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Repository: jstac/quantecon_nyu_2016
Branch: master
Commit: 25face5e8562
Files: 59
Total size: 19.5 MB
Directory structure:
gitextract_doktp_zd/
├── .gitignore
├── LICENSE
├── README.md
├── homework_assignments/
│ ├── hw_set2/
│ │ ├── demand.m
│ │ ├── main.m
│ │ └── supply.m
│ ├── hw_set3/
│ │ ├── company_list.csv
│ │ └── company_list_corrected.csv
│ └── hw_set6/
│ └── ols_via_projection/
│ ├── OLS_and_projection.ipynb
│ └── trade_data.csv
├── lecture10/
│ ├── Interpolations_jl_alberto_polo.ipynb
│ └── Morelli_Presentation_final.ipynb
├── lecture11/
│ ├── Scikit-Learn presentation.ipynb
│ └── overfitting_noises_dcs.ipynb
├── lecture12/
│ └── mabille_julia_parallel.ipynb
├── lecture13/
│ ├── carlos_lizama_Gadfly.ipynb
│ └── felipe_alves_codes/
│ ├── .ipynb_checkpoints/
│ │ ├── HANK_felipe_alves-checkpoint.ipynb
│ │ └── JuliaPackages-checkpoint.ipynb
│ ├── HANK_felipe_alves.ipynb
│ ├── aggregate.jl
│ ├── main_fig.jl
│ ├── solveHJB.jl
│ ├── solveKFE.jl
│ ├── testing.jl
│ └── twoassets.jl
├── lecture14/
│ ├── james_graham_DOLO.ipynb
│ └── pre_RuixueGong.ipynb
├── lecture2/
│ ├── .pass
│ ├── c_examples/
│ │ ├── ar1_sample_mean.c
│ │ ├── function.c
│ │ ├── function_ref.c
│ │ ├── hello.c
│ │ ├── hello_again.c
│ │ ├── make_grid.c
│ │ ├── makefile
│ │ └── sin_func.c
│ └── git_intro/
│ ├── Makefile
│ ├── github.html
│ ├── github.md
│ ├── gitnotes.html
│ └── gitnotes.md
├── lecture3/
│ ├── .ipynb_checkpoints/
│ │ └── command_line-checkpoint.ipynb
│ └── command_line.ipynb
├── lecture5/
│ ├── .ipynb_checkpoints/
│ │ └── numpy_timing-checkpoint.ipynb
│ ├── fast_loop_examples/
│ │ ├── ar1_sample_mean.c
│ │ ├── ar1_sample_mean.jl
│ │ ├── ar1_sample_mean.py
│ │ ├── foo
│ │ └── makefile
│ └── numpy_timing.ipynb
├── lecture6/
│ ├── .ipynb_checkpoints/
│ │ └── IntroToJulia-checkpoint.ipynb
│ ├── IntroToJulia.ipynb
│ ├── JuliaPackages.ipynb
│ ├── ParallelJulia.ipynb
│ └── install_julia
├── lecture7/
│ └── Intro_to_pymc.ipynb
├── lecture8/
│ └── Pandas.ipynb
└── lecture9/
├── Plotly_Presentation.html
└── Plotly_Presentation.ipynb
================================================
FILE CONTENTS
================================================
================================================
FILE: .gitignore
================================================
================================================
FILE: LICENSE
================================================
Copyright (c) 2015, John Stachurski
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice, this
list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the name of quantecon_nyu_2016 nor the names of its
contributors may be used to endorse or promote products derived from
this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
================================================
FILE: README.md
================================================
# Topics in Computational Economics
[John Stachurski](http://johnstachurski.net/)
This is the home page of ECON-GA 3002, a PhD level course on computational economics to be held at [NYU](http://econ.as.nyu.edu/page/home) in the spring semester of 2016.
(Note: This document is preliminary and still under development)
Semi-Random quote
> All this technology carries risk. There is no faster way for a trading
> firm to destroy itself than to deploy a piece of trading software that
> makes a bad decision over and over in a tight loop. Part of Jane Street's
> reaction to these technological risks was to put a very strong focus on
> building software that was easily understood--software that was readable.
>
> -- Yaron Minsky, Jane Street
Table of Contents:
* [News](#news)
* [References](#references)
* [Prerequisites](#prerequisites)
* [Syllabus](#syllabus)
* [Part I: Programming](#part-i-programming)
* [Part II: Comp Econ Foundations](#part-ii-comp-econ-foundations)
* [Part III: Applications](#part-iii-applications)
* [Assessment](#assessment)
* [Additional Resources](#additional-resources)
## News
Please note that the lecture room has changed to **room 5-75 in the Stern Building**.
The time is unchanged: Friday 9am--11am
Please be sure to bring your laptop
## References
* http://quant-econ.net/
* Secondary / Useful / Related / Recommended texts
* Kendall Atkinson and Weimin Han (2009). *Theoretical Numerical Analysis* (3rd ed)
* Ward Cheney (2001). *Analysis for Applied Mathematics*
* Nancy Stokey and Robert Lucas Jr. (1989) *Recursive Methods in Economic Dynamics*
* John Stachurski (2009). *Economic Dynamics: Theory and Computation*
## Prerequisites
I assume that you have
* At least a bit of programming experience
* E.g., some experience writing Matlab code or similar
* Econ PhD level quantitative skills, including some familiarity with
* Linear algebra
* Basic analysis (sequences, limits, continuity, etc.)
* Dynamics (diff equations, finite Markov chains, AR(1) processes, etc.)
If you would like to prepare for the course before hand please consider
* Installing [Linux](http://www.ubuntu.com/desktop) on a [VM](https://www.virtualbox.org/wiki/Linux_Downloads) or in a bootable partition on your laptop
* Backup your data first!
* Help available in the first class
* Build up your [Linux skills](http://manuals.bioinformatics.ucr.edu/home/linux-basics) (and
[profit](http://www.eweek.com/it-management/demand-for-linux-skills-growing-faster-than-talent-pool-report.html))
* Do some exercises in real analysis if you are rusty
* [These notes](http://math.louisville.edu/~lee/ira/IntroRealAnal.pdf) look like about the right level
* Read the first 3 chapters of [RMT](https://mitpress.mit.edu/books/recursive-macroeconomic-theory-1) if you don't know any Markov chain theory or dynamic programming
## Syllabus
Below is a sketch of the syllabus for the course. The details are still
subject to some change.
### Part I: Programming
#### Introduction
* Scientific programming environments --- what do we want?
* Speed?
* Productivity?
* [Fun?](https://xkcd.com/353/)
* Why [Python](https://www.python.org/)? And what is it anyway?
* Background
* http://quant-econ.net/py/about_py.html
* http://www.galvanize.com/blog/2015/10/01/bill-and-melinda-gates-foundation-saves-lives-with-python/
* Philosophy
* http://legacy.python.org/dev/peps/pep-0020/
* https://gist.github.com/sloria/7001839
* The [second best language for everything](http://blog.mikiobraun.de/2013/11/how-python-became-the-language-of-choice-for-data-science.html)
* https://github.com/jstac/backup_scripts
* What's Julia?
* http://julialang.org/blog/2012/02/why-we-created-julia/
* http://libertystreeteconomics.newyorkfed.org/2015/12/the-frbny-dsge-model-meets-julia.html
* Open Source
* Examples of how contributions improve on the standard library
* http://docs.python-requests.org/en/latest/
* https://python-programming.courses/general/better-date-and-time-handling-with-arrow/
* Open science
* http://www.openscience.org/blog/?p=269
* https://opensource.com/resources/open-science
* http://www.nature.com/news/interactive-notebooks-sharing-the-code-1.16261
* http://devblogs.nvidia.com/parallelforall/open-reproducible-computational-chemistry-python-cuda/
* How can open source produce **better** software than firms acting alone?
* https://github.com/
* https://www.moore.org/newsroom/press-releases/2015/07/07/$6m-for-uc-berkeley-and-cal-poly-to-expand-and-enhance-open-source-software-for-scientific-computing-and-data-science
* https://www.continuum.io/
#### Coding Foundations
* UNIX and the UNIX shell
* http://swcarpentry.github.io/shell-novice/
* Editing = Vim
* https://danielmiessler.com/study/vim/
* https://realpython.com/blog/python/vim-and-python-a-match-made-in-heaven/
* http://vim-adventures.com/
* http://www.openvim.com/
* Tmux
* http://tangosource.com/blog/a-tmux-crash-course-tips-and-tweaks/
* Version control
* https://github.com/swcarpentry/git-novice
* http://gitimmersion.com/
* http://luisbg.blogalia.com//historias/76017 --- Git cheatsheet
* General software engineering skills
* http://software-carpentry.org/
* Speed and Efficiency
* Hardware
* Interpreted / JIT compiled / AOT compiled
* Vectorized code
* C and Fortran
* [GSL](http://www.gnu.org/software/gsl/)
* http://computationalmodelling.bitbucket.org/tools/FORTRAN.html
* Test driven development:
* http://code.tutsplus.com/tutorials/beginning-test-driven-development-in-python--net-30137
#### Core Python
* [Getting started](http://quant-econ.net/py/getting_started.html)
* The REPLs: Python and IPython shells
* Jupyter
* The beauty of introspection on the fly
* Basic syntax
* http://quant-econ.net/py/python_by_example.html
* http://quant-econ.net/py/python_essentials.html
* OOP. It's like structs with lazy evaluation
* http://quant-econ.net/py/python_oop.html
* http://quant-econ.net/py/python_foundations.html
* http://quant-econ.net/py/python_advanced_features.html
* Python style
* https://blog.hartleybrody.com/python-style-guide/
* https://google.github.io/styleguide/pyguide.html
* https://www.python.org/dev/peps/pep-0008/
* Other general Python resources
* https://leanpub.com/intermediatepython/read
* http://nbviewer.ipython.org/github/rajathkumarmp/Python-Lectures/blob/master/01.ipynb
* http://book.pythontips.com/en/latest/
* Debugging
* http://www.scipy-lectures.org/advanced/debugging/
#### Scientific Python I: SciPy and Friends
* General Resources
* https://github.com/jrjohansson/scientific-python-lectures
* http://bender.astro.sunysb.edu/classes/python-science/
* http://computationalmodelling.bitbucket.org/tools/
* [NumPy and SciPy](http://www.scipy.org/)
* http://quant-econ.net/py/numpy.html
* http://quant-econ.net/py/scipy.html
* [Jupyter](http://jupyter.org/)
* http://nbviewer.ipython.org/
* http://jupyter.cs.brynmawr.edu/hub/dblank/public/Jupyter%20Notebook%20Users%20Manual.ipynb
* http://mindtrove.info/#nb-extensions
* https://plot.ly/ipython-notebooks/ipython-notebook-tutorial/
* https://github.com/nicolaskruchten/pyconca/blob/master/jupyter_magic.ipynb
* [Matplotlib](http://matplotlib.org/)
* http://quant-econ.net/py/matplotlib.html
* http://nbviewer.ipython.org/github/clbarnes/plotstyles/blob/master/plotstyles.ipynb
#### Scientific Python II: The Ecosystem
* [Pandas](http://pandas.pydata.org/)
* http://geoffboeing.com/2015/11/landscape-us-rents/
* [Numba](http://numba.pydata.org/) and other JIT compilers
* http://blog.pyston.org/2015/11/03/102/
* http://nbviewer.ipython.org/github/postelrich/fin_examples/blob/master/cva/cva1.ipynb
* https://www.ibm.com/developerworks/community/blogs/jfp/entry/A_Comparison_Of_C_Julia_Python_Numba_Cython_Scipy_and_BLAS_on_LU_Factorization?lang=en
* AOT compilers
* [Cython](http://cython.org/)
* Others (Nuitka?)
* Visualization
* [Plotly](https://plot.ly/), Bokeh
* Statistics and machine learning
* https://www.youtube.com/watch?v=5W715nfJNJw
* PyMC, [Statsmodels](http://statsmodels.sourceforge.net/)
* http://scikit-learn.org/stable/related_projects.html
* https://www.youtube.com/watch?v=L7R4HUQ-eQ0&feature=youtu.be
* [Seaborn](http://stanford.edu/~mwaskom/software/seaborn/)
* Parallel processing
* http://www.admin-magazine.com/HPC/Articles/Parallel-Python-with-Joblib
* http://www.davekuhlman.org/python_multiprocessing_01.html
* http://ufora.github.io/ufora/
* Blaze
* Wrappers
* https://github.com/wjakob/pybind11
* f2py and related solutions (https://www.euroscipy.org/2015/schedule/presentation/58/)
* [NetworkX](https://networkx.github.io/)
* [Sympy](http://www.sympy.org/en/index.html)
* http://nbviewer.ipython.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/SymPy.ipynb
* Webscraping
* http://shop.oreilly.com/product/0636920034391.do
* http://robertwdempsey.com/simple-python-web-scraper-get-pricing-data/
#### Julia
* General, tutorials
* http://julialang.org/
* http://www.slideshare.net/acidflask/an-introduction-to-julia
* http://doodlingindata.com/2015/08/11/writing-good-julia-functions/
* http://computationalmodelling.bitbucket.org/tools/Julia.html
* http://samuelcolvin.github.io/JuliaByExample/
* https://github.com/dpsanders/hands_on_julia
* http://bogumilkaminski.pl/files/julia_express.pdf
* https://en.wikibooks.org/wiki/Introducing_Julia
* Libraries
* [QuantEcon.jl](https://github.com/QuantEcon/QuantEcon.jl)
* [Distributions.jl](https://github.com/JuliaStats/Distributions.jl)
* [Gadfly](http://dcjones.github.io/Gadfly.jl/)
### Part II: Comp Econ Foundations
#### Markov Dynamics I: Finite State
* Asymptotics
* The Dobrushin coefficient
* A simple coupling argument
* Code from QuantEcon
* Applications
#### Functional Analysis
* A dash of measure and integration
* Metric / Banach / Hilbert space
* Space of bounded functions (cbS is a closed subset)
* The Lp spaces
* Banach contraction mapping theorem
* Blackwell's sufficient condition
* Orthogonal projections
* Neumann series lemma
* Applications
* The Lucas 78 asset pricing paper
#### Markov Dynamics II: General State
* General state spaces
* Feller chains, Boundedness in prob
* Monotone methods
* LLN and CLT
* Look ahead method
* examples in lae_extension?
* examples in poverty traps survey?
* Applications
* ARCH, AZ, STAR, MCMC, etc.
#### Solving Forward Looking Models
* L2 methods
* Asset Pricing
#### Dynamic Programming
* Fundamental theory
* The principle of optimality
* VFI
* Howard's policy iteration algorithm
* Approximation
* Preserving the contraction property
* MC for integrals
* Weighted sup norm approach
### Part III: Applications
#### DP II: Applications and Extensions
* The Coleman operator
* [The income fluctuation problem](http://quant-econ.net/py/ifp.html)
* Benhabib wealth distribution paper, heavy tails
* Recursive and risk sensitive preferences
* [Stochastic Optimal Growth Model with Risk Sensitive Preferences](http://arxiv.org/abs/1509.05638)
* Other (see TE paper, monotone LLN)
#### Optimal Stopping
* Reservation rule operator
* Theory
* Applications
#### Coase's Theory of the Firm
* Theory
* Implementation
## Assessment
See lecture 1 slides.
### Notes on Class Presentations
All students enrolled in the course must give a 20 minute presentation.
The presentation can be on your class project or on a code library or
algorithm in Julia or Python that you find interesting. Here are some
suggestions:
* Profiling (see, e.g., [this link](http://pynash.org/2013/03/06/timing-and-profiling.html) or [this one](https://zapier.com/engineering/profiling-python-boss/))
* [scikit-learn](http://scikit-learn.org/stable/) (a machine learning library)
* Unit tests (see, e.g., [here](http://docs.python-guide.org/en/latest/writing/tests/) or [here](https://www.jeffknupp.com/blog/2013/12/09/improve-your-python-understanding-unit-testing/))
* Alternative plotting libraries and their strengths / weaknesses
* [Distributions.jl](https://github.com/JuliaStats/Distributions.jl) (a well-written Julia library)
* Some features of vim or vim plug-in(s) that you find particularly useful
* Techniques for parallel processing
* Interfacing with C and Fortran code in either Python or Julia
### Notes on the Class Project
You should discuss your class project at least briefly with me before you
start. I am flexible about topics and mainly concerned with quality.
All projects are due by midnight on June 3rd.
#### Structure of the Project
A completed class project is a GitHub repository containing
* Code
* A Jupyter notebook that pulls all the code together and runs it
* A PDF document that provides analysis and reports results
* like a short research paper
Good projects demonstrate proficiency with
* Python or Julia
* Good programming style
* Ideally, the techical material discussed during the course
#### Random Ideas
Here are some very random ideas that I'll add to over the semester. The links
are to papers, code or discussions of algorithms, quantitative work, etc. that could
be implemented / replicated / improved using Python or Julia. Feel free to use or ignore. (Ideally you
will find your own topic according to your own interests. Please discuss your
topic with me either way).
* [Computing equilibria in dynamic games](https://www.andrew.cmu.edu/user/sevin/sevin/Research_files/Supergame_March_2015_KJ.pdf)
* [Heterogeneous agents in continuous time](http://www.princeton.edu/~moll/HACTproject.htm)
* [Computing Nash equilibria](https://en.wikipedia.org/wiki/Lemke%E2%80%93Howson_algorithm)
* [The stable marriage problem](https://en.wikipedia.org/wiki/Stable_marriage_problem)
* [Behavioral Macroeconomics via Sparse Dynamic Programming](http://pages.stern.nyu.edu/~xgabaix/papers/brdp.pdf)
* [Krusell-Smith](https://ideas.repec.org/c/dge/qmrbcd/180.html)
* [Krusell-Smith II](http://www.econ.yale.edu/smith/code.htm)
* Numbafy everything in random.py (ask me)
* Numbafy some of the optimization / root finding routines from SciPy (ask me)
* [Assorted code / ideas from Dean Corbae](https://sites.google.com/site/deancorbae/teaching)
* [Assorted code / ideas from Karen Kopecky](http://www.karenkopecky.net/)
* [Assorted code / ideas from Chris Carroll](http://www.econ2.jhu.edu/people/ccarroll/)
* [A paper on dynamics by Kiminori Matsuyama](http://faculty.wcas.northwestern.edu/~kmatsu/Revisiting%20the%20model%20of%20credit%20cycles%20with%20Good%20and%20Bad%20Projects-2016-2.pdf)
* [An econ geography paper by Paul Krugman](https://ideas.repec.org/a/eee/eecrev/v37y1993i2-3p293-298.html)
* Routines from Miranda and Fackler's [CompEcon](http://www4.ncsu.edu/~pfackler/compecon/toolbox.html) toolkit and [textbook](http://www4.ncsu.edu/~pfackler/compecon/)
* [Angeletos 2007 paper](http://www.sciencedirect.com/science/article/pii/S1094202506000627)
## Additional Resources
* Jupyter
* https://github.com/bloomberg/bqplot
* https://cloud.google.com/datalab/
* http://blog.dominodatalab.com/lesser-known-ways-of-using-notebooks/
* https://github.com/jupyter/jupyterhub
* http://mybinder.org/
* Data, machine learning and prediction
* www.galvanize.com/blog/how-random-forest-modeling-solves-seattles-bikesharing-problem/
* https://anaconda.org/ikkebr/brazilian-federal-payroll/notebook
* Language comparisons
* http://sebastianraschka.com/Articles/2014_matlab_vs_numpy.html
* http://scottsievert.github.io/blog/2015/09/01/matlab-to-python/
* https://www.ibm.com/developerworks/community/blogs/jfp/entry/Python_Meets_Julia_Micro_Performance?lang=en
* Python, general
* https://www.reddit.com/r/Python/comments/3s4j6n/zen_of_python_verse_2/
* https://github.com/s16h/py-must-watch
* https://www.reddit.com/r/Python/comments/3m3ll9/where_python_is_used_in_industry_other_than_webdev/
* http://bruceeckel.github.io/2015/08/29/what-i-do/
* http://blog.apcelent.com/python-decorator-tutorial-with-example.html
* http://noeticforce.com/best-free-tutorials-to-learn-python-pdfs-ebooks-online-interactive
Vectorization:
* http://blog.datascience.com/straightening-loops-how-to-vectorize-data-aggregation-with-pandas-and-numpy/
Good reads
* http://undsci.berkeley.edu/article/cold_fusion_01
* https://msdn.microsoft.com/en-us/library/dn568100.aspx
================================================
FILE: homework_assignments/hw_set2/demand.m
================================================
function yd = demand(price);
global a epsilon;
yd = a*(price^(-epsilon));
end
================================================
FILE: homework_assignments/hw_set2/main.m
================================================
global a b epsilon;
a = 1;
b = 0.1;
epsilon = 1;
mxiter = 30;
toler = 1.0e-6;
plow = 0.1;
phigh = 10.0;
niter = mxiter;
for i = 1:mxiter;
pcur = (plow + phigh)/2;
yd = demand(pcur);
ys = supply(pcur);
excesssupply = ys - yd;
if (excesssupply > 0);
phigh = pcur;
else;
plow = pcur;
end;
diff = abs(phigh - plow);
if (diff <= toler);
niter = i;
break;
end;
end;
pclear = (plow + phigh)/2;
yd = demand(pcur);
ys = supply(pcur);
excesssupply = ys - yd;
[niter pclear yd ys excesssupply]
================================================
FILE: homework_assignments/hw_set2/supply.m
================================================
function ys = supply(price);
global b;
ys = exp(b*price) - 1;
end
================================================
FILE: homework_assignments/hw_set3/company_list.csv
================================================
"Symbol", "Name", "MarketCap"
"TFSC", "1347 Capital Corp.", "$58.59M"
"TFSCR", "1347 Capital Corp.", "n/a"
"TFSCU", "1347 Capital Corp.", "$42.01M"
"TFSCW", "1347 Capital Corp.", "n/a"
"PIH", "1347 Property Insurance Holdings, "6.22"
"FLWS", "1-800 FLOWERS.COM, "8.07"
"FCTY", "1st Century Bancshares, "8.3404"
"FCCY", "1st Constitution Bancorp (NJ)", "$92M"
"SRCE", "1st Source Corporation", "$781.16M"
"VNET", "21Vianet Group, "18.55"
"TWOU", "2U, "18.04"
"JOBS", "51job, "29.95"
"SIXD", "6D Global Technologies, "2.9"
"CAFD", "8point3 Energy Partners LP", "$1.08B"
"EGHT", "8x8 Inc", "$968.6M"
"AVHI", "A V Homes, "9.58"
"SHLM", "A. Schulman, "24.68"
"AAON", "AAON, "20.96"
"ABAX", "ABAXIS, "39.87"
"ABY", "Abengoa Yield plc", "$1.59B"
"ABGB", "Abengoa, "0.91"
"ABEO", "Abeona Therapeutics Inc.", "$85.43M"
"ABEOW", "Abeona Therapeutics Inc.", "n/a"
"ABIL", "Ability Inc.", "$74.48M"
"ABILW", "Ability Inc.", "n/a"
"ABMD", "ABIOMED, "77.45"
"AXAS", "Abraxas Petroleum Corporation", "$109.54M"
"ACTG", "Acacia Research Corporation", "$196.35M"
"ACHC", "Acadia Healthcare Company, "56.84"
"ACAD", "ACADIA Pharmaceuticals Inc.", "$2.08B"
"ACST", "Acasti Pharma, "1.53"
"AXDX", "Accelerate Diagnostics, "12.31"
"XLRN", "Acceleron Pharma Inc.", "$962.02M"
"ANCX", "Access National Corporation", "$193.8M"
"ARAY", "Accuray Incorporated", "$443.02M"
"VXDN", "AccuShares Spot CBOE VIX Down Shares", "$5.06M"
"VXUP", "AccuShares Spot CBOE VIX Up Shares", "$493425"
"ACRX", "AcelRx Pharmaceuticals, "3.65"
"ACET", "Aceto Corporation", "$602.56M"
"AKAO", "Achaogen, "3.99"
"ACHN", "Achillion Pharmaceuticals, "6.48"
"ACIW", "ACI Worldwide, "17.5"
"ACRS", "Aclaris Therapeutics, "15.65"
"ACNB", "ACNB Corporation", "$127.79M"
"ACOR", "Acorda Therapeutics, "35.84"
"ACTS", "Actions Semiconductor Co., "1.3701"
"ACPW", "Active Power, "1.06"
"ATVI", "Activision Blizzard, "29.45"
"ACTA", "Actua Corporation", "$311.7M"
"ACUR", "Acura Pharmaceuticals, "2.16"
"ACXM", "Acxiom Corporation", "$1.55B"
"ADMS", "Adamas Pharmaceuticals, "15.42"
"ADMP", "Adamis Pharmaceuticals Corporation", "$67.16M"
"ADAP", "Adaptimmune Therapeutics plc", "$603.8M"
"ADUS", "Addus HomeCare Corporation", "$260.6M"
"AEY", "ADDvantage Technologies Group, "1.68"
"IOTS", "Adesto Technologies Corporation", "$77.42M"
"ADMA", "ADMA Biologics Inc", "$48.21M"
"ADBE", "Adobe Systems Incorporated", "$40.79B"
"ADTN", "ADTRAN, "18.43"
"ADRO", "Aduro Biotech, "15.01"
"AAAP", "Advanced Accelerator Applications S.A.", "$1.06B"
"AEIS", "Advanced Energy Industries, "28.93"
"AITP", "Advanced Inhalation Therapies (AIT) Ltd.", "n/a"
"AITPU", "Advanced Inhalation Therapies (AIT) Ltd.", "n/a"
"AMD", "Advanced Micro Devices, "1.9"
"ADXS", "Advaxis, "6.3"
"ADXSW", "Advaxis, "4"
"MAUI", "AdvisorShares Market Adaptive Unconstrained Income ETF", "$2.27M"
"YPRO", "AdvisorShares YieldPro ETF", "$32.66M"
"AEGR", "Aegerion Pharmaceuticals, "6.5"
"AEGN", "Aegion Corp", "$663.65M"
"AEHR", "Aehr Test Systems", "$16.98M"
"AMTX", "Aemetis, "1.84"
"AEPI", "AEP Industries Inc.", "$381.12M"
"AERI", "Aerie Pharmaceuticals, "14.84"
"AVAV", "AeroVironment, "25.39"
"AEZS", "AEterna Zentaris Inc.", "$31.57M"
"AEMD", "Aethlon Medical, "4.88"
"AFMD", "Affimed N.V.", "$101.1M"
"AFFX", "Affymetrix, "14"
"AGEN", "Agenus Inc.", "$266.64M"
"AGRX", "Agile Therapeutics, "6.16"
"AGYS", "Agilysys, "10.59"
"AGIO", "Agios Pharmaceuticals, "41.93"
"AGFS", "AgroFresh Solutions, "4.61"
"AGFSW", "AgroFresh Solutions, "0.7"
"AIMT", "Aimmune Therapeutics, "17.2"
"AIRM", "Air Methods Corporation", "$1.51B"
"AIRT", "Air T, "23.26"
"ATSG", "Air Transport Services Group, "11.41"
"AMCN", "AirMedia Group Inc", "$341.5M"
"AIXG", "Aixtron SE", "$435.15M"
"AKAM", "Akamai Technologies, "53.42"
"AKTX", "Akari Therapeutics Plc", "$135.32M"
"AKBA", "Akebia Therapeutics, "8.25"
"AKER", "Akers Biosciences Inc", "$9.71M"
"AKRX", "Akorn, "25.8"
"ALRM", "Alarm.com Holdings, "16.04"
"ALSK", "Alaska Communications Systems Group, "1.48"
"AMRI", "Albany Molecular Research, "15.82"
"ABDC", "Alcentra Capital Corp.", "$126.25M"
"ADHD", "Alcobra Ltd.", "$146.51M"
"ALDR", "Alder BioPharmaceuticals, "21.67"
"ALDX", "Aldeyra Therapeutics, "4.5"
"ALXN", "Alexion Pharmaceuticals, "148.6"
"ALXA", "Alexza Pharmaceuticals, "0.3"
"ALCO", "Alico, "21.32"
"ALGN", "Align Technology, "63.1"
"ALIM", "Alimera Sciences, "2.4"
"ALKS", "Alkermes plc", "$5.24B"
"ABTX", "Allegiance Bancshares, "18.06"
"ALGT", "Allegiant Travel Company", "$2.62B"
"AFOP", "Alliance Fiber Optic Products, "14.78"
"AIQ", "Alliance HealthCare Services, "7.18"
"AHGP", "Alliance Holdings GP, "12.94"
"ARLP", "Alliance Resource Partners, "11.47"
"AHPI", "Allied Healthcare Products, "0.75"
"AMOT", "Allied Motion Technologies, "17.71"
"ALQA", "Alliqua BioMedical, "1.46"
"ALLT", "Allot Communications Ltd.", "$146.12M"
"MDRX", "Allscripts Healthcare Solutions, "12.62"
"AFAM", "Almost Family Inc", "$365.81M"
"ALNY", "Alnylam Pharmaceuticals, "65.7"
"AOSL", "Alpha and Omega Semiconductor Limited", "$250.15M"
"GOOG", "Alphabet Inc.", "$487.61B"
"GOOGL", "Alphabet Inc.", "$503.83B"
"SMCP", "AlphaMark Actively Managed Small Cap ETF", "$20.78M"
"ATEC", "Alphatec Holdings, "0.2"
"ASPS", "Altisource Portfolio Solutions S.A.", "$616.97M"
"AIMC", "Altra Industrial Motion Corp.", "$611.3M"
"AMAG", "AMAG Pharmaceuticals, "24.09"
"AMRN", "Amarin Corporation PLC", "$255.05M"
"AMRK", "A-Mark Precious Metals, "19.95"
"AYA", "Amaya Inc.", "$1.79B"
"AMZN", "Amazon.com, "534.1"
"AMBC", "Ambac Financial Group, "13.96"
"AMBCW", "Ambac Financial Group, "6.439"
"AMBA", "Ambarella, "42.84"
"AMCX", "AMC Networks Inc.", "$4.75B"
"DOX", "Amdocs Limited", "$8.73B"
"AMDA", "Amedica Corporation", "$82822.74"
"AMED", "Amedisys Inc", "$1.25B"
"UHAL", "Amerco", "$6.75B"
"ATAX", "America First Multifamily Investors, "4.91"
"AMOV", "America Movil, "13.43"
"AAL", "American Airlines Group, "39.34"
"AGNC", "American Capital Agency Corp.", "$6.18B"
"AGNCB", "American Capital Agency Corp.", "$8.27B"
"AGNCP", "American Capital Agency Corp.", "n/a"
"MTGE", "American Capital Mortgage Investment Corp.", "$664.64M"
"MTGEP", "American Capital Mortgage Investment Corp.", "$46.5M"
"ACSF", "American Capital Senior Floating, "8.36"
"ACAS", "American Capital, "12.97"
"GNOW", "American Caresource Holdings Inc", "$2.09M"
"AETI", "American Electric Technologies, "2.32"
"AMIC", "American Independence Corp.", "$153.92M"
"AMNB", "American National Bankshares, "24.67"
"ANAT", "American National Insurance Company", "$2.6B"
"APEI", "American Public Education, "15.38"
"ARII", "American Railcar Industries, "41.61"
"AMRB", "American River Bankshares", "$74.68M"
"ASEI", "American Science and Engineering, "23.49"
"AMSWA", "American Software, "9.25"
"AMSC", "American Superconductor Corporation", "$84.54M"
"AMWD", "American Woodmark Corporation", "$1.02B"
"CRMT", "America's Car-Mart, "25.26"
"ABCB", "Ameris Bancorp", "$837.1M"
"AMSF", "AMERISAFE, "51.52"
"ASRV", "AmeriServ Financial Inc.", "$57.93M"
"ASRVP", "AmeriServ Financial Inc.", "n/a"
"ATLO", "Ames National Corporation", "$225.79M"
"AMGN", "Amgen Inc.", "$113.96B"
"FOLD", "Amicus Therapeutics, "6.57"
"AMKR", "Amkor Technology, "4.6"
"AMPH", "Amphastar Pharmaceuticals, "11.49"
"AMSG", "Amsurg Corp.", "$3.3B"
"AMSGP", "Amsurg Corp.", "$225.98M"
"ASYS", "Amtech Systems, "5.29"
"AFSI", "AmTrust Financial Services, "25.6"
"AMRS", "Amyris, "1.49"
"ANAC", "Anacor Pharmaceuticals, "77.79"
"ANAD", "ANADIGICS, "0.6816"
"ADI", "Analog Devices, "52.73"
"ALOG", "Analogic Corporation", "$900.27M"
"AVXL", "Anavex Life Sciences Corp.", "$132.03M"
"ANCB", "Anchor Bancorp", "$57.75M"
"ABCW", "Anchor BanCorp Wisconsin Inc.", "$398.72M"
"ANDA", "Andina Acquisition Corp. II", "$50.71M"
"ANDAR", "Andina Acquisition Corp. II", "n/a"
"ANDAU", "Andina Acquisition Corp. II", "$16.24M"
"ANDAW", "Andina Acquisition Corp. II", "n/a"
"ANGI", "Angie's List, "9.73"
"ANGO", "AngioDynamics, "10.48"
"ANIP", "ANI Pharmaceuticals, "30.86"
"ANIK", "Anika Therapeutics Inc.", "$566.62M"
"ANSS", "ANSYS, "86.18"
"ATRS", "Antares Pharma, "1.01"
"ANTH", "Anthera Pharmaceuticals, "3.18"
"ABAC", "Aoxin Tianli Group, "0.637"
"ZLIG", "Aperion Biologics, "n/a"
"ATNY", "API Technologies Corp.", "$55.98M"
"APIC", "Apigee Corporation", "$176.89M"
"APOG", "Apogee Enterprises, "36.78"
"APOL", "Apollo Education Group, "8.82"
"AINV", "Apollo Investment Corporation", "$1.09B"
"AMEH", "Apollo Medical Holdings, "5.51"
"APPF", "AppFolio, "14.33"
"AAPL", "Apple Inc.", "$544.03B"
"ARCI", "Appliance Recycling Centers of America, "0.87"
"APDN", "Applied DNA Sciences Inc", "$68.85M"
"APDNW", "Applied DNA Sciences Inc", "n/a"
"AGTC", "Applied Genetic Technologies Corporation", "$259.75M"
"AMAT", "Applied Materials, "17.14"
"AMCC", "Applied Micro Circuits Corporation", "$441.91M"
"AAOI", "Applied Optoelectronics, "16.43"
"AREX", "Approach Resources Inc.", "$36.99M"
"APRI", "Apricus Biosciences, "1.14"
"APTO", "Aptose Biosciences, "2.67"
"AQMS", "Aqua Metals, "4.94"
"AQXP", "Aquinox Pharmaceuticals, "10.77"
"AUMA", "AR Capital Acquisition Corp.", "$292.5M"
"AUMAU", "AR Capital Acquisition Corp.", "n/a"
"AUMAW", "AR Capital Acquisition Corp.", "n/a"
"ARDM", "Aradigm Corporation", "$42.07M"
"ARLZ", "Aralez Pharmaceuticals Inc.", "$367.77M"
"PETX", "Aratana Therapeutics, "3.36"
"ABUS", "Arbutus Biopharma Corporation", "$171.89M"
"ARCW", "ARC Group Worldwide, "1.67"
"ABIO", "ARCA biopharma, "3.8"
"RKDA", "Arcadia Biosciences, "2.49"
"ARCB", "ArcBest Corporation", "$509.37M"
"ACGL", "Arch Capital Group Ltd.", "$8.35B"
"APLP", "Archrock Partners, "6.92"
"ACAT", "Arctic Cat Inc.", "$212.56M"
"ARDX", "Ardelyx, "11.26"
"ARNA", "Arena Pharmaceuticals, "1.64"
"ARCC", "Ares Capital Corporation", "$4.15B"
"AGII", "Argo Group International Holdings, "53.32"
"AGIIL", "Argo Group International Holdings, "24.99"
"ARGS", "Argos Therapeutics, "4.92"
"ARIS", "ARI Network Services, "4.11"
"ARIA", "ARIAD Pharmaceuticals, "5.105"
"ARKR", "Ark Restaurants Corp.", "$69.76M"
"ARMH", "ARM Holdings plc", "$18.68B"
"ARTX", "Arotech Corporation", "$56.31M"
"ARWA", "Arowana Inc.", "$107.29M"
"ARWAR", "Arowana Inc.", "n/a"
"ARWAU", "Arowana Inc.", "n/a"
"ARWAW", "Arowana Inc.", "n/a"
"ARQL", "ArQule, "1.72"
"ARRY", "Array BioPharma Inc.", "$414.24M"
"ARRS", "ARRIS International plc", "$3.55B"
"DWAT", "Arrow DWA Tactical ETF", "n/a"
"AROW", "Arrow Financial Corporation", "$344.76M"
"ARWR", "Arrowhead Research Corporation", "$234.93M"
"ARTNA", "Artesian Resources Corporation", "$262.17M"
"ARTW", "Art's-Way Manufacturing Co., "2.7344"
"PUMP", "Asante Solutions, "n/a"
"ASBB", "ASB Bancorp, "24.55"
"ASNA", "Ascena Retail Group, "7.55"
"ASND", "Ascendis Pharma A/S", "$462.36M"
"ASCMA", "Ascent Capital Group, "10.97"
"ASTI", "Ascent Solar Technologies, "0.095"
"APWC", "Asia Pacific Wire & Cable Corporation Limited", "$22.01M"
"ASML", "ASML Holding N.V.", "$36.93B"
"AZPN", "Aspen Technology, "31.96"
"ASMB", "Assembly Biosciences, "6.36"
"ASFI", "Asta Funding, "7.31"
"ASTE", "Astec Industries, "38.18"
"ALOT", "Astro-Med, "12.82"
"ATRO", "Astronics Corporation", "$669.34M"
"ASTC", "Astrotech Corporation", "$24.01M"
"ASUR", "Asure Software Inc", "$34.22M"
"ATAI", "ATA Inc.", "$115.45M"
"ATRA", "Atara Biotherapeutics, "17.5"
"ATHN", "athenahealth, "128.83"
"ATHX", "Athersys, "1.45"
"AAPC", "Atlantic Alliance Partnership Corp.", "$105.54M"
"AAME", "Atlantic American Corporation", "$90M"
"ACBI", "Atlantic Capital Bancshares, "11.88"
"ACFC", "Atlantic Coast Financial Corporation", "$88.87M"
"ATNI", "Atlantic Tele-Network, "77.06"
"ATLC", "Atlanticus Holdings Corporation", "$44.46M"
"AAWW", "Atlas Air Worldwide Holdings", "$939.43M"
"AFH", "Atlas Financial Holdings, "16.96"
"TEAM", "Atlassian Corporation Plc", "$4.96B"
"ATML", "Atmel Corporation", "$3.39B"
"ATOS", "Atossa Genetics Inc.", "$20.09M"
"ATRC", "AtriCure, "17.95"
"ATRI", "ATRION Corporation", "$744.03M"
"ATTU", "Attunity Ltd.", "$99.16M"
"LIFE", "aTyr Pharma, "4.52"
"AUBN", "Auburn National Bancorporation, "25.49"
"AUDC", "AudioCodes Ltd.", "$178.31M"
"AUPH", "Aurinia Pharmaceuticals Inc", "$77.17M"
"EARS", "Auris Medical Holding AG", "$151.92M"
"ABTL", "Autobytel Inc.", "$191.93M"
"ADSK", "Autodesk, "46.67"
"AGMX", "AutoGenomics, "n/a"
"ADP", "Automatic Data Processing, "85.33"
"AAVL", "Avalanche Biotechnologies, "5.2"
"AVNU", "Avenue Financial Holdings, "18.63"
"AVEO", "AVEO Pharmaceuticals, "0.949"
"AVXS", "AveXis, "18.75"
"AVNW", "Aviat Networks, "0.67"
"AVID", "Avid Technology, "7.28"
"AVGR", "Avinger, "14.99"
"CAR", "Avis Budget Group, "29.64"
"AWRE", "Aware, "3.47"
"ACLS", "Axcelis Technologies, "2.38"
"AXGN", "AxoGen, "4.93"
"AXSM", "Axsome Therapeutics, "8.21"
"AXTI", "AXT Inc", "$86.89M"
"BCOM", "B Communications Ltd.", "$812.98M"
"RILY", "B. Riley Financial, "9.8"
"BOSC", "B.O.S. Better Online Solutions", "$38.81M"
"BEAV", "B/E Aerospace, "41.36"
"BIDU", "Baidu, "163.53"
"BCPC", "Balchem Corporation", "$1.99B"
"BWINA", "Baldwin & Lyons, "23.74"
"BWINB", "Baldwin & Lyons, "24.25"
"BLDP", "Ballard Power Systems, "1.32"
"BANF", "BancFirst Corporation", "$868.92M"
"BANFP", "BancFirst Corporation", "$27.36M"
"BKMU", "Bank Mutual Corporation", "$338.87M"
"BOCH", "Bank of Commerce Holdings (CA)", "$79.98M"
"BMRC", "Bank of Marin Bancorp", "$293.78M"
"BKSC", "Bank of South Carolina Corp.", "$78.25M"
"BOTJ", "Bank of the James Financial Group, "11.75"
"OZRK", "Bank of the Ozarks", "$3.41B"
"BFIN", "BankFinancial Corporation", "$246.24M"
"BWFG", "Bankwell Financial Group, "19.31"
"BANR", "Banner Corporation", "$1.34B"
"BZUN", "Baozun Inc.", "$271.4M"
"BHAC", "Barington/Hilco Acquisition Corp.", "$55.88M"
"BHACR", "Barington/Hilco Acquisition Corp.", "n/a"
"BHACU", "Barington/Hilco Acquisition Corp.", "n/a"
"BHACW", "Barington/Hilco Acquisition Corp.", "n/a"
"BBSI", "Barrett Business Services, "34.65"
"BSET", "Bassett Furniture Industries, "29.57"
"BYBK", "Bay Bancorp, "4.94"
"BYLK", "Baylake Corp", "$134.77M"
"BV", "Bazaarvoice, "3.04"
"BBCN", "BBCN Bancorp, "14.39"
"BCBP", "BCB Bancorp, "10.19"
"BECN", "Beacon Roofing Supply, "34.35"
"BSF", "Bear State Financial, "8.99"
"BBGI", "Beasley Broadcast Group, "3.22"
"BEBE", "bebe stores, "0.4649"
"BBBY", "Bed Bath & Beyond Inc.", "$7.48B"
"BGNE", "BeiGene, "26.06"
"BELFA", "Bel Fuse Inc.", "$153.36M"
"BELFB", "Bel Fuse Inc.", "$179.88M"
"BLPH", "Bellerophon Therapeutics, "2.21"
"BLCM", "Bellicum Pharmaceuticals, "10.58"
"BNCL", "Beneficial Bancorp, "12.73"
"BNFT", "Benefitfocus, "27.69"
"BNTC", "Benitec Biopharma Limited", "$25.06M"
"BNTCW", "Benitec Biopharma Limited", "n/a"
"BGCP", "BGC Partners, "8.84"
"BGFV", "Big 5 Sporting Goods Corporation", "$281.87M"
"BIND", "BIND Therapeutics, "1.5"
"ORPN", "Bio Blast Pharma Ltd.", "$41.27M"
"BASI", "Bioanalytical Systems, "1.2"
"BCDA", "BioCardia, "n/a"
"BIOC", "Biocept, "1.38"
"BCRX", "BioCryst Pharmaceuticals, "2.17"
"BIOD", "Biodel Inc.", "$17.61M"
"BDSI", "BioDelivery Sciences International, "4.135"
"BIIB", "Biogen Inc.", "$58.09B"
"BIOL", "Biolase, "0.84"
"BLFS", "BioLife Solutions, "1.847"
"BLRX", "BioLineRx Ltd.", "$53.28M"
"BMRN", "BioMarin Pharmaceutical Inc.", "$12.55B"
"BVXV", "BiondVax Pharmaceuticals Ltd.", "$11.99M"
"BVXVW", "BiondVax Pharmaceuticals Ltd.", "n/a"
"BPTH", "Bio-Path Holdings, "1.47"
"BIOS", "BioScrip, "1.79"
"BBC", "BioShares Biotechnology Clinical Trials Fund", "$20.91M"
"BBP", "BioShares Biotechnology Products Fund", "$21.46M"
"BSTC", "BioSpecifics Technologies Corp", "$263.1M"
"BSPM", "Biostar Pharmaceuticals, "1.91"
"BOTA", "Biota Pharmaceuticals, "1.65"
"TECH", "Bio-Techne Corp", "$3.26B"
"BEAT", "BioTelemetry, "9.96"
"BITI", "Biotie Therapies Corp.", "$304.72M"
"BDMS", "Birner Dental Management Services, "10"
"BJRI", "BJ's Restaurants, "44.03"
"BBOX", "Black Box Corporation", "$170.44M"
"BDE", "Black Diamond, "4.2"
"BLKB", "Blackbaud, "55.62"
"BBRY", "BlackBerry Limited", "$3.77B"
"HAWK", "Blackhawk Network Holdings, "37.89"
"BKCC", "BlackRock Capital Investment Corporation", "$656.25M"
"ADRA", "BLDRS Asia 50 ADR Index Fund", "$21.67M"
"ADRD", "BLDRS Developed Markets 100 ADR Index Fund", "$59.62M"
"ADRE", "BLDRS Emerging Markets 50 ADR Index Fund", "$133.24M"
"ADRU", "BLDRS Europe 100 ADR Index Fund", "$14.14M"
"BLMN", "Bloomin' Brands, "15.1"
"BCOR", "Blucora, "6.27"
"BLBD", "Blue Bird Corporation", "$188.88M"
"BUFF", "Blue Buffalo Pet Products, "18.01"
"BBLU", "Blue Earth, "0.3181"
"BHBK", "Blue Hills Bancorp, "13.76"
"NILE", "Blue Nile, "27.59"
"BLUE", "bluebird bio, "54.24"
"BKEP", "Blueknight Energy Partners L.P., "4.49"
"BKEPP", "Blueknight Energy Partners L.P., "6.16"
"BPMC", "Blueprint Medicines Corporation", "$481.58M"
"ITEQ", "BlueStar TA-BIGITech Israel Technology ETF", "n/a"
"STCK", "BMC Stock Holdings, "14.28"
"BNCN", "BNC Bancorp", "$799.77M"
"BOBE", "Bob Evans Farms, "41.08"
"BOFI", "BofI Holding, "15.65"
"WIFI", "Boingo Wireless, "5.9"
"BOJA", "Bojangles', "14.59"
"BOKF", "BOK Financial Corporation", "$3.44B"
"BONA", "Bona Film Group Limited", "$849.85M"
"BNSO", "Bonso Electronics International, "1.29"
"BPFH", "Boston Private Financial Holdings, "10.11"
"BPFHP", "Boston Private Financial Holdings, "24.3861"
"BPFHW", "Boston Private Financial Holdings, "3.677"
"EPAY", "Bottomline Technologies, "27.71"
"BLVD", "Boulevard Acquisition Corp. II", "n/a"
"BLVDU", "Boulevard Acquisition Corp. II", "n/a"
"BLVDW", "Boulevard Acquisition Corp. II", "n/a"
"BOXL", "Boxlight Corporation", "n/a"
"BCLI", "Brainstorm Cell Therapeutics Inc.", "$43.84M"
"BBRG", "Bravo Brio Restaurant Group, "7.78"
"BBEP", "Breitburn Energy Partners LP", "$130.31M"
"BBEPP", "Breitburn Energy Partners LP", "$54.56M"
"BDGE", "Bridge Bancorp, "28.92"
"BLIN ", "Bridgeline Digital, "0.9"
"BRID", "Bridgford Foods Corporation", "$82.62M"
"BCOV", "Brightcove Inc.", "$192.76M"
"AVGO", "Broadcom Limited", "$36.13B"
"BSFT", "BroadSoft, "29.18"
"BVSN", "BroadVision, "5.9977"
"BYFC", "Broadway Financial Corporation", "$43.32M"
"BWEN", "Broadwind Energy, "1.8"
"BRCD", "Brocade Communications Systems, "8.52"
"BRKL", "Brookline Bancorp, "10.4"
"BRKS", "Brooks Automation, "9.09"
"BRKR", "Bruker Corporation", "$4.2B"
"BMTC", "Bryn Mawr Bank Corporation", "$434.54M"
"BLMT", "BSB Bancorp, "21.84"
"BSQR", "BSQUARE Corporation", "$59.74M"
"BWLD", "Buffalo Wild Wings, "154.55"
"BLDR", "Builders FirstSource, "7.03"
"BUR", "Burcon Nutrascience Corp", "$66.68M"
"CFFI", "C&F Financial Corporation", "$129.15M"
"CHRW", "C.H. Robinson Worldwide, "70.84"
"CA", "CA Inc.", "$12.01B"
"CCMP", "Cabot Microelectronics Corporation", "$888.71M"
"CDNS", "Cadence Design Systems, "20.95"
"CDZI", "Cadiz, "5.82"
"CACQ", "Caesars Acquisition Company", "$794.12M"
"CZR", "Caesars Entertainment Corporation", "$1.09B"
"CSTE", "CaesarStone Sdot-Yam Ltd.", "$1.18B"
"PRSS", "CafePress Inc.", "$58.29M"
"CLBS", "Caladrius Biosciences, "0.5601"
"CLMS", "Calamos Asset Management, "8.81"
"CHY", "Calamos Convertible and High Income Fund", "$655.48M"
"CHI", "Calamos Convertible Opportunities and Income Fund", "$578.46M"
"CCD", "Calamos Dynamic Convertible & Income Fund", "$379.3M"
"CFGE", "Calamos Focus Growth ETF", "$23.81M"
"CHW", "Calamos Global Dynamic Income Fund", "$369.38M"
"CGO", "Calamos Global Total Return Fund", "$84.73M"
"CSQ", "Calamos Strategic Total Return Fund", "$1.34B"
"CAMP", "CalAmp Corp.", "$636.32M"
"CVGW", "Calavo Growers, "50.78"
"CFNB", "California First National Bancorp", "$144.66M"
"CALA", "Calithera Biosciences, "5.91"
"CALD", "Callidus Software, "13.42"
"CALM", "Cal-Maine Foods, "49.04"
"CLMT", "Calumet Specialty Products Partners, "12.3"
"ABCD", "Cambium Learning Group, "4.03"
"CAC", "Camden National Corporation", "$397.65M"
"CAMT", "Camtek Ltd.", "$63.97M"
"CSIQ", "Canadian Solar Inc.", "$1.08B"
"CGIX", "Cancer Genetics, "2.17"
"CPHC", "Canterbury Park Holding Corporation", "$42.46M"
"CBNJ", "Cape Bancorp, "12.84"
"CPLA", "Capella Education Company", "$520.33M"
"CBF", "Capital Bank Financial Corp.", "$1.3B"
"CCBG", "Capital City Bank Group", "$247.91M"
"CPLP", "Capital Product Partners L.P.", "$428.02M"
"CSWC", "Capital Southwest Corporation", "$220.08M"
"CPTA", "Capitala Finance Corp.", "$168.37M"
"CLAC", "Capitol Acquisition Corp. III", "$387.28M"
"CLACU", "Capitol Acquisition Corp. III", "$241.25M"
"CLACW", "Capitol Acquisition Corp. III", "n/a"
"CFFN", "Capitol Federal Financial, "12.41"
"CAPN", "Capnia, "1.266"
"CAPNW", "Capnia, "0.25"
"CAPR", "Capricor Therapeutics, "2.36"
"CPST", "Capstone Turbine Corporation", "$29.5M"
"CARA", "Cara Therapeutics, "8.07"
"CARB", "Carbonite, "7.07"
"CBYL", "Carbylan Therapeutics, "0.6076"
"CRDC", "Cardica, "2.52"
"CFNL", "Cardinal Financial Corporation", "$620.05M"
"CRME", "Cardiome Pharma Corporation", "$100.94M"
"CSII", "Cardiovascular Systems, "8.89"
"CATM", "Cardtronics, "31.48"
"CDNA", "CareDx, "5.21"
"CECO", "Career Education Corporation", "$164.55M"
"CTRE", "CareTrust REIT, "10.49"
"CKEC", "Carmike Cinemas, "20.36"
"CLBH", "Carolina Bank Holdings Inc.", "$74.37M"
"CARO", "Carolina Financial Corporation", "$157.6M"
"CART", "Carolina Trust Bank", "$27.87M"
"CRZO", "Carrizo Oil & Gas, "24.07"
"TAST", "Carrols Restaurant Group, "12.91"
"CRTN", "Cartesian, "1.99"
"CARV", "Carver Bancorp, "3.16"
"CASM", "CAS Medical Systems, "1.69"
"CACB", "Cascade Bancorp", "$387.91M"
"CSCD", "Cascade Microtech, "19.87"
"CWST", "Casella Waste Systems, "5.84"
"CASY", "Caseys General Stores, "105.02"
"CASI", "CASI Pharmaceuticals, "0.85"
"CASS", "Cass Information Systems, "50.86"
"CATB", "Catabasis Pharmaceuticals, "4.46"
"CBIO", "Catalyst Biosciences, "2.18"
"CPRX", "Catalyst Pharmaceuticals, "1.16"
"CATY", "Cathay General Bancorp", "$2.22B"
"CATYW", "Cathay General Bancorp", "n/a"
"CVCO", "Cavco Industries, "79.57"
"CAVM", "Cavium, "57.6"
"CBFV", "CB Financial Services, "19.8"
"CNLM", "CB Pharma Acquisition Corp.", "$55.19M"
"CNLMR", "CB Pharma Acquisition Corp.", "n/a"
"CNLMU", "CB Pharma Acquisition Corp.", "n/a"
"CNLMW", "CB Pharma Acquisition Corp.", "n/a"
"CBOE", "CBOE Holdings, "61.8"
"CDK", "CDK Global, "43.3"
"CDW", "CDW Corporation", "$6.29B"
"CECE", "CECO Environmental Corp.", "$221.31M"
"CPXX", "Celator Pharmaceuticals Inc.", "$57.69M"
"CELG", "Celgene Corporation", "$82.32B"
"CELGZ", "Celgene Corporation", "n/a"
"CLDN", "Celladon Corporation", "$22.93M"
"CLDX", "Celldex Therapeutics, "7.49"
"CLRB", "Cellectar Biosciences, "0.535"
"CLRBW", "Cellectar Biosciences, "0.32"
"CLLS", "Cellectis S.A.", "$817.57M"
"CBMG", "Cellular Biomedicine Group, "18.07"
"CLSN", "Celsion Corporation", "$30.21M"
"CYAD", "Celyad SA", "$341.03M"
"CEMP", "Cempra, "19"
"CETX", "Cemtrex Inc.", "$17.22M"
"CSFL", "CenterState Banks, "14.3"
"CETV", "Central European Media Enterprises Ltd.", "$323.21M"
"CFBK", "Central Federal Corporation", "$21.65M"
"CENT", "Central Garden & Pet Company", "$737.25M"
"CENTA", "Central Garden & Pet Company", "$715.18M"
"CVCY", "Central Valley Community Bancorp", "$133.57M"
"CFCB", "Centrue Financial Corporation", "$103.91M"
"CENX", "Century Aluminum Company", "$456.39M"
"CNBKA", "Century Bancorp, "40.07"
"CNTY", "Century Casinos, "6.3"
"CPHD", "CEPHEID", "$2.15B"
"CRNT", "Ceragon Networks Ltd.", "$91.05M"
"CERC", "Cerecor Inc.", "$26.75M"
"CERCW", "Cerecor Inc.", "n/a"
"CERCZ", "Cerecor Inc.", "n/a"
"CERE", "Ceres, "0.263"
"CERN", "Cerner Corporation", "$18.07B"
"CERU", "Cerulean Pharma Inc.", "$57.43M"
"CERS", "Cerus Corporation", "$513.86M"
"KOOL", "Cesca Therapeutics Inc.", "$8.18M"
"CEVA", "CEVA, "18.78"
"CSBR", "Champions Oncology, "3.4001"
"CYOU", "Changyou.com Limited", "$922.31M"
"HOTR", "Chanticleer Holdings, "0.83"
"HOTRW", "Chanticleer Holdings, "0.0114"
"CTHR", "Charles & Colvard Ltd", "$17.95M"
"GTLS", "Chart Industries, "17.75"
"CHTR", "Charter Communications, "171.91"
"CHFN", "Charter Financial Corp.", "$197.67M"
"CHKP", "Check Point Software Technologies Ltd.", "$14.96B"
"CHEK", "Check-Cap Ltd.", "$29.71M"
"CHEKW", "Check-Cap Ltd.", "n/a"
"CEMI", "Chembio Diagnostics, "5.02"
"CHFC", "Chemical Financial Corporation", "$1.25B"
"CCXI", "ChemoCentryx, "3.66"
"CHMG", "Chemung Financial Corp", "$124.69M"
"CHKE", "Cherokee Inc.", "$154.43M"
"CHEV", "Cheviot Financial Corp", "$98.17M"
"CHMA", "Chiasma, "11.01"
"CBNK", "Chicopee Bancorp, "18.2"
"PLCE", "Children's Place, "65.43"
"CMRX", "Chimerix, "7.83"
"CADC", "China Advanced Construction Materials Group, "1.7"
"CALI", "China Auto Logistics Inc.", "$4.16M"
"CAAS", "China Automotive Systems, "4.33"
"CBAK", "China BAK Battery, "2.3695"
"CBPO", "China Biologic Products, "119.26"
"CCCL", "China Ceramics Co., "0.3998"
"CCCR", "China Commercial Credit, "0.31"
"CCRC", "China Customer Relations Centers, "9.65"
"JRJC", "China Finance Online Co. Limited", "$116.02M"
"HGSH", "China HGS Real Estate, "1.43"
"CHLN", "China Housing & Land Development, "2.83"
"CNIT", "China Information Technology, "1.26"
"CJJD", "China Jo-Jo Drugstores, "1.71"
"HTHT", "China Lodging Group, "27.32"
"CHNR", "China Natural Resources, "0.8501"
"CREG", "China Recycling Energy Corporation", "$24.58M"
"CSUN", "China Sunergy Co., "0.81"
"CNTF", "China TechFaith Wireless Communication Technology Limited", "$33.35M"
"CXDC", "China XD Plastics Company Limited", "$135.64M"
"CNYD", "China Yida Holding, "1.857"
"CCIH", "ChinaCache International Holdings Ltd.", "$182.53M"
"CNET", "ChinaNet Online Holdings, "0.71"
"IMOS", "ChipMOS TECHNOLOGIES (Bermuda) LTD.", "$491.1M"
"CHSCL", "CHS Inc", "n/a"
"CHSCM", "CHS Inc", "$486.02M"
"CHSCN", "CHS Inc", "$434.95M"
"CHSCO", "CHS Inc", "$318.52M"
"CHSCP", "CHS Inc", "$222.1M"
"CHDN", "Churchill Downs, "132.02"
"CHUY", "Chuy's Holdings, "30.79"
"CDTX", "Cidara Therapeutics, "10.87"
"CIFC", "CIFC LLC", "$154.48M"
"CMCT", "CIM Commercial Trust Corporation", "$1.65B"
"CMPR", "Cimpress N.V", "$2.71B"
"CINF", "Cincinnati Financial Corporation", "$10.23B"
"CIDM", "Cinedigm Corp", "$18.44M"
"CTAS", "Cintas Corporation", "$9.04B"
"CPHR", "Cipher Pharmaceuticals Inc.", "$113.09M"
"CRUS", "Cirrus Logic, "32.51"
"CSCO", "Cisco Systems, "26.46"
"CTRN", "Citi Trends, "18.01"
"CZNC", "Citizens & Northern Corp", "$246.87M"
"CZWI", "Citizens Community Bancorp, "9.06"
"CZFC", "Citizens First Corporation", "$26.97M"
"CIZN", "Citizens Holding Company", "$109.88M"
"CTXS", "Citrix Systems, "69.22"
"CHCO", "City Holding Company", "$665.13M"
"CIVB", "Civista Bancshares, "10.8584"
"CIVBP", "Civista Bancshares, "35.8"
"CDTI", "Clean Diesel Technologies, "0.53"
"CLNE", "Clean Energy Fuels Corp.", "$228.24M"
"CLNT", "Cleantech Solutions International, "1.43"
"CLFD", "Clearfield, "14.32"
"CLRO", "ClearOne, "12.2"
"CLIR", "ClearSign Combustion Corporation", "$46.55M"
"CBLI", "Cleveland BioLabs, "3.6"
"CSBK", "Clifton Bancorp Inc.", "$364.39M"
"CLVS", "Clovis Oncology, "19.86"
"CMFN", "CM Finance Inc", "$99.72M"
"CME", "CME Group Inc.", "$31.17B"
"CCNE", "CNB Financial Corporation", "$253.71M"
"CISG", "CNinsure Inc.", "$402.7M"
"CNV", "Cnova N.V.", "$1.1B"
"CWAY", "Coastway Bancorp, "12.4134"
"COBZ", "CoBiz Financial Inc.", "$437.91M"
"COKE", "Coca-Cola Bottling Co. Consolidated", "$1.57B"
"CDRB", "Code Rebel Corporation", "$24.17M"
"CDXS", "Codexis, "4.1"
"CVLY", "Codorus Valley Bancorp, "20.08"
"JVA", "Coffee Holding Co., "3.1799"
"CCOI", "Cogent Communications Holdings, "34.38"
"CGNT", "Cogentix Medical, "1.27"
"CGNX", "Cognex Corporation", "$3.09B"
"CTSH", "Cognizant Technology Solutions Corporation", "$34.42B"
"COHR", "Coherent, "80.55"
"CHRS", "Coherus BioSciences, "15.41"
"COHU", "Cohu, "11.42"
"CLCT", "Collectors Universe, "15.22"
"COLL", "Collegium Pharmaceutical, "21.16"
"CIGI", "Colliers International Group Inc. ", "$1.21B"
"CBAN", "Colony Bankcorp, "8.8001"
"CLCD", "CoLucid Pharmaceuticals, "5.52"
"COLB", "Columbia Banking System, "28.58"
"COLM", "Columbia Sportswear Company", "$4.14B"
"CMCO", "Columbus McKinnon Corporation", "$284.92M"
"CBMX", "CombiMatrix Corporation", "$4.97M"
"CMCSA", "Comcast Corporation", "$142.02B"
"CBSH", "Commerce Bancshares, "41.88"
"CBSHP", "Commerce Bancshares, "25.62"
"CUBN", "Commerce Union Bancshares, "13.623"
"CVGI", "Commercial Vehicle Group, "2.36"
"COMM", "CommScope Holding Company, "23.09"
"CSAL", "Communications Sales & Leasing, "16.61"
"JCS", "Communications Systems, "6.9"
"ESXB", "Community Bankers Trust Corporation.", "$109.02M"
"CCFI", "Community Choice Financial Inc.", "n/a"
"CYHHZ", "Community Health Systems, "0.0075"
"CTBI", "Community Trust Bancorp, "33.72"
"CWBC", "Community West Bancshares", "$57.01M"
"COB", "CommunityOne Bancorp", "$311.91M"
"CVLT", "CommVault Systems, "37.06"
"CGEN", "Compugen Ltd.", "$248.27M"
"CPSI", "Computer Programs and Systems, "54.55"
"CTG", "Computer Task Group, "5.65"
"SCOR", "comScore, "37.34"
"CHCI", "Comstock Holding Companies, "1.73"
"CMTL", "Comtech Telecommunications Corp.", "$316.42M"
"CNAT", "Conatus Pharmaceuticals Inc.", "$37.35M"
"CNCE", "Concert Pharmaceuticals, "14.06"
"CXRX", "Concordia Healthcare Corp.", "$1.49B"
"CCUR", "Concurrent Computer Corporation", "$49.81M"
"CDOR", "Condor Hospitality Trust, "0.8924"
"CDORO", "Condor Hospitality Trust, "16.01"
"CDORP", "Condor Hospitality Trust, "5.7501"
"CFMS", "ConforMIS, "8.34"
"CONG", "congatec Holding AG", "n/a"
"CNFR", "Conifer Holdings, "6.4"
"CNMD", "CONMED Corporation", "$1.03B"
"CTWS", "Connecticut Water Service, "41.75"
"CNOB", "ConnectOne Bancorp, "15.37"
"CNXR", "Connecture, "2.74"
"CONN", "Conn's, "17.21"
"CNSL", "Consolidated Communications Holdings, "20.22"
"CWCO", "Consolidated Water Co. Ltd.", "$161.08M"
"CPSS", "Consumer Portfolio Services, "4.25"
"CFRX", "ContraFect Corporation", "$95.36M"
"CFRXW", "ContraFect Corporation", "n/a"
"CTRV", "ContraVir Pharmaceuticals Inc", "$27.3M"
"CTRL", "Control4 Corporation", "$186.17M"
"CPRT", "Copart, "35.93"
"COYN", "COPsync, "1.66"
"COYNW", "COPsync, "0.6"
"CRBP", "Corbus Pharmaceuticals Holdings, "1.28"
"CORT", "Corcept Therapeutics Incorporated", "$424.23M"
"BVA", "Cordia Bancorp Inc.", "$25.92M"
"CORE", "Core-Mark Holding Company, "74.07"
"CORI", "Corium International, "5.69"
"CSOD", "Cornerstone OnDemand, "26.49"
"CRVL", "CorVel Corp.", "$856.89M"
"COSI", "Cosi, "0.65"
"CSGP", "CoStar Group, "170.09"
"COST", "Costco Wholesale Corporation", "$66.37B"
"CPAH", "CounterPath Corporation", "$10.4M"
"ICBK", "County Bancorp, "19.33"
"CVTI", "Covenant Transportation Group, "22.43"
"COVS", "Covisint Corporation", "$80.86M"
"COWN", "Cowen Group, "3.32"
"COWNL", "Cowen Group, "24.2805"
"PMTS", "CPI Card Group Inc.", "$451.81M"
"CPSH", "CPS Technologies Corp.", "$26.1M"
"CRAI", "CRA International, "17.53"
"CBRL", "Cracker Barrel Old Country Store, "140.67"
"BREW", "Craft Brew Alliance, "8.2"
"CRAY", "Cray Inc", "$1.7B"
"CACC", "Credit Acceptance Corporation", "$3.96B"
"GLDI", "Credit Suisse AG", "$145.8M"
"CREE", "Cree, "30.89"
"CRESY", "Cresud S.A.C.I.F. y A.", "$519.2M"
"CRTO", "Criteo S.A.", "$2.59B"
"CROX", "Crocs, "9.62"
"CCRN", "Cross Country Healthcare, "11.49"
"XRDC", "Crossroads Capital, "2.56"
"CRDS", "Crossroads Systems, "0.2352"
"CRWS", "Crown Crafts, "8.3"
"CRWN", "Crown Media Holdings, "4.46"
"CYRX", "CryoPort, "1.41"
"CYRXW", "CryoPort, "0.44"
"CSGS", "CSG Systems International, "37.98"
"CCLP", "CSI Compressco LP", "$135.73M"
"CSPI", "CSP Inc.", "$21.39M"
"CSWI", "CSW Industrials, "29.45"
"CSX", "CSX Corporation", "$23.92B"
"CTCM", "CTC Media, "1.87"
"CTIC", "CTI BioPharma Corp.", "$115.65M"
"CTIB", "CTI Industries Corporation", "$16.67M"
"CTRP", "Ctrip.com International, "41.39"
"CUNB", "CU Bancorp (CA)", "$366.42M"
"CUI", "CUI Global, "8.06"
"CPIX", "Cumberland Pharmaceuticals Inc.", "$73.87M"
"CMLS", "Cumulus Media Inc.", "$74.75M"
"CRIS", "Curis, "1.55"
"CUTR", "Cutera, "10.86"
"CVBF", "CVB Financial Corporation", "$1.61B"
"CVV", "CVD Equipment Corporation", "$51.23M"
"CYAN", "Cyanotech Corporation", "$25.19M"
"CYBR", "CyberArk Software Ltd.", "$1.15B"
"CYBE", "CyberOptics Corporation", "$60.64M"
"CYCC", "Cyclacel Pharmaceuticals, "0.34"
"CYCCP", "Cyclacel Pharmaceuticals, "5.95"
"CBAY", "Cymabay Therapeutics Inc.", "$25.56M"
"CYNA", "Cynapsus Therapeutics Inc.", "$168.46M"
"CYNO", "Cynosure, "37.1"
"CY", "Cypress Semiconductor Corporation", "$2.47B"
"CYRN", "CYREN Ltd.", "$43.01M"
"CONE", "CyrusOne Inc", "$2.43B"
"CYTK", "Cytokinetics, "6.79"
"CTMX", "CytomX Therapeutics, "12.72"
"CYTX", "Cytori Therapeutics Inc", "$26.63M"
"CTSO", "Cytosorbents Corporation", "$100.19M"
"CYTR", "CytRx Corporation", "$177.5M"
"DJCO", "Daily Journal Corp. (S.C.)", "$263.43M"
"DAKT", "Daktronics, "8.21"
"DAIO", "Data I/O Corporation", "$16.92M"
"DTLK", "Datalink Corporation", "$161.15M"
"DRAM", "Dataram Corporation", "$3.13M"
"DWCH", "Datawatch Corporation", "$55.42M"
"PLAY", "Dave & Buster's Entertainment, "34.37"
"DTEA", "DAVIDsTEA Inc.", "$228.4M"
"DWSN", "Dawson Geophysical Company", "$66.44M"
"DBVT", "DBV Technologies S.A.", "$967.23M"
"DHRM", "Dehaier Medical Systems Limited", "$10.41M"
"DFRG", "Del Frisco's Restaurant Group, "15.55"
"TACO", "Del Taco Restaurants, "9.71"
"TACOW", "Del Taco Restaurants, "2.1"
"DCTH", "Delcath Systems, "0.2739"
"DGAS", "Delta Natural Gas Company, "21.31"
"DELT", "Delta Technology Holdings Limited", "$9.09M"
"DELTW", "Delta Technology Holdings Limited", "n/a"
"DENN", "Denny's Corporation", "$774.06M"
"XRAY", "DENTSPLY International Inc.", "$7.83B"
"DEPO", "Depomed, "17.91"
"DSCI", "Derma Sciences, "3.39"
"DERM", "Dermira, "23.21"
"DEST", "Destination Maternity Corporation", "$108.1M"
"DXLG", "Destination XL Group, "4.55"
"DSWL", "Deswell Industries, "1.1999"
"DTRM", "Determine, "1.72"
"DXCM", "DexCom, "61.82"
"DHXM", "DHX Media Ltd.", "$157.6M"
"DMND", "Diamond Foods, "36.05"
"DHIL", "Diamond Hill Investment Group, "192.91"
"FANG", "Diamondback Energy, "70.44"
"DCIX", "Diana Containerships Inc.", "$27.64M"
"DRNA", "Dicerna Pharmaceuticals, "5.63"
"DFBG", "Differential Brands Group Inc.", "$11.31M"
"DGII", "Digi International Inc.", "$220.89M"
"DMRC", "Digimarc Corporation", "$274.21M"
"DRAD", "Digirad Corporation", "$86.79M"
"DGLY", "Digital Ally, "5.6"
"APPS", "Digital Turbine, "1.1"
"DCOM", "Dime Community Bancshares, "16.67"
"DMTX", "Dimension Therapeutics, "6.96"
"DIOD", "Diodes Incorporated", "$846.94M"
"DPRX", "Dipexium Pharmaceuticals, "6.15"
"DISCA", "Discovery Communications, "26.71"
"DISCB", "Discovery Communications, "24.3"
"DISCK", "Discovery Communications, "26.01"
"DSCO", "Discovery Laboratories, "2.43"
"DISH", "DISH Network Corporation", "$21.34B"
"DVCR", "Diversicare Healthcare Services Inc.", "$44.88M"
"SAUC", "Diversified Restaurant Holdings, "1.6"
"DLHC", "DLH Holdings Corp.", "$31.77M"
"DNBF", "DNB Financial Corp", "$82.61M"
"DLTR", "Dollar Tree, "80.88"
"DGICA", "Donegal Group, "14.75"
"DGICB", "Donegal Group, "13.64"
"DMLP", "Dorchester Minerals, "10"
"DORM", "Dorman Products, "47.04"
"EAGL", "Double Eagle Acquisition Corp.", "$597.5M"
"EAGLU", "Double Eagle Acquisition Corp.", "n/a"
"EAGLW", "Double Eagle Acquisition Corp.", "n/a"
"DDAY", "DraftDay Fantasy Sports, "0.275"
"DRWI", "DragonWave Inc", "$6.19M"
"DRWIW", "DragonWave Inc", "$42207.88"
"DWA", "Dreamworks Animation SKG, "22.01"
"DRYS", "DryShips Inc.", "$79.57M"
"DSKX", "DS Healthcare Group, "1.5303"
"DSPG", "DSP Group, "8.49"
"CADT", "DT Asia Investments Limited", "$89.72M"
"CADTR", "DT Asia Investments Limited", "n/a"
"CADTU", "DT Asia Investments Limited", "n/a"
"CADTW", "DT Asia Investments Limited", "n/a"
"DTSI", "DTS, "23"
"DLTH", "Duluth Holdings Inc.", "$527.07M"
"DNKN", "Dunkin' Brands Group, "44"
"DRRX", "Durect Corporation", "$136.19M"
"DXPE", "DXP Enterprises, "14.48"
"BOOM", "Dynamic Materials Corporation", "$91.83M"
"DYSL", "Dynasil Corporation of America", "$24.93M"
"DYNT", "Dynatronics Corporation", "$7.88M"
"DVAX", "Dynavax Technologies Corporation", "$788.1M"
"ETFC", "E*TRADE Financial Corporation", "$6.53B"
"EBMT", "Eagle Bancorp Montana, "11.5"
"EGBN", "Eagle Bancorp, "45.77"
"EGLE", "Eagle Bulk Shipping Inc.", "$27.01M"
"EGRX", "Eagle Pharmaceuticals, "63.16"
"ELNK", "EarthLink Holdings Corp.", "$581.59M"
"EWBC", "East West Bancorp, "29.83"
"EACQ", "Easterly Acquisition Corp.", "$242M"
"EACQU", "Easterly Acquisition Corp.", "n/a"
"EACQW", "Easterly Acquisition Corp.", "n/a"
"EML", "Eastern Company (The)", "$99.88M"
"EVBS", "Eastern Virginia Bankshares, "6.85"
"EBAY", "eBay Inc.", "$27.37B"
"EBIX", "Ebix, "34.23"
"ELON", "Echelon Corporation", "$24.07M"
"ECHO", "Echo Global Logistics, "24.94"
"ECTE", "Echo Therapeutics, "0.93"
"SATS", "EchoStar Corporation", "$3.39B"
"EEI", "Ecology and Environment, "9.3201"
"ECAC", "E-compass Acquisition Corp.", "$53.05M"
"ECACR", "E-compass Acquisition Corp.", "n/a"
"ECACU", "E-compass Acquisition Corp.", "n/a"
"ESES", "Eco-Stim Energy Solutions, "2.09"
"EDAP", "EDAP TMS S.A.", "$97.09M"
"EDGE", "Edge Therapeutics, "6.69"
"EDGW", "Edgewater Technology, "7.02"
"EDIT", "Editas Medicine, "16.7"
"EDUC", "Educational Development Corporation", "$42.18M"
"EFUT", "eFuture Holding Inc.", "$31.39M"
"EGAN", "eGain Corporation", "$111.25M"
"EGLT", "Egalet Corporation", "$215.76M"
"EHTH", "eHealth, "10.47"
"LOCO", "El Pollo Loco Holdings, "11.89"
"EMITF", "Elbit Imaging Ltd.", "$19.69M"
"ESLT", "Elbit Systems Ltd.", "$3.48B"
"ERI", "Eldorado Resorts, "9.65"
"ELRC", "Electro Rent Corporation", "$223.18M"
"ESIO", "Electro Scientific Industries, "6.92"
"EA", "Electronic Arts Inc.", "$18.51B"
"EFII", "Electronics for Imaging, "39"
"ELSE", "Electro-Sensors, "3.34"
"ELEC", "Electrum Special Acquisition Corporation", "$240M"
"ELECU", "Electrum Special Acquisition Corporation", "$245.5M"
"ELECW", "Electrum Special Acquisition Corporation", "n/a"
"EBIO", "Eleven Biotherapeutics, "0.2901"
"RDEN", "Elizabeth Arden, "5.98"
"CAPX", "Elkhorn S&P 500 Capital Expenditures Portfolio", "n/a"
"ESBK", "Elmira Savings Bank NY (The)", "$50.42M"
"LONG", "eLong, "17.32"
"ELTK", "Eltek Ltd.", "$12.27M"
"EMCI", "EMC Insurance Group Inc.", "$499.57M"
"EMCF", "Emclaire Financial Corp", "$51.14M"
"EMKR", "EMCORE Corporation", "$134.98M"
"EMMS", "Emmis Communications Corporation", "$23.73M"
"EMMSP", "Emmis Communications Corporation", "$1.62M"
"NYNY", "Empire Resorts, "15.69"
"ERS", "Empire Resources, "3.47"
"ENTA", "Enanta Pharmaceuticals, "29.23"
"ECPG", "Encore Capital Group Inc", "$571.69M"
"WIRE", "Encore Wire Corporation", "$719.03M"
"ENDP", "Endo International plc", "$11.72B"
"ECYT", "Endocyte, "3.28"
"ELGX", "Endologix, "7.17"
"EIGI", "Endurance International Group Holdings, "9.37"
"WATT", "Energous Corporation", "$83.05M"
"EFOI", "Energy Focus, "8.99"
"ERII", "Energy Recovery, "6.4"
"EXXI", "Energy XXI Ltd.", "$50.99M"
"ENOC", "EnerNOC, "5.31"
"ENG", "ENGlobal Corporation", "$24.41M"
"ENPH", "Enphase Energy, "2.24"
"ESGR", "Enstar Group Limited", "$2.96B"
"ENFC", "Entegra Financial Corp.", "$108.74M"
"ENTG", "Entegris, "12.01"
"ENTL", "Entellus Medical, "16.59"
"ETRM", "EnteroMedics Inc.", "$8.16M"
"EBTC", "Enterprise Bancorp Inc", "$230.74M"
"EFSC", "Enterprise Financial Services Corporation", "$539.23M"
"EGT", "Entertainment Gaming Asia Incorporated", "$25.73M"
"ENZN", "Enzon Pharmaceuticals, "0.4984"
"ENZY ", "Enzymotec Ltd.", "$180.31M"
"EPIQ", "EPIQ Systems, "11.43"
"EPRS", "EPIRUS Biopharmaceuticals, "3.06"
"EPZM", "Epizyme, "10.22"
"PLUS", "ePlus inc.", "$551.51M"
"EQIX", "Equinix, "290.65"
"EQFN", "Equitable Financial Corp.", "$29.56M"
"EQBK", "Equity Bancshares, "20.65"
"EAC ", "Erickson Incorporated", "$22.42M"
"ERIC", "Ericsson", "$30.27B"
"ERIE", "Erie Indemnity Company", "$4.51B"
"ESCA", "Escalade, "11.66"
"ESMC", "Escalon Medical Corp.", "$7.53M"
"ESPR", "Esperion Therapeutics, "16.68"
"ESSA", "ESSA Bancorp, "13.22"
"EPIX", "ESSA Pharma Inc.", "$77.95M"
"ESND", "Essendant Inc.", "$974.79M"
"ESSF", "ETRE REIT, "n/a"
"ETSY", "Etsy, "8.04"
"CLWT", "Euro Tech Holdings Company Limited", "$7.01M"
"EEFT", "Euronet Worldwide, "65.22"
"ESEA", "Euroseas Ltd.", "$17.84M"
"EVEP", "EV Energy Partners, "2.03"
"EVK", "Ever-Glory International Group, "2.31"
"EVLV", "EVINE Live Inc.", "$29.39M"
"EVOK", "Evoke Pharma, "3.47"
"EVOL", "Evolving Systems, "5.28"
"EXA", "Exa Corporation", "$155.18M"
"EXAS", "EXACT Sciences Corporation", "$636.79M"
"EXAC", "Exactech, "17.36"
"EXEL", "Exelixis, "4.41"
"EXFO", "EXFO Inc", "$67.2M"
"EXLS", "ExlService Holdings, "44.8"
"EXPE", "Expedia, "110.88"
"EXPD", "Expeditors International of Washington, "46.8"
"EXPO", "Exponent, "47.48"
"ESRX", "Express Scripts Holding Company", "$46.93B"
"EXTR", "Extreme Networks, "2.63"
"EYEG", "Eyegate Pharmaceuticals, "2.77"
"EYEGW", "Eyegate Pharmaceuticals, "0.65"
"EZCH", "EZchip Semiconductor Limited", "$762.17M"
"EZPW", "EZCORP, "2.88"
"FFIV", "F5 Networks, "91.52"
"FB", "Facebook, "105.2"
"FCS", "Fairchild Semiconductor International, "20.03"
"FRP", "FairPoint Communications, "13.84"
"FWM", "Fairway Group Holdings Corp.", "$17.21M"
"FALC", "FalconStor Software, "1.51"
"DAVE", "Famous Dave's of America, "6.18"
"FARM", "Farmer Brothers Company", "$434.56M"
"FFKT", "Farmers Capital Bank Corporation", "$191.34M"
"FMNB", "Farmers National Banc Corp.", "$223.32M"
"FARO", "FARO Technologies, "26.07"
"FAST", "Fastenal Company", "$12.81B"
"FATE", "Fate Therapeutics, "1.57"
"FBSS", "Fauquier Bankshares, "14.98"
"FBRC", "FBR & Co", "$112.27M"
"FDML", "Federal-Mogul Holdings Corporation", "$765.75M"
"FNHC", "Federated National Holding Company", "$339.12M"
"FEIC", "FEI Company", "$3.07B"
"FHCO", "Female Health Company (The)", "$47.17M"
"FENX", "Fenix Parts, "4.86"
"GSM", "Ferroglobe PLC", "$1.29B"
"FCSC", "Fibrocell Science Inc", "$105.36M"
"FGEN", "FibroGen, "19.81"
"ONEQ", "Fidelity Nasdaq Composite Index Tracking Stock", "$410.37M"
"LION", "Fidelity Southern Corporation", "$340.7M"
"FDUS", "Fidus Investment Corporation", "$214.15M"
"FRGI", "Fiesta Restaurant Group, "35.8"
"FSAM", "Fifth Street Asset Management Inc.", "$88.04M"
"FSC", "Fifth Street Finance Corp.", "$739.29M"
"FSCFL", "Fifth Street Finance Corp.", "n/a"
"FSFR", "Fifth Street Senior Floating Rate Corp.", "$212.46M"
"FITB", "Fifth Third Bancorp", "$12.24B"
"FITBI", "Fifth Third Bancorp", "$501.12M"
"FNGN", "Financial Engines, "26.54"
"FISI", "Financial Institutions, "26.86"
"FNSR", "Finisar Corporation", "$1.47B"
"FNJN", "Finjan Holdings, "0.99"
"FNTC", "FinTech Acquisition Corp.", "$133.9M"
"FNTCU", "FinTech Acquisition Corp.", "n/a"
"FNTCW", "FinTech Acquisition Corp.", "n/a"
"FEYE", "FireEye, "13.8"
"FBNC", "First Bancorp", "$369.99M"
"FNLC", "First Bancorp, "18.86"
"FRBA", "First Bank", "$52.05M"
"BUSE", "First Busey Corporation", "$540.57M"
"FBIZ", "First Business Financial Services, "21.4"
"FCAP", "First Capital, "25.45"
"FCFS", "First Cash Financial Services, "40.15"
"FCNCA", "First Citizens BancShares, "232.17"
"FCLF", "First Clover Leaf Financial Corp.", "$66.07M"
"FCBC", "First Community Bancshares, "17.82"
"FCCO", "First Community Corporation", "$89.91M"
"FCFP", "First Community Financial Partners, "7.23"
"FBNK", "First Connecticut Bancorp, "16.21"
"FDEF", "First Defiance Financial Corp.", "$351.31M"
"FFBC", "First Financial Bancorp.", "$1.03B"
"FFBCW", "First Financial Bancorp.", "n/a"
"FFIN", "First Financial Bankshares, "27.2"
"THFF", "First Financial Corporation Indiana", "$416.05M"
"FFNW", "First Financial Northwest, "13.05"
"FFWM", "First Foundation Inc.", "$343.52M"
"FGBI", "First Guaranty Bancshares, "15.81"
"INBK", "First Internet Bancorp", "$114.59M"
"FIBK", "First Interstate BancSystem, "26.45"
"FRME", "First Merchants Corporation", "$853.69M"
"FMBH", "First Mid-Illinois Bancshares, "25.7"
"FMBI", "First Midwest Bancorp, "16.61"
"FNBC", "First NBC Bank Holding Company", "$475.76M"
"FNFG", "First Niagara Financial Group Inc.", "$3.35B"
"FNWB", "First Northwest Bancorp", "$162.58M"
"FSFG", "First Savings Financial Group, "33.5"
"FSLR", "First Solar, "63.47"
"FSBK", "First South Bancorp Inc", "$81.89M"
"FPA", "First Trust Asia Pacific Ex-Japan AlphaDEX Fund", "$39.9M"
"BICK", "First Trust BICK Index Fund", "$7.59M"
"FBZ", "First Trust Brazil AlphaDEX Fund", "$2.15M"
"FCAN", "First Trust Canada AlphaDEX Fund", "$7.61M"
"FTCS", "First Trust Capital Strength ETF", "$116.55M"
"FCA", "First Trust China AlphaDEX Fund", "$15.71M"
"FDT", "First Trust Developed Markets Ex-US AlphaDEX Fund", "$141.33M"
"FDTS", "First Trust Developed Markets ex-US Small Cap AlphaDEX Fund", "$7.32M"
"FV", "First Trust Dorsey Wright Focus 5 ETF", "$3.63B"
"IFV", "First Trust Dorsey Wright International Focus 5 ETF", "$700.98M"
"FEM", "First Trust Emerging Markets AlphaDEX Fund", "$134.14M"
"FEMB", "First Trust Emerging Markets Local Currency Bond ETF", "n/a"
"FEMS", "First Trust Emerging Markets Small Cap AlphaDEX Fund", "$30.63M"
"FTSM", "First Trust Enhanced Short Maturity ETF", "$128.66M"
"FEP", "First Trust Europe AlphaDEX Fund", "$364.41M"
"FEUZ", "First Trust Eurozone AlphaDEX ETF", "$10.23M"
"FGM", "First Trust Germany AlphaDEX Fund", "$214.18M"
"FTGC", "First Trust Global Tactical Commodity Strategy Fund", "$171.39M"
"FTHI", "First Trust High Income ETF", "$5.66M"
"HYLS", "First Trust High Yield Long/Short ETF", "$441.12M"
"FHK", "First Trust Hong Kong AlphaDEX Fund", "$160.49M"
"FTAG", "First Trust Indxx Global Agriculture ETF", "$3.59M"
"FTRI", "First Trust Indxx Global Natural Resources Income ETF", "$10.37M"
"FPXI", "First Trust International IPO ETF", "n/a"
"YDIV", "First Trust International Multi-Asset Diversified Income Index", "$12.21M"
"SKYY", "First Trust ISE Cloud Computing Index Fund", "$438.54M"
"FJP", "First Trust Japan AlphaDEX Fund", "$86.36M"
"FLN", "First Trust Latin America AlphaDEX Fund", "$3.88M"
"FTLB", "First Trust Low Beta Income ETF", "$4.73M"
"LMBS", "First Trust Low Duration Mortgage Opportunities ETF", "n/a"
"FMB", "First Trust Managed Municipal ETF", "$21.22M"
"MDIV", "First Trust Multi-Asset Diversified Income Index Fund", "$868.75M"
"QABA", "First Trust NASDAQ ABA Community Bank Index Fund", "$93.1M"
"QCLN", "First Trust NASDAQ Clean Edge Green Energy Index Fund", "$64.79M"
"GRID", "First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index ", "$10.48M"
"CIBR", "First Trust NASDAQ Cybersecurity ETF", "n/a"
"CARZ", "First Trust NASDAQ Global Auto Index Fund", "$52.11M"
"RDVY", "First Trust NASDAQ Rising Dividend Achievers ETF", "$22.21M"
"FONE", "First Trust NASDAQ Smartphone Index Fund", "$10.27M"
"TDIV", "First Trust NASDAQ Technology Dividend Index Fund", "$522.28M"
"QQEW", "First Trust NASDAQ-100 Equal Weighted Index Fund", "$548.91M"
"QQXT", "First Trust NASDAQ-100 Ex-Technology Sector Index Fund", "$140.55M"
"QTEC", "First Trust NASDAQ-100- Technology Index Fund", "$299.19M"
"AIRR", "First Trust RBA American Industrial Renaissance ETF", "$47.22M"
"QINC", "First Trust RBA Quality Income ETF", "$10.04M"
"FTSL", "First Trust Senior Loan Fund ETF", "$303.27M"
"FKO", "First Trust South Korea AlphaDEX Fund", "$3.31M"
"FCVT", "First Trust SSI Strategic Convertible Securities ETF", "n/a"
"FDIV", "First Trust Strategic Income ETF", "$18.08M"
"FSZ", "First Trust Switzerland AlphaDEX Fund", "$216.98M"
"FTW", "First Trust Taiwan AlphaDEX Fund", "$8.41M"
"TUSA", "First Trust Total US Market AlphaDEX ETF", "$5.6M"
"FKU", "First Trust United Kingdom AlphaDEX Fund", "$240.07M"
"FUNC", "First United Corporation", "$59.04M"
"SVVC", "Firsthand Technology Value Fund, "7.25"
"FMER", "FirstMerit Corporation", "$3.24B"
"FSV", "FirstService Corporation", "$1.34B"
"FISV", "Fiserv, "95.86"
"FIVE", "Five Below, "37.54"
"FPRX", "Five Prime Therapeutics, "32.77"
"FIVN", "Five9, "7.07"
"FLML", "Flamel Technologies S.A.", "$377.8M"
"FLKS", "Flex Pharma, "7.45"
"FLXN", "Flexion Therapeutics, "13"
"SKOR", "FlexShares Credit-Scored US Corporate Bond Index Fund", "$7.52M"
"LKOR", "FlexShares Credit-Scored US Long Corporate Bond Index Fund", "n/a"
"MBSD", "FlexShares Disciplined Duration MBS Index Fund", "$21.07M"
"ASET", "FlexShares Real Assets Allocation Index Fund", "n/a"
"QLC", "FlexShares US Quality Large Cap Index Fund", "n/a"
"FLXS", "Flexsteel Industries, "40.98"
"FLEX", "Flextronics International Ltd.", "$5.82B"
"FLIR", "FLIR Systems, "30.88"
"FLDM", "Fluidigm Corporation", "$183.98M"
"FFIC", "Flushing Financial Corporation", "$591.88M"
"FOMX", "Foamix Pharmaceuticals Ltd.", "$188.23M"
"FOGO", "Fogo de Chao, "15.12"
"FONR", "Fonar Corporation", "$103.51M"
"FES", "Forbes Energy Services Ltd", "$6.64M"
"FORM", "FormFactor, "6.85"
"FORTY", "Formula Systems (1985) Ltd.", "$361.44M"
"FORR", "Forrester Research, "30.97"
"FTNT", "Fortinet, "26.18"
"FBIO", "Fortress Biotech, "3.14"
"FWRD", "Forward Air Corporation", "$1.23B"
"FORD", "Forward Industries, "1.4799"
"FWP", "Forward Pharma A/S", "$787.96M"
"FOSL", "Fossil Group, "44.3"
"FMI", "Foundation Medicine, "15.01"
"FXCB", "Fox Chase Bancorp, "19.1"
"FOXF", "Fox Factory Holding Corp.", "$546.13M"
"FRAN", "Francesca's Holdings Corporation", "$751.08M"
"FELE", "Franklin Electric Co., "28.52"
"FRED", "Fred's, "13.69"
"FREE", "FreeSeas Inc.", "$1723.8"
"RAIL", "Freightcar America, "19.63"
"FEIM", "Frequency Electronics, "9"
"FRPT", "Freshpet, "6.94"
"FTR", "Frontier Communications Corporation", "$5.16B"
"FTRPR", "Frontier Communications Corporation", "n/a"
"FRPH", "FRP Holdings, "31.49"
"FSBW", "FS Bancorp, "24.24"
"FTD", "FTD Companies, "23.93"
"FSYS", "Fuel Systems Solutions, "4.23"
"FTEK", "Fuel Tech, "1.65"
"FCEL", "FuelCell Energy, "5.17"
"FORK", "Fuling Global Inc.", "$51.68M"
"FULL", "Full Circle Capital Corporation", "$50.79M"
"FULLL", "Full Circle Capital Corporation", "n/a"
"FLL", "Full House Resorts, "1.41"
"FULT", "Fulton Financial Corporation", "$2.25B"
"FSNN", "Fusion Telecommunications International, "1.82"
"FFHL", "Fuwei Films (Holdings) Co., "0.7382"
"GK", "G&K Services, "66.05"
"WILC", "G. Willi-Food International, "3.95"
"GAIA", "Gaiam, "4.95"
"GLPG", "Galapagos NV", "$1.74B"
"GALT", "Galectin Therapeutics Inc.", "$27.28M"
"GALTU", "Galectin Therapeutics Inc.", "n/a"
"GALTW", "Galectin Therapeutics Inc.", "n/a"
"GALE", "Galena Biopharma, "0.8611"
"GLMD", "Galmed Pharmaceuticals Ltd.", "$56.06M"
"GLPI", "Gaming and Leisure Properties, "26.25"
"GPIC", "Gaming Partners International Corporation", "$79.13M"
"GRMN", "Garmin Ltd.", "$7.82B"
"GGAC", "Garnero Group Acquisition Company", "$182.49M"
"GGACR", "Garnero Group Acquisition Company", "n/a"
"GGACU", "Garnero Group Acquisition Company", "$132.34M"
"GGACW", "Garnero Group Acquisition Company", "n/a"
"GARS", "Garrison Capital Inc.", "$183.17M"
"GCTS", "GCT Semiconductor, "n/a"
"GLSS", "Gelesis, "n/a"
"GENC", "Gencor Industries Inc.", "$120.94M"
"GNCMA", "General Communication, "17.99"
"GFN", "General Finance Corporation", "$107.69M"
"GFNCP", "General Finance Corporation", "n/a"
"GFNSL", "General Finance Corporation", "n/a"
"GENE", "Genetic Technologies Ltd", "$25.04M"
"GNMK", "GenMark Diagnostics, "4.9"
"GNCA", "Genocea Biosciences, "4.07"
"GHDX", "Genomic Health, "27.42"
"GNST", "GenSight Biologics S.A.", "n/a"
"GNTX", "Gentex Corporation", "$4.25B"
"THRM", "Gentherm Inc", "$1.54B"
"GNVC", "GenVec, "0.42"
"GTWN", "Georgetown Bancorp, "19.4"
"GEOS", "Geospace Technologies Corporation", "$134.61M"
"GABC", "German American Bancorp, "31.23"
"GERN", "Geron Corporation", "$457.26M"
"GEVO", "Gevo, "0.41"
"ROCK", "Gibraltar Industries, "20.12"
"GIGM", "GigaMedia Limited", "$32.6M"
"GIGA", "Giga-tronics Incorporated", "$11.75M"
"GIII", "G-III Apparel Group, "49.13"
"GILT", "Gilat Satellite Networks Ltd.", "$171.41M"
"GILD", "Gilead Sciences, "89.36"
"GBCI", "Glacier Bancorp, "23.91"
"GLAD", "Gladstone Capital Corporation", "$144.81M"
"GLADO", "Gladstone Capital Corporation", "$49.96M"
"GOOD", "Gladstone Commercial Corporation", "$303.18M"
"GOODN", "Gladstone Commercial Corporation", "n/a"
"GOODO", "Gladstone Commercial Corporation", "$29.21M"
"GOODP", "Gladstone Commercial Corporation", "$25.58M"
"GAIN", "Gladstone Investment Corporation", "$198.58M"
"GAINN", "Gladstone Investment Corporation", "n/a"
"GAINO", "Gladstone Investment Corporation", "n/a"
"GAINP", "Gladstone Investment Corporation", "n/a"
"LAND", "Gladstone Land Corporation", "$71.41M"
"GLBZ", "Glen Burnie Bancorp", "$32.54M"
"GBT", "GLOBAL BLOOD THERAPEUTICS, "17.47"
"ENT", "Global Eagle Entertainment Inc.", "$729.46M"
"GBLI", "Global Indemnity plc", "$727.99M"
"GBLIZ", "Global Indemnity plc", "n/a"
"GPAC", "Global Partner Acquisition Corp.", "$190.57M"
"GPACU", "Global Partner Acquisition Corp.", "n/a"
"GPACW", "Global Partner Acquisition Corp.", "n/a"
"SELF", "Global Self Storage, "3.8876"
"GSOL", "Global Sources Ltd.", "$171.32M"
"ACTX", "Global X Guru Activist ETF", "n/a"
"QQQC", "Global X NASDAQ China Technology ETF", "$15.91M"
"SOCL", "Global X Social Media Index ETF", "$69.89M"
"ALTY", "Global X SuperDividend Alternatives ETF", "n/a"
"SRET", "Global X SuperDividend REIT ETF", "$2.42M"
"YLCO", "Global X Yieldco Index ETF", "$2.39M"
"GAI", "Global-Tech Advanced Innovations Inc.", "$25.97M"
"GBIM", "GlobeImmune, "1.44"
"GLBS", "Globus Maritime Limited", "$1.74M"
"GLRI", "Glori Energy Inc", "$6.05M"
"GLUU", "Glu Mobile Inc.", "$469.91M"
"GLYC", "GlycoMimetics, "5.15"
"GOGO", "Gogo Inc.", "$825.86M"
"GLNG", "Golar LNG Limited", "$1.49B"
"GMLP", "Golar LNG Partners LP", "$832.39M"
"GLDC", "Golden Enterprises, "4.6833"
"GDEN", "Golden Entertainment, "10.05"
"GOGL", "Golden Ocean Group Limited", "$139.87M"
"GBDC", "Golub Capital BDC, "16.04"
"GTIM", "Good Times Restaurants Inc.", "$50.39M"
"GPRO", "GoPro, "12.99"
"GMAN", "Gordmans Stores, "2.57"
"GRSH", "Gores Holdings, "9.734"
"GRSHU", "Gores Holdings, "10.09"
"GRSHW", "Gores Holdings, "0.27"
"GPIA", "GP Investments Acquisition Corp.", "$208.62M"
"GPIAU", "GP Investments Acquisition Corp.", "n/a"
"GPIAW", "GP Investments Acquisition Corp.", "n/a"
"LOPE", "Grand Canyon Education, "33.63"
"GRVY", "GRAVITY Co., "3.15"
"GBSN", "Great Basin Scientific, "0.2289"
"GLDD", "Great Lakes Dredge & Dock Corporation", "$217M"
"GSBC", "Great Southern Bancorp, "37.1"
"GNBC", "Green Bancorp, "7.15"
"GRBK", "Green Brick Partners, "5.73"
"GPP", "Green Plains Partners LP", "$424.71M"
"GPRE", "Green Plains, "14.31"
"GCBC", "Greene County Bancorp, "34.2646"
"GLRE", "Greenlight Reinsurance, "19.94"
"GRIF", "Griffin Industrial Realty, "22.54"
"GRFS", "Grifols, "15.35"
"GRPN", "Groupon, "3.79"
"OMAB", "Grupo Aeroportuario del Centro Norte S.A.B. de C.V.", "$1.83B"
"GGAL", "Grupo Financiero Galicia S.A.", "$3.72B"
"GSIG", "GSI Group, "12.57"
"GSIT", "GSI Technology, "3.52"
"GSVC", "GSV Capital Corp", "$112.06M"
"GTXI", "GTx, "0.7072"
"GBNK", "Guaranty Bancorp", "$326.77M"
"GFED", "Guaranty Federal Bancshares, "15.2"
"GUID", "Guidance Software, "4.95"
"GIFI", "Gulf Island Fabrication, "8.83"
"GURE", "Gulf Resources, "1.595"
"GPOR", "Gulfport Energy Corporation", "$3.1B"
"GWPH", "GW Pharmaceuticals Plc", "$1.04B"
"GWGH", "GWG Holdings, "5.6"
"GYRO", "Gyrodyne , "28.3"
"HEES", "H&E Equipment Services, "12.75"
"HLG", "Hailiang Education Group Inc.", "$242.17M"
"HNRG", "Hallador Energy Company", "$149.07M"
"HALL", "Hallmark Financial Services, "10.11"
"HALO", "Halozyme Therapeutics, "8.59"
"HBK", "Hamilton Bancorp, "13.9108"
"HMPR", "Hampton Roads Bankshares Inc", "$285.49M"
"HBHC", "Hancock Holding Company", "$1.85B"
"HBHCL", "Hancock Holding Company", "n/a"
"HNH", "Handy & Harman Ltd.", "$207.42M"
"HAFC", "Hanmi Financial Corporation", "$645.91M"
"HNSN", "Hansen Medical, "2.45"
"HQCL", "Hanwha Q CELLS Co., "15.87"
"HDNG", "Hardinge, "8.76"
"HLIT", "Harmonic Inc.", "$272.54M"
"HRMN", "Harmony Merger Corp.", "$148.58M"
"HRMNU", "Harmony Merger Corp.", "n/a"
"HRMNW", "Harmony Merger Corp.", "n/a"
"TINY", "Harris & Harris Group, "1.76"
"HART ", "Harvard Apparatus Regenerative Technology, "1.34"
"HBIO", "Harvard Bioscience, "2.86"
"HCAP", "Harvest Capital Credit Corporation", "$63.5M"
"HCAPL", "Harvest Capital Credit Corporation", "n/a"
"HAS", "Hasbro, "72.05"
"HA", "Hawaiian Holdings, "38.01"
"HCOM", "Hawaiian Telcom Holdco, "22.07"
"HWKN", "Hawkins, "34.11"
"HWBK", "Hawthorn Bancshares, "14.935"
"HAYN", "Haynes International, "31.61"
"HDS", "HD Supply Holdings, "25.91"
"HIIQ", "Health Insurance Innovations, "5.73"
"HCSG", "Healthcare Services Group, "34.13"
"HQY", "HealthEquity, "19.01"
"HSTM", "HealthStream, "22.35"
"HWAY", "Healthways, "10.71"
"HTLD", "Heartland Express, "18.93"
"HTLF", "Heartland Financial USA, "28.73"
"HTWR", "Heartware International, "34.39"
"HTBX", "Heat Biologics, "2.03"
"HSII", "Heidrick & Struggles International, "22.28"
"HELE", "Helen of Troy Limited", "$2.56B"
"HMNY", "Helios and Matheson Analytics Inc", "$3.47M"
"HMTV", "Hemisphere Media Group, "13.87"
"HNNA", "Hennessy Advisors, "27.48"
"HCAC", "Hennessy Capital Acquisition Corp. II", "$241.27M"
"HCACU", "Hennessy Capital Acquisition Corp. II", "n/a"
"HCACW", "Hennessy Capital Acquisition Corp. II", "n/a"
"HSIC", "Henry Schein, "164.01"
"HERO", "Hercules Offshore, "1.4"
"HTBK", "Heritage Commerce Corp", "$298.31M"
"HFWA", "Heritage Financial Corporation", "$513.04M"
"HEOP", "Heritage Oaks Bancorp", "$249.08M"
"HCCI", "Heritage-Crystal Clean, "8.01"
"MLHR", "Herman Miller, "24.79"
"HRTX", "Heron Therapeutics, "19.31"
"HSKA", "Heska Corporation", "$212.89M"
"HFFC", "HF Financial Corp.", "$116.03M"
"HIBB", "Hibbett Sports, "34.85"
"HPJ", "Highpower International Inc", "$33.22M"
"HIHO", "Highway Holdings Limited", "$12.96M"
"HIMX", "Himax Technologies, "8.41"
"HIFS", "Hingham Institution for Savings", "$253.11M"
"HSGX", "Histogenics Corporation", "$39.42M"
"HMNF", "HMN Financial, "11"
"HMSY", "HMS Holdings Corp", "$991.68M"
"HOLI", "Hollysys Automation Technologies, "18.33"
"HOLX", "Hologic, "34.47"
"HBCP", "Home Bancorp, "24.84"
"HOMB", "Home BancShares, "38.71"
"HFBL", "Home Federal Bancorp, "22.12"
"HMIN", "Homeinns Hotel Group", "$1.65B"
"HMST", "HomeStreet, "19.64"
"HTBI", "HomeTrust Bancshares, "17.51"
"CETC", "Hongli Clean Energy Technologies Corp.", "$7.08M"
"HOFT", "Hooker Furniture Corporation", "$312.24M"
"HFBC", "HopFed Bancorp, "11.468"
"HBNC", "Horizon Bancorp (IN)", "$285.91M"
"HZNP", "Horizon Pharma plc", "$2.98B"
"HRZN", "Horizon Technology Finance Corporation", "$118.08M"
"HDP", "Hortonworks, "9.51"
"HMHC", "Houghton Mifflin Harcourt Company", "$2.33B"
"HWCC", "Houston Wire & Cable Company", "$94.89M"
"HOVNP", "Hovnanian Enterprises Inc", "$16.65M"
"HBMD", "Howard Bancorp, "12"
"HSNI", "HSN, "45.64"
"HTGM", "HTG Molecular Diagnostics, "2.3655"
"HUBG", "Hub Group, "36.5"
"HSON", "Hudson Global, "2.66"
"HDSN", "Hudson Technologies, "3"
"HBAN", "Huntington Bancshares Incorporated", "$6.99B"
"HBANP", "Huntington Bancshares Incorporated", "n/a"
"HURC", "Hurco Companies, "25.92"
"HURN", "Huron Consulting Group Inc.", "$1.2B"
"HTCH", "Hutchinson Technology Incorporated", "$125.78M"
"HBP", "Huttig Building Products, "3.28"
"HDRA", "Hydra Industries Acquisition Corp.", "$97.4M"
"HDRAR", "Hydra Industries Acquisition Corp.", "n/a"
"HDRAU", "Hydra Industries Acquisition Corp.", "n/a"
"HDRAW", "Hydra Industries Acquisition Corp.", "n/a"
"HYGS", "Hydrogenics Corporation", "$98.57M"
"IDSY", "I.D. Systems, "4.05"
"IAC", "IAC/InterActiveCorp", "$3.64B"
"IKGH", "Iao Kun Group Holding Company Limited", "$82.1M"
"IBKC", "IBERIABANK Corporation", "$1.95B"
"IBKCP", "IBERIABANK Corporation", "n/a"
"ICAD", "icad inc.", "$64.02M"
"IEP", "Icahn Enterprises L.P.", "$7B"
"ICFI", "ICF International, "32.94"
"ICLR", "ICON plc", "$3.95B"
"ICON", "Iconix Brand Group, "7.99"
"ICUI", "ICU Medical, "88.55"
"IPWR", "Ideal Power Inc.", "$46.81M"
"INVE", "Identiv, "1.73"
"IDRA", "Idera Pharmaceuticals, "1.92"
"IDXX", "IDEXX Laboratories, "71.52"
"DSKY", "iDreamSky Technology Limited", "$576.52M"
"IROQ", "IF Bancorp, "17.27"
"IRG", "Ignite Restaurant Group, "3.57"
"RXDX", "Ignyta, "7.08"
"IIVI", "II-VI Incorporated", "$1.25B"
"KANG", "iKang Healthcare Group, "20.99"
"IKNX", "Ikonics Corporation", "$23.53M"
"ILMN", "Illumina, "155.63"
"ISNS", "Image Sensing Systems, "2.99"
"IMMR", "Immersion Corporation", "$231.94M"
"ICCC", "ImmuCell Corporation", "$18.91M"
"IMDZ", "Immune Design Corp.", "$222.38M"
"IMNP ", "Immune Pharmaceuticals Inc.", "$18.47M"
"IMGN", "ImmunoGen, "7.8"
"IMMU", "Immunomedics, "2.29"
"IPXL", "Impax Laboratories, "35.71"
"IMMY", "Imprimis Pharmaceuticals, "4.19"
"INCR", "INC Research Holdings, "39.28"
"SAAS", "inContact, "8.8"
"INCY", "Incyte Corporation", "$13.94B"
"INDB", "Independent Bank Corp.", "$1.14B"
"IBCP", "Independent Bank Corporation", "$322.2M"
"IBTX", "Independent Bank Group, "28.1"
"IDSA", "Industrial Services of America, "1.15"
"INFN", "Infinera Corporation", "$2.09B"
"INFI", "Infinity Pharmaceuticals, "6.36"
"IPCC", "Infinity Property and Casualty Corporation", "$891.12M"
"III", "Information Services Group, "3.23"
"IFON", "InfoSonics Corp", "$25.47M"
"IMKTA", "Ingles Markets, "35.38"
"INWK", "InnerWorkings, "6.54"
"INNL", "Innocoll AG", "$171.71M"
"INOD", "Innodata Inc.", "$61.67M"
"IPHS", "Innophos Holdings, "27.93"
"IOSP", "Innospec Inc.", "$1.06B"
"ISSC", "Innovative Solutions and Support, "2.66"
"INVA", "Innoviva, "12.85"
"INGN", "Inogen, "32.5"
"ITEK", "Inotek Pharmaceuticals Corporation", "$201.51M"
"INOV", "Inovalon Holdings, "18.92"
"INO", "Inovio Pharmaceuticals, "6.92"
"NSIT", "Insight Enterprises, "24.37"
"ISIG", "Insignia Systems, "2.72"
"INSM", "Insmed, "13.48"
"IIIN", "Insteel Industries, "26.08"
"PODD", "Insulet Corporation", "$1.57B"
"INSY", "Insys Therapeutics, "17.8"
"NTEC", "Intec Pharma Ltd.", "$40.41M"
"IART", "Integra LifeSciences Holdings Corporation", "$2.12B"
"IDTI", "Integrated Device Technology, "18.35"
"IESC", "Integrated Electrical Services, "11.42"
"INTC", "Intel Corporation", "$139.22B"
"IQNT", "Inteliquent, "17.87"
"IPCI", "Intellipharmaceutics International Inc.", "$54.01M"
"IPAR", "Inter Parfums, "25.46"
"IBKR", "Interactive Brokers Group, "33.02"
"ININ", "Interactive Intelligence Group, "27.21"
"ICPT", "Intercept Pharmaceuticals, "124.66"
"ICLD", "InterCloud Systems, "0.58"
"ICLDW", "InterCloud Systems, "0.15"
"IDCC", "InterDigital, "44.86"
"TILE", "Interface, "16.74"
"IMI", "Intermolecular, "2.18"
"INAP", "Internap Corporation", "$160.82M"
"IBOC", "International Bancshares Corporation", "$1.5B"
"ISCA", "International Speedway Corporation", "$1.59B"
"IGLD", "Internet Gold Golden Lines Ltd.", "$249.64M"
"IIJI", "Internet Initiative Japan, "9.225"
"IDXG", "Interpace Diagnostics Group, "0.284"
"XENT", "Intersect ENT, "18.34"
"INTX", "Intersections, "2.63"
"ISIL", "Intersil Corporation", "$1.65B"
"IILG", "Interval Leisure Group, "11.66"
"IVAC", "Intevac, "4.29"
"INTL", "INTL FCStone Inc.", "$493.74M"
"INTLL", "INTL FCStone Inc.", "n/a"
"ITCI", "Intra-Cellular Therapies Inc.", "$1.31B"
"IIN", "IntriCon Corporation", "$38.55M"
"INTU", "Intuit Inc.", "$25.97B"
"ISRG", "Intuitive Surgical, "541.86"
"INVT", "Inventergy Global, "2.06"
"SNAK", "Inventure Foods, "5.55"
"ISTR", "Investar Holding Corporation", "$105.62M"
"ISBC", "Investors Bancorp, "11.43"
"ITIC", "Investors Title Company", "$174.6M"
"NVIV", "InVivo Therapeutics Holdings Corp.", "$127.76M"
"IVTY", "Invuity, "7.85"
"IONS", "Ionis Pharmaceuticals, "38.74"
"IPAS", "iPass Inc.", "$59.08M"
"IPGP", "IPG Photonics Corporation", "$4.37B"
"IRMD", "iRadimed Corporation", "$191.94M"
"IRIX", "IRIDEX Corporation", "$92.2M"
"IRDM", "Iridium Communications Inc", "$693.13M"
"IRDMB", "Iridium Communications Inc", "$135.93M"
"IRBT", "iRobot Corporation", "$876.45M"
"IRWD", "Ironwood Pharmaceuticals, "8.76"
"IRCP", "IRSA Propiedades Comerciales S.A.", "$1.01B"
"SLQD", "iShares 0-5 Year Investment Grade Corporate Bond ETF", "$72.31M"
"TLT", "iShares 20+ Year Treasury Bond ETF", "$5.2B"
"AIA", "iShares Asia 50 ETF", "$329.87M"
"COMT", "iShares Commodities Select Strategy ETF", "$216.4M"
"IXUS", "iShares Core MSCI Total International Stock ETF", "$1.52B"
"IFEU", "iShares FTSE EPRA/NAREIT Europe Index Fund", "$55.68M"
"IFGL", "iShares FTSE EPRA/NAREIT Global Real Estate ex-U.S. Index Fund", "$853.05M"
"IGF", "iShares Global Infrastructure ETF", "$1.06B"
"GNMA", "iShares GNMA Bond ETF", "$60.73M"
"JKI", "iShares Morningstar Mid-Cap ETF", "$192.07M"
"ACWX", "iShares MSCI ACWI ex US Index Fund", "$1.64B"
"ACWI", "iShares MSCI ACWI Index Fund", "$5.68B"
"AAXJ", "iShares MSCI All Country Asia ex Japan Index Fund", "$2.8B"
"EWZS", "iShares MSCI Brazil Small-Cap ETF", "$20.99M"
"MCHI", "iShares MSCI China ETF", "$1.52B"
"SCZ", "iShares MSCI EAFE Small-Cap ETF", "$4.62B"
"EEMA", "iShares MSCI Emerging Markets Asia Index Fund", "$129.22M"
"EEML", "iShares MSCI Emerging Markets Latin America Index Fund", "$7.11M"
"EUFN", "iShares MSCI Europe Financials Sector Index Fund", "$334.76M"
"IEUS", "iShares MSCI Europe Small-Cap ETF", "$47.56M"
"ENZL", "iShares MSCI New Zealand Capped ETF", "$119.16M"
"QAT", "iShares MSCI Qatar Capped ETF", "$40.5M"
"UAE", "iShares MSCI UAE Capped ETF", "$25.21M"
"IBB", "iShares Nasdaq Biotechnology Index Fund", "$6.64B"
"SOXX", "iShares PHLX SOX Semiconductor Sector Index Fund", "$373.46M"
"EMIF", "iShares S&P Emerging Markets Infrastructure Index Fund", "$51.19M"
"ICLN", "iShares S&P Global Clean Energy Index Fund", "$63.83M"
"WOOD", "iShares S&P Global Timber & Forestry Index Fund", "$223.31M"
"INDY", "iShares S&P India Nifty 50 Index Fund", "$764.6M"
"ISHG", "iShares S&P/Citigroup 1-3 Year International Treasury Bond Fun", "$148M"
"IGOV", "iShares S&P/Citigroup International Treasury Bond Fund", "$434.82M"
"ISLE", "Isle of Capri Casinos, "12.04"
"ISRL", "Isramco, "84"
"ITI", "Iteris, "2.35"
"ITRI", "Itron, "36.5"
"ITRN", "Ituran Location and Control Ltd.", "$421.85M"
"ITUS", "ITUS Corporation", "$25.48M"
"XXIA", "Ixia", "$742.39M"
"IXYS", "IXYS Corporation", "$345.7M"
"JJSF", "J & J Snack Foods Corp.", "$2.01B"
"MAYS", "J. W. Mays, "50.5"
"JBHT", "J.B. Hunt Transport Services, "77.09"
"JCOM", "j2 Global, "75.43"
"JASO", "JA Solar Holdings, Ltd."
"JKHY", "Jack Henry & Associates, "80.02"
"JACK", "Jack In The Box Inc.", "$2.75B"
"JXSB", "Jacksonville Bancorp Inc.", "$43.41M"
"JAXB", "Jacksonville Bancorp, "15.5"
"JAGX", "Jaguar Animal Health, "1.71"
"JAKK", "JAKKS Pacific, "6.71"
"JMBA", "Jamba, "12.97"
"JRVR", "James River Group Holdings, "31.52"
"ERW", "Janus Equal Risk Weighted Large Cap ETF", "$25.21M"
"JASN", "Jason Industries, "2.8"
"JASNW", "Jason Industries, "0.055"
"JAZZ", "Jazz Pharmaceuticals plc", "$7.55B"
"JD", "JD.com, "25.72"
"JBLU", "JetBlue Airways Corporation", "$6.77B"
"JTPY", "JetPay Corporation", "$36.12M"
"JCTCF", "Jewett-Cameron Trading Company", "$26.16M"
"DATE", "Jiayuan.com International Ltd.", "$241M"
"JST", "Jinpan International Limited", "$85.7M"
"JIVE", "Jive Software, "3.22"
"WYIG", "JM Global Holding Company", "$62.15M"
"WYIGU", "JM Global Holding Company", "$63.98M"
"WYIGW", "JM Global Holding Company", "n/a"
"JBSS", "John B. Sanfilippo & Son, "65.3"
"JOUT", "Johnson Outdoors Inc.", "$223.1M"
"JNP", "Juniper Pharmaceuticals, "7.97"
"JUNO", "Juno Therapeutics, "34.44"
"KTWO", "K2M Group Holdings, "13.08"
"KALU", "Kaiser Aluminum Corporation", "$1.35B"
"KMDA", "Kamada Ltd.", "$132.2M"
"KNDI", "Kandi Technologies Group, "7.42"
"KPTI", "Karyopharm Therapeutics Inc.", "$230.83M"
"KBSF", "KBS Fashion Group Limited", "$10.93M"
"KCAP", "KCAP Financial, "2.85"
"KRNY", "Kearny Financial", "$1.14B"
"KELYA", "Kelly Services, "16.44"
"KELYB", "Kelly Services, "16"
"KMPH", "KemPharm, "15.69"
"KFFB", "Kentucky First Federal Bancorp", "$75.95M"
"KERX", "Keryx Biopharmaceuticals, "3.89"
"GMCR", "Keurig Green Mountain, "90.4"
"KEQU", "Kewaunee Scientific Corporation", "$45.07M"
"KTEC", "Key Technology, "6.35"
"KTCC", "Key Tronic Corporation", "$82.26M"
"KFRC", "Kforce, "15.64"
"KE", "Kimball Electronics, "10.95"
"KBAL", "Kimball International, "10.48"
"KIN", "Kindred Biosciences, "3.91"
"KGJI", "Kingold Jewelry Inc.", "$58.05M"
"KINS", "Kingstone Companies, "7.75"
"KONE", "Kingtone Wirelessinfo Solution Holding Ltd", "$3.25M"
"KIRK", "Kirkland's, "13.78"
"KITE", "Kite Pharma, "48.13"
"KTOV", "Kitov Pharamceuticals Holdings Ltd.", "$10.13M"
"KTOVW", "Kitov Pharamceuticals Holdings Ltd.", "n/a"
"KLAC", "KLA-Tencor Corporation", "$10.21B"
"KLOX", "Klox Technologies Inc.", "n/a"
"KLXI", "KLX Inc.", "$1.53B"
"KONA", "Kona Grill, "13.66"
"KZ", "KongZhong Corporation", "$331.24M"
"KOPN", "Kopin Corporation", "$125.62M"
"KRNT", "Kornit Digital Ltd.", "$328.33M"
"KOSS", "Koss Corporation", "$15.5M"
"KWEB", "KraneShares CSI China Internet ETF", "$111.66M"
"KTOS", "Kratos Defense & Security Solutions, "3.28"
"KUTV", "Ku6 Media Co., "0.82"
"KLIC", "Kulicke and Soffa Industries, "11.33"
"KURA", "Kura Oncology, "4.01"
"KVHI", "KVH Industries, "8.74"
"FSTR", "L.B. Foster Company", "$131.07M"
"LJPC", "La Jolla Pharmaceutical Company", "$313.57M"
"LSBK", "Lake Shore Bancorp, "13.15"
"LSBG", "Lake Sunapee Bank Group", "$115.87M"
"LBAI", "Lakeland Bancorp, "10.23"
"LKFN", "Lakeland Financial Corporation", "$701.71M"
"LAKE", "Lakeland Industries, "12.04"
"LRCX", "Lam Research Corporation", "$11B"
"LAMR", "Lamar Advertising Company", "$6.04B"
"LANC", "Lancaster Colony Corporation", "$2.75B"
"LNDC", "Landec Corporation", "$311.42M"
"LARK", "Landmark Bancorp Inc.", "$86.48M"
"LMRK", "Landmark Infrastructure Partners LP", "$188.77M"
"LE", "Lands' End, "23.34"
"LSTR", "Landstar System, "60.74"
"LNTH", "Lantheus Holdings, "1.96"
"LTRX", "Lantronix, "0.938"
"LPSB", "LaPorte Bancorp, "14.4888"
"LSCC", "Lattice Semiconductor Corporation", "$561.23M"
"LAWS", "Lawson Products, "19.68"
"LAYN", "Layne Christensen Company", "$108.89M"
"LCNB", "LCNB Corporation", "$159.47M"
"LDRH", "LDR Holding Corporation", "$550.7M"
"LBIX", "Leading Brands Inc", "$5.6M"
"LGCY", "Legacy Reserves LP", "$68.67M"
"LGCYO", "Legacy Reserves LP", "$15.89M"
"LGCYP", "Legacy Reserves LP", "$4.88M"
"LTXB", "LegacyTexas Financial Group, "18.3"
"DDBI", "Legg Mason Developed EX-US Diversified Core ETF", "n/a"
"EDBI", "Legg Mason Emerging Markets Diversified Core ETF", "n/a"
"LVHD", "Legg Mason Low Volatility High Dividend ETF", "n/a"
"UDBI", "Legg Mason US Diversified Core ETF", "n/a"
"LMAT", "LeMaitre Vascular, "13.03"
"TREE", "LendingTree, "62.15"
"LXRX", "Lexicon Pharmaceuticals, "9.33"
"LGIH", "LGI Homes, "21.6"
"LHCG", "LHC Group", "$639.92M"
"LBRDA", "Liberty Broadband Corporation", "$4.86B"
"LBRDK", "Liberty Broadband Corporation", "$4.81B"
"LBTYA", "Liberty Global plc", "$32.1B"
"LBTYB", "Liberty Global plc", "$26.96B"
"LBTYK", "Liberty Global plc", "$30.99B"
"LILA", "Liberty Global plc", "$29.24B"
"LILAK", "Liberty Global plc", "$31.24B"
"LVNTA", "Liberty Interactive Corporation", "$23.46B"
"LVNTB", "Liberty Interactive Corporation", "$22.82B"
"QVCA", "Liberty Interactive Corporation", "$15.9B"
"QVCB", "Liberty Interactive Corporation", "$15.76B"
"LMCA", "Liberty Media Corporation", "$11.24B"
"LMCB", "Liberty Media Corporation", "$11.54B"
"LMCK", "Liberty Media Corporation", "$11.03B"
"TAX", "Liberty Tax, "18.51"
"LTRPA", "Liberty TripAdvisor Holdings, "21.14"
"LTRPB", "Liberty TripAdvisor Holdings, "19.9201"
"LPNT", "LifePoint Health, "63.46"
"LCUT", "Lifetime Brands, "11.94"
"LFVN", "Lifevantage Corporation", "$114.03M"
"LWAY", "Lifeway Foods, "10.3"
"LGND", "Ligand Pharmaceuticals Incorporated", "$1.8B"
"LTBR", "Lightbridge Corporation", "$12.92M"
"LPTH", "LightPath Technologies, "2.16"
"LLEX", "Lilis Energy, "0.1439"
"LIME", "Lime Energy Co.", "$26.4M"
"LLNW", "Limelight Networks, "1.19"
"LMNR", "Limoneira Co", "$179.42M"
"LINC", "Lincoln Educational Services Corporation", "$59.91M"
"LECO", "Lincoln Electric Holdings, "58.14"
"LIND", "Lindblad Expeditions Holdings Inc.", "$457.68M"
"LINDW", "Lindblad Expeditions Holdings Inc.", "n/a"
"LLTC", "Linear Technology Corporation", "$10.45B"
"LNCO", "Linn Co, "0.282"
"LINE", "Linn Energy, "0.68"
"LBIO", "Lion Biotechnologies, "5.36"
"LIOX", "Lionbridge Technologies, "4.54"
"LPCN", "Lipocine Inc.", "$177.79M"
"LQDT", "Liquidity Services, "4.58"
"LFUS", "Littelfuse, "113.53"
"LIVN", "LivaNova PLC", "$2.9B"
"LOB", "Live Oak Bancshares, "13.6"
"LIVE", "Live Ventures Incorporated", "$25.87M"
"LPSN", "LivePerson, "4.62"
"LKQ", "LKQ Corporation", "$7.95B"
"LMFA", "LM Funding America, "9.01"
"LMFAW", "LM Funding America, "0.6939"
"LMIA", "LMI Aerospace, "9.3"
"LOGI", "Logitech International S.A.", "$2.43B"
"LOGM", "LogMein, "49.81"
"LOJN", "LoJack Corporation", "$124.24M"
"EVAR", "Lombard Medical, "0.7852"
"CNCR", "Loncar Cancer Immunotherapy ETF", "n/a"
"LORL", "Loral Space and Communications, "31.34"
"LOXO", "Loxo Oncology, "19.13"
"LPTN", "Lpath, "0.172"
"LPLA", "LPL Financial Holdings Inc.", "$2B"
"LRAD", "LRAD Corporation", "$50.03M"
"LYTS", "LSI Industries Inc.", "$280.72M"
"LULU", "lululemon athletica inc.", "$7.79B"
"LITE", "Lumentum Holdings Inc.", "$1.44B"
"LMNX", "Luminex Corporation", "$775.54M"
"LMOS", "Lumos Networks Corp.", "$270.35M"
"LUNA", "Luna Innovations Incorporated", "$24.88M"
"MBTF", "M B T Financial Corp", "$180.75M"
"MTSI", "M/A-COM Technology Solutions Holdings, "38.29"
"MCBC", "Macatawa Bank Corporation", "$197.44M"
"MFNC", "Mackinac Financial Corporation", "$62.86M"
"MCUR", "MACROCURE LTD.", "$16.89M"
"MGNX", "MacroGenics, "17.54"
"MAGS", "Magal Security Systems Ltd.", "$68.46M"
"MGLN", "Magellan Health, "55.88"
"MPET", "Magellan Petroleum Corporation", "$6.11M"
"MGIC", "Magic Software Enterprises Ltd.", "$269.02M"
"CALL", "magicJack VocalTec Ltd", "$120.97M"
"MNGA", "MagneGas Corporation", "$47.81M"
"MGYR", "Magyar Bancorp, "10"
"MHLD", "Maiden Holdings, "13.36"
"MHLDO", "Maiden Holdings, "48.63"
"MSFG", "MainSource Financial Group, "20.47"
"COOL", "Majesco Entertainment Company", "$8.92M"
"MMYT", "MakeMyTrip Limited", "$680.2M"
"MBUU", "Malibu Boats, "14.03"
"MLVF", "Malvern Bancorp, "16.46"
"MAMS", "MAM Software Group, "5.97"
"MANH", "Manhattan Associates, "54.02"
"LOAN", "Manhattan Bridge Capital, "3.97"
"MNTX", "Manitex International, "4.79"
"MTEX", "Mannatech, "17.28"
"MNKD", "MannKind Corporation", "$409.49M"
"MANT", "ManTech International Corporation", "$1.02B"
"MAPI", "Mapi - Pharma Ltd.", "n/a"
"MARA", "Marathon Patent Group, "2.39"
"MCHX", "Marchex, "3.86"
"MARPS", "Marine Petroleum Trust", "$7.02M"
"MRNS", "Marinus Pharmaceuticals, "4.65"
"BBH", "Market Vectors Biotech ETF", "$632.09M"
"GNRX", "Market Vectors Generic Drugs ETF", "n/a"
"PPH", "Market Vectors Pharmaceutical ETF", "$332.82M"
"MKTX", "MarketAxess Holdings, "114.15"
"MKTO", "Marketo, "15.59"
"MRKT", "Markit Ltd.", "$5.72B"
"MRLN", "Marlin Business Services Corp.", "$173.93M"
"MAR", "Marriott International", "$17.15B"
"MBII", "Marrone Bio Innovations, "1.02"
"MRTN", "Marten Transport, "17.46"
"MMLP", "Martin Midstream Partners L.P.", "$553.83M"
"MRVL", "Marvell Technology Group Ltd.", "$4.81B"
"MASI", "Masimo Corporation", "$1.85B"
"MTCH", "Match Group, "10.11"
"MTLS", "Materialise NV", "$281.94M"
"MTRX", "Matrix Service Company", "$467.13M"
"MAT", "Mattel, "31.91"
"MATR", "Mattersight Corporation", "$113.55M"
"MATW", "Matthews International Corporation", "$1.59B"
"MFRM", "Mattress Firm Holding Corp.", "$1.45B"
"MTSN", "Mattson Technology, "3.51"
"MXIM", "Maxim Integrated Products, "33.66"
"MXWL", "Maxwell Technologies, "5.15"
"MZOR", "Mazor Robotics Ltd.", "$205.88M"
"MBFI", "MB Financial Inc.", "$2.26B"
"MBFIP", "MB Financial Inc.", "$105.4M"
"MCFT", "MCBC Holdings, "11.31"
"MGRC", "McGrath RentCorp", "$627.46M"
"MDCA", "MDC Partners Inc.", "$893.84M"
"MCOX", "Mecox Lane Limited", "$49.29M"
"TAXI", "Medallion Financial Corp.", "$174.57M"
"MTBC", "Medical Transcription Billing, "0.878"
"MTBCP", "Medical Transcription Billing, "24.37"
"MNOV", "MediciNova, "4.47"
"MDSO", "Medidata Solutions, "35.34"
"MDGS", "Medigus Ltd.", "$9.39M"
"MDVN", "Medivation, "32.28"
"MDWD", "MediWound Ltd.", "$155.36M"
"MDVX", "Medovex Corp.", "$16.65M"
"MDVXW", "Medovex Corp.", "n/a"
"MEET", "MeetMe, "3.07"
"MEIP", "MEI Pharma, "1.09"
"MPEL", "Melco Crown Entertainment Limited", "$8.58B"
"MLNX", "Mellanox Technologies, "45.74"
"MELR", "Melrose Bancorp, "14.95"
"MEMP", "Memorial Production Partners LP", "$193.44M"
"MRD", "Memorial Resource Development Corp.", "$2.3B"
"MENT", "Mentor Graphics Corporation", "$2.12B"
"MTSL", "MER Telemanagement Solutions Ltd.", "$6.03M"
"MELI", "MercadoLibre, "98.24"
"MBWM", "Mercantile Bank Corporation", "$368.75M"
"MERC", "Mercer International Inc.", "$510.86M"
"MBVT", "Merchants Bancshares, "28.55"
"MRCY", "Mercury Systems Inc", "$602.56M"
"EBSB", "Meridian Bancorp, "13.82"
"VIVO", "Meridian Bioscience Inc.", "$838.08M"
"MMSI", "Merit Medical Systems, "17.17"
"MACK", "Merrimack Pharmaceuticals, "5.88"
"MSLI", "Merus Labs International Inc.", "$153.9M"
"MLAB", "Mesa Laboratories, "89.62"
"MESO", "Mesoblast Limited", "$386.18M"
"CASH", "Meta Financial Group, "39.51"
"MBLX", "Metabolix, "1.42"
"MEOH", "Methanex Corporation", "$2.63B"
"MFRI", "MFRI, "7"
"MGCD", "MGC Diagnostics Corporation", "$28.41M"
"MGEE", "MGE Energy Inc.", "$1.75B"
"MGPI", "MGP Ingredients, "24.41"
"MCHP", "Microchip Technology Incorporated", "$8.68B"
"MU", "Micron Technology, "11.43"
"MICT", "Micronet Enertec Technologies, "1.9648"
"MICTW", "Micronet Enertec Technologies, "0.1771"
"MSCC", "Microsemi Corporation", "$3.74B"
"MSFT", "Microsoft Corporation", "$414.61B"
"MSTR", "MicroStrategy Incorporated", "$1.78B"
"MVIS", "Microvision, "2.74"
"MPB", "Mid Penn Bancorp", "$63.17M"
"MTP", "Midatech Pharma PLC", "$76.81M"
"MCEP", "Mid-Con Energy Partners, "0.8975"
"MBRG", "Middleburg Financial Corporation", "$145.04M"
"MBCN", "Middlefield Banc Corp.", "$62.28M"
"MSEX", "Middlesex Water Company", "$454.08M"
"MOFG", "MidWestOne Financial Group, "26.61"
"MIME", "Mimecast Limited", "$513.2M"
"MDXG", "MiMedx Group, "8"
"MNDO", "MIND C.T.I. Ltd.", "$44.53M"
"MB", "MINDBODY, "11.04"
"NERV", "Minerva Neurosciences, "4.99"
"MRTX", "Mirati Therapeutics, "22.53"
"MIRN", "Mirna Therapeutics, "4.035"
"MSON", "MISONIX, "6.0977"
"MIND", "Mitcham Industries, "2.84"
"MITK", "Mitek Systems, "5.05"
"MITL", "Mitel Networks Corporation", "$851.51M"
"MKSI", "MKS Instruments, "33.27"
"MMAC", "MMA Capital Management, "14.605"
"MINI", "Mobile Mini, "26.97"
"MOBL", "MobileIron, "3.3"
"MOCO", "MOCON, "13.64"
"MDSY", "ModSys International Ltd.", "$36.77M"
"MLNK", "ModusLink Global Solutions, "1.81"
"MOKO", "Moko Social Media Ltd.", "$6.8M"
"MOLG", "MOL Global, "0.66"
"MNTA", "Momenta Pharmaceuticals, "11.51"
"MOMO", "Momo Inc.", "$1.74B"
"MCRI", "Monarch Casino & Resort, "19"
"MNRK", "Monarch Financial Holdings, "14.82"
"MDLZ", "Mondelez International, "39.81"
"MGI", "Moneygram International, "5.58"
"MPWR", "Monolithic Power Systems, "58.83"
"TYPE", "Monotype Imaging Holdings Inc.", "$921.03M"
"MNRO", "Monro Muffler Brake, "65.12"
"MRCC", "Monroe Capital Corporation", "$150.89M"
"MNST", "Monster Beverage Corporation", "$25.43B"
"MHGC", "Morgans Hotel Group Co.", "$44.78M"
"MORN", "Morningstar, "79.01"
"MOSY", "MoSys, "0.6888"
"MPAA", "Motorcar Parts of America, "32.09"
"MDM", "Mountain Province Diamonds Inc.", "$547.7M"
"MRVC", "MRV Communications, "11.14"
"MSBF", "MSB Financial Corp.", "$74.63M"
"MSG", "MSG Networks Inc.", "$3.69B"
"MTSC", "MTS Systems Corporation", "$812.8M"
"LABL", "Multi-Color Corporation", "$760.3M"
"MFLX", "Multi-Fineline Electronix, "21.47"
"MFSF", "MutualFirst Financial Inc.", "$175.04M"
"MYL", "Mylan N.V.", "$22.75B"
"MYOK", "MyoKardia, "6.94"
"MYOS", "MYOS Corporation", "$4.88M"
"MYRG", "MYR Group, "20.47"
"MYGN", "Myriad Genetics, "35.21"
"NBRV", "Nabriva Therapeutics AG", "$183.04M"
"NAKD", "Naked Brand Group Inc.", "$4.21M"
"NANO", "Nanometrics Incorporated", "$306.22M"
"NSPH", "Nanosphere, "0.6201"
"NSTG", "NanoString Technologies, "12.6"
"NK", "NantKwest, "7.76"
"NSSC", "NAPCO Security Technologies, "5.51"
"NDAQ", "Nasdaq, "62.96"
"NTRA", "Natera, "7.21"
"NATH", "Nathan's Famous, "49.7"
"NAUH", "National American University Holdings, "1.67"
"NKSH", "National Bankshares, "33.8"
"FIZZ", "National Beverage Corp.", "$1.67B"
"NCMI", "National CineMedia, "15.41"
"NCOM", "National Commerce Corporation", "$237.65M"
"NGHC", "National General Holdings Corp", "$2.04B"
"NGHCO", "National General Holdings Corp", "n/a"
"NGHCP", "National General Holdings Corp", "$55.44M"
"NGHCZ", "National General Holdings Corp", "n/a"
"NHLD", "National Holdings Corporation", "$25.32M"
"NATI", "National Instruments Corporation", "$3.63B"
"NATL", "National Interstate Corporation", "$473.86M"
"NPBC", "National Penn Bancshares, "11.26"
"NRCIA", "National Research Corporation", "$353.37M"
"NRCIB", "National Research Corporation", "$896.07M"
"NSEC", "National Security Group, "16.2969"
"NWLI", "National Western Life Group, "216.48"
"NAII", "Natural Alternatives International, "11"
"NHTC", "Natural Health Trends Corp.", "$386.4M"
"NATR", "Nature's Sunshine Products, "7.92"
"BABY", "Natus Medical Incorporated", "$1.1B"
"NAVI", "Navient Corporation", "$3.59B"
"NBCP", "NB Capital Acquisition Corp.", "n/a"
"NBTB", "NBT Bancorp Inc.", "$1.12B"
"NCIT", "NCI, "13.48"
"NKTR", "Nektar Therapeutics", "$1.59B"
"NEOG", "Neogen Corporation", "$1.84B"
"NEO", "NeoGenomics, "6.22"
"NEON", "Neonode Inc.", "$102.32M"
"NEOS", "Neos Therapeutics, "10.17"
"NEOT", "Neothetics, "0.7884"
"NVCN", "Neovasc Inc.", "$219.23M"
"NRX", "NephroGenex, "1.09"
"NEPT", "Neptune Technologies & Bioresources Inc", "$80.28M"
"UEPS", "Net 1 UEPS Technologies, "10.17"
"NETE", "Net Element, "0.209"
"NTAP", "NetApp, "23.55"
"NTES", "NetEase, "155.96"
"NFLX", "Netflix, "94.76"
"NTGR", "NETGEAR, "38.42"
"NLST", "Netlist, "1.2"
"NTCT", "NetScout Systems, "20.34"
"NTWK", "NetSol Technologies Inc.", "$71.43M"
"CUR", "Neuralstem, "0.82"
"NBIX", "Neurocrine Biosciences, "38.14"
"NDRM", "NeuroDerm Ltd.", "$290.53M"
"NURO", "NeuroMetrix, "1.48"
"NUROW", "NeuroMetrix, "0.4099"
"NSIG", "NeuroSigma, "n/a"
"NYMT", "New York Mortgage Trust, "4.85"
"NYMTO", "New York Mortgage Trust, "20.23"
"NYMTP", "New York Mortgage Trust, "20.59"
"NBBC", "NewBridge Bancorp", "$413.04M"
"NLNK", "NewLink Genetics Corporation", "$652.85M"
"NEWP", "Newport Corporation", "$583.28M"
"NWS", "News Corporation", "$6.73B"
"NWSA", "News Corporation", "$6.38B"
"NEWS", "NewStar Financial, "6.76"
"NEWT", "Newtek Business Services Corp.", "$128.94M"
"NEWTZ", "Newtek Business Services Corp.", "n/a"
"NXST", "Nexstar Broadcasting Group, "39.08"
"NVET", "Nexvet Biopharma plc", "$33.34M"
"NFEC", "NF Energy Saving Corporation", "$4.91M"
"EGOV", "NIC Inc.", "$1.16B"
"NICE", "NICE-Systems Limited", "$3.54B"
"NICK", "Nicholas Financial, "10.63"
"NIHD", "NII Holdings, "4.05"
"NVLS", "Nivalis Therapeutics, "4.79"
"NMIH", "NMI Holdings Inc", "$301.36M"
"NNBR", "NN, "12"
"NDLS", "Noodles & Company", "$349.67M"
"NORT", "Nordic Realty Trust, "n/a"
"NDSN", "Nordson Corporation", "$3.67B"
"NSYS", "Nortech Systems Incorporated", "$10.06M"
"NTK", "Nortek Inc.", "$610.4M"
"NBN", "Northeast Bancorp", "$93.41M"
"NTIC", "Northern Technologies International Corporation", "$48.38M"
"NTRS", "Northern Trust Corporation", "$13.78B"
"NTRSP", "Northern Trust Corporation", "$421.6M"
"NFBK", "Northfield Bancorp, "15.36"
"NRIM", "Northrim BanCorp Inc", "$158.05M"
"NWBI", "Northwest Bancshares, "12.34"
"NWBO", "Northwest Biotherapeutics, "2.47"
"NWBOW", "Northwest Biotherapeutics, "1.62"
"NWPX", "Northwest Pipe Company", "$87.52M"
"NCLH", "Norwegian Cruise Line Holdings Ltd.", "$9.83B"
"NWFL", "Norwood Financial Corp.", "$98.73M"
"NVFY", "Nova Lifestyle, "1.29"
"NVMI", "Nova Measuring Instruments Ltd.", "$266.49M"
"NVDQ", "Novadaq Technologies Inc", "$522.03M"
"MIFI", "Novatel Wireless, "1.4"
"NVAX", "Novavax, "5.07"
"NVCR", "NovoCure Limited", "$1.05B"
"NVGN", "Novogen Limited", "$32.5M"
"NTLS", "NTELOS Holdings Corp.", "$204.08M"
"NUAN", "Nuance Communications, "18.35"
"NMRX", "Numerex Corp.", "$110.14M"
"NUTR", "Nutraceutical International Corporation", "$230.75M"
"NTRI", "NutriSystem Inc", "$589.4M"
"NUVA", "NuVasive, "39.5"
"QQQX", "Nuveen NASDAQ 100 Dynamic Overwrite Fund", "$314.48M"
"NVEE", "NV5 Global, "18.94"
"NVEC", "NVE Corporation", "$243.02M"
"NVDA", "NVIDIA Corporation", "$14.88B"
"NXPI", "NXP Semiconductors N.V.", "$24.03B"
"NXTM", "NxStage Medical, "14.61"
"NXTD", "NXT-ID Inc.", "$17.12M"
"NXTDW", "NXT-ID Inc.", "n/a"
"NYMX", "Nymox Pharmaceutical Corporation", "$94.2M"
"OIIM", "O2Micro International Limited", "$35.29M"
"OVLY", "Oak Valley Bancorp (CA)", "$79.97M"
"OASM", "Oasmia Pharmaceutical AB", "$124.8M"
"OBCI", "Ocean Bio-Chem, "2.04"
"OPTT", "Ocean Power Technologies, "1.46"
"ORIG", "Ocean Rig UDW Inc.", "$109.64M"
"OSHC", "Ocean Shore Holding Co.", "$108.86M"
"OCFC", "OceanFirst Financial Corp.", "$295.32M"
"OCRX", "Ocera Therapeutics, "2.83"
"OCLR", "Oclaro, "4.45"
"OFED", "Oconee Federal Financial Corp.", "$113M"
"OCUL", "Ocular Therapeutix, "8.67"
"OCLS", "Oculus Innovative Sciences, "1.02"
"OCLSW", "Oculus Innovative Sciences, "0.2966"
"OMEX", "Odyssey Marine Exploration, "0.2163"
"ODP", "Office Depot, "5.19"
"OFS", "OFS Capital Corporation", "$105.91M"
"OHAI", "OHA Investment Corporation", "$60.11M"
"OVBC", "Ohio Valley Banc Corp.", "$94.71M"
"OHRP", "Ohr Pharmaceuticals, "3.18"
"ODFL", "Old Dominion Freight Line, "62.5"
"OLBK", "Old Line Bancshares, "17.43"
"ONB", "Old National Bancorp", "$1.3B"
"OPOF", "Old Point Financial Corporation", "$93.18M"
"OSBC", "Old Second Bancorp, "6.66"
"OSBCP", "Old Second Bancorp, "10.08"
"OLLI", "Ollie's Bargain Outlet Holdings, "21.56"
"ZEUS", "Olympic Steel, "11.14"
"OFLX", "Omega Flex, "32.39"
"OMER", "Omeros Corporation", "$432.47M"
"OMCL", "Omnicell, "27.73"
"ON", "ON Semiconductor Corporation", "$3.26B"
"OTIV", "On Track Innovations Ltd", "$22.05M"
"OGXI", "OncoGenex Pharmaceuticals Inc.", "$18.67M"
"OMED", "OncoMed Pharmaceuticals, "9.75"
"ONTX", "Onconova Therapeutics, "0.4601"
"ONCS", "OncoSec Medical Incorporated", "$29.7M"
"ONTY", "Oncothyreon Inc.", "$101.57M"
"OHGI", "One Horizon Group, "0.85"
"ONVI", "Onvia, "3.5"
"OTEX", "Open Text Corporation", "$6.12B"
"OPXA", "Opexa Therapeutics, "2.06"
"OPXAW", "Opexa Therapeutics, "0.07"
"OPGN", "OpGen, "1.96"
"OPGNW", "OpGen, "0.265"
"OPHT", "Ophthotech Corporation", "$1.75B"
"OBAS", "Optibase Ltd.", "$36.48M"
"OCC", "Optical Cable Corporation", "$16.66M"
"OPHC", "OptimumBank Holdings, "4.6285"
"OPB", "Opus Bank", "$876.19M"
"ORMP", "Oramed Pharmaceuticals Inc.", "$89.57M"
"OSUR", "OraSure Technologies, "6.38"
"ORBC", "ORBCOMM Inc.", "$554.73M"
"ORBK", "Orbotech Ltd.", "$839.99M"
"ORLY", "O'Reilly Automotive, "254.62"
"OREX", "Orexigen Therapeutics, "1.795"
"SEED", "Origin Agritech Limited", "$26.69M"
"OESX", "Orion Energy Systems, "1.3"
"ORIT", "Oritani Financial Corp.", "$714.88M"
"ORRF", "Orrstown Financial Services Inc", "$140.05M"
"OFIX", "Orthofix International N.V.", "$701.95M"
"OSIS", "OSI Systems, "58.2"
"OSIR", "Osiris Therapeutics, "7.58"
"OSN", "Ossen Innovation Co., "0.7699"
"OTEL", "Otelco Inc.", "$14.8M"
"OTG", "OTG EXP, "n/a"
"OTIC", "Otonomy, "14.91"
"OTTR", "Otter Tail Corporation", "$1.01B"
"OUTR", "Outerwall Inc.", "$503.24M"
"OVAS", "Ovascience Inc.", "$165.31M"
"OSTK", "Overstock.com, "14.19"
"OXBR", "Oxbridge Re Holdings Limited", "$30.6M"
"OXBRW", "Oxbridge Re Holdings Limited", "n/a"
"OXFD", "Oxford Immunotec Global PLC", "$227.86M"
"OXLC", "Oxford Lane Capital Corp.", "$126.14M"
"OXLCN", "Oxford Lane Capital Corp.", "$27.11M"
"OXLCO", "Oxford Lane Capital Corp.", "n/a"
"OXGN", "OXiGENE, "0.568"
"PFIN", "P & F Industries, "9.14"
"PTSI", "P.A.M. Transportation Services, "25.35"
"PCAR", "PACCAR Inc.", "$18.4B"
"PACE", "Pace Holdings Corp.", "$548.44M"
"PACEU", "Pace Holdings Corp.", "n/a"
"PACEW", "Pace Holdings Corp.", "n/a"
"PACB", "Pacific Biosciences of California, "9.14"
"PCBK", "Pacific Continental Corporation (Ore)", "$299.57M"
"PEIX", "Pacific Ethanol, "3.68"
"PMBC", "Pacific Mercantile Bancorp", "$152.82M"
"PPBI", "Pacific Premier Bancorp Inc", "$433.87M"
"PAAC", "Pacific Special Acquisition Corp.", "$76.42M"
"PAACR", "Pacific Special Acquisition Corp.", "n/a"
"PAACU", "Pacific Special Acquisition Corp.", "n/a"
"PAACW", "Pacific Special Acquisition Corp.", "n/a"
"PSUN", "Pacific Sunwear of California, "0.1919"
"PCRX", "Pacira Pharmaceuticals, "61.94"
"PACW", "PacWest Bancorp", "$3.86B"
"PTIE", "Pain Therapeutics", "$82.36M"
"PAAS", "Pan American Silver Corp.", "$1.35B"
"PNRA", "Panera Bread Company", "$5.21B"
"PANL", "Pangaea Logistics Solutions Ltd.", "$81.94M"
"PZZA", "Papa John'S International, "52.88"
"FRSH", "Papa Murphy's Holdings, "9.07"
"PRGN", "Paragon Shipping Inc.", "$1.57M"
"PRGNL", "Paragon Shipping Inc.", "n/a"
"PRTK", "Paratek Pharmaceuticals, "14.12"
"PRXL", "PAREXEL International Corporation", "$3.2B"
"PCYG", "Park City Group, "8.44"
"PSTB", "Park Sterling Corporation", "$275.9M"
"PKBK", "Parke Bancorp, "12.4"
"PRKR", "ParkerVision, "0.2"
"PKOH", "Park-Ohio Holdings Corp.", "$351.9M"
"PARN", "Parnell Pharmaceuticals Holdings Ltd", "$25.5M"
"PTNR", "Partner Communications Company Ltd.", "$718M"
"PBHC", "Pathfinder Bancorp, "11.98"
"PATK", "Patrick Industries, "36.19"
"PNBK", "Patriot National Bancorp Inc.", "$51.55M"
"PATI", "Patriot Transportation Holding, "21.51"
"PEGI", "Pattern Energy Group Inc.", "$1.28B"
"PDCO", "Patterson Companies, "44.24"
"PTEN", "Patterson-UTI Energy, "14.67"
"PAYX", "Paychex, "50.61"
"PCTY", "Paylocity Holding Corporation", "$1.38B"
"PYDS", "Payment Data Systems, "1.9332"
"PYPL", "PayPal Holdings, "36.36"
"PBBI", "PB Bancorp, "8.64"
"PCCC", "PC Connection, "23.11"
"PCMI", "PCM, "8.67"
"PCTI", "PC-Tel, "5.28"
"PDCE", "PDC Energy, "47.94"
"PDFS", "PDF Solutions, "10.5"
"PDLI", "PDL BioPharma, "3.02"
"PDVW", "pdvWireless, "23.93"
"SKIS", "Peak Resorts, "4.17"
"PGC", "Peapack-Gladstone Financial Corporation", "$267.17M"
"PEGA", "Pegasystems Inc.", "$1.67B"
"PCO", "Pendrell Corporation", "$151.35M"
"PENN", "Penn National Gaming, "13.93"
"PFLT", "PennantPark Floating Rate Capital Ltd.", "$289.22M"
"PNNT", "PennantPark Investment Corporation", "$397.47M"
"PWOD", "Penns Woods Bancorp, "40.15"
"PTXP", "PennTex Midstream Partners, "10"
"PEBO", "Peoples Bancorp Inc.", "$323.03M"
"PEBK", "Peoples Bancorp of North Carolina, "18.6"
"PFBX", "Peoples Financial Corporation", "$46.36M"
"PFIS", "Peoples Financial Services Corp. ", "$274.85M"
"PBCT", "People's United Financial, "14.68"
"PUB", "People's Utah Bancorp", "$254.47M"
"PRCP", "Perceptron, "5.07"
"PPHM", "Peregrine Pharmaceuticals Inc.", "$225.11M"
"PPHMP", "Peregrine Pharmaceuticals Inc.", "$14.49M"
"PRFT", "Perficient, "17.51"
"PFMT", "Performant Financial Corporation", "$85.6M"
"PERF", "Perfumania Holdings, "2.425"
"PERI", "Perion Network Ltd", "$160.33M"
"PESI", "Perma-Fix Environmental Services, "3.83"
"PTX", "Pernix Therapeutics Holdings, "2.25"
"PERY", "Perry Ellis International Inc.", "$280.5M"
"PGLC", "Pershing Gold Corporation", "$96.88M"
"PETS", "PetMed Express, "16.84"
"PFSW", "PFSweb, "11.9"
"PGTI", "PGT, "10.31"
"PHII", "PHI, "16.3769"
"PHIIK", "PHI, "15.58"
"PAHC", "Phibro Animal Health Corporation", "$1.12B"
"PHMD", "PhotoMedex, "0.436"
"PLAB", "Photronics, "9.78"
"PICO", "PICO Holdings Inc.", "$197.72M"
"PIRS", "Pieris Pharmaceuticals, "1.7"
"PPC", "Pilgrim's Pride Corporation", "$5.96B"
"PME", "Pingtan Marine Enterprise Ltd.", "$118.57M"
"PNK", "Pinnacle Entertainment, "28.44"
"PNFP", "Pinnacle Financial Partners, "47.55"
"PPSI", "Pioneer Power Solutions, "3.39"
"PXLW", "Pixelworks, "1.63"
"PLPM", "Planet Payment, "2.67"
"PLXS", "Plexus Corp.", "$1.21B"
"PLUG", "Plug Power, "1.83"
"PLBC", "Plumas Bancorp", "$42.24M"
"PSTI", "Pluristem Therapeutics, "1.29"
"PLXP", "PLx Pharma Inc.", "n/a"
"PMV", "PMV Acquisition Corp.", "n/a"
"PBSK", "Poage Bankshares, "17.09"
"PNTR", "Pointer Telocation Ltd.", "$42.36M"
"PCOM", "Points International, "6.88"
"PLCM", "Polycom, "9.64"
"POOL", "Pool Corporation", "$3.42B"
"POPE", "Pope Resources", "$251.94M"
"PLKI", "Popeyes Louisiana Kitchen, "61.85"
"BPOP", "Popular, "26.26"
"BPOPM", "Popular, "18.147"
"BPOPN", "Popular, "19.98"
"PBIB", "Porter Bancorp, "1.24"
"PTLA", "Portola Pharmaceuticals, "31.42"
"PBPB", "Potbelly Corporation", "$371.15M"
"PCH", "Potlatch Corporation", "$1.08B"
"POWL", "Powell Industries, "26.34"
"POWI", "Power Integrations, "46.08"
"PSIX", "Power Solutions International, "11.14"
"PDBC", "PowerShares DB Optimum Yield Diversified Commodity Strategy Po", "n/a"
"DWTR", "PowerShares DWA Tactical Sector Rotation Portfolio", "n/a"
"IDLB", "PowerShares FTSE International Low Beta Equal Weight Portfolio", "n/a"
"PRFZ", "PowerShares FTSE RAFI US 1500 Small-Mid Portfolio", "$992.15M"
"PAGG", "PowerShares Global Agriculture Portfolio", "$28.19M"
"PSAU", "PowerShares Global Gold & Precious Metals Portfolio", "$21.52M"
"IPKW", "PowerShares International BuyBack Achievers Portfolio", "$52.15M"
"LDRI", "PowerShares LadderRite 0-5 Year Corporate Bond Portfolio", "$4.96M"
"LALT", "PowerShares Multi-Strategy Alternative Portfolio", "$15.49M"
"PNQI", "PowerShares Nasdaq Internet Portfolio", "$225.89M"
"QQQ", "PowerShares QQQ Trust, "102.5"
"USLB", "PowerShares Russell 1000 Low Beta Equal Weight Portfolio", "n/a"
"PSCD", "PowerShares S&P SmallCap Consumer Discretionary Portfolio", "$103.24M"
"PSCC", "PowerShares S&P SmallCap Consumer Staples Portfolio", "$29.27M"
"PSCE", "PowerShares S&P SmallCap Energy Portfolio", "$22.54M"
"PSCF", "PowerShares S&P SmallCap Financials Portfolio", "$104.31M"
"PSCH", "PowerShares S&P SmallCap Health Care Portfolio", "$229.28M"
"PSCI", "PowerShares S&P SmallCap Industrials Portfolio", "$67.56M"
"PSCT", "PowerShares S&P SmallCap Information Technology Portfolio", "$272.86M"
"PSCM", "PowerShares S&P SmallCap Materials Portfolio", "$11.12M"
"PSCU", "PowerShares S&P SmallCap Utilities Portfolio", "$44.59M"
"PRAA", "PRA Group, "27.95"
"PRAH", "PRA Health Sciences, "39.73"
"PRAN", "Prana Biotechnology Ltd", "$26.69M"
"PFBC", "Preferred Bank", "$387.63M"
"PLPC", "Preformed Line Products Company", "$180.15M"
"PFBI", "Premier Financial Bancorp, "15.11"
"PINC", "Premier, "32.47"
"LENS", "Presbia PLC", "$43.54M"
"PRGX", "PRGX Global, "3.44"
"PSMT", "PriceSmart, "77.07"
"PBMD", "Prima BioMed Ltd", "$50.26M"
"PNRG", "PrimeEnergy Corporation", "$114.35M"
"PRMW", "Primo Water Corporation", "$230.5M"
"PRIM", "Primoris Services Corporation", "$1.06B"
"PRZM", "Prism Technologies Group, "0.59"
"PVTB", "PrivateBancorp, "34.66"
"PVTBP", "PrivateBancorp, "26.8499"
"PDEX", "Pro-Dex, "2.8828"
"IPDN", "Professional Diversity Network, "0.31"
"PFIE", "Profire Energy, "0.81"
"PGNX", "Progenics Pharmaceuticals Inc.", "$340.65M"
"PRGS", "Progress Software Corporation", "$1.23B"
"DNAI", "ProNAi Therapeutics, "7.07"
"PFPT", "Proofpoint, "43.08"
"PRPH", "ProPhase Labs, "1.23"
"PRQR", "ProQR Therapeutics N.V.", "$107.86M"
"BIB", "ProShares Ultra Nasdaq Biotechnology", "$488.39M"
"UBIO", "Proshares UltraPro Nasdaq Biotechnology", "$12.1M"
"TQQQ", "ProShares UltraPro QQQ", "$788.64M"
"ZBIO", "ProShares UltraPro Short NASDAQ Biotechnology", "$3.68M"
"SQQQ", "ProShares UltraPro Short QQQ", "$286.88M"
"BIS", "ProShares UltraShort Nasdaq Biotechnology", "$195.35M"
"PSEC", "Prospect Capital Corporation", "$2.34B"
"PRTO", "Proteon Therapeutics, "7.23"
"PTI", "Proteostasis Therapeutics, "5.75"
"PRTA", "Prothena Corporation plc", "$1.08B"
"PWX", "Providence and Worcester Railroad Company", "$63.17M"
"PVBC", "Provident Bancorp, "13"
"PROV", "Provident Financial Holdings, "17.14"
"PBIP", "Prudential Bancorp, "15.23"
"PSDV", "pSivida Corp.", "$95.4M"
"PMD", "Psychemedics Corporation", "$65.61M"
"PTC", "PTC Inc.", "$3.4B"
"PTCT", "PTC Therapeutics, "29.77"
"PULB", "Pulaski Financial Corp.", "$173.99M"
"PULM", "Pulmatrix, "2.3"
"PCYO", "Pure Cycle Corporation", "$105.71M"
"PXS", "Pyxis Tankers Inc.", "$17.33M"
"QADA", "QAD Inc.", "$343.68M"
"QADB", "QAD Inc.", "$297.13M"
"QCRH", "QCR Holdings, "21.93"
"QGEN", "Qiagen N.V.", "$4.97B"
"QIWI", "QIWI plc", "$681.97M"
"QKLS", "QKL Stores, "0.55"
"QLIK", "Qlik Technologies Inc.", "$1.82B"
"QLGC", "QLogic Corporation", "$1.04B"
"QLTI", "QLT Inc.", "$134.19M"
"QRVO", "Qorvo, "41.59"
"QCOM", "QUALCOMM Incorporated", "$72.37B"
"QSII", "Quality Systems, "14.4"
"QBAK", "Qualstar Corporation", "$7.47M"
"QLYS", "Qualys, "22.94"
"QTWW", "Quantum Fuel Systems Technologies Worldwide, "0.668"
"QRHC", "Quest Resource Holding Corporation.", "$71.92M"
"QUIK", "QuickLogic Corporation", "$78.67M"
"QDEL", "Quidel Corporation", "$507.14M"
"QPAC", "Quinpario Acquisition Corp. 2", "$430.94M"
"QPACU", "Quinpario Acquisition Corp. 2", "n/a"
"QPACW", "Quinpario Acquisition Corp. 2", "n/a"
"QNST", "QuinStreet, "3.12"
"QUMU", "Qumu Corporation", "$26.56M"
"QUNR", "Qunar Cayman Islands Limited", "$4.95B"
"QTNT", "Quotient Limited", "$207.08M"
"RRD", "R.R. Donnelley & Sons Company", "$2.84B"
"RADA", "Rada Electronics Industries Limited", "$5.25M"
"RDCM", "Radcom Ltd.", "$116.37M"
"ROIA", "Radio One, "1.44"
"ROIAK", "Radio One, "1.4"
"RSYS", "RadiSys Corporation", "$98.57M"
"RDUS", "Radius Health, "27.21"
"RDNT", "RadNet, "5.68"
"RDWR", "Radware Ltd.", "$491.46M"
"RMBS", "Rambus, "12.42"
"RAND", "Rand Capital Corporation", "$28.98M"
"RLOG", "Rand Logistics, "1"
"GOLD", "Randgold Resources Limited", "$8.12B"
"RPD", "Rapid7, "11.8"
"RPTP", "Raptor Pharmaceutical Corp.", "$355.72M"
"RAVE", "Rave Restaurant Group, "4.99"
"RAVN", "Raven Industries, "15.33"
"ROLL", "RBC Bearings Incorporated", "$1.5B"
"RICK", "RCI Hospitality Holdings, "8.62"
"RCMT", "RCM Technologies, "5.15"
"RLOC", "ReachLocal, "1.7"
"RDI", "Reading International Inc", "$236.73M"
"RDIB", "Reading International Inc", "$275.41M"
"RGSE", "Real Goods Solar, "0.443"
"RELY", "Real Industry, "6.48"
"RNWK", "RealNetworks, "3.51"
"RP", "RealPage, "17"
"UTES", "Reaves Utilities ETF", "n/a"
"DAX", "Recon Capital DAX Germany ETF", "$255.6M"
"UK", "Recon Capital FTSE 100 ETF", "$936500"
"QYLD", "Recon Capital NASDAQ-100 Covered Call ETF", "$17.51M"
"RCON", "Recon Technology, "1.23"
"REPH", "Recro Pharma, "6.17"
"RRGB", "Red Robin Gourmet Burgers, "63.82"
"RDHL", "Redhill Biopharma Ltd.", "$116.31M"
"REDF", "Rediff.com India Limited", "$14.33M"
"REGN", "Regeneron Pharmaceuticals, "397.26"
"RGNX", "REGENXBIO Inc.", "$389.7M"
"DFVL", "region", "$2.11M"
"DFVS", "region", "$1.28M"
"DGLD", "region", "$8.36M"
"DLBL", "region", "$4.6M"
"DLBS", "region", "$13.83M"
"DSLV", "region", "$28.09M"
"DTUL", "region", "$4.76M"
"DTUS", "region", "$10.82M"
"DTYL", "region", "$5.82M"
"DTYS", "region", "$46.36M"
"FLAT", "region", "$5.15M"
"SLVO", "region", "$8.31M"
"STPP", "region", "$13.35M"
"TAPR", "region", "n/a"
"TVIX", "region", "$136.02M"
"TVIZ", "region", "$773124.94"
"UGLD", "region", "$10.58M"
"USLV", "region", "$25.32M"
"VIIX", "region", "$5.94M"
"VIIZ", "region", "$2.27M"
"XIV", "region", "$280.96M"
"ZIV", "region", "$31.71M"
"RGLS", "Regulus Therapeutics Inc.", "$392.05M"
"REIS", "Reis, "22.52"
"RELV", "Reliv' International, "0.8"
"RLYP", "Relypsa, "18.9"
"MARK", "Remark Media, "4.1"
"RNST", "Renasant Corporation", "$1.25B"
"REGI", "Renewable Energy Group, "6.85"
"RNVA", "Rennova Health, "0.79"
"RNVAW", "Rennova Health, "n/a"
"RCII", "Rent-A-Center Inc.", "$672.37M"
"RTK", "Rentech, "1.77"
"RGEN", "Repligen Corporation", "$790.97M"
"RPRX", "Repros Therapeutics Inc.", "$22.62M"
"RJET", "Republic Airways Holdings, "2.48"
"RBCAA", "Republic Bancorp, "25.6"
"FRBK", "Republic First Bancorp, "4"
"RSAS", "RESAAS Services Inc.", "n/a"
"REFR", "Research Frontiers Incorporated", "$103.39M"
"RESN", "Resonant Inc.", "$13.85M"
"REXI", "Resource America, "4.5"
"RECN", "Resources Connection, "14.13"
"ROIC", "Retail Opportunity Investments Corp.", "$1.8B"
"SALE", "RetailMeNot, "7.495"
"RTRX", "Retrophin, "14.83"
"RVNC", "Revance Therapeutics, "19.59"
"RBIO", "rEVO Biologics, "n/a"
"RVLT", "Revolution Lighting Technologies, "0.73"
"RWLK", "ReWalk Robotics Ltd", "$135.42M"
"REXX", "Rex Energy Corporation", "$40.01M"
"RFIL", "RF Industries, "4.07"
"RGCO", "RGC Resources Inc.", "$102M"
"RIBT", "RiceBran Technologies", "$13.34M"
"RIBTW", "RiceBran Technologies", "n/a"
"RELL", "Richardson Electronics, "5.08"
"RIGL", "Rigel Pharmaceuticals, "2.48"
"NAME", "Rightside Group, "8.51"
"RNET", "RigNet, "13.4"
"RITT", "RIT Technologies Ltd.", "$8.55M"
"RITTW", "RIT Technologies Ltd.", "n/a"
"RTTR", "Ritter Pharmaceuticals, "1.41"
"RIVR", "River Valley Bancorp.", "$85.16M"
"RMI", "RiverBanc Multifamily Investors, "n/a"
"RVSB", "Riverview Bancorp Inc", "$95.66M"
"RLJE", "RLJ Entertainment, "0.4876"
"RMGN", "RMG Networks Holding Corporation", "$27.25M"
"ROBO", "Robo-Stox Global Robotics and Automation Index ETF", "$101.94M"
"FUEL", "Rocket Fuel Inc.", "$122.62M"
"RMTI", "Rockwell Medical, "7.91"
"RCKY", "Rocky Brands, "11.7"
"RMCF", "Rocky Mountain Chocolate Factory, "10.6897"
"RSTI", "Rofin-Sinar Technologies, "20.8"
"ROKA", "Roka Bioscience, "0.539"
"ROSG", "Rosetta Genomics Ltd.", "$13.95M"
"ROST", "Ross Stores, "55.07"
"ROVI", "Rovi Corporation", "$1.75B"
"RBPAA", "Royal Bancshares of Pennsylvania, "2.16"
"RGLD", "Royal Gold, "41.53"
"RPXC", "RPX Corporation", "$531.9M"
"RRM", "RR Media Ltd.", "$145.4M"
"RTIX", "RTI Surgical, "3.08"
"RBCN", "Rubicon Technology, "0.8214"
"RUSHA", "Rush Enterprises, "16.93"
"RUSHB", "Rush Enterprises, "16.8"
"RUTH", "Ruth's Hospitality Group, "17.09"
"RXII", "RXI Pharmaceuticals Corporation", "$19.6M"
"RYAAY", "Ryanair Holdings plc", "$21.82B"
"STBA", "S&T Bancorp, "25.8"
"SANW", "S&W Seed Company", "n/a"
"SBRA", "Sabra Healthcare REIT, "16.65"
"SBRAP", "Sabra Healthcare REIT, "25.3"
"SABR", "Sabre Corporation", "$7.58B"
"SAEX", "SAExploration Holdings, "1.63"
"SAFT", "Safety Insurance Group, "56.8"
"SAGE", "Sage Therapeutics, "33.82"
"SGNT", "Sagent Pharmaceuticals, "15.16"
"SAIA", "Saia, "26.27"
"SAJA", "Sajan, "3.035"
"SALM", "Salem Media Group, "4.33"
"SAL", "Salisbury Bancorp, "32.25"
"SAFM", "Sanderson Farms, "86.88"
"SNDK", "SanDisk Corporation", "$13.76B"
"SASR", "Sandy Spring Bancorp, "25.66"
"SGMO", "Sangamo BioSciences, "5.63"
"SANM", "Sanmina Corporation", "$1.55B"
"GCVRZ", "Sanofi", "n/a"
"SPNS", "Sapiens International Corporation N.V.", "$528.2M"
"SRPT", "Sarepta Therapeutics, "13.48"
"SBFG", "SB Financial Group, "10.3399"
"SBFGP", "SB Financial Group, "12.4"
"SBAC", "SBA Communications Corporation", "$11.56B"
"SCSC", "ScanSource, "37.02"
"SMIT", "Schmitt Industries, "2.18"
"SCHN", "Schnitzer Steel Industries, "14.46"
"SCHL", "Scholastic Corporation", "$1.21B"
"SCLN", "SciClone Pharmaceuticals, "9.02"
"SGMS", "Scientific Games Corp", "$538.09M"
"SQI", "SciQuest, "11.61"
"SCYX", "SCYNEXIS, "4.95"
"SEAC", "SeaChange International, "5.57"
"SBCF", "Seacoast Banking Corporation of Florida", "$510.39M"
"STX", "Seagate Technology PLC", "$9.48B"
"SHIP", "Seanergy Maritime Holdings Corp", "$2.14M"
"SRSC", "Sears Canada Inc. ", "$304.61M"
"SHLD", "Sears Holdings Corporation", "$1.93B"
"SHLDW", "Sears Holdings Corporation", "n/a"
"SHOS", "Sears Hometown and Outlet Stores, "6.36"
"SPNE", "SeaSpine Holdings Corporation", "$139.01M"
"SGEN", "Seattle Genetics, "31.61"
"EYES", "Second Sight Medical Products, "4.71"
"SNFCA", "Security National Financial Corporation", "$81.83M"
"SEIC", "SEI Investments Company", "$6.14B"
"SLCT", "Select Bancorp, "8.11"
"SCSS", "Select Comfort Corporation", "$806.28M"
"SIGI", "Selective Insurance Group, "33.76"
"LEDS", "SemiLEDS Corporation", "$9.01M"
"SMLR", "Semler Scientific, "2.23"
"SMTC", "Semtech Corporation", "$1.13B"
"SENEA", "Seneca Foods Corp.", "$287.72M"
"SENEB", "Seneca Foods Corp.", "$333.14M"
"SNMX", "Senomyx, "3.22"
"SQNM", "Sequenom, "1.62"
"SQBG", "Sequential Brands Group, "5.9"
"MCRB", "Seres Therapeutics, "25.43"
"SREV", "ServiceSource International, "3.9"
"SFBS", "ServisFirst Bancshares, "36.61"
"SEV", "Sevcon, "8.85"
"SVBI", "Severn Bancorp Inc", "$52.02M"
"SGOC", "SGOCO Group, "3.26"
"SMED", "Sharps Compliance Corp", "$87.3M"
"SHSP", "SharpSpring, "3.34"
"SHEN", "Shenandoah Telecommunications Co", "$1.06B"
"SHLO", "Shiloh Industries, "3.67"
"SCCI", "Shimmick Construction Company, "n/a"
"SHPG", "Shire plc", "$33.9B"
"SCVL", "Shoe Carnival, "23.25"
"SHBI", "Shore Bancshares Inc", "$141.97M"
"SHOR", "ShoreTel, "7.31"
"SFLY", "Shutterfly, "39.44"
"SIFI", "SI Financial Group, "13.82"
"SIEB", "Siebert Financial Corp.", "$25.62M"
"SIEN", "Sientra, "7.89"
"BSRR", "Sierra Bancorp", "$228.93M"
"SWIR", "Sierra Wireless, "11.95"
"SIFY", "Sify Technologies Limited", "$187.46M"
"SIGM", "Sigma Designs, "6.4"
"SGMA", "SigmaTron International, "6.6"
"SGNL", "Signal Genetics, "0.56"
"SBNY", "Signature Bank", "$6.7B"
"SBNYW", "Signature Bank", "n/a"
"SLGN", "Silgan Holdings Inc.", "$3.11B"
"SILC", "Silicom Ltd", "$210.89M"
"SGI", "Silicon Graphics International Corp", "$198.26M"
"SLAB", "Silicon Laboratories, "40.34"
"SIMO", "Silicon Motion Technology Corporation", "$1.12B"
"SPIL", "Siliconware Precision Industries Company, "7.83"
"SSRI", "Silver Standard Resources Inc.", "$445.35M"
"SAMG", "Silvercrest Asset Management Group Inc.", "$135.09M"
"SFNC", "Simmons First National Corporation", "$1.25B"
"SLP", "Simulations Plus, "9.55"
"SINA", "Sina Corporation", "$2.59B"
"SBGI", "Sinclair Broadcast Group, "29.46"
"SINO", "Sino-Global Shipping America, "0.5279"
"SVA", "Sinovac Biotech, "6.41"
"SIRI", "Sirius XM Holdings Inc.", "$18.17B"
"SIRO", "Sirona Dental Systems, "101.09"
"SRVA", "SIRVA, "n/a"
"SITO", "SITO Mobile, "2.45"
"SZMK", "Sizmek Inc.", "$100M"
"SKUL", "Skullcandy, "3.45"
"SKYS", "Sky Solar Holdings, "3.82"
"SKLN", "Skyline Medical Inc.", "$19.72M"
"SKLNU", "Skyline Medical Inc.", "n/a"
"MOBI", "Sky-mobi Limited", "$52.55M"
"SPU", "SkyPeople Fruit Juice, "0.51"
"SKYW", "SkyWest, "15.92"
"SWKS", "Skyworks Solutions, "63.71"
"ISM", "SLM Corporation", "n/a"
"JSM", "SLM Corporation", "n/a"
"OSM", "SLM Corporation", "n/a"
"SLM", "SLM Corporation", "$2.61B"
"SLMAP", "SLM Corporation", "$144.51M"
"SLMBP", "SLM Corporation", "$154M"
"SMT", "SMART Technologies Inc.", "$33.17M"
"SMBK", "SmartFinancial, "15.09"
"SWHC", "Smith & Wesson Holding Corporation", "$1.27B"
"SMSI", "Smith Micro Software, "0.65"
"SMTX", "SMTC Corporation", "$22.33M"
"LNCE", "Snyder's-Lance, "30.64"
"SODA", "SodaStream International Ltd.", "$295.59M"
"SOHU", "Sohu.com Inc.", "$1.78B"
"SLRC", "Solar Capital Ltd.", "$699.83M"
"SUNS", "Solar Senior Capital Ltd.", "$152.47M"
"SLTD", "Solar3D, "2.43"
"SCTY", "SolarCity Corporation", "$2.04B"
"SEDG", "SolarEdge Technologies, "26.59"
"SZYM", "Solazyme, "1.59"
"SONC", "Sonic Corp.", "$1.44B"
"SOFO", "Sonic Foundry, "5.3"
"SONS", "Sonus Networks, "7.15"
"SPHS", "Sophiris Bio, "1.82"
"SORL", "SORL Auto Parts, "1.59"
"SRNE", "Sorrento Therapeutics, "6.47"
"SOHO", "Sotherly Hotels Inc.", "$75.79M"
"SOHOL", "Sotherly Hotels LP", "n/a"
"SOHOM", "Sotherly Hotels LP", "n/a"
"SFBC", "Sound Financial Bancorp, "21.54"
"SSB", "South State Corporation", "$1.5B"
"SOCB", "Southcoast Financial Corporation", "$93.63M"
"SFST", "Southern First Bancshares, "22.46"
"SMBC", "Southern Missouri Bancorp, "23.4"
"SONA", "Southern National Bancorp of Virginia, "12.61"
"SBSI", "Southside Bancshares, "23.52"
"OKSB", "Southwest Bancorp, "15.32"
"SP", "SP Plus Corporation", "$540.45M"
"SPAN", "Span-America Medical Systems, "19.42"
"SBSA", "Spanish Broadcasting System, "3.2399"
"SGRP", "SPAR Group, "1.02"
"SPKE", "Spark Energy, "24.62"
"ONCE", "Spark Therapeutics, "32.69"
"SPAR", "Spartan Motors, "2.89"
"SPTN", "SpartanNash Company", "$796.27M"
"SPPI", "Spectrum Pharmaceuticals, "4.55"
"ANY", "Sphere 3D Corp.", "$60.29M"
"SPEX", "Spherix Incorporated", "$4.31M"
"SPI", "SPI Energy Co., "7.87"
"SAVE", "Spirit Airlines, "46.79"
"SPLK", "Splunk Inc.", "$4.48B"
"SPOK", "Spok Holdings, "17.44"
"SPWH", "Sportsman's Warehouse Holdings, "12.25"
"FUND", "Sprott Focus Trust, "5.34"
"SFM", "Sprouts Farmers Market, "24.84"
"SPSC", "SPS Commerce, "41.4"
"SSNC", "SS&C Technologies Holdings, "57.83"
"STAA", "STAAR Surgical Company", "$259.68M"
"STAF", "Staffing 360 Solutions, "3"
"STMP", "Stamps.com Inc.", "$1.56B"
"STLY", "Stanley Furniture Company, "2.47"
"SPLS", "Staples, "9.16"
"SBLK", "Star Bulk Carriers Corp.", "$107.96M"
"SBLKL", "Star Bulk Carriers Corp.", "n/a"
"SBUX", "Starbucks Corporation", "$85.18B"
"STRZA", "Starz", "$2.31B"
"STRZB", "Starz", "$2.54B"
"STFC", "State Auto Financial Corporation", "$899.81M"
"STBZ", "State Bank Financial Corporation.", "$676.5M"
"SNC", "State National Companies, "10.05"
"STDY", "SteadyMed Ltd.", "$33.68M"
"GASS", "StealthGas, "3.3"
"STLD", "Steel Dynamics, "18.67"
"SXCL", "Steel Excel Inc.", "$154.27M"
"SMRT", "Stein Mart, "6.84"
"SBOT", "Stellar Biotechnologies, "6.01"
"STEM", "StemCells, "0.3236"
"STML", "Stemline Therapeutics, "4.35"
"STXS", "Stereotaxis, "0.898"
"SRCL", "Stericycle, "111.41"
"SRCLP", "Stericycle, "85.77"
"STRL", "Sterling Construction Company Inc", "$90.89M"
"SHOO", "Steven Madden, "34.02"
"SSFN", "Stewardship Financial Corp", "$36.42M"
"SYBT", "Stock Yards Bancorp, "37.33"
"BANX", "StoneCastle Financial Corp", "$100.31M"
"SGBK", "Stonegate Bank", "$364.39M"
"SSKN", "Strata Skin Sciences, "1"
"SSYS", "Stratasys, "17.11"
"STRT", "Strattec Security Corporation", "$176.7M"
"STRS", "Stratus Properties, "21.93"
"STRA", "Strayer Education, "43.03"
"STRM", "Streamline Health Solutions, "1.42"
"SBBP", "Strongbridge Biopharma plc", "$82.91M"
"STB", "Student Transportation Inc", "$394.18M"
"SCMP", "Sucampo Pharmaceuticals, "12.65"
"SUMR", "Summer Infant, "1.6"
"SMMF", "Summit Financial Group, "12.2399"
"SSBI", "Summit State Bank", "$64.29M"
"SMMT", "Summit Therapeutics plc", "$92.18M"
"SNBC", "Sun Bancorp, "20.72"
"SNHY", "Sun Hydraulics Corporation", "$752.75M"
"SNDE", "Sundance Energy Australia Limited", "n/a"
"SEMI", "SunEdison Semiconductor Limited", "$154.41M"
"SNSS", "Sunesis Pharmaceuticals, "0.696"
"STKL", "SunOpta, "5.25"
"SPWR", "SunPower Corporation", "$3.29B"
"RUN", "Sunrun Inc.", "$538.77M"
"SBCP", "Sunshine Bancorp, "14.23"
"SSH", "Sunshine Heart Inc", "$16.87M"
"SMCI", "Super Micro Computer, "32.2"
"SPCB", "SuperCom, "4.53"
"SCON", "Superconductor Technologies Inc.", "$6.35M"
"SGC", "Superior Uniform Group, "16.99"
"SUPN", "Supernus Pharmaceuticals, "13.35"
"SPRT", "support.com, "0.7238"
"SGRY", "Surgery Partners, "12.64"
"SCAI", "Surgical Care Affiliates, "41.34"
"SRDX", "SurModics, "19.44"
"SBBX", "Sussex Bancorp", "$59.93M"
"TOR", "Sutor Technology Group Limited", "$643906.58"
"SIVB", "SVB Financial Group", "$4.54B"
"SIVBO", "SVB Financial Group", "n/a"
"SYKE", "Sykes Enterprises, "29.77"
"SYMC", "Symantec Corporation", "$13.02B"
"SSRG", "Symmetry Surgical Inc.", "$88.3M"
"SYNC", "Synacor, "1.66"
"SYNL", "Synalloy Corporation", "$64.69M"
"SYNA", "Synaptics Incorporated", "$2.92B"
"SNCR", "Synchronoss Technologies, "25.8"
"SNDX", "Syndax Pharmaceuticals, "n/a"
"SGYP", "Synergy Pharmaceuticals, "4"
"SGYPU", "Synergy Pharmaceuticals, "9.5"
"SGYPW", "Synergy Pharmaceuticals, "0.9799"
"ELOS", "Syneron Medical Ltd.", "$255.33M"
"SNPS", "Synopsys, "43.61"
"SNTA", "Synta Pharmaceuticals Corp.", "$33.68M"
"SYNT", "Syntel, "45.7"
"SYMX", "Synthesis Energy Systems, "0.78"
"SYUT", "Synutra International, "4.94"
"SYPR", "Sypris Solutions, "0.7661"
"SYRX", "Sysorex Global", "$13.4M"
"TROW", "T. Rowe Price Group, "70.26"
"TTOO", "T2 Biosystems, "8.28"
"TAIT", "Taitron Components Incorporated", "$5.37M"
"TTWO", "Take-Two Interactive Software, "34.35"
"TLMR", "Talmer Bancorp, "16.36"
"TNDM", "Tandem Diabetes Care, "7.25"
"TLF", "Tandy Leather Factory, "6.99"
"TNGO", "Tangoe, "7.92"
"TANH", "Tantech Holdings Ltd.", "$113.4M"
"TEDU", "Tarena International, "9.25"
"TASR", "TASER International, "17.13"
"TATT", "TAT Technologies Ltd.", "$59.46M"
"TAYD", "Taylor Devices, "13.45"
"TCPC", "TCP Capital Corp.", "$650M"
"AMTD", "TD Ameritrade Holding Corporation", "$14.91B"
"TEAR", "TearLab Corporation", "$28.7M"
"TECD", "Tech Data Corporation", "$2.35B"
"TCCO", "Technical Communications Corporation", "$4.78M"
"TTGT", "TechTarget, "6.63"
"TGLS", "Tecnoglass Inc.", "$274.12M"
"TGEN", "Tecogen Inc.", "$69.48M"
"TSYS", "TeleCommunication Systems, "4.94"
"TNAV", "TeleNav, "5.91"
"TTEC", "TeleTech Holdings, "26.11"
"TLGT", "Teligent, "6.23"
"TENX", "Tenax Therapeutics, "2.41"
"GLBL", "TerraForm Global, "3.04"
"TERP", "TerraForm Power, "8.54"
"TRTL", "Terrapin 3 Acquisition Corporation", "$264.46M"
"TRTLU", "Terrapin 3 Acquisition Corporation", "$186.3M"
"TRTLW", "Terrapin 3 Acquisition Corporation", "n/a"
"TBNK", "Territorial Bancorp Inc.", "$247.62M"
"TSRO", "TESARO, "39.74"
"TESO", "Tesco Corporation", "$252.37M"
"TSLA", "Tesla Motors, "168.68"
"TESS", "TESSCO Technologies Incorporated", "$130.38M"
"TSRA", "Tessera Technologies, "27.93"
"TTEK", "Tetra Tech, "26.66"
"TLOG", "TetraLogic Pharmaceuticals Corporation", "$3.7M"
"TTPH", "Tetraphase Pharmaceuticals, "4.67"
"TCBI", "Texas Capital Bancshares, "33.89"
"TCBIL", "Texas Capital Bancshares, "22.8"
"TCBIP", "Texas Capital Bancshares, "22.6899"
"TCBIW", "Texas Capital Bancshares, "16.8"
"TXN", "Texas Instruments Incorporated", "$54.46B"
"TXRH", "Texas Roadhouse, "37.84"
"TFSL", "TFS Financial Corporation", "$4.81B"
"TGTX", "TG Therapeutics, "9.02"
"ABCO", "The Advisory Board Company", "$1.65B"
"ANDE", "The Andersons, "26.73"
"TBBK", "The Bancorp, "4.57"
"BONT", "The Bon-Ton Stores, "1.71"
"CG", "The Carlyle Group L.P.", "$4.71B"
"CAKE", "The Cheesecake Factory Incorporated", "$2.45B"
"CHEF", "The Chefs' Warehouse, "14.5"
"TCFC", "The Community Financial Corporation", "$94.13M"
"DSGX", "The Descartes Systems Group Inc.", "$1.25B"
"DXYN", "The Dixie Group, "4.19"
"ENSG", "The Ensign Group, "18.87"
"XONE", "The ExOne Company", "$128.98M"
"FINL", "The Finish Line, "18.69"
"FBMS", "The First Bancshares, "17.7"
"FLIC", "The First of Long Island Corporation", "$386.74M"
"TFM", "The Fresh Market, "23.39"
"GT", "The Goodyear Tire & Rubber Company", "$8.22B"
"HABT", "The Habit Restaurants, "19.71"
"HCKT", "The Hackett Group, "13.45"
"HAIN", "The Hain Celestial Group, "37.27"
"CUBA", "The Herzfeld Caribbean Basin Fund, "5.92"
"INTG", "The Intergroup Corporation", "$59.59M"
"JYNT", "The Joint Corp.", "$42.3M"
"KEYW", "The KEYW Holding Corporation", "$169.72M"
"KHC", "The Kraft Heinz Company", "$90.09B"
"MDCO", "The Medicines Company", "$2.29B"
"MIK", "The Michaels Companies, "22.87"
"MIDD", "The Middleby Corporation", "$4.96B"
"NAVG", "The Navigators Group, "80.64"
"STKS", "The ONE Group Hospitality, "2.69"
"PCLN", "The Priceline Group Inc. ", "$61.51B"
"PRSC", "The Providence Service Corporation", "$685.66M"
"BITE", "The Restaurant ETF", "n/a"
"RMR", "The RMR Group Inc.", "$675.49M"
"SPNC", "The Spectranetics Corporation", "$524.01M"
"ULTI", "The Ultimate Software Group, "165.36"
"YORW", "The York Water Company", "$357.01M"
"NCTY", "The9 Limited", "$52.44M"
"TBPH", "Theravance Biopharma, "16.1"
"TST", "TheStreet, "1.12"
"TCRD", "THL Credit, "9.12"
"THLD", "Threshold Pharmaceuticals, "0.3"
"TICC", "TICC Capital Corp.", "$299.34M"
"TTS", "Tile Shop Hldgs, "13.18"
"TIL", "Till Capital Ltd.", "$10.29M"
"TSBK", "Timberland Bancorp, "12.24"
"TIPT", "Tiptree Financial Inc.", "$252.57M"
"TITN", "Titan Machinery Inc.", "$185.97M"
"TTNP", "Titan Pharmaceuticals, "3.84"
"TIVO", "TiVo Inc.", "$776.88M"
"TMUS", "T-Mobile US, "36.85"
"TMUSP", "T-Mobile US, "64.18"
"TBRA", "Tobira Therapeutics, "7.47"
"TKAI", "Tokai Pharmaceuticals, "6.85"
"TNXP", "Tonix Pharmaceuticals Holding Corp.", "$52.92M"
"TISA", "Top Image Systems, "2.02"
"TOPS", "TOP Ships Inc.", "$4.37M"
"TORM ", "TOR Minerals International Inc", "$11.6M"
"TRCH", "Torchlight Energy Resources, "0.628"
"TSEM", "Tower Semiconductor Ltd.", "$974.03M"
"TWER", "Towerstream Corporation", "$13.36M"
"CLUB", "Town Sports International Holdings, "1.09"
"TOWN", "Towne Bank", "$889.25M"
"TCON", "TRACON Pharmaceuticals, "7.4"
"TSCO", "Tractor Supply Company", "$11.55B"
"TWMC", "Trans World Entertainment Corp.", "$112.8M"
"TACT", "TransAct Technologies Incorporated", "$54.83M"
"TRNS", "Transcat, "9.25"
"TBIO", "Transgenomic, "0.621"
"TGA", "Transglobe Energy Corp", "$100.37M"
"TTHI", "Transition Therapeutics, "0.89"
"TZOO", "Travelzoo Inc.", "$116.08M"
"TRVN", "Trevena, "8.52"
"TCBK", "TriCo Bancshares", "$558.41M"
"TRIL", "Trillium Therapeutics Inc.", "$63.62M"
"TRS", "TriMas Corporation", "$719.08M"
"TRMB", "Trimble Navigation Limited", "$5.79B"
"TRIB", "Trinity Biotech plc", "$224.69M"
"TRIP", "TripAdvisor, "65.35"
"TSC", "TriState Capital Holdings, "11.8"
"TBK", "Triumph Bancorp, "13.55"
"TROV", "TrovaGene, "4.54"
"TROVU", "TrovaGene, "17.09"
"TROVW", "TrovaGene, "3.329"
"TRUE", "TrueCar, "5.9"
"THST", "Truett-Hurst, "1.27"
"TRST", "TrustCo Bank Corp NY", "$534.41M"
"TRMK", "Trustmark Corporation", "$1.49B"
"TSRI", "TSR, "3.73"
"TTMI", "TTM Technologies, "6.43"
"TUBE", "TubeMogul, "11.74"
"TCX", "Tucows Inc.", "$223.54M"
"TUES", "Tuesday Morning Corp.", "$287.84M"
"TOUR", "Tuniu Corporation", "$1.21B"
"HEAR", "Turtle Beach Corporation", "$44.22M"
"TUTI", "Tuttle Tactical Management Multi-Strategy Income ETF", "$39.69M"
"TUTT", "Tuttle Tactical Management U.S. Core ETF", "$64.14M"
"FOX", "Twenty-First Century Fox, "26.47"
"FOXA", "Twenty-First Century Fox, "26.47"
"TWIN", "Twin Disc, "8.98"
"TRCB", "Two River Bancorp", "$71.54M"
"USCR", "U S Concrete, "53.54"
"PRTS", "U.S. Auto Parts Network, "2.88"
"USEG", "U.S. Energy Corp.", "$12.47M"
"GROW", "U.S. Global Investors, "1.61"
"UREE", "U.S. Rare Earths, "0.12"
"UBIC", "UBIC, "11.76"
"UBNT", "Ubiquiti Networks, "33.96"
"UFPT", "UFP Technologies, "21.15"
"ULTA", "Ulta Salon, Inc."
"UCTT", "Ultra Clean Holdings, "4.82"
"RARE", "Ultragenyx Pharmaceutical Inc.", "$2.39B"
"ULBI", "Ultralife Corporation", "$80.36M"
"ULTR", "Ultrapetrol (Bahamas) Limited", "$14.1M"
"UTEK", "Ultratech, "19.09"
"UMBF", "UMB Financial Corporation", "$2.41B"
"UMPQ", "Umpqua Holdings Corporation", "$3.39B"
"UNAM", "Unico American Corporation", "$50.63M"
"UNIS", "Unilife Corporation", "$166.59M"
"UBSH", "Union Bankshares Corporation", "$993.71M"
"UNB", "Union Bankshares, "27.9099"
"UNXL", "Uni-Pixel, "0.528"
"QURE", "uniQure N.V.", "$378.91M"
"UBCP", "United Bancorp, "9.1"
"UBOH", "United Bancshares, "16.7786"
"UBSI", "United Bankshares, "34.55"
"UCBA", "United Community Bancorp", "$54.83M"
"UCBI", "United Community Banks, "16.87"
"UCFC", "United Community Financial Corp.", "$284.79M"
"UDF", "United Development Funding IV", "$216.24M"
"UBNK", "United Financial Bancorp, "11.31"
"UFCS", "United Fire Group, "36.87"
"UIHC", "United Insurance Holdings Corp.", "$306.77M"
"UNFI", "United Natural Foods, "35.94"
"UNTD", "United Online, "10.71"
"UBFO", "United Security Bancshares", "$83.49M"
"USBI", "United Security Bancshares, "8.27"
"USLM", "United States Lime & Minerals, "51.52"
"UTHR", "United Therapeutics Corporation", "$6.01B"
"UG", "United-Guardian, "21.49"
"UNTY", "Unity Bancorp, "10.22"
"OLED", "Universal Display Corporation", "$2.15B"
"UEIC", "Universal Electronics Inc.", "$751.61M"
"UFPI", "Universal Forest Products, "64.09"
"USAP", "Universal Stainless & Alloy Products, "8.29"
"UACL", "Universal Truckload Services, "14.63"
"UVSP", "Univest Corporation of Pennsylvania", "$372.55M"
"UPIP", "Unwired Planet, "9.13"
"UPLD", "Upland Software, "6.95"
"URRE", "Uranium Resources, "0.25"
"URBN", "Urban Outfitters, "26.67"
"ECOL", "US Ecology, "31.48"
"USAT", "USA Technologies, "3.8"
"USATP", "USA Technologies, "15.3"
"USAK", "USA Truck, "16.57"
"USMD", "USMD Holdings, "7.5355"
"UTMD", "Utah Medical Products, "58.14"
"UTSI", "UTStarcom Holdings Corp", "$79.24M"
"VALX", "Validea Market Legends ETF", "$19.86M"
"VALU", "Value Line, "15.75"
"VNDA", "Vanda Pharmaceuticals Inc.", "$354.31M"
"VWOB", "Vanguard Emerging Markets Government Bond ETF", "$399.33M"
"VNQI", "Vanguard Global ex-U.S. Real Estate ETF", "$2.85B"
"VGIT", "Vanguard Intermediate -Term Government Bond ETF", "$363.28M"
"VCIT", "Vanguard Intermediate-Term Corporate Bond ETF", "$5.35B"
"VCLT", "Vanguard Long-Term Corporate Bond ETF", "$976.83M"
"VGLT", "Vanguard Long-Term Government Bond ETF", "$135.51M"
"VMBS", "Vanguard Mortgage-Backed Securities ETF", "$1.51B"
"VNR", "Vanguard Natural Resources LLC", "$287.02M"
"VNRAP", "Vanguard Natural Resources LLC", "n/a"
"VNRBP", "Vanguard Natural Resources LLC", "$35.98M"
"VNRCP", "Vanguard Natural Resources LLC", "n/a"
"VONE", "Vanguard Russell 1000 ETF", "$483.67M"
"VONG", "Vanguard Russell 1000 Growth ETF", "$439.76M"
"VONV", "Vanguard Russell 1000 Value ETF", "$387.84M"
"VTWO", "Vanguard Russell 2000 ETF", "$482.82M"
"VTWG", "Vanguard Russell 2000 Growth ETF", "$123.09M"
"VTWV", "Vanguard Russell 2000 Value ETF", "$65.69M"
"VTHR", "Vanguard Russell 3000 ETF", "$157.48M"
"VCSH", "Vanguard Short-Term Corporate Bond ETF", "$10.39B"
"VGSH", "Vanguard Short-Term Government ETF", "$581.12M"
"VTIP", "Vanguard Short-Term Inflation-Protected Securities Index Fund", "$1.78B"
"BNDX", "Vanguard Total International Bond ETF", "$3.54B"
"VXUS", "Vanguard Total International Stock ETF", "$4.16B"
"VRNS", "Varonis Systems, "16.87"
"VDSI", "VASCO Data Security International, "13.61"
"VBLT", "Vascular Biogenics Ltd.", "$65.26M"
"VASC", "Vascular Solutions, "25.65"
"VBIV", "VBI Vaccines Inc.", "$51.77M"
"WOOF", "VCA Inc. ", "$4.13B"
"VECO", "Veeco Instruments Inc.", "$784.06M"
"APPY", "Venaxis, "0.2131"
"VRA", "Vera Bradley, "14.8"
"VCYT", "Veracyte, "6.32"
"VSTM", "Verastem, "1.18"
"VCEL", "Vericel Corporation", "$48.53M"
"VRNT", "Verint Systems Inc.", "$1.98B"
"VRSN", "VeriSign, "81.45"
"VRSK", "Verisk Analytics, "68.39"
"VBTX", "Veritex Holdings, "13.29"
"VRML", "Vermillion, "1.38"
"VSAR", "Versartis, "8.25"
"VTNR", "Vertex Energy, "1.71"
"VRTX", "Vertex Pharmaceuticals Incorporated", "$21.68B"
"VRTB", "Vestin Realty Mortgage II, "1.314"
"VIA", "Viacom Inc.", "$15.77B"
"VIAB", "Viacom Inc.", "$12.46B"
"VSAT", "ViaSat, "69.2"
"VIAV", "Viavi Solutions Inc.", "$1.42B"
"VICL", "Vical Incorporated", "$31.12M"
"VICR", "Vicor Corporation", "$286.28M"
"CIZ", "Victory CEMP Developed Enhanced Volatility Wtd Index ETF", "n/a"
"CID", "Victory CEMP International High Div Volatility Wtd Index ETF", "n/a"
"CIL", "Victory CEMP International Volatility Wtd Index ETF", "n/a"
"CFO", "Victory CEMP US 500 Enhanced Volatility Wtd Index ETF", "$23.77M"
"CFA", "Victory CEMP US 500 Volatility Wtd Index ETF", "$6.79M"
"CSF", "Victory CEMP US Discovery Enhanced Volatility Wtd Index ETF", "$17.64M"
"CDC", "Victory CEMP US EQ Income Enhanced Volatility Wtd Index ETF", "$22.91M"
"CDL", "Victory CEMP US Large Cap High Div Volatility Wtd Index ETF", "n/a"
"CSB", "Victory CEMP US Small Cap High Div Volatility Wtd Index ETF", "n/a"
"CSA", "Victory CEMP US Small Cap Volatility Wtd Index ETF", "$1.56B"
"VBND", "Vident Core U.S. Bond Strategy Fund", "$431.55M"
"VUSE", "Vident Core US Equity ETF", "$354.01M"
"VIDI", "Vident International Equity Fund", "n/a"
"VDTH", "Videocon d2h Limited", "$563.95M"
"VKTX", "Viking Therapeutics, "1.72"
"VBFC", "Village Bank and Trust Financial Corp.", "$27.41M"
"VLGEA", "Village Super Market, "24.66"
"VIP", "VimpelCom Ltd.", "$6.66B"
"VNOM", "Viper Energy Partners LP", "$1.19B"
"VIRC", "Virco Manufacturing Corporation", "$50.84M"
"VA", "Virgin America Inc.", "$1.31B"
"VIRT", "Virtu Financial, "21.3"
"VSCP", "VirtualScopics, "3.8"
"VRTS", "Virtus Investment Partners, "94.47"
"VRTU", "Virtusa Corporation", "$993.92M"
"VISN", "VisionChina Media, "9.53"
"VTAE", "Vitae Pharmaceuticals, "8.6"
"VTL", "Vital Therapies, "8.05"
"VVUS", "VIVUS, "1.06"
"VOD", "Vodafone Group Plc", "$82.4B"
"VLTC", "Voltari Corporation", "$38.5M"
"VOXX", "VOXX International Corporation", "$91.08M"
"VYGR", "Voyager Therapeutics, "9.93"
"VRNG", "Vringo, "1.39"
"VSEC", "VSE Corporation", "$312.6M"
"VTVT", "vTv Therapeutics Inc.", "$211.31M"
"VUZI", "Vuzix Corporation", "$91.54M"
"VWR", "VWR Corporation", "$3.05B"
"WGBS", "WaferGen Bio-systems, "0.64"
"WBA", "Walgreens Boots Alliance, "78.16"
"WRES", "Warren Resources, "0.1099"
"WAFD", "Washington Federal, "21.21"
"WAFDW", "Washington Federal, "4.3"
"WASH", "Washington Trust Bancorp, "37.1"
"WFBI", "WashingtonFirst Bankshares Inc", "$220.89M"
"WSBF", "Waterstone Financial, "13.57"
"WVE", "WAVE Life Sciences Ltd.", "$218.1M"
"WNFM", "Wayne Farms, "n/a"
"WAYN", "Wayne Savings Bancshares Inc.", "$35.93M"
"WSTG", "Wayside Technology Group, "16.63"
"WDFC", "WD-40 Company", "$1.52B"
"FLAG", "WeatherStorm Forensic Accounting Long Short ETF", "$11.4M"
"WEB", "Web.com Group, "17.47"
"WBMD", "WebMD Health Corp", "$1.99B"
"WB", "Weibo Corporation", "$2.92B"
"WEBK", "Wellesley Bancorp, "18.46"
"WEN", "Wendy's Company (The)", "$2.68B"
"WERN", "Werner Enterprises, "26.86"
"WSBC", "WesBanco, "28"
"WTBA", "West Bancorporation", "$285.3M"
"WSTC", "West Corporation", "$1.78B"
"WMAR", "West Marine, "8.25"
"WABC", "Westamerica Bancorporation", "$1.17B"
"WBB", "Westbury Bancorp, "18.4"
"WSTL", "Westell Technologies, "1.21"
"WDC", "Western Digital Corporation", "$10.08B"
"WFD", "Westfield Financial, "7.96"
"WLB", "Westmoreland Coal Company", "$91.95M"
"WPRT", "Westport Innovations Inc", "$117.73M"
"WEYS", "Weyco Group, "25.83"
"WHLR", "Wheeler Real Estate Investment Trust, "1.23"
"WHLRP", "Wheeler Real Estate Investment Trust, "19.1568"
"WHLRW", "Wheeler Real Estate Investment Trust, "0.0201"
"WHF", "WhiteHorse Finance, "9.39"
"WHFBL", "WhiteHorse Finance, "24.27"
"WFM", "Whole Foods Market, "31.76"
"WILN", "Wi-Lan Inc", "$172.8M"
"WHLM", "Wilhelmina International, "6.486"
"WVVI", "Willamette Valley Vineyards, "6.8201"
"WVVIP", "Willamette Valley Vineyards, "n/a"
"WLDN", "Willdan Group, "8.27"
"WLFC", "Willis Lease Finance Corporation", "$147.75M"
"WLTW", "Willis Towers Watson Public Limited Company", "$7.57B"
"WIBC", "Wilshire Bancorp, "9.87"
"WIN", "Windstream Holdings, "6.12"
"WING", "Wingstop Inc.", "$648.51M"
"WINA", "Winmark Corporation", "$417.92M"
"WINS", "Wins Finance Holdings Inc.", "$243.68M"
"WTFC", "Wintrust Financial Corporation", "$2B"
"WTFCM", "Wintrust Financial Corporation", "n/a"
"WTFCW", "Wintrust Financial Corporation", "n/a"
"AGND", "WisdomTree Barclays U.S. Aggregate Bond Negative Duration Fund", "$33.93M"
"AGZD", "WisdomTree Barclays U.S. Aggregate Bond Zero Duration Fund", "$65.88M"
"HYND", "WisdomTree BofA Merrill Lynch High Yield Bond Negative Duratio", "$7.13M"
"HYZD", "WisdomTree BofA Merrill Lynch High Yield Bond Zero Duration Fu", "$18.08M"
"CXSE", "WisdomTree China ex-State-Owned Enterprises Fund", "$14.67M"
"EMCG", "WisdomTree Emerging Markets Consumer Growth Fund", "$14.15M"
"EMCB", "WisdomTree Emerging Markets Corporate Bond Fund", "$97.1M"
"DGRE", "WisdomTree Emerging Markets Quality Dividend Growth Fund", "$11.22M"
"DXGE", "WisdomTree Germany Hedged Equity Fund", "$327.46M"
"WETF", "WisdomTree Investments, "11.87"
"DXJS", "WisdomTree Japan Hedged SmallCap Equity Fund", "$164.81M"
"JGBB", "WisdomTree Japan Interest Rate Strategy Fund", "$4.6M"
"DXKW", "WisdomTree Korea Hedged Equity Fund", "$26.01M"
"GULF", "WisdomTree Middle East Dividend Fund", "$38.59M"
"CRDT", "WisdomTree Strategic Corporate Bond Fund", "$7.02M"
"DGRW", "WisdomTree U.S. Quality Dividend Growth Fund", "$508.49M"
"DGRS", "WisdomTree U.S. SmallCap Quality Dividend Growth Fund", "$23.95M"
"DXPS", "WisdomTree United Kingdom Hedged Equity Fund", "$33M"
"UBND", "WisdomTree Western Asset Unconstrained Bond Fund", "$4.58M"
"WIX", "Wix.com Ltd.", "$778.01M"
"WLRH", "WL Ross Holding Corp.", "$622.19M"
"WLRHU", "WL Ross Holding Corp.", "$410.8M"
"WLRHW", "WL Ross Holding Corp.", "n/a"
"WMIH", "WMIH Corp.", "$482.43M"
"WBKC", "Wolverine Bancorp, "25.52"
"WWD", "Woodward, "47.48"
"WKHS", "Workhorse Group, "5.13"
"WRLD", "World Acceptance Corporation", "$295.37M"
"WOWO", "Wowo Limited", "$390.48M"
"WPCS", "WPCS International Incorporated", "$3M"
"WPPGY", "WPP plc", "$28.04B"
"WMGI", "Wright Medical Group N.V.", "$1.78B"
"WMGIZ", "Wright Medical Group N.V.", "n/a"
"WSFS", "WSFS Financial Corporation", "$828.43M"
"WSFSL", "WSFS Financial Corporation", "n/a"
"WSCI", "WSI Industries Inc.", "$10.89M"
"WVFC", "WVS Financial Corp.", "$23.23M"
"WYNN", "Wynn Resorts, "76.21"
"XBIT", "XBiotech Inc.", "$263.27M"
"XELB", "Xcel Brands, "5.2"
"XCRA", "Xcerra Corporation", "$287.92M"
"XNCR", "Xencor, "11.81"
"XBKS", "Xenith Bankshares, "6.96"
"XENE", "Xenon Pharmaceuticals Inc.", "$114.15M"
"XNPT", "XenoPort, "4.14"
"XGTI", "XG Technology, "0.1626"
"XGTIW", "XG Technology, "0.0451"
"XLNX", "Xilinx, "48.82"
"XOMA", "XOMA Corporation", "$97.89M"
"XPLR", "Xplore Technologies Corp", "$43.96M"
"XCOM", "Xtera Communications, "3.19"
"XTLB", "XTL Biopharmaceuticals Ltd.", "$16.41M"
"XNET", "Xunlei Limited", "$393.57M"
"MESG", "Xura, "19.12"
"YHOO", "Yahoo! Inc.", "$27.74B"
"YNDX", "Yandex N.V.", "$4.35B"
"YOD", "You On Demand Holdings, "1.46"
"YCB", "Your Community Bankshares, "31.99"
"YRCW", "YRC Worldwide, "8.33"
"YECO", "Yulong Eco-Materials Limited", "$40.48M"
"YY", "YY Inc.", "$2.98B"
"ZFGN", "Zafgen, "7.44"
"ZAGG", "ZAGG Inc", "$265.29M"
"ZAIS", "ZAIS Group Holdings, "6.54"
"ZBRA", "Zebra Technologies Corporation", "$3.49B"
"ZLTQ", "ZELTIQ Aesthetics, "20.59"
"ZHNE", "Zhone Technologies, "1.28"
"Z", "Zillow Group, "19.38"
"ZG", "Zillow Group, "20.19"
"ZN", "Zion Oil & Gas Inc", "$69.95M"
"ZNWAA", "Zion Oil & Gas Inc", "n/a"
"ZION", "Zions Bancorporation", "$4.41B"
"ZIONW", "Zions Bancorporation", "n/a"
"ZIONZ", "Zions Bancorporation", "n/a"
"ZIOP", "ZIOPHARM Oncology Inc", "$841.62M"
"ZIXI", "Zix Corporation", "$190.85M"
"ZGNX", "Zogenix, "10.45"
"ZSAN", "Zosano Pharma Corporation", "$27.52M"
"ZUMZ", "Zumiez Inc.", "$531.84M"
"ZYNE", "Zynerba Pharmaceuticals, "6.39"
"ZNGA", "Zynga Inc.", "$1.74B"
================================================
FILE: homework_assignments/hw_set3/company_list_corrected.csv
================================================
"Symbol", "Name", "Market Cap"
"TFSC","1347 Capital Corp.",18.13M
"TFSCR","1347 Capital Corp.",N/A
"TFSCU","1347 Capital Corp.",N/A
"TFSCW","1347 Capital Corp.",N/A
"PIH","1347 Property Insurance Holding",38.64M
"FLWS","1-800 FLOWERS.COM, Inc.",519.58M
"FCTY","1st Century Bancshares, Inc",79.02M
"FCCY","1st Constitution Bancorp (NJ)",92.93M
"SRCE","1st Source Corporation",792.96M
"VNET","21Vianet Group, Inc.",1.66B
"TWOU","2U, Inc.",858.65M
"JOBS","51job, Inc.",1.67B
"SIXD","6D GLOBAL TECHNOLOGI",226.92M
"CAFD","8point3 Energy Partners LP",316.31M
"EGHT","8x8 Inc",979.21M
"AVHI","A V Homes, Inc.",206.91M
"SHLM","A. Schulman, Inc.",716.82M
"AAON","AAON, Inc.",1.16B
"ABAX","ABAXIS, Inc.",892.32M
"ABY","Abengoa Yield plc",1.60B
"ABGB","Abengoa, S.A.",1.45B
"ABEO","Abeona Therapeutics Inc.",81.18M
"ABEOW","Abeona Therapeutics Inc.",N/A
"ABIL","Ability Inc.",855220.00
"ABILW","Ability Inc.",N/A
"ABMD","ABIOMED, Inc.",3.50B
"AXAS","Abraxas Petroleum Corporation",100.08M
"ACTG","Acacia Research Corporation",195.84M
"ACHC","Acadia Healthcare Company, Inc.",3.97B
"ACAD","ACADIA Pharmaceuticals Inc.",2.03B
"ACST","Acasti Pharma, Inc.",16.74M
"AXDX","Accelerate Diagnostics, Inc.",538.20M
"XLRN","Acceleron Pharma Inc.",888.85M
"ANCX","Access National Corporation",203.18M
"ARAY","Accuray Incorporated",406.64M
"VXDN","AccuShares Spot CBOE VIX Down S",N/A
"VXUP","AccuShares Spot CBOE VIX Up Sha",N/A
"ACRX","AcelRx Pharmaceuticals, Inc.",171.11M
"ACET","Aceto Corporation",625.89M
"AKAO","Achaogen, Inc.",69.38M
"ACHN","Achillion Pharmaceuticals, Inc.",942.15M
"ACIW","ACI Worldwide, Inc.",2.17B
"ACRS","Aclaris Therapeutics, Inc.",337.83M
"ACNB","ACNB Corporation",131.84M
"ACOR","Acorda Therapeutics, Inc.",1.49B
"ACTS","Actions Semiconductor Co., Ltd.",61.60M
"ACPW","Active Power, Inc.",25.42M
"ATVI","Activision Blizzard, Inc",23.10B
"ACTA","Actua Corporation",288.38M
"ACUR","Acura Pharmaceuticals, Inc.",25.25M
"ACXM","Acxiom Corporation",1.57B
"ADMS","Adamas Pharmaceuticals, Inc.",271.91M
"ADMP","Adamis Pharmaceuticals Corporat",71.72M
"ADAP","Adaptimmune Therapeutics plc",593.89M
"ADUS","Addus HomeCare Corporation",245.54M
"AEY","ADDvantage Technologies Group, ",16.62M
"IOTS","Adesto Technologies Corporation",58.72M
"ADMA","ADMA Biologics Inc",48.21M
"ADBE","Adobe Systems Incorporated",41.76B
"ADTN","ADTRAN, Inc.",921.15M
"ADRO","Aduro Biotech, Inc.",925.60M
"AAAP","Advanced Accelerator Applicatio",1.08B
"AEIS","Advanced Energy Industries, Inc",1.19B
"AITP",N/A,N/A
"AITPU",N/A,N/A
"AMD","Advanced Micro Devices, Inc.",1.59B
"ADXS","Advaxis, Inc.",212.07M
"ADXSW","Advaxis, Inc.",N/A
"MAUI","AdvisorShares Market Adaptive U",N/A
"YPRO","AdvisorShares YieldPro ETF",N/A
"AEGR","Aegerion Pharmaceuticals, Inc.",186.06M
"AEGN","Aegion Corp",636.51M
"AEHR","Aehr Test Systems",16.06M
"AMTX","Aemetis, Inc",35.83M
"AEPI","AEP Industries Inc.",391.09M
"AERI","Aerie Pharmaceuticals, Inc.",436.59M
"AVAV","AeroVironment, Inc.",586.58M
"AEZS","AEterna Zentaris Inc.",18.92M
"AEMD","AETHLON MEDICAL INC",37.27M
"AFMD","Affimed N.V.",98.14M
"AFFX","Affymetrix, Inc.",1.13B
"AGEN","Agenus Inc.",253.94M
"AGRX","Agile Therapeutics, Inc.",134.20M
"AGYS","Agilysys, Inc.",238.51M
"AGIO","Agios Pharmaceuticals, Inc.",1.47B
"AGFS","AgroFresh Solutions, Inc.",228.23M
"AGFSW","AgroFresh Solutions, Inc.",N/A
"AIMT","Aimmune Therapeutics, Inc.",677.67M
"AIRM","Air Methods Corporation",1.55B
"AIRT","Air T, Inc.",57.07M
"ATSG","Air Transport Services Group, I",728.54M
"AMCN","AirMedia Group Inc",334.19M
"AIXG","Aixtron SE",426.23M
"AKAM","Akamai Technologies, Inc.",9.64B
"AKTX","Akari Therapeutics Plc",121.30M
"AKBA","Akebia Therapeutics, Inc.",140.91M
"AKER","Akers Biosciences Inc",7.25M
"AKRX","Akorn, Inc.",2.94B
"ALRM","Alarm.com Holdings, Inc.",772.02M
"ALSK","Alaska Communications Systems G",77.13M
"AMRI","Albany Molecular Research, Inc.",509.46M
"ABDC","Alcentra Capital Corp.",N/A
"ADHD","Alcobra Ltd.",119.96M
"ALDR","Alder BioPharmaceuticals, Inc.",925.86M
"ALDX","Aldeyra Therapeutics, Inc.",25.17M
"ALXN","Alexion Pharmaceuticals, Inc.",32.74B
"ALXA","Alexza Pharmaceuticals, Inc.",5.87M
"ALCO","Alico, Inc.",189.57M
"ALGN","Align Technology, Inc.",5.11B
"ALIM","Alimera Sciences, Inc.",105.57M
"ALKS","Alkermes plc",5.10B
"ABTX","Allegiance Bancshares, Inc.",220.11M
"ALGT","Allegiant Travel Company",2.64B
"AFOP","Alliance Fiber Optic Products, ",213.70M
"AIQ","Alliance HealthCare Services, I",75.04M
"AHGP","Alliance Holdings GP, L.P.",775.21M
"ARLP","Alliance Resource Partners, L.P",812.36M
"AHPI","Allied Healthcare Products, Inc",5.46M
"AMOT","Allied Motion Technologies, Inc",171.27M
"ALQA","Alliqua BioMedical, Inc.",36.25M
"ALLT","Allot Communications Ltd.",154.04M
"MDRX","Allscripts Healthcare Solutions",2.30B
"AFAM","Almost Family Inc",362.07M
"ALNY","Alnylam Pharmaceuticals, Inc.",5.34B
"AOSL","Alpha and Omega Semiconductor L",263.43M
"GOOG","Alphabet Inc.",486.27B
"GOOGL","Alphabet Inc.",501.82B
"SMCP","AlphaMark Actively Managed Smal",N/A
"ATEC","Alphatec Holdings, Inc.",19.38M
"ASPS","Altisource Portfolio Solutions ",624.10M
"AIMC","Altra Industrial Motion Corp.",625.38M
"AMAG","AMAG Pharmaceuticals, Inc.",877.22M
"AMRN","Amarin Corporation plc",262.16M
"AMRK","A-Mark Precious Metals, Inc.",140.44M
"AYA","Amaya Inc.",1.87B
"AMZN","Amazon.com, Inc.",263.44B
"AMBC","Ambac Financial Group, Inc.",698.40M
"AMBCW","Ambac Financial Group, Inc.",N/A
"AMBA","Ambarella, Inc.",1.42B
"AMCX","AMC Networks Inc.",4.98B
"DOX","Amdocs Limited",8.85B
"AMDA","Amedica Corporation",19.61M
"AMED","Amedisys Inc",1.23B
"UHAL","Amerco",6.63B
"ATAX","America First Multifamily Inves",295.84M
"AMOV","America Movil, S.A.B. de C.V.",43.99B
"AAL","American Airlines Group, Inc.",25.59B
"AGNC","American Capital Agency Corp.",6.11B
"AGNCB","American Capital Agency Corp.",8.04B
"AGNCP","American Capital Agency Corp.",8.60B
"MTGE","American Capital Mortgage Inves",640.08M
"MTGEP","American Capital Mortgage Inves",1.08B
"ACSF","American Capital Senior Floatin",N/A
"ACAS","American Capital, Ltd.",3.20B
"GNOW","American Caresource Holdings In",2.16M
"AETI","American Electric Technologies,",21.46M
"AMIC","American Independence Corp.",158.36M
"AMNB","American National Bankshares, I",213.57M
"ANAT","American National Insurance Com",2.64B
"APEI","American Public Education, Inc.",253.10M
"ARII","American Railcar Industries, In",780.43M
"AMRB","American River Bankshares",73.93M
"ASEI","American Science and Engineerin",183.40M
"AMSWA","American Software, Inc.",276.09M
"AMSC","American Superconductor Corpora",86.22M
"AMWD","American Woodmark Corporation",1.06B
"CRMT","America's Car-Mart, Inc.",210.98M
"ABCB","Ameris Bancorp",853.27M
"AMSF","AMERISAFE, Inc.",1.00B
"ASRV","AmeriServ Financial Inc.",58.87M
"ASRVP","AmeriServ Financial Inc.",N/A
"ATLO","Ames National Corporation",226.79M
"AMGN","Amgen Inc.",111.73B
"FOLD","Amicus Therapeutics, Inc.",894.28M
"AMKR","Amkor Technology, Inc.",1.18B
"AMPH","Amphastar Pharmaceuticals, Inc.",515.92M
"AMSG","Amsurg Corp.",3.37B
"AMSGP","Amsurg Corp.",6.42B
"ASYS","Amtech Systems, Inc.",65.64M
"AFSI","AmTrust Financial Services, Inc",4.20B
"AMRS","Amyris, Inc.",297.87M
"ANAC","Anacor Pharmaceuticals, Inc.",3.33B
"ANAD","ANADIGICS, Inc.",67.74M
"ADI","Analog Devices, Inc.",16.31B
"ALOG","Analogic Corporation",915.09M
"AVXL","ANAVEX LIFE SCIENCES",139.65M
"ANCB","Anchor Bancorp",56.01M
"ABCW","Anchor BanCorp Wisconsin Inc.",396.43M
"ANDA","Andina Acquisition Corp. II",50.70M
"ANDAR","Andina Acquisition Corp. II",N/A
"ANDAU","Andina Acquisition Corp. II",N/A
"ANDAW","Andina Acquisition Corp. II",N/A
"ANGI","Angie's List, Inc.",546.54M
"ANGO","AngioDynamics, Inc.",376.28M
"ANIP","ANI Pharmaceuticals, Inc.",360.75M
"ANIK","Anika Therapeutics Inc.",569.53M
"ANSS","ANSYS, Inc.",7.88B
"ATRS","Antares Pharma, Inc.",154.83M
"ANTH","Anthera Pharmaceuticals, Inc.",125.21M
"ABAC","Aoxin Tianli Group, Inc.",21.60M
"ZLIG",N/A,N/A
"ATNY","API Technologies Corp.",55.98M
"APIC","Apigee Corporation",177.77M
"APOG","Apogee Enterprises, Inc.",1.09B
"APOL","Apollo Education Group, Inc.",917.15M
"AINV","Apollo Investment Corporation",N/A
"AMEH","APOLLO MEDICAL HLDGS",31.56M
"APPF","AppFolio, Inc.",464.70M
"AAPL","Apple Inc.",537.16B
"ARCI","Appliance Recycling Centers of ",5.14M
"APDN","Applied DNA Sciences Inc",62.83M
"APDNW","Applied DNA Sciences Inc",N/A
"AGTC","Applied Genetic Technologies Co",274.16M
"AMAT","Applied Materials, Inc.",21.30B
"AMCC","Applied Micro Circuits Corporat",466.97M
"AAOI","Applied Optoelectronics, Inc.",274.75M
"AREX","Approach Resources Inc.",32.44M
"APRI","Apricus Biosciences, Inc",53.44M
"APTO","Aptose Biosciences, Inc.",581.43M
"AQMS","Aqua Metals, Inc.",71.71M
"AQXP","Aquinox Pharmaceuticals, Inc.",176.58M
"AUMA","AR Capital Acquisition Corp.",71.17M
"AUMAU","AR Capital Acquisition Corp.",N/A
"AUMAW","AR Capital Acquisition Corp.",584649.88
"ARDM","Aradigm Corporation",39.09M
"ARLZ","Aralez Pharmaceuticals Inc.",186.50M
"PETX","Aratana Therapeutics, Inc.",117.62M
"ABUS","Arbutus Biopharma Corporation",175.17M
"ARCW","ARC Group Worldwide, Inc.",31.40M
"ABIO","ARCA biopharma, Inc.",32.13M
"RKDA","Arcadia Biosciences, Inc.",112.85M
"ARCB","ArcBest Corporation",528.28M
"ACGL","Arch Capital Group Ltd.",8.29B
"APLP","Archrock Partners, L.P.",423.98M
"ACAT","Arctic Cat Inc.",213.72M
"ARDX","Ardelyx, Inc.",282.66M
"ARNA","Arena Pharmaceuticals, Inc.",392.93M
"ARCC","Ares Capital Corporation",N/A
"AGII","Argo Group International Holdin",1.54B
"AGIIL","Argo Group International Holdin",N/A
"ARGS","Argos Therapeutics, Inc.",100.56M
"ARIS","ARI Network Services, Inc.",69.72M
"ARIA","ARIAD Pharmaceuticals, Inc.",961.61M
"ARKR","Ark Restaurants Corp.",68.87M
"ARMH","ARM Holdings plc",18.81B
"ARTX","Arotech Corporation",54.12M
"ARWA","Arowana Inc.",30.30M
"ARWAR","Arowana Inc.",N/A
"ARWAU","Arowana Inc.",96.91M
"ARWAW","Arowana Inc.",N/A
"ARQL","ArQule, Inc.",123.90M
"ARRY","Array BioPharma Inc.",388.44M
"ARRS","ARRIS International plc",3.37B
"DWAT","Arrow DWA Tactical ETF",N/A
"AROW","Arrow Financial Corporation",342.11M
"ARWR","Arrowhead Research Corporation",243.87M
"ARTNA","Artesian Resources Corporation",260.46M
"ARTW","Art's-Way Manufacturing Co., In",11.49M
"PUMP",N/A,N/A
"ASBB","ASB Bancorp, Inc.",93.28M
"ASNA","Ascena Retail Group, Inc.",1.54B
"ASND","Ascendis Pharma A/S",465.62M
"ASCMA","Ascent Capital Group, Inc.",149.68M
"ASTI","Ascent Solar Technologies, Inc.",8.10M
"APWC","Asia Pacific Wire & Cable Corpo",21.97M
"ASML","ASML Holding N.V.",37.63B
"AZPN","Aspen Technology, Inc.",2.81B
"ASMB","Assembly Biosciences, Inc.",92.50M
"ASFI","Asta Funding, Inc.",88.67M
"ASTE","Astec Industries, Inc.",880.63M
"ALOT","Astro-Med, Inc.",92.56M
"ATRO","Astronics Corporation",716.96M
"ASTC","Astrotech Corporation",28.98M
"ASUR","Asure Software Inc",33.33M
"ATAI","ATA Inc.",105.10M
"ATRA","Atara Biotherapeutics, Inc.",469.26M
"ATHN","athenahealth, Inc.",4.96B
"ATHX","Athersys, Inc.",148.25M
"AAPC","Atlantic Alliance Partnership C",34.31M
"AAME","Atlantic American Corporation",83.63M
"ACBI","Atlantic Capital Bancshares, In",292.37M
"ACFC","Atlantic Coast Financial Corpor",85.77M
"ATNI","Atlantic Tele-Network, Inc.",1.25B
"ATLC","Atlanticus Holdings Corporation",41.75M
"AAWW","Atlas Air Worldwide Holdings",908.58M
"AFH","Atlas Financial Holdings, Inc.",207.51M
"TEAM","Atlassian Corporation Plc",4.70B
"ATML","Atmel Corporation",3.40B
"ATOS","Atossa Genetics Inc.",18.27M
"ATRC","AtriCure, Inc.",558.63M
"ATRI","ATRION Corporation",709.15M
"ATTU","Attunity Ltd.",98.97M
"LIFE","aTyr Pharma, Inc.",103.58M
"AUBN","Auburn National Bancorporation,",94.72M
"AUDC","AudioCodes Ltd.",167.23M
"AUPH","Aurinia Pharmaceuticals Inc",73.29M
"EARS","Auris Medical Holding AG",144.72M
"ABTL","Autobytel Inc.",178.48M
"ADSK","Autodesk, Inc.",11.35B
"AGMX",N/A,N/A
"ADP","Automatic Data Processing, Inc.",39.52B
"AAVL","Avalanche Biotechnologies, Inc.",117.69M
"AVNU","Avenue Financial Holdings, Inc.",188.91M
"AVEO","AVEO Pharmaceuticals, Inc.",58.05M
"AVXS","AveXis, Inc.",90.45M
"AVNW","Aviat Networks, Inc.",42.97M
"AVID","AVID TECH INC",298.26M
"AVGR","Avinger, Inc.",197.79M
"CAR","Avis Budget Group, Inc.",2.98B
"AWRE","Aware, Inc.",81.86M
"ACLS","Axcelis Technologies, Inc.",272.56M
"AXGN","AxoGen, Inc.",152.11M
"AXSM","Axsome Therapeutics, Inc.",96.08M
"AXTI","AXT Inc",86.51M
"BCOM","B Communications Ltd.",809.46M
"RILY","B. RILEY FINANCIAL",162.43M
"BOSC","B.O.S. Better Online Solutions",3.64M
"BEAV","B/E Aerospace, Inc.",4.33B
"BIDU","Baidu, Inc.",58.30B
"BCPC","Balchem Corporation",1.95B
"BWINA","Baldwin & Lyons, Inc.",360.48M
"BWINB","Baldwin & Lyons, Inc.",358.53M
"BLDP","Ballard Power Systems, Inc.",201.00M
"BANF","BancFirst Corporation",860.95M
"BANFP","BancFirst Corporation",N/A
"BKMU","Bank Mutual Corporation",336.73M
"BOCH","Bank of Commerce Holdings (CA)",79.11M
"BMRC","Bank of Marin Bancorp",283.38M
"BKSC","Bank of South Carolina Corp.",80.77M
"BOTJ","Bank of the James Financial Gro",52.54M
"OZRK","Bank of the Ozarks",3.54B
"BFIN","BankFinancial Corporation",232.50M
"BWFG","Bankwell Financial Group, Inc.",145.23M
"BANR","Banner Corporation",1.32B
"BZUN","Baozun Inc.",302.05M
"BHAC","Barington/Hilco Acquisition Cor",18.05M
"BHACR","Barington/Hilco Acquisition Cor",N/A
"BHACU","Barington/Hilco Acquisition Cor",N/A
"BHACW","Barington/Hilco Acquisition Cor",N/A
"BBSI","Barrett Business Services, Inc.",250.45M
"BSET","Bassett Furniture Industries, I",327.40M
"BYBK","Bay Bancorp, Inc.",53.02M
"BYLK","Baylake Corp",137.08M
"BV","Bazaarvoice, Inc.",240.42M
"BBCN","BBCN Bancorp, Inc.",1.14B
"BCBP","BCB Bancorp, Inc. (NJ)",111.53M
"BECN","Beacon Roofing Supply, Inc.",2.02B
"BSF","Bear State Financial, Inc.",321.75M
"BBGI","Beasley Broadcast Group, Inc.",77.39M
"BEBE","bebe stores, inc.",32.66M
"BBBY","Bed Bath & Beyond Inc.",7.65B
"BGNE","BeiGene, Ltd.",242.18M
"BELFA","Bel Fuse Inc.",144.52M
"BELFB","Bel Fuse Inc.",163.06M
"BLPH","Bellerophon Therapeutics, Inc.",29.73M
"BLCM","Bellicum Pharmaceuticals, Inc.",281.44M
"BNCL","Beneficial Bancorp, Inc.",1.01B
"BNFT","Benefitfocus, Inc.",754.12M
"BNTC","Benitec Biopharma Limited",20.57M
"BNTCW","Benitec Biopharma Limited",135.70M
"BGCP","BGC Partners, Inc.",2.24B
"BGFV","Big 5 Sporting Goods Corporatio",285.02M
"BIND","BIND Therapeutics, Inc.",32.84M
"ORPN","Bio Blast Pharma Ltd.",43.69M
"BASI","Bioanalytical Systems, Inc.",9.01M
"BCDA",N/A,N/A
"BIOC","Biocept, Inc.",23.41M
"BCRX","BioCryst Pharmaceuticals, Inc.",158.41M
"BIOD","Biodel Inc.",21.18M
"BDSI","BioDelivery Sciences Internatio",212.24M
"BIIB","Biogen Inc.",58.13B
"BIOL","Biolase, Inc.",50.07M
"BLFS","BioLife Solutions, Inc.",22.65M
"BLRX","BioLineRx Ltd.",54.92M
"BMRN","BioMarin Pharmaceutical Inc.",12.66B
"BVXV","BiondVax Pharmaceuticals Ltd.",13.31M
"BVXVW","BiondVax Pharmaceuticals Ltd.",N/A
"BPTH","Bio-Path Holdings, Inc.",139.13M
"BIOS","BioScrip, Inc.",147.81M
"BBC","BioShares Biotechnology Clinica",N/A
"BBP","BioShares Biotechnology Product",N/A
"BSTC","BioSpecifics Technologies Corp",275.82M
"BSPM","Biostar Pharmaceuticals, Inc.",5.51M
"BOTA","Biota Pharmaceuticals, Inc.",62.98M
"TECH","Bio-Techne Corp",3.29B
"BEAT","BioTelemetry, Inc.",327.39M
"BITI","Biotie Therapies Corp.",302.94M
"BDMS","Birner Dental Management Servic",18.62M
"BJRI","BJ's Restaurants, Inc.",1.13B
"BBOX","Black Box Corporation",188.89M
"BDE","Black Diamond, Inc.",137.71M
"BLKB","Blackbaud, Inc.",2.60B
"BBRY","BlackBerry Limited",3.83B
"HAWK","Blackhawk Network Holdings, Inc",2.12B
"BKCC","BlackRock Capital Investment Co",N/A
"ADRA","BLDRS Asia 50 ADR Index Fund",N/A
"ADRD","BLDRS Developed Markets 100 ADR",N/A
"ADRE","BLDRS Emerging Markets 50 ADR I",N/A
"ADRU","BLDRS Europe 100 ADR Index Fund",N/A
"BLMN","Bloomin' Brands, Inc.",1.90B
"BCOR","Blucora, Inc.",258.99M
"BLBD","Blue Bird Corporation",184.89M
"BUFF","Blue Buffalo Pet Products, Inc.",3.52B
"BBLU","Blue Earth, Inc.",24.71M
"BHBK","Blue Hills Bancorp, Inc.",340.94M
"NILE","Blue Nile, Inc.",305.92M
"BLUE","bluebird bio, Inc.",1.95B
"BKEP","Blueknight Energy Partners L.P.",164.43M
"BKEPP","Blueknight Energy Partners L.P.",206.36M
"BPMC","Blueprint Medicines Corporation",487.80M
"ITEQ","BlueStar TA-BIGITech Israel Tec",N/A
"STCK","BMC Stock Holdings, Inc.",1.10B
"BNCN","BNC Bancorp",838.29M
"BOBE","Bob Evans Farms, Inc.",861.05M
"BOFI","BofI Holding, Inc.",1.16B
"WIFI","Boingo Wireless, Inc.",220.12M
"BOJA","Bojangles', Inc.",525.95M
"BOKF","BOK Financial Corporation",3.41B
"BONA","Bona Film Group Limited",850.47M
"BNSO","Bonso Electronics International",6.82M
"BPFH","Boston Private Financial Holdin",847.45M
"BPFHP","Boston Private Financial Holdin",2.15B
"BPFHW","Boston Private Financial Holdin",N/A
"EPAY","Bottomline Technologies, Inc.",1.05B
"BLVD","Boulevard Acquisition Corp. II",113.27M
"BLVDU","Boulevard Acquisition Corp. II",N/A
"BLVDW","Boulevard Acquisition Corp. II",N/A
"BOXL",N/A,N/A
"BCLI","Brainstorm Cell Therapeutics In",43.47M
"BBRG","Bravo Brio Restaurant Group, In",112.38M
"BBEP","Breitburn Energy Partners LP",121.26M
"BBEPP","Breitburn Energy Partners LP",1.45B
"BDGE","Bridge Bancorp, Inc.",500.83M
"BLIN","Bridgeline Digital, Inc.",4.95M
"BRID","Bridgford Foods Corporation",79.60M
"BCOV","Brightcove Inc.",191.67M
"AVGO","Broadcom Limited",36.12B
"BSFT","BroadSoft, Inc.",870.92M
"BVSN","BroadVision, Inc.",29.63M
"BYFC","Broadway Financial Corporation",39.98M
"BWEN","Broadwind Energy, Inc.",26.09M
"BRCD","Brocade Communications Systems,",3.95B
"BRKL","Brookline Bancorp, Inc.",722.06M
"BRKS","Brooks Automation, Inc.",614.23M
"BRKR","Bruker Corporation",4.29B
"BMTC","Bryn Mawr Bank Corporation",430.70M
"BLMT","BSB Bancorp, Inc.",189.64M
"BSQR","BSQUARE Corporation",58.77M
"BWLD","Buffalo Wild Wings, Inc.",2.91B
"BLDR","Builders FirstSource, Inc.",782.28M
"BUR","Burcon NutraScience Corp",81.03M
"CFFI","C&F Financial Corporation",133.78M
"CHRW","C.H. Robinson Worldwide, Inc.",10.05B
"CA","CA Inc.",12.31B
"CCMP","Cabot Microelectronics Corporat",891.77M
"CDNS","Cadence Design Systems, Inc.",6.49B
"CDZI","Cadiz, Inc.",100.97M
"CACQ","Caesars Acquisition Company",906.59M
"CZR","Caesars Entertainment Corporati",1.12B
"CSTE","CaesarStone Sdot-Yam Ltd.",1.26B
"PRSS","CafePress Inc.",59.31M
"CLBS","Caladrius Biosciences, Inc.",34.05M
"CLMS","Calamos Asset Management, Inc.",173.69M
"CHY","Calamos Convertible and High In",N/A
"CHI","Calamos Convertible Opportuniti",N/A
"CCD","Calamos Dynamic Convertible & I",N/A
"CFGE","Calamos Focus Growth ETF",N/A
"CHW","Calamos Global Dynamic Income F",N/A
"CGO","Calamos Global Total Return Fun",N/A
"CSQ","Calamos Strategic Total Return ",N/A
"CAMP","CalAmp Corp.",646.84M
"CVGW","Calavo Growers, Inc.",885.54M
"CFNB","California First National Banco",135.97M
"CALA","Calithera Biosciences, Inc.",108.27M
"CALD","Callidus Software, Inc.",755.61M
"CALM","Cal-Maine Foods, Inc.",2.46B
"CLMT","Calumet Specialty Products Part",732.31M
"ABCD","Cambium Learning Group, Inc.",193.64M
"CAC","Camden National Corporation",395.31M
"CAMT","Camtek Ltd.",63.98M
"CSIQ","Canadian Solar Inc.",1.18B
"CGIX","Cancer Genetics, Inc.",23.75M
"CPHC","Canterbury Park Holding Corpora",42.45M
"CBNJ","Cape Bancorp, Inc.",164.65M
"CPLA","Capella Education Company",533.56M
"CBF","Capital Bank Financial Corp.",1.32B
"CCBG","Capital City Bank Group",248.59M
"CPLP","Capital Product Partners L.P.",422.64M
"CSWC","Capital Southwest Corporation",219.29M
"CPTA","Capitala Finance Corp.",N/A
"CLAC","Capitol Acquisition Corp. III",387.28M
"CLACU","Capitol Acquisition Corp. III",N/A
"CLACW","Capitol Acquisition Corp. III",N/A
"CFFN","Capitol Federal Financial, Inc.",1.66B
"CAPN","Capnia, Inc.",14.96M
"CAPNW","Capnia, Inc.",N/A
"CAPR","CAPRICOR THERAP",39.50M
"CPST","Capstone Turbine Corporation",26.36M
"CARA","Cara Therapeutics, Inc.",201.78M
"CARB","Carbonite, Inc.",200.69M
"CBYL","Carbylan Therapeutics, Inc.",15.27M
"CRDC","Cardica, Inc.",23.23M
"CFNL","Cardinal Financial Corporation",624.48M
"CRME","Cardiome Pharma Corporation",100.94M
"CSII","Cardiovascular Systems, Inc.",261.58M
"CATM","Cardtronics, Inc.",1.48B
"CDNA","CareDx, Inc.",60.82M
"CECO","Career Education Corporation",172.03M
"CTRE","CareTrust REIT, Inc.",532.49M
"CKEC","Carmike Cinemas, Inc.",487.85M
"CLBH","Carolina Bank Holdings Inc.",76.07M
"CARO","Carolina Financial Corporation",158.11M
"CART","Carolina Trust Bank",27.88M
"CRZO","Carrizo Oil & Gas, Inc.",1.30B
"TAST","Carrols Restaurant Group, Inc.",448.46M
"CRTN","Cartesian, Inc.",18.47M
"CARV","Carver Bancorp, Inc.",13.68M
"CASM","CAS Medical Systems, Inc.",42.77M
"CACB","Cascade Bancorp",392.48M
"CSCD","Cascade Microtech, Inc.",319.76M
"CWST","Casella Waste Systems, Inc.",229.00M
"CASY","Caseys General Stores, Inc.",4.16B
"CASI","CASI Pharmaceuticals, Inc.",27.90M
"CASS","Cass Information Systems, Inc",569.77M
"CATB","Catabasis Pharmaceuticals, Inc.",72.20M
"CBIO","Catalyst Biosciences, Inc. ",24.34M
"CPRX","Catalyst Pharmaceuticals, Inc.",97.73M
"CATY","Cathay General Bancorp",2.21B
"CATYW","Cathay General Bancorp",N/A
"CVCO","Cavco Industries, Inc.",707.43M
"CAVM","Cavium, Inc.",3.20B
"CBFV","CB Financial Services, Inc.",80.80M
"CNLM","CB Pharma Acquisition Corp.",18.55M
"CNLMR","CB Pharma Acquisition Corp.",N/A
"CNLMU","CB Pharma Acquisition Corp.",58.31M
"CNLMW","CB Pharma Acquisition Corp.",N/A
"CBOE","CBOE Holdings, Inc.",5.09B
"CDK","CDK Global, Inc.",6.78B
"CDW","CDW Corporation",6.56B
"CECE","CECO Environmental Corp.",214.31M
"CPXX","Celator Pharmaceuticals Inc.",81.87M
"CELG","Celgene Corporation",81.75B
"CELGZ","Celgene Corporation",N/A
"CLDN","Celladon Corporation",22.00M
"CLDX","Celldex Therapeutics, Inc.",691.50M
"CLRB","Cellectar Biosciences, Inc.",4.20M
"CLRBW","Cellectar Biosciences, Inc.",N/A
"CLLS","Cellectis S.A.",778.03M
"CBMG","Cellular Biomedicine Group, Inc",212.21M
"CLSN","Celsion Corporation",30.44M
"CYAD","Celyad SA",354.13M
"CEMP","Cempra, Inc.",776.44M
"CETX","Cemtrex Inc.",19.83M
"CSFL","CenterState Banks, Inc.",647.92M
"CETV","Central European Media Enterpri",332.71M
"CFBK","Central Federal Corporation",21.58M
"CENT","Central Garden & Pet Company",692.60M
"CENTA","Central Garden & Pet Company",680.06M
"CVCY","Central Valley Community Bancor",131.07M
"CFCB","CENTRUE FIN CORP",103.90M
"CENX","Century Aluminum Company",628.41M
"CNBKA","Century Bancorp, Inc.",220.68M
"CNTY","Century Casinos, Inc.",161.07M
"CPHD","CEPHEID",2.15B
"CRNT","Ceragon Networks Ltd.",86.71M
"CERC","Cerecor Inc.",26.24M
"CERCW","Cerecor Inc.",N/A
"CERCZ","Cerecor Inc.",N/A
"CERE","Ceres, Inc.",4.26M
"CERN","Cerner Corporation",17.84B
"CERU","Cerulean Pharma Inc.",57.15M
"CERS","Cerus Corporation",494.43M
"KOOL","Cesca Therapeutics Inc.",14.10M
"CEVA","CEVA, Inc.",391.15M
"CSBR","CHAMPIONS ONCOLOGY",31.33M
"CYOU","Changyou.com Limited",944.69M
"HOTR","Chanticleer Holdings, Inc.",18.25M
"HOTRW","Chanticleer Holdings, Inc.",N/A
"CTHR","Charles & Colvard Ltd",18.58M
"GTLS","Chart Industries, Inc.",536.35M
"CHTR","Charter Communications, Inc.",19.91B
"CHFN","Charter Financial Corp.",203.78M
"CHKP","Check Point Software Technologi",14.48B
"CHEK","Check-Cap Ltd.",38.50M
"CHEKW","Check-Cap Ltd.",N/A
"CEMI","Chembio Diagnostics, Inc.",52.86M
"CHFC","Chemical Financial Corporation",1.29B
"CCXI","ChemoCentryx, Inc.",157.55M
"CHMG","Chemung Financial Corp",127.93M
"CHKE","Cherokee Inc.",154.00M
"CHEV","Cheviot Financial Corp",97.02M
"CHMA","Chiasma, Inc.",264.25M
"CBNK","Chicopee Bancorp, Inc.",88.11M
"PLCE","Children's Place, Inc. (The)",1.30B
"CMRX","Chimerix, Inc.",209.96M
"CADC","China Advanced Construction Mat",3.71M
"CALI","China Auto Logistics Inc.",4.36M
"CAAS","China Automotive Systems, Inc.",140.05M
"CBAK","China BAK Battery, Inc.",42.52M
"CBPO","China Biologic Products, Inc.",3.09B
"CCCL","China Ceramics Co., Ltd.",10.22M
"CCCR","China Commercial Credit, Inc.",3.23M
"CCRC","China Customer Relations Center",169.64M
"JRJC","China Finance Online Co. Limite",117.71M
"HGSH","China HGS Real Estate, Inc.",57.66M
"CHLN","China Housing & Land Developmen",N/A
"CNIT","China Information Technology, I",42.61M
"CJJD","China Jo-Jo Drugstores, Inc.",28.73M
"HTHT","China Lodging Group, Limited",1.77B
"CHNR","China Natural Resources, Inc.",19.82M
"CREG","China Recycling Energy Corporat",22.43M
"CSUN","China Sunergy Co., Ltd.",11.88M
"CNTF","China TechFaith Wireless Commun",35.20M
"CXDC","China XD Plastics Company Limit",141.06M
"CNYD","China Yida Holding, Co.",7.17M
"CCIH","ChinaCache International Holdin",191.09M
"CNET","ChinaNet Online Holdings, Inc.",20.41M
"IMOS","ChipMOS TECHNOLOGIES (Bermuda) ",486.64M
"CHSCL","CHS Inc",N/A
"CHSCM","CHS Inc",N/A
"CHSCN","CHS Inc",N/A
"CHSCO","CHS Inc",N/A
"CHSCP","CHS Inc",N/A
"CHDN","Churchill Downs, Incorporated",2.34B
"CHUY","Chuy's Holdings, Inc.",504.72M
"CDTX","Cidara Therapeutics, Inc.",152.42M
"CIFC","CIFC LLC",151.43M
"CMCT","CIM Commercial Trust Corporatio",1.57B
"CMPR","Cimpress N.V",2.71B
"CINF","Cincinnati Financial Corporatio",10.34B
"CIDM","Cinedigm Corp",18.83M
"CTAS","Cintas Corporation",9.15B
"CPHR","Cipher Pharmaceuticals Inc.",124.38M
"CRUS","Cirrus Logic, Inc.",2.18B
"CSCO","Cisco Systems, Inc.",134.01B
"CTRN","Citi Trends, Inc.",271.46M
"CZNC","Citizens & Northern Corp",242.78M
"CZWI","Citizens Community Bancorp, Inc",46.94M
"CZFC","Citizens First Corporation",27.06M
"CIZN","Citizens Holding Company",109.91M
"CTXS","Citrix Systems, Inc.",10.76B
"CHCO","City Holding Company",662.76M
"CIVB","Civista Bancshares, Inc. ",84.55M
"CIVBP","Civista Bancshares, Inc. ",280.78M
"CDTI","Clean Diesel Technologies, Inc.",11.07M
"CLNE","Clean Energy Fuels Corp.",230.05M
"CLNT","Cleantech Solutions Internation",5.22M
"CLFD","Clearfield, Inc.",195.01M
"CLRO","ClearOne, Inc.",109.50M
"CLIR","ClearSign Combustion Corporatio",45.65M
"CBLI","Cleveland BioLabs, Inc.",36.84M
"CSBK","Clifton Bancorp Inc.",355.87M
"CLVS","Clovis Oncology, Inc.",699.72M
"CMFN","CM Finance Inc",N/A
"CME","CME Group Inc.",30.98B
"CCNE","CNB Financial Corporation",249.89M
"CISG","CNinsure Inc.",412.97M
"CNV","Cnova N.V.",1.12B
"CWAY","Coastway Bancorp, Inc.",56.75M
"COBZ","CoBiz Financial Inc.",437.50M
"COKE","Coca-Cola Bottling Co. Consolid",1.56B
"CDRB","Code Rebel Corporation",23.64M
"CDXS","Codexis, Inc.",166.87M
"CVLY","Codorus Valley Bancorp, Inc",130.78M
"JVA","Coffee Holding Co., Inc.",19.72M
"CCOI","Cogent Communications Holdings,",1.53B
"CGNT","Cogentix Medical, Inc.",28.40M
"CGNX","Cognex Corporation",3.13B
"CTSH","Cognizant Technology Solutions ",34.44B
"COHR","Coherent, Inc.",2.02B
"CHRS","Coherus BioSciences, Inc.",567.82M
"COHU","Cohu, Inc.",313.31M
"CLCT","Collectors Universe, Inc.",135.61M
"COLL","Collegium Pharmaceutical, Inc.",432.17M
"CIGI","Colliers International Group In",1.27B
"CBAN","Colony Bankcorp, Inc.",74.69M
"CLCD","CoLucid Pharmaceuticals, Inc.",88.80M
"COLB","Columbia Banking System, Inc.",1.65B
"COLM","Columbia Sportswear Company",4.08B
"CMCO","Columbus McKinnon Corporation",275.06M
"CBMX","CombiMatrix Corporation",4.17M
"CMCSA","Comcast Corporation",142.03B
"CBSH","Commerce Bancshares, Inc.",4.17B
"CBSHP","Commerce Bancshares, Inc.",2.56B
"CUBN","COMMERCE UN BANCSHA",99.72M
"CVGI","Commercial Vehicle Group, Inc.",67.19M
"COMM","CommScope Holding Company, Inc.",4.81B
"CSAL","Communications Sales & Leasing,",2.48B
"JCS","Communications Systems, Inc.",62.59M
"ESXB","Community Bankers Trust Corpora",108.56M
"CCFI",N/A,N/A
"CYHHZ","Community Health Systems, Inc.",N/A
"CTBI","Community Trust Bancorp, Inc.",586.27M
"CWBC","Community West Bancshares",57.44M
"COB","CommunityOne Bancorp",313.61M
"CVLT","CommVault Systems, Inc.",1.68B
"CGEN","Compugen Ltd.",246.06M
"CPSI","Computer Programs and Systems, ",632.06M
"CTG","Computer Task Group, Incorporat",107.96M
"SCOR","comScore, Inc.",1.59B
"CHCI","Comstock Holding Companies, Inc",5.62M
"CMTL","Comtech Telecommunications Corp",315.93M
"CNAT","Conatus Pharmaceuticals Inc.",37.86M
"CNCE","Concert Pharmaceuticals, Inc.",300.77M
"CXRX","Concordia Healthcare Corp.",1.40B
"CCUR","Concurrent Computer Corporation",49.97M
"CDOR","Condor Hospitality Trust, Inc.",4.59M
"CDORO","Condor Hospitality Trust, Inc.",79.04M
"CDORP","Condor Hospitality Trust, Inc.",N/A
"CFMS","ConforMIS, Inc.",339.98M
"CONG",N/A,N/A
"CNFR","Conifer Holdings, Inc.",48.54M
"CNMD","CONMED Corporation",1.05B
"CTWS","Connecticut Water Service, Inc.",471.50M
"CNOB","ConnectOne Bancorp, Inc.",461.20M
"CNXR","Connecture, Inc.",57.65M
"CONN","Conn's, Inc.",610.70M
"CNSL","Consolidated Communications Hol",1.07B
"CWCO","Consolidated Water Co. Ltd.",157.24M
"CPSS","Consumer Portfolio Services, In",111.26M
"CFRX","ContraFect Corporation",91.24M
"CFRXW","ContraFect Corporation",N/A
"CTRV","CONTRAVIR PHARMACEUT",26.20M
"CTRL","Control4 Corporation",190.59M
"CPRT","Copart, Inc.",4.35B
"COYN","COPSYNC INC",7.12M
"COYNW","COPsync, Inc.",N/A
"CRBP","CORBUS PHARMACEUTICA",53.02M
"CORT","Corcept Therapeutics Incorporat",430.75M
"BVA","Cordia Bancorp Inc.",25.47M
"CORE","Core-Mark Holding Company, Inc.",1.72B
"CORI","Corium International, Inc.",129.99M
"CSOD","Cornerstone OnDemand, Inc.",1.50B
"CRVL","CorVel Corp.",836.13M
"COSI","Cosi, Inc.",28.98M
"CSGP","CoStar Group, Inc.",5.60B
"COST","Costco Wholesale Corporation",65.99B
"CPAH","CounterPath Corporation",10.26M
"ICBK","County Bancorp, Inc.",114.27M
"CVTI","Covenant Transportation Group, ",403.91M
"COVS","Covisint Corporation",75.40M
"COWN","Cowen Group, Inc.",360.31M
"COWNL","Cowen Group, Inc.",2.56B
"PMTS","CPI Card Group Inc.",435.43M
"CPSH","CPS TECHNOLOGIES CP",19.66M
"CRAI","CRA International,Inc.",168.47M
"CBRL","Cracker Barrel Old Country Stor",3.38B
"BREW","Craft Brew Alliance, Inc.",159.31M
"CRAY","Cray Inc",1.67B
"CACC","Credit Acceptance Corporation",3.99B
"GLDI","Credit Suisse AG",N/A
"CREE","Cree, Inc.",3.22B
"CRESY","Cresud S.A.C.I.F. y A.",531.02M
"CRTO","Criteo S.A.",2.30B
"CROX","Crocs, Inc.",691.66M
"CCRN","Cross Country Healthcare, Inc.",412.06M
"XRDC","Crossroads Capital, Inc.",24.58M
"CRDS","Crossroads Systems, Inc.",5.56M
"CRWS","Crown Crafts, Inc.",81.37M
"CRWN","Crown Media Holdings, Inc.",1.58B
"CYRX","CRYOPORT INC",19.59M
"CYRXW","CryoPort, Inc.",N/A
"CSGS","CSG Systems International, Inc.",1.18B
"CCLP","CSI Compressco LP",149.67M
"CSPI","CSP Inc.",20.15M
"CSWI","CSW Industrials, Inc.",442.57M
"CSX","CSX Corporation",24.37B
"CTCM","CTC Media, Inc.",288.79M
"CTIC","CTI BioPharma Corp.",191.71M
"CTIB","CTI Industries Corporation",16.64M
"CTRP","Ctrip.com International, Ltd.",11.98B
"CUNB","CU Bancorp (CA)",360.48M
"CUI","CUI Global, Inc.",181.84M
"CPIX","Cumberland Pharmaceuticals Inc.",74.20M
"CMLS","Cumulus Media Inc.",71.55M
"CRIS","Curis, Inc.",197.73M
"CUTR","Cutera, Inc.",150.35M
"CVBF","CVB Financial Corporation",1.64B
"CVV","CVD Equipment Corporation",50.67M
"CYAN","Cyanotech Corporation",23.17M
"CYBR","CyberArk Software Ltd.",1.09B
"CYBE","CyberOptics Corporation",65.48M
"CYCC","Cyclacel Pharmaceuticals, Inc.",11.45M
"CYCCP","Cyclacel Pharmaceuticals, Inc.",208.21M
"CBAY","CymaBay Therapeutics Inc.",26.96M
"CYNA","Cynapsus Therapeutics Inc.",163.64M
"CYNO","Cynosure, Inc.",886.44M
"CY","Cypress Semiconductor Corporati",2.56B
"CYRN","CYREN Ltd.",54.38M
"CONE","CyrusOne Inc",2.44B
"CYTK","Cytokinetics, Incorporated",263.51M
"CTMX","CytomX Therapeutics, Inc.",474.44M
"CYTX","Cytori Therapeutics Inc",28.37M
"CTSO","CYTOSORBENTS COR",110.59M
"CYTR","CytRx Corporation",181.49M
"DJCO","Daily Journal Corp. (S.C.)",268.92M
"DAKT","Daktronics, Inc.",378.89M
"DAIO","Data I/O Corporation",18.11M
"DTLK","Datalink Corporation",166.03M
"DRAM","Dataram Corporation",3.01M
"DWCH","Datawatch Corporation",52.78M
"PLAY","Dave & Buster's Entertainment, ",1.51B
"DTEA","DAVIDsTEA Inc.",233.67M
"DWSN","Dawson Geophysical Company",75.11M
"DBVT","DBV Technologies S.A.",1.21B
"DHRM","Dehaier Medical Systems Limited",10.17M
"DFRG","Del Frisco's Restaurant Group, ",358.69M
"TACO","Del Taco Restaurants, Inc.",412.47M
"TACOW","Del Taco Restaurants, Inc.",N/A
"DCTH","Delcath Systems, Inc.",6.31M
"DGAS","Delta Natural Gas Company, Inc.",157.47M
"DELT","Delta Technology Holdings Limit",9.09M
"DELTW","Delta Technology Holdings Limit",952873.25
"DENN","Denny's Corporation",798.30M
"XRAY","DENTSPLY International Inc.",7.94B
"DEPO","Depomed, Inc.",1.04B
"DSCI","Derma Sciences, Inc.",85.42M
"DERM","Dermira, Inc.",706.36M
"DEST","Destination Maternity Corporati",109.89M
"DXLG","Destination XL Group, Inc.",221.52M
"DSWL","Deswell Industries, Inc.",20.55M
"DTRM","Determine, Inc. ",21.70M
"DXCM","DexCom, Inc.",5.17B
"DHXM","DHX Media Ltd.",631.66M
"DMND","Diamond Foods, Inc.",1.14B
"DHIL","Diamond Hill Investment Group, ",578.33M
"FANG","Diamondback Energy, Inc.",4.92B
"DCIX","Diana Containerships Inc.",26.38M
"DRNA","Dicerna Pharmaceuticals, Inc.",114.50M
"DFBG","Differential Brands Group Inc.",29.31M
"DGII","Digi International Inc.",219.34M
"DMRC","Digimarc Corporation",247.08M
"DRAD","Digirad Corporation",91.64M
"DGLY","Digital Ally, Inc.",30.51M
"APPS","Digital Turbine, Inc.",73.34M
"DCOM","Dime Community Bancshares, Inc.",618.77M
"DMTX","Dimension Therapeutics, Inc.",191.72M
"DIOD","Diodes Incorporated",848.37M
"DPRX","Dipexium Pharmaceuticals, Inc.",73.65M
"DISCA","Discovery Communications, Inc.",16.61B
"DISCB","Discovery Communications, Inc.",16.49B
"DISCK","Discovery Communications, Inc.",16.31B
"DSCO","Discovery Laboratories, Inc.",18.09M
"DISH","DISH Network Corporation",21.57B
"DVCR","Diversicare Healthcare Services",42.56M
"SAUC","Diversified Restaurant Holdings",41.56M
"DLHC","DLH Holdings Corp.",31.09M
"DNBF","DNB Financial Corp",82.58M
"DLTR","Dollar Tree, Inc.",19.18B
"DGICA","Donegal Group, Inc.",407.12M
"DGICB","Donegal Group, Inc.",400.18M
"DMLP","Dorchester Minerals, L.P.",305.52M
"DORM","Dorman Products, Inc.",1.74B
"EAGL","Double Eagle Acquisition Corp.",154.28M
"EAGLU","Double Eagle Acquisition Corp.",N/A
"EAGLW","Double Eagle Acquisition Corp.",N/A
"DDAY","DraftDay Fantasy Sports, Inc.",8.02M
"DRWI","DragonWave Inc",6.67M
"DRWIW","DragonWave Inc",N/A
"DWA","Dreamworks Animation SKG, Inc.",1.85B
"DRYS","DryShips Inc.",71.98M
"DSKX","DS Healthcare Group, Inc.",29.80M
"DSPG","DSP Group, Inc.",179.35M
"CADT","DT Asia Investments Limited",90.16M
"CADTR","DT Asia Investments Limited",N/A
"CADTU","DT Asia Investments Limited",N/A
"CADTW","DT Asia Investments Limited",N/A
"DTSI","DTS, Inc.",402.02M
"DLTH","Duluth Holdings Inc.",546.12M
"DNKN","Dunkin' Brands Group, Inc.",3.98B
"DRRX","DURECT Corporation",138.60M
"DXPE","DXP Enterprises, Inc.",199.99M
"BOOM","Dynamic Materials Corporation",87.85M
"DYSL","Dynasil Corporation of America",28.27M
"DYNT","Dynatronics Corporation",7.87M
"DVAX","Dynavax Technologies Corporatio",752.75M
"ETFC","E*TRADE Financial Corporation",6.67B
"EBMT","Eagle Bancorp Montana, Inc.",42.23M
"EGBN","Eagle Bancorp, Inc.",1.55B
"EGLE","Eagle Bulk Shipping Inc.",24.85M
"EGRX","Eagle Pharmaceuticals, Inc.",944.85M
"ELNK","EarthLink Holdings Corp.",558.87M
"EWBC","East West Bancorp, Inc.",4.30B
"EACQ","Easterly Acquisition Corp.",58.45M
"EACQU","Easterly Acquisition Corp.",N/A
"EACQW","Easterly Acquisition Corp.",N/A
"EML","Eastern Company (The)",99.75M
"EVBS","Eastern Virginia Bankshares, In",88.60M
"EBAY","eBay Inc.",28.57B
"EBIX","Ebix, Inc.",1.10B
"ELON","Echelon Corporation",23.71M
"ECHO","Echo Global Logistics, Inc.",706.18M
"ECTE","Echo Therapeutics, Inc.",13.91M
"SATS","EchoStar Corporation",3.45B
"EEI","Ecology and Environment, Inc.",43.98M
"ECAC","E-compass Acquisition Corp.",53.04M
"ECACR","E-compass Acquisition Corp.",N/A
"ECACU","E-compass Acquisition Corp.",54.15M
"ESES","ECO-STIM ENERGY",35.09M
"EDAP","EDAP TMS S.A.",93.59M
"EDGE","Edge Therapeutics, Inc.",203.11M
"EDGW","Edgewater Technology, Inc.",84.61M
"EDIT","Editas Medicine, Inc.",180.51M
"EDUC","Educational Development Corpora",51.28M
"EFUT","eFuture Holding Inc.",33.57M
"EGAN","eGain Corporation",99.61M
"EGLT","Egalet Corporation",196.87M
"EHTH","eHealth, Inc.",187.33M
"LOCO","El Pollo Loco Holdings, Inc.",473.57M
"EMITF","Elbit Imaging Ltd.",19.85M
"ESLT","Elbit Systems Ltd.",3.64B
"ERI","Eldorado Resorts, Inc.",452.83M
"ELRC","Electro Rent Corporation",229.45M
"ESIO","Electro Scientific Industries, ",219.76M
"EA","Electronic Arts Inc.",19.57B
"EFII","Electronics for Imaging, Inc.",1.88B
"ELSE","Electro-Sensors, Inc.",11.58M
"ELEC","Electrum Special Acquisition Co",58.56M
"ELECU","Electrum Special Acquisition Co",59.47M
"ELECW","Electrum Special Acquisition Co",N/A
"EBIO","Eleven Biotherapeutics, Inc.",4.75M
"RDEN","Elizabeth Arden, Inc.",173.70M
"CAPX","Elkhorn S&P 500 Capital Expendi",N/A
"ESBK","Elmira Savings Bank NY (The)",48.32M
"LONG","eLong, Inc.",645.08M
"ELTK","Eltek Ltd.",12.48M
"EMCI","EMC Insurance Group Inc.",501.84M
"EMCF","Emclaire Financial Corp",48.82M
"EMKR","EMCORE Corporation",139.12M
"EMMS","Emmis Communications Corporatio",23.87M
"EMMSP","Emmis Communications Corporatio",56.01M
"NYNY","Empire Resorts, Inc.",138.96M
"ERS","Empire Resources, Inc.",29.73M
"ENTA","Enanta Pharmaceuticals, Inc.",556.40M
"ECPG","Encore Capital Group Inc",549.18M
"WIRE","Encore Wire Corporation",707.26M
"ENDP","Endo International plc",11.42B
"ECYT","Endocyte, Inc.",134.32M
"ELGX","Endologix, Inc.",510.45M
"EIGI","Endurance International Group H",1.41B
"WATT","Energous Corporation",98.87M
"EFOI","Energy Focus, Inc.",110.21M
"ERII","Energy Recovery, Inc.",350.41M
"EXXI","Energy XXI Ltd.",38.66M
"ENOC","EnerNOC, Inc.",148.21M
"ENG","ENGlobal Corporation",24.69M
"ENPH","Enphase Energy, Inc.",100.19M
"ESGR","Enstar Group Limited",2.98B
"ENFC","Entegra Financial Corp.",111.81M
"ENTG","Entegris, Inc.",1.70B
"ENTL","Entellus Medical, Inc.",301.17M
"ETRM","EnteroMedics Inc.",7.67M
"EBTC","Enterprise Bancorp Inc",231.93M
"EFSC","Enterprise Financial Services C",539.66M
"EGT","Entertainment Gaming Asia Incor",24.62M
"ENZN","Enzon Pharmaceuticals, Inc.",19.66M
"ENZY","Enzymotec Ltd.",187.91M
"EPIQ","EPIQ Systems, Inc.",487.67M
"EPRS","EPIRUS Biopharmaceuticals, Inc.",69.23M
"EPZM","Epizyme, Inc.",398.26M
"PLUS","ePlus inc.",563.69M
"EQIX","Equinix, Inc.",18.11B
"EQFN","Equitable Financial Corp.",27.23M
"EQBK","Equity Bancshares, Inc.",171.61M
"EAC","Erickson Incorporated",31.18M
"ERIC","Ericsson",30.38B
"ERIE","Erie Indemnity Company",5.12B
"ESCA","Escalade, Incorporated",173.22M
"ESMC","Escalon Medical Corp.",7.53M
"ESPR","Esperion Therapeutics, Inc.",380.82M
"ESSA","ESSA Bancorp, Inc.",138.36M
"EPIX","ESSA Pharma Inc.",74.83M
"ESND","Essendant Inc.",1.04B
"ESSF",N/A,N/A
"ETSY","Etsy, Inc.",882.45M
"CLWT","Euro Tech Holdings Company Limi",7.19M
"EEFT","Euronet Worldwide, Inc.",3.57B
"ESEA","Euroseas Ltd.",16.39M
"EVEP","EV Energy Partners, L.P.",99.21M
"EVK","Ever-Glory International Group,",27.94M
"EVLV","EVINE Live Inc.",28.56M
"EVOK","Evoke Pharma, Inc.",25.51M
"EVOL","Evolving Systems, Inc.",62.02M
"EXA","Exa Corporation",159.56M
"EXAS","Exact Sciences Corporation",623.30M
"EXAC","Exactech, Inc.",254.08M
"EXEL","Exelixis, Inc.",927.04M
"EXFO","EXFO Inc",162.21M
"EXLS","ExlService Holdings, Inc.",1.49B
"EXPE","Expedia, Inc.",16.11B
"EXPD","Expeditors International of Was",8.71B
"EXPO","Exponent, Inc.",1.26B
"ESRX","Express Scripts Holding Company",46.06B
"EXTR","Extreme Networks, Inc.",282.06M
"EYEG","Eyegate Pharmaceuticals, Inc.",22.20M
"EYEGW","Eyegate Pharmaceuticals, Inc.",N/A
"EZCH","EZchip Semiconductor Limited",760.44M
"EZPW","EZCORP, Inc.",159.03M
"FFIV","F5 Networks, Inc.",6.50B
"FB","Facebook, Inc.",305.01B
"FCS","Fairchild Semiconductor Interna",2.27B
"FRP","FairPoint Communications, Inc.",368.66M
"FWM","Fairway Group Holdings Corp.",14.70M
"FALC","FalconStor Software, Inc.",57.64M
"DAVE","Famous Dave's of America, Inc.",43.83M
"FARM","Farmer Brothers Company",423.49M
"FFKT","Farmers Capital Bank Corporatio",193.27M
"FMNB","Farmers National Banc Corp.",222.83M
"FARO","FARO Technologies, Inc.",459.45M
"FAST","Fastenal Company",13.08B
"FATE","Fate Therapeutics, Inc.",47.96M
"FBSS","Fauquier Bankshares, Inc.",56.15M
"FBRC","FBR & Co",117.70M
"FDML","Federal-Mogul Holdings Corporat",750.54M
"FNHC","Federated National Holding Comp",337.44M
"FEIC","FEI Company",3.12B
"FHCO","Female Health Company (The)",56.03M
"FENX","Fenix Parts, Inc.",98.57M
"GSM","Ferroglobe PLC",N/A
"FCSC","Fibrocell Science Inc",101.40M
"FGEN","FibroGen, Inc",1.19B
"ONEQ","Fidelity Nasdaq Composite Index",N/A
"LION","Fidelity Southern Corporation",343.71M
"FDUS","Fidus Investment Corporation",N/A
"FRGI","Fiesta Restaurant Group, Inc.",930.18M
"FSAM","Fifth Street Asset Management I",19.31M
"FSC","Fifth Street Finance Corp.",N/A
"FSCFL","Fifth Street Finance Corp.",3.67B
"FSFR","Fifth Street Senior Floating Ra",N/A
"FITB","Fifth Third Bancorp",12.30B
"FITBI","Fifth Third Bancorp",22.02B
"FNGN","Financial Engines, Inc.",1.54B
"FISI","Financial Institutions, Inc.",385.22M
"FNSR","Finisar Corporation",1.50B
"FNJN","Finjan Holdings, Inc.",21.73M
"FNTC","FinTech Acquisition Corp.",46.95M
"FNTCU","FinTech Acquisition Corp.",N/A
"FNTCW","FinTech Acquisition Corp.",N/A
"FEYE","FireEye, Inc.",2.37B
"FBNC","First Bancorp",368.68M
"FNLC","First Bancorp, Inc (ME)",202.91M
"FRBA","First Bank",63.87M
"BUSE","First Busey Corporation",539.45M
"FBIZ","First Business Financial Servic",187.90M
"FCAP","First Capital, Inc.",77.88M
"FCFS","First Cash Financial Services, ",1.16B
"FCNCA","First Citizens BancShares, Inc.",2.86B
"FCLF","First Clover Leaf Financial Cor",64.38M
"FCBC","First Community Bancshares, Inc",322.69M
"FCCO","First Community Corporation",89.65M
"FCFP","First Community Financial Partn",125.82M
"FBNK","First Connecticut Bancorp, Inc.",240.40M
"FDEF","First Defiance Financial Corp.",352.98M
"FFBC","First Financial Bancorp.",1.05B
"FFBCW","First Financial Bancorp.",N/A
"FFIN","First Financial Bankshares, Inc",1.81B
"THFF","First Financial Corporation Ind",422.97M
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"FFWM","First Foundation Inc.",340.69M
"FGBI","FIRST GUARANTY BANC",125.09M
"INBK","First Internet Bancorp",115.43M
"FIBK","First Interstate BancSystem, In",1.21B
"FRME","First Merchants Corporation",908.84M
"FMBH","First Mid-Illinois Bancshares, ",214.94M
"FMBI","First Midwest Bancorp, Inc.",1.31B
"FNBC","First NBC Bank Holding Company",473.11M
"FNFG","First Niagara Financial Group I",3.31B
"FNWB","First Northwest Bancorp",164.93M
"FSFG","First Savings Financial Group, ",73.17M
"FSLR","First Solar, Inc.",6.48B
"FSBK","First South Bancorp Inc",78.95M
"FPA","First Trust Asia Pacific Ex-Jap",N/A
"BICK","First Trust BICK Index Fund",N/A
"FBZ","First Trust Brazil AlphaDEX Fun",N/A
"FCAN","First Trust Canada AlphaDEX Fun",N/A
"FTCS","First Trust Capital Strength ET",N/A
"FCA","First Trust China AlphaDEX Fund",N/A
"FDT","First Trust Developed Markets E",N/A
"FDTS","First Trust Developed Markets e",N/A
"FV","First Trust Dorsey Wright Focus",N/A
"IFV","First Trust Dorsey Wright Inter",N/A
"FEM","First Trust Emerging Markets Al",N/A
"FEMB","First Trust Emerging Markets Lo",N/A
"FEMS","First Trust Emerging Markets Sm",N/A
"FTSM","First Trust Enhanced Short Matu",N/A
"FEP","First Trust Europe AlphaDEX Fun",N/A
"FEUZ","First Trust Eurozone AlphaDEX E",N/A
"FGM","First Trust Germany AlphaDEX Fu",N/A
"FTGC","First Trust Global Tactical Com",N/A
"FTHI","First Trust High Income ETF",N/A
"HYLS","First Trust High Yield Long/Sho",N/A
"FHK","First Trust Hong Kong AlphaDEX ",N/A
"FTAG","First Trust Indxx Global Agricu",N/A
"FTRI","First Trust Indxx Global Natura",N/A
"FPXI","First Trust International IPO E",N/A
"YDIV","First Trust International Multi",N/A
"SKYY","First Trust ISE Cloud Computing",N/A
"FJP","First Trust Japan AlphaDEX Fund",N/A
"FLN","First Trust Latin America Alpha",N/A
"FTLB","First Trust Low Beta Income ETF",N/A
"LMBS","First Trust Low Duration Mortga",N/A
"FMB","First Trust Managed Municipal E",N/A
"MDIV","First Trust Multi-Asset Diversi",N/A
"QABA","First Trust NASDAQ ABA Communit",N/A
"QCLN","First Trust NASDAQ Clean Edge G",N/A
"GRID","First Trust NASDAQ Clean Edge S",N/A
"CIBR","First Trust NASDAQ Cybersecurit",N/A
"CARZ","First Trust NASDAQ Global Auto ",N/A
"RDVY","First Trust NASDAQ Rising Divid",N/A
"FONE","First Trust NASDAQ Smartphone I",N/A
"TDIV","First Trust NASDAQ Technology D",N/A
"QQEW","First Trust NASDAQ-100 Equal We",N/A
"QQXT","First Trust NASDAQ-100 Ex-Techn",N/A
"QTEC","First Trust NASDAQ-100- Technol",N/A
"AIRR","First Trust RBA American Indust",N/A
"QINC","First Trust RBA Quality Income ",N/A
"FTSL","First Trust Senior Loan Fund ET",N/A
"FKO","First Trust South Korea AlphaDE",N/A
"FCVT","First Trust SSI Strategic Conve",N/A
"FDIV","First Trust Strategic Income ET",N/A
"FSZ","First Trust Switzerland AlphaDE",N/A
"FTW","First Trust Taiwan AlphaDEX Fun",N/A
"TUSA","First Trust Total US Market Alp",N/A
"FKU","First Trust United Kingdom Alph",N/A
"FUNC","First United Corporation",59.85M
"SVVC","Firsthand Technology Value Fund",N/A
"FMER","FirstMerit Corporation",3.27B
"FSV","FirstService Corporation",1.36B
"FISV","Fiserv, Inc.",21.83B
"FIVE","Five Below, Inc.",2.06B
"FPRX","Five Prime Therapeutics, Inc.",927.40M
"FIVN","Five9, Inc.",383.83M
"FLML","Flamel Technologies S.A.",390.81M
"FLKS","Flex Pharma, Inc.",112.27M
"FLXN","Flexion Therapeutics, Inc.",234.78M
"SKOR","FlexShares Credit-Scored US Cor",N/A
"LKOR","FlexShares Credit-Scored US Lon",N/A
"MBSD","FlexShares Disciplined Duration",N/A
"ASET","FlexShares Real Assets Allocati",N/A
"QLC","FlexShares US Quality Large Cap",N/A
"FLXS","Flexsteel Industries, Inc.",316.04M
"FLEX","Flextronics International Ltd.",5.87B
"FLIR","FLIR Systems, Inc.",4.30B
"FLDM","Fluidigm Corporation",184.40M
"FFIC","Flushing Financial Corporation",599.18M
"FOMX","Foamix Pharmaceuticals Ltd.",173.86M
"FOGO","Fogo de Chao, Inc.",441.91M
"FONR","Fonar Corporation",100.58M
"FES","Forbes Energy Services Ltd",6.44M
"FORM","FormFactor, Inc.",406.31M
"FORTY","Formula Systems (1985) Ltd.",401.51M
"FORR","Forrester Research, Inc.",562.95M
"FTNT","Fortinet, Inc.",4.57B
"FBIO","Fortress Biotech, Inc.",138.57M
"FWRD","Forward Air Corporation",1.27B
"FORD","Forward Industries, Inc.",12.43M
"FWP","Forward Pharma A/S",689.02M
"FOSL","Fossil Group, Inc.",2.21B
"FMI","Foundation Medicine, Inc.",534.34M
"FXCB","Fox Chase Bancorp, Inc.",211.38M
"FOXF","Fox Factory Holding Corp.",540.94M
"FRAN","Francesca's Holdings Corporatio",769.40M
"FELE","Franklin Electric Co., Inc.",1.33B
"FRED","Fred's, Inc.",517.98M
"FREE","FreeSeas Inc.",974.70
"RAIL","Freightcar America, Inc.",221.29M
"FEIM","Frequency Electronics, Inc.",79.78M
"FRPT","Freshpet, Inc.",223.55M
"FTR","Frontier Communications Corpora",5.27B
"FTRPR","Frontier Communications Corpora",102.81B
"FRPH","FRP Holdings, Inc.",321.77M
"FSBW","FS Bancorp, Inc.",74.80M
"FTD","FTD Companies, Inc.",690.85M
"FSYS","Fuel Systems Solutions, Inc.",77.80M
"FTEK","Fuel Tech, Inc.",35.91M
"FCEL","FuelCell Energy, Inc.",136.69M
"FORK","Fuling Global Inc.",36.51M
"FULL","Full Circle Capital Corporation",N/A
"FULLL","Full Circle Capital Corporation",N/A
"FLL","Full House Resorts, Inc.",26.37M
"FULT","Fulton Financial Corporation",2.24B
"FSNN","Fusion Telecommunications Inter",17.09M
"FFHL","Fuwei Films (Holdings) Co., Ltd",9.14M
"GK","G&K Services, Inc.",1.32B
"WILC","G. Willi-Food International, L",49.15M
"GAIA","Gaiam, Inc.",136.85M
"GLPG","Galapagos NV",1.69B
"GALT","Galectin Therapeutics Inc.",28.24M
"GALTU","Galectin Therapeutics Inc.",N/A
"GALTW","Galectin Therapeutics Inc.",N/A
"GALE","Galena Biopharma, Inc.",137.75M
"GLMD","Galmed Pharmaceuticals Ltd.",54.95M
"GLPI","Gaming and Leisure Properties, ",2.94B
"GPIC","Gaming Partners International C",79.12M
"GRMN","Garmin Ltd.",7.77B
"GGAC","Garnero Group Acquisition Compa",48.06M
"GGACR","Garnero Group Acquisition Compa",N/A
"GGACU","Garnero Group Acquisition Compa",49.22M
"GGACW","Garnero Group Acquisition Compa",N/A
"GARS","Garrison Capital Inc.",N/A
"GCTS",N/A,N/A
"GLSS",N/A,N/A
"GENC","Gencor Industries Inc.",121.04M
"GNCMA","General Communication, Inc.",708.28M
"GFN","General Finance Corporation",106.90M
"GFNCP","General Finance Corporation",1.64B
"GFNSL","General Finance Corporation",534.52M
"GENE","Genetic Technologies Ltd",26.76M
"GNMK","GenMark Diagnostics, Inc.",217.30M
"GNCA","Genocea Biosciences, Inc.",114.86M
"GHDX","Genomic Health, Inc.",864.44M
"GNST",N/A,N/A
"GNTX","Gentex Corporation",4.28B
"THRM","Gentherm Inc",1.53B
"GNVC","GenVec, Inc.",8.98M
"GTWN","Georgetown Bancorp, Inc.",34.47M
"GEOS","Geospace Technologies Corporati",131.81M
"GABC","German American Bancorp, Inc.",410.95M
"GERN","Geron Corporation",436.69M
"GEVO","Gevo, Inc.",6.39M
"ROCK","Gibraltar Industries, Inc.",755.24M
"GIGM","GigaMedia Limited",30.61M
"GIGA","Giga-tronics Incorporated",8.39M
"GIII","G-III Apparel Group, LTD.",2.24B
"GILT","Gilat Satellite Networks Ltd.",169.27M
"GILD","Gilead Sciences, Inc.",126.70B
"GBCI","Glacier Bancorp, Inc.",1.80B
"GLAD","Gladstone Capital Corporation",N/A
"GLADO","Gladstone Capital Corporation",483.90M
"GOOD","Gladstone Commercial Corporatio",331.03M
"GOODN","Gladstone Commercial Corporatio",575.48M
"GOODO","Gladstone Commercial Corporatio",575.03M
"GOODP","Gladstone Commercial Corporatio",578.18M
"GAIN","Gladstone Investment Corporatio",N/A
"GAINN","Gladstone Investment Corporatio",687.46M
"GAINO","Gladstone Investment Corporatio",722.24M
"GAINP","Gladstone Investment Corporatio",N/A
"LAND","Gladstone Land Corporation",76.03M
"GLBZ","Glen Burnie Bancorp",30.63M
"GBT","Global Blood Therapeutics, Inc.",496.45M
"ENT","Global Eagle Entertainment Inc.",720.81M
"GBLI","Global Indemnity plc",727.73M
"GBLIZ","Global Indemnity plc",N/A
"GPAC","Global Partner Acquisition Corp",46.44M
"GPACU","Global Partner Acquisition Corp",46.39M
"GPACW","Global Partner Acquisition Corp",N/A
"SELF","SELF STORAGE GROUP",30.33M
"GSOL","Global Sources Ltd.",202.46M
"ACTX","Global X Guru Activist ETF",N/A
"QQQC","Global X NASDAQ China Technolog",N/A
"SOCL","Global X Social Media Index ETF",N/A
"ALTY","Global X SuperDividend Alternat",N/A
"SRET","Global X SuperDividend REIT ETF",N/A
"YLCO","Global X Yieldco Index ETF",N/A
"GAI","Global-Tech Advanced Innovation",25.87M
"GBIM","GlobeImmune, Inc.",8.34M
"GLBS","Globus Maritime Limited",1.33M
"GLRI","Glori Energy Inc",5.42M
"GLUU","Glu Mobile Inc.",497.45M
"GLYC","GlycoMimetics, Inc.",94.62M
"GOGO","Gogo Inc.",948.61M
"GLNG","Golar LNG Limited",1.53B
"GMLP","Golar LNG Partners LP",866.95M
"GLDC","Golden Enterprises, Inc.",52.16M
"GDEN","Golden Entertainment, Inc.",217.39M
"GOGL","Golden Ocean Group Limited",111.86M
"GBDC"
gitextract_doktp_zd/
├── .gitignore
├── LICENSE
├── README.md
├── homework_assignments/
│ ├── hw_set2/
│ │ ├── demand.m
│ │ ├── main.m
│ │ └── supply.m
│ ├── hw_set3/
│ │ ├── company_list.csv
│ │ └── company_list_corrected.csv
│ └── hw_set6/
│ └── ols_via_projection/
│ ├── OLS_and_projection.ipynb
│ └── trade_data.csv
├── lecture10/
│ ├── Interpolations_jl_alberto_polo.ipynb
│ └── Morelli_Presentation_final.ipynb
├── lecture11/
│ ├── Scikit-Learn presentation.ipynb
│ └── overfitting_noises_dcs.ipynb
├── lecture12/
│ └── mabille_julia_parallel.ipynb
├── lecture13/
│ ├── carlos_lizama_Gadfly.ipynb
│ └── felipe_alves_codes/
│ ├── .ipynb_checkpoints/
│ │ ├── HANK_felipe_alves-checkpoint.ipynb
│ │ └── JuliaPackages-checkpoint.ipynb
│ ├── HANK_felipe_alves.ipynb
│ ├── aggregate.jl
│ ├── main_fig.jl
│ ├── solveHJB.jl
│ ├── solveKFE.jl
│ ├── testing.jl
│ └── twoassets.jl
├── lecture14/
│ ├── james_graham_DOLO.ipynb
│ └── pre_RuixueGong.ipynb
├── lecture2/
│ ├── .pass
│ ├── c_examples/
│ │ ├── ar1_sample_mean.c
│ │ ├── function.c
│ │ ├── function_ref.c
│ │ ├── hello.c
│ │ ├── hello_again.c
│ │ ├── make_grid.c
│ │ ├── makefile
│ │ └── sin_func.c
│ └── git_intro/
│ ├── Makefile
│ ├── github.html
│ ├── github.md
│ ├── gitnotes.html
│ └── gitnotes.md
├── lecture3/
│ ├── .ipynb_checkpoints/
│ │ └── command_line-checkpoint.ipynb
│ └── command_line.ipynb
├── lecture5/
│ ├── .ipynb_checkpoints/
│ │ └── numpy_timing-checkpoint.ipynb
│ ├── fast_loop_examples/
│ │ ├── ar1_sample_mean.c
│ │ ├── ar1_sample_mean.jl
│ │ ├── ar1_sample_mean.py
│ │ ├── foo
│ │ └── makefile
│ └── numpy_timing.ipynb
├── lecture6/
│ ├── .ipynb_checkpoints/
│ │ └── IntroToJulia-checkpoint.ipynb
│ ├── IntroToJulia.ipynb
│ ├── JuliaPackages.ipynb
│ ├── ParallelJulia.ipynb
│ └── install_julia
├── lecture7/
│ └── Intro_to_pymc.ipynb
├── lecture8/
│ └── Pandas.ipynb
└── lecture9/
├── Plotly_Presentation.html
└── Plotly_Presentation.ipynb
SYMBOL INDEX (14 symbols across 9 files)
FILE: lecture2/c_examples/ar1_sample_mean.c
function ar1_ts (line 8) | double ar1_ts (double * params, int n, unsigned long int seed)
function main (line 33) | int main(void)
FILE: lecture2/c_examples/function.c
function f (line 3) | double f(double x)
function main (line 8) | int main(void)
FILE: lecture2/c_examples/function_ref.c
function f (line 3) | void f(double x, double *y_pointer)
function main (line 8) | int main(void)
FILE: lecture2/c_examples/hello.c
function main (line 3) | int main(void) {
FILE: lecture2/c_examples/hello_again.c
function main (line 3) | int main() {
FILE: lecture2/c_examples/make_grid.c
function linspace (line 4) | void linspace(double *ls, double a, double b, int n)
function main (line 15) | int main(void)
FILE: lecture2/c_examples/sin_func.c
function main (line 5) | int main() {
FILE: lecture5/fast_loop_examples/ar1_sample_mean.c
function ar1_ts (line 8) | double ar1_ts (double * params, int n, unsigned long int seed)
function main (line 33) | int main(void)
FILE: lecture5/fast_loop_examples/ar1_sample_mean.py
function ar1_sample_mean (line 6) | def ar1_sample_mean(N, alpha, beta, s):
Copy disabled (too large)
Download .json
Condensed preview — 59 files, each showing path, character count, and a content snippet. Download the .json file for the full structured content (21,913K chars).
[
{
"path": ".gitignore",
"chars": 0,
"preview": ""
},
{
"path": "LICENSE",
"chars": 1492,
"preview": "Copyright (c) 2015, John Stachurski\nAll rights reserved.\n\nRedistribution and use in source and binary forms, with or wit"
},
{
"path": "README.md",
"chars": 16892,
"preview": "\n# Topics in Computational Economics\n\n[John Stachurski](http://johnstachurski.net/)\n\nThis is the home page of ECON-GA 30"
},
{
"path": "homework_assignments/hw_set2/demand.m",
"chars": 103,
"preview": "function yd = demand(price);\r\n\r\n global a epsilon;\r\n\r\n yd = a*(price^(-epsilon));\r\n\r\nend\r\n\r\n \r\n"
},
{
"path": "homework_assignments/hw_set2/main.m",
"chars": 581,
"preview": "global a b epsilon;\r\na = 1;\r\nb = 0.1;\r\nepsilon = 1;\r\n\r\nmxiter = 30;\r\ntoler = 1.0e-6;\r\n\r\nplow = 0.1;\r\nphigh = 10.0;\r\n\r\nni"
},
{
"path": "homework_assignments/hw_set2/supply.m",
"chars": 84,
"preview": "function ys = supply(price);\r\n\r\n global b;\r\n\r\n ys = exp(b*price) - 1;\r\n\r\nend\r\n\r\n"
},
{
"path": "homework_assignments/hw_set3/company_list.csv",
"chars": 129302,
"preview": "\"Symbol\", \"Name\", \"MarketCap\"\n\"TFSC\", \"1347 Capital Corp.\", \"$58.59M\"\n\"TFSCR\", \"1347 Capital Corp.\", \"n/a\"\n\"TFSCU\", \"134"
},
{
"path": "homework_assignments/hw_set3/company_list_corrected.csv",
"chars": 122915,
"preview": "\"Symbol\", \"Name\", \"Market Cap\"\n\"TFSC\",\"1347 Capital Corp.\",18.13M\n\"TFSCR\",\"1347 Capital Corp.\",N/A\n\"TFSCU\",\"1347 Capital"
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{
"path": "homework_assignments/hw_set6/ols_via_projection/OLS_and_projection.ipynb",
"chars": 14859,
"preview": "{\n \"cells\": [\n {\n \"cell_type\": \"markdown\",\n \"metadata\": {},\n \"source\": [\n \"## OLS Through StatsModels vs Proje"
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"chars": 305921,
"preview": ",year,iiso3c,eiso3c,value,contig,comlang_off,colony,dist,distcap,distw,distwces,ell,ill,egdp,egdppc,epop,igdp,igdppc,ipo"
},
{
"path": "lecture10/Interpolations_jl_alberto_polo.ipynb",
"chars": 1444114,
"preview": "{\n \"cells\": [\n {\n \"cell_type\": \"markdown\",\n \"metadata\": {},\n \"source\": [\n \"# Interpolations.jl\\n\",\n \"\\n\",\n "
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"path": "lecture10/Morelli_Presentation_final.ipynb",
"chars": 194796,
"preview": "{\n \"cells\": [\n {\n \"cell_type\": \"markdown\",\n \"metadata\": {\n \"slideshow\": {\n \"slide_type\": \"slide\"\n }\n },"
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"path": "lecture11/Scikit-Learn presentation.ipynb",
"chars": 361423,
"preview": "{\n \"cells\": [\n {\n \"cell_type\": \"markdown\",\n \"metadata\": {},\n \"source\": [\n \"## ILDEBRANDO MAGNANI\\n\",\n \"\\n\","
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"chars": 295078,
"preview": "{\n \"cells\": [\n {\n \"cell_type\": \"markdown\",\n \"metadata\": {},\n \"source\": [\n \"# Stochastic and Deterministic Nois"
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"chars": 47624,
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// ... and 1 more files (download for full content)
About this extraction
This page contains the full source code of the jstac/quantecon_nyu_2016 GitHub repository, extracted and formatted as plain text for AI agents and large language models (LLMs). The extraction includes 59 files (19.5 MB), approximately 5.1M tokens, and a symbol index with 14 extracted functions, classes, methods, constants, and types. Use this with OpenClaw, Claude, ChatGPT, Cursor, Windsurf, or any other AI tool that accepts text input. You can copy the full output to your clipboard or download it as a .txt file.
Extracted by GitExtract — free GitHub repo to text converter for AI. Built by Nikandr Surkov.