Notebook

Run the cell below to create your tear sheet.

In [1]:
bt = get_backtest('5b043887dd950f4287dbdbf3')
bt.create_full_tear_sheet()
100% Time: 0:00:04|###########################################################|
Start date2005-01-11
End date2005-12-30
Total months11
Backtest
Annual return 6.7%
Cumulative returns 6.5%
Annual volatility 3.8%
Sharpe ratio 1.73
Calmar ratio 3.65
Stability 0.81
Max drawdown -1.8%
Omega ratio 1.34
Sortino ratio 2.84
Skew 0.30
Kurtosis 1.17
Tail ratio 1.40
Daily value at risk -0.5%
Gross leverage 1.00
Daily turnover 48.6%
Alpha 0.06
Beta 0.05
Worst drawdown periods Net drawdown in % Peak date Valley date Recovery date Duration
0 1.83 2005-05-17 2005-06-17 2005-09-26 95
1 1.62 2005-04-11 2005-04-15 2005-04-27 13
2 1.39 2005-02-15 2005-02-25 2005-03-23 27
3 1.28 2005-10-07 2005-10-20 2005-11-01 18
4 0.61 2005-01-18 2005-01-24 2005-01-28 9
Stress Events mean min max
Low Volatility Bull Market 0.03% -0.91% 0.89%
Top 10 long positions of all time max
AMTD-16586 0.48%
RMBS-16945 0.48%
AAXN-22846 0.47%
WYNN-24124 0.47%
CYBX-8464 0.47%
SNDK-13940 0.47%
AON-438 0.47%
PALM-24105 0.46%
AV-22092 0.46%
MSTR-23889 0.46%
Top 10 short positions of all time max
BRK_B-11100 -0.54%
AMLN-374 -0.53%
ISRG-25339 -0.51%
CME-24475 -0.48%
DNA-24847 -0.48%
WDC-8132 -0.48%
SANM-8869 -0.47%
TER-7401 -0.47%
AON-438 -0.47%
VLO-7990 -0.47%
Top 10 positions of all time max
BRK_B-11100 0.54%
AMLN-374 0.53%
ISRG-25339 0.51%
CME-24475 0.48%
AMTD-16586 0.48%
DNA-24847 0.48%
WDC-8132 0.48%
RMBS-16945 0.48%
SANM-8869 0.47%
AAXN-22846 0.47%
All positions ever held max
BRK_B-11100 0.54%
AMLN-374 0.53%
ISRG-25339 0.51%
CME-24475 0.48%
AMTD-16586 0.48%
DNA-24847 0.48%
WDC-8132 0.48%
RMBS-16945 0.48%
SANM-8869 0.47%
AAXN-22846 0.47%
TER-7401 0.47%
WYNN-24124 0.47%
AON-438 0.47%
VLO-7990 0.47%
CYBX-8464 0.47%
SNDK-13940 0.47%
MLNM-14966 0.46%
PALM-24105 0.46%
AV-22092 0.46%
MYL-5166 0.46%
TZOO-25805 0.46%
ANF-15622 0.46%
MSTR-23889 0.46%
IMCL-3871 0.46%
ROK-6536 0.46%
ATML-607 0.46%
SHLD-26169 0.46%
TLAB-7468 0.46%
MU-5121 0.46%
XMSR-20820 0.46%
WEN-8146 0.46%
MFE-26434 0.45%
NFLX-23709 0.45%
EMC-2518 0.45%
EYET-25893 0.45%
ABS-60 0.45%
TIBX-20438 0.45%
SWN-7244 0.45%
SINA-21448 0.45%
ADBE-114 0.45%
SUN-7211 0.45%
KR-4297 0.45%
DRI-12882 0.45%
NVDA-19725 0.45%
SIRI-11901 0.45%
SCHW-6704 0.45%
ANDV-7612 0.45%
JNPR-20239 0.45%
OCR-5575 0.45%
VRTS-10555 0.45%
CTSH-18870 0.45%
BZH-10728 0.45%
TDW-7364 0.45%
LU-14756 0.45%
AKAM-20680 0.45%
BRCD-20061 0.44%
STLD-16108 0.44%
UVN-15728 0.44%
MET-21418 0.44%
PSUN-8716 0.44%
FMD-25582 0.44%
PFE-5923 0.44%
OSTK-23714 0.44%
HPQ-3735 0.44%
ZBH-23047 0.44%
CELG-1406 0.44%
IMDC-3873 0.44%
KBH-4199 0.44%
NUE-5488 0.44%
NVR-5513 0.44%
F-2673 0.44%
OVTI-21799 0.44%
PNRA-20133 0.44%
GOOG_L-26578 0.44%
DO-13635 0.44%
FTO-18561 0.44%
MBI-4684 0.44%
ATVI-9883 0.44%
CEG-20066 0.44%
UPL-22406 0.44%
CHK-8461 0.44%
QLGC-10829 0.44%
PHS-5977 0.44%
DRL-17504 0.44%
FDO-2760 0.44%
MCK-12350 0.44%
CHS-8612 0.44%
TT-12511 0.44%
LM-4488 0.44%
SPLS-7061 0.44%
AVP-660 0.44%
VIAV-20387 0.44%
URBN-10303 0.44%
XL-8340 0.44%
SEBL-15213 0.44%
STJ-7156 0.44%
CREE-8459 0.44%
TIF-7447 0.44%
X-8329 0.44%
UNM-7797 0.44%
SGTL-25540 0.44%
SYMC-7272 0.44%
TOL-7530 0.44%
LIFE-19800 0.44%
NFX-10231 0.44%
BTU-22660 0.44%
JBL-8831 0.44%
PIXR-13915 0.43%
AKS-10897 0.43%
DRIV-19209 0.43%
MXIM-5149 0.43%
EYE-23844 0.43%
PD-5829 0.43%
IRF-4014 0.43%
XTO-9074 0.43%
MWW-24923 0.43%
CVC-2000 0.43%
JBLU-23599 0.43%
MATK-10209 0.43%
FFIV-20208 0.43%
EA-2602 0.43%
HIG-14064 0.43%
CMVT-8620 0.43%
S-6616 0.43%
NVLS-5509 0.43%
BG-22959 0.43%
STX-24518 0.43%
UTSI-21344 0.43%
PX-6272 0.43%
DHI-2298 0.43%
TTWO-16820 0.43%
PTEN-10254 0.43%
ASKJ-20325 0.43%
MACR-10442 0.43%
GT-3384 0.43%
MEE-22324 0.43%
EL-13841 0.43%
WMB-8214 0.43%
RHT-20541 0.43%
CIEN-16453 0.43%
ANN-430 0.43%
GDT-12321 0.43%
SLAB-21326 0.43%
ETFC-15474 0.43%
MOGN-4962 0.43%
MSO-20750 0.43%
ACS-11873 0.43%
AAPL-24 0.43%
PMCS-17098 0.43%
DE-2127 0.43%
AMD-351 0.43%
NTAP-13905 0.43%
AMAT-337 0.43%
LYO-4618 0.43%
BIIB-3806 0.43%
EOG-2564 0.43%
BEC-801 0.43%
YRCW-8370 0.43%
CI-1539 0.43%
HSIC-13862 0.43%
GP-3303 0.43%
HRB-3660 0.43%
CNX-24758 0.43%
CFC-1359 0.43%
GLW-3241 0.43%
MMC-4914 0.43%
CTXS-14014 0.43%
AGN-205 0.43%
ADSK-67 0.43%
PETM-9435 0.43%
HUM-3718 0.43%
ACI-88 0.43%
BEAS-16723 0.43%
JAVA-7216 0.43%
RFMD-17107 0.43%
LB-4564 0.43%
PDG-5836 0.43%
CBH-1736 0.43%
FCX-13197 0.43%
CLF-1595 0.43%
IGT-3840 0.43%
OMX-764 0.43%
HAL-3443 0.43%
AFFX-15064 0.43%
LUV-4589 0.43%
GILD-3212 0.43%
UNP-7800 0.43%
ANDW-417 0.43%
HSH-6930 0.43%
WAT-13962 0.43%
DELL-25317 0.43%
VRSN-18221 0.43%
HOV-3645 0.43%
ROH-6535 0.43%
PAYX-5767 0.43%
FRO-22983 0.43%
BR-1072 0.43%
KCI-26003 0.43%
PGR-5950 0.43%
BOL-1025 0.43%
USG-7844 0.43%
CHIR-1499 0.43%
TPR-22099 0.43%
WLTW-22857 0.43%
DISH-13017 0.43%
CEPH-1416 0.43%
FCS-20486 0.43%
NXTP-21182 0.43%
BJS-902 0.43%
MGM-4831 0.43%
KSS-4313 0.43%
LBTY_A-27357 0.43%
BC-755 0.43%
TGT-21090 0.43%
SWY-7254 0.43%
DVN-2368 0.43%
NRG-26143 0.43%
MNST-3450 0.43%
AEO-11086 0.43%
BRCM-18529 0.43%
PDE-6151 0.43%
KMX-16511 0.43%
TXN-7671 0.43%
JBHT-4108 0.43%
SPXC-7086 0.43%
DOX-18875 0.43%
HLT-3594 0.43%
BK-903 0.43%
THE-25957 0.42%
WFM-8158 0.42%
EAT-2404 0.42%
EBAY-24819 0.42%
SNPS-6994 0.42%
ITT-14081 0.42%
LSI-4553 0.42%
LRCX-4537 0.42%
OMC-5651 0.42%
ORCL-5692 0.42%
M-2754 0.42%
AFL-185 0.42%
FLR-24833 0.42%
GDW-3144 0.42%
BBY-754 0.42%
MHS-25445 0.42%
XRX-8354 0.42%
AES-166 0.42%
ABT-62 0.42%
WWY-8323 0.42%
UNH-7792 0.42%
OXY-5729 0.42%
CCL-24692 0.42%
BRL-1093 0.42%
IVX-4089 0.42%
NBL-5213 0.42%
NE-5249 0.42%
G-3082 0.42%
COP-23998 0.42%
HON-25090 0.42%
NOV-24809 0.42%
ODP-5583 0.42%
CAA-7050 0.42%
CECO-24834 0.42%
NBR-5214 0.42%
CA-1209 0.42%
ESV-2621 0.42%
GPS-3321 0.42%
A-24757 0.42%
SYK-7178 0.42%
IPG-3990 0.42%
KMG-4266 0.42%
SII-6884 0.42%
PXD-17436 0.42%
APA-448 0.42%
LEN-4417 0.42%
WYE-23555 0.42%
EXPD-2663 0.42%
VAR-7904 0.42%
MON-22140 0.42%
LNC-4498 0.42%
AABA-14848 0.42%
FLEX-10953 0.42%
TIN-7449 0.42%
FDRY-20602 0.42%
PLD-19135 0.42%
JCI-4117 0.42%
MRVL-21666 0.42%
BDX-794 0.42%
SEPR-6785 0.42%
EP-2568 0.42%
BYD-9888 0.42%
HOT-3642 0.42%
PHM-5969 0.42%
CVH-2010 0.42%
RYL-6612 0.42%
LPX-4531 0.42%
SYNA-23398 0.42%
ESRX-2618 0.42%
CB-8580 0.42%
NCR-16389 0.42%
MRO-5035 0.42%
CMX-1680 0.42%
FRX-3014 0.42%
PDLI-5847 0.42%
SUNE-13306 0.42%
HMA-3596 0.42%
PDCO-26437 0.42%
COST-1787 0.42%
KLAC-4246 0.42%
GENZ-3166 0.42%
CAM-13176 0.42%
AXP-679 0.42%
BHI-858 0.42%
HES-216 0.42%
MSI-4974 0.42%
AMGN-368 0.42%
ARO-23650 0.42%
GSF-23206 0.42%
JWN-5382 0.42%
CAT-1267 0.42%
XLNX-8344 0.42%
AMZN-16841 0.42%
MO-4954 0.42%
RCL-8863 0.42%
JCP-4118 0.42%
NEM-5261 0.42%
EIX-14372 0.42%
ALTR-328 0.42%
TK-13289 0.42%
IAC-26470 0.42%
Q-17104 0.42%
KKD-21410 0.42%
SLB-6928 0.42%
ACL-23477 0.42%
NSC-5442 0.42%
SPGI-4849 0.42%
APOL-24829 0.42%
MCD-4707 0.42%
CHKP-15101 0.42%
QCOM-6295 0.42%
EMN-10594 0.42%
ADM-128 0.42%
ROST-6546 0.42%
TXU-7677 0.42%
GRMN-22316 0.42%
COCO-19773 0.42%
AET-168 0.42%
WFT-19336 0.42%
WLT-13771 0.42%
BBBY-739 0.42%
MTG-5092 0.42%
TRV-7041 0.42%
ONXX-14986 0.42%
MCHP-8677 0.42%
LLY-4487 0.42%
ARNC-2 0.42%
AZO-693 0.42%
TOY-7541 0.42%
SGP-6836 0.42%
ANTM-23103 0.42%
SYY-7285 0.42%
CSX-1937 0.42%
GEN-22720 0.42%
CZR-19734 0.42%
PPP-6127 0.42%
DLTR-12652 0.42%
SBUX-6683 0.42%
BCOR-24011 0.42%
GS-20088 0.42%
CL-1582 0.42%
XOM-8347 0.42%
DOW-2263 0.42%
NWL-5520 0.42%
WY-8326 0.42%
PEG-5862 0.42%
ADI-122 0.42%
NYCB-22250 0.42%
LMT-12691 0.42%
AAP-23175 0.42%
APC-455 0.42%
EXC-22114 0.42%
FISV-2853 0.42%
AIG-239 0.42%
FOXA-12213 0.42%
TAP-76 0.42%
ETN-2633 0.42%
ELX-10747 0.42%
WHR-8178 0.42%
HOG-3499 0.42%
TXT-7674 0.42%
PFG-23151 0.42%
FST-2935 0.42%
PCAR-5787 0.42%
UHS-7749 0.42%
CCE-1332 0.42%
BEN-812 0.42%
JOE-6904 0.42%
AMT-24760 0.42%
SOHU-21813 0.42%
IBM-3766 0.42%
MEL-4784 0.42%
INTC-3951 0.42%
CAH-1376 0.42%
DTV-26111 0.42%
UCL-7702 0.42%
GGP-8817 0.42%
MDC-4736 0.42%
COF-12160 0.42%
LOW-4521 0.42%
MDT-4758 0.42%
WBA-8089 0.42%
USB-25010 0.42%
EOP-17200 0.42%
NFB-5282 0.42%
BNI-995 0.42%
BSX-1131 0.42%
MAY-4627 0.42%
RE-13720 0.42%
TWX-357 0.42%
SRE-24778 0.42%
NCC-5226 0.42%
BMET-967 0.42%
XEC-24125 0.42%
LLTC-4485 0.42%
HD-3496 0.42%
MEDI-4768 0.42%
UST-7862 0.42%
AGN-8572 0.42%
DUK-2351 0.42%
CLX-1616 0.42%
JNJ-4151 0.42%
WB-25007 0.42%
CB-1274 0.42%
EQR-9540 0.42%
ETR-2637 0.42%
JPM-25006 0.42%
SDS-6983 0.42%
LXK-13891 0.42%
FITB-2855 0.42%
MS-17080 0.42%
SPG-10528 0.42%
ZBRA-8388 0.42%
CVS-4799 0.42%
BAX-734 0.42%
CAR-17991 0.42%
LH-12909 0.42%
HSY-3695 0.42%
MAS-4665 0.42%
NTRS-5479 0.41%
CSCO-1900 0.41%
ATI-24840 0.41%
WMT-8229 0.41%
TJX-7457 0.41%
CSC-1898 0.41%
BEAM-338 0.41%
KRB-4298 0.41%
SWKS-23821 0.41%
HAR-3455 0.41%
ISIL-21166 0.41%
STN-9046 0.41%
RSH-21550 0.41%
L-4569 0.41%
VNO-8014 0.41%
SFA-6799 0.41%
DD-2119 0.41%
ABC-22954 0.41%
MAT-4668 0.41%
MUR-5126 0.41%
DOV-2262 0.41%
KMI-20744 0.41%
CAG-1228 0.41%
STT-7139 0.41%
PPL-6119 0.41%
NXTL-1237 0.41%
GIS-3214 0.41%
L-23003 0.41%
RBK-6356 0.41%
JCI-7679 0.41%
GRP-21397 0.41%
PRU-23328 0.41%
TROW-7590 0.41%
HCBK-20374 0.41%
SAF-6622 0.41%
INTU-8655 0.41%
ACN-25555 0.41%
CMI-1985 0.41%
BDK-789 0.41%
PPG-6116 0.41%
CCU-1364 0.41%
AI-18027 0.41%
GNW-26323 0.41%
FE-17850 0.41%
DF-24814 0.41%
UPS-20940 0.41%
MAR-25920 0.41%
BSC-1111 0.41%
SLM-6935 0.41%
CTX-1975 0.41%
YUM-17787 0.41%
CVX-23112 0.41%
PCG-5792 0.41%
MRK-5029 0.41%
WFC-8151 0.41%
COO-1769 0.41%
MDLZ-22802 0.41%
LLL-18738 0.41%
DIS-2190 0.41%
ASH-559 0.41%
T-6653 0.41%
PCP-5822 0.41%
IR-4010 0.41%
FSH-3027 0.41%
BCR-779 0.41%
BA-698 0.41%
HLX-17180 0.41%
MCO-22139 0.41%
AEP-161 0.41%
DHR-2170 0.41%
D-2071 0.41%
RTN-6583 0.41%
CMA-1620 0.41%
FDC-2755 0.41%
IP-3971 0.41%
FDX-2765 0.41%
APD-460 0.41%
GTK-3396 0.41%
LNCR-4501 0.41%
ZION-8399 0.41%
GE-3149 0.41%
PEP-5885 0.41%
UTX-7883 0.41%
NAV-5199 0.41%
HNZ-3617 0.41%
PGN-22332 0.41%
T-7289 0.41%
CMCS_A-1637 0.41%
VZ-21839 0.41%
SO-7011 0.41%
BBT-16850 0.41%
ADP-630 0.41%
KEY-4221 0.41%
GR-3327 0.41%
PENN-11361 0.41%
NKE-5328 0.41%
NTLI-24573 0.41%
ED-2434 0.41%
MAN-4654 0.41%
KWK-19902 0.41%
NOC-5387 0.41%
AT-583 0.41%
ISG-25757 0.41%
PNC-6068 0.41%
BMY-980 0.41%
MSFT-5061 0.41%
WM-19181 0.41%
SHW-6868 0.41%
XPER-25705 0.41%
FOX-24755 0.41%
DGX-16348 0.41%
EMR-2530 0.41%
ITW-4080 0.41%
RAI-20277 0.41%
CTAS-1941 0.41%
TGNA-3128 0.41%
WWCA-15058 0.41%
MER-4796 0.41%
BAC-700 0.41%
KMB-4263 0.41%
ALL-24838 0.41%
TRI-20156 0.41%
HNT-22231 0.41%
C-1335 0.41%
STI-7152 0.41%
PG-5938 0.41%
K-4192 0.41%
PVN-11371 0.41%
CNXT-19682 0.41%
NEE-2968 0.41%
PRX-26350 0.41%
HIB-3556 0.41%
MTB-5117 0.41%
STR-7171 0.41%
PH-5956 0.41%
FAST-2696 0.41%
RX-19149 0.41%
WSM-8284 0.41%
GD-3136 0.41%
PBG-19916 0.41%
KO-4283 0.41%
MMM-4922 0.41%
KRI-4302 0.41%
PKZ-25217 0.41%
VMED-26491 0.41%
ESI-24831 0.41%
VSH-8050 0.41%
JNY-4152 0.40%
MBG-20248 0.40%
NMG_A-20760 0.40%
LVS-26882 0.40%
MCIP-26473 0.40%
ACDO-19947 0.40%
STK-7157 0.40%
PXP-24112 0.40%
UDI-23341 0.40%
/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 6.32%
Annualized Common Return 0.12%
Annualized Total Return 6.46%
Specific Sharpe Ratio 2.42
Exposures Summary Average Risk Factor Exposure Annualized Return Cumulative Return
basic_materials -0.00 0.08% 0.08%
consumer_cyclical 0.01 0.81% 0.80%
financial_services -0.00 0.74% 0.72%
real_estate -0.00 -0.03% -0.03%
consumer_defensive 0.00 0.55% 0.54%
health_care -0.00 -0.32% -0.32%
utilities -0.00 0.24% 0.24%
communication_services -0.00 -0.12% -0.12%
energy -0.01 -0.77% -0.75%
industrials -0.00 -0.33% -0.32%
technology 0.01 -1.15% -1.13%
momentum -0.04 -0.20% -0.20%
size 0.01 -0.15% -0.14%
value -0.03 -0.22% -0.21%
short_term_reversal 0.34 0.86% 0.84%
volatility 0.02 0.14% 0.14%