GithubHelp home page GithubHelp logo

boyac / pyfolio Goto Github PK

View Code? Open in Web Editor NEW
15.0 4.0 5.0 3.67 MB

Performance attribution analysis, value investment, original investment ideas, alpha seeking

Python 0.20% Jupyter Notebook 99.80%
equity-markets equity portfolio-management portfolio-analysis investment benchmark

pyfolio's Introduction

pyFolio

Content

  • use python 2.7
  • attribution analysis of excess returns
  • portfolio construction

Your Support

  • You can contribute to the project by reporting bugs, suggesting enhancements, exchanging portfolio management experiences or you can make a donation to this project:
    *paypal

StrBeta

alt tag enhanced

Str01

  • CAGR(annualized return): approx. 25%
  • MDD: approx. -12%
  • Sharpe Ratio: >1.5-1.8

** returns should be higher/lower since some days are missing from the data

DATE MSCI World Port_01 Port_02
TOTAL RETURN 3.16% 6.60% 5.75%
EXCESS RETURN n/a 3.44% 2.59%
# OF HOLDINGS 1,632 <100 <100
20190320 0% 1.29% 1.29%
20190321 0.75% 0.90% 0.90%
20190325 -1.56% -1.98% -1.05%
20190326 -0.37% -0.07% 0.10%
20190327 0.75% 0.09% 0.53%
20190329 0.06% 0.02% 0.06%
20190401 0.60% 0.62% 0.76%
20190409 1.14% 1.38% 0.63%
20190415 0.55% 0.57% 0.43%
20190416 0.08% 0.22% 0.32%
20190417 0.09% 0.03% -0.35%
20190423 0.06% 0.75% 0.23%
20190429 0.39% 1.05% 0.58%
20190503 -0.41% -0.41% -0.27%
20190513 0.33% 0.11% 0.61%
20190516 0.55% 2.03% 1.01%

Sectors(ciphered)

B41211 B4129 B41225 B41221 B41222 B41216 B4123

Holdings(ciphered)

A455 D2111 4 A11612 A319620 B2 B1 B11416 A31313 A132614 H4 A334 A01410 A665 B1148 A67 A115 A6516 F2 G15157 G1515712


Stra02

  • Compound Return 2009-2017 / Index High Dividend Growth
YEAR TOP TEN TOPIX ALPHA WINNER
2009-2010 n/a n/a n/a n/a
2010-2011 -6.17% -9.83% 3.66% Top Ten
2011-2012 15.03% 1.37% 13.66% Top Ten
2012-2013 17.46% 23.66% -6.20% TOPIX
2013-2014 15.67% 2.58% -6.91% TOPIX
2014-2015 37.19% 30.54% 6.65% Top Ten
2015-2016 -3.68% -10.07% 6.39% Top Ten
2016-2017 33.39% 18.80% 14.59% Top Ten
2017-2018 34.93% 15.33% 19.60% Top Ten
2010-2015 86.71% 74.09% 12.62% Top Ten
2011-2016 91.88% 73.38% 18.50% Top Ten
2012-2017 117.73% 95.86% 21.87% Top Ten
2009-2017 212.92% 103.61% 109.31% Top Ten

Analyst Journey 2017-

  • Conducted fundamental investment analysis of the Japanese and South Korean markets and the utilities and renewable energy sectors. Conducted bottom-up research and successfully uncovered an undervalued utilities stock, suggesting an overweight to the benchmark. The electricity stock rebounded by over 391% in 2 months (initiated on Jan 16, 2019). Keywords: chapter 11, chapter 7, list of fires history.

  • Presented Japanese economic and market views to external and internal clients and made profitable buy and sell calls for the Nikkei 225 in 2018 and 2019. Gave a 'Sell' rating before a market correction (-21%) in Oct. 2018 and met the target price within 1% in 2019.

  • Derived comprehensive analysis of selected stocks from emerging markets. Raised the target price from THB59.7 to THB76 (52 Week High THB77.8).

  • Covered the utilities sector and initiated a target price of USD140 with a 'Buy' investment rating, outperforming the low-volatility benchmark by over 3%.

  • Generated thematic strategy research on equity investment, attribution analysis, and backtesting.

  • Reviewed investment returns, risks, activities, and other investment-related issues in a timely and comprehensive manner.

  • Created a portfolio attribution analysis module using Python and automated abnormal stock volatility calculations using VBA.

  • alt tag

pyfolio's People

Contributors

boyac avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

pyfolio's Issues

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.