"Index was out of range" Message
Author: joannakim
Creation Date: 8/6/2011 8:29 AM
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joannakim

#1
Hi. I am trying to backtest the same usual strategy with the same usual data sets: Fidelity and Yahoo for basically the whole US stock market.

When I back test on Yahoo daily data, I get the following message in the Debug and Error Messages window that pops up: " Error processing symbol zz Index was out of range. Must be non-negative and less than the size of the collection. Parameter name: index. " And of course, I don't get any backtest results.

When I back test on Fidelity data, I get the following message on the Debug and Error Messages window: " Error processing symbol TRST Index was out of range. Must be non-negative and less than the size of the collection. Parameter name: index" And once again, I don't get any backtest results.

I have been successfully testing the same strategy on the same data sets for the long time. I don't know why this is happening. What should I do? Thanks.
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Eugene

#2
First thing to do is to Title search the forum for "index AND range": at least 12 hits come up. Content search for "index AND range AND error" gives out even more food for thought: 111 results!

Another viable alternative is search or browse the Wealth-Lab Wiki. In a section dedicated to errors, there's a chapter on Index was out of range:

Errors | Strategy
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joannakim

#3
Hi Eugene. I reviewed some others' postings, and also downloaded my data sets again from finviz for both Fidelity and Yahoo.

The new backtests on both data sets: Fidelity and Yahoo exhibits a common thing: it produces the index out of range message for the final symbol on the data set. Even after I deleted that symbol from one of the two data sets, it still moves up to the new-last symbol, and gives out the same error message. For some reason it is having problems processing the last symbol on the data set no matter what that symbol is. Do you know what I could do?

My problem does not seem to fall under one of those mentioned in the link that you provided which are as follows:




QUOTE:
Index was out of range


If you're getting this "Index out of range" error message in Debug window when running a Strategy, this means you're actually violating the bounds in some way. For example:

accessing the data at an invalid bar number. Example: your trading loop starts at bar 3, and you're trying to compare the close of the bar with the close of the bar-4.
accessing the data that does not exist. Example: your DataSet contains the price data for a symbol that stopped trading, and you select the data range that goes beyond that date, and do not account for this fact in your Strategy.
accessing a Position that does not yet exist

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Eugene

#4
The problem always either falls under one of those example categories or is caused by violating the bounds in some other, creative way.

I don't know how you got to deleting the last symbol of the DataSet, as well as I don't seem to have an idea about your code and/or your DataSet composition as well as settings. So at this stage you're leaving us with guesswork. Provide us with something to work with, to reproduce and troubleshoot -- as the famous checklist suggests. Item by item.

p.s. But if it's a 'tried and true' strategy and we were having a guesswork excercise, I'd bet on #2: data issue. I'd examine the DataSet for symbols with 0 bars or end date in the past, and would run the "Bad History Data Check (Rev.A)" strategy, for instance.
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joannakim

#5
Hi Eugene. I am so appreciative about the fact that you guys are around on weekends as well to help the lost souls like myself struggling out here. Good for you!

I think your "guess" about the problem being the Data might very well be correct because I ran some back tests on other strategies including one that I downloaded, and I am getting almost identical error message about index being out of range.

The way I deleted the last symbol on one data set previously was: to go to the expanded data tree of my data set on the left pane of WLP, and right clicked on the last symbol, and selected "delete." But then I got the error message saying the new-last symbol was out of range.

And how do you run the "Bad History Data Check?" And any other suggestions?

As to the famous checklist, here are my answers to some of those items:

WLP version 6.2, 64 bit version
PC with Windows 7 Home Premium, Intel i-5 quad core processor, 8 gigs of RAM
I used the tried and true strategy (and its code.) I also used other strategies including one that I just downloaded from the site.
I am using the Data Manager in WLP with my stock data sets of basically the entire US market with prices above $3. I used both Fidelity data and Yahoo daily data.
Position Size is: 20% of equity, Daily and different Data Ranges including from beginning of 2010 to 8/5/2011.
Symbols are all US stocks above $3.00 imported from Finviz.
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Eugene

#6
Hi Joanna,

No other suggestions except that you'll have to go through your DataSets manually and find the culprit (symbol). Given that other strategies exprience the same error, it's the most probable version.

a. "All US stocks above $3.00" is simply too much. Break it down in smaller subsets, note when the problem starts taking place and which DataSets are free from it.
b. Run the 'Bad History Rev.A' script and examine the output.
c. Sort symbols in your DataSets by their last date to find ones which have stopped trading or with zero bars.
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joannakim

#7
Eugene, I ran some more tests this morning, and the same problem persists. The final symbol in a data set produces the index out of range message. I looked in the Data Manager window under the Data Update Log after this morning's update, and all those symbols that produced the error message seemed to have updated fine.If I remove/delete the final symbol from the data set in the Data Sets tab, click Apply, and re-run the test, the same error message would appear on the now new-final symbol of the data set: say it was ZZ the first time, but after deleting ZZ, the error message will appear citing ZX and so forth. Do you have any thoughts?

How do I do 'b?" I don't know how to run the 'Bad History Rev.A' script.

Also I have used even larger data set in the past: e.g. all US stocks with a different filter without any problems for years. This latest development is new to me.
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Eugene

#8
It's not the final symbol. Not that easy.
QUOTE:
How do I do 'b?" I don't know how to run the 'Bad History Rev.A' script.

Read its description.
QUOTE:
Also I have used even larger data set in the past: e.g. all US stocks with a different filter without any problems for years.

And now you probably have an unidentified problematic symbol somewhere, most likely, that stopped trading or with 0 bars, so the first objective is to identify all such symbols, exclude them from your backtests and see how this affects them.
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joannakim

#9
Would you mind telling me where I could find the description for 'Bad History Rev.A script? I put "bad history data check" in the search box in the WLP User Guide, but did not get much help. The page it brought up: "Index Calculation" just told me to run the "Bad History Data Check" script.
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Eugene

#10
It's a downloadable Strategy. Where do you look for the description of a strategy? In its own Description box, of course.

All scripts which can be found under "Strategies and Trading" on this website, are downloadable in WLP/D. If you haven't downloaded it, time to read the Wealth-Lab User Guide > Reference > Dialogs > Strategy Explorer > Download...
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joannakim

#11
Thanks. I started reading the section that you recommended, and ran into something that I have always wondered: why do we need to import strategies that are only in XML? Just curious. I hope you don' mind.

And if we write strategies in C#, how could we import that into WLP?
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Eugene

#12
QUOTE:
why do we need to import strategies that are only in XML?

Consider searching the forum, it was already answered here before in the past.
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joannakim

#13
I ran the Bad History.... that you mentioned on Yahoo daily data set that I have been using. After getting a dialog box that says: Delette 1 data files with bad bars from the DataStore? with Yes, No and Cancel options about 4 times each of which I answered "yes" to, I got the following error message: Error processing symbol ZX Index was out of range. Must be non-negative and less than the size of the collection.
Parameter name: index
No data: ZX

I ran the strategy on Fidelity data set that I also used, and got the "Delete 1 data files......" dialog box 110 times so far and still continuing. I answered "yes" 109 times so far.With Fido data, I am not even getting through the dialog boxes it seems.

What to do?
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Eugene

#14
QUOTE:
What to do?

Stop and think.

Seems like you're using Bad History to willingly delete whatever it says. You're expected to analyze the Debug Log and the Data Manager for potentially suspicious symbols like delisted, IPOs, and zero bars.

Don't expect a turnkey solution or an "aha" answer from me on this; I can only give you guidelines and food for thought. Let's revisit this once you had enough time to thoroughly review the Debug log and each DataSet in the Data Manager for those problematic symbols, excluded them, and found a pattern yourself (what works, what's not).
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joannakim

#15
I reviewed the LastUpdateLog-Notepad for Yahoo data since Fidelity data seems to produce too many complications.

1. There are no symbols with " 0 bars" in Yahoo data although there are several symbols withe the following descriptions next to them: " Error: the remote server returned an error: (404) Not Found." Is that message saying the same thing as "0 bars?"

2. With regard to the symbols that might have stopped trading, what I could guess in the Yahoo data is that those might be the ones that had earlier dates than 8/5/2011 which most of the symbols had next to them. Those examples are: AAI with 5/2/2011, AAN with 7/15/2011, ACV with with 5/10/2011and AERO with 7/18/2011, etc. There are about 2 dozens more symbols that are in this category.

By contrast, Fidelity data has lots of symbols(187) with dates earlier than 8/5/2011 and also has 8 symbols with 0 bars in the daily data section.

Strangely enough ( at least to me,) neither data sets had the final symbols: zz, zumz or zx included in either kinds of list ( 0 bars or with earlier date than 8/5/2011.) These were the symbols that generated the Index out of Range message for me earlier. All three of these symbols in Yahoo data seem to have normal data updating information: no 0 bars, no earlier date than 8/5/2011. In Fidelity data, zumz was normal and zz and zx did not exist neither in the normal category nor in the abnormal category.

Do you know what I should do next? Thanks.

And by the way, do other people have this much struggle with this kind of problem?
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Eugene

#16
QUOTE:
I reviewed the LastUpdateLog-Notepad

The easiest way to find symbols which stopped trading or have zero bars, as mentioned above, is to use the Data Manager to sort by last update time and/or bars count (in the "Symbol Details" view, DataSet by DataSet.)
QUOTE:
Strangely enough ( at least to me,) neither data sets had the final symbols: zz, zumz or zx included in either kinds of list ( 0 bars or with earlier date than 8/5/2011.)

There's nothing strange, if you consider that in my previous replies, I tried to hint that it's not that simple, and the issue can't be cured by just excluding a DataSet's last symbol. It's just the way Wealth-Lab's debug output notifies user in this case.
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joannakim

#17
I did what you suggested:I used Data Manager, Symbol details, and sorted by "Bars" and then by "Updated" using both Yahoo and Fido data sets( both containing 5949 symbols.)

Yahoo had 9 symbols with 0 bars and 27 symbols with the last update date prior to 8/5/2011 which is the latest update date for most symbols in Yahoo.

The same experiment on Fido data produced 28 symbols with 0 bars and 76 symbols with earlier update date than 8/5/2011 and 110 symbols with update dates earlier than 8/8/2011 which is the latest update date for Fidelity data ( unlike Yahoo data whose latest update date right now is 8/5/2011.)

What do you think that I should do now? Thanks.
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Eugene

#18
So, what happens after excluding each such symbol from your backtests?

Take a plain vanilla, prepackaged strategy like "Moving average crossover" (because we can not be sure that your 'tried and true' code is bug free). Take a DataSet like "Dow 30" and run the strategy on it, then on your own DataSets which contain only actual data & approved by the "Bad History Rev.A". What has changed, if anything?
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joannakim

#19
Eugene, what is the best way to remove those symbols? In the Symbol Details window, I highlighted a symbol, and right clicked, but the "remove symbol" was faded out, and was not clickable.
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Eugene

#20
In short: making sure the Symbol Details window is in symbol name display mode (i.e. textbox with no bars count, last date & company name), click "Delete" on your keyboard and then apply changes. Refer to the User Guide for additional information.

p.s. Certain data providers do not allow DataSet modification (e.g. TradingBlox, PiTrading, CBOE, Market Sentiment) but that doesn't apply to Yahoo/Fidelity.
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joannakim

#21
Hi Eugene. I spent enormous amount of time deleting symbols that had 0 bars and that had update dates earlier than 8/9/2011. Then following your advice, I used a canned strategy: Moving Average Crossover to backtest against the same data sets that I mentioned before: Fidelity and Yahoo over the period: 2008. I am getting the same error message: Index was out of range.

When I tested my tried and true strategies and the Moving Average Crossover on smaller data sets such as Dow 30 and Nasdaq 100, they gave me results.

The data sets that I am having problems with used to work fine for year.

What do you think that I should do. I am disappointed and discouraged.
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Eugene

#22
Hi Joanna,

Copy/paste the symbols of an offending DataSet here so I could try to reproduce.
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joannakim

#23
Thanks Eugene. I appreciate it very much. Her it is:

A AA AAN AAP AAPL AAT AATI AAV AAWW AAXJ AB ABAX ABB ABC ABD ABFS ABG ABH ABM ABMD ABT ABV ABVT ABX ACAS ACC ACCL ACE ACET ACG ACGL ACH ACHN ACI ACIW ACM ACN ACO ACOM ACOR ACTG ACTV ACW ACWI ACWX ACXM ADBE ADI ADM ADP ADS ADSK ADTN ADVS ADX ADY AEA AEC AEE AEG AEGR AEIS AEL AEM AEO AEP AER AERL AES AET AF AFAM AFFX AFFY AFG AFL AFSI AG AGCO AGD AGG AGII AGL AGN AGNC AGO AGP AGQ AGRO AGU AGYS AH AHCI AHL AHS AHT AIG AIMC AIN AINV AIQ AIR AIRM AIT AIV AIXG AIZ AJG AKAM AKR AKRX AKS AL ALB ALD ALE ALEX ALGN ALGT ALJ ALK ALKS ALL ALLT ALNY ALR ALSK ALTE ALTR ALU ALV ALXN AM AMAG AMAP AMAT AMCC AMCX AMD AME AMED AMG AMGN AMID AMJ AMKR AMLN AMLP AMN AMP AMPE AMR AMRC AMRN AMRS AMSC AMSG AMT AMTD AMX AMZN AN ANDE ANF ANGO ANH ANN ANR ANSS ANTH ANV ANW AOD AOI AOL AON AONE AOS APA APAC APC APD APEI APH APKT APL APO APOG APOL APRI ARAY ARB ARBA ARC ARCC ARCO ARE AREX ARG ARGN ARIA ARJ ARK ARLP ARMH ARO ARQL ARR ARRS ART ARTC ARUN ARW ARX ASBC ASCA ASGN ASH ASIA ASML ASNA ASTE ASX ASYS AT ATHN ATI ATK ATLS ATMI ATML ATO ATPG ATR ATSG ATU ATVI ATW AU AUDC AUMN AUO AUQ AUXL AUY AVA AVAV AVB AVD AVEO AVGO AVID AVNR AVNW AVP AVT AVX AVY AWAY AWC AWF AWH AWI AWK AWP AXAS AXE AXL AXP AXS AXTI AXU AYI AYR AZC AZK AZN AZO AZPN B BA BAA BAB BABY BAC BAH BAK BALT BAM BANR BAP BAS BAX BBBB BBBY BBD BBEP BBG BBL BBRG BBT BBVA BBY BC BCE BCF BCO BCPC BCR BCS BCSI BDC BDJ BDN BDSI BDV BDX BEAT BEAV BEBE BEC BECN BEE BEN BEXP BF-B BFR BG BGC BGCP BGG BGR BGS BGU BGY BGZ BHE BHI BHP BID BIDU BIG BIIB BIK BIL BIN BIOS BIP BIRT BITA BIV BJ BJRI BK BKCC BKD BKE BKF BKH BKI BKLN BKMU BKS BKT BKU BLC BLK BLKB BLL BLT BLUD BLW BLX BMA BMC BMO BMR BMRN BMS BMY BND BNS BOBE BODY BOE BOH BONA BONT BORN BOX BP BPFH BPI BPL BPO BPT BR BRC BRCD BRCM BRE BRF BRFS BRK-B BRKL BRKR BRKS BRLI BRO BRP BRS BRY BSBR BSFT BSV BSX BT BTE BTI BTM BTN BTU BTX BTZ BUD BUSE BVN BWA BWC BWLD BWP BWS BWX BX BXP BXS BYD BYI BZ BZF C CA CAAS CAB CACI CADX CAF CAG CAH CAJ CAKE CALD CALM CALP CALX CAM CAP CAR CAST CASY CAT CATM CATO CATY CAVM CB CBD CBE CBEY CBG CBI CBK CBL CBOE CBOU CBR CBRL CBS CBSH CBST CBT CBU CBZ CCC CCE CCG CCI CCIH CCIX CCJ CCK CCL CCMP CCO CCOI CCRN CCSC CCX CDE CDNS CDR CDTI CDXS CE CEC CECO CEDC CEF CEG CEL CELG CELL CENX CEO CEPH CERN CETV CEVA CEW CF CFFN CFN CFP CFR CFSG CFX CGA CGI CGNX CGV CHD CHE CHEF CHH CHI CHIQ CHK CHKP CHL CHMT CHOP CHRS CHRW CHS CHSI CHSP CHT CHTP CHTR CHU CHUX CHW CHY CI CIB CIE CIEN CIG CII CIK CINF CIS CISG CIT CIU CJES CKEC CKH CKP CKSW CL CLB CLC CLD CLF CLFC CLGX CLH CLI CLMS CLMT CLNE CLNY CLP CLR CLS CLUB CLW CLX CM CMA CMC CMCO CMCSA CMD CME CMED CMG CMI CMO CMP CMRG CMS CMTL CNA CNC CNH CNI CNK CNL CNMD CNO CNP CNQ CNQR CNS CNSL CNTF CNU CNW CNX CODE CODI COF COG COH COHR COL COLB COLM CONN COO COP COPX COR CORN COST COT COV COWN COY CP CPA CPB CPE CPF CPHD CPL CPLA CPLP CPN CPNO CPO CPRT CPT CPTS CPWM CPWR CPX CQB CQP CR CRAY CRBC CRBCD CRD-B CRDN CREE CRH CRI CRIC CRK CRL CRM CRME CRNT CROX CRR CRS CRUS CRZO CS CSA CSC CSCO CSE CSGP CSGS CSH CSII CSIQ CSJ CSL CSOD CSP CSQ CSR CSTR CSU CSX CTAS CTB CTCM CTCT CTE CTL CTRN CTRP CTS CTSH CTXS CU CUK CUT CUZ CV CVA CVBF CVC CVD CVE CVG CVGI CVH CVI CVLT CVO CVS CVX CVY CW CWB CWEI CWH CWST CWT CX CXDC CXO CXS CXW CY CYB CYBX CYD CYE CYH CYMI CYN CYOU CYS CYT CYTX CZZ D DAG DAKT DAL DAN DANG DAR DATE DB DBA DBB DBC DBD DBE DBLE DBO DBP DBS DBV DCA DCI DCIX DCM DCOM DCT DCTH DD DDD DDIC DDM DDR DDS DE DECK DEER DEI DELL DEM DENN DEO DEPO DEST DF DFG DFS DFT DG DGI DGII DGIT DGP DGS DGX DGZ DHF DHI DHR DHT DHX DIA DIG DIN DIOD DIS DISCA DISH DJP DK DKS DLB DLLR DLN DLR DLTR DLX DM DMAN DMD DMND DNB DNDN DNKN DNP DNR DO DOG DOLE DOV DOW DOX DPL DPM DPO DPS DPTRD DPZ DQ DRC DRE DRH DRI DRIV DRN DROOY DRQ DRV DRWI DSPG DST DSU DSW DSX DTE DTG DTLK DTO DTSI DTV DUF DUG DUK DUSA DV DVA DVN DVR DVY DWA DWX DX DXCM DXD DXJ DY DYN DZZ E EAD EAT EBAY EBIX EBR EBS EC ECA ECH ECHO ECL ECPG ECYT ED EDC EDD EDE EDMC EDR EDU EDZ EE EEFT EEM EEP EEV EFA EFII EFR EFT EFV EFX EFZ EGHT EGN EGO EGOV EGP EGY EHTH EIDO EIG EIM EIX EJ EL ELD ELGX ELMG ELN ELNK ELON ELOS ELP ELS ELT ELX ELY EM EMAN EMB EMC EME EMLC EMN EMR ENB END ENDP ENH ENI ENOC ENP ENR ENS ENSG ENTG ENTR ENV ENY ENZ ENZN EOC EOD EOG EOI EOS EP EPAY EPB EPD EPI EPIQ EPL EPOL EPP EPR EPU EPV EQIX EQR EQT EQY ERC ERF ERIC ERJ EROC ERT ERTS ERX ERY ES ESC ESE ESI ESIC ESIO ESL ESRX ESS ESV ETE ETFC ETG ETH ETJ ETM ETN ETP ETR ETV ETW ETY EUM EUO EV EVEP EVR EVT EVV EW EWA EWBC EWC EWD EWG EWH EWI EWJ EWK EWL EWM EWO EWP EWQ EWS EWT EWU EWW EWX EWY EWZ EXAM EXAR EXAS EXBD EXC EXEL EXG EXH EXK EXL EXLP EXP EXPD EXPE EXPR EXR EXXI EZA EZCH EZPW EZU F FAF FALC FARO FAS FAST FAX FAZ FBN FBNK FBP FBR FBT FCE-A FCF FCFS FCG FCH FCN FCS FCT FCX FDML FDN FDO FDP FDS FDX FE FEIC FELE FENG FEX FFBC FFC FFIN FFIV FFN FGP FHN FICO FIG FII FINL FIO FIRE FIS FISV FITB FIX FL FLEX FLIR FLO FLR FLS FLT FMBI FMC FMCN FMER FMS FMX FN FNB FNF FNFG FNGN FNSR FNX FO FOE FOR FORM FOSL FPO FR FRAN FRC FRED FRI FRM FRNK FRO FRP FRPT FRT FRX FSC FSIN FSL FSLR FSP FSR FSS FST FSYS FTE FTEK FTF FTI FTK FTLK FTNT FTO FTR FUL FULT FUN FUR FVD FVE FVL FWLT FWRD FXA FXC FXCM FXD FXE FXEN FXF FXG FXH FXI FXL FXN FXO FXP FXY FXZ G GA GAB GAIA GAME GAS GAZ GB GBCI GBX GCC GCI GCO GCOM GD GDI GDOT GDP GDV GDX GDXJ GE GEF GEL GEN GENE GEO GEOI GEOY GES GET GEVO GFA GFF GFI GFIG GG GGAL GGB GGC GGG GGN GGP GGS GHDX GHL GIB GIII GIL GILD GIM GIS GLAD GLBC GLBL GLD GLDD GLF GLL GLNG GLPW GLT GLUU GLW GM GMCR GME GMLP GMO GMT GNC GNCMA GNET GNK GNOM GNRC GNTX GNW GOL GOLD GOOG GORO GOV GPC GPI GPK GPL GPN GPOR GPRE GPRO GPS GR GRA GRB GRM GRMN GRS GRT GRU GS GSG GSIG GSIT GSK GSL GSM GST GSVC GT GTE GTI GTIV GTLS GTXI GTY GUR GVA GWR GWW GWX GXC GXG GXP GY H HA HAE HAIN HAL HALO HANS HAO HAR HAS HAYN HBAN HBC HBHC HBI HBIO HCA HCBK HCC HCF HCKT HCN HCP HCSG HD HDB HDY HE HEES HEI HEK HELE HERO HES HF HFC HGG HGR HGSI HGT HHC HHGP HHS HI HIBB HIG HIL HIO HIT HITK HITT HIW HIX HK HL HLF HLIT HLS HLX HMA HMC HME HMIN HMN HMPR HMSY HMY HNI HNP HNR HNT HNZ HOG HOGS HOLI HOLX HON HOS HOT HOTT HP HPP HPQ HPT HPY HR HRB HRBN HRC HRL HRS HS HSC HSFT HSIC HSII HSNI HSOL HSP HST HSTM HSY HT HTBK HTD HTGC HTH HTHT HTLD HTS HTWR HTZ HUB-B HUBG HUM HUN HURN HUSA HWAY HWD HXL HXM HYC HYG HYT HYV HZNP IACI IAG IART IAU IBB IBI IBKC IBKR IBM IBN IBOC ICA ICE ICF ICGE ICGN ICLK ICLR ICON ID IDA IDCC IDIX IDT IDTI IDV IDX IDXX IEF IEI IEO IEV IEX IEZ IFF IFN IFSIA IFT IGD IGE IGR IGT IGTE IGV IHF IHG IHS IILG IIVI IJH IJJ IJK IJR IJS IJT IL ILF ILMN IM IMAX IMGN IMMR IMMU IMN IMO IN INAP INCY INFA INFN INFY ING INHX ININ INN INP INSM INSP INSU INT INTC INTU INTX INWK IO IOC IOO IOSP IP IPAR IPCM IPG IPGP IPHI IPHS IPI IPSU IPXL IR IRBT IRC IRDM IRET IRF IRM IRWD ISBC ISCA ISIL ISIS ISLE ISRG ISS ISSI ISTA IT ITB ITC ITG ITMN ITRI ITT ITUB ITW IVC IVE IVN IVR IVV IVW IVZ IWB IWC IWD IWF IWM IWN IWO IWP IWR IWS IWV IXC IXYS IYE IYF IYH IYM IYR IYT IYW IYZ JACK JAG JAH JAKK JASO JAZZ JBHT JBL JBLU JBT JCI JCOM JCP JDAS JDSU JEC JEF JFR JJC JJG JKHY JKS JLL JNJ JNK JNPR JNS JNY JOBS JOE JOF JOSB JOYG JPC JPM JPS JPZ JQC JRCC JRN JSN JTP JVA JW-A JWN K KALU KAMN KAR KB KBE KBH KBR KBW KCAP KCG KCI KDN KEG KELYA KEM KEP KERX KEX KEY KEYN KEYW KFN KFRC KFT KFY KGC KH KID KIE KIM KIOR KIRK KITD KKD KKR KLAC KLIC KMB KMI KMP KMR KMT KMX KND KNL KNOL KNX KNXA KO KOG KOL KONG KOP KOPN KOS KR KRA KRC KRE KRG KRO KS KSS KSU KSWS KT KTOS KWK KYN L LAB LAD LAMR LAVA LAYN LAZ LBTYA LCAPA LCAV LCC LCI LCRY LDK LEA LEAP LECO LEDS LEG LEN LF LFC LFL LFUS LGCY LGF LGND LH LHCG LHO LIFE LII LINC LINE LINTA LIOX LIWA LIZ LKQX LL LLEN LLL LLNW LLTC LLY LM LMNX LMT LNC LNCE LNCR LNDC LNG LNKD LNN LNT LO LOGI LOGM LOOP LOPE LOW LPHI LPL LPLA LPNT LPR LPS LPSN LPX LQD LQDT LRCX LRN LRY LSCC LSE LSI LSTR LSTZA LTC LTD LTM LTXC LUFK LUK LULU LUV LVS LXK LXP LXU LYB LYV LZ LZB M MA MAA MAC MAKO MAN MANH MANT MAPP MAR MAS MASI MAT MATW MAXY MBB MBFI MBI MBLX MBND MBT MCD MCF MCGC MCHP MCHX MCK MCO MCP MCR MCRL MCRS MCY MD MDAS MDC MDCA MDCO MDF MDP MDR MDRX MDS MDSO MDT MDU MDVN MDY MEA MED MEDH MEI MELI MENT MEOH MERC MERU MET MF MFA MFB MFC MFN MG MGA MGIC MGLN MGM MHGC MHK MHLD MHP MHR MHS MHY MIC MIDD MIG MIM MIN MIND MINI MINT MIPS MITI MITK MJN MKC MKSI MKTG MKTX MLHR MLI MLM MLNK MLNX MMC MMI MMM MMP MMR MMS MMSI MMT MMYT MNR MNRO MNTA MO MOBI MOD MOG-A MOH MOLX MON MOO MOS MOTR MOV MPAA MPC MPEL MPW MPWR MR MRCY MRGE MRH MRK MRO MRVL MRX MS MSB MSCC MSCI MSFT MSG MSI MSM MSO MSPD MSSR MSTR MT MTB MTD MTH MTL MTN MTOR MTRN MTRX MTU MTW MTZ MU MUB MUR MVG MVV MW MWE MWJ MWV MWW MXIM MXL MXWL MY MYE MYGN MYI MYL MYRG MYY MZZ N NAK NANO NARA NAT NATI NAV NBIX NBL NBR NCI NCMI NCR NCS NCT NCV NCZ NDAQ NDN NDSN NDZ NE NEE NEM NEOG NETL NEWP NFG NFJ NFLX NFP NFX NG NGD NGG NGLS NGPC NHI NI NICE NIHD NILE NIO NJR NKA NKE NKTR NKY NLC NLSN NLY NM NMFC NMM NMR NNBR NNI NNN NOA NOAH NOC NOG NOK NOR NORW NOV NP NPBC NPM NPO NPSP NPTN NQ NR NRF NRG NRGY NRO NRP NS NSANY NSC NSIT NSM NSP NSR NST NSTC NSU NTAP NTCT NTES NTGR NTLS NTRI NTRS NTSP NTT NU NUAN NUE NUGT NUS NUV NUVA NVDA NVE NVLS NVMI NVO NVS NVTL NWBI NWE NWL NWN NWSA NWY NX NXG NXPI NXTM NXY NYB NYT NYX NZT O OAS OB OC OCLR OCN OCR OCZ ODFL OEF OEH OFC OFG OFIX OGE OHI OI OIH OII OIIM OIL OILT OIS OKE OKS OKSB OLN OMC OMCL OME OMER OMG OMI OMN OMPI OMX ONB ONCY ONE ONNN ONTY ONXX OPEN OPK OPLK OPNT OPTR ORA ORB ORBK ORCL ORI ORIT ORLY ORN OSG OSIS OSK OSTK OSUR OTEX OTIX OTTR OVTI OXM OXPS OXY OZM P PAA PAAS PAC PACB PACR PACW PAET PAG PAL PALL PANL PATH PAY PAYX PBCT PBH PBI PBJ PBR PBR-A PBS PBT PBW PBY PC PCAR PCG PCH PCL PCLN PCN PCP PCS PCX PCY PCYC PDC PDCO PDLI PDM PDP PDS PDT PEB PEET PEG PEGA PEI PENN PEP PERY PETD PETM PETS PEY PFCB PFE PFF PFG PFL PFN PFS PG PGF PGH PGI PGN PGNX PGR PGX PH PHB PHG PHH PHK PHM PHO PID PIE PII PIM PIN PIR PJC PJP PKD PKG PKI PKT PKX PKY PL PLAB PLCE PLCM PLD PLL PLOW PLT PLX PLXS PLXT PM PMC PMCS PML PMM PMT PMTC PNC PNCL PNFP PNK PNM PNNT PNR PNRA PNW PNY PODD POL POM POOL POR POT POWI POZN PPA PPC PPDI PPG PPH PPL PPO PPR PPS PPT PQ PRA PRE PRFT PRGO PRGS PRGX PRI PRIM PRMW PRO PRSP PRU PRX PRXL PSA PSB PSCH PSE PSEC PSMT PSO PSP PSQ PSS PSSI PST PSTB PSY PT PTEN PTIE PTNR PTP PTR PTRY PTY PUI PUK PULS PVA PVH PVI PVR PVTB PVX PWE PWER PWR PWRD PWV PX PXD PXH PXJ PXP PXSG PZA PZZA QCOM QCOR QDEL QEP QGEN QID QIHU QLD QLGC QLIK QLTI QLTY QNST QPSA QQQ QRM QSFT QSII QTEC QTWW QUAD R RA RADS RAH RAI RAS RATE RAX RBA RBC RBCN RBN RBS RBY RCI RCII RCKB RCL RCS RDC RDEA RDEN RDK RDS-B RDWR RDY RE RECN REDF REE REG REGN REM REMX REN RENN RES REV REXX RF RFG RFMD RGA RGC RGLD RGNC RGR RGS RHI RHT RIC RIG RIGL RIMM RIO RITT RJA RJET RJF RJI RJN RKH RKT RL RLD RLJ RLOC RMBS RMD RMTI RNOW RNP RNR ROC ROCK ROIC ROK ROL ROP ROSE ROST ROVI RP RPG RPM RPRX RPT RPTP RPXC RQI RRC RRD RRGB RRR RS RSG RSH RSO RSP RST RSTI RSX RSYS RT RTEC RTH RTI RTIX RTN RUE RURL RUTH RVBD RVM RVT RWM RWR RWT RWX RY RYAAY RYL RYN S SA SAAS SABA SAFM SAH SAI SAIA SAN SANM SAP SAPE SATS SAVE SB SBAC SBGI SBH SBNY SBRA SBS SBUX SCCO SCD SCG SCHA SCHB SCHE SCHF SCHL SCHN SCHW SCHX SCI SCLN SCMR SCO SCOK SCOR SCPB SCS SCSC SCSS SCZ SD SDIV SDOW SDRL SDS SDT SDY SE SEAC SEE SEED SEF SEH SEIC SEM SEMG SEP SF SFD SFE SFG SFI SFL SFLY SFN SFSF SFUN SFY SGEN SGI SGMO SGMS SGOL SGY SH SHAW SHFL SHLD SHLM SHM SHO SHOO SHOR SHPGY SHS SHV SHW SHY SI SIAL SID SIFY SIG SIGA SIGI SIGM SIL SIMG SIMO SINA SINO SIRO SIVB SIVR SIX SJI SJM SJR SJT SKF SKH SKM SKS SKT SKUL SKX SKYW SKYY SLAB SLB SLE SLF SLG SLGN SLH SLM SLRC SLT SLV SLW SLXP SM SMA SMBL SMCI SMFG SMG SMH SMN SMOD SMP SMRT SMSC SMTC SNA SNBC SNCR SNDA SNDK SNE SNH SNI SNMX SNN SNP SNPS SNTA SNX SNY SO SOA SODA SOHU SOLR SON SONC SONE SONO SORL SOXL SOXS SOXX SPAR SPB SPG SPH SPIL SPLS SPLV SPN SPNC SPPI SPR SPRD SPRT SPTN SPW SPWRA SPXU SPY SQI SQM SQNM SQNS SQQQ SRCL SRE SREV SRI SRLS SRS SRTY SRV SRZ SSD SSI SSL SSNC SSO SSP SSRI SSS SSW SSYS ST STAA STAG STBZ STD STE STEC STEI STEMD STI STJ STKL STLD STM STNG STO STON STP STPZ STR STRA STRI STSA STT STV STWD STX STZ SU SUG SUI SUN SUNH SUP SURG SUSQ SVM SVN SVNT SVU SWC SWFT SWI SWIR SWK SWKS SWM SWN SWS SWSH SWX SWY SXC SXCI SXT SYA SYK SYKE SYMC SYMM SYNA SYNT SYT SYY SZYM T TA TAL TAM TAN TAOM TAP TASR TBF TBI TBL TBT TC TCAP TCB TCBI TCK TCLP TCO TD TDC TDG TDS TDW TDY TE TEA TECD TECH TEF TEG TEI TEL TEN TEO TER TESO TEU TEVA TEX TFI TFM TFSL TFX TGA TGB TGH TGI TGP TGT THC THD THG THI THM THO THOR THR THRX THS TI TIBX TICC TIE TIF TIN TINY TIP TITN TIVO TJX TK TKC TKLC TKR TLAB TLEO TLK TLLP TLM TLT TLVT TM TMF TMH TMK TMO TMV TMX TNA TNAV TNB TNDM TNE TNGO TNK TNP TOL TOO TOT TPC TPCG TPLM TPX TQNT TQQQ TRAK TREX TRGL TRGP TRGT TRH TRI TRLG TRMB TRMK TRN TRNX TROW TRP TRS TRST TRV TRW TRX TS TSCO TSI TSL TSLA TSM TSN TSO TSRA TSS TSTC TSU TSYS TTC TTEC TTEK TTI TTM TTMI TTT TTWO TU TUES TUP TUR TV TVIX TVL TW TWC TWER TWGP TWI TWM TWO TWTC TWX TX TXI TXN TXRH TXT TYC TYH TYL TYP TYPE TZA TZOO UA UAL UAM UAN UBS UBSI UCBI UCO UCTT UDN UDR UDRL UEPS UFPI UFS UGA UGI UGL UGP UHS UIL UIS UL ULTA ULTI UMBF UMPQ UN UNFI UNG UNH UNIS UNM UNP UNS UNT UNTD UPI UPL UPRO UPS URA URBN URE URI URS URTY USA USAP USB USCI USEG USG USMO USNA USO USTR UTEK UTF UTHR UTIW UTR UTX UUP UVE UVV UWM UXG UYG UYM V VAL VALE VAR VB VBK VBR VC VCBI VCI VCLK VCSH VDE VDSI VE VEA VECO VELT VEU VFC VFH VGK VGM VGR VGT VHC VHS VHT VIA-B VICL VIG VIP VIT VITC VIV VIVO VIXY VLCCF VLO VLTR VLY VMC VMED VMI VMW VNDA VNET VNM VNO VNQ VNR VO VOC VOCS VOD VOLC VOO VOT VOXX VPFG VPHM VPL VPRT VQ VR VRA VRNT VRSK VRSN VRTX VRUS VRX VSAT VSEA VSH VSI VT VTA VTI VTR VTSS VTV VUG VV VVC VVR VVTV VVUS VWO VXF VXX VXZ VYM VZ WAB WABC WAC WAG WAIR WAL WAT WBC WBMD WBS WBSN WCC WCG WCN WCRX WDC WDR WEC WEN WERN WES WFC WFM WFR WFSL WFT WG WGL WGO WHR WHX WIFI WIN WINN WIP WIRE WIT WIW WL WLK WLL WLP WLT WM WMB WMG WMGI WMS WMT WNC WNR WOOF WOR WPI WPP WPRT WPZ WR WRB WRC WRE WRES WRI WRLD WSH WSM WSO WST WTFC WTI WTR WTS WTSLA WTW WU WWD WWE WWW WWWW WX WXS WY WYN WYNN X XBI XCO XEC XEL XES XG XHB XIDE XIV XL XLB XLE XLF XLI XLK XLNX XLP XLU XLV XLY XME XNPT XOM XOP XOXO XRA XRAY XRT XRTX XRX XTEX XTXI XUE XXIA XXV YCS YGE YHOO YNDX YOKU YONG YPF YSI YUM YZC Z ZAGG ZBRA ZINC ZION ZIOP ZIP ZIXI ZLC ZMH ZN ZOLL ZOLT ZQK ZRAN ZSL ZTR ZUMZ ZX

And if you would like another set, here it is:

A AA AAC AACC AADR AAN AAON AAP AAPL AAT AATI AAU AAV AAWW AAXJ AB ABAX ABB ABBC ABC ABCB ABCD ABCO ABCS ABD ABFS ABG ABH ABL ABM ABMD ABR ABT ABV ABVA ABVT ABX ACAS ACAT ACC ACCL ACE ACET ACFC ACFN ACG ACGL ACH ACHN ACI ACIW ACM ACN ACNB ACO ACOM ACOR ACRX ACTG ACTV ACU ACUR ACW ACWI ACWX ACXM ACY ADBE ADC ADEP ADES ADGF ADI ADK ADLR ADM ADP ADPI ADPT ADRA ADRD ADRE ADRU ADS ADSK ADTN ADUS ADVS ADX ADY ADZ AE AEA AEC AEE AEG AEGR AEIS AEL AEM AEO AEP AEPI AER AERL AES AET AETI AEY AF AFAM AFB AFCB AFCE AFFX AFFY AFG AFK AFL AFOP AFSI AG AGA AGCO AGD AGEM AGF AGG AGII AGL AGM AGN AGNC AGO AGP AGQ AGRG AGRO AGU AGX AGYS AGZ AH AHC AHCI AHGP AHL AHPI AHS AHT AI AIA AIG AIM AIMC AIN AINV AIP AIR AIRM AIRT AIT AIV AIXG AIZ AJG AKAM AKO-A AKO-B AKP AKR AKRX AKS AL ALB ALC ALCO ALD ALDA ALE ALEX ALG ALGN ALGT ALIM ALJ ALK ALKS ALL ALLB ALLT ALNC ALNY ALOG ALOT ALR ALSK ALT ALTE ALTR ALU ALUM ALV ALX ALXN AM AMAC AMAG AMAP AMAT AMBO AMBT AMCC AMCF AMCN AMCX AMD AME AMED AMG AMGN AMIC AMID AMJ AMKR AMLN AMLP AMN AMNB AMOT AMP AMPE AMR AMRB AMRC AMRI AMRN AMRS AMS AMSC AMSF AMSG AMSWA AMT AMTD AMWD AMX AMZN AN ANAD ANAT ANCB ANCX ANDE ANEN ANF ANGN ANGO ANH ANIK ANLY ANN ANNB ANR ANSS ANSW ANTH ANTP ANV ANW AOA AOD AOI AOK AOL AOM AON AONE AOR AOS AOSL AP APA APAC APAGF APB APC APD APEI APF APFC APH APKT APL APO APOG APOL APPYD APRI APSA APU APWC AQQ ARAY ARB ARBA ARC ARCC ARCI ARCL ARCO ARCW ARDNA ARE AREX ARG ARGN ARGT ARI ARIA ARII ARJ ARK ARKR ARLP ARMH ARO AROW ARQL ARR ARRS ARRY ARSD ART ARTC ARTNA ARTW ARUN ARW ARX ASA ASBC ASBI ASCA ASCMA ASEA ASEI ASFI ASG ASGN ASH ASI ASIA ASM ASMI ASML ASNA ASP ASPS ASR ASTE ASTM ASUR ASX ASYS AT ATAI ATAX ATE ATEA ATEC ATHN ATI ATK ATLO ATLS ATMI ATML ATNI ATNY ATO ATPG ATR ATRC ATRI ATRN ATRO ATSC ATSG ATU ATV ATVI ATW ATX AU AUBN AUDC AUMN AUO AUQ AUSE AUTC AUTH AUXL AUY AV AVA AVAV AVB AVCA AVD AVEO AVGO AVID AVK AVNR AVNW AVP AVT AVTR AVX AVY AWAY AWC AWF AWH AWI AWK AWP AWR AWRE AWX AXAS AXDI AXE AXEN AXFN AXHE AXID AXIT AXJL AXK AXL AXMT AXP AXR AXS AXSL AXTE AXTI AXU AXUT AYI AYN AYR AYT AZC AZK AZN AZO AZPN AZZ B BA BAA BAB BABS BABY BABZ BAC BAF BAGL BAH BAK BAL BALT BAM BAMM BANF BANR BAP BARI BARN BAS BAX BBBB BBBY BBD BBEP BBF BBG BBGI BBH BBK BBL BBNK BBOX BBRG BBSI BBT BBVA BBW BBY BC BCA BCBP BCDS BCE BCF BCH BCM BCO BCOM BCPC BCR BCRX BCS BCSB BCSI BCV BDC BDCO BDCS BDD BDE BDF BDG BDGE BDH BDJ BDL BDMS BDN BDSI BDT BDV BDX BEAT BEAV BEBE BEC BECN BEE BELFB BEN BERK BEXP BF-B BFED BFIN BFK BFO BFR BFS BFY BFZ BG BGC BGCP BGFV BGG BGMD BGR BGS BGT BGU BGY BGZ BH BHB BHD BHE BHI BHK BHLB BHO BHP BHV BHY BIB BICK BID BIDU BIE BIF BIG BIIB BIK BIL BIN BIO BIOC BIOS BIP BIRT BIS BITA BITS BIV BJ BJK BJRI BJZ BK BKBK BKCC BKD BKE BKEP BKF BKH BKI BKJ BKK BKLN BKMU BKN BKOR BKR BKS BKSC BKT BKU BKYF BLC BLE BLH BLJ BLK BLKB BLL BLNG BLT BLTI BLUD BLV BLW BLX BMA BMC BME BMI BMO BMR BMRC BMRN BMS BMTC BMTI BMY BNA BNCL BNCN BND BNHN BNHNA BNJ BNO BNS BNY BNZ BOBE BOCH BODY BOE BOFI BOH BOKF BOLT BOM BONA BONO BONT BOOM BOOT BORN BOS BOSC BOX BP BPAX BPFH BPI BPK BPL BPO BPOP BPP BPS BPT BPZ BQH BQR BQY BR BRAF BRAQ BRAZ BRC BRCD BRCM BRE BRF BRFS BRID BRIL BRIS BRK-A BRK-B BRKL BRKR BRKS BRLI BRN BRO BRP BRS BRT BRXX BRY BSBR BSC BSCB BSCC BSCD BSCE BSCF BSCG BSCH BSD BSDM BSE BSET BSFT BSI BSP BSQR BSRR BSTC BSV BSX BT BTA BTE BTF BTFG BTH BTI BTM BTN BTO BTU BTUI BTX BTZ BUD BUSE BVL BVN BVSN BVT BVX BWA BWC BWINB BWL-A BWLD BWP BWS BWV BWX BWZ BX BXDB BXDC BXG BXP BXS BXUB BXUC BYD BYI BYM BZ BZC BZF BZM BZQ C CA CAAS CAB CAC CACB CACC CACH CACI CADX CAE CAF CAFE CAG CAH CAJ CAKE CALD CALL CALM CALP CALX CAM CAMP CAMT CAP CAR CART CARZ CAS CASC CASH CASM CASS CAST CASY CAT CATM CATO CATY CAVM CAW CAZA CB CBAN CBB CBD CBE CBEY CBG CBI CBIN CBK CBKN CBL CBLI CBM CBMX CBND CBNJ CBNK CBOE CBOU CBPO CBR CBRL CBRX CBS CBSH CBST CBT CBU CBZ CCA CCBG CCC CCCL CCE CCF CCG CCH CCI CCIH CCIX CCJ CCK CCL CCM CCMP CCNE CCO CCOI CCRN CCRT CCSC CCU CCUR CCX CCXE CDCS CDE CDI CDNS CDR CDTI CDXS CDZI CE CEA CEBK CEC CECE CECO CEDC CEDU CEE CEF CEG CEL CELG CELL CENT CENX CEO CEP CEPH CERN CERP CERS CET CETV CEV CEVA CEW CF CFFC CFFI CFFN CFI CFK CFN CFNB CFNL CFP CFR CFSG CFT CFX CGA CGEN CGI CGL-A CGNX CGO CGV CGW CGX CH CHA CHC CHCO CHD CHDN CHDX CHE CHEF CHEV CHFC CHFN CHG CHH CHI CHIB CHIE CHII CHIM CHIQ CHIX CHK CHKE CHKM CHKP CHL CHMT CHN CHNG CHNR CHOC CHOP CHRM CHRS CHRW CHS CHSCP CHSI CHSP CHT CHTP CHTR CHU CHUX CHW CHXX CHY CHYR CI CIA CIB CIE CIEN CIF CIG CIGX CII CIK CIM CIMT CINF CIR CIS CISG CIT CITZ CIU CIX CIZN CJES CKEC CKH CKP CKSW CKX CL CLB CLBH CLC CLCT CLD CLDT CLDX CLF CLFC CLFD CLGX CLH CLI CLM CLMS CLMT CLNE CLNY CLP CLR CLRO CLS CLSN CLUB CLW CLX CLY CM CMA CMC CMCO CMCSA CMD CME CMED CMF CMFB CMFO CMG CMI CMK CMLP CMLS CMN CMO CMP CMRE CMRG CMS CMSB CMT CMTL CMU CNA CNAF CNBC CNBKA CNC CNDA CNH CNI CNK CNL CNLA CNMD CNO CNP CNPF CNQ CNQR CNS CNSL CNTF CNTR CNTY CNU CNVO CNW CNX CNY CNYD CO COBK COBR COBZ COCO CODE CODI COF COG COGO COH COHR COHU COKE COL COLB COLM COMV CONG CONM CONN COO COP COPX COR CORE CORN CORP CORT COST COT COV COW COWL COWN COWS COY CP CPA CPB CPBC CPBK CPC CPE CPF CPHC CPHD CPHI CPI CPIX CPK CPL CPLA CPLP CPN CPNO CPO CPRT CPSI CPT CPTS CPWM CPWR CPX CPY CQB CQP CQQQ CR CRAI CRAY CRBA CRBC CRBCD CRBI CRBQ CRD-B CRDC CRDN CRED CREE CRESY CRF CRFN CRH CRI CRIC CRIS CRK CRL CRM CRMB CRME CRMT CRNT CROX CRR CRRB CRRC CRS CRT CRTX CRU CRUD CRUS CRV CRVL CRWS CRY CRZO CS CSA CSBC CSBK CSC CSCD CSCO CSD CSE CSFL CSFS CSGP CSGS CSH CSII CSIQ CSJ CSKI CSL CSLS CSM CSMA CSMB CSOD CSP CSPI CSQ CSR CSS CSTR CSU CSV CSWC CSX CT CTAS CTB CTBC CTBI CTCH CTCM CTCT CTE CTEL CTFO CTGX CTHR CTIB CTL CTNN CTO CTP CTRN CTRP CTS CTSH CTWS CTXS CU CUB CUBA CUK CUO CUPM CURE CUT CUTR CUZ CV CVA CVBF CVC CVCO CVCY CVD CVE CVG CVGI CVGW CVH CVI CVLT CVLY CVO CVOL CVR CVRT CVS CVTI CVU CVV CVVT CVX CVY CW CWB CWBC CWCO CWEI CWH CWI CWST CWT CX CXA CXDC CXE CXH CXO CXPO CXS CXW CY CYAN CYB CYBE CYBX CYD CYE CYH CYMI CYN CYNO CYOU CYS CYT CYTX CZA CZFC CZNC CZWI CZZ D DAC DAG DAIO DAKT DAL DAN DANG DAR DARA DATE DAVE DB DBA DBB DBBR DBC DBCN DBD DBE DBEF DBEM DBJP DBLE DBO DBP DBS DBU DBV DCA DCI DCIX DCM DCNG DCO DCOM DCT DCTH DD DDD DDE DDF DDG DDIC DDM DDP DDR DDS DE DECK DEE DEER DEF DEG DEI DEL DELL DEM DENN DENT DEO DEP DEPO DES DEST DEW DEX DF DFE DFG DFJ DFR DFS DFT DFVL DFVS DFZ DG DGAS DGF DGI DGICB DGII DGIT DGL DGP DGS DGSE DGT DGX DGZ DHF DHFT DHG DHI DHIL DHR DHRM DHS DHT DHX DHY DIA DIG DIM DIN DIOD DIRT DIS DISCA DISH DIT DJCI DJCO DJP DK DKS DL DLA DLB DLBL DLBS DLGC DLLR DLN DLR DLS DLTR DLX DM DMAN DMD DMF DMLP DMND DMRC DNB DNBF DNDN DNKN DNL DNO DNP DNR DNY DO DOD DOG DOL DOLE DOM DON DOO DORM DOV DOVR DOW DOX DPD DPK DPL DPM DPO DPS DPTRD DPU DPZ DQ DRAD DRC DRCO DRE DRH DRI DRIV DRN DROOY DRQ DRR DRV DRW DRWI DRYS DSCI DSCO DSGX DSI DSM DSPG DSS DST DSTJ DSU DSW DSWL DSX DSXJ DTD DTE DTF DTG DTH DTLK DTN DTO DTSI DTUL DTUS DTV DTYL DTYS DUC DUCK DUF DUG DUK DUSA DV DVA DVAX DVF DVM DVN DVOX DVR DVY DW DWA DWCH DWM DWSN DWX DX DXCM DXD DXJ DXPE DXR DXYN DY DYN DYSL DYY DZK DZZ E EAD EAPS EAT EATX EBAY EBF EBIX EBMT EBND EBR EBS EBSB EBTC EBTX EC ECA ECBE ECF ECH ECHO ECL ECNS ECOL ECON ECPG ECT ECTE ECTY ECYT ED EDAC EDAP EDC EDD EDE EDGW EDIV EDMC EDN EDR EDS EDU EDUC EDV EDZ EE EEA EEB EEFT EEH EEI EEM EEN EEP EEQ EES EET EEV EF EFA EFC EFG EFII EFO EFR EFSC EFT EFU EFUT EFV EFX EFZ EGAS EGBN EGF EGHT EGI EGN EGO EGOV EGP EGPT EGX EGY EHI EHTH EIA EIDO EIG EIHI EIM EIO EIP EIRL EIS EIV EIX EJ EKH EL ELC ELD ELGX ELLI ELMD ELMG ELN ELNK ELON ELOS ELP ELR ELRC ELS ELSE ELT ELX ELY EM EMAN EMB EMC EMCF EMCI EMD EME EMF EMFN EMI EMIF EMITF EMJ EML EMLB EMLC EMM EMMT EMN EMR EMSA EMT ENB END ENDP ENG ENH ENI ENL ENOC ENP ENR ENS ENSG ENTG ENTN ENTR ENV ENX ENY ENZ ENZL ENZN EOC EOD EOG EOI EOS EP EPAX EPAY EPB EPD EPHC EPHE EPI EPIQ EPL EPM EPOC EPOL EPP EPR EPS EPU EPV EQIN EQIX EQL EQR EQS EQT EQU EQY ERC ERF ERH ERIC ERIE ERII ERJ ERO EROC ERT ERTS ERUS ERX ERY ES ESA ESBF ESBK ESC ESCA ESD ESE ESEA ESGR ESI ESIC ESIO ESL ESLT ESP ESR ESRX ESS ESSA ESSX ESTE ESV ESYS ETB ETE ETF ETFC ETG ETH ETJ ETM ETN ETO ETP ETR ETRM ETV ETW ETY EU EUFN EUM EUO EUSA EV EVBN EVBS EVEP EVF EVG EVJ EVM EVN EVO EVOL EVP EVR EVT EVV EVX EVY EW EWA EWBC EWC EWD EWEF EWEM EWG EWH EWI EWJ EWK EWL EWM EWN EWO EWP EWQ EWRI EWRM EWRS EWS EWT EWU EWV EWW EWX EWY EWZ EWZS EXAC EXAM EXAR EXAS EXBD EXC EXE EXEL EXFO EXG EXH EXI EXK EXL EXLP EXLS EXP EXPD EXPE EXPO EXPR EXR EXT EXTR EXXI EZA EZCH EZJ EZM EZPW EZU EZY F FAA FAB FACE FAD FAF FALC FAM FAN FARM FARO FAS FAST FAV FAX FAZ FBCP FBIZ FBM FBMI FBMS FBN FBNC FBNK FBP FBR FBRC FBSI FBSS FBT FC FCAL FCAP FCBC FCCO FCCY FCD FCE-A FCF FCFC FCFS FCG FCH FCHI FCL FCLF FCN FCNCA FCO FCQ FCS FCT FCTY FCVA FCX FCZA FDD FDEF FDI FDL FDM FDML FDN FDO FDP FDS FDV FDX FE FEFN FEG FEIC FEIM FELE FEN FENG FEO FEU FEX FEZ FF FFA FFBC FFBH FFC FFCH FFCO FFDF FFEX FFFD FFG FFHL FFIC FFIN FFIV FFKT FFN FFNM FFNW FFR FGB FGD FGEM FGF FGI FGP FHC FHCO FHI FHN FHO FHY FIBK FICO FIG FII FIL FINL FIO FIRE FIS FISI FISN FISV FITB FIVZ FIW FIX FIZZ FL FLAT FLC FLDM FLEX FLG FLIC FLIR FLL FLM FLML FLO FLOT FLOW FLR FLS FLT FLTR FLWS FLXS FLY FMBI FMC FMCN FMER FMFC FMK FMM FMN FMO FMS FMU FMX FMY FN FNB FNDT FNF FNFG FNGN FNI FNIO FNLC FNSR FNX FO FOC FOE FOF FOL FOLD FONE FOR FORD FORM FORR FORTY FOS FOSL FPIC FPO FPP FPT FPTB FPX FR FRA FRAN FRB FRC FRD FRED FRF FRI FRL FRM FRME FRN FRNK FRO FRP FRPT FRS FRT FRX FRZ FSA FSBC FSBI FSBK FSC FSCI FSE FSFG FSG FSI FSII FSIN FSL FSLR FSP FSR FSRV FSS FST FSTR FSU FSYS FT FTA FTC FTE FTEK FTF FTI FTK FTLK FTNT FTO FTQ FTR FTY FUBC FUD FUE FUI FUL FULL FULT FUN FUNC FUND FUQI FUR FURX FVD FVE FVI FVL FWDB FWDD FWDI FWLT FWRD FWV FXA FXB FXC FXCB FXCM FXD FXE FXEN FXF FXG FXH FXI FXL FXM FXN FXO FXP FXR FXS FXU FXY FXZ FYX G GA GAB GABC GAF GAGA GAI GAIA GAIN GAM GAME GAS GASL GASS GASX GASZ GAZ GB GBB GBCI GBDC GBF GBL GBLI GBX GCA GCAP GCBC GCC GCE GCF GCFB GCH GCI GCO GCOM GCV GD GDF GDI GDL GDOT GDP GDV GDX GDXJ GE GEDU GEF GEL GEN GENC GENE GENT GEO GEOI GEOY GERJ GERN GES GET GEVO GEX GF GFA GFED GFF GFI GFIG GFN GFY GG GGAL GGB GGC GGEM GGG GGN GGP GGS GGT GHDX GHI GHL GHM GIB GIFI GII GIII GIL GILD GILT GIM GIS GIVN GIY GKK GKNT GKSR GLAD GLBC GLBL GLBS GLBZ GLD GLDC GLDD GLDX GLF GLGL GLJ GLL GLNG GLOI GLP GLPW GLQ GLRE GLT GLTR GLU GLUU GLV GLW GM GMAN GMCR GME GMF GMK GML GMLP GMM GMO GMT GMXR GNAT GNC GNCMA GNET GNI GNK GNMK GNOM GNR GNRC GNTX GNVC GNW GOF GOK GOL GOLD GOLF GOOD GOOG GORO GOV GPC GPI GPIC GPK GPL GPM GPN GPOR GPRE GPRO GPS GPX GR GRA GRB GRC GRES GRF GRI GRID GRIF GRM GRMN GRN GRNB GROW GRPC GRR GRS GRT GRU GRV GRWN GRZ GS GSBC GSC GSG GSH GSIG GSIT GSJK GSK GSL GSM GSOL GSP GSS GST GSVC GSY GT GTAA GTE GTI GTIP GTIV GTLS GTS GTSI GTU GTXI GTY GUID GULF GUR GURE GUT GVA GVI GVT GWL GWO GWR GWW GWX GXC GXF GXG GXP GY GYRO H HA HAE HAIN HAL HALL HALO HANS HAO HAP HAR HARL HAS HAST HAV HAYN HBAN HBC HBCP HBHC HBI HBIO HBM HBNC HBNK HBOS HBP HCA HCBK HCC HCCI HCF HCII HCKT HCN HCOM HCP HCSG HD HDB HDG HDGE HDNG HDY HE HEDJ HEES HEI HEK HELE HEOP HEP HERO HES HEVY HF HFBC HFBL HFC HFFC HFWA HGEM HGG HGI HGIC HGR HGSI HGT HHC HHGP HHH HHS HHY HI HIBB HIF HIFS HIG HIH HIHO HIL HIO HIS HIT HITK HITT HIW HIX HK HKK HL HLF HLIT HLS HLX HLYS HMA HMC HME HMG HMH HMIN HMN HMNF HMPR HMSY HMY HNB HNH HNI HNP HNR HNRG HNSN HNT HNZ HOFT HOG HOGS HOLI HOLX HOMB HOME HON HOOK HOS HOT HOTT HP HPF HPI HPP HPQ HPS HPT HPY HQH HQL HR HRB HRBN HRC HRG HRL HRS HRT HRZN HS HSA HSC HSFT HSIC HSII HSKA HSM HSNI HSOL HSP HST HSTM HSWI HSY HT HTBK HTCH HTCO HTD HTGC HTH HTHT HTLD HTLF HTR HTS HTWR HTY HTZ HUB-B HUBG HUM HUN HURC HURN HUSA HUVL HVB HVT HW HWAY HWBK HWCC HWD HWG HWKN HXL HXM HYB HYC HYD HYF HYG HYGS HYLD HYMB HYS HYT HYV HZNP HZO IACI IAE IAF IAG IAH IAI IAK IART IAT IAU IBA IBB IBCA IBCP IBI IBIO IBKC IBKR IBM IBN IBND IBOC ICA ICB ICCC ICE ICF ICFI ICGE ICGN ICH ICI ICLK ICLN ICLR ICN ICON ICS ICUI ID IDA IDCC IDIX IDSA IDSY IDT IDTI IDU IDV IDX IDXX IEC IEF IEI IEO IEP IESC IEV IEX IEZ IF IFAS IFEU IFF IFGL IFN IFNA IFSIA IFSM IFT IGA IGD IGE IGF IGLD IGM IGN IGOV IGR IGT IGTE IGU IGV IHC IHE IHF IHG IHI IHS IIC IID IIF IIH IIIN IIJI IILG IIM IIN IIT IIVI IJH IJJ IJK IJR IJS IJT IKNX IL ILF ILMN IM IMAX IMC IMF IMGN IMH IMKTA IMMR IMMU IMN IMO IMOS IMRS IMS IMT IN INAP INB INCB INCY INDB INDL INDY INDZ INFA INFI INFN INFY ING INHX ININ INMD INN INOD INP INPH INR INSM INSP INSU INSW INT INTC INTG INTL INTT INTU INTX INWK INXI INXN INXX INY IO IOC IOIL IOO IOSP IOT IP IPAR IPCC IPCI IPCM IPD IPE IPF IPG IPGP IPHI IPHS IPI IPK IPN IPS IPSU IPU IPW IPXL IQC IQI IQM IQN IQT IR IRBT IRC IRDM IRET IRETP IRF IRIS IRIX IRL IRM IRR IRS IRV IRWD IRY ISBC ISCA ISH ISHG ISI ISIG ISIL ISIS ISL ISLE ISNS ISRG ISRL ISS ISSC ISSI IST ISTA IT ITA ITB ITC ITE ITF ITG ITIC ITIP ITM ITMN ITR ITRI ITRN ITT ITUB ITW IVAC IVC IVE IVN IVOG IVOO IVOV IVR IVV IVW IVZ IWB IWC IWD IWF IWL IWM IWN IWO IWP IWR IWS IWV IWW IWX IWY IWZ IX IXC IXG IXJ IXN IXP IXYS IYC IYE IYF IYG IYH IYJ IYK IYM IYR IYT IYW IYY IYZ JACK JADE JAG JAH JAKK JASO JAX JAXB JAZZ JBHT JBL JBLU JBSS JBT JCDA JCE JCI JCO JCOM JCP JCS JCTCF JDAS JDD JDSU JEC JEF JEM JEQ JFBC JFBI JFC JFP JFR JFT JGG JGV JHI JHP JHS JHX JJA JJC JJE JJG JJM JJN JJP JJS JJSF JJT JJU JKD JKE JKF JKG JKH JKHY JKI JKJ JKK JKL JKS JLA JLL JMP JNJ JNK JNPR JNS JNY JO JOBS JOE JOF JOSB JOUT JOYG JPC JPG JPM JPP JPS JPX JPZ JQC JRCC JRJC JRN JRO JRS JSC JSN JST JTA JTD JTP JVA JW-A JWN JXI JXSB JYF JYN K KAI KALU KAMN KAR KB KBALB KBE KBH KBR KBW KBWD KBWP KBWX KBWY KCAP KCE KCG KCI KCLI KCP KDN KED KEF KEG KELYA KEM KEP KEQU KERX KEX KEY KEYN KEYW KF KFFB KFFG KFN KFRC KFT KFY KGC KGN KH KHI KID KIE KIM KINS KIOR KIPS KIRK KITD KKD KKR KLAC KLD KLIC KMB KME KMGB KMI KMM KMP KMR KMT KMX KND KNDI KNL KNM KNOL KNSY KNX KNXA KO KOF KOG KOL KONA KONG KOP KOPN KOS KOSS KR KRA KRC KRE KRG KRNY KRO KROO KRS KRSL KRU KS KSM KSS KST KSU KSW KSWS KT KTCC KTEC KTF KTOS KUB KVHI KW KWK KWR KWT KXI KYE KYN KYO L LAB LABC LABL LACO LAD LAG LAKE LAMR LANC LAQ LARK LAS LATM LAVA LAWS LAYN LAZ LBAI LBCP LBF LBIX LBJ LBND LBTYA LBY LCAPA LCAV LCC LCI LCM LCRY LCUT LD LDF LDK LDL LDR LEA LEAP LECO LEDD LEDR LEDS LEG LEI LEN LEO LF LFC LFL LFUS LG LGCY LGEM LGF LGI LGL LGND LH LHB LHCG LHO LIFE LII LIME LINC LINE LINTA LION LIOX LIT LIVE LIWA LIZ LKFN LKQX LL LLEN LLL LLNW LLTC LLY LM LMAT LMIA LMLP LMNR LMNX LMT LNBB LNC LNCE LNCR LNDC LNET LNG LNKD LNN LNT LO LOCM LODE LOGI LOGM LOJN LONG LOOP LOPE LOR LORL LOV LOW LPHI LPL LPLA LPNT LPR LPS LPSB LPSN LPX LQD LQDT LRAD LRCX LRN LRY LSBI LSBK LSC LSCC LSE LSG LSI LSTK LSTR LSTZA LTBR LTC LTD LTL LTM LTPZ LTRE LTRX LTXC LUB LUFK LUK LULU LUV LUX LVB LVL LVS LWAY LWC LWPE LXK LXP LXU LYB LYTS LYV LZ LZB M MA MAA MAB MAC MAGS MAIL MAIN MAKO MALL MAN MANH MANT MAPP MAR MARPS MAS MASC MASI MAT MATH MATL MATR MATS MATW MAV MAXY MAY MAYS MBB MBFI MBG MBI MBLX MBND MBRG MBT MBVT MBWM MCA MCBC MCBI MCD MCF MCGC MCHP MCHX MCI MCK MCN MCO MCP MCR MCRI MCRL MCRO MCRS MCS MCY MD MDAS MDC MDCA MDCI MDCO MDD MDF MDH MDM MDP MDR MDRX MDS MDSO MDT MDTH MDU MDVN MDW MDY MDYG MDYV MEA MEAD MEAS MED MEDH MEDQ MEDW MEG MEI MELI MEMS MEN MENT MEOH MERC MERR MERU MES MET METR MEXS MF MFA MFB MFC MFD MFG MFI MFL MFLA MFLR MFLX MFM MFN MFNC MFRI MFSA MFSF MFT MFV MFW MG MGA MGAM MGC MGEE MGF MGI MGIC MGK MGLN MGM MGPI MGRC MGU MGV MGYR MHD MHE MHF MHGC MHH MHI MHK MHLD MHN MHO MHP MHR MHS MHY MIC MIDD MIG MILL MIM MIN MIND MINI MINT MIPS MITI MITK MITL MITSY MIW MIY MJI MJN MKC MKH MKL MKSI MKTAY MKTG MKTX MLAB MLHR MLI MLM MLN MLNK MLNX MLP MLPG MLPI MLPL MLPN MLPS MLPW MLPY MLR MLVF MMC MMI MMLP MMM MMP MMR MMS MMSI MMT MMU MMUS MMV MMYT MNA MNDO MNE MNEL MNKD MNOV MNP MNR MNRK MNRO MNTA MNTG MNTX MO MOBI MOCO MOD MOFG MOG-A MOH MOLX MON MOO MORN MOS MOSY MOV MPA MPAA MPAC MPB MPC MPEL MPG MPR MPV MPW MPWR MPX MQT MQY MR MRCY MRF MRGE MRH MRK MRLN MRO MRT MRTI MRTN MRVL MRX MS MSA MSB MSBF MSCC MSCI MSD MSEX MSF MSFG MSFT MSG MSI MSL MSM MSO MSON MSP MSPD MSSR MSTR MSW MSY MT MTB MTD MTG MTH MTK MTL MTN MTOR MTOX MTP MTR MTRN MTRX MTS MTSC MTU MTW MTX MTZ MU MUA MUAA MUAB MUAC MUAD MUAE MUAF MUB MUC MUE MUH MUI MUJ MUNI MUR MUS MUSA MVC MVF MVG MVO MVT MVV MW MWA MWE MWIV MWJ MWN MWV MWW MX MXA MXC MXE MXF MXI MXIM MXL MXN MXWL MY MYC MYD MYE MYF MYGN MYI MYJ MYL MYM MYN MYRG MYRX MYY MZA MZF MZZ N NAC NAD NAFC NAI NAII NAK NAL NAN NANO NARA NASB NASI NAT NATH NATI NATL NATR NAUH NAV NAVG NAZ NBBC NBH NBIX NBJ NBL NBO NBR NBTB NBTF NBW NC NCA NCBC NCI NCIT NCL NCMI NCO NCP NCR NCS NCT NCTY NCU NCV NCZ NDAQ NDN NDSN NDZ NE NEA NEBS NECB NEE NEM NEN NEOG NEOP NEP NETC NETL NEU NEWN NEWP NEWS NEXS NFBK NFC NFG NFJ NFLX NFM NFO NFP NFSB NFX NFZ NG NGB NGD NGG NGK NGL NGLS NGO NGPC NGS NGT NGX NGZ NHC NHI NHS NHTB NI NIB NICE NICK NIF NIHD NII NILE NIM NINI NIO NJ NJR NKA NKBP NKE NKG NKL NKO NKR NKSH NKTR NKX NKY NL NLC NLCI NLP NLR NLSN NLY NM NMA NMB NMFC NMI NMM NMO NMP NMR NMRX NMT NMY NMZ NNA NNB NNBR NNC NNF NNI NNJ NNN NNO NNP NNY NOA NOAH NOBH NOC NOG NOIZ NOK NOM NOR NORW NOV NOVB NP NPBC NPC NPD NPF NPG NPI NPK NPM NPO NPP NPSP NPT NPTN NPV NPX NPY NQ NQC NQI NQJ NQM NQN NQP NQS NQU NR NRB NRCI NRF NRG NRGY NRIM NRK NRO NRP NRT NS NSANY NSC NSEC NSH NSIT NSL NSM NSP NSR NSSC NST NSTC NSU NSYS NTAP NTC NTCT NTE NTES NTGR NTIC NTL NTLS NTRI NTRS NTSC NTSP NTT NTX NTZ NU NUAN NUC NUCL NUE NUGT NUJ NUM NUN NUO NUS NUTR NUV NUVA NVC NVDA NVE NVEC NVG NVJ NVLS NVMI NVN NVO NVR NVS NVSL NVTL NVX NVY NWBI NWE NWFL NWI NWK NWL NWLI NWN NWPX NWSA NWY NX NXC NXE NXG NXI NXJ NXK NXM NXN NXP NXPI NXQ NXR NXST NXTM NXY NXZ NY NYB NYC NYF NYH NYMT NYMX NYT NYX NZF NZH NZR NZT NZW NZX O OABC OAS OB OBAF OBCI OC OCFC OCLR OCN OCNF OCNFD OCR OCZ ODC ODFL ODP OEF OEH OESX OFC OFED OFG OFI OFIX OFLX OGE OGEM OGXI OHI OI OIA OIB OIC OIH OII OIIM OIL OILT OILZ OINK OIS OKE OKS OKSB OLBK OLEM OLN OLO OLP OMAB OMC OMCL OME OMER OMEX OMG OMI OMN OMPI OMX ONB ONCY ONE ONEF ONEQ ONFC ONG ONNN ONP ONTY ONVI ONXX OPEN OPK OPLK OPNT OPOF OPTR OPTT OPY ORA ORB ORBC ORBK ORBT ORCC ORCH ORCL ORI ORIT ORLY ORN ORRF ORS OSBK OSG OSHC OSIR OSIS OSK OSN OSTK OSUR OTEX OTIX OTP OTR OTT OTTR OUTD OVBC OVLY OVRL OVTI OWW OXBT OXF OXM OXPS OXY OYOG OZM OZRK P PAA PAAS PAC PACB PACQ PACR PACW PAET PAF PAG PAGG PAI PAL PALL PAM PANL PAO PAR PARL PATH PATR PAY PAYX PBCT PBD PBE PBH PBHC PBI PBIB PBIP PBJ PBM PBNY PBP PBR PBR-A PBS PBT PBTH PBW PBY PC PCA PCAR PCBC PCBK PCC PCCC PCEF PCF PCG PCH PCK PCL PCLN PCM PCN PCO PCP PCQ PCRX PCS PCTI PCX PCY PCYC PCYG PCYO PDC PDCO PDFS PDII PDLI PDM PDN PDO PDP PDS PDT PEB PEBK PEBO PEET PEG PEGA PEI PEJ PEK PENN PENX PEO PEOP PEP PERF PERY PETD PETM PETS PEY PEZ PFA PFBC PFBI PFBX PFCB PFD PFE PFED PFF PFG PFI PFIN PFL PFM PFN PFO PFS PFSW PG PGC PGD PGF PGH PGI PGJ PGM PGN PGNX PGP PGR PGX PH PHB PHC PHD PHF PHG PHH PHI PHII PHK PHM PHMD PHO PHT PHX PIA PIC PICB PICO PID PIE PII PIKE PIM PIN PIO PIP PIQ PIR PIV PIZ PJB PJC PJP PKB PKBK PKD PKE PKG PKI PKN PKO PKOH PKOL PKT PKW PKX PKY PL PLAB PLBC PLCE PLCM PLD PLFE PLK PLL PLND PLNR PLOW PLPC PLT PLTM PLUS PLW PLX PLXS PLXT PM PMA PMBC PMC PMCS PMD PMF PMFG PMIC PML PMM PMNA PMO PMR PMT PMTC PMTI PMX PNBC PNBK PNC PNCL PNF PNFP PNG PNI PNK PNM PNNT PNNW PNQI PNR PNRA PNRG PNTR PNW PNY PODD POL POM POOL POPE POR POT POWI POWL POWR POZN PPA PPBI PPC PPD PPDI PPG PPH PPL PPLT PPO PPR PPS PPT PQ PQY PQZ PRA PRAA PRB PRCP PRE PRF PRFT PRFZ PRGO PRGS PRGX PRI PRIM PRIS PRK PRLS PRMW PRN PRO PROJ PROV PRS PRSC PRSP PRTS PRU PRX PRXL PSA PSAU PSB PSBH PSCC PSCD PSCE PSCF PSCH PSCI PSCM PSCT PSCU PSDV PSE PSEC PSEM PSI PSJ PSK PSL PSMT PSO PSOF PSP PSQ PSR PSS PSSI PST PSTB PSTI PSTL PSTR PSUN PSW PSY PT PTEN PTF PTGI PTH PTI PTIE PTIX PTM PTNR PTO PTP PTR PTRY PTSI PTX PTY PUI PUK PULB PULS PUW PVA PVD PVH PVI PVR PVSA PVSW PVTB PVX PW PWB PWC PWE PWER PWND PWO PWOD PWR PWRD PWV PWX PWZ PX PXD PXE PXF PXH PXI PXJ PXLC PXLG PXLV PXLW PXMC PXMG PXMV PXN PXP PXQ PXR PXSC PXSG PXSV PYH PYN PYZ PZA PZC PZD PZE PZG PZI PZN PZT PZZA PZZI QABA QADA QAI QCCO QCLN QCOM QCOR QCRH QDEL QEP QEPC QGEM QGEN QID QIHU QLD QLGC QLIK QLTI QLTY QNST QPSA QQEW QQQ QQQX QQXT QRE QRM QSFT QSII QTEC QTWW QUAD QUIK R RA RADA RADS RAH RAI RAIL RALS RAND RAP RAS RATE RAVN RAX RBA RBC RBCAA RBCN RBL RBN RBNF RBS RBY RC RCD RCI RCII RCKB RCKY RCL RCMT RCS RDA RDC RDCM RDEA RDEN RDI RDK RDN RDNT RDS-B RDWR RDY RE RECN REDF REE REFR REG REGN REIS REK RELL REM REMX REN RENN RENT RES RETL RETS REV REW REX REXI REXX REZ RF RFA RFG RFI RFIL RFMD RFV RGA RGC RGCO RGDX RGEN RGI RGLD RGNC RGR RGS RHB RHI RHS RHT RIC RICK RIG RIGL RIMG RIMM RIO RIT RITT RIVR RJA RJET RJF RJI RJN RJZ RKH RKT RL RLD RLH RLI RLJ RLOC RLOG RLRN RMBS RMCF RMD RMT RMTI RNE RNET RNJ RNO RNOW RNP RNR RNST RNWK RNY ROC ROCK ROCM ROFO ROG ROI ROIC ROK ROL ROLA ROLL ROM ROMA ROOF ROP ROSA ROSE ROST ROVI ROYL RP RPG RPM RPRX RPT RPTP RPV RPX RPXC RQI RRC RRD RRF RRGB RRR RRST RRTS RS RSG RSH RSO RSOL RSP RST RSTI RSU RSUN RSW RSX RSXJ RSYS RT RTEC RTH RTI RTIX RTL RTLA RTLX RTM RTN RTR RTSA RUE RUK RURL RUSHB RUSL RUSS RUTH RVBD RVM RVR RVSB RVSN RVT RWG RWJ RWK RWL RWM RWO RWR RWT RWV RWW RWX RXD RXI RXL RY RYAAY RYE RYF RYH RYJ RYL RYN RYT RYU RZG RZV S SA SAA SAAS SAB SABA SAFM SAFT SAGG SAH SAI SAIA SAL SALM SAM SAN SANM SANW SAP SAPE SAR SARA SASR SATS SAVB SAVE SB SBAC SBB SBBX SBGI SBH SBI SBM SBND SBNY SBR SBRA SBS SBSAD SBSI SBUX SBV SBW SBX SCBT SCC SCCO SCD SCG SCHA SCHB SCHC SCHE SCHF SCHG SCHL SCHN SCHO SCHP SCHR SCHS SCHV SCHW SCHX SCHZ SCI SCIF SCIL SCIN SCJ SCKT SCL SCLN SCMP SCMR SCO SCOK SCOR SCPB SCR SCS SCSC SCSS SCVL SCX SCZ SD SDBT SDD SDIV SDK SDOW SDP SDRL SDS SDT SDY SE SEA SEAC SEB SED SEE SEED SEF SEH SEIC SEM SEMG SENEA SENEB SEP SERV SEV SF SFD SFE SFG SFI SFK SFL SFLA SFLY SFN SFNC SFSA SFSF SFST SFUN SFY SGA SGAR SGB SGC SGEN SGF SGG SGI SGK SGL SGMA SGMO SGMS SGNT SGOC SGOL SGS SGU SGY SH SHAW SHBI SHEN SHFL SHG SHI SHIP SHLD SHLM SHLO SHM SHO SHOO SHOR SHP SHPGY SHS SHV SHW SHY SHZ SI SIAL SICK SID SIF SIFI SIFY SIG SIGA SIGI SIGM SIJ SIL SILC SIM SIMG SIMO SINA SINO SIRO SIVB SIVR SIX SJF SJH SJI SJL SJM SJR SJT SJW SKBI SKF SKH SKK SKM SKOR SKS SKT SKUL SKX SKY SKYW SKYY SLA SLAB SLB SLE SLF SLG SLGN SLH SLI SLM SLP SLRC SLT SLTC SLV SLW SLX SLXP SLY SLYG SLYV SM SMA SMB SMBC SMBL SMCI SMDD SMED SMFG SMG SMH SMI SMIT SMK SMMF SMMU SMN SMOD SMP SMRT SMS SMSC SMTC SNA SNAK SNBC SNCR SNDA SNDK SNE SNF SNH SNHY SNI SNMX SNN SNP SNPS SNSTA SNTA SNTS SNX SNY SO SOA SOCB SODA SOFO SOHU SOIL SOL SOLR SOMH SON SONA SONC SONE SONO SONS SOQ SOR SORL SOXL SOXS SOXX SPA SPAN SPAR SPB SPBC SPCHB SPE SPF SPG SPGH SPH SPHB SPIL SPLS SPLV SPMD SPN SPNC SPNS SPP SPPI SPR SPRD SPRO SPRT SPSC SPTN SPU SPW SPWRA SPXU SPY SPYG SPYV SQI SQM SQNM SQNS SQQQ SR SRCE SRCL SRDX SRE SREV SRI SRLS SRS SRSL SRT SRTY SRV SRZ SSBI SSD SSE SSFN SSG SSI SSL SSN SSNC SSO SSP SSRI SSRX SSS SSW SSYS ST STAA STAG STAN STBA STBC STBZ STC STD STE STEC STEI STEL STEM STEMD STFC STI STIP STJ STKL STL STLD STLY STM STMP STN STND STNG STNR STO STON STP STPP STPZ STR STRA STRC STRI STRL STRN STRS STRT STS STSA STT STV STWD STX STZ SU SUB SUBK SUG SUI SUMR SUN SUNH SUNS SUP SUPG SUPX SURG SURW SUSQ SUSS SVA SVBI SVM SVN SVNT SVT SVU SWC SWFT SWH SWHC SWI SWIR SWK SWKS SWM SWN SWS SWSH SWTX SWX SWY SWZ SXC SXCI SXI SXL SXT SYA SYBT SYK SYKE SYMC SYMM SYMS SYNA SYNL SYNO SYNT SYPR SYRG SYSW SYT SYUT SYX SYY SZK SZO SZR SZYM T TA TAC TACT TAI TAL TAM TAN TAO TAOM TAP TASR TAST TATT TAXI TAYC TAYD TBAR TBBK TBF TBI TBL TBNK TBOW TBT TBX TBZ TC TCAP TCB TCBI TCBK TCCO TCHC TCI TCK TCL TCLP TCM TCO TCRD TD TDC TDD TDF TDG TDH TDN TDS TDV TDW TDX TDY TE TEA TECD TECH TECUA TEF TEG TEI TEL TEN TENZ TEO TER TESO TESS TEU TEVA TEX TF TFC TFCO TFI TFM TFSL TFX TG TGA TGAL TGB TGE TGEM TGH TGI TGP TGR TGS TGT THC THD THER THFF THG THI THM THO THOR THR THRD THRX THS THTI TI TI-A TIBB TIBX TICC TIE TIER TIF TIGR TIK TIN TINY TIP TIPZ TIS TISA TISI TITN TIVO TJX TK TKC TKF TKLC TKR TLAB TLB TLEO TLF TLH TLI TLK TLL TLLP TLM TLO TLP TLT TLVT TM TMF TMH TMK TMNG TMO TMP TMS TMV TMW TMX TNA TNAV TNB TNC TNDM TNE TNGO TNH TNK TNP TNS TOBC TOF TOFC TOK TOL TOO TOPS TORM TOT TOTS TOWN TOWR TPC TPCG TPGI TPL TPLM TPX TQNT TQQQ TR TRAK TRC TRCR TREE TREX TRF TRGL TRGP TRGT TRH TRI TRIB TRIT TRK TRLG TRMB TRMD TRMK TRMS TRN TRND TRNM TRNO TRNS TRNX TROW TRP TRR TRS TRST TRSY TRT TRV TRW TRX TS TSBK TSCO TSH TSI TSL TSLA TSM TSN TSO TSON TSPT TSRA TSRI TSRX TSS TST TSTC TSU TSXV TSYS TTC TTEC TTEK TTF TTGT TTH TTI TTM TTMI TTO TTT TTWO TU TUC TUES TUP TUR TUZ TV TVIX TVIZ TVL TW TWC TWER TWGP TWI TWIN TWM TWN TWO TWOL TWON TWOZ TWQ TWTC TWX TX TXCC TXI TXN TXRH TXT TY TYBS TYC TYD TYG TYH TYL TYN TYNS TYO TYP TYPE TYW TYY TZA TZD TZE TZG TZI TZL TZO TZOO TZV TZYM UA UACL UAG UAL UAM UAN UBA UBC UBCP UBFO UBG UBM UBN UBNK UBOH UBR UBS UBSH UBSI UBT UCBA UCBI UCC UCD UCI UCO UCTT UDN UDOW UDR UDRL UEC UEIC UEPS UFCS UFI UFPI UFPT UFS UG UGA UGE UGEM UGI UGL UGP UHAL UHN UHS UHT UIL UIS UJB UKF UKK UKW UL ULBI ULE ULTA ULTI ULTR UMBF UMDD UMH UMPQ UMX UN UNAM UNB UNF UNFI UNG UNH UNIS UNL UNM UNP UNS UNT UNTD UNTK UNTY UNXL UPG UPI UPL UPRO UPS UPV UPW URA URBN URE URI URR URS URTY URZ USA USAK USAP USB USBI USCI USCR USD USEG USG USHS USL USLM USM USMO USNA USO USPH UST USTR USU USV UTEK UTF UTG UTH UTHR UTI UTIW UTL UTMD UTR UTX UUP UUU UVE UVG UVSP UVT UVU UVV UWC UWM UXG UXI UXJ UYG UYM V VAL VALE VALU VAR VASC VAW VB VBF VBFC VBK VBR VC VCBI VCF VCI VCIT VCLK VCLT VCO VCR VCSH VCV VDC VDE VDSI VE VEA VECO VELT VEU VFC VFH VFL VG VGEM VGIT VGK VGLT VGM VGR VGSH VGT VGZ VHC VHI VHS VHT VIA-B VIAS VICL VICR VIDE VIFL VIG VII VIIX VIIZ VIM VIOG VIOO VIOV VIP VIRC VIS VISN VIST VIT VITC VIV VIVO VIXM VIXY VKI VKL VKQ VLCCF VLGEA VLO VLT VLTR VLY VMBS VMC VMED VMI VMM VMO VMV VMW VNDA VNET VNM VNO VNQ VNQI VNR VO VOC VOCS VOD VOE VOG VOLC VONE VONG VONV VOO VOOG VOOV VOQ VOT VOX VOXX VPF VPFG VPG VPHM VPL VPRT VPU VPV VQ VQT VR VRA VRD VRML VRNT VROM VRS VRSK VRSN VRTS VRTU VRTX VRUS VRX VSAT VSBN VSCI VSEA VSEC VSH VSI VSNT VSR VSS VT VTA VTHR VTI VTJ VTN VTNC VTR VTSS VTUS VTV VTWG VTWO VTWV VUG VV VVC VVI VVR VVTV VVUS VWO VXF VXUS VXX VXZ VYFC VYM VZ VZZB WAB WABC WAC WACLY WAG WAIR WAL WALK WASH WAT WAVX WAYN WBC WBCO WBK WBKC WBMD WBS WBSN WCAA WCAT WCBO WCC WCG WCN WCRX WD WDC WDFC WDR WDTI WEA WEC WEET WEN WERN WES WEYS WF WFC WFD WFM WFR WFSL WFT WFVK WG WGL WGO WHG WHR WHX WIA WIBC WIFI WILC WIN WINA WINN WIP WIRE WIT WITE WIW WL WLB WLBC WLDN WLFC WLK WLL WLP WLT WM WMAR WMB WMCO WMCR WMG WMGI WMH WMK WMS WMT WMW WNC WNI WNR WNS WOLF WOOD WOOF WOR WPC WPCS WPI WPO WPP WPPGY WPRT WPS WPZ WR WRB WRC WRE WREI WRES WRI WRLD WRLS WSB WSBC WSBF WSCI WSFS WSH WSM WSO WSR WST WSTE WSTG WSTL WTBA WTFC WTI WTM WTR WTS WTSLA WTW WU WVFC WVVI WWAY WWD WWE WWIN WWON WWVY WWW WWWW WX WXS WXSP WY WYN WYNN X XAA XBI XBKS XCO XEC XEL XES XG XGC XHB XHE XIDE XIN XIV XL XLB XLE XLF XLG XLI XLK XLNX XLP XLU XLV XLY XME XNPT XNY XOM XOP XOXO XPH XPL XPO XPP XRA XRAY XRIT XRM XRO XRS XRT XRTX XRU XRX XSD XTEX XTL XTN XTXI XUE XVIX XWES XXIA XXV Y YANG YAO YCL YCS YDNT YGE YHOO YINN YNDX YOKU YONG YORW YPF YSI YTEC YUM YXI YZC Z ZA ZAGG ZBRA ZEP ZEUS ZF ZGNX ZIGO ZINC ZION ZIOP ZIP ZIPR ZIV ZIXI ZLC ZMH ZN ZNH ZOLL ZOLT ZQK ZRAN ZROZ ZSL ZSTN ZTR ZUMZ ZX

Also, my strategies produced results when back tested on S&P 100, Wealthlab 100 as well as the previously mentioned Dow 30 and Nasdaq 100. But when I got up to Nasdaq which obviously began to contain a lot more stocks ( if that makes a difference,) I, once again, got the same error message. So far it seems that the larger data sets like the ones provided above which are the ones that I really need for my strategies seem to be giving me problems although I do not know if that issue made any difference because it might just have been because one or some stocks within those larger data sets that are creating problems.
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Eugene

#24
Joanna,

Uncheck "Benchmark Buy&Hold symbol" under Preferences, Backtest settings and rerun the simulation.
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joannakim

#25
Eugene, you are my hero!!!!!! The power of knowledge!!!

Why did checking that box create such a problem? I noticed that I had the box checked, and had "spy" as the symbol.
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Eugene

#26
Joanna,

Glad to help but this is intuition rather than knowledge. I suppose that we're going to add a new Benchmark B&H issue here. The feature is known to produce a different error message ("Object reference not set to an instance of an object") when specified benchmark symbol doesn't exist or has no data. However, this is different from what we knew because 1) SPY is present in your DataSet and 2) the error message is way different. We're going to investigate and report the potential bug to the Fidelity developers.
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joannakim

#27
Sounds good to me. I hope this could save others from having problems like I did! Thanks a million once again.
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Eugene

#28
And the culprit is:

Having a symbol (or symbols) in the DataSet with no data in the selected data range. Joannakim's data loading range was 2008. Take any "working" DataSet e.g. Dow 30 (where each symbol starts typically way before 2008), add a symbol that started trading in 2009 e.g. VXX, activate Benchmark B&H and voila - "Index out of range".
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joannakim

#29
Eugene, I had tried back testing on many time periods other than 2008 including the most recent days and months such as between 1/1/2011 and 8/7/2011, and I got the same error message. So I don't know whether your reasoning still would apply. What do you think?

And did you mean to say that since I had the Buy and Hold checked off with SPY as the symbol, any one of the symbol that underlies within SPY could have generated the error message if they were new since SPY is generated by a composite of many S& P stocks?
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Eugene

#30
I'm sure my reasoning applies but your first DataSet contains half a dozen of symbols with zero bars. Anyway, a bug is there and the Fidelity development team has the necessary information to work it out.
QUOTE:
And did you mean to say that since I had the Buy and Hold checked off with SPY as the symbol, any one of the symbol that underlies within SPY could have generated the error message if they were new since SPY is generated by a composite of many S& P stocks?

Of course not. To Wealth-Lab, SPY is just SPY - like AAPL, BRK.A or GC20_I0B. A ticker. It wasn't programmed to have the guts to know that's an "index" with "components".