Notebook

Run the cell below to create your tear sheet.

In [1]:
bt = get_backtest('5ae98fd2769d244369aa5778')
bt.create_full_tear_sheet()
100% Time: 0:02:25|###########################################################|
Start date2012-01-05
End date2018-04-30
Total months75
Backtest
Annual return 934.9%
Cumulative returns 250968962.7%
Annual volatility 67.0%
Sharpe ratio 3.78
Calmar ratio 183.20
Stability 0.47
Max drawdown -5.1%
Omega ratio 50.54
Sortino ratio 85.25
Skew 7.21
Kurtosis 67.04
Tail ratio 115.02
Daily value at risk -7.4%
Gross leverage 0.07
Daily turnover 154.1%
Alpha 2.52
Beta 0.14
Worst drawdown periods Net drawdown in % Peak date Valley date Recovery date Duration
0 5.10 2012-06-27 2012-06-28 2012-06-29 3
1 4.75 2012-05-11 2012-05-15 2012-05-16 4
2 1.81 2013-04-09 2013-04-10 2013-04-19 9
3 1.73 2014-03-25 2014-03-26 2014-04-21 20
4 1.60 2012-05-09 2012-05-10 2012-05-11 3
/usr/local/lib/python2.7/dist-packages/numpy/lib/function_base.py:3834: RuntimeWarning: Invalid value encountered in percentile
  RuntimeWarning)
Stress Events mean min max
EZB IR Event 1.01% -0.25% 10.36%
Apr14 0.15% -0.23% 1.17%
Oct14 0.13% -1.14% 1.88%
Fall2015 0.05% -0.19% 0.22%
Recovery 5.63% -5.10% 66.05%
New Normal 0.16% -1.81% 5.49%
Top 10 long positions of all time max
BKS-9693 80.30%
HL-3585 74.86%
ARNA-21724 66.57%
ARBA-20171 58.73%
NAV-5199 57.00%
TMUS-33698 56.57%
IDIX-26502 54.91%
LFGR-40754 54.71%
SHLD-26169 53.16%
DRYS-26994 52.58%
Top 10 short positions of all time max
CIE-39073 -77.87%
AMRS-40165 -53.01%
KND-23221 -52.76%
HSH-6930 -51.72%
RSH-21550 -51.64%
MAS-4665 -51.54%
INVA-26676 -51.09%
DNDN_Q-21612 -51.09%
MNTA-26381 -51.03%
JCP-4118 -51.01%
Top 10 positions of all time max
BKS-9693 80.30%
CIE-39073 77.87%
HL-3585 74.86%
ARNA-21724 66.57%
ARBA-20171 58.73%
NAV-5199 57.00%
TMUS-33698 56.57%
IDIX-26502 54.91%
LFGR-40754 54.71%
SHLD-26169 53.16%
All positions ever held max
BKS-9693 80.30%
CIE-39073 77.87%
HL-3585 74.86%
ARNA-21724 66.57%
ARBA-20171 58.73%
NAV-5199 57.00%
TMUS-33698 56.57%
IDIX-26502 54.91%
LFGR-40754 54.71%
SHLD-26169 53.16%
AMRS-40165 53.01%
KND-23221 52.76%
DRYS-26994 52.58%
ESL-2614 52.32%
ASIA-21237 52.24%
FRO-22983 52.22%
AGN-8572 52.17%
WTI-26986 51.92%
HSH-6930 51.72%
RSH-21550 51.64%
MAS-4665 51.54%
LPSN-21415 51.52%
RLD-39918 51.46%
WNR-27997 51.36%
INVA-26676 51.09%
DNDN_Q-21612 51.09%
MNTA-26381 51.03%
JCP-4118 51.01%
KGC-9189 51.01%
KBH-4199 50.94%
FIRE-33490 50.94%
GMCR-9736 50.91%
PRXL-13918 50.87%
PLCM-14784 50.81%
CTCT-34783 50.75%
LNKD-41451 50.72%
SPWR-27817 50.68%
PPO-34117 50.60%
P-41579 50.52%
HDY-27222 50.46%
OUTR-24791 50.44%
VVUS-11224 50.42%
RFMD-17107 50.41%
VQ-32905 50.29%
MLNX-33316 50.27%
NTAP-13905 50.27%
MITI-25573 50.23%
ODP-5583 50.15%
TC-35140 50.03%
PBY-5783 49.97%
MFN-24566 49.92%
RP-40030 49.92%
PLXS-6041 49.88%
GES-24811 49.79%
SFLY-32660 49.69%
ILMN-21774 49.69%
RVBD-32618 49.63%
DMND-27474 49.63%
VOCS-27880 49.60%
LL-35036 49.51%
SOA-35174 49.50%
SNDK-13940 49.28%
LOW-4521 49.28%
TLEO-27668 49.24%
CSC-1898 49.23%
NSU-26952 49.18%
URBN-10303 49.05%
TEL-34014 49.01%
EGY-26497 48.99%
STRI-38917 48.83%
SOHU-21813 48.73%
WBMD-27669 48.73%
RMBS-16945 48.68%
BKU-40783 48.44%
PCYC-13711 48.37%
CRL-21605 48.19%
EDMC-38799 48.01%
MMR-19497 47.98%
AXLL-3189 47.89%
HERO-27747 47.80%
VG-32143 47.78%
IDCC-3801 47.72%
SGI-27271 47.72%
CCOI-23428 47.20%
WFT-19336 46.71%
PHH-26956 46.63%
APKT-32724 46.43%
ARCO-41242 45.83%
FINL-2845 45.19%
GPN-22443 44.22%
STX-24518 43.90%
QUAD-39860 43.07%
AEA-26887 42.98%
QSFT-20539 42.35%
REXX-34379 41.38%
SHS-18794 41.23%
AMLN-374 40.97%
PEGA-15365 40.78%
AVP-660 40.70%
PAL-10245 40.55%
EXPE-27543 37.90%
MWW-24923 37.56%
QCOR-20914 37.15%
TSLA-39840 37.07%
VHC-30464 36.76%
BB-19831 36.10%
PSS-15005 32.39%
MNST-3450 31.94%
PAY-27206 31.10%
SVU-7233 31.00%
KKD-21410 30.98%
ABVT-28392 30.46%
AXAS-677 29.64%
SINA-21448 29.48%
BBBY-739 29.12%
MDSO-38538 28.44%
MDLZ-22802 28.08%
FSLR-32902 26.47%
HLF-26892 26.14%
MKTX-26781 24.95%
DAL-33729 24.45%
PTC-6064 23.64%
KCG-19127 23.31%
PRGO-6161 20.89%
AGO-26211 20.63%
ADSK-67 20.44%
BRCM-18529 20.28%
MUX-7845 20.10%
OPEN-38418 19.62%
MWA-32159 19.24%
SCHL-6705 18.78%
SPGI-4849 18.64%
SWI-38388 18.36%
CMG-28016 18.13%
VPHM-16140 18.06%
GNW-26323 17.77%
BBY-754 17.62%
SNX-25697 16.50%
LNCR-4501 16.30%
BIG-22657 16.04%
CLWR-33480 16.03%
MBI-4684 15.97%
VRX-10908 15.07%
NFLX-23709 14.31%
LQDT-28107 13.73%
ALGN-22355 13.53%
AVNR-19445 13.14%
STZ-24873 13.04%
ZOLL-8411 12.97%
VRTX-8045 12.89%
WIN-27019 12.85%
OMX-764 12.73%
TPC-5824 12.53%
MDRX-20394 12.38%
PFCB-19614 12.11%
CSCO-1900 12.06%
END-26375 12.01%
CBE-1283 11.92%
TPX-25802 11.82%
FB-42950 11.79%
MGLN-25837 11.75%
HES-216 11.47%
WDC-8132 11.08%
WCRX-32619 10.99%
ARIA-11880 10.62%
HOLX-3629 10.55%
AOL-38989 9.63%
YELP-42596 9.59%
SODA-40353 9.45%
HSY-3695 9.32%
NXPI-39994 9.17%
IRF-4014 9.09%
IRM-14388 8.56%
ICPT-43505 8.47%
GOOG_L-26578 8.43%
ORLY-8857 8.38%
GE-3149 8.32%
PLUG-20776 8.32%
HGSI-10409 8.19%
ALR-15575 8.04%
CRUS-1882 7.95%
SRPT-16999 7.93%
RAD-6330 7.78%
MCP-39960 7.78%
MRVL-21666 7.47%
EBAY-24819 7.25%
CHSI-20984 7.23%
HOGS-31962 7.21%
MYGN-13698 7.21%
WPRT-36763 7.15%
MTG-5092 7.14%
HGT-19982 7.14%
MOH-25349 7.12%
AGN-205 7.07%
CNC-23283 6.98%
MAT-4668 6.96%
GDI-11130 6.83%
VMW-34545 6.73%
LINE-27993 6.63%
DOLE-38865 6.53%
GRPN-42118 6.39%
BTH-11258 6.38%
EXPR-39626 6.25%
TPR-22099 6.06%
SPLS-7061 6.04%
IOC-26617 5.84%
TZOO-25805 5.74%
COF-12160 5.65%
BIO-879 5.28%
EFX-2465 5.23%
FOSL-8816 5.16%
AMBA-43495 5.11%
BSFT-39782 5.09%
SCTY-43721 5.03%
WAC-18431 4.97%
FDS-15129 4.85%
HALO-26766 4.74%
CIEN-16453 4.69%
SQNM-21203 4.68%
TRLA-43413 4.51%
ACHN-32790 4.51%
SDRL-39495 4.49%
DDD-12959 4.40%
AEGR-40294 4.36%
UTHR-20306 4.31%
GTY-3406 4.31%
CRM-26401 4.25%
OREX-33742 4.25%
DLR-26758 4.14%
FCEL-24853 4.14%
IONS-4031 4.13%
GORO-32556 4.08%
CONN-25646 4.02%
QCOM-6295 3.99%
OCN-15697 3.98%
LEAP-27411 3.96%
OSIS-17718 3.83%
GTAT-36628 3.81%
BAH-40420 3.79%
ESPR-44989 3.75%
CAG-1228 3.65%
LUFK-4579 3.56%
LULU-34395 3.56%
UNXL-31156 3.52%
SSYS-12107 3.50%
XXIA-22185 3.50%
WLT-13771 3.49%
SHFL-6848 3.49%
MU-5121 3.43%
NVDA-19725 3.40%
RAX-36714 3.40%
WTW-23269 3.32%
CCE-1332 3.26%
LIFE-19800 3.25%
SJT-6906 3.23%
CACI-1218 3.08%
MSI-4974 3.07%
CBI-1287 3.01%
CTL-1960 2.97%
MNKD-26524 2.93%
NXY-22247 2.91%
THOR-15228 2.91%
AKAM-20680 2.90%
BPT-1068 2.87%
ISRG-25339 2.82%
SUNE-13306 2.79%
AGP-23179 2.78%
CLF-1595 2.77%
NRG-26143 2.77%
ASPS-38633 2.75%
JCOM-22450 2.72%
WU-32603 2.70%
SWY-7254 2.68%
CBS-7962 2.67%
HUM-3718 2.64%
FIO-41554 2.60%
X-8329 2.59%
PBYI-42689 2.58%
DF-24814 2.53%
KATE-4479 2.51%
GWW-3421 2.51%
TIBX-20438 2.51%
ENH-24608 2.50%
HOV-3645 2.42%
OPNT-21914 2.35%
TTS-40545 2.34%
ARUN-33588 2.32%
HPQ-3735 2.30%
ZSPH-47150 2.25%
KEM-4265 2.25%
ANF-15622 2.19%
RYL-6612 2.19%
CLDX-19187 2.19%
EW-21382 2.18%
VLO-7990 2.16%
ZNGA-42277 2.13%
CVH-2010 2.11%
BMRN-20330 2.09%
NES-35217 2.09%
NSM-42611 2.08%
INFA-19990 2.07%
WSM-8284 2.07%
RRGB-23904 2.07%
ARRY-22192 2.03%
TWX-357 1.99%
GEO-11710 1.99%
BERY-43476 1.97%
TWTR-45815 1.97%
OLED-14774 1.96%
AMD-351 1.95%
MTEM-26997 1.95%
SGYP-32331 1.91%
ONXX-14986 1.88%
MULE-50719 1.85%
APOL-24829 1.85%
CASY-1266 1.85%
LRN-35259 1.84%
BODY-40264 1.82%
GBT-49335 1.81%
EXXI-34443 1.81%
ULTA-34953 1.80%
R-6326 1.78%
ASEI-553 1.78%
MAKO-35763 1.74%
PTLA-44770 1.71%
ENDP-21750 1.70%
PNK-21187 1.67%
SWKS-23821 1.66%
CHRS-1524 1.64%
MRGE-18184 1.63%
CPWR-1826 1.61%
CLVS-42166 1.61%
KORS-42270 1.57%
QLIK-39921 1.56%
ZUMZ-27229 1.55%
WST-8291 1.53%
TVIA-41522 1.53%
SWK-7242 1.51%
FOLD-33949 1.49%
BRCD-20061 1.48%
TITN-35190 1.47%
IO-3996 1.44%
GME-23438 1.43%
QRTE_A-32046 1.39%
LBTY_A-27357 1.37%
UAA-27822 1.37%
TLRD-7203 1.37%
XON-45239 1.36%
IHS-27791 1.36%
SHAW-10509 1.35%
FRX-3014 1.34%
MSCI-35078 1.33%
CECO-24834 1.32%
NOW-43127 1.32%
ADT-43399 1.30%
NRF-26740 1.30%
LDOS-32714 1.28%
IPHI-40399 1.27%
GLNG-24489 1.22%
KNDI-32972 1.22%
ENLC-25850 1.20%
SKS-15019 1.19%
BPZ-28729 1.18%
PCP-5822 1.18%
NYX-28145 1.17%
ANN-430 1.17%
RHT-20541 1.16%
ATHN-34692 1.16%
RDUS-46871 1.13%
CAL-1195 1.10%
N-35330 1.10%
DLTR-12652 1.10%
HAIN-10649 1.08%
SNAP-50683 1.08%
WSO-8288 1.08%
HRI-32887 1.07%
JOSB-11321 1.06%
ESI-24831 1.06%
SLXP-22269 1.05%
CRR-14700 1.05%
EZCH-4507 1.04%
LVLT-18587 1.04%
GOGO-44965 1.04%
AUQ-25510 1.04%
ACAD-26322 1.04%
PTCT-44955 1.04%
AMAG-659 1.03%
PANW-43202 1.03%
BAS-27886 1.02%
DVAX-25972 1.02%
TIVO-16661 1.02%
DISC_A-36930 1.01%
SNBR-19559 1.01%
KERX-21789 1.01%
KSS-4313 1.00%
DECK-9909 1.00%
PBF-43713 1.00%
SBGI-13098 1.00%
ACI-88 0.98%
WDAY-43510 0.97%
ARNC-2 0.97%
NUAN-19926 0.97%
ALNY-26335 0.96%
CEB-19788 0.96%
NVE-7107 0.96%
EA-2602 0.96%
ACM-33831 0.95%
XLNX-8344 0.95%
RATE-41601 0.95%
LGF-19491 0.95%
ABBV-43694 0.95%
MAN-4654 0.94%
FTK-27496 0.93%
POT-6109 0.93%
BIOS-15525 0.93%
AER-32916 0.92%
ANV-33832 0.92%
FTNT-38965 0.92%
MGAM-14962 0.92%
GPS-3321 0.92%
JBL-8831 0.91%
CREE-8459 0.91%
NUS-16059 0.91%
EQC-3675 0.91%
RAH-11189 0.90%
DKS-24070 0.90%
FCX-13197 0.90%
EXAS-22364 0.90%
ACXM-110 0.89%
JAZZ-33959 0.89%
SYMC-7272 0.88%
FST-2935 0.86%
KSU-4315 0.86%
BLOX-42821 0.85%
FRAN-41737 0.85%
ZBH-23047 0.85%
QSII-6311 0.84%
RH-43599 0.82%
CHK-8461 0.82%
TLM-17767 0.82%
BYI-19759 0.81%
JUNO-48317 0.81%
SM-4664 0.80%
GPRO-47208 0.80%
KRFT-43405 0.80%
URI-18113 0.79%
ZU-45866 0.79%
BEE-26410 0.79%
BKD-27830 0.78%
MRX-13692 0.77%
KMX-16511 0.77%
AEO-11086 0.77%
INO-3150 0.76%
VRA-40287 0.76%
GEOS-17904 0.76%
EGBN-20713 0.76%
NVR-5513 0.76%
EBIX-18693 0.76%
SIG-9774 0.75%
AUXL-26500 0.75%
SRC-43414 0.75%
ACOR-28077 0.74%
CPN-35531 0.73%
TFM-40376 0.73%
BRE-1082 0.73%
PL-6174 0.73%
ALKS-301 0.73%
KLAC-4246 0.72%
W-47833 0.72%
PIR-6000 0.72%
LNCE-4499 0.71%
TTWO-16820 0.71%
MELI-34525 0.71%
TK-13289 0.71%
EPE-46191 0.70%
AVEO-39350 0.70%
NVAX-14112 0.70%
IAG-24491 0.70%
OPK-23120 0.69%
WFM-8158 0.69%
HZNP-41766 0.69%
MHO-10217 0.69%
BF_B-822 0.68%
AAXN-22846 0.68%
ISIL-21166 0.68%
SLCA-42436 0.68%
BPI-38286 0.68%
DG-38936 0.67%
VER-41872 0.67%
CVLT-32622 0.67%
NPSP-11356 0.66%
ATGE-2371 0.66%
SAFM-6624 0.66%
DSW-27409 0.65%
TSN-7684 0.65%
PRLB-42546 0.65%
PSSI-11369 0.65%
EXEL-21383 0.64%
KEG-29964 0.64%
DATA-44747 0.64%
GDOT-39932 0.63%
FL-8383 0.63%
HAS-3460 0.63%
CAM-13176 0.62%
FNSR-20866 0.62%
CSOD-41098 0.61%
MTN-24799 0.61%
ZG-41730 0.61%
GDP-13363 0.61%
WWE-20818 0.61%
MDCO-21906 0.61%
HK-31032 0.61%
ESRX-2618 0.60%
CSIQ-32856 0.60%
ENTA-44332 0.60%
PRKR-10485 0.59%
CQB-1833 0.58%
BHVN-50839 0.58%
SJM-21935 0.58%
QRVO-48384 0.57%
TLAB-7468 0.56%
GNRC-39208 0.56%
CRC-48073 0.55%
PETM-9435 0.55%
AXON-49107 0.55%
JOY-22996 0.55%
SQ-49610 0.55%
INVN-42165 0.54%
LC-48220 0.54%
TRQ-25660 0.53%
BTU-22660 0.52%
OAS-39797 0.52%
LITE-49288 0.52%
HLT-45993 0.52%
WLL-25707 0.51%
CYMI-15638 0.51%
RCPI-21332 0.51%
EDIT-49736 0.51%
DYN-43462 0.50%
IDTI-3808 0.50%
UBNT-42027 0.50%
PACB-40319 0.50%
PENN-11361 0.50%
GTI-23687 0.50%
MOV-14762 0.50%
TEA-41763 0.50%
SPR-32921 0.48%
NLNK-42147 0.48%
ANGI-42175 0.48%
FDO-2760 0.48%
PRGS-6163 0.48%
DY-2385 0.48%
KN-46369 0.48%
DRIV-19209 0.48%
IIVI-3854 0.47%
ACTV-41486 0.47%
KWK-19902 0.47%
QEP-39778 0.46%
SEAS-44541 0.46%
CNX-24758 0.46%
GRUB-46693 0.46%
FIVE-43201 0.45%
WCG-26440 0.45%
TERP-47334 0.45%
CMRX-44453 0.44%
GNC-41182 0.44%
CC-49210 0.44%
MKTO-44738 0.44%
REGI-42385 0.43%
ABUS-40410 0.43%
CE-26960 0.42%
SFD-6803 0.42%
TWI-9066 0.42%
APEI-35040 0.42%
HDS-44990 0.42%
FCS-20486 0.41%
LBTY_K-27608 0.41%
HMSY-3607 0.41%
SKX-20284 0.41%
ALDR-46869 0.41%
RLYP-45851 0.40%
FSL-41491 0.40%
ZFGN-47165 0.40%
ARWR-10417 0.40%
IMMU-3891 0.40%
TSRO-43124 0.40%
JIVE-42260 0.40%
MDR-4752 0.39%
AWAY-41667 0.39%
INFI-21744 0.39%
RCAP-44863 0.39%
PRTA-43730 0.39%
MTZ-4667 0.39%
EQT-2587 0.39%
NUVA-26291 0.39%
WETF-31288 0.39%
NSR-27413 0.39%
NWL-5520 0.39%
DYAX-21870 0.39%
LXU-4545 0.38%
ANET-47063 0.38%
BEAV-799 0.38%
HSP-26243 0.38%
PDCO-26437 0.38%
INSY-44665 0.37%
CXRX-46079 0.37%
ADXS-40992 0.37%
IPXL-37849 0.37%
COLM-18403 0.37%
CAMP-1244 0.37%
ACTG-24465 0.37%
AERI-45733 0.36%
EGRX-46354 0.36%
XL-8340 0.36%
HRB-3660 0.36%
NHTC-18595 0.36%
RBN-6529 0.36%
BV-42551 0.36%
MDCA-12800 0.36%
OMER-38827 0.35%
LSCC-4549 0.35%
ALLT-32889 0.35%
SLS-35890 0.35%
DS-24099 0.35%
AKRX-270 0.34%
TGI-15905 0.34%
AIR-253 0.34%
CEL-33293 0.34%
SLH-33841 0.34%
MHR-32541 0.34%
ITMN-21284 0.34%
ABMD-53 0.34%
IRBT-27780 0.34%
TWLO-50077 0.34%
TISI-7487 0.34%
GWRE-42402 0.34%
OVTI-21799 0.33%
S-2938 0.33%
KITE-47169 0.33%
HMA-3596 0.33%
TTPH-44314 0.33%
PKT-30586 0.33%
IRWD-39194 0.33%
CZR-42461 0.33%
KNXA-27387 0.32%
TSCO-10869 0.32%
VNDA-28326 0.32%
WRC-24631 0.32%
SNTS-26164 0.32%
THO-7433 0.32%
MTW-4656 0.32%
PBI-5773 0.32%
WPX-42251 0.32%
RYN-11044 0.31%
DWA-26750 0.31%
ZIOP-31341 0.31%
MDXG-34049 0.31%
IMGN-3885 0.31%
SC-46215 0.31%
CTB-1942 0.31%
CYH-21608 0.30%
BLUE-44935 0.30%
AAMC-45415 0.30%
XOMA-8346 0.30%
RCII-24827 0.30%
SMCI-33609 0.30%
EGO-24547 0.30%
PLAY-47884 0.30%
LTM-26426 0.30%
XRX-8354 0.30%
MJN-38084 0.29%
QLYS-43454 0.29%
PRX-26350 0.29%
RBC-6352 0.29%
MM-42737 0.29%
LPLA-40445 0.29%
OVAS-43478 0.29%
HIIQ-44113 0.29%
SIAL-6872 0.29%
KOP-28039 0.29%
VA-48091 0.28%
CKH-1581 0.28%
UTIW-22284 0.28%
KYTH-43497 0.28%
NILE-26315 0.28%
DB-23113 0.28%
MYL-5166 0.27%
LOCK-43467 0.27%
EVHC-50499 0.27%
PRAA-24440 0.27%
AOBC-24519 0.27%
SAVE-41498 0.27%
AKS-10897 0.27%
TIE-15230 0.27%
NVDQ-42595 0.26%
HLX-17180 0.26%
JWN-5382 0.26%
SUPN-42877 0.26%
LGND-12200 0.26%
GBX-11645 0.26%
ECYT-40814 0.26%
STMP-26286 0.26%
THC-5343 0.26%
WLH-43733 0.26%
OSUR-22151 0.26%
LXK-13891 0.25%
TE-7369 0.25%
CYNO-27887 0.25%
MSM-5066 0.25%
GIB-3203 0.25%
BDSI-23846 0.25%
SALE-45114 0.25%
UTEK-9857 0.25%
SREV-41142 0.25%
TUES-24770 0.25%
HDP-48257 0.25%
PCRX-40815 0.25%
ZLC-10069 0.25%
WMS-8227 0.24%
VAR-7904 0.24%
FTR-2069 0.24%
SRCI-35051 0.24%
PVAC-6258 0.24%
TEG-8264 0.24%
SPXC-7086 0.24%
RRD-2248 0.23%
GPT-26520 0.23%
DRC-27534 0.23%
NTRI-21697 0.23%
CHRS-48026 0.23%
GEOY-30441 0.22%
TECD-7372 0.22%
WGO-8168 0.22%
FUEL-45452 0.22%
TRU-49176 0.22%
DRII-45112 0.22%
INCY-10187 0.22%
SRNE-33062 0.22%
MBLY-47430 0.22%
SAPE-14803 0.22%
RIGL-25226 0.22%
SANM-8869 0.22%
RPTP-21364 0.21%
RMD-13089 0.21%
CTCM-32182 0.21%
EVH-49100 0.21%
OWW-34300 0.21%
ACRX-40827 0.21%
OPTR-33327 0.21%
SMTC-6961 0.21%
CATO-1219 0.21%
MTOR-21723 0.21%
SGEN-22563 0.21%
ZGNX-40461 0.21%
CBST-15769 0.21%
NCR-16389 0.21%
SPPI-24517 0.21%
LSI-4553 0.21%
EXK-33236 0.21%
ENTR-35230 0.21%
VSAR-46582 0.20%
GLUU-33566 0.20%
CENX-14484 0.20%
ADPT-47191 0.20%
PMCS-17098 0.20%
NKTR-24572 0.20%
TNET-46633 0.20%
JNS-24556 0.20%
RBBN-21557 0.20%
TMH-39076 0.20%
ANAC-40442 0.20%
GIL-18902 0.20%
AAOI-45503 0.20%
ZQK-6317 0.20%
RJET-26331 0.20%
AAN-523 0.20%
CSTM-44780 0.20%
HA-3431 0.20%
EVR-32483 0.20%
PFPT-42825 0.20%
EPZM-44830 0.19%
ASNA-2105 0.19%
CARA-46283 0.19%
FRED-2989 0.19%
INFN-33979 0.19%
INGR-18142 0.19%
ELLI-41243 0.19%
AGIO-45143 0.19%
SXC-41733 0.19%
PNR-6082 0.19%
CNQR-19575 0.19%
VEEV-45667 0.19%
DXCM-27173 0.19%
SNCR-32234 0.19%
EROS-45867 0.18%
SFY-6825 0.18%
AT-39942 0.18%
SYNA-23398 0.18%
MDGL-33298 0.18%
SAM-24822 0.18%
ATRA-47901 0.18%
GLOG-42746 0.18%
TXRH-26693 0.18%
NBIX-14972 0.18%
COHR-1751 0.18%
MEI-4803 0.18%
UIS-7761 0.18%
SN-42264 0.17%
BYD-9888 0.17%
ROSE-28091 0.17%
WIX-45800 0.17%
AM-209 0.17%
HNI-26259 0.17%
ATI-24840 0.17%
SA-26203 0.17%
BGCP-20973 0.17%
NTP-5473 0.17%
CA-1209 0.17%
NAT-17553 0.17%
CLDR-50810 0.17%
RGEN-6449 0.17%
MENT-4794 0.16%
SSTK-43494 0.16%
MFRM-42184 0.16%
ACAT-69 0.16%
RPRX-8771 0.16%
DEPO-18010 0.16%
OPHT-45498 0.16%
EVHC-45269 0.16%
ABEO-28471 0.16%
SGMO-21447 0.16%
MTSI-42646 0.16%
DWRE-42638 0.16%
ATW-624 0.16%
ELGX-23769 0.15%
AFSI-32871 0.15%
CODE-39640 0.15%
SSI-23395 0.15%
ZIP-41267 0.15%
XCO-28083 0.15%
FDML-35128 0.15%
SGMS-22637 0.15%
LOGM-38560 0.15%
HGG-34277 0.15%
SSRM-15591 0.15%
BCR-779 0.15%
AVXS-49751 0.15%
ATHL-45211 0.15%
MNK-44917 0.15%
QDEL-6297 0.15%
NADL-46262 0.15%
DPLO-47883 0.15%
VSTO-48531 0.15%
NTSP-40271 0.14%
FLDM-40848 0.14%
WRLD-8268 0.14%
GIII-3210 0.14%
NMBL-46002 0.14%
MRD-47126 0.14%
TREX-20028 0.14%
TEX-7408 0.14%
HCC-3484 0.14%
ZOES-46742 0.14%
NAK-26776 0.14%
BGC-3129 0.14%
DNR-15789 0.13%
GAS-595 0.13%
SRZ-15021 0.13%
ITRI-10192 0.13%
ARB-25133 0.13%
CSTE-42704 0.13%
CMPR-27674 0.13%
ARRS-25134 0.13%
AVAV-33194 0.13%
ACHC-42091 0.13%
GEVA-42112 0.13%
AI-18027 0.13%
MLHR-4901 0.13%
MIC-26898 0.13%
EPL-38761 0.13%
BOBE-1016 0.13%
CAKE-1234 0.13%
AVG-42445 0.13%
CSRA-49630 0.13%
INXN-40784 0.13%
MIK-47228 0.13%
ALGT-33016 0.12%
ET-42700 0.12%
CBM-1297 0.12%
MTDR-42446 0.12%
IMPV-42131 0.12%
VAC-42125 0.12%
MHLD-36164 0.12%
COLL-49016 0.12%
CUDA-45797 0.12%
MOLX-4965 0.12%
SAGE-47332 0.12%
CORT-26191 0.12%
MANH-18588 0.12%
RARE-46285 0.12%
IPI-36093 0.12%
RGNX-49409 0.12%
VCI-7921 0.12%
WAFD-8162 0.11%
ARCB-41 0.11%
KS-30759 0.11%
NDLS-45014 0.11%
GLYC-46135 0.11%
XPER-25705 0.11%
ALTE-23011 0.11%
ONCE-48547 0.11%
COMM-45734 0.11%
NYLD_A-45096 0.11%
ARO-23650 0.11%
CALM-16169 0.11%
NDSN-5253 0.11%
BCOR-24011 0.11%
GTN-23945 0.11%
SUSS-32753 0.11%
HRTX-22651 0.11%
GSAT-32819 0.11%
OCSL-36371 0.10%
QUOT-46497 0.10%
IDRA-14255 0.10%
MLNT-42455 0.10%
AUY-25714 0.10%
FNHC-19523 0.10%
BWLD-25642 0.10%
KLXI-48169 0.10%
CHGG-45847 0.10%
CYBX-8464 0.10%
CMTL-1675 0.10%
LVNT_A-43298 0.10%
OII-5629 0.10%
HGR-3548 0.10%
SONC-7027 0.10%
TVTY-371 0.10%
ELX-10747 0.10%
DLLR-26514 0.09%
BIVV-50595 0.09%
CPTS-14353 0.09%
DXPE-17196 0.09%
CALA-47830 0.09%
HAWK-44570 0.09%
MKL-4649 0.09%
SPB-38708 0.09%
ADVM-47422 0.09%
BCRX-10905 0.09%
FOE-2933 0.09%
TTEK-8106 0.09%
TPLM-31903 0.09%
CAA-7050 0.09%
LF-23879 0.09%
ATRS-22418 0.09%
SDLP-43539 0.09%
BRS-5645 0.09%
EHTH-32726 0.09%
KFN-27386 0.09%
ASTX-14641 0.09%
DAR-11908 0.09%
CRBP-47955 0.09%
WLB-8130 0.09%
HSNI-36733 0.09%
NSH-32386 0.09%
GIMO-44892 0.09%
BLDP-13798 0.08%
TRLG-27576 0.08%
AFFX-15064 0.08%
TROX-40530 0.08%
AWH-32367 0.08%
RCPT-44689 0.08%
LQ-46721 0.08%
KFY-19803 0.08%
ACIA-33321 0.08%
TRAK-27901 0.08%
CIR-20696 0.08%
BTE-28232 0.08%
RGLD-6455 0.08%
RENT-6421 0.08%
AEIS-13777 0.08%
FNBC-44709 0.08%
ASPX-46308 0.08%
ITCI-46053 0.08%
OCUL-47383 0.08%
POWR-5090 0.08%
SSW-27550 0.08%
DRTX-43200 0.08%
FWM-44510 0.08%
SD-35006 0.08%
MEG-4779 0.08%
UNIS-39227 0.08%
VYGR-49579 0.08%
GCO-3131 0.08%
RUE-38944 0.08%
CHUY-43215 0.08%
CVNA-50807 0.08%
FARO-17508 0.08%
PSTG-49464 0.08%
HABT-48126 0.08%
ZLTQ-42037 0.08%
IPCM-35640 0.07%
PI-50138 0.07%
USNA-15408 0.07%
LJPC-11512 0.07%
REX-9642 0.07%
ALJ-27500 0.07%
EXTR-19973 0.07%
CWEI-8941 0.07%
NG-25781 0.07%
NVRO-48025 0.07%
GDDY-48863 0.07%
FLTX-43479 0.07%
CVGW-23857 0.07%
BLC-931 0.07%
HAE-3436 0.07%
UPL-22406 0.07%
EEQ-24073 0.07%
TXMD-28966 0.07%
RDEN-22398 0.07%
FN-39824 0.07%
UNT-7806 0.07%
VOLC-32235 0.07%
BEL-21911 0.07%
SAIA-24115 0.07%
EFII-2460 0.07%
BNFT-45428 0.07%
MRCY-18183 0.07%
FGEN-48088 0.07%
RT-4971 0.07%
PWER-17735 0.07%
VERI-50868 0.07%
FET-42784 0.07%
OCLR-21366 0.07%
BETR-49318 0.07%
PJC-25823 0.07%
CXW-22102 0.07%
ANIK-8910 0.07%
FRTA-50398 0.06%
CUTR-26157 0.06%
ESC-13843 0.06%
TYPE-34378 0.06%
HOTT-15667 0.06%
TRUE-46929 0.06%
NGD-27323 0.06%
EGOV-20359 0.06%
HOME-50187 0.06%
ABAX-31 0.06%
CSLT-46551 0.06%
GST-27984 0.06%
RBA-18480 0.06%
XOOM-44158 0.06%
YRCW-8370 0.06%
OMF-45670 0.06%
DFT-34886 0.06%
TAHO-39938 0.06%
OFIX-5601 0.06%
RUBI-46671 0.06%
AGI-44156 0.06%
EGHT-22889 0.06%
HOMB-32302 0.06%
KOS-41416 0.06%
BKI-13797 0.06%
DLTH-49615 0.06%
AMCC-17799 0.06%
ALOG-311 0.06%
WRES-26906 0.06%
OBE-32293 0.06%
MTRX-5105 0.06%
CROX-28078 0.06%
AXDX-15934 0.06%
HTWR-38150 0.06%
FLXN-46344 0.06%
HOLI-28942 0.06%
VNCE-45906 0.06%
SAIC-45410 0.06%
HELE-3522 0.06%
GRT-10613 0.06%
ZINC-34524 0.06%
VIAV-20387 0.06%
ESIO-2612 0.06%
ENPH-42749 0.06%
MOVE-20500 0.06%
ICUI-3796 0.06%
CVI-22766 0.06%
CDE-1374 0.05%
GKOS-49178 0.05%
HPY-27559 0.05%
VNR-34931 0.05%
LZB-4621 0.05%
ICON-6856 0.05%
CRDN-1844 0.05%
TTI-7633 0.05%
CBPO-35846 0.05%
AMBC-44636 0.05%
MYCC-45453 0.05%
EBS-32878 0.05%
MPO-42820 0.05%
TDOC-49222 0.05%
AMWD-405 0.05%
TRHC-50333 0.05%
MAPP-34798 0.05%
UNS-18218 0.05%
BW-49208 0.05%
ORB-5689 0.05%
PTX-16489 0.05%
ADTN-11718 0.05%
BCC-44089 0.05%
SCS-18347 0.05%
CHTP-28882 0.05%
OMED-45095 0.05%
OA-600 0.05%
QLGC-10829 0.05%
LOGI-16649 0.05%
OXM-5728 0.05%
CNW-1696 0.05%
ARAY-33310 0.05%
CORE-27864 0.05%
STSA-7180 0.05%
ERI-47743 0.05%
NTGR-25354 0.05%
BCOV-42531 0.05%
SUSQ-7222 0.05%
FMI-45499 0.04%
STNG-39422 0.04%
HIBB-15815 0.04%
TGTX-13984 0.04%
ANIP-25565 0.04%
CSII-32325 0.04%
PLSE-49957 0.04%
DFRG-43237 0.04%
FCFS-5763 0.04%
POWI-18085 0.04%
EGL-43151 0.04%
SVM-36964 0.04%
HRG-8414 0.04%
TUP-15041 0.04%
CALX-39392 0.04%
NR-5413 0.04%
PNY-6091 0.04%
RLJ-41417 0.04%
XENT-47373 0.04%
NPO-23798 0.04%
AMED-25392 0.04%
RDWR-20658 0.04%
SSNI-44270 0.04%
SNSS-27637 0.04%
DBD-2100 0.04%
AG-40607 0.04%
SHOS-43514 0.04%
INGN-46370 0.04%
CTIC-16607 0.04%
MGNX-45643 0.04%
CLC-1585 0.04%
IG-3835 0.04%
ININ-13046 0.04%
ECHO-38798 0.04%
SALT-45996 0.04%
XLS-42021 0.04%
EOPN-43229 0.04%
TLN-49003 0.04%
NYRT-46760 0.04%
NLS-23710 0.04%
BCPC-932 0.04%
CYBR-47779 0.04%
LE-46579 0.04%
PLAB-6018 0.04%
ORIG-41919 0.04%
CMLS-18863 0.04%
FNGN-39363 0.04%
MED-4766 0.04%
JJSF-4140 0.04%
STRP-45130 0.04%
CLW-37775 0.04%
RMTI-18196 0.03%
LXFT-44986 0.03%
LDRH-45619 0.03%
WBSN-21349 0.03%
FPRX-45430 0.03%
PGTI-32324 0.03%
LTRP_A-47578 0.03%
ECPG-25320 0.03%
SPKE-47372 0.03%
RGS-6453 0.03%
SCMP-34477 0.03%
VRTU-34483 0.03%
TCS-45780 0.03%
RTRX-41663 0.03%
SGRY-49456 0.03%
ONDK-48290 0.03%
TIME-46965 0.03%
BNNY-42728 0.03%
RUN-49321 0.03%
PVG-42366 0.03%
SFG-20019 0.03%
VIVO-4244 0.03%
SKYW-6925 0.03%
OSTK-23714 0.03%
ORC-44141 0.03%
AJRD-3424 0.03%
ADVS-13775 0.03%
KNL-26881 0.03%
INOV-48629 0.03%
TWOU-46648 0.03%
TBI-15165 0.03%
PTP-24110 0.03%
LOXO-47432 0.03%
EVRI-27639 0.03%
AGEN-21104 0.03%
ADRO-48925 0.03%
CAI-33864 0.03%
CRAY-21374 0.03%
DERM-47845 0.03%
CCC-1331 0.03%
HW-22020 0.03%
NXTM-27733 0.03%
ADES-26715 0.03%
ATMI-17615 0.03%
LNN-4471 0.03%
PRTY-48933 0.03%
HTLD-3706 0.03%
RRTS-39628 0.03%
SGNT-41301 0.03%
SPSC-39528 0.03%
QCP-50403 0.03%
BPMC-49000 0.03%
MACK-42735 0.03%
ENR-49213 0.03%
NK-49298 0.03%
BMI-969 0.03%
LXRX-21413 0.02%
PTHN-50143 0.02%
AROC-34575 0.02%
NCMI-33317 0.02%
PRSC-25458 0.02%
MDAS-35268 0.02%
CUB-1979 0.02%
NNBR-11003 0.02%
PETX-45011 0.02%
CNVR-21346 0.02%
HNR-23691 0.02%
ZAGG-32502 0.02%
CERS-16333 0.02%
KTWO-46870 0.02%
ESND-7866 0.02%
KRNT-48872 0.02%
HSTM-21401 0.02%
DGI-38374 0.02%
CYTK-26232 0.02%
NTLA-49934 0.02%
EXPO-18417 0.02%
RVNC-46315 0.02%
EZPW-2671 0.02%
GMS-50004 0.02%
INSM-21778 0.02%
VSI-38882 0.02%
SCOR-34111 0.02%
IVC-4084 0.02%
BLCM-48304 0.02%
RYI-47464 0.02%
MCRB-49195 0.02%
ONVO-41829 0.02%
VECO-12267 0.02%
ENVA-47979 0.02%
LKSD-50312 0.02%
ERII-36518 0.02%
CVT-45249 0.02%
XLRN-45431 0.02%
GEF-14379 0.02%
XNPT-27330 0.02%
KRA-39079 0.02%
NGVC-43219 0.02%
ACET-84 0.02%
KDN-4206 0.02%
GSM-38638 0.02%
RXDX-44685 0.02%
GHL-26265 0.02%
AGX-28450 0.02%
AIMT-49323 0.02%
VSLR-47820 0.02%
ARTC-14330 0.02%
ANFI-43493 0.02%
NWBO-23322 0.02%
TACO-46099 0.02%
ANW-33014 0.02%
SFS-47776 0.02%
SWM-14164 0.02%
OTIC-47495 0.02%
CFMS-49211 0.02%
BGG-845 0.02%
AMPH-47193 0.02%
HZO-18917 0.02%
OME-18601 0.02%
IQNT-34997 0.02%
RYAM-47128 0.02%
MSTR-23889 0.02%
NPTN-40807 0.02%
IPHS-32820 0.02%
GK-3219 0.02%
TIVO-20662 0.02%
VRNS-46453 0.02%
HSC-3686 0.01%
BCEI-50824 0.01%
BEAT-35929 0.01%
VRTS-37869 0.01%
SAAS-31137 0.01%
ACCO-27570 0.01%
RTI-6579 0.01%
GLBL-49312 0.01%
IIIN-3849 0.01%
FORM-25182 0.01%
MITL-39526 0.01%
CCG-40180 0.01%
STKL-7158 0.01%
AMPE-35897 0.01%
BRLI-10108 0.01%
NCS-935 0.01%
RPXC-41375 0.01%
VLTR-26529 0.01%
DDC-39 0.01%
AAC-47842 0.01%
EIGI-45735 0.01%
ATRO-617 0.01%
ECOM-44779 0.01%
NSIT-12471 0.01%
HDSN-12185 0.01%
SUP-7217 0.01%
MORE-47284 0.01%
MEDP-50194 0.01%
KWR-6294 0.01%
MOBL-47102 0.01%
UVE-31185 0.01%
AKG-35382 0.01%
WOW-50902 0.01%
GOGL-16570 0.01%
MMYT-40028 0.01%
TXTR-44879 0.01%
PACD-42151 0.01%
CPSI-23667 0.01%
WAIR-41757 0.01%
SHLM-6851 0.01%
PARR-43375 0.01%
PRTK-32095 0.01%
CVCO-25313 0.00%
PSG-47178 0.00%
RIC-16681 0.00%
CO-33188 0.00%
/usr/local/lib/python2.7/dist-packages/pyfolio/perf_attrib.py:611: UserWarning: This algorithm has relatively high turnover of its positions. As a result, performance attribution might not be fully accurate.

Performance attribution is calculated based on end-of-day holdings and does not account for intraday activity. Algorithms that derive a high percentage of returns from buying and selling within the same day may receive inaccurate performance attribution.

  warnings.warn(warning_msg)

Performance Relative to Common Risk Factors

Summary Statistics
Annualized Specific Return 943.28%
Annualized Common Return 2.05%
Annualized Total Return 962.78%
Specific Sharpe Ratio 3.80
Exposures Summary Average Risk Factor Exposure Annualized Return Cumulative Return
basic_materials -0.00 0.14% 0.86%
consumer_cyclical -0.00 0.33% 2.09%
financial_services 0.00 -0.11% -0.70%
real_estate -0.00 0.01% 0.06%
consumer_defensive -0.00 0.06% 0.39%
health_care 0.00 0.51% 3.28%
utilities 0.00 -0.00% -0.02%
communication_services 0.00 -0.01% -0.06%
energy -0.00 0.08% 0.50%
industrials 0.00 0.51% 3.29%
technology 0.00 0.43% 2.75%
momentum 0.00 0.25% 1.57%
size -0.01 0.27% 1.74%
value 0.01 -0.16% -0.99%
short_term_reversal -0.01 -0.09% -0.57%
volatility 0.02 -0.19% -1.20%