This video teaches you how to create a stock screener based on any indicator you have built in Python. Don’t know how to build indicators in Python? No problem! I have tons of videos just for you: http://sentdex.com/sentiment-analysisbig-data-and-python-tutorials-algorithmic-trading/python-finance-indicators-stocks-forex-futures-options-indicators-built-python/
S&P 500 company list: http://sentdex.com/sentiment-analysisbig-data-and-python-tutorials-algorithmic-trading/how-to-chart-stocks-and-forex-doing-your-own-financial-charting/sp-500-company-list-array-list-programming-ease/
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Great video! The link for S&P500 companies doesn’t seem to be working though 🙁
Hi , where can I get the sample codes for the tutorial? I am unable to find the link. Thanks
just kidding still that was a goodvideo
Where can I obtain a copy of the code? The link in the description goes to a page with no scripts on it.
Appreciative watcher of many of your videos. In this instance, the outcome of our stock screener is painfully linear. Suggest going a video showing how to split the task across an MPI. Merging our Raspberry Pi supercomputer and stock picker could be fun. Keep them coming!
wheres the list dude?!
For everybody having trouble parsing the Yahoo data because of the changed website. There is also a Yahoo module in Python. You can find all the information about it here: https://pypi.python.org/pypi/yahoo-finance/1.3.2. This will make life much more easy.
where do i get the s and p 500 list from ?
Thank you.
Do you know how to make trades based on certain parameters? If I am focusing on just one stock, I want to be able to have an algorithm that buys and sells instantly along say the 200 day MA. Please let me know if you can help!
Can you build a stock screener that incorporates price volatility or a price range over a period of time (say 1 month+)? I would like it to be able to identify stocks that have been moving pretty much sideways for a period of time.
the link for the s&p 500 list still doesn’t work (big fan btw!)
thank you im applying for a job with financial unix background currently using perl and java these tutorials are so helpful been programming for 25 years love the fresh perspective! 🙂 thank you again
have you ever tried mathematica for picking stock?Wolfram financial database is awesome.
code dude….
hi, when i run the python codes, there is this error
“from matplotlib.finance import candlestick
ImportError:cannot import name candlestick”
How do i solve this?
thanks in advance!
“S&P 500 company list” link is dead (404).
Can you do a video of using python to make Algos for dummies?
Very good code thanks
Will customize it and use for my own
Share some more python code for market analysis in future
No list
Just when I thought I have everything, I find this site that shows me how to make a stock screener…I write Python, and so, now I am going to create what I do not have, but, that I do need. Thank you for this tutorial.. Peace 🙂
nice video!! Thanks for sharing!
Hi Sentdex. thanks for sharing. Is there any code that can screen for stock that have its RSI breakout above 50 for the first time in 1 year or so? ty
Here u go guys…
the list he used in the program
sp500 = [‘a’, ‘aa’, ‘aapl’, ‘abbv’, ‘abc’, ‘abt’, ‘ace’, ‘aci’, ‘acn’, ‘act’, ‘adbe’, ‘adi’, ‘adm’, ‘adp’, ‘adsk’, ‘adt’, ‘aee’, ‘aeo’, ‘aep’, ‘aes’, ‘aet’, ‘afl’, ‘agn’, ‘aig’, ‘aiv’, ‘aiz’, ‘akam’, ‘all’, ‘altr’, ‘alxn’, ‘amat’, ‘amd’, ‘amgn’, ‘amp’, ‘amt’, ‘amzn’, ‘an’, ‘anf’, ‘ann’, ‘aon’, ‘apa’, ‘apc’, ‘apd’, ‘aph’, ‘apol’, ‘arg’, ‘arna’, ‘aro’, ‘ati’, ‘atvi’, ‘avb’, ‘avp’, ‘avy’, ‘axp’, ‘azo’, ‘ba’, ‘bac’, ‘bax’, ‘bbby’, ‘bbry’, ‘bbt’, ‘bby’, ‘bcr’, ‘bdx’, ‘beam’, ‘ben’, ‘bf-b’, ‘bhi’, ‘big’, ‘biib’, ‘bk’, ‘bks’, ‘blk’, ‘bll’, ‘bmc’, ‘bms’, ‘bmy’, ‘brcm’, ‘brk-b’, ‘bsx’, ‘btu’, ‘bwa’, ‘bxp’, ‘c’, ‘ca’, ‘cab’, ‘cag’, ‘cah’, ‘cam’, ‘cat’, ‘cb’, ‘cbg’, ‘cbs’, ‘cce’, ‘cci’, ‘ccl’, ‘celg’, ‘cern’, ‘cf’, ‘cfn’, ‘chk’, ‘chrw’, ‘ci’, ‘cim’, ‘cinf’, ‘cl’, ‘clf’, ‘clx’, ‘cma’, ‘cmcsa’, ‘cme’, ‘cmg’, ‘cmi’, ‘cms’, ‘cnp’, ‘cnx’, ‘cof’, ‘cog’, ‘coh’, ‘col’, ‘cop’, ‘cost’, ‘cov’, ‘cpb’, ‘crm’, ‘csc’, ‘csco’, ‘csx’, ‘ctas’, ‘ctl’, ‘ctsh’, ‘ctxs’, ‘cvc’, ‘cvs’, ‘cvx’, ‘d’, ‘dal’, ‘dd’, ‘dds’, ‘de’, ‘dell’, ‘df’, ‘dfs’, ‘dg’, ‘dgx’, ‘dhi’, ‘dhr’, ‘dis’, ‘disca’, ‘dks’, ‘dlph’, ‘dltr’, ‘dlx’, ‘dnb’, ‘dnr’, ‘do’, ‘dov’, ‘dow’, ‘dps’, ‘dri’, ‘dsw’, ‘dte’, ‘dtv’, ‘duk’, ‘dva’, ‘dvn’, ‘ea’, ‘ebay’, ‘ecl’, ‘ed’, ‘efx’, ‘eix’, ‘el’, ’emc’, ’emn’, ’emr’, ‘eog’, ‘eqr’, ‘eqt’, ‘esrx’, ‘esv’, ‘etfc’, ‘etn’, ‘etr’, ‘ew’, ‘exc’, ‘expd’, ‘expe’, ‘expr’, ‘f’, ‘fast’, ‘fb’, ‘fcx’, ‘fdo’, ‘fdx’, ‘fe’, ‘ffiv’, ‘fhn’, ‘fis’, ‘fisv’, ‘fitb’, ‘fl’, ‘flir’, ‘flr’, ‘fls’, ‘flws’, ‘fmc’, ‘fosl’, ‘frx’, ‘fslr’, ‘fti’, ‘ftr’, ‘gas’, ‘gci’, ‘gd’, ‘ge’, ‘ges’, ‘gild’, ‘gis’, ‘glw’, ‘gm’, ‘gmcr’, ‘gme’, ‘gnw’, ‘goog’, ‘gpc’, ‘gps’, ‘grmn’, ‘grpn’, ‘gs’, ‘gt’, ‘gww’, ‘hal’, ‘har’, ‘has’, ‘hban’, ‘hcbk’, ‘hcn’, ‘hcp’, ‘hd’, ‘hes’, ‘hig’, ‘hog’, ‘hon’, ‘hot’, ‘hov’, ‘hp’, ‘hpq’, ‘hrb’, ‘hrl’, ‘hrs’, ‘hsp’, ‘hst’, ‘hsy’, ‘hum’, ‘ibm’, ‘ice’, ‘iff’, ‘igt’, ‘intc’, ‘intu’, ‘ip’, ‘ipg’, ‘ir’, ‘irm’, ‘isrg’, ‘itw’, ‘ivz’, ‘jbl’, ‘jci’, ‘jcp’, ‘jdsu’, ‘jec’, ‘jnj’, ‘jnpr’, ‘josb’, ‘joy’, ‘jpm’, ‘jwn’, ‘k’, ‘key’, ‘kim’, ‘klac’, ‘kmb’, ‘kmi’, ‘kmx’, ‘ko’, ‘kr’, ‘krft’, ‘kss’, ‘ksu’, ‘l’, ‘leg’, ‘len’, ‘lh’, ‘life’, ‘lll’, ‘lltc’, ‘lly’, ‘lm’, ‘lmt’, ‘lnc’, ‘lo’, ‘low’, ‘lrcx’, ‘lsi’, ‘ltd’, ‘luk’, ‘luv’, ‘lyb’, ‘m’, ‘ma’, ‘mac’, ‘mar’, ‘mas’, ‘mat’, ‘mcd’, ‘mchp’, ‘mck’, ‘mco’, ‘mcp’, ‘mdlz’, ‘mdt’, ‘met’, ‘mgm’, ‘mhfi’, ‘mjn’, ‘mkc’, ‘mmc’, ‘mmm’, ‘mnst’, ‘mo’, ‘molx’, ‘mon’, ‘mos’, ‘mpc’, ‘mrk’, ‘mro’, ‘ms’, ‘msft’, ‘msi’, ‘mtb’, ‘mu’, ‘mur’, ‘mwv’, ‘myl’, ‘nbl’, ‘nbr’, ‘ndaq’, ‘ne’, ‘nee’, ‘nem’, ‘nflx’, ‘nfx’, ‘ni’, ‘nile’, ‘nke’, ‘nly’, ‘noc’, ‘nok’, ‘nov’, ‘nrg’, ‘nsc’, ‘ntap’, ‘ntri’, ‘ntrs’, ‘nu’, ‘nue’, ‘nvda’, ‘nwl’, ‘nwsa’, ‘nyx’, ‘oi’, ‘oke’, ‘omc’, ‘orcl’, ‘orly’, ‘oxy’, ‘p’, ‘payx’, ‘pbct’, ‘pbi’, ‘pcar’, ‘pcg’, ‘pcl’, ‘pcln’, ‘pcp’, ‘pdco’, ‘peg’, ‘pep’, ‘petm’, ‘pets’, ‘pfe’, ‘pfg’, ‘pg’, ‘pgr’, ‘ph’, ‘phm’, ‘pki’, ‘pld’, ‘pll’, ‘pm’, ‘pnc’, ‘pnr’, ‘pnw’, ‘pom’, ‘ppg’, ‘ppl’, ‘prgo’, ‘pru’, ‘psa’, ‘psx’, ‘pwr’, ‘px’, ‘pxd’, ‘qcom’, ‘qep’, ‘r’, ‘rai’, ‘rdc’, ‘rf’, ‘rhi’, ‘rht’, ‘rl’, ‘rok’, ‘rop’, ‘rost’, ‘rrc’, ‘rsg’, ‘rsh’, ‘rtn’, ‘s’, ‘sai’, ‘sbux’, ‘scg’, ‘schl’, ‘schw’, ‘sd’, ‘se’, ‘see’, ‘sfly’, ‘shld’, ‘shw’, ‘sial’, ‘siri’, ‘sjm’, ‘sks’, ‘slb’, ‘slm’, ‘sna’, ‘sndk’, ‘sne’, ‘sni’, ‘so’, ‘spg’, ‘spls’, ‘srcl’, ‘sre’, ‘sti’, ‘stj’, ‘stt’, ‘stx’, ‘stz’, ‘swk’, ‘swn’, ‘swy’, ‘syk’, ‘symc’, ‘syy’, ‘t’, ‘tap’, ‘tdc’, ‘te’, ‘teg’, ‘tel’, ‘ter’, ‘tgt’, ‘thc’, ‘tibx’, ‘tif’, ‘tjx’, ‘tm’, ‘tmk’, ‘tmo’, ‘trip’, ‘trow’, ‘trv’, ‘tsla’, ‘tsn’, ‘tso’, ‘tss’, ‘twc’, ‘twx’, ‘txn’, ‘txt’, ‘tyc’, ‘ua’, ‘unh’, ‘unm’, ‘unp’, ‘ups’, ‘urbn’, ‘usb’, ‘utx’, ‘v’, ‘vale’, ‘var’, ‘vfc’, ‘viab’, ‘vitc’, ‘vlo’, ‘vmc’, ‘vno’, ‘vprt’, ‘vrsn’, ‘vtr’, ‘vz’, ‘wag’, ‘wat’, ‘wdc’, ‘wec’, ‘wfc’, ‘wfm’, ‘whr’, ‘win’, ‘wlp’, ‘wm’, ‘wmb’, ‘wmt’, ‘wpo’, ‘wpx’, ‘wtw’, ‘wu’, ‘wy’, ‘wyn’, ‘wynn’, ‘x’, ‘xel’, ‘xl’, ‘xlnx’, ‘xom’, ‘xray’, ‘xrx’, ‘xyl’, ‘yhoo’, ‘yum’, ‘zion’, ‘zlc’, ‘zmh’, ‘znga’, ‘camp’, ‘cldx’, ‘ecyt’, ‘gtn’, ‘htz’, ‘nus’, ‘pvtb’, ‘qdel’, ‘snts’, ‘wgo’, ‘wwww’]
sp500short = [‘a’, ‘aa’, ‘aapl’, ‘abbv’, ‘abc’, ‘abt’, ‘ace’, ‘aci’, ‘acn’, ‘act’, ‘adbe’, ‘adi’, ‘adm’, ‘adp’]
will like to see more of programming in stock market. nice video, information, thanks.
GGGGGGreat Man!!
This is what I’m getting when I run it on Python 2.7:
Warning (from warnings module):
File “C:Python27libsite-packagesmatplotlibcbook.py”, line 136
warnings.warn(message, mplDeprecation, stacklevel=1)
MatplotlibDeprecationWarning: The finance module has been deprecated in mpl 2.0 and will be removed in mpl 2.2. Please use the module mpl_finance instead.Traceback (most recent call last):
File “C:/Python27/Screener.py”, line 9, in
from matplotlib.finance import candlestick
ImportError: cannot import name candlestick
I do not know how to fix it.
+sentdex i went to the given link . copy paste the code. but not able to install the numpy module. tried to install it gives error tried to find the error in the stack overflow website not able to find the solution how should i proceed? Please help
i have problem like this :
Traceback (most recent call last):
File “C:Python27Stock Screener.py”, line 9, in
from matplotlib.finance import candlestick
ImportError: cannot import name candlestick
>>>
can you help me ?
I’m having trouble getting the S&P company list. When I click on the link, it just takes me to a page that says “Unfortunately, we were unable to find that page for you (404).” Could you help me with this?
Thank you for your awesome vids! Mad propz.
Really great tutorial, please do keep em coming!
One question, would it be possible to somehow automate the process getting the list of the S&P 500 stocks and have it always updated in order to avoid getting it manually and risking it’s outdated? Perhaps scrape it from some website or something?
Hey man! Great teaching material! Out of curiosity, do you use any of your algos to for live trading?