2912</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OVERSTOCK COM INC DEL</th>\n",
" <td>2918</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARES MANAGEMENT CORPORATION</th>\n",
" <td>2924</td>\n",
" </tr>\n",
" <tr>\n",
" <th>YETI HLDGS INC</th>\n",
" <td>2927</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPIRIT AEROSYSTEMS HLDGS INC</th>\n",
" <td>2933</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GODADDY INC</th>\n",
" <td>2938</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNIVERSAL DISPLAY CORP</th>\n",
" <td>2955</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COURSERA INC</th>\n",
" <td>2977</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LEIDOS HOLDINGS INC</th>\n",
" <td>2992</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXPEDITORS INTL WASH INC</th>\n",
" <td>2992</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COMERICA INC</th>\n",
" <td>3011</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WATSCO INC</th>\n",
" <td>3016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOUTHERN COPPER CORP</th>\n",
" <td>3036</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANGLOGOLD ASHANTI LIMITED</th>\n",
" <td>3056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HERTZ GLOBAL HLDGS INC</th>\n",
" <td>3101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>C H ROBINSON WORLDWIDE INC</th>\n",
" <td>3102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARES CAPITAL CORP</th>\n",
" <td>3107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ATLAS AIR WORLDWIDE HLDGS IN</th>\n",
" <td>3144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RED ROCK RESORTS INC</th>\n",
" <td>3156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OTIS WORLDWIDE CORP</th>\n",
" <td>3163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CI FINL CORP</th>\n",
" <td>3176</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUNT J B TRANS SVCS INC</th>\n",
" <td>3213</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SCORPIO TANKERS INC</th>\n",
" <td>3271</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WILLIAMS SONOMA INC</th>\n",
" <td>3321</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INSPIRE MED SYS INC</th>\n",
" <td>3337</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LEGEND BIOTECH CORP</th>\n",
" <td>3343</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ASBURY AUTOMOTIVE GROUP INC</th>\n",
" <td>3380</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NAVIENT CORPORATION</th>\n",
" <td>3408</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARCHER DANIELS MIDLAND CO</th>\n",
" <td>3412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WOLFSPEED INC</th>\n",
" <td>3416</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MATADOR RES CO</th>\n",
" <td>3444</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LEVI STRAUSS &amp; CO NEW</th>\n",
" <td>3458</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLOOM ENERGY CORP</th>\n",
" <td>3482</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALTERYX INC</th>\n",
" <td>3577</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PRICE T ROWE GROUP INC</th>\n",
" <td>3598</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTELLIA THERAPEUTICS INC</th>\n",
" <td>3634</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COSTAR GROUP INC</th>\n",
" <td>3643</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHURCH &amp; DWIGHT CO INC</th>\n",
" <td>3657</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SM ENERGY CO</th>\n",
" <td>3673</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KULICKE &amp; SOFFA INDS INC</th>\n",
" <td>3675</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LI AUTO INC</th>\n",
" <td>3742</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LIFE STORAGE INC</th>\n",
" <td>3792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SIRIUS XM HOLDINGS INC</th>\n",
" <td>3806</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PG&amp;E CORP</th>\n",
" <td>3836</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BURLINGTON STORES INC</th>\n",
" <td>3898</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KELLOGG CO</th>\n",
" <td>3940</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LAREDO PETROLEUM INC</th>\n",
" <td>3957</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALPHA METALLURGICAL RESOUR I</th>\n",
" <td>3959</td>\n",
" </tr>\n",
" <tr>\n",
" <th>V F CORP</th>\n",
" <td>3980</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAMPBELL SOUP CO</th>\n",
" <td>3989</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DROPBOX INC</th>\n",
" <td>3990</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GENERAL MLS INC</th>\n",
" <td>4063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN EAGLE OUTFITTERS IN</th>\n",
" <td>4076</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNDER ARMOUR INC</th>\n",
" <td>4085</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PARKER-HANNIFIN CORP</th>\n",
" <td>4086</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WEST PHARMACEUTICAL SVSC INC</th>\n",
" <td>4107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIRST HORIZON CORPORATION</th>\n",
" <td>4134</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WESTERN ALLIANCE BANCORP</th>\n",
" <td>4141</td>\n",
" </tr>\n",
" <tr>\n",
" <th>C4 THERAPEUTICS INC</th>\n",
" <td>4165</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TOLL BROTHERS INC</th>\n",
" <td>4189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHARLES RIV LABS INTL INC</th>\n",
" <td>4260</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GAMESTOP CORP NEW</th>\n",
" <td>4264</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EDITAS MEDICINE INC</th>\n",
" <td>4272</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RIOT BLOCKCHAIN INC</th>\n",
" <td>4291</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TE CONNECTIVITY LTD</th>\n",
" <td>4349</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HASBRO INC</th>\n",
" <td>4383</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALLY FINL INC</th>\n",
" <td>4391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KE HLDGS INC</th>\n",
" <td>4418</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CANADIAN SOLAR INC</th>\n",
" <td>4526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ASSURED GUARANTY LTD</th>\n",
" <td>4526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RANGE RES CORP</th>\n",
" <td>4557</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARCUS BIOSCIENCES INC</th>\n",
" <td>4576</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMBARELLA INC</th>\n",
" <td>4627</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MELCO RESORTS AND ENTMNT LTD</th>\n",
" <td>4685</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ONEMAIN HLDGS INC</th>\n",
" <td>4717</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARATHON DIGITAL HOLDINGS IN</th>\n",
" <td>4749</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BUMBLE INC</th>\n",
" <td>4767</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NETAPP INC</th>\n",
" <td>4806</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SHIFT4 PMTS INC</th>\n",
" <td>4812</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IMPERIAL OIL LTD</th>\n",
" <td>4838</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REATA PHARMACEUTICALS INC</th>\n",
" <td>4858</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REPLIGEN CORP</th>\n",
" <td>4872</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SAIA INC</th>\n",
" <td>4876</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHARGEPOINT HOLDINGS INC</th>\n",
" <td>4892</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRIPADVISOR INC</th>\n",
" <td>4928</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALBERTSONS COS INC</th>\n",
" <td>4988</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TYLER TECHNOLOGIES INC</th>\n",
" <td>5072</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INNOVATIVE INDL PPTYS INC</th>\n",
" <td>5156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FMC CORP</th>\n",
" <td>5263</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OLD DOMINION FREIGHT LINE IN</th>\n",
" <td>5287</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JETBLUE AWYS CORP</th>\n",
" <td>5330</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KB HOME</th>\n",
" <td>5388</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MCCORMICK &amp; CO INC</th>\n",
" <td>5399</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DECKERS OUTDOOR CORP</th>\n",
" <td>5475</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PVH CORPORATION</th>\n",
" <td>5478</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JOYY INC</th>\n",
" <td>5509</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AFLAC INC</th>\n",
" <td>5525</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FRONTIER COMMUNICATIONS PARE</th>\n",
" <td>5534</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TANDEM DIABETES CARE INC</th>\n",
" <td>5605</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROGERS COMMUNICATIONS INC</th>\n",
" <td>5661</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FERRARI N V</th>\n",
" <td>5692</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CALLON PETE CO DEL</th>\n",
" <td>5696</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CLOROX CO DEL</th>\n",
" <td>5700</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APTIV PLC</th>\n",
" <td>5830</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CLARIVATE PLC</th>\n",
" <td>5894</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALNYLAM PHARMACEUTICALS INC</th>\n",
" <td>5976</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REGIONS FINANCIAL CORP NEW</th>\n",
" <td>6010</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAGSEGURO DIGITAL LTD</th>\n",
" <td>6015</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BILIBILI INC</th>\n",
" <td>6070</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NOVARTIS AG</th>\n",
" <td>6143</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GLOBAL PMTS INC</th>\n",
" <td>6144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN INTL GROUP INC</th>\n",
" <td>6169</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MORNINGSTAR INC</th>\n",
" <td>6174</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BANK NEW YORK MELLON CORP</th>\n",
" <td>6189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TERADYNE INC</th>\n",
" <td>6196</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PEABODY ENGR CORP</th>\n",
" <td>6213</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LITHIUM AMERS CORP NEW</th>\n",
" <td>6216</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHENIERE ENERGY INC</th>\n",
" <td>6239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ILLINOIS TOOL WKS INC</th>\n",
" <td>6282</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EPAM SYS INC</th>\n",
" <td>6288</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENERPLUS CORP</th>\n",
" <td>6333</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRANSOCEAN LTD</th>\n",
" <td>6400</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IROBOT CORP</th>\n",
" <td>6448</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COUPANG INC</th>\n",
" <td>6502</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HENRY SCHEIN INC</th>\n",
" <td>6539</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NICE LTD</th>\n",
" <td>6570</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ABIOMED INC</th>\n",
" <td>6625</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RENT A CTR INC NEW</th>\n",
" <td>6633</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENTERPRISE PRODS PARTNERS L</th>\n",
" <td>6641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FOOT LOCKER INC</th>\n",
" <td>6760</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WEYERHAEUSER CO MTN BE</th>\n",
" <td>6796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BALLARD PWR SYS INC NEW</th>\n",
" <td>6876</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOTOROLA SOLUTIONS INC</th>\n",
" <td>6878</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHEGG INC</th>\n",
" <td>6886</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHUBB LIMITED</th>\n",
" <td>6973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALASKA AIR GROUP INC</th>\n",
" <td>6996</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EDWARDS LIFESCIENCES CORP</th>\n",
" <td>7063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED MICROELECTRONICS CORP</th>\n",
" <td>7068</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NOVOCURE LTD</th>\n",
" <td>7167</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SEI INVTS CO</th>\n",
" <td>7225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXACT SCIENCES CORP</th>\n",
" <td>7342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CROCS INC</th>\n",
" <td>7357</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUALTRICS INTL INC</th>\n",
" <td>7361</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GLOBANT S A</th>\n",
" <td>7390</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVITATION HOMES INC</th>\n",
" <td>7397</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KINROSS GOLD CORP</th>\n",
" <td>7474</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIATRIS INC</th>\n",
" <td>7555</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EATON CORP PLC</th>\n",
" <td>7588</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OPENDOOR TECHNOLOGIES INC</th>\n",
" <td>7612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LENDINGTREE INC NEW</th>\n",
" <td>7659</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LITHIA MTRS INC</th>\n",
" <td>7773</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SAREPTA THERAPEUTICS INC</th>\n",
" <td>7812</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MONDELEZ INTL INC</th>\n",
" <td>7966</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AVALONBAY CMNTYS INC</th>\n",
" <td>8022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITI GROUP INC</th>\n",
" <td>8171</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUANTA SVCS INC</th>\n",
" <td>8186</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SCOTTS MIRACLE-GRO CO</th>\n",
" <td>8226</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AGILON HEALTH INC</th>\n",
" <td>8279</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALLIANCE DATA SYSTEMS CORP</th>\n",
" <td>8546</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROYAL GOLD INC</th>\n",
" <td>8618</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BAXTER INTL INC</th>\n",
" <td>8715</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEW RESIDENTIAL INVT CORP</th>\n",
" <td>8784</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BUNGE LIMITED</th>\n",
" <td>8809</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THOMSON REUTERS CORP.</th>\n",
" <td>8855</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LIGHTSPEED COMMERCE INC</th>\n",
" <td>8948</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLACKSTONE MTG TR INC</th>\n",
" <td>8961</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CRISPR THERAPEUTICS AG</th>\n",
" <td>9007</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LOGITECH INTL S A</th>\n",
" <td>9090</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SHAKE SHACK INC</th>\n",
" <td>9092</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SONY GROUP CORPORATION</th>\n",
" <td>9182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CARDINAL HEALTH INC</th>\n",
" <td>9265</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALLEGHENY TECHNOLOGIES INC</th>\n",
" <td>9394</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SYNAPTICS INC</th>\n",
" <td>9516</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOLLAR TREE INC</th>\n",
" <td>9529</td>\n",
" </tr>\n",
" <tr>\n",
" <th>POOL CORP</th>\n",
" <td>9599</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AXON ENTERPRISE INC</th>\n",
" <td>9641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PHILLIPS 66</th>\n",
" <td>9805</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMC ENTMT HLDGS INC</th>\n",
" <td>9856</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HCA HEALTHCARE INC</th>\n",
" <td>9900</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FUTU HLDGS LTD</th>\n",
" <td>9960</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GSX TECHEDU INC</th>\n",
" <td>10046</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SUNNOVA ENERGY INTL INC.</th>\n",
" <td>10296</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERCO</th>\n",
" <td>10566</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LUMINAR TECHNOLOGIES INC</th>\n",
" <td>10628</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BRC INC</th>\n",
" <td>10633</td>\n",
" </tr>\n",
" <tr>\n",
" <th>XCEL ENERGY INC</th>\n",
" <td>10826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RIVIAN AUTOMOTIVE INC</th>\n",
" <td>10892</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MICROSTRATEGY INC</th>\n",
" <td>10942</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TENCENT MUSIC ENTMT GROUP</th>\n",
" <td>10962</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STANLEY BLACK &amp; DECKER INC</th>\n",
" <td>10973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ELASTIC N V</th>\n",
" <td>10976</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLACKSTONE INC</th>\n",
" <td>11006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DAVITA INC</th>\n",
" <td>11141</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LEMONADE INC</th>\n",
" <td>11166</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SYNCHRONY FINANCIAL</th>\n",
" <td>11223</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GREEN PLAINS INC</th>\n",
" <td>11241</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CARLYLE GROUP INC</th>\n",
" <td>11249</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUAZHU GROUP LTD</th>\n",
" <td>11283</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TAPESTRY INC</th>\n",
" <td>11301</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CUMMINS INC</th>\n",
" <td>11322</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OVINTIV INC</th>\n",
" <td>11356</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MICROCHIP TECHNOLOGY INC.</th>\n",
" <td>11369</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LENNAR CORP</th>\n",
" <td>11445</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERISOURCEBERGEN CORP</th>\n",
" <td>11603</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DILLARDS INC</th>\n",
" <td>11782</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FASTLY INC</th>\n",
" <td>11819</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIPSHOP HOLDINGS LIMITED</th>\n",
" <td>11883</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IDEXX LABS INC</th>\n",
" <td>11981</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WIX COM LTD</th>\n",
" <td>12170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MGM RESORTS INTERNATIONAL</th>\n",
" <td>12242</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FORTINET INC</th>\n",
" <td>12337</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ACADEMY SPORTS &amp; OUTDOORS IN</th>\n",
" <td>12360</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TENET HEALTHCARE CORP</th>\n",
" <td>12378</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO LTD</th>\n",
" <td>12443</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CARMAX INC</th>\n",
" <td>12533</td>\n",
" </tr>\n",
" <tr>\n",
" <th>C3 AI INC</th>\n",
" <td>12739</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUANTUMSCAPE CORP</th>\n",
" <td>12826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NORTHROP GRUMMAN CORP</th>\n",
" <td>12880</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COLGATE PALMOLIVE CO</th>\n",
" <td>13225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WILLIAMS COS INC</th>\n",
" <td>13227</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIRST CTZNS BANCSHARES INC N</th>\n",
" <td>13312</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OLLIES BARGAIN OUTLET HLDGS</th>\n",
" <td>13318</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANAPLAN INC</th>\n",
" <td>13342</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXTRA SPACE STORAGE INC</th>\n",
" <td>13364</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO EXCHANGE TRADED FD T</th>\n",
" <td>13405</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AVIS BUDGET GROUP</th>\n",
" <td>13481</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOHAWK INDS INC</th>\n",
" <td>13662</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHANGE HEALTHCARE INC</th>\n",
" <td>13669</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIVE BELOW INC</th>\n",
" <td>13747</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VOYA FINANCIAL INC</th>\n",
" <td>14006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FLUOR CORP NEW</th>\n",
" <td>14093</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VIRGIN GALACTIC HOLDINGS INC</th>\n",
" <td>14600</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WHIRLPOOL CORP</th>\n",
" <td>14617</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRONOX HOLDINGS PLC</th>\n",
" <td>14676</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RIO TINTO PLC</th>\n",
" <td>14713</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CME GROUP INC</th>\n",
" <td>14771</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTERNATIONAL PAPER CO</th>\n",
" <td>14798</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ONEOK INC NEW</th>\n",
" <td>14819</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MSCI INC</th>\n",
" <td>15086</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FISKER INC</th>\n",
" <td>15087</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIRST TR EXCHANGE TRADED FD</th>\n",
" <td>15136</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZENDESK INC</th>\n",
" <td>15265</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CLEVELAND-CLIFFS INC NEW</th>\n",
" <td>15310</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CANADIAN NAT RES LTD</th>\n",
" <td>15479</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RINGCENTRAL INC</th>\n",
" <td>15577</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BOSTON SCIENTIFIC CORP</th>\n",
" <td>15581</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THE TRADE DESK INC</th>\n",
" <td>15796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LAUDER ESTEE COS INC</th>\n",
" <td>15931</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALCON AG</th>\n",
" <td>16128</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MASCO CORP</th>\n",
" <td>16295</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DIGITAL RLTY TR INC</th>\n",
" <td>16420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STEEL DYNAMICS INC</th>\n",
" <td>16570</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NUCOR CORP</th>\n",
" <td>16872</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SVB FINANCIAL GROUP</th>\n",
" <td>16895</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CYBERARK SOFTWARE LTD</th>\n",
" <td>16976</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DISH NETWORK CORPORATION</th>\n",
" <td>16993</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EMERSON ELEC CO</th>\n",
" <td>17002</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAMPING WORLD HLDGS INC</th>\n",
" <td>17215</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONSOLIDATED EDISON INC</th>\n",
" <td>17526</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZIM INTEGRATED SHIPPING SERV</th>\n",
" <td>17778</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIVERR INTL LTD</th>\n",
" <td>17793</td>\n",
" </tr>\n",
" <tr>\n",
" <th>XPENG INC</th>\n",
" <td>17796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FARFETCH LTD</th>\n",
" <td>17917</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DISCOVER FINL SVCS</th>\n",
" <td>18115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FRANCO NEV CORP</th>\n",
" <td>18488</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAYCOM SOFTWARE INC</th>\n",
" <td>18531</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARATHON OIL CORP</th>\n",
" <td>18541</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HYATT HOTELS CORP</th>\n",
" <td>18622</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DUPONT DE NEMOURS INC</th>\n",
" <td>18711</td>\n",
" </tr>\n",
" <tr>\n",
" <th>II-VI INC</th>\n",
" <td>18753</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAMECO CORP</th>\n",
" <td>18871</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CITIZENS FINL GROUP INC</th>\n",
" <td>18953</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KROGER CO</th>\n",
" <td>19121</td>\n",
" </tr>\n",
" <tr>\n",
" <th>D R HORTON INC</th>\n",
" <td>19141</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARBOR REALTY TRUST INC</th>\n",
" <td>19479</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAESARS ENTERTAINMENT INC NE</th>\n",
" <td>19502</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COGNIZANT TECHNOLOGY SOLUTIO</th>\n",
" <td>19548</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZYNGA INC</th>\n",
" <td>20326</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN ELEC PWR CO INC</th>\n",
" <td>20413</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MONOLITHIC PWR SYS INC</th>\n",
" <td>20593</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EQT CORP</th>\n",
" <td>20646</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONAGRA BRANDS INC</th>\n",
" <td>20813</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PINDUODUO INC</th>\n",
" <td>21451</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIDELITY NATL INFORMATION SV</th>\n",
" <td>21470</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MONSTER BEVERAGE CORP NEW</th>\n",
" <td>21493</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CASELLA WASTE SYS INC</th>\n",
" <td>21913</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ACCENTURE PLC IRELAND</th>\n",
" <td>21953</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GAP INC</th>\n",
" <td>22000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APA CORPORATION</th>\n",
" <td>22293</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ON SEMICONDUCTOR CORP</th>\n",
" <td>22540</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TORONTO DOMINION BK ONT</th>\n",
" <td>22559</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONSTELLATION BRANDS INC</th>\n",
" <td>22571</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FACTSET RESH SYS INC</th>\n",
" <td>22576</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DISCOVERY INC</th>\n",
" <td>22939</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DICKS SPORTING GOODS INC</th>\n",
" <td>23935</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NUTRIEN LTD</th>\n",
" <td>24032</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BATH &amp; BODY WORKS INC</th>\n",
" <td>24096</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VEEVA SYS INC</th>\n",
" <td>24433</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THOR INDS INC</th>\n",
" <td>24578</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED STS OIL FD LP</th>\n",
" <td>24608</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAYCHEX INC</th>\n",
" <td>25165</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FAIR ISAAC CORP</th>\n",
" <td>25189</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIO RAD LABS INC</th>\n",
" <td>25289</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EQUINIX INC</th>\n",
" <td>25364</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ILLUMINA INC</th>\n",
" <td>25472</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GLAXOSMITHKLINE PLC</th>\n",
" <td>25700</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QORVO INC</th>\n",
" <td>25850</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HILTON WORLDWIDE HLDGS INC</th>\n",
" <td>26039</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NIELSEN HLDGS PLC</th>\n",
" <td>26357</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANALOG DEVICES INC</th>\n",
" <td>26461</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CARVANA CO</th>\n",
" <td>26875</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ASTRAZENECA PLC</th>\n",
" <td>26908</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CANADIAN IMP BK COMM</th>\n",
" <td>27088</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TJX COS INC NEW</th>\n",
" <td>27261</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PETROLEO BRASILEIRO SA PETRO</th>\n",
" <td>27516</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KOHLS CORP</th>\n",
" <td>27739</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MACYS INC</th>\n",
" <td>27981</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOFI TECHNOLOGIES INC</th>\n",
" <td>28141</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CENOVUS ENERGY INC</th>\n",
" <td>28577</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SNAP ON INC</th>\n",
" <td>28664</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PUBLIC STORAGE</th>\n",
" <td>28881</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANGUARD INTL EQUITY INDEX F</th>\n",
" <td>28948</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HESS CORP</th>\n",
" <td>29682</td>\n",
" </tr>\n",
" <tr>\n",
" <th>IRON MTN INC NEW</th>\n",
" <td>29705</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STELLANTIS N.V</th>\n",
" <td>29880</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRINET GROUP INC</th>\n",
" <td>30492</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DEUTSCHE BANK A G</th>\n",
" <td>30552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TEVA PHARMACEUTICAL INDS LTD</th>\n",
" <td>31273</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CITRIX SYS INC</th>\n",
" <td>31370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTERCONTINENTAL EXCHANGE IN</th>\n",
" <td>31960</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALLEGHANY CORP MD</th>\n",
" <td>32186</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALIGN TECHNOLOGY INC</th>\n",
" <td>32438</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PEMBINA PIPELINE CORP</th>\n",
" <td>32879</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOMINION ENERGY INC</th>\n",
" <td>32892</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOLLAR GEN CORP NEW</th>\n",
" <td>32993</td>\n",
" </tr>\n",
" <tr>\n",
" <th>US BANCORP DEL</th>\n",
" <td>33459</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STRYKER CORPORATION</th>\n",
" <td>33686</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VERTEX PHARMACEUTICALS INC</th>\n",
" <td>33796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AIR PRODS &amp; CHEMS INC</th>\n",
" <td>33863</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SIGNATURE BK NEW YORK N Y</th>\n",
" <td>33927</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CORNING INC</th>\n",
" <td>33968</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BAKER HUGHES COMPANY</th>\n",
" <td>34120</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SUNRUN INC</th>\n",
" <td>34856</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARVELL TECHNOLOGY INC</th>\n",
" <td>35145</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MURPHY OIL CORP</th>\n",
" <td>35244</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO EXCH TRADED FD TR II</th>\n",
" <td>35474</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NORFOLK SOUTHN CORP</th>\n",
" <td>36394</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PHILIP MORRIS INTL INC</th>\n",
" <td>36767</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CORTEVA INC</th>\n",
" <td>37362</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KIMBERLY-CLARK CORP</th>\n",
" <td>37379</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COUPA SOFTWARE INC</th>\n",
" <td>38619</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CSX CORP</th>\n",
" <td>38690</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PELOTON INTERACTIVE INC</th>\n",
" <td>38977</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIONTECH SE</th>\n",
" <td>39144</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CF INDS HLDGS INC</th>\n",
" <td>39462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VMWARE INC</th>\n",
" <td>39638</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PNC FINL SVCS GROUP INC</th>\n",
" <td>39638</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZEBRA TECHNOLOGIES CORPORATI</th>\n",
" <td>39674</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NORWEGIAN CRUISE LINE HLDG L</th>\n",
" <td>39828</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DIAMONDBACK ENERGY INC</th>\n",
" <td>40027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EBAY INC.</th>\n",
" <td>40391</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARKETAXESS HLDGS INC</th>\n",
" <td>40450</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARTIN MARIETTA MATLS INC</th>\n",
" <td>40568</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SKYWORKS SOLUTIONS INC</th>\n",
" <td>40584</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TENNECO INC</th>\n",
" <td>41720</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOORDASH INC</th>\n",
" <td>41896</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOMINOS PIZZA INC</th>\n",
" <td>42166</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COINBASE GLOBAL INC</th>\n",
" <td>42965</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KLA CORP</th>\n",
" <td>43122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AFFIRM HLDGS INC</th>\n",
" <td>43494</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BILL COM HLDGS INC</th>\n",
" <td>43861</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUBSPOT INC</th>\n",
" <td>44407</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TRUPANION INC</th>\n",
" <td>44453</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KRANESHARES TR</th>\n",
" <td>44487</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SUN LIFE FINANCIAL INC.</th>\n",
" <td>45370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KINDER MORGAN INC DEL</th>\n",
" <td>45414</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LUCID GROUP INC</th>\n",
" <td>45702</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALBEMARLE CORP</th>\n",
" <td>45888</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TYSON FOODS INC</th>\n",
" <td>46410</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51JOB INC</th>\n",
" <td>46840</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOUTHERN CO</th>\n",
" <td>47016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DANAHER CORPORATION</th>\n",
" <td>47226</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PLUG POWER INC</th>\n",
" <td>47275</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GENERAC HLDGS INC</th>\n",
" <td>47562</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VALE S A</th>\n",
" <td>49045</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITY SOFTWARE INC</th>\n",
" <td>49516</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BEYOND MEAT INC</th>\n",
" <td>49889</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SIMON PPTY GROUP INC NEW</th>\n",
" <td>50348</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SEAGATE TECHNOLOGY HLDNGS PL</th>\n",
" <td>50587</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NIO INC</th>\n",
" <td>51571</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ASML HOLDING N V</th>\n",
" <td>51697</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BECTON DICKINSON &amp; CO</th>\n",
" <td>52961</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHEWY INC</th>\n",
" <td>53451</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LAS VEGAS SANDS CORP</th>\n",
" <td>55507</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTUIT</th>\n",
" <td>56018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLACKROCK INC</th>\n",
" <td>56701</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LIVE NATION ENTERTAINMENT IN</th>\n",
" <td>57208</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENPHASE ENERGY INC</th>\n",
" <td>57487</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MANULIFE FINL CORP</th>\n",
" <td>57578</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CLOUDFLARE INC</th>\n",
" <td>57768</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ELECTRONIC ARTS INC</th>\n",
" <td>58270</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HP INC</th>\n",
" <td>58846</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OKTA INC</th>\n",
" <td>58859</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DUKE ENERGY CORP NEW</th>\n",
" <td>59359</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EOG RES INC</th>\n",
" <td>59818</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FISERV INC</th>\n",
" <td>60140</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SCHWAB CHARLES CORP</th>\n",
" <td>60315</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ULTA BEAUTY INC</th>\n",
" <td>60609</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROBLOX CORP</th>\n",
" <td>63196</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TAKE-TWO INTERACTIVE SOFTWAR</th>\n",
" <td>65939</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPLUNK INC</th>\n",
" <td>65998</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PRUDENTIAL FINL INC</th>\n",
" <td>66624</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ATLASSIAN CORP PLC</th>\n",
" <td>67787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BOSTON BEER INC</th>\n",
" <td>67982</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WAYFAIR INC</th>\n",
" <td>68573</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HUMANA INC</th>\n",
" <td>68844</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BEST BUY INC</th>\n",
" <td>69785</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SNOWFLAKE INC</th>\n",
" <td>70320</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DRAFTKINGS INC</th>\n",
" <td>70596</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DEXCOM INC</th>\n",
" <td>71777</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXPEDIA GROUP INC</th>\n",
" <td>71908</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FIRST SOLAR INC</th>\n",
" <td>72251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ANTHEM INC</th>\n",
" <td>72602</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOUTHWEST AIRLS CO</th>\n",
" <td>72891</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BANK NOVA SCOTIA B C</th>\n",
" <td>73704</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UPSTART HLDGS INC</th>\n",
" <td>74345</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LYONDELLBASELL INDUSTRIES N</th>\n",
" <td>74657</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UBS GROUP AG</th>\n",
" <td>75217</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ARK ETF TR</th>\n",
" <td>75249</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PINTEREST INC</th>\n",
" <td>75710</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALTRIA GROUP INC</th>\n",
" <td>76202</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KRAFT HEINZ CO</th>\n",
" <td>76728</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DATADOG INC</th>\n",
" <td>76751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARRIOTT INTL INC NEW</th>\n",
" <td>77506</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN TOWER CORP NEW</th>\n",
" <td>78934</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BIOGEN INC</th>\n",
" <td>79439</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NXP SEMICONDUCTORS N V</th>\n",
" <td>80584</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MATCH GROUP INC NEW</th>\n",
" <td>80968</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WYNN RESORTS LTD</th>\n",
" <td>81383</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RH</th>\n",
" <td>86642</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED RENTALS INC</th>\n",
" <td>87737</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTUITIVE SURGICAL INC</th>\n",
" <td>87970</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MEDTRONIC PLC</th>\n",
" <td>88305</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NOVAVAX INC</th>\n",
" <td>89138</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOW INC</th>\n",
" <td>89291</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SOLAREDGE TECHNOLOGIES INC</th>\n",
" <td>89845</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR INDEX SHS FDS</th>\n",
" <td>90361</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MCKESSON CORP</th>\n",
" <td>90370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PIONEER NAT RES CO</th>\n",
" <td>92036</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BANK MONTREAL QUE</th>\n",
" <td>92322</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DEERE &amp; CO</th>\n",
" <td>92731</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CAPITAL ONE FINL CORP</th>\n",
" <td>93781</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BARRICK GOLD CORP</th>\n",
" <td>93837</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROYAL BK CDA</th>\n",
" <td>96387</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HALLIBURTON CO</th>\n",
" <td>97102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>METLIFE INC</th>\n",
" <td>99973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DEVON ENERGY CORP NEW</th>\n",
" <td>100101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TC ENERGY CORP</th>\n",
" <td>102446</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M CO</th>\n",
" <td>102772</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED STATES STL CORP NEW</th>\n",
" <td>102928</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ETSY INC</th>\n",
" <td>103016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEWMONT CORP</th>\n",
" <td>106232</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OCCIDENTAL PETE CORP</th>\n",
" <td>107993</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AUTOZONE INC</th>\n",
" <td>108363</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MARATHON PETE CORP</th>\n",
" <td>110535</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WALGREENS BOOTS ALLIANCE INC</th>\n",
" <td>111043</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROYAL CARIBBEAN GROUP</th>\n",
" <td>114276</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TWILIO INC</th>\n",
" <td>115071</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GENERAL ELECTRIC CO</th>\n",
" <td>116845</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LOCKHEED MARTIN CORP</th>\n",
" <td>117412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SEA LTD</th>\n",
" <td>118568</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZSCALER INC</th>\n",
" <td>118952</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ENBRIDGE INC</th>\n",
" <td>121842</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN EXPRESS CO</th>\n",
" <td>125589</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AUTODESK INC</th>\n",
" <td>125824</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MCDONALDS CORP</th>\n",
" <td>127251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CARNIVAL CORP</th>\n",
" <td>127750</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ROKU INC</th>\n",
" <td>130569</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VERIZON COMMUNICATIONS INC</th>\n",
" <td>135995</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BARCLAYS BANK PLC</th>\n",
" <td>137601</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CIGNA CORP NEW</th>\n",
" <td>137608</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LINDE PLC</th>\n",
" <td>137857</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMGEN INC</th>\n",
" <td>138394</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AUTOMATIC DATA PROCESSING IN</th>\n",
" <td>138981</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZILLOW GROUP INC</th>\n",
" <td>145971</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WESTERN DIGITAL CORP.</th>\n",
" <td>147108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHARTER COMMUNICATIONS INC N</th>\n",
" <td>147563</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LULULEMON ATHLETICA INC</th>\n",
" <td>150803</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PEPSICO INC</th>\n",
" <td>151596</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HONEYWELL INTL INC</th>\n",
" <td>151947</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PARAMOUNT GLOBAL</th>\n",
" <td>152942</td>\n",
" </tr>\n",
" <tr>\n",
" <th>RAYTHEON TECHNOLOGIES CORP</th>\n",
" <td>153995</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AKAMAI TECHNOLOGIES INC</th>\n",
" <td>154670</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ABBOTT LABS</th>\n",
" <td>158827</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JD.COM INC</th>\n",
" <td>159247</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALCOA CORP</th>\n",
" <td>161171</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPOTIFY TECHNOLOGY S A</th>\n",
" <td>161410</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GILEAD SCIENCES INC</th>\n",
" <td>162156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TELADOC HEALTH INC</th>\n",
" <td>168056</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NEXTERA ENERGY INC</th>\n",
" <td>175028</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LYFT INC</th>\n",
" <td>175100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ORACLE CORP</th>\n",
" <td>175702</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SCHLUMBERGER LTD</th>\n",
" <td>177204</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AT&amp;T INC</th>\n",
" <td>179641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BP PLC</th>\n",
" <td>186382</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMERICAN AIRLS GROUP INC</th>\n",
" <td>186816</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CVS HEALTH CORP</th>\n",
" <td>187826</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MERCK &amp; CO INC</th>\n",
" <td>188438</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PROCTER AND GAMBLE CO</th>\n",
" <td>189243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JOHNSON &amp; JOHNSON</th>\n",
" <td>193022</td>\n",
" </tr>\n",
" <tr>\n",
" <th>REGENERON PHARMACEUTICALS</th>\n",
" <td>194580</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITEDHEALTH GROUP INC</th>\n",
" <td>197716</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LILLY ELI &amp; CO</th>\n",
" <td>198655</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LAM RESEARCH CORP</th>\n",
" <td>199023</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TWITTER INC</th>\n",
" <td>212907</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TEXAS INSTRS INC</th>\n",
" <td>216304</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COCA COLA CO</th>\n",
" <td>219126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MOSAIC CO NEW</th>\n",
" <td>221472</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PFIZER INC</th>\n",
" <td>222140</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BOOKING HOLDINGS INC</th>\n",
" <td>223807</td>\n",
" </tr>\n",
" <tr>\n",
" <th>T-MOBILE US INC</th>\n",
" <td>227154</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THERMO FISHER SCIENTIFIC INC</th>\n",
" <td>228877</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MODERNA INC</th>\n",
" <td>230380</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APPLIED MATLS INC</th>\n",
" <td>236806</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VALERO ENERGY CORP</th>\n",
" <td>238324</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DOCUSIGN INC</th>\n",
" <td>247618</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED PARCEL SERVICE INC</th>\n",
" <td>247916</td>\n",
" </tr>\n",
" <tr>\n",
" <th>LOWES COS INC</th>\n",
" <td>248613</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CISCO SYS INC</th>\n",
" <td>248695</td>\n",
" </tr>\n",
" <tr>\n",
" <th>S&amp;P GLOBAL INC</th>\n",
" <td>248733</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MONGODB INC</th>\n",
" <td>255996</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CROWDSTRIKE HLDGS INC</th>\n",
" <td>256374</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TAIWAN SEMICONDUCTOR MFG LTD</th>\n",
" <td>259909</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PALANTIR TECHNOLOGIES INC</th>\n",
" <td>261293</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SHOPIFY INC</th>\n",
" <td>261532</td>\n",
" </tr>\n",
" <tr>\n",
" <th>STARBUCKS CORP</th>\n",
" <td>263594</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DELTA AIR LINES INC DEL</th>\n",
" <td>265594</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ZOOM VIDEO COMMUNICATIONS IN</th>\n",
" <td>266018</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WORKDAY INC</th>\n",
" <td>267812</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CATERPILLAR INC</th>\n",
" <td>268319</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COSTCO WHSL CORP NEW</th>\n",
" <td>270419</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NIKE INC</th>\n",
" <td>274059</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MORGAN STANLEY</th>\n",
" <td>294030</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FORD MTR CO DEL</th>\n",
" <td>295808</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FREEPORT-MCMORAN INC</th>\n",
" <td>295973</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TARGET CORP</th>\n",
" <td>297915</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BAIDU INC</th>\n",
" <td>302107</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SERVICENOW INC</th>\n",
" <td>325224</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CONOCOPHILLIPS</th>\n",
" <td>334927</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BRISTOL-MYERS SQUIBB CO</th>\n",
" <td>335617</td>\n",
" </tr>\n",
" <tr>\n",
" <th>FEDEX CORP</th>\n",
" <td>349537</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VISA INC</th>\n",
" <td>354566</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HOME DEPOT INC</th>\n",
" <td>367308</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AIRBNB INC</th>\n",
" <td>372890</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNITED AIRLS HLDGS INC</th>\n",
" <td>380425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR DOW JONES INDL AVERAGE</th>\n",
" <td>389767</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SNAP INC</th>\n",
" <td>395376</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTERNATIONAL BUSINESS MACHS</th>\n",
" <td>403722</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHIPOTLE MEXICAN GRILL INC</th>\n",
" <td>412593</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MASTERCARD INCORPORATED</th>\n",
" <td>413525</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ACTIVISION BLIZZARD INC</th>\n",
" <td>415675</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UBER TECHNOLOGIES INC</th>\n",
" <td>431757</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GOLDMAN SACHS GROUP INC</th>\n",
" <td>432563</td>\n",
" </tr>\n",
" <tr>\n",
" <th>QUALCOMM INC</th>\n",
" <td>434131</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WALMART INC</th>\n",
" <td>435904</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MERCADOLIBRE INC</th>\n",
" <td>436539</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES SILVER TR</th>\n",
" <td>436811</td>\n",
" </tr>\n",
" <tr>\n",
" <th>UNION PAC CORP</th>\n",
" <td>456371</td>\n",
" </tr>\n",
" <tr>\n",
" <th>VANECK ETF TRUST</th>\n",
" <td>458150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BK OF AMERICA CORP</th>\n",
" <td>460889</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ADOBE SYSTEMS INCORPORATED</th>\n",
" <td>462682</td>\n",
" </tr>\n",
" <tr>\n",
" <th>WELLS FARGO CO NEW</th>\n",
" <td>472155</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BROADCOM INC</th>\n",
" <td>474904</td>\n",
" </tr>\n",
" <tr>\n",
" <th>COMCAST CORP NEW</th>\n",
" <td>477331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>GENERAL MTRS CO</th>\n",
" <td>484796</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PAYPAL HLDGS INC</th>\n",
" <td>564684</td>\n",
" </tr>\n",
" <tr>\n",
" <th>EXXON MOBIL CORP</th>\n",
" <td>575899</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SALESFORCE COM INC</th>\n",
" <td>578721</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BOEING CO</th>\n",
" <td>616324</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BERKSHIRE HATHAWAY INC DEL</th>\n",
" <td>627651</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INTEL CORP</th>\n",
" <td>628674</td>\n",
" </tr>\n",
" <tr>\n",
" <th>JPMORGAN CHASE &amp; CO</th>\n",
" <td>642108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MICRON TECHNOLOGY INC</th>\n",
" <td>682418</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ABBVIE INC</th>\n",
" <td>683699</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CHEVRON CORP NEW</th>\n",
" <td>796288</td>\n",
" </tr>\n",
" <tr>\n",
" <th>CITIGROUP INC</th>\n",
" <td>823792</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NETFLIX INC</th>\n",
" <td>861483</td>\n",
" </tr>\n",
" <tr>\n",
" <th>PALO ALTO NETWORKS INC</th>\n",
" <td>907433</td>\n",
" </tr>\n",
" <tr>\n",
" <th>BLOCK INC</th>\n",
" <td>952508</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES INC</th>\n",
" <td>1061621</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DISNEY WALT CO</th>\n",
" <td>1069190</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ADVANCED MICRO DEVICES INC</th>\n",
" <td>1135496</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALIBABA GROUP HLDG LTD</th>\n",
" <td>1687281</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NVIDIA CORPORATION</th>\n",
" <td>1717571</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR SER TR</th>\n",
" <td>1792841</td>\n",
" </tr>\n",
" <tr>\n",
" <th>META PLATFORMS INC</th>\n",
" <td>1983096</td>\n",
" </tr>\n",
" <tr>\n",
" <th>MICROSOFT CORP</th>\n",
" <td>2423933</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ALPHABET INC</th>\n",
" <td>2766250</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR GOLD TR</th>\n",
" <td>3849742</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SELECT SECTOR SPDR TR</th>\n",
" <td>4151245</td>\n",
" </tr>\n",
" <tr>\n",
" <th>AMAZON COM INC</th>\n",
" <td>5790975</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APPLE INC</th>\n",
" <td>5995235</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TESLA INC</th>\n",
" <td>9093165</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO QQQ TR</th>\n",
" <td>10416101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES TR</th>\n",
" <td>16166145</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR S&amp;P 500 ETF TR</th>\n",
" <td>16638237</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" VALUE (x$1000)\n",
"NAME OF ISSUER \n",
"NEKTAR THERAPEUTICS 1\n",
"OPKO HEALTH INC 2\n",
"THE LION ELECTRIC COMPANY 3\n",
"NANO DIMENSION LTD 3\n",
"DUTCH BROS INC 6\n",
"HOUGHTON MIFFLIN HARCOURT CO 11\n",
"IMPINJ INC 13\n",
"BIOMARIN PHARMACEUTICAL INC 15\n",
"MP MATERIALS CORP 17\n",
"SEMPRA 17\n",
"FIDUS INVT CORP 20\n",
"EVGO INC 21\n",
"SOUTHWEST GAS HLDGS INC 23\n",
"SENSATA TECHNOLOGIES HLDG PL 25\n",
"MANNKIND CORP 43\n",
"VANGUARD TAX-MANAGED INTL FD 53\n",
"SKECHERS U S A INC 53\n",
"TFF PHARMACEUTICALS INC 63\n",
"CUE BIOPHARMA INC 64\n",
"COMMUNITY HEALTH SYS INC NEW 69\n",
"GAOTU TECHEDU INC 69\n",
"AKEBIA THERAPEUTICS INC 73\n",
"AMARIN CORP PLC 74\n",
"SUNPOWER CORP 88\n",
"REVANCE THERAPEUTICS INC 90\n",
"CENTENNIAL RESOURCE DEV INC 93\n",
"CRESCENT PT ENERGY CORP 94\n",
"KIRKLANDS INC 95\n",
"BLUEBIRD BIO INC 97\n",
"GOPRO INC 107\n",
"REVLON INC 115\n",
"NAUTILUS INC 122\n",
"DANIMER SCIENTIFIC INC 122\n",
"HUYA INC 134\n",
"FRONTIER GROUP HLDGS INC 135\n",
"TAL EDUCATION GROUP 151\n",
"BIG 5 SPORTING GOODS CORP 172\n",
"LOYALTY VENTURES INC 192\n",
"VROOM INC 213\n",
"NEW ORIENTAL ED & TECHNOLOGY 230\n",
"FOX CORP 237\n",
"VICI PPTYS INC 242\n",
"3-D SYS CORP DEL 255\n",
"ACCOLADE INC 270\n",
"YAMANA GOLD INC 279\n",
"REALTY INCOME CORP 291\n",
"INCYTE CORP 302\n",
"RUBIUS THERAPEUTICS INC 306\n",
"ARQIT QUANTUM INC 312\n",
"AMERICAN WELL CORP 313\n",
"Q2 HLDGS INC 321\n",
"GOODYEAR TIRE & RUBR CO 326\n",
"STONECO LTD 328\n",
"B & G FOODS INC NEW 340\n",
"GROUPON INC 340\n",
"AVADEL PHARMACEUTICALS PLC 342\n",
"EHEALTH INC 347\n",
"HF SINCLAIR CORPORATION 351\n",
"HORIZON THERAPEUTICS PUB L 368\n",
"VITAL FARMS INC 371\n",
"NEUROCRINE BIOSCIENCES INC 375\n",
"PROSHARES TR 384\n",
"GLOBUS MED INC 384\n",
"YUM BRANDS INC 391\n",
"EASTMAN CHEM CO 392\n",
"VANGUARD WORLD FDS 402\n",
"JINKOSOLAR HLDG CO LTD 410\n",
"RESMED INC 412\n",
"DAQO NEW ENERGY CORP 413\n",
"ALLSTATE CORP 416\n",
"RAPID7 INC 423\n",
"SONOS INC 423\n",
"JUNIPER NETWORKS INC 427\n",
"ARCELORMITTAL SA LUXEMBOURG 445\n",
"MANDIANT INC 446\n",
"INARI MED INC 453\n",
"MR COOPER GROUP INC 457\n",
"INVITAE CORP 458\n",
"TRIP COM GROUP LTD 458\n",
"PROTHENA CORP PLC 490\n",
"WW INTL INC 493\n",
"CHEMOCENTRYX INC 501\n",
"VONAGE HLDGS CORP 505\n",
"RUSH STREET INTERACTIVE INC 509\n",
"GORES GUGGENHEIM INC 515\n",
"VERMILION ENERGY INC 521\n",
"UPLAND SOFTWARE INC 528\n",
"MADDEN STEVEN LTD 529\n",
"KKR & CO INC 544\n",
"TATTOOED CHEF INC 551\n",
"MARQETA INC 552\n",
"AMERICOLD RLTY TR 558\n",
"INVESCO MORTGAGE CAPITAL INC 570\n",
"CUREVAC N V 588\n",
"CROWN CASTLE INTL CORP NEW 591\n",
"UTZ BRANDS INC 591\n",
"NUTANIX INC 595\n",
"ZOOMINFO TECHNOLOGIES INC 597\n",
"IONQ INC 611\n",
"SPIRIT AIRLS INC 612\n",
"PENNYMAC FINL SVCS INC NEW 612\n",
"WATERS CORP 621\n",
"2U INC 644\n",
"ITEOS THERAPEUTICS INC 644\n",
"EVERQUOTE INC 647\n",
"SAGE THERAPEUTICS INC 662\n",
"NEOGENOMICS INC 669\n",
"AURORA CANNABIS INC 680\n",
"STRATASYS LTD 706\n",
"ENANTA PHARMACEUTICALS INC 712\n",
"NCR CORP NEW 723\n",
"TUSIMPLE HLDGS INC 732\n",
"PLANET FITNESS INC 735\n",
"CONMED CORP 743\n",
"INFOSYS LTD 747\n",
"PENN NATL GAMING INC 764\n",
"HYDROFARM HLDGS GROUP INC 770\n",
"KYNDRYL HLDGS INC 774\n",
"ROCKET COS INC 778\n",
"RITE AID CORP 788\n",
"ON24 INC 789\n",
"SANDRIDGE ENERGY INC 801\n",
"AMERICAS CAR-MART INC 806\n",
"KODIAK SCIENCES INC 810\n",
"STEM INC 826\n",
"MADISON SQUARE GRDN ENTERTNM 833\n",
"CINEMARK HLDGS INC 864\n",
"AGIOS PHARMACEUTICALS INC 873\n",
"ALTICE USA INC 874\n",
"XP INC 882\n",
"VANGUARD INDEX FDS 887\n",
"FRONTLINE LTD 891\n",
"CERENCE INC 903\n",
"JOHNSON CTLS INTL PLC 905\n",
"SYSTEM1 INC 907\n",
"STURM RUGER & CO INC 912\n",
"TECHTARGET INC 918\n",
"VICOR CORP 924\n",
"OZON HLDGS PLC 925\n",
"BAOZUN INC 927\n",
"TG THERAPEUTICS INC 951\n",
"PAR TECHNOLOGY CORP 968\n",
"TREEHOUSE FOODS INC 968\n",
"KINGSOFT CLOUD HLDGS LTD 971\n",
"MOMENTIVE GLOBAL INC 976\n",
"IPG PHOTONICS CORP 977\n",
"TRANSDIGM GROUP INC 977\n",
"MOODYS CORP 978\n",
"HCI GROUP INC 982\n",
"BLACK HILLS CORP 986\n",
"DOMO INC 996\n",
"ADICET BIO INC 999\n",
"COMPANIA DE MINAS BUENAVENTU 1003\n",
"MOLSON COORS BEVERAGE CO 1004\n",
"CALUMET SPECIALTY PRODS PART 1021\n",
"LIBERTY BROADBAND CORP 1022\n",
"TRANSALTA CORP 1035\n",
"ROCKWELL AUTOMATION INC 1036\n",
"INTERACTIVE BROKERS GROUP IN 1041\n",
"AMEDISYS INC 1051\n",
"BIG LOTS INC 1052\n",
"ANNALY CAPITAL MANAGEMENT IN 1056\n",
"CEMEX SAB DE CV 1058\n",
"IAA INC 1071\n",
"MERITOR INC 1071\n",
"GROCERY OUTLET HLDG CORP 1078\n",
"REDFIN CORP 1082\n",
"PAN AMERN SILVER CORP 1092\n",
"BLOOMIN BRANDS INC 1097\n",
"CELSIUS HLDGS INC 1104\n",
"TRITON INTL LTD 1109\n",
"NOVA LTD 1121\n",
"ELDORADO GOLD CORP NEW 1121\n",
"QUIDEL CORP 1125\n",
"LUMEN TECHNOLOGIES INC 1129\n",
"ALPS ETF TR 1134\n",
"BEAM GLOBAL 1141\n",
"STAAR SURGICAL CO 1143\n",
"GOODRX HLDGS INC 1160\n",
"UPWORK INC 1162\n",
"OAK STR HEALTH INC 1172\n",
"HUDBAY MINERALS INC 1174\n",
"POPULAR INC 1177\n",
"CALIX INC 1201\n",
"NEVRO CORP 1208\n",
"NASDAQ INC 1212\n",
"NRG ENERGY INC 1251\n",
"MACERICH CO 1251\n",
"AGNC INVT CORP 1254\n",
"LOUISIANA PAC CORP 1255\n",
"TUPPERWARE BRANDS CORP 1266\n",
"SYSCO CORP 1273\n",
"UIPATH INC 1295\n",
"WESTERN UN CO 1304\n",
"PLBY GROUP INC 1309\n",
"FUELCELL ENERGY INC 1325\n",
"BRITISH AMERN TOB PLC 1332\n",
"CALLAWAY GOLF CO 1344\n",
"GROWGENERATION CORP 1368\n",
"SILICON MOTION TECHNOLOGY CO 1370\n",
"HARLEY DAVIDSON INC 1379\n",
"HESKA CORP 1383\n",
"ZENTALIS PHARMACEUTICALS INC 1384\n",
"SWITCH INC 1387\n",
"FIFTH THIRD BANCORP 1390\n",
"POSHMARK INC 1393\n",
"NORTHERN OIL AND GAS INC MN 1410\n",
"APPIAN CORP 1411\n",
"VIMEO INC 1426\n",
"PROTO LABS INC 1444\n",
"SITIME CORP 1462\n",
"CHILDRENS PL INC NEW 1479\n",
"TERADATA CORP DEL 1484\n",
"CONTEXTLOGIC INC 1485\n",
"HEWLETT PACKARD ENTERPRISE C 1497\n",
"ST JOE CO 1522\n",
"CITI TRENDS INC 1531\n",
"AUTOHOME INC 1533\n",
"ANTERO RESOURCES CORP 1542\n",
"MEMBERSHIP COLLECTIVE GROUP 1552\n",
"TILRAY BRANDS INC 1554\n",
"JAZZ PHARMACEUTICALS PLC 1557\n",
"TECK RESOURCES LTD 1575\n",
"GENUINE PARTS CO 1575\n",
"MONDAY COM LTD 1581\n",
"TRUIST FINL CORP 1588\n",
"GUIDEWIRE SOFTWARE INC 1590\n",
"HELLO GROUP INC 1630\n",
"JUMIA TECHNOLOGIES AG 1643\n",
"IQIYI INC 1647\n",
"ALPHA & OMEGA SEMICONDUCTOR 1650\n",
"LANTHEUS HLDGS INC 1659\n",
"PIPER SANDLER COMPANIES 1667\n",
"LHC GROUP INC 1686\n",
"MAGNA INTL INC 1691\n",
"WARBY PARKER INC 1691\n",
"MEDIFAST INC 1708\n",
"ENCORE WIRE CORP 1722\n",
"QUAKER HOUGHTON 1728\n",
"BIGCOMMERCE HLDGS INC 1735\n",
"FUBOTV INC 1741\n",
"RESTAURANT BRANDS INTL INC 1752\n",
"IONIS PHARMACEUTICALS INC 1752\n",
"PREFERRED APT CMNTYS INC 1756\n",
"ECOLAB INC 1766\n",
"EXELON CORP 1781\n",
"OREILLY AUTOMOTIVE INC 1781\n",
"AGNICO EAGLE MINES LTD 1800\n",
"WINNEBAGO INDS INC 1810\n",
"STITCH FIX INC 1820\n",
"LSB INDS INC 1821\n",
"WD 40 CO 1832\n",
"FULGENT GENETICS INC 1872\n",
"ISTAR INC 1873\n",
"BEIGENE LTD 1886\n",
"ROBINHOOD MKTS INC 1898\n",
"WEIBO CORP 1912\n",
"NORDSTROM INC 1925\n",
"BANDWIDTH INC 1943\n",
"APPLOVIN CORP 1955\n",
"HAWAIIAN HOLDINGS INC 1970\n",
"BRINKER INTL INC 1984\n",
"AVALARA INC 1990\n",
"DARDEN RESTAURANTS INC 1994\n",
"HUNTINGTON INGALLS INDS INC 1994\n",
"HANESBRANDS INC 2015\n",
"SPROUTS FMRS MKT INC 2028\n",
"UNIVERSAL HLTH SVCS INC 2044\n",
"SHOALS TECHNOLOGIES GROUP IN 2045\n",
"PAYLOCITY HLDG CORP 2058\n",
"SMARTSHEET INC 2060\n",
"DIGITAL TURBINE INC 2068\n",
"PENUMBRA INC 2088\n",
"MID-AMER APT CMNTYS INC 2095\n",
"YANDEX N V 2116\n",
"FIVE9 INC 2131\n",
"GUESS INC 2137\n",
"ARCBEST CORP 2157\n",
"APELLIS PHARMACEUTICALS INC 2200\n",
"SSR MNG INC 2208\n",
"YUM CHINA HLDGS INC 2231\n",
"INMODE LTD 2259\n",
"BUILDERS FIRSTSOURCE INC 2265\n",
"FIRSTENERGY CORP 2298\n",
"MARSH & MCLENNAN COS INC 2301\n",
"BORGWARNER INC 2307\n",
"FLOOR & DECOR HLDGS INC 2357\n",
"EQUIFAX INC 2371\n",
"CANADIAN PAC RY LTD 2377\n",
"VICTORIAS SECRET AND CO 2393\n",
"JFROG LTD 2426\n",
"LINCOLN NATL CORP IND 2451\n",
"APOLLO GLOBAL MGMT INC 2480\n",
"MANCHESTER UTD PLC NEW 2483\n",
"ROBERT HALF INTL INC 2535\n",
"VIASAT INC 2538\n",
"CAPRI HOLDINGS LIMITED 2570\n",
"MASIMO CORP 2576\n",
"BALLYS CORPORATION 2613\n",
"HERBALIFE NUTRITION LTD 2617\n",
"PULTE GROUP INC 2719\n",
"KEYCORP 2757\n",
"ASANA INC 2798\n",
"LUMENTUM HLDGS INC 2830\n",
"ARISTA NETWORKS INC 2835\n",
"ATOTECH LTD 2838\n",
"CELANESE CORP DEL 2886\n",
"OSCAR HEALTH INC 2892\n",
"AON PLC 2898\n",
"BLINK CHARGING CO 2911\n",
"UBIQUITI INC 2912\n",
"OVERSTOCK COM INC DEL 2918\n",
"ARES MANAGEMENT CORPORATION 2924\n",
"YETI HLDGS INC 2927\n",
"SPIRIT AEROSYSTEMS HLDGS INC 2933\n",
"GODADDY INC 2938\n",
"UNIVERSAL DISPLAY CORP 2955\n",
"COURSERA INC 2977\n",
"LEIDOS HOLDINGS INC 2992\n",
"EXPEDITORS INTL WASH INC 2992\n",
"COMERICA INC 3011\n",
"WATSCO INC 3016\n",
"SOUTHERN COPPER CORP 3036\n",
"ANGLOGOLD ASHANTI LIMITED 3056\n",
"HERTZ GLOBAL HLDGS INC 3101\n",
"C H ROBINSON WORLDWIDE INC 3102\n",
"ARES CAPITAL CORP 3107\n",
"ATLAS AIR WORLDWIDE HLDGS IN 3144\n",
"RED ROCK RESORTS INC 3156\n",
"OTIS WORLDWIDE CORP 3163\n",
"CI FINL CORP 3176\n",
"HUNT J B TRANS SVCS INC 3213\n",
"SCORPIO TANKERS INC 3271\n",
"WILLIAMS SONOMA INC 3321\n",
"INSPIRE MED SYS INC 3337\n",
"LEGEND BIOTECH CORP 3343\n",
"ASBURY AUTOMOTIVE GROUP INC 3380\n",
"NAVIENT CORPORATION 3408\n",
"ARCHER DANIELS MIDLAND CO 3412\n",
"WOLFSPEED INC 3416\n",
"MATADOR RES CO 3444\n",
"LEVI STRAUSS & CO NEW 3458\n",
"BLOOM ENERGY CORP 3482\n",
"ALTERYX INC 3577\n",
"PRICE T ROWE GROUP INC 3598\n",
"INTELLIA THERAPEUTICS INC 3634\n",
"COSTAR GROUP INC 3643\n",
"CHURCH & DWIGHT CO INC 3657\n",
"SM ENERGY CO 3673\n",
"KULICKE & SOFFA INDS INC 3675\n",
"LI AUTO INC 3742\n",
"LIFE STORAGE INC 3792\n",
"SIRIUS XM HOLDINGS INC 3806\n",
"PG&E CORP 3836\n",
"BURLINGTON STORES INC 3898\n",
"KELLOGG CO 3940\n",
"LAREDO PETROLEUM INC 3957\n",
"ALPHA METALLURGICAL RESOUR I 3959\n",
"V F CORP 3980\n",
"CAMPBELL SOUP CO 3989\n",
"DROPBOX INC 3990\n",
"GENERAL MLS INC 4063\n",
"AMERICAN EAGLE OUTFITTERS IN 4076\n",
"UNDER ARMOUR INC 4085\n",
"PARKER-HANNIFIN CORP 4086\n",
"WEST PHARMACEUTICAL SVSC INC 4107\n",
"FIRST HORIZON CORPORATION 4134\n",
"WESTERN ALLIANCE BANCORP 4141\n",
"C4 THERAPEUTICS INC 4165\n",
"TOLL BROTHERS INC 4189\n",
"CHARLES RIV LABS INTL INC 4260\n",
"GAMESTOP CORP NEW 4264\n",
"EDITAS MEDICINE INC 4272\n",
"RIOT BLOCKCHAIN INC 4291\n",
"TE CONNECTIVITY LTD 4349\n",
"HASBRO INC 4383\n",
"ALLY FINL INC 4391\n",
"KE HLDGS INC 4418\n",
"CANADIAN SOLAR INC 4526\n",
"ASSURED GUARANTY LTD 4526\n",
"RANGE RES CORP 4557\n",
"ARCUS BIOSCIENCES INC 4576\n",
"AMBARELLA INC 4627\n",
"MELCO RESORTS AND ENTMNT LTD 4685\n",
"ONEMAIN HLDGS INC 4717\n",
"MARATHON DIGITAL HOLDINGS IN 4749\n",
"BUMBLE INC 4767\n",
"NETAPP INC 4806\n",
"SHIFT4 PMTS INC 4812\n",
"IMPERIAL OIL LTD 4838\n",
"REATA PHARMACEUTICALS INC 4858\n",
"REPLIGEN CORP 4872\n",
"SAIA INC 4876\n",
"CHARGEPOINT HOLDINGS INC 4892\n",
"TRIPADVISOR INC 4928\n",
"ALBERTSONS COS INC 4988\n",
"TYLER TECHNOLOGIES INC 5072\n",
"INNOVATIVE INDL PPTYS INC 5156\n",
"FMC CORP 5263\n",
"OLD DOMINION FREIGHT LINE IN 5287\n",
"JETBLUE AWYS CORP 5330\n",
"KB HOME 5388\n",
"MCCORMICK & CO INC 5399\n",
"DECKERS OUTDOOR CORP 5475\n",
"PVH CORPORATION 5478\n",
"JOYY INC 5509\n",
"AFLAC INC 5525\n",
"FRONTIER COMMUNICATIONS PARE 5534\n",
"TANDEM DIABETES CARE INC 5605\n",
"ROGERS COMMUNICATIONS INC 5661\n",
"FERRARI N V 5692\n",
"CALLON PETE CO DEL 5696\n",
"CLOROX CO DEL 5700\n",
"APTIV PLC 5830\n",
"CLARIVATE PLC 5894\n",
"ALNYLAM PHARMACEUTICALS INC 5976\n",
"REGIONS FINANCIAL CORP NEW 6010\n",
"PAGSEGURO DIGITAL LTD 6015\n",
"BILIBILI INC 6070\n",
"NOVARTIS AG 6143\n",
"GLOBAL PMTS INC 6144\n",
"AMERICAN INTL GROUP INC 6169\n",
"MORNINGSTAR INC 6174\n",
"BANK NEW YORK MELLON CORP 6189\n",
"TERADYNE INC 6196\n",
"PEABODY ENGR CORP 6213\n",
"LITHIUM AMERS CORP NEW 6216\n",
"CHENIERE ENERGY INC 6239\n",
"ILLINOIS TOOL WKS INC 6282\n",
"EPAM SYS INC 6288\n",
"ENERPLUS CORP 6333\n",
"TRANSOCEAN LTD 6400\n",
"IROBOT CORP 6448\n",
"COUPANG INC 6502\n",
"HENRY SCHEIN INC 6539\n",
"NICE LTD 6570\n",
"ABIOMED INC 6625\n",
"RENT A CTR INC NEW 6633\n",
"ENTERPRISE PRODS PARTNERS L 6641\n",
"FOOT LOCKER INC 6760\n",
"WEYERHAEUSER CO MTN BE 6796\n",
"BALLARD PWR SYS INC NEW 6876\n",
"MOTOROLA SOLUTIONS INC 6878\n",
"CHEGG INC 6886\n",
"CHUBB LIMITED 6973\n",
"ALASKA AIR GROUP INC 6996\n",
"EDWARDS LIFESCIENCES CORP 7063\n",
"UNITED MICROELECTRONICS CORP 7068\n",
"NOVOCURE LTD 7167\n",
"SEI INVTS CO 7225\n",
"EXACT SCIENCES CORP 7342\n",
"CROCS INC 7357\n",
"QUALTRICS INTL INC 7361\n",
"GLOBANT S A 7390\n",
"INVITATION HOMES INC 7397\n",
"KINROSS GOLD CORP 7474\n",
"VIATRIS INC 7555\n",
"EATON CORP PLC 7588\n",
"OPENDOOR TECHNOLOGIES INC 7612\n",
"LENDINGTREE INC NEW 7659\n",
"LITHIA MTRS INC 7773\n",
"SAREPTA THERAPEUTICS INC 7812\n",
"MONDELEZ INTL INC 7966\n",
"AVALONBAY CMNTYS INC 8022\n",
"UNITI GROUP INC 8171\n",
"QUANTA SVCS INC 8186\n",
"SCOTTS MIRACLE-GRO CO 8226\n",
"AGILON HEALTH INC 8279\n",
"ALLIANCE DATA SYSTEMS CORP 8546\n",
"ROYAL GOLD INC 8618\n",
"BAXTER INTL INC 8715\n",
"NEW RESIDENTIAL INVT CORP 8784\n",
"BUNGE LIMITED 8809\n",
"THOMSON REUTERS CORP. 8855\n",
"LIGHTSPEED COMMERCE INC 8948\n",
"BLACKSTONE MTG TR INC 8961\n",
"CRISPR THERAPEUTICS AG 9007\n",
"LOGITECH INTL S A 9090\n",
"SHAKE SHACK INC 9092\n",
"SONY GROUP CORPORATION 9182\n",
"CARDINAL HEALTH INC 9265\n",
"ALLEGHENY TECHNOLOGIES INC 9394\n",
"SYNAPTICS INC 9516\n",
"DOLLAR TREE INC 9529\n",
"POOL CORP 9599\n",
"AXON ENTERPRISE INC 9641\n",
"PHILLIPS 66 9805\n",
"AMC ENTMT HLDGS INC 9856\n",
"HCA HEALTHCARE INC 9900\n",
"FUTU HLDGS LTD 9960\n",
"GSX TECHEDU INC 10046\n",
"SUNNOVA ENERGY INTL INC. 10296\n",
"AMERCO 10566\n",
"LUMINAR TECHNOLOGIES INC 10628\n",
"BRC INC 10633\n",
"XCEL ENERGY INC 10826\n",
"RIVIAN AUTOMOTIVE INC 10892\n",
"MICROSTRATEGY INC 10942\n",
"TENCENT MUSIC ENTMT GROUP 10962\n",
"STANLEY BLACK & DECKER INC 10973\n",
"ELASTIC N V 10976\n",
"BLACKSTONE INC 11006\n",
"DAVITA INC 11141\n",
"LEMONADE INC 11166\n",
"SYNCHRONY FINANCIAL 11223\n",
"GREEN PLAINS INC 11241\n",
"CARLYLE GROUP INC 11249\n",
"HUAZHU GROUP LTD 11283\n",
"TAPESTRY INC 11301\n",
"CUMMINS INC 11322\n",
"OVINTIV INC 11356\n",
"MICROCHIP TECHNOLOGY INC. 11369\n",
"LENNAR CORP 11445\n",
"AMERISOURCEBERGEN CORP 11603\n",
"DILLARDS INC 11782\n",
"FASTLY INC 11819\n",
"VIPSHOP HOLDINGS LIMITED 11883\n",
"IDEXX LABS INC 11981\n",
"WIX COM LTD 12170\n",
"MGM RESORTS INTERNATIONAL 12242\n",
"FORTINET INC 12337\n",
"ACADEMY SPORTS & OUTDOORS IN 12360\n",
"TENET HEALTHCARE CORP 12378\n",
"INVESCO LTD 12443\n",
"CARMAX INC 12533\n",
"C3 AI INC 12739\n",
"QUANTUMSCAPE CORP 12826\n",
"NORTHROP GRUMMAN CORP 12880\n",
"COLGATE PALMOLIVE CO 13225\n",
"WILLIAMS COS INC 13227\n",
"FIRST CTZNS BANCSHARES INC N 13312\n",
"OLLIES BARGAIN OUTLET HLDGS 13318\n",
"ANAPLAN INC 13342\n",
"EXTRA SPACE STORAGE INC 13364\n",
"INVESCO EXCHANGE TRADED FD T 13405\n",
"AVIS BUDGET GROUP 13481\n",
"MOHAWK INDS INC 13662\n",
"CHANGE HEALTHCARE INC 13669\n",
"FIVE BELOW INC 13747\n",
"VOYA FINANCIAL INC 14006\n",
"FLUOR CORP NEW 14093\n",
"VIRGIN GALACTIC HOLDINGS INC 14600\n",
"WHIRLPOOL CORP 14617\n",
"TRONOX HOLDINGS PLC 14676\n",
"RIO TINTO PLC 14713\n",
"CME GROUP INC 14771\n",
"INTERNATIONAL PAPER CO 14798\n",
"ONEOK INC NEW 14819\n",
"MSCI INC 15086\n",
"FISKER INC 15087\n",
"FIRST TR EXCHANGE TRADED FD 15136\n",
"ZENDESK INC 15265\n",
"CLEVELAND-CLIFFS INC NEW 15310\n",
"CANADIAN NAT RES LTD 15479\n",
"RINGCENTRAL INC 15577\n",
"BOSTON SCIENTIFIC CORP 15581\n",
"THE TRADE DESK INC 15796\n",
"LAUDER ESTEE COS INC 15931\n",
"ALCON AG 16128\n",
"MASCO CORP 16295\n",
"DIGITAL RLTY TR INC 16420\n",
"STEEL DYNAMICS INC 16570\n",
"NUCOR CORP 16872\n",
"SVB FINANCIAL GROUP 16895\n",
"CYBERARK SOFTWARE LTD 16976\n",
"DISH NETWORK CORPORATION 16993\n",
"EMERSON ELEC CO 17002\n",
"CAMPING WORLD HLDGS INC 17215\n",
"CONSOLIDATED EDISON INC 17526\n",
"ZIM INTEGRATED SHIPPING SERV 17778\n",
"FIVERR INTL LTD 17793\n",
"XPENG INC 17796\n",
"FARFETCH LTD 17917\n",
"DISCOVER FINL SVCS 18115\n",
"FRANCO NEV CORP 18488\n",
"PAYCOM SOFTWARE INC 18531\n",
"MARATHON OIL CORP 18541\n",
"HYATT HOTELS CORP 18622\n",
"DUPONT DE NEMOURS INC 18711\n",
"II-VI INC 18753\n",
"CAMECO CORP 18871\n",
"CITIZENS FINL GROUP INC 18953\n",
"KROGER CO 19121\n",
"D R HORTON INC 19141\n",
"ARBOR REALTY TRUST INC 19479\n",
"CAESARS ENTERTAINMENT INC NE 19502\n",
"COGNIZANT TECHNOLOGY SOLUTIO 19548\n",
"ZYNGA INC 20326\n",
"AMERICAN ELEC PWR CO INC 20413\n",
"MONOLITHIC PWR SYS INC 20593\n",
"EQT CORP 20646\n",
"CONAGRA BRANDS INC 20813\n",
"PINDUODUO INC 21451\n",
"FIDELITY NATL INFORMATION SV 21470\n",
"MONSTER BEVERAGE CORP NEW 21493\n",
"CASELLA WASTE SYS INC 21913\n",
"ACCENTURE PLC IRELAND 21953\n",
"GAP INC 22000\n",
"APA CORPORATION 22293\n",
"ON SEMICONDUCTOR CORP 22540\n",
"TORONTO DOMINION BK ONT 22559\n",
"CONSTELLATION BRANDS INC 22571\n",
"FACTSET RESH SYS INC 22576\n",
"DISCOVERY INC 22939\n",
"DICKS SPORTING GOODS INC 23935\n",
"NUTRIEN LTD 24032\n",
"BATH & BODY WORKS INC 24096\n",
"VEEVA SYS INC 24433\n",
"THOR INDS INC 24578\n",
"UNITED STS OIL FD LP 24608\n",
"PAYCHEX INC 25165\n",
"FAIR ISAAC CORP 25189\n",
"BIO RAD LABS INC 25289\n",
"EQUINIX INC 25364\n",
"ILLUMINA INC 25472\n",
"GLAXOSMITHKLINE PLC 25700\n",
"QORVO INC 25850\n",
"HILTON WORLDWIDE HLDGS INC 26039\n",
"NIELSEN HLDGS PLC 26357\n",
"ANALOG DEVICES INC 26461\n",
"CARVANA CO 26875\n",
"ASTRAZENECA PLC 26908\n",
"CANADIAN IMP BK COMM 27088\n",
"TJX COS INC NEW 27261\n",
"PETROLEO BRASILEIRO SA PETRO 27516\n",
"KOHLS CORP 27739\n",
"MACYS INC 27981\n",
"SOFI TECHNOLOGIES INC 28141\n",
"CENOVUS ENERGY INC 28577\n",
"SNAP ON INC 28664\n",
"PUBLIC STORAGE 28881\n",
"VANGUARD INTL EQUITY INDEX F 28948\n",
"HESS CORP 29682\n",
"IRON MTN INC NEW 29705\n",
"STELLANTIS N.V 29880\n",
"TRINET GROUP INC 30492\n",
"DEUTSCHE BANK A G 30552\n",
"TEVA PHARMACEUTICAL INDS LTD 31273\n",
"CITRIX SYS INC 31370\n",
"INTERCONTINENTAL EXCHANGE IN 31960\n",
"ALLEGHANY CORP MD 32186\n",
"ALIGN TECHNOLOGY INC 32438\n",
"PEMBINA PIPELINE CORP 32879\n",
"DOMINION ENERGY INC 32892\n",
"DOLLAR GEN CORP NEW 32993\n",
"US BANCORP DEL 33459\n",
"STRYKER CORPORATION 33686\n",
"VERTEX PHARMACEUTICALS INC 33796\n",
"AIR PRODS & CHEMS INC 33863\n",
"SIGNATURE BK NEW YORK N Y 33927\n",
"CORNING INC 33968\n",
"BAKER HUGHES COMPANY 34120\n",
"SUNRUN INC 34856\n",
"MARVELL TECHNOLOGY INC 35145\n",
"MURPHY OIL CORP 35244\n",
"INVESCO EXCH TRADED FD TR II 35474\n",
"NORFOLK SOUTHN CORP 36394\n",
"PHILIP MORRIS INTL INC 36767\n",
"CORTEVA INC 37362\n",
"KIMBERLY-CLARK CORP 37379\n",
"COUPA SOFTWARE INC 38619\n",
"CSX CORP 38690\n",
"PELOTON INTERACTIVE INC 38977\n",
"BIONTECH SE 39144\n",
"CF INDS HLDGS INC 39462\n",
"VMWARE INC 39638\n",
"PNC FINL SVCS GROUP INC 39638\n",
"ZEBRA TECHNOLOGIES CORPORATI 39674\n",
"NORWEGIAN CRUISE LINE HLDG L 39828\n",
"DIAMONDBACK ENERGY INC 40027\n",
"EBAY INC. 40391\n",
"MARKETAXESS HLDGS INC 40450\n",
"MARTIN MARIETTA MATLS INC 40568\n",
"SKYWORKS SOLUTIONS INC 40584\n",
"TENNECO INC 41720\n",
"DOORDASH INC 41896\n",
"DOMINOS PIZZA INC 42166\n",
"COINBASE GLOBAL INC 42965\n",
"KLA CORP 43122\n",
"AFFIRM HLDGS INC 43494\n",
"BILL COM HLDGS INC 43861\n",
"HUBSPOT INC 44407\n",
"TRUPANION INC 44453\n",
"KRANESHARES TR 44487\n",
"SUN LIFE FINANCIAL INC. 45370\n",
"KINDER MORGAN INC DEL 45414\n",
"LUCID GROUP INC 45702\n",
"ALBEMARLE CORP 45888\n",
"TYSON FOODS INC 46410\n",
"51JOB INC 46840\n",
"SOUTHERN CO 47016\n",
"DANAHER CORPORATION 47226\n",
"PLUG POWER INC 47275\n",
"GENERAC HLDGS INC 47562\n",
"VALE S A 49045\n",
"UNITY SOFTWARE INC 49516\n",
"BEYOND MEAT INC 49889\n",
"SIMON PPTY GROUP INC NEW 50348\n",
"SEAGATE TECHNOLOGY HLDNGS PL 50587\n",
"NIO INC 51571\n",
"ASML HOLDING N V 51697\n",
"BECTON DICKINSON & CO 52961\n",
"CHEWY INC 53451\n",
"LAS VEGAS SANDS CORP 55507\n",
"INTUIT 56018\n",
"BLACKROCK INC 56701\n",
"LIVE NATION ENTERTAINMENT IN 57208\n",
"ENPHASE ENERGY INC 57487\n",
"MANULIFE FINL CORP 57578\n",
"CLOUDFLARE INC 57768\n",
"ELECTRONIC ARTS INC 58270\n",
"HP INC 58846\n",
"OKTA INC 58859\n",
"DUKE ENERGY CORP NEW 59359\n",
"EOG RES INC 59818\n",
"FISERV INC 60140\n",
"SCHWAB CHARLES CORP 60315\n",
"ULTA BEAUTY INC 60609\n",
"ROBLOX CORP 63196\n",
"TAKE-TWO INTERACTIVE SOFTWAR 65939\n",
"SPLUNK INC 65998\n",
"PRUDENTIAL FINL INC 66624\n",
"ATLASSIAN CORP PLC 67787\n",
"BOSTON BEER INC 67982\n",
"WAYFAIR INC 68573\n",
"HUMANA INC 68844\n",
"BEST BUY INC 69785\n",
"SNOWFLAKE INC 70320\n",
"DRAFTKINGS INC 70596\n",
"DEXCOM INC 71777\n",
"EXPEDIA GROUP INC 71908\n",
"FIRST SOLAR INC 72251\n",
"ANTHEM INC 72602\n",
"SOUTHWEST AIRLS CO 72891\n",
"BANK NOVA SCOTIA B C 73704\n",
"UPSTART HLDGS INC 74345\n",
"LYONDELLBASELL INDUSTRIES N 74657\n",
"UBS GROUP AG 75217\n",
"ARK ETF TR 75249\n",
"PINTEREST INC 75710\n",
"ALTRIA GROUP INC 76202\n",
"KRAFT HEINZ CO 76728\n",
"DATADOG INC 76751\n",
"MARRIOTT INTL INC NEW 77506\n",
"AMERICAN TOWER CORP NEW 78934\n",
"BIOGEN INC 79439\n",
"NXP SEMICONDUCTORS N V 80584\n",
"MATCH GROUP INC NEW 80968\n",
"WYNN RESORTS LTD 81383\n",
"RH 86642\n",
"UNITED RENTALS INC 87737\n",
"INTUITIVE SURGICAL INC 87970\n",
"MEDTRONIC PLC 88305\n",
"NOVAVAX INC 89138\n",
"DOW INC 89291\n",
"SOLAREDGE TECHNOLOGIES INC 89845\n",
"SPDR INDEX SHS FDS 90361\n",
"MCKESSON CORP 90370\n",
"PIONEER NAT RES CO 92036\n",
"BANK MONTREAL QUE 92322\n",
"DEERE & CO 92731\n",
"CAPITAL ONE FINL CORP 93781\n",
"BARRICK GOLD CORP 93837\n",
"ROYAL BK CDA 96387\n",
"HALLIBURTON CO 97102\n",
"METLIFE INC 99973\n",
"DEVON ENERGY CORP NEW 100101\n",
"TC ENERGY CORP 102446\n",
"3M CO 102772\n",
"UNITED STATES STL CORP NEW 102928\n",
"ETSY INC 103016\n",
"NEWMONT CORP 106232\n",
"OCCIDENTAL PETE CORP 107993\n",
"AUTOZONE INC 108363\n",
"MARATHON PETE CORP 110535\n",
"WALGREENS BOOTS ALLIANCE INC 111043\n",
"ROYAL CARIBBEAN GROUP 114276\n",
"TWILIO INC 115071\n",
"GENERAL ELECTRIC CO 116845\n",
"LOCKHEED MARTIN CORP 117412\n",
"SEA LTD 118568\n",
"ZSCALER INC 118952\n",
"ENBRIDGE INC 121842\n",
"AMERICAN EXPRESS CO 125589\n",
"AUTODESK INC 125824\n",
"MCDONALDS CORP 127251\n",
"CARNIVAL CORP 127750\n",
"ROKU INC 130569\n",
"VERIZON COMMUNICATIONS INC 135995\n",
"BARCLAYS BANK PLC 137601\n",
"CIGNA CORP NEW 137608\n",
"LINDE PLC 137857\n",
"AMGEN INC 138394\n",
"AUTOMATIC DATA PROCESSING IN 138981\n",
"ZILLOW GROUP INC 145971\n",
"WESTERN DIGITAL CORP. 147108\n",
"CHARTER COMMUNICATIONS INC N 147563\n",
"LULULEMON ATHLETICA INC 150803\n",
"PEPSICO INC 151596\n",
"HONEYWELL INTL INC 151947\n",
"PARAMOUNT GLOBAL 152942\n",
"RAYTHEON TECHNOLOGIES CORP 153995\n",
"AKAMAI TECHNOLOGIES INC 154670\n",
"ABBOTT LABS 158827\n",
"JD.COM INC 159247\n",
"ALCOA CORP 161171\n",
"SPOTIFY TECHNOLOGY S A 161410\n",
"GILEAD SCIENCES INC 162156\n",
"TELADOC HEALTH INC 168056\n",
"NEXTERA ENERGY INC 175028\n",
"LYFT INC 175100\n",
"ORACLE CORP 175702\n",
"SCHLUMBERGER LTD 177204\n",
"AT&T INC 179641\n",
"BP PLC 186382\n",
"AMERICAN AIRLS GROUP INC 186816\n",
"CVS HEALTH CORP 187826\n",
"MERCK & CO INC 188438\n",
"PROCTER AND GAMBLE CO 189243\n",
"JOHNSON & JOHNSON 193022\n",
"REGENERON PHARMACEUTICALS 194580\n",
"UNITEDHEALTH GROUP INC 197716\n",
"LILLY ELI & CO 198655\n",
"LAM RESEARCH CORP 199023\n",
"TWITTER INC 212907\n",
"TEXAS INSTRS INC 216304\n",
"COCA COLA CO 219126\n",
"MOSAIC CO NEW 221472\n",
"PFIZER INC 222140\n",
"BOOKING HOLDINGS INC 223807\n",
"T-MOBILE US INC 227154\n",
"THERMO FISHER SCIENTIFIC INC 228877\n",
"MODERNA INC 230380\n",
"APPLIED MATLS INC 236806\n",
"VALERO ENERGY CORP 238324\n",
"DOCUSIGN INC 247618\n",
"UNITED PARCEL SERVICE INC 247916\n",
"LOWES COS INC 248613\n",
"CISCO SYS INC 248695\n",
"S&P GLOBAL INC 248733\n",
"MONGODB INC 255996\n",
"CROWDSTRIKE HLDGS INC 256374\n",
"TAIWAN SEMICONDUCTOR MFG LTD 259909\n",
"PALANTIR TECHNOLOGIES INC 261293\n",
"SHOPIFY INC 261532\n",
"STARBUCKS CORP 263594\n",
"DELTA AIR LINES INC DEL 265594\n",
"ZOOM VIDEO COMMUNICATIONS IN 266018\n",
"WORKDAY INC 267812\n",
"CATERPILLAR INC 268319\n",
"COSTCO WHSL CORP NEW 270419\n",
"NIKE INC 274059\n",
"MORGAN STANLEY 294030\n",
"FORD MTR CO DEL 295808\n",
"FREEPORT-MCMORAN INC 295973\n",
"TARGET CORP 297915\n",
"BAIDU INC 302107\n",
"SERVICENOW INC 325224\n",
"CONOCOPHILLIPS 334927\n",
"BRISTOL-MYERS SQUIBB CO 335617\n",
"FEDEX CORP 349537\n",
"VISA INC 354566\n",
"HOME DEPOT INC 367308\n",
"AIRBNB INC 372890\n",
"UNITED AIRLS HLDGS INC 380425\n",
"SPDR DOW JONES INDL AVERAGE 389767\n",
"SNAP INC 395376\n",
"INTERNATIONAL BUSINESS MACHS 403722\n",
"CHIPOTLE MEXICAN GRILL INC 412593\n",
"MASTERCARD INCORPORATED 413525\n",
"ACTIVISION BLIZZARD INC 415675\n",
"UBER TECHNOLOGIES INC 431757\n",
"GOLDMAN SACHS GROUP INC 432563\n",
"QUALCOMM INC 434131\n",
"WALMART INC 435904\n",
"MERCADOLIBRE INC 436539\n",
"ISHARES SILVER TR 436811\n",
"UNION PAC CORP 456371\n",
"VANECK ETF TRUST 458150\n",
"BK OF AMERICA CORP 460889\n",
"ADOBE SYSTEMS INCORPORATED 462682\n",
"WELLS FARGO CO NEW 472155\n",
"BROADCOM INC 474904\n",
"COMCAST CORP NEW 477331\n",
"GENERAL MTRS CO 484796\n",
"PAYPAL HLDGS INC 564684\n",
"EXXON MOBIL CORP 575899\n",
"SALESFORCE COM INC 578721\n",
"BOEING CO 616324\n",
"BERKSHIRE HATHAWAY INC DEL 627651\n",
"INTEL CORP 628674\n",
"JPMORGAN CHASE & CO 642108\n",
"MICRON TECHNOLOGY INC 682418\n",
"ABBVIE INC 683699\n",
"CHEVRON CORP NEW 796288\n",
"CITIGROUP INC 823792\n",
"NETFLIX INC 861483\n",
"PALO ALTO NETWORKS INC 907433\n",
"BLOCK INC 952508\n",
"ISHARES INC 1061621\n",
"DISNEY WALT CO 1069190\n",
"ADVANCED MICRO DEVICES INC 1135496\n",
"ALIBABA GROUP HLDG LTD 1687281\n",
"NVIDIA CORPORATION 1717571\n",
"SPDR SER TR 1792841\n",
"META PLATFORMS INC 1983096\n",
"MICROSOFT CORP 2423933\n",
"ALPHABET INC 2766250\n",
"SPDR GOLD TR 3849742\n",
"SELECT SECTOR SPDR TR 4151245\n",
"AMAZON COM INC 5790975\n",
"APPLE INC 5995235\n",
"TESLA INC 9093165\n",
"INVESCO QQQ TR 10416101\n",
"ISHARES TR 16166145\n",
"SPDR S&P 500 ETF TR 16638237"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"puts = df_puts2.groupby(['NAME OF ISSUER']).sum()['VALUE (x$1000)'].sort_values()\n",
"display_more(puts.to_frame())"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:22:20.460676Z",
"start_time": "2022-06-23T13:22:20.444729Z"
}
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:34:09.712182Z",
"start_time": "2022-06-23T13:34:09.708467Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>VALUE (x$1000)</th>\n",
" </tr>\n",
" <tr>\n",
" <th>NAME OF ISSUER</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>NEKTAR THERAPEUTICS</th>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>OPKO HEALTH INC</th>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>THE LION ELECTRIC COMPANY</th>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>NANO DIMENSION LTD</th>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>DUTCH BROS INC</th>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>APPLE INC</th>\n",
" <td>5995235</td>\n",
" </tr>\n",
" <tr>\n",
" <th>TESLA INC</th>\n",
" <td>9093165</td>\n",
" </tr>\n",
" <tr>\n",
" <th>INVESCO QQQ TR</th>\n",
" <td>10416101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>ISHARES TR</th>\n",
" <td>16166145</td>\n",
" </tr>\n",
" <tr>\n",
" <th>SPDR S&amp;P 500 ETF TR</th>\n",
" <td>16638237</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>916 rows × 1 columns</p>\n",
"</div>"
],
"text/plain": [
" VALUE (x$1000)\n",
"NAME OF ISSUER \n",
"NEKTAR THERAPEUTICS 1\n",
"OPKO HEALTH INC 2\n",
"THE LION ELECTRIC COMPANY 3\n",
"NANO DIMENSION LTD 3\n",
"DUTCH BROS INC 6\n",
"... ...\n",
"APPLE INC 5995235\n",
"TESLA INC 9093165\n",
"INVESCO QQQ TR 10416101\n",
"ISHARES TR 16166145\n",
"SPDR S&P 500 ETF TR 16638237\n",
"\n",
"[916 rows x 1 columns]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"with pd.option_context('display.max_rows', 100, 'display.max_columns', 20):\n",
" display(puts.to_frame())"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:39:28.128316Z",
"start_time": "2022-06-23T13:39:28.043004Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:ylabel='VALUE (x$1000)'>"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"puts.tail(15).plot.pie()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"ExecuteTime": {
"end_time": "2022-06-23T13:18:56.360400Z",
"start_time": "2022-06-23T13:18:56.357860Z"
}
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "13f",
"language": "python",
"name": "13f"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.10"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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