Notebook

Minimal

In [1]:
bt = get_backtest('5af7dbfbef47cf440f93099b')
bt.create_full_tear_sheet(round_trips = True)
100% Time: 0:08:55|###########################################################|
/usr/local/lib/python2.7/dist-packages/pyfolio/utils.py:306: UserWarning: Detected intraday strategy; inferring positions from transactions. Set estimate_intraday=False to disable.
  '=False to disable.')
Start date2017-01-05
End date2017-07-07
Total months6
Backtest
Annual return 942.9%
Cumulative returns 226.0%
Annual volatility 6.1%
Sharpe ratio 38.45
Calmar ratio NaN
Stability 0.99
Max drawdown 0.0%
Omega ratio NaN
Sortino ratio inf
Skew 0.19
Kurtosis -0.35
Tail ratio 5.07
Daily value at risk 0.2%
Gross leverage 0.52
Daily turnover 1459.8%
Alpha 2.30
Beta 0.35
Worst drawdown periods Net drawdown in % Peak date Valley date Recovery date Duration
0 0.00 2017-01-05 2017-01-05 2017-01-05 1
1 0.00 2017-01-05 2017-01-05 2017-01-05 1
2 0.00 2017-01-05 2017-01-05 2017-01-05 1
3 0.00 2017-01-05 2017-01-05 2017-01-05 1
4 0.00 2017-01-05 2017-01-05 2017-01-05 1
Stress Events mean min max
New Normal 0.95% 0.11% 2.02%
Top 10 long positions of all time max
RTIX-21931 1.65%
SVU-7233 1.61%
AFMD-47684 1.61%
YUMA-30644 1.60%
RIGL-25226 1.54%
ARCT-44769 1.53%
GLBL-49312 1.52%
VTNR-31255 1.52%
SHOS-43514 1.51%
SCYX-46679 1.48%
Top 10 short positions of all time max
ENSV-28592 -0.66%
BGI-27794 -0.66%
FSNN-27037 -0.60%
WMIH-49437 -0.56%
PED-28675 -0.54%
DMTX-49517 -0.54%
TST-20158 -0.53%
OCC-23893 -0.53%
BDSI-23846 -0.51%
ARTW-535 -0.51%
Top 10 positions of all time max
RTIX-21931 1.65%
SVU-7233 1.61%
AFMD-47684 1.61%
YUMA-30644 1.60%
RIGL-25226 1.54%
ARCT-44769 1.53%
GLBL-49312 1.52%
VTNR-31255 1.52%
SHOS-43514 1.51%
SCYX-46679 1.48%
All positions ever held max
RTIX-21931 1.65%
SVU-7233 1.61%
AFMD-47684 1.61%
YUMA-30644 1.60%
RIGL-25226 1.54%
ARCT-44769 1.53%
GLBL-49312 1.52%
VTNR-31255 1.52%
SHOS-43514 1.51%
SCYX-46679 1.48%
ZAIS-44345 1.47%
ARDX-47146 1.44%
INTX-26236 1.44%
PERI-28024 1.40%
LEE-4414 1.40%
AXSM-49607 1.38%
ATHX-32859 1.38%
EVOL-18702 1.38%
EGLT-46314 1.35%
TIK-25970 1.34%
LIFE-49023 1.33%
ITI-5557 1.32%
ORIG-41919 1.32%
GLDD-28476 1.31%
CYRX-29083 1.31%
PDLI-5847 1.31%
CRDS-28997 1.30%
AETI-19946 1.30%
ARTX-10743 1.30%
GST-27984 1.30%
RWLK-47683 1.29%
OCN-15697 1.28%
GSL-36749 1.27%
NBY-34957 1.26%
MEIP-25776 1.24%
RFIL-17106 1.23%
NEON-6656 1.21%
SCKT-13100 1.19%
OHAI-26773 1.19%
BMRA-31969 1.19%
DFFN-50456 1.19%
CVEO-46939 1.17%
SPCB-45432 1.17%
PFMT-43300 1.17%
UNXL-31156 1.16%
IDSA-15506 1.16%
NNA-36528 1.16%
III-33326 1.15%
SUMR-29960 1.15%
CNXR-48256 1.15%
ACUR-28416 1.15%
CADC-34066 1.15%
FSI-24408 1.14%
JIVE-42260 1.14%
FBIO-42176 1.13%
HEB-15314 1.13%
VTL-46778 1.13%
GNW-26323 1.13%
CHCI-26874 1.13%
PANL-46011 1.12%
SB-36300 1.12%
HLTH-48945 1.11%
CASM-16176 1.11%
CHKR-42149 1.10%
WMIH-49437 1.10%
FNJN-33544 1.09%
ADMP-13331 1.09%
APWC-31419 1.09%
STRM-14748 1.08%
PERF-23497 1.08%
AST-47325 1.08%
DTRM-21329 1.07%
TNP-23544 1.07%
REFR-6410 1.07%
HTM-36076 1.07%
ISNS-12902 1.07%
GNUS-50476 1.07%
AHPI-225 1.07%
ORPN-47418 1.06%
RFP-40576 1.06%
BTX-1144 1.04%
LLEX-37624 1.04%
RCM-39652 1.04%
ABCD-39052 1.04%
ATOS-43592 1.04%
ANTH-39270 1.04%
XELB-30295 1.03%
PFIE-33103 1.03%
BDSI-23846 1.03%
KCAP-33024 1.03%
INFU-32247 1.03%
HTGM-49018 1.02%
XSPA-39803 1.02%
ISSC-21893 1.02%
TRCH-37512 1.02%
CALI-34643 1.01%
ADK-33088 1.01%
HPJ-36422 1.00%
KOOL-15163 1.00%
XENE-47913 1.00%
CREG-31474 1.00%
DXLG-23932 0.99%
ARCW-28559 0.99%
HBIO-22318 0.99%
MICR-3678 0.98%
ESEA-33248 0.98%
PZRX-49973 0.98%
GTIM-18296 0.98%
QUIK-20782 0.98%
APVO-50141 0.98%
APHB-11392 0.97%
ACRX-40827 0.97%
HSON-24717 0.97%
CDTI-14001 0.97%
NAUH-35347 0.97%
FORK-49561 0.97%
CRMD-39625 0.97%
NURO-26504 0.96%
SGRP-20432 0.96%
CPAH-31509 0.96%
TEAR-26855 0.96%
LLNW-33989 0.96%
UTI-25808 0.95%
DRAD-26368 0.95%
DELT-49081 0.95%
STKS-42136 0.95%
INFI-21744 0.95%
EGAN-29236 0.95%
SBOT-49566 0.95%
SSKN-27523 0.95%
QHC-49895 0.94%
TVIA-41522 0.94%
BYFC-14211 0.94%
EARS-47431 0.94%
RIBT-30358 0.93%
CLIR-42844 0.93%
FRSH-46842 0.93%
MSN-12351 0.93%
LINC-27374 0.93%
STAF-42002 0.93%
PRTO-47938 0.93%
CHFS-42528 0.93%
OVAS-43478 0.92%
OREX-33742 0.92%
SMSI-13577 0.92%
NOVN-50295 0.92%
FFHL-33078 0.92%
ELMD-40009 0.92%
TROV-31319 0.92%
CDXS-39523 0.92%
CJJD-35892 0.92%
BVSN-23851 0.91%
YECO-49200 0.91%
BSPM-37649 0.91%
CBAK-28788 0.91%
QNST-39218 0.91%
PXS-49537 0.91%
AAME-21 0.91%
SMRT-6969 0.91%
DXTR-28046 0.90%
PTIE-21803 0.90%
FLL-9549 0.90%
DXYN-2384 0.90%
VICL-8763 0.90%
PFNX-47329 0.90%
MLNT-42455 0.90%
JRJR-35392 0.90%
ROX-28312 0.90%
RCKT-48602 0.90%
FLKS-48534 0.90%
SMTX-21811 0.90%
GSVC-41275 0.89%
MLSS-16309 0.88%
BIOA-44881 0.88%
PLPM-36776 0.88%
BWEN-31121 0.88%
KOPN-4290 0.88%
SSC-28540 0.88%
CIDM-25636 0.88%
JASN-45527 0.88%
NDLS-45014 0.88%
XBIO-42944 0.87%
ICAD-23869 0.87%
TRT-7598 0.87%
TGC-21089 0.87%
XPL-30901 0.87%
ABAC-39927 0.87%
FPP-27624 0.87%
EBIO-46313 0.87%
LBIX-20746 0.87%
EMAN-21254 0.87%
AMS-392 0.87%
CHMA-49268 0.87%
ARAY-33310 0.86%
USAT-31164 0.86%
IO-3996 0.86%
RMGN-41536 0.86%
SEAC-16091 0.86%
SIEB-16096 0.86%
KDMN-50160 0.86%
SNMX-26370 0.86%
MRTX-45080 0.86%
SHSP-41233 0.86%
ATIS-28658 0.86%
ARGS-46326 0.85%
FAC-26242 0.85%
FSNN-27037 0.85%
GASS-27688 0.85%
STCN-10583 0.85%
SYPR-18492 0.85%
WKHS-38386 0.84%
BCEI-42272 0.84%
SDPI-46966 0.84%
CYAN-2044 0.84%
SINO-36277 0.84%
WWR-31163 0.84%
HOV-3645 0.84%
TCCO-39906 0.84%
BONT-1031 0.84%
DRNA-46271 0.84%
CXDC-34658 0.84%
MOXC-45748 0.84%
GVP-13207 0.84%
LONE-50105 0.84%
WHLR-43638 0.83%
MRIN-44339 0.83%
DSX-27116 0.83%
DRYS-26994 0.83%
ABUS-40410 0.83%
IOTS-49504 0.83%
CNET-33463 0.83%
LOV-28093 0.83%
ECR-47168 0.83%
CARV-12008 0.83%
NVIV-40202 0.83%
FENX-49032 0.83%
FCSC-38800 0.83%
VTGN-38556 0.83%
CLD-38971 0.82%
XGTI-41717 0.82%
ZFGN-47165 0.82%
BRN-1095 0.82%
MTSL-16933 0.82%
BLPH-48635 0.82%
PIRS-47377 0.82%
SOFO-18620 0.82%
EMIT_F-15988 0.82%
ADMA-45687 0.82%
RIOT-28541 0.82%
ERN-36188 0.82%
INAP-20615 0.82%
INPX-46736 0.82%
HGT-19982 0.82%
APDN-28531 0.82%
NHLD-30306 0.82%
MYOS-36920 0.81%
RAVE-9638 0.81%
DAC-32684 0.81%
PTX-16489 0.81%
IMMY-33523 0.81%
I-44539 0.81%
KMPH-48935 0.81%
CALA-47830 0.81%
OPHC-26281 0.81%
CBAY-46189 0.81%
APT-24864 0.81%
ZN-33116 0.81%
JNP-1735 0.81%
NFEC-29115 0.81%
CATB-49180 0.81%
AGRX-46977 0.81%
PME-41783 0.81%
MTNB-47030 0.81%
OMEX-25682 0.80%
AGLE-49853 0.80%
ROYT-42887 0.80%
MNKD-26524 0.80%
EYPT-26979 0.80%
CHNR-20187 0.80%
CPRX-32844 0.80%
GERN-15306 0.80%
AEMD-28441 0.80%
EVRI-27639 0.80%
AWX-18839 0.80%
PSTI-31790 0.80%
GALT-25536 0.80%
RT-4971 0.80%
WINT-18012 0.80%
ARDM-15073 0.80%
SAUC-36804 0.80%
CVRS-43036 0.80%
RXII-42925 0.80%
DCIX-40666 0.80%
DHX-34238 0.79%
MNDO-21907 0.79%
CETC-25100 0.79%
TDW-7364 0.79%
TTNP-14312 0.79%
AVGR-48545 0.79%
VIVE-50041 0.79%
PLX-18758 0.79%
SNAK-16261 0.79%
PMTS-49480 0.79%
GLBR-40531 0.79%
FCRE-21542 0.79%
GSB-29611 0.79%
FVE-23368 0.79%
TNXP-38060 0.79%
AIRI-29550 0.79%
NTIP-30349 0.79%
SPHS-45302 0.79%
KNDI-32972 0.79%
NBEV-47346 0.79%
MARA-41204 0.79%
MXC-25528 0.79%
NYMX-17902 0.79%
LTRX-21903 0.78%
DVD-15797 0.78%
BIOC-46309 0.78%
TUES-24770 0.78%
BLFS-28698 0.78%
USAU-2344 0.78%
VKTX-48997 0.78%
ATLC-19960 0.78%
ARLZ-22156 0.78%
KBSF-44006 0.78%
RESN-47009 0.78%
IMUC-32323 0.78%
PRSS-42744 0.78%
ONTX-45159 0.78%
SNGX-19208 0.78%
LEDS-40574 0.78%
ELSE-2508 0.78%
WGBS-32996 0.78%
RLJE-41042 0.78%
SREV-41142 0.78%
TANH-48804 0.78%
VRML-39180 0.78%
FTFT-29228 0.78%
MTBC-47286 0.78%
FTR-2069 0.77%
CRNT-21993 0.77%
COVS-45504 0.77%
CFRX-47685 0.77%
NM-27763 0.77%
GRPN-42118 0.77%
CMLS-18863 0.77%
ONDK-48290 0.77%
REED-33115 0.77%
SBBP-49500 0.77%
CFBK-19588 0.77%
ADVM-47422 0.77%
AEY-117 0.77%
ARTW-535 0.77%
IDRA-14255 0.77%
CTRV-46330 0.77%
DRIO-44257 0.77%
CASC-883 0.77%
XPLR-31952 0.77%
CGEN-21857 0.77%
FNBC-44709 0.77%
DMPI-40886 0.77%
ONCS-37827 0.77%
EMMS-10748 0.77%
AMTX-32049 0.76%
LMFA-49652 0.76%
RSLS-35088 0.76%
APRI-21423 0.76%
TTPH-44314 0.76%
STLY-9472 0.76%
OBCI-5562 0.76%
KOSS-4292 0.76%
MBII-45198 0.76%
SELF-19477 0.76%
DYNT-2391 0.76%
DGLT-47282 0.76%
GROW-3353 0.76%
TYHT-50327 0.76%
GLMD-46536 0.76%
OTIV-24432 0.76%
BGI-27794 0.76%
THST-44571 0.76%
ONVO-41829 0.76%
SGLB-50664 0.76%
AEHR-17336 0.76%
STNG-39422 0.76%
FATE-45429 0.76%
PZG-48910 0.76%
RAD-6330 0.76%
SYN-32063 0.76%
WG-8163 0.76%
CLRB-30367 0.76%
IFON-26384 0.75%
SPEX-22934 0.75%
DVAX-25972 0.75%
VOC-41384 0.75%
DFBG-19305 0.75%
ONP-39086 0.75%
OSG-49678 0.75%
ABIL-46250 0.75%
NSYS-9237 0.75%
OZM-35062 0.75%
CLBS-30525 0.75%
MDSY-25401 0.75%
AMMA-50349 0.75%
LRAD-20326 0.75%
PYDS-30643 0.75%
AIPT-38940 0.75%
SYNC-42495 0.75%
MACK-42735 0.75%
VNRX-33669 0.75%
ACHN-32790 0.75%
CLUB-34215 0.75%
PRQR-47730 0.75%
EVOK-45497 0.75%
AVXL-49526 0.75%
CETX-49179 0.75%
RADA-22630 0.75%
VSTM-42426 0.75%
HK-31032 0.75%
PLUG-20776 0.75%
CAPR-30877 0.75%
NSPR-39287 0.75%
QRHC-38420 0.75%
DZSI-25709 0.74%
ZSAN-48506 0.74%
NWY-26700 0.74%
NIHD-24622 0.74%
RGLS-43472 0.74%
INVE-17749 0.74%
SITO-49330 0.74%
BBRG-40284 0.74%
MDVX-48554 0.74%
IDN-20875 0.74%
CYCC-28246 0.74%
DGSE-2209 0.74%
KGJI-28632 0.74%
MICT-40952 0.74%
INS-3947 0.74%
CLDX-19187 0.74%
IPWR-45904 0.74%
DAVE-15977 0.74%
AGEN-21104 0.74%
MOSY-22817 0.74%
MOBL-47102 0.74%
OHGI-28687 0.74%
NAKD-49672 0.74%
UAVS-33583 0.74%
UTSI-21344 0.74%
SGYP-32331 0.74%
ELTK-16352 0.74%
PQ-19326 0.74%
SRTS-50147 0.74%
VIRC-7975 0.74%
ROKA-47322 0.74%
ARWR-10417 0.74%
SENS-49825 0.74%
TRVN-46272 0.74%
APPS-32215 0.74%
MFIN-15031 0.74%
CDXC-33808 0.74%
CYTX-27923 0.74%
ENT-41520 0.73%
IMGN-3885 0.73%
XTNT-33283 0.73%
TGEN-46954 0.73%
CORI-46678 0.73%
SGMO-21447 0.73%
BNSO-12004 0.73%
GEVO-40840 0.73%
SES-35001 0.73%
RLGT-30699 0.73%
TPIV-29569 0.73%
NTWK-21078 0.73%
VVPR-50559 0.73%
MBRX-50013 0.73%
FLNT-35352 0.73%
BCLI-31425 0.73%
MXPT-48726 0.73%
SAJA-27715 0.73%
SSY-23033 0.73%
SORL-28333 0.73%
SQBG-30574 0.73%
TNDM-45852 0.73%
SNSS-27637 0.73%
SCON-8732 0.73%
HOS-26150 0.73%
RGSE-36189 0.73%
VSLR-47820 0.73%
GSAT-32819 0.73%
NETE-43552 0.73%
ATEC-32187 0.73%
SDT-41214 0.72%
EVFM-48127 0.72%
RSYS-13730 0.72%
CGIX-44416 0.72%
CRTN-20936 0.72%
CLSN-1602 0.72%
INOD-9581 0.72%
MARK-34779 0.72%
VRS-50133 0.72%
CETV-20961 0.72%
LTBR-30365 0.72%
STDY-48789 0.72%
ATRS-22418 0.72%
CCCR-45268 0.72%
MIND-12347 0.72%
HSGX-48171 0.72%
DARE-46730 0.72%
AZRX-50285 0.72%
AIII-17287 0.72%
PRKR-10485 0.72%
UNIS-39227 0.72%
INSG-50449 0.72%
SEII-30160 0.72%
PGLC-38489 0.72%
GIGA-3208 0.72%
ECT-39849 0.72%
DYSL-29193 0.72%
ACTG-24465 0.72%
DGLY-29117 0.71%
CNIT-32404 0.71%
VERU-8253 0.71%
ARNA-21724 0.71%
ABIO-24624 0.71%
OCRX-41135 0.71%
JVA-27215 0.71%
BIOS-15525 0.71%
EQS-2586 0.71%
SANW-39769 0.71%
OHRP-30589 0.71%
XXII-32588 0.71%
GBR-14549 0.71%
MUX-7845 0.71%
RCON-38631 0.71%
CAMT-21734 0.71%
GEC-22253 0.71%
ALJJ-14769 0.71%
PRTS-33325 0.71%
UUU-18502 0.71%
PN-48453 0.71%
EPE-46191 0.71%
HGSH-40117 0.71%
LBCC-38869 0.71%
INNT-50095 0.71%
SDR-42802 0.71%
QUMU-6477 0.71%
SRNE-33062 0.71%
CVM-1407 0.71%
JCS-1905 0.70%
GNRT-49185 0.70%
CBK-21736 0.70%
ZIXI-20822 0.70%
CLNE-33924 0.70%
SGBX-50976 0.70%
TNK-35260 0.70%
BEBE-18843 0.70%
CBIO-27067 0.70%
RAS-18194 0.70%
ONS-50035 0.70%
GOGL-16570 0.70%
PRPH-17281 0.70%
MBVX-21947 0.70%
GLA-15327 0.70%
ESES-34590 0.70%
PACB-40319 0.70%
XRDC-42253 0.70%
ENPH-42749 0.70%
EFOI-11769 0.70%
SVRA-26230 0.70%
COYN-49565 0.70%
OCSL-36371 0.70%
NLST-32971 0.70%
CAAS-26588 0.70%
CSLT-46551 0.70%
GLYC-46135 0.70%
HEBT-50554 0.70%
FNCX-31350 0.70%
TWMC-7657 0.70%
RPRX-8771 0.70%
GLUU-33566 0.70%
AREX-35028 0.70%
BASI-17810 0.70%
ENG-23770 0.69%
DEST-8682 0.69%
SSI-23395 0.69%
FCEL-24853 0.69%
OMED-45095 0.69%
EVLV-8076 0.69%
EXK-33236 0.69%
YUME-45230 0.69%
LENS-48520 0.69%
FOMX-47729 0.69%
WSCI-8281 0.69%
ITUS-49259 0.69%
WTI-26986 0.69%
GTXI-25944 0.69%
DNR-15789 0.69%
CGI-10578 0.69%
AXAS-677 0.69%
SMIT-24515 0.69%
RNN-30739 0.69%
CSBR-1896 0.69%
EYEG-48640 0.68%
ASNA-2105 0.68%
HIHO-16216 0.68%
DS-24099 0.68%
VSR-8054 0.68%
SPRT-21814 0.68%
RNWK-17920 0.68%
HMNY-17450 0.68%
SUNW-38405 0.68%
MRNS-47417 0.68%
MATR-23290 0.68%
ZDGE-50005 0.68%
JONE-45141 0.68%
CYRN-20350 0.68%
RBPA_A-6362 0.68%
SPWH-46777 0.68%
JYNT-48039 0.68%
AVP-660 0.68%
NXTD-45218 0.68%
CERS-16333 0.68%
GNMX-41166 0.68%
CASI-15126 0.68%
HIVE-46645 0.68%
IPAS-25337 0.68%
OPHT-45498 0.68%
ALIM-39522 0.67%
GURE-2148 0.67%
LEU-19177 0.67%
IMMU-3891 0.67%
ODP-5583 0.67%
CTG-7609 0.67%
LPCN-43025 0.67%
ARCI-16435 0.67%
ARQL-15752 0.67%
MARP_S-4660 0.67%
FORD-18034 0.67%
RVP-22724 0.67%
RELV-8722 0.67%
CUR-33012 0.67%
ZNGA-42277 0.67%
DHT-27705 0.67%
ARC-26998 0.67%
VGZ-16135 0.67%
SDLP-43539 0.67%
LPTH-24657 0.67%
PLM-34285 0.67%
IHT-19304 0.67%
BVX-25641 0.67%
ACER-30504 0.67%
DPW-16192 0.67%
CLWT-16601 0.67%
SRAX-43516 0.67%
CCO-27777 0.66%
ENSV-28592 0.66%
VHI-7958 0.66%
MBOT-21560 0.66%
CBMX-24470 0.66%
NDRO-42100 0.66%
MAGS-8674 0.66%
EYES-48113 0.66%
CATS-25749 0.66%
NH-50015 0.66%
PULM-46573 0.66%
SYBX-49452 0.66%
TAIT-12841 0.66%
EKSO-44451 0.66%
MVIS-15531 0.66%
CPSH-1820 0.66%
TISA-16117 0.66%
SAEX-41786 0.66%
CHK-8461 0.66%
TLRA-45006 0.66%
GNVC-22315 0.66%
CNAT-45157 0.66%
LTS-22702 0.66%
EGT-26251 0.66%
FMSA-47848 0.65%
IMNP-27226 0.65%
ASRV-22652 0.65%
LUNA-32188 0.65%
PESI-5904 0.65%
DRRX-22003 0.65%
BV-42551 0.65%
WYY-21711 0.65%
DCAR-27133 0.65%
TEUM-29314 0.65%
GORO-32556 0.65%
MOC-1653 0.65%
TCS-45780 0.65%
WTT-11987 0.65%
CTHR-17835 0.65%
NE-5249 0.65%
SSNT-31128 0.65%
GIG-26494 0.65%
FUEL-45452 0.65%
ABEO-28471 0.65%
ATNM-34273 0.65%
MTEM-26997 0.65%
IPI-36093 0.65%
FLDM-40848 0.64%
HTBX-45149 0.64%
WAC-18431 0.64%
ISIG-4030 0.64%
BIOL-11422 0.64%
SEED-27783 0.64%
HIL-28533 0.64%
ECYT-40814 0.64%
GEN-33862 0.64%
ACHV-13740 0.64%
OESX-49131 0.64%
HPR-26865 0.64%
GILT-24715 0.64%
LUB-4577 0.64%
COHN-26115 0.64%
PKD-6008 0.64%
COOL-26972 0.64%
ASTC-14154 0.64%
REXX-34379 0.64%
DSS-28030 0.63%
ASPN-47100 0.63%
RCMT-14793 0.63%
NAO-46378 0.63%
PED-28675 0.63%
CTSO-48349 0.63%
RKDA-49034 0.63%
ONVI-23895 0.63%
CAW-1323 0.63%
PLXP-46535 0.63%
VXRT-14266 0.63%
KONA-27568 0.63%
UQM-7822 0.63%
ALN-38724 0.63%
ALLT-32889 0.63%
GNCA-46311 0.63%
CDOR-12190 0.63%
CFMS-49211 0.63%
AVEO-39350 0.63%
UWN-23167 0.62%
DSWL-13191 0.62%
JTPY-41814 0.62%
INUV-27091 0.62%
IEC-8497 0.62%
JCP-4118 0.62%
ALPN-49144 0.62%
AMRS-40165 0.62%
DMTX-49517 0.62%
MFCB-16934 0.61%
LLIT-39524 0.61%
CRIS-21863 0.61%
SACH-50657 0.61%
NVET-48589 0.61%
VNCE-45906 0.61%
CPSS-1819 0.61%
CPST-21604 0.61%
PXLW-21547 0.61%
BPTH-30403 0.61%
OCC-23893 0.61%
MEET-30658 0.61%
OPGN-48998 0.61%
IDXG-18764 0.61%
CCCL-35284 0.61%
AMSC-393 0.61%
CGNT-8048 0.60%
ROSG-33431 0.60%
CUI-30422 0.60%
IZEA-40407 0.60%
SGOC-40634 0.60%
MN-42182 0.60%
CGA-34608 0.60%
TRXC-29042 0.60%
VOXX-8023 0.60%
GIGM-21155 0.60%
CDNA-47321 0.60%
BDR-13991 0.59%
RNVA-13751 0.59%
ISR-29884 0.59%
DLHC-19836 0.59%
RWC-18341 0.59%
SMED-30770 0.59%
HH-3549 0.59%
VHC-30464 0.59%
VII-7972 0.59%
QBAK-21680 0.59%
TURN-3551 0.58%
DAIO-2078 0.58%
NMRX-11002 0.58%
FTEK-9732 0.58%
VCEL-16437 0.58%
CBLI-32415 0.58%
GPRK-46345 0.58%
TBBK-26913 0.58%
RAND-6341 0.58%
UEC-31162 0.58%
TXMD-28966 0.58%
SHIP-34958 0.58%
PTN-17730 0.57%
CCUR-1365 0.57%
PES-22551 0.57%
BLIN-34128 0.57%
QTM-20479 0.57%
AWRE-15439 0.57%
EVAR-46819 0.57%
TCON-48519 0.57%
MCHX-26161 0.57%
AMPE-35897 0.57%
CHEK-48781 0.57%
TTI-7633 0.56%
ALT-27689 0.56%
FSAM-47936 0.56%
SNGX_W-50507 0.56%
BOSC-24888 0.56%
TENX-31000 0.56%
RTTR-49157 0.56%
TGTX-13984 0.56%
WSTL-14192 0.56%
AVID-8598 0.56%
CBR-10925 0.56%
ALDX-46746 0.55%
USEG-7842 0.55%
DWSN-11969 0.55%
PDEX-5834 0.55%
SGMA-10842 0.54%
SIRI-11901 0.54%
ELGX-23769 0.54%
IMI-42183 0.54%
ATOM-50186 0.54%
NVAX-14112 0.54%
HHS-10179 0.54%
ANFI-43493 0.54%
INVT-21145 0.54%
CRVP-8028 0.54%
WLB-8130 0.53%
HEAR-40197 0.53%
TST-20158 0.53%
PER-41817 0.53%
JAKK-14948 0.53%
WIN-27019 0.53%
BPMX-41528 0.52%
PACD-42151 0.52%
XOMA-8346 0.52%
FALC-22977 0.51%
UONE-20141 0.51%
LFVN-30017 0.51%
LGL-4440 0.51%
JOB-4153 0.50%
NOG-35961 0.50%
EGY-26497 0.50%
FPAY-35075 0.50%
RELY-48542 0.50%
EGLE-27370 0.50%
OPTT-33734 0.50%
GLBS-40488 0.50%
NNVC-34124 0.49%
DDE-23577 0.49%
ALSK-20827 0.49%
MNGA-36966 0.49%
SLNO-48079 0.47%
RUN-49321 0.47%
NK-49298 0.47%
VBLT-47419 0.47%
GMAN-39989 0.47%
JAGX-49033 0.47%
SKIS-48132 0.47%
VRTB-32023 0.46%
NVFY-39505 0.46%
OGEN-26316 0.46%
SRRA-49269 0.46%
CMRX-44453 0.46%
ALQA-31637 0.46%
HGG-34277 0.46%
PAVM-50157 0.45%
IBIO-36766 0.45%
TTOO-47466 0.45%
RTK-6523 0.45%
PTI-49748 0.45%
MXWL-5155 0.45%
RBCN-35100 0.44%
CELH-32432 0.44%
TSRI-7615 0.44%
ESNC-34020 0.43%
BURG-28835 0.43%
BSQR-20690 0.43%
AGFS-46700 0.42%
VTVT-49306 0.42%
EVK-29240 0.42%
YTEN-32867 0.41%
SPPI-24517 0.40%
POLA-50503 0.40%
MJCO-49190 0.39%
RLOG-30666 0.38%
VVUS-11224 0.38%
IRG-42931 0.38%
TOPS-26507 0.37%
QTNT-46996 0.37%
INTT-17050 0.36%
ELON-19074 0.36%
OAKS-44338 0.36%
TESO-16281 0.35%
CVO-26300 0.35%
GFN-32221 0.35%
SBSA-20791 0.34%
GMO-29798 0.34%
LIQT-39430 0.34%
OSIR-32470 0.33%
GLF-3265 0.33%
CDMO-22257 0.31%
WFT-19336 0.30%
UAMY-42955 0.30%
VISI-8019 0.28%
VNR-34931 0.27%
GV-3410 0.26%
ASYS-19855 0.26%
AUMN-38290 0.25%
XCO-28083 0.24%
SLS-35890 0.24%
CIE-39073 0.24%
VRAY-48015 0.23%
HL-3585 0.22%
BSTG-45698 0.21%
NVUS-47719 0.20%
CEI-35767 0.20%
KERX-21789 0.19%
TA-33231 0.19%
RXDX-44685 0.19%
QURE-46310 0.17%
OCX-49693 0.16%
CDR-21342 0.15%
NAVB-5264 0.15%
ERS-20593 0.11%
ADPT-47191 0.11%
AGTC-46634 0.10%
MCUR-47416 0.09%
SVA-26856 0.09%
HUSA-29723 0.08%
VLRX-50733 0.07%
AXN-31461 0.07%
PRPO-21822 0.05%
IGC-28328 0.04%
LINU-36845 0.03%
PSIX-33645 0.03%
EMG-40818 0.02%
CYTR-14359 0.02%
FLGT-50334 0.02%
XBIT-48926 0.02%
AMDA-46343 0.01%
ARIS-31966 0.01%
MGEN-47103 0.01%
HCHC-38578 0.00%
KIN-45994 0.00%
ULBI-7769 0.00%
TKAT-45608 0.00%
HLX-17180 0.00%
AXTI-18661 0.00%
PIR-6000 0.00%
RUBI-46671 0.00%
HNR-23691 0.00%
AMRC-39928 0.00%
DCTH-23115 0.00%
XRM-27247 0.00%
MDWD-46580 0.00%