Secret Name   So FAR   TOTAL     Demo   Q1 Q1 Q1 Q1 Q1 Q2 Q2 Q3 Q4 Q5     TEXT TEXT TEXT TEXT TEXT TEXT  
Project 5: Market Sim    Affter Late Turn-Ins Penalty Grade So Far  % RAW
Grade So Far		     Demo 1 Anaconda Install Demo 2 Plot 1 orders Plot 2 oders2 Plot 3 short orders analy  sis.py market sim py Q2a
Iterator 		 Q2b
# Times 		 Q3:
 #Pandas Frames		 Q4:
Cash Data Struct		 Q5: Lessons Learned Turn in Date Days Late Q2a
Iterator 		 Q2b
# Times 		 Q3:
#Pandas Frames		 Q4:
Cash Data Struct		 Q5: Lessons Learned Type of Iterator TA Comments
Mean                                     9/1/15                
Max   82   75     5 10 10 10 10 10 8 2 2 2 2 4 11/19/15 11/19/15              
11111   88 88 66     5 10 8 10 5 10 8 2 2 2 2 2 11/19/15 0 Dataframes Twice: Once to get a string of the symbols, and a second time  for the orders dataframe 10 Data frame Googled and learned everything dataframes  Submitted everything. His plot1 had a single peak and plot3 for $SPX was a flat line.Couldve mentioned what he learnt from google.
66666   96 96 72     5 10 10 10 10 10 8 1 2 2 2 2 11/19/15 0 Iterator Iterated over the orders once 2 Float for cash and dictionary for stocks Understood how the market works and how to calculate the portfolio value no answer Answers not clear, did not mentioned the kind of iterator used and has used only 2 frames.Havent interated over more than once and the answer for 5th question was just a single line.
Ballerville   100 100 75     5 10 10 10 10 10 8 2 2 2 2 4 11/19/15 0 Loop Five 2 Frame I learned the usefulness of matplotlib and handling the csv files. for  loop Submitted everything and  answered well.
Boa Hancock   7 7 5     5 0 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
Canvas     0 0                                              
Chad Masterson   80 80 60     5 10 5 5 5 10 8 2 2 2 2 4 11/19/15 0 Python datetime objects to iterate over the dates  Each order was only parsed once
orders object was accessed many times		 3 Used simple integer to store I learned about lots of python build tools and libraries, including NumPy, Pandas, and Anaconda
and about the stock market and portfolio calculations.		 python datetime objects
and the iterrows()		 Submitted everything but the graphs only  has portfolio plottings (possible b/c   iterated only once each and frames used are also lessÉ)
Elon Musk   100 100 75     5 10 10 10 10 10 8 2 2 2 2 4 11/19/15 0 Used frames  Once for orders but multiple times for each frame 5 Frames Python and Panda's syntax and functionality, specifically Python comprehensions dataframes and .itertuples() iterator Great
Farber   87 87 65     5 10 0 10 10 10 8 2 2 2 2 4 11/19/15 0 Loop Multiple 6 Data frame Learned how to code in pythom amd its syntaxes.  for loop His first screen shot for "orders" probably had errors in code.  Submitted everything.
Flash   7 7 5     5 0 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
Ghast   7 7 5     5 0 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
HackStreetBoy   55 55 41     5 8 0 0 0 10 8 2 0 2 2 4 11/19/15 0 Frame No answer 3 Data frame Hated pandas and the project.  Spent  lots of time trying to understand and work with Pandas, and not the actual project logic. panda dataframe Havent submitted any screen shots and havent answered 2b. Seems to be frustrated. 
House   20 20 15     5 10 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
Irtaza   70 84 63     5 10 10 10 10 0 8 2 0 2 2 4 11/29/15 10 Iterator No answer 4 Frames Learned about pandas which helped  in understanding organization of data efficiently in python iterrows method Havent submitted the "analysis.py" file as well as didnŐt asnwer for the number of iterations done.Could've answered the 5th question better
Jebediah Kerman     0 0                                              
Kanye West   70 84 63     5 0 10 10 10 10 8 2 2 2 2 2 12/1/15 12 Loop Zero   Frames Learned about the use of data frames for loop Couldve answered the last question better. Since 2b was a yes/no question didnŐt cut marks. Submitted everything.
Kelso   0 0 0     0 0 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
Mr. Meeseeks   67 67 50     5 0 5 5 5 10 8 2 2 2 2 4 11/19/15 0 Loop Once 6 Column in dataframe Learned both pandas and the stock market basics of short selling the dark pool, the Sharpe ratio, and other market related terminology and quite a bit about manipulating data with python. dataframe Submitted everything but his plots were very different and no plottings of $SPX.
Mr. Robot   68 68 51     5 6 0 0 10 10 8 2 2 2 2 4 11/19/15 0 Iterator Computation one: several times. Computation two: once 7 Series Learned useful tools like pandas and numpy and learned about carefull selection of data frames. function read_csv Has mentioned that he submitted 3 snapshots in his report but only one is there. Submitted everything.
MrGrokas     0 0       0 0 0 0 0 0 0 0 0 0 0                  
Pablo Escobar   97 97 73     5 10 8 10 10 10 8 2 2 2 2 4 11/19/15 0 Loop Iterated once for each orders data frame and for changes in the frame 5 Frame with array Learned  about using panda  frames and  it helped to organize stock data for loop Submitted everything but his "orders" graph has a single peak instead of 2 peaks
PeekUhChoo   84 84 63     5 10 10 10 0 10 8 2 2 0 2 4 11/19/15 0 Loop Multiple Several List Learning a new section of a language is as hard as learning a new language, and using someone elseŐs pre-existing code is the biggest headache  for loop Submitted everything but his plot3 is not correct.
Shinji Ikari   7 7 5     5 0 0 0 0 0 0 0 0 0 0 0 0 0 - - - - - - No Submission
student   21 31 23     5 0 0 0 0 10 8 0 0 0 0 0 11/20/15 1 - - - - - - Havent submitted the graph plots as well as havent answered the questions
Topkek     0 0                                              
truboi   87 87 65     5 0 10 10 10 10 8 2 2 2 2 4 11/19/15 0 Iterator Iterated over the orders twice, once to determine all the companies and once to read in the orders. 4 List Learned a lot about the evaluation of stocks while working on the stocks data. CSV reader Submitted everything and thoughtful answers.
Waka Flocka Flame     0 0