Add application file

app.py

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+import os
+import codecs
+import random
+import nltk
+from nltk import NaiveBayesClassifier, classify, word_tokenize
+from nltk import Text
+import gradio as gr
+
+nltk.download("punkt")
+
+
+def read_in(folder):
+    file_list = os.listdir(folder)
+    content_list = []
+    for doc in file_list:
+        if not doc.startswith("."):
+            doc_read = codecs.open(folder + doc, mode="r", encoding="ISO-8859-1", errors="ignore")
+            content_list.append(doc_read.read())
+            doc_read.close()
+    return content_list
+
+
+ham_list = read_in("ham/")
+spam_list = read_in("spam/")
+
+all_emails = [(email, "ham") for email in ham_list]
+all_emails += [(email, "spam") for email in spam_list]
+random.seed(42)
+random.shuffle(all_emails)
+
+
+def get_features(content):
+    word_list = word_tokenize(content.lower())
+    features = {}
+    for word in word_list:
+        features[word] = True
+    return features
+
+
+all_features = [(get_features(email), label) for (email, label) in all_emails]
+
+
+def train(content, proportion):
+    sample_size = int(len(content) * proportion)
+    train_set = all_features[:sample_size]
+    test_set = all_features[sample_size:]
+
+    classifier = NaiveBayesClassifier.train(train_set)
+
+    return train_set, test_set, classifier
+
+
+train_set, test_set, classifier = train(all_features, .80)
+
+
+def evaluate(train_set, test_set, classifier):
+    print(f"Accuracy for train set: {classify.accuracy(classifier, train_set)}")
+    print(f"Accuracy for test set: {classify.accuracy(classifier, test_set)}")
+
+    NaiveBayesClassifier.show_most_informative_features(classifier)
+
+
+# evaluate(train_set, test_set, classifier)
+
+
+def concordance(data_list, search_word):
+    for data in data_list:
+        word_list = word_tokenize(data.lower())
+        text_list = Text(word_list)
+        if search_word in text_list:
+            text_list.concordance(search_word)
+
+
+# print(f"stock in HAM")
+# concordance(ham_list, "stock")
+# print(f"stock in SPAM")
+# concordance(spam_list, "stock")
+
+
+# test_spam_list = ["Participate in our new lottery!", "Try out this new medicine"]
+# test_ham_list = ["See the minutes from the last meeting attached",
+#                  "Investors are coming to our office on Monday"]
+#
+# test_all_emails = [(email, "spam") for email in test_spam_list]
+# test_all_emails += [(email, "ham") for email in test_ham_list]
+#
+# set_test_email = [(get_features(email), label) for (email, label) in test_all_emails]
+#
+# evaluate(train_set, test_set, classifier)
+
+
+def filter_email(email):
+    return classifier.classify(get_features(email))
+
+
+with gr.Blocks() as demo:
+    gr.Markdown("""
+    # Spam filter
+    This spam filter will help you to know if your mail is a real one (ham) or spam.
+    """)
+    inp = gr.TextArea(max_lines=20, placeholder="Enter email to classify", label="Input")
+    out = gr.Label()
+    inp.change(fn=filter_email, inputs=inp, outputs=out)
+    gr.Examples(["Participate in our new lottery!", "Try out this new medicine"],
+                inp,
+                label="SPAM examples")
+    gr.Examples(["See the minutes from the last meeting attached", "Investors are coming to our office on Monday"],
+                inp,
+                label="HAM examples")
+
+
+demo.launch()

ham/0001.1999-12-10.kaminski.ham.txt

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+Subject: re : rankings
+thank you .

ham/0003.1999-12-10.kaminski.ham.txt

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+Subject: re : visit to enron
+vince ,
+dec . 29 at 9 : 00 will be fine . i have talked to shirley and have
+directions .
+thanks , bob
+vince j kaminski wrote :
+> bob ,
+>
+> can you come to our office on dec 29 at 9 : 00 a . m . ?
+>
+> please , call shirley crenshaw ( 3 - 5290 ) or stinson gibner ( 3 - 4748 )
+> from the reception to be admitted to the building .
+>
+> vince kaminski

ham/0004.1999-12-10.kaminski.ham.txt

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+Subject: research group move to the 19 th floor
+hello all :
+in case any of you feel energetic , " the boxes are here " . they are located
+at 2963 b ( michael sergeev ' s old desk ) . feel free to take as many as
+you will need . be sure to label everything with your new office location .
+if your file cabinets lock , you can just label them and lock them .
+again , listed below is your new office location :
+stinson gibner eb 1936
+joseph hrgovcic eb 1947
+paulo issler eb 1935
+vince kaminski eb 1933
+krishna krishnarao eb 1938
+martin lin eb 1930 e
+grant masson eb 1941
+kevin moore eb 1944
+maureen raymond eb 1928
+mike roberts eb 1945
+vasant shanbhogue eb 1949
+vincent tang eb 1934
+ravi thuraisingham eb 1932
+zimin lu eb 1942
+if you have any questions , or need any assistance , please contact me , kevin ,
+or sam .
+thanks and have a great day !
+shirley
+3 - 5290

ham/0005.1999-12-12.kaminski.ham.txt

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+Subject: christmas baskets
+the christmas baskets have been ordered .
+we have ordered several baskets .
+individual earth - sat freeze - notis
+smith barney group baskets
+rodney keys matt rodgers charlie
+notis jon davis move
+team
+phillip randle chris hyde
+harvey
+freese
+faclities
+iain russell darren
+prager
+telephone services
+mary
+martinez
+( robert knights dept . )
+trina
+williams
+daniel hornbuckle
+todd butler
+pamela ford
+ozarka -
+maryam golnaraghi
+special baskets
+greg whalley
+richard weeks
+any questions please contact kevin moore
+other request contact kevin moore
+price information contact kevin moore
+please also if you need any assistance with your christmas cards let me know .
+thanks kevin moore

ham/0006.1999-12-13.kaminski.ham.txt

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+Subject: japan candidate
+vince ,
+i spoke with whalley at the sa offsite and he mentioned that had ( or knew of )
+a person that could bring some talent to the evaluation of an enron merchant
+business in japan . i am in sydney today , but will be in tokyo next week . i
+would like to speak more about this . what time might you be available ? my
+japan mobile number is 81 90 4073 6761 .
+regards ,
+joe

ham/0007.1999-12-13.kaminski.ham.txt

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+Subject: christmas break
+fyi
+- - - - - - - - - - - - - - - - - - - - - - forwarded by shirley crenshaw / hou / ect on 12 / 14 / 99
+07 : 51 am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+" van t . ngo " on 12 / 04 / 99 11 : 17 : 01 am
+to : vince j kaminski / hou / ect @ ect
+cc : shirley crenshaw / hou / ect @ ect
+subject : christmas break
+dear vince ,
+as the holidays approach , i am excited by my coming break from classes
+but also about the opportunity to see everyone at enron again and to
+work with you and them soon . i am writing to let you know that i would
+be very happy to work at enron over my break and i would like to plan
+out a schedule .
+my semester officially ends dec . 20 th but i may be out of town the week
+before christmas . i will be available the following three weeks , from
+monday , dec . 27 to friday , jan . 14 . please let me know if during those
+three weeks , you would like me to work and for what dates you would need
+the most help so that we can arrange a schedule that would be most
+helpful to you and so that i can contact andrea at prostaff soon .
+please let me know if you have any concerns or questions about a
+possible work schedule for me .
+give my regards to everyone at the office and wishes for a very happy
+holiday season ! i look forward to seeing you soon .
+sincerely ,
+van ngo
+ph : 713 - 630 - 8038
+- attl . htm

ham/0009.1999-12-13.kaminski.ham.txt

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+Subject: christmas - near
+good morning all . we apologize that we are not going to be able to have
+our holiday party before the first of the year . we wanted to use the scout
+house in west university like we did last year and it was not available .
+vince suggested that with the move and a lot of people taking vacation that
+we wait until after the first of the year . this way you can take advantage
+of
+" after christmas sales " for your gift !
+just remember whose name you have and we will schedule an " offsite "
+after the first of the year .
+thanks !
+shirley
+- - - - - - - - - - - - - - - - - - - - - - forwarded by shirley crenshaw / hou / ect on 12 / 13 / 99
+09 : 23 am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 13 / 99 08 : 58 am
+to : vince j kaminski / hou / ect @ ect , stinson gibner / hou / ect @ ect , grant
+masson / hou / ect @ ect , vasant shanbhogue / hou / ect @ ect , maureen
+raymond / hou / ect @ ect , pinnamaneni krishnarao / hou / ect @ ect , zimin
+lu / hou / ect @ ect , mike a roberts / hou / ect @ ect , samer takriti / hou / azurix @ azurix ,
+amitava dhar / corp / enron @ enron , joseph hrgovcic / hou / ect @ ect , alex
+huang / corp / enron @ enron , kevin kindall / corp / enron @ enron , osman
+sezgen / hou / ees @ ees , tanya tamarchenko / hou / ect @ ect , vincent tang / hou / ect @ ect ,
+ravi thuraisingham / hou / ect @ ect , paulo issler / hou / ect @ ect , martin
+lin / hou / ect @ ect , ross prevatt / hou / ect @ ect , michael sergeev / hou / ect @ ect ,
+patricia tlapek / hou / ect @ ect , roman zadorozhny / hou / ect @ ect , martina
+angelova / hou / ect @ ect , jason sokolov / hou / ect @ ect , shirley crenshaw / hou / ect @ ect
+cc :
+subject : christmas - near
+hello everyone ,
+the pulling of names are completed .
+shirley will inform you as to when we will make exchanges .
+thanks
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 13 / 99 08 : 50
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 10 / 99 08 : 28 am
+to : vince j kaminski / hou / ect @ ect , stinson gibner / hou / ect @ ect , grant
+masson / hou / ect @ ect , vasant shanbhogue / hou / ect @ ect , maureen
+raymond / hou / ect @ ect , pinnamaneni krishnarao / hou / ect @ ect , zimin
+lu / hou / ect @ ect , mike a roberts / hou / ect @ ect , samer takriti / hou / azurix @ azurix ,
+amitava dhar / corp / enron @ enron , joseph hrgovcic / hou / ect @ ect , alex
+huang / corp / enron @ enron , kevin kindall / corp / enron @ enron , osman
+sezgen / hou / ees @ ees , tanya tamarchenko / hou / ect @ ect , vincent tang / hou / ect @ ect ,
+ravi thuraisingham / hou / ect @ ect , paulo issler / hou / ect @ ect , martin
+lin / hou / ect @ ect , ross prevatt / hou / ect @ ect , michael sergeev / hou / ect @ ect ,
+patricia tlapek / hou / ect @ ect , roman zadorozhny / hou / ect @ ect , martina
+angelova / hou / ect @ ect , jason sokolov / hou / ect @ ect , shirley crenshaw / hou / ect @ ect
+cc :
+subject : christmas - near
+goodmorning ,
+things went well on yesterday with names being pulled .
+here is a list of people who have to pull a name .
+stinson gibner
+samer takriti
+ravi thuraisingham
+martin lin
+alexios kollaros
+shirley crenshaw
+let ' s celebrate at work with each other making the last christmas in 1999 -
+great !
+reminder : if you feel you will be unable to attend the exchanging of the
+gifts , please do not let that
+stop you from participating .
+each persons name has been entered ; can you guess who has your name ?
+we have a gift for you . so if you can not attend for any reason please know
+that
+you are included and your gift will be here when you return .
+wishing all a merry christmas ,
+and a good kick - off to happy holidays .
+thanks
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 10 / 99 06 : 40
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 08 / 99 07 : 47 am
+to : vince j kaminski / hou / ect @ ect , stinson gibner / hou / ect @ ect , grant
+masson / hou / ect @ ect , vasant shanbhogue / hou / ect @ ect , maureen
+raymond / hou / ect @ ect , pinnamaneni krishnarao / hou / ect @ ect , zimin
+lu / hou / ect @ ect , mike a roberts / hou / ect @ ect , samer takriti / hou / azurix @ azurix ,
+amitava dhar / corp / enron @ enron , joseph hrgovcic / hou / ect @ ect , alex
+huang / corp / enron @ enron , kevin kindall / corp / enron @ enron , osman
+sezgen / hou / ees @ ees , tanya tamarchenko / hou / ect @ ect , vincent tang / hou / ect @ ect ,
+ravi thuraisingham / hou / ect @ ect , paulo issler / hou / ect @ ect , martin
+lin / hou / ect @ ect , ross prevatt / hou / ect @ ect , michael sergeev / hou / ect @ ect ,
+patricia tlapek / hou / ect @ ect , roman zadorozhny / hou / ect @ ect , martina
+angelova / hou / ect @ ect , jason sokolov / hou / ect @ ect , shirley crenshaw / hou / ect @ ect
+cc :
+subject : christmas drawing - near
+ho ! ho ! ho ! merry christmas ,
+on thursday we will pull names .
+once again , this is so we may share
+in the christmas spirit and show our appreciation
+for one another .
+we will then join and exchange gifts on a later date . . . . .
+stay tuned . . . . . . . . . . . . . . . . . .
+if for some chance you will not be present on thursday ,
+feel free to stop by my desk and pull your name today .
+eb 3130 a x 34710
+join in the fun
+and remember ,
+keep it
+simple
+thanks
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 08 / 99 06 : 55
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 07 / 99 09 : 40 am
+to : vince j kaminski / hou / ect @ ect , stinson gibner / hou / ect @ ect , grant
+masson / hou / ect @ ect , vasant shanbhogue / hou / ect @ ect , maureen
+raymond / hou / ect @ ect , pinnamaneni krishnarao / hou / ect @ ect , zimin
+lu / hou / ect @ ect , mike a roberts / hou / ect @ ect , samer takriti / hou / azurix @ azurix ,
+amitava dhar / corp / enron @ enron , joseph hrgovcic / hou / ect @ ect , alex
+huang / corp / enron @ enron , kevin kindall / corp / enron @ enron , osman
+sezgen / hou / ees @ ees , tanya tamarchenko / hou / ect @ ect , vincent tang / hou / ect @ ect ,
+ravi thuraisingham / hou / ect @ ect , paulo issler / hou / ect @ ect , martin
+lin / hou / ect @ ect , ross prevatt / hou / ect @ ect , michael sergeev / hou / ect @ ect ,
+patricia tlapek / hou / ect @ ect , roman zadorozhny / hou / ect @ ect , martina
+angelova / hou / ect @ ect , jason sokolov / hou / ect @ ect , shirley crenshaw / hou / ect @ ect
+cc :
+subject : christmas drawing - near
+hello everyone ,
+we would like for christmas this year that the research group pull names ,
+as a way of sharing in the spirit of christmas , and as appreciation for one
+another .
+we want to keep it simple so the gift should be less than twenty - dollars .
+please everyone participate , your name is already entered .
+i will return with more info . later . . . . . . . . . . .
+thanks
+kevin moore
+let ' s have a wonderful christmas at work .

ham/0010.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,7 @@
+Subject: stentofon
+goodmorning liz ,
+we are in need of another stentofon for trisha tlapek .
+she works very closely with the traders and it is important
+for quick communication .
+thanks
+kevin moore

ham/0012.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,34 @@
+Subject: re : new color printer
+monday will be perfect !
+location - ebl 944 b
+r . c . 0011
+co . # 100038
+thanks
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 10 : 44
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+enron technology
+from : lyn malina 12 / 14 / 99 09 : 22 am
+to : kevin g moore / hou / ect @ ect
+cc :
+subject : re : new color printer
+i will order today for delivery on monday , unless you need faster delivery .
+please advise co / rd to charge against .
+thanks
+lyn
+kevin g moore
+12 / 14 / 99 09 : 21 am
+to : lyn malina / hou / ect @ ect
+cc :
+subject : re : new color printer
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 09 : 17
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 14 / 99 08 : 13 am
+to : vince j kaminski / hou / ect @ ect , mike a roberts / hou / ect @ ect
+cc :
+subject : re : new color printer
+yes ! right away , please
+also let me know the e . t . a .
+thanks , lyn
+kevin moore

ham/0013.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,38 @@
+Subject: re : new color printer
+this is the color printer that is being ordered .
+here is the info . that i needed .
+thanks
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 08 : 19
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+enron technology
+from : lyn malina 12 / 14 / 99 08 : 09 am
+to : kevin g moore / hou / ect @ ect
+cc :
+subject : re : new color printer
+kevin :
+the color printer we currently order is the 4500 n for $ 2753 . 00 . please let
+me know if this is the one you would like to order .
+thanks
+lyn
+kevin g moore
+12 / 14 / 99 06 : 29 am
+to : lyn malina / hou / ect @ ect
+cc :
+subject : new color printer
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 06 : 29
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 14 / 99 06 : 27 am
+to : shirley crenshaw / hou / ect @ ect , vince j kaminski / hou / ect @ ect , mike a
+roberts / hou / ect @ ect
+cc :
+subject : new color printer
+we are in need of a new color printer .
+we are also in the process of moving to the 19 th floor .
+we need the color printer a . s . a . p .
+if you would please , i need information concerning this
+matter whereby , we can get the printer ordered and delivered
+to our new location .
+thanks
+kevin moore

ham/0014.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,46 @@
+Subject: re : new color printer
+sorry ,
+don ' t we need to know the cost , as well .
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 08 : 15
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 14 / 99 08 : 09 am
+to : shirley crenshaw / hou / ect @ ect , mike a roberts / hou / ect @ ect
+cc :
+subject : re : new color printer
+this information was also sent to it purchasing .
+i need to know what options we have and how soon it
+can be delivered .
+don ' t we need to know as well ? before purchase .
+i also need a central location for this printer .
+thanks
+kevin moore
+sam mentioned hp 4500 , i will check into it .
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 08 : 05
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+shirley crenshaw
+12 / 14 / 99 07 : 55 am
+to : kevin g moore / hou / ect @ ect
+cc :
+subject : re : new color printer
+kevin :
+what kind of information do you need ? i thought you were going to look
+at some colored printer literature . sam seemed to be aware of a
+colored printer that might work for us . ask him . i don ' t think we need
+anything as big as " sapphire " .
+it will be located in your area on the 19 th floor .
+thanks !
+kevin g moore
+12 / 14 / 99 06 : 27 am
+to : shirley crenshaw / hou / ect @ ect , vince j kaminski / hou / ect @ ect , mike a
+roberts / hou / ect @ ect
+cc :
+subject : new color printer
+we are in need of a new color printer .
+we are also in the process of moving to the 19 th floor .
+we need the color printer a . s . a . p .
+if you would please , i need information concerning this
+matter whereby , we can get the printer ordered and delivered
+to our new location .
+thanks
+kevin moore

ham/0015.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,12 @@
+Subject: imperial capital - thursday schedule
+the following is the schedule for thursday ' s meeting with imperial capital .
+currently all meetings are scheduled in eb 2868 . we are trying to arrange a
+different conference room and will let you know if we obtain one .
+9 : 00 am - jim fallon - electricity
+9 : 30 am - fred lagrasta - gas
+10 : 00 am - lynda clemmons and david kistler - weather
+10 : 30 am - ed ondarza - pulp and paper
+11 : 00 am - stinson gibner - research
+12 noon - lunch
+1 : 00 pm - 5 : 00 pm - discussion
+thanks in advance to all who will come to speak in the morning .

ham/0017.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,9 @@
+Subject: a paper of mine
+vince ,
+i have written a paper , which supposedly is going to be published in the
+february 2000 issue of eprm , probably after some editorial cuts ( at least
+this is what i am being told by them ) . i would appreciate your thoughts if
+you would have time to read it .
+regards ,
+martin
+- userconf . doc

ham/0018.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,15 @@
+Subject: invitation to speak at power 2000
+hi vince
+it is my great pleasure to invite you to speak at power 2000 which will be
+in houston on 9 & 10 may 2000 .
+would you be interested in chairing one of the streams on day 2 of the
+conference ? or making a full presentation on one of the days ? please let me
+know which talks interest you . obviously , some of the talks are no longer
+available but i would like to give you a choice as much as possible . please
+could you get back to me asap on 212 925 1864 ext 151 or by return email .
+i very much hope you can make the dates as i ' m very keen to have you
+participate at power . not to flatter you unnecessarily , but i know that a
+lot of people come to our conferences to hear what you have to say .
+best regards
+emma
+- invite . doc

ham/0020.1999-12-14.kaminski.ham.txt

@@ -0,0 +1,32 @@
+Subject: new eprm speakers
+vince ,
+thanks very much for your help
+helen
+- - - - - original message - - - - -
+from : vince j kaminski
+to : helen evans
+cc : stinson gibner
+date : 10 december 1999 19 : 14
+subject : re : new eprm speakers
+helen ,
+i forwarded your message to my associate stinson gibner
+whom i can wholeheartedly recommend .
+vince
+" helen evans " on 12 / 06 / 99 10 : 29 : 39 am
+please respond to " helen evans "
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : new eprm speakers
+vince ,
+i ' m currently looking to broaden eprm ' s speaker base and would like to
+find a
+speaker for a training course i am producing on the monte carlo
+technique . i was
+wondering if you might be able to recommend somebody new from enron who
+might
+like to speak on this subject . i ' d really appreciate any help you could
+give me .
+many thanks
+helen evans
+producer , eprm conferences & courses
+- attl . htm

ham/0021.1999-12-15.kaminski.ham.txt

@@ -0,0 +1,28 @@
+Subject: gas prices
+vince -
+1 . we can detect " hoarding " of pipeline capacity as an elevated basis against
+the actual inflow .
+2 . we can detect " market power " by dissociating the seller from the buyer ,
+distinguishing between the physical " cost " in gas to run the generators and
+the transmission cost in dollars , i . e . the basis .
+3 . ( as you noted ) we can detect " storage " as the difference between inflow
+and consumption .
+it appears to me there are two time series needed for a straightforward model
+of gas prices : flow rates at interconnects ( from telemetry ) and spot - market
+prices . there is an elevated basis reflecting pipeline companies monopolizing
+capacity , as well as hoarding of capacity by contracts . the dynamics of gas
+prices reflect consumption demand changes due to changes in expectations for
+the weather , as well as their impact on two highly strategic behaviors :
+hoarding of pipeline capacity and storage of gas . we can " calibrate " the
+price elasticity of demands for consumption and storage , and the price
+elasticities of demand for transmission , as well as the extent of hoarding ,
+from the two sets of numbers mentioned : flows and prices . what the basis
+trader needs to understand are the incentives , and disincentives , for storage
+and capacity - hoarding , in terms of the calibrated price - elasticities , and
+each of these are as - if exotic call options at the consumption hub . finally ,
+flows are " explained " by the model , and can be imputed from prices if
+necessary , resulting in a purely stochastic model of the basis in terms of
+the weather .
+i believe the problem is quite tractable , and i would like to proceed with a
+model .
+clayton

ham/0022.1999-12-15.kaminski.ham.txt

@@ -0,0 +1,131 @@
+Subject: organizational changes
+to : enron north america corp .
+from : cliff baxter and kevin hannon
+in july , as part of the enron north america ( ena ) reorganization , the
+implementation of several objectives were highlighted as critical to the
+continued growth of ena including : 1 ) accelerate the development of our
+people , 2 ) significantly expand our customer network and associated markets ,
+and 3 ) accelerate and enhance the information flow between groups , both
+within ena and across enron . consistent with these objectives and with the
+corporate goal of fostering 

+b ) the downstream coverage / origination groups which focus on delivering a
+broad range of products and services to the heavy industrial customers
+including pulp and paper , chemicals , plastics , refined products , metals and
+mining , heavy manufacturing , industrial gases , fertilizers , transportation ,
+textiles and glass manufacturing the eastern and western u . s . midstream
+coverage / origination groups which focus on energy , finance and industries .
+downstream coverage / origination
+as energy deregulation continues in north america , it is becoming clear that
+the heavy industrial segment will be an important customer market for both
+ena and enron corp . further , it is clear that ena can significantly expand
+its industrial customer network and create more innovative industrial
+solutions by having a group that can deploy all the capabilities of enron
+corp . against this backdrop , the downstream coverage / origination function
+will expand its product offering to include not only ena 
 , s existing energy
+commodities , energy services , finance , assets and pulp and paper capabilities
+but also ees 
 , s energy outsourcing capability and global fuel 
 , s chemicals ,
+plastics and refined products risk management capability . these additional
+capabilities will be offered in conjunction with ees and the global fuels
+groups . given the size and importance of this enron initiative , greg piper
+will be returning from portland to manage this business . under greg 
 , s
+leadership , the downstream origination effort will be segmented into three
+sub - groups given the nature of these industries and our product offering :
+a ) pulp and paper 
 ) edward ondarza will continue to manage the coverage
+activities in the pulp and paper business . this group will be responsible for
+the provision of innovative
+products and services in the pulp and paper industry including the provision
+of paper risk management products ;
+b ) chemicals , plastics and refined products 
 ) we have asked jim ajello to
+lead the coverage activities in this business . this group will be
+responsible for the provision of innovative products and services in the
+chemicals and refined products industries ;
+c ) non - integrated industrials 
 ) bruce garner , formerly leader of bankers
+trust 
 , s global metals and mining group in london , has joined ena to lead the
+coverage activities in this business . this group will be responsible for the
+provision of innovative products and services for the metals and mining ,
+heavy manufacturing , industrial gases , fertilizers , transportation , textiles
+and glass manufacturing industries .
+midstream coverage / origination
+a ) eastern coverage / origination 
 ) this group 
 , activities will focus on
+energy , finance and power development solutions for electric and gas
+utilities , municipals , co - ops and energy service companies in the eastern
+interconnect . we have asked janet dietrich to assume the leadership of this
+group ;
+b ) western coverage / origination 
 ) this group 
 , s activities will focus on
+energy , finance and power development solutions for electric and gas
+utilities , municipals , co - ops and energy service companies in the wscc . they
+will also continue to manage all qualified facilities ( qf ) restructuring
+opportunities in the western u . s . we have asked chris calger to assume the
+leadership of this coverage group . chris will relocate to portland from
+calgary where he currently leads the canadian downstream origination efforts ;
+c ) ipp merchant coverage / origination 
 ) this group 
 , s activities will focus on
+the provision of structured energy , finance and asset solutions for the
+emerging merchant power generators who control large portfolio 
 , s of merchant
+power generation either through development or acquisition . we have asked
+mike miller to assume the leadership of this group . in addition , mike will
+continue to manage the power development activities in the eastern
+interconnect ;
+d ) eastern qf restructuring 
 ) this group will focus on the qf restructuring
+opportunities in the eastern interconnect including the existing
+restructuring and re - capitalization of the east coast power assets . we have
+asked dave duran to assume the leadership of this business . greg blair ,
+formerly of enron asia 
 , s development group , doug clifford , formerly of
+citizens power , and dick lydecker , formerly of cogen technology , will join
+this newly formed business .
+2 ) commercial transactions :
+the commercial transactions group ( ctg ) , co - headed by ray bowen and jeff
+donahue , was formed to provide a centralized resource for the execution of
+transactions within ena 
 ) and thereby , improve ena 
 , s efficiency in executing
+transactions and free - up the origination groups to increase their intensity
+of client coverage . ctg consists of six primary functions : transaction
+development , capital structuring and portfolio management , commodity
+structuring and transportation , transactional support / accounting , technical
+analysis and upstream asset management .
+the transaction development group will be responsible for deal leadership ,
+execution and optimization of all aspects of a transaction in conjunction
+with the originator . the function will be divided into four teams , each of
+which will be dedicated to between two and four origination groups . this
+dedication to specific groups should provide a closer link , better service
+and greater accountability with the origination groups ; however , the ctg
+resources are designed to be a fungible and flexible resource allocated to
+the highest value transactions across the coverage functions :
+a ) midstream transaction development will be dedicated to the eastern and
+western coverage / origination groups . the senior members of this group
+include billy lemmons , george mccormick , erin norris and russ porter . billy
+lemmons joined enron in 1992 . most recently , he was the vice - president of
+capital structuring and risk management for ees . russ porter joins us today
+from dynegy where he was a manager with responsibilities for power
+origination .
+b ) downstream transaction development will be dedicated to ena 
 , s industrial
+origination efforts in pulp and paper , petrochemicals and refining ,
+environmental energy , metals and mining and other industries as coverage is
+established . the senior members of this team include rodney malcolm , jay
+boudreaux , finley biggerstaff and chris helfrich . we anticipate announcing
+two to four more additions to this team within the next few weeks .
+c ) generation transaction development will be dedicated to the ipp merchant
+services and power plant development and qf restructuring groups . the senior
+members of this team include thomas suffield , andy kelemen , kelly mahmoud and
+john house . thomas suffield joined enron in 1996 . most recently , he was the
+vice - president of origination for the latin american group in azurix . we
+anticipate announcing two more additions to this team within the next few
+weeks .
+d ) upstream transaction development will be dedicated to the producer
+finance , coal and gas assets groups . the senior members of this team include
+brad dunn , john curtin and chris hilgert . we hope to announce the addition
+of at least one vp to this group prior to yearend .
+ray bowen will have primary oversight responsibilities for the upstream and
+downstream transaction development teams with jeff donahue having primary
+responsibilities for the midstream and generation teams . andrea reed will
+continue to head capital structuring and portfolio management : all junior
+commercial resources within the transaction development teams will have dual
+responsibilities to both their transaction development teams and to the
+capital structuring group . the remaining four groups within ctg will remain
+largely unchanged . in addition , the origination and the transaction
+development teams and their respective origination groups will be located
+together .
+we believe that these changes will significantly enhance our market coverage
+and industry knowledge in all ena 
 , s markets particularly in the industrial
+markets . it will also provide a closer partnership and accountability between
+the coverage / origination groups and the ctg groups .
+please help us in continuing to build on the success we have enjoyed in north
+america by working with us to implement these changes .

ham/0023.1999-12-15.kaminski.ham.txt

@@ -0,0 +1,53 @@
+Subject: performance management process
+as our existing businesses grow and new businesses are created , ease of
+movement and development of our top talent becomes essential to our success .
+as you heard at the management conference all officers will be titled ,
+reviewed , promoted , and compensated according to a more standard set of
+guidelines . the process recognizes the intrinsic value of each officer ,
+rather than tying that individual to the value of their specific job or
+reporting relationship .
+officer titling has been standardized throughout enron . there are four
+levels of officers : members of the enron office of the chairman make up level
+4 . level 3 includes all other members of the enron executive committee .
+level 2 is made up of managing directors , including company presidents and
+some senior vice presidents . level 1 are vice presidents and some senior
+vice presidents with grandfathered titles .
+this year a common evaluation process is being implemented for level 1 and
+level 2 officers . officers will be evaluated by a committee , through a
+process referred to as the performance review committee ( prc ) , utilizing a
+standard set of performance criteria and performance ratings . performance
+committee reviews will occur twice a year 
 ) in july for feedback purposes and
+at year - end for feedback as well as bonus and total compensation
+considerations . the executive committee will handle the prc for all level 2
+officers . review of level 1 officers will occur at the business - unit level
+first with the results 
 & cross calibrated 
 8 by the executive committee and a
+group of approximately sixteen managing directors .
+the goals of the prc process is to insure a consistent standard for our
+overall pool of executive talent and to provide a tool to more effectively
+utilize talent throughout the organization . to further promote consistency
+the executive committee will consider all promotions in january of each
+year . exceptions , internally or externally , will be infrequent .
+the individual 
 , s performance evaluation will be the starting point for all
+compensation decisions . compensation includes base pay , bonus and long - term
+awards . a long - term program that replaces individual or business unit plans
+has been approved and will be communicated to individuals before bonus
+payments are made .
+in addition to the level 1 and level 2 reviews , business unit , global and
+corporate cross - functional prc reviews for directors , senior directors and
+general managers have started . this year - end process will be utilized as a
+benchmark to determine how we further refine the evaluation process at this
+level in the future .
+if you should have any questions about the process , please direct them to
+your human resources business unit leads per the following :
+mary ann long ( gpg ) x 36810 david oxley ( ena / eel / global trading ) x 33557
+ray bennett ( ees ) x 37039 robert jones ( global technology / global
+finance / global
+gwen petteway ( corp ) x 37351 asset operations / global engineering &
+construction ) x 35810
+janie bonnard ( caribbean / middle east / scott gilchrist ( asia
+pacific / africa / china ) x 67081
+lng ) x 68202 gerry chatham ( egep ) x 35141
+miguel padron ( esa ) x 66552 marla barnard ( eci ) x 58158
+ranen sengupta ( india ) x 67967
+cc : enron executive committee members
+28599

ham/0024.1999-12-15.kaminski.ham.txt

@@ -0,0 +1,19 @@
+Subject: rice program in financial engineering
+dear vince ,
+tony and i are looking forward to meeting with you tomorrow
+( thurs . ) at 10 a . m . regarding the rice iniative in financial
+engineering . attached to this message is our draft plan for
+the proposed undergraduate program ; i will also bring a copy
+to the meeting in the morning .
+see you tomorrow !
+best regards ,
+kathy
+katherine bennett ensor
+professor and chairperson
+department of statistics , ms 138
+rice university
+houston , tx 77251 - 1892
+ensor @ rice . edu
+phone : ( 713 ) 527 4687
+fax : ( 713 ) 285 5476
+- draft - plano 2 . doc

ham/0025.1999-12-15.kaminski.ham.txt

@@ -0,0 +1,30 @@
+Subject: re : invitation to speak at power 2000
+emma ,
+it ' s your choice . i can chair the session of day 2 or speak on one of these
+topics .
+please , let me know what works for you .
+possible presentations :
+evaluating the effectiveness of insurance as a risk management tool
+or
+applying real option theory to value power plants
+or
+overcoming the difficulties of accurately estimating volatility
+vince
+" emma wolfin " on 12 / 14 / 99 04 : 08 : 03 pm
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : invitation to speak at power 2000
+hi vince
+it is my great pleasure to invite you to speak at power 2000 which will be
+in houston on 9 & 10 may 2000 .
+would you be interested in chairing one of the streams on day 2 of the
+conference ? or making a full presentation on one of the days ? please let me
+know which talks interest you . obviously , some of the talks are no longer
+available but i would like to give you a choice as much as possible . please
+could you get back to me asap on 212 925 1864 ext 151 or by return email .
+i very much hope you can make the dates as i ' m very keen to have you
+participate at power . not to flatter you unnecessarily , but i know that a
+lot of people come to our conferences to hear what you have to say .
+best regards
+emma
+- invite . doc

ham/0027.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,97 @@
+Subject: intelligence : el paso capacity - - someone has upped the ante but
+match still possible
+fyi . kim .
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kimberly watson / et & s / enron on 12 / 16 / 99
+04 : 51 pm - - - - - - - - - - - - - - - - - - - - - - - - - - -
+lorna brennan
+12 / 16 / 99 09 : 59 am
+to : rockey storie / et & s / enron @ enron , stephanie miller / et & s / enron @ enron , kent
+miller / et & s / enron @ enron , john dushinske / et & s / enron @ enron , dave
+neubauer / et & s / enron @ enron , michael bodnar / et & s / enron @ enron , joni
+bollinger / et & s / enron @ enron , david badura / et & s / enron @ enron , janet
+bowers / et & s / enron @ enron , craig buehler / et & s / enron @ enron , bob
+burleson / et & s / enron @ enron , allen cohrs / et & s / enron @ enron , john
+fiscus / et & s / enron @ enron , bret fritch / et & s / enron @ enron , steve
+gilbert / et & s / enron @ enron , morgan gottsponer / et & s / enron @ enron , brenda
+harris / et & s / enron @ enron , james harvey / et & s / enron @ enron , stephen
+herber / et & s / enron @ enron , dana jones / et & s / enron @ enron , jane
+joyce / et & s / enron @ enron , stephanie korbelik / et & s / enron @ enron , therese
+lohman / et & s / enron @ enron , bill mangels / et & s / enron @ enron , penny
+mccarran / et & s / enron @ enron , vernon mercaldo / et & s / enron @ enron , larry
+pavlou / et & s / enron @ enron , eileen peebles / et & s / enron @ enron , maria
+perales / et & s / enron @ enron , tony perry / et & s / enron @ enron , loren
+penkava / et & s / enron @ enron , ken powers / et & s / enron @ enron , joan
+schwieger / et & s / enron @ enron , chris sebesta / et & s / enron @ enron , frank
+semin / et & s / enron @ enron , neal shaw / et & s / enron @ enron , larry
+swett / et & s / enron @ enron , kay threet / et & s / enron @ enron , mike
+ullom / et & s / enron @ enron , lisa valley / et & s / enron @ enron , chuck
+wilkinson / et & s / enron @ enron , jim wiltfong / et & s / enron @ enron , jo
+williams / et & s / enron @ enron , karen lagerstrom / et & s / enron @ enron , ray
+stelly / et & s / enron @ enron , bob stevens / et & s / enron @ enron , sue m
+neville / et & s / enron @ enron , mike barry / et & s / enron @ enron , miriam
+martinez / et & s / enron @ enron , martha janousek / et & s / enron @ enron , kimberly
+watson / et & s / enron @ enron , don powell / et & s / enron @ enron , melinda
+tosoni / et & s / enron @ enron , steve weller / et & s / enron @ enron , michael g
+stage / et & s / enron @ enron , tim johanson / et & s / enron @ enron , mike
+mcgowan / et & s / enron @ enron , lynn blair / et & s / enron @ enron , rick
+dietz / et & s / enron @ enron , steven january / et & s / enron @ enron , sheila
+nacey / et & s / enron @ enron , steven harris / et & s / enron @ enron , lindy
+donoho / et & s / enron @ enron , jeffery fawcett / et & s / enron @ enron , lorraine
+lindberg / et & s / enron @ enron , kevin hyatt / et & s / enron @ enron , christine
+stokes / et & s / enron @ enron , julia white / et & s / enron @ enron
+cc :
+subject : intelligence : el paso capacity - - someone has upped the ante but match
+still possible
+negotiated el paso deal topped
+el paso confirmed that someone had upped the ante on the negotiated deal
+for slightly
+more than 1 . 2 bcf / d in firm capacity to the california border that was
+announced friday
+( see daily gpi , dec . 13 ) . a higher bid was submitted prior to
+wednesday ' s 1 p . m . mst
+deadline in a four - day open season , a pipeline spokesman said . however ,
+the original
+negotiating party has until this afternoon to match the new price and
+retain the capacity .
+the new bid was for $ 38 million over one year starting jan . 1 , about $ 8
+million more than
+the amount in friday ' s announcement ( $ 30 million ) . one source called it
+" ridiculous " that
+someone was willing to pay so much for the space , given that on a
+mark - to - market basis
+the capacity is worth only about $ 20 - 25 million .
+late last week some sources speculated that duke energy was the
+recipient of next
+year ' s package given its large power generation holdings in california .
+a marketer
+yesterday said he believed dynegy upped the ante . " rather than go
+through all the
+hassles they [ dynegy ] had at ferc with the 1998 - 99 package , they let
+someone else do
+all the work this time and then came in late with a higher bid . that way
+no one can
+complain that the procedure was tainted . after all , dynegy has quite a
+few power plants
+in california to keep fueled , and all of their current ft on el paso
+expires at the end of
+this year . of course , they still could be thwarted if the original
+negotiated customer
+matches their bid . it may all sound kind of machiavellian but sort of
+makes sense . " other
+sources heavily discounted the chances of dynegy being the new high
+bidder , pointing out
+that the company made significantly less than expected this year because
+san
+juan / border basis differentials narrowed significantly . a dynegy source
+indicated that the
+company was involved in the bidding and lost to duke in the first round .
+regardless of what happens next year , a marketer noted that the southern
+california
+border / san juan basis spread continues to compress as socal gas
+withdraws from
+storage and east - of - california utilities exercise their peaking
+contracts because of cold
+weather in the rockies and elsewhere in the west . from a december index
+spread of 29
+cents , the border / basin gap was down to about 18 cents wednesday , she
+said .

ham/0028.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,22 @@
+Subject: vince and vasant :
+here is a brief summary of my meeting with chris germany , capacity trader at
+the east desk , related to gas transmission :
+typically , pipelines lease capacity billed on a monthly basis . an example
+might be the pipeline between south texas and brooklyn , where you might pay
+$ 12 . 00 per month per 10 , 000 decatherms of capacity ( $ 0 . 40 per day ) , a fixed
+payment . variable charges are 6 % for fuel costs ( " shrinkage " ) and 6 . 5 % for
+overhead expenses . a gas trader might call south texas and be quoted a
+delivery price tomorrow of nymex - $ 0 . 10 ( " basis " ) , and might call brooklyn
+and be quoted a delivered price of nymex + $ 0 . 25 . the trader ' s spread is
+$ 0 . 35 , and variable costs of transmission are $ 0 . 125 , so the trader would
+offer the leaseholder of capacity up to $ 0 . 225 for firm capacity tomorrow .
+as for the distinction betweem firm and interruptible , the leaseholders have
+an excellent knowledge of the firm - equivalent of interruptible capacity .
+also , many pipelines don ' t discount firm capacity from the tariff maximum
+( " it ' s not worth their time to haggle " ) ( there is a further issue of
+" secondary markets " not important to the model yet ) . for south texas and
+brooklyn , there are several different routes the gas can physically take
+( pipelines of enron , texas eastern , etc ) . and , once the trade is in the
+system traders can cover the ( enron ) positions on each end of the pipeline ,
+in so doing freeing up the capacity for other contracts .
+clayton

ham/0029.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,48 @@
+Subject: re : emission trading
+vince ,
+i spoke with susan wood , who heads up our emissions marketing effort who
+says we don ' t really have any materials we send out . she did recommend the
+emissions trading handbook which can be purchased for $ 50 from
+in general , the site http : / / www . etei . org / is a great source of info , and the
+the parent site , http : / / www . emissions . org should be checked out as well . if
+you ' d like me to purchase the handbook ( it will take three weeks ) let me know .
+joe
+vince j kaminski
+12 / 16 / 99 08 : 15 am
+to : joseph hrgovcic / hou / ect @ ect
+cc : vince j kaminski / hou / ect @ ect
+subject : re : emission trading
+joe ,
+do we have any materials about it ?
+vince
+- - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 12 / 16 / 99
+08 : 14 am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+adam brulinski
+12 / 14 / 99 08 : 22 am
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : re : emission trading
+thank you in advance .
+let me just mention that the issue is quite urgent so i would appreciate if i
+could get sth asap .
+adam
+vince j kaminski
+99 - 12 - 14 15 : 24
+to : adam brulinski / war / ect @ ect
+cc :
+subject : re : emission trading
+adam ,
+let me gather some information for you .
+vince
+adam brulinski
+12 / 14 / 99 08 : 08 am
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : emission trading
+szanowny panie ,
+chcielibysmy zaczac propagowac w polsce idee handlu prawami do emisji
+zanieczyszczen . dlatego tez prosilbym o przeslanie , najlepiej droga emailowa
+materialow dotyczacych tej koncepji - glownie chodzi mi o strone
+" merytoryczna " .
+z powazaniem ,
+adam brulinski

ham/0031.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,14 @@
+Subject: re : creditmanager net meeting
+aidan ,
+yes , this will work for us .
+vince
+" aidan mc nulty " on 12 / 16 / 99 08 : 36 : 14 am
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : creditmanager net meeting
+vincent , i cannot rearrange my schedule for tomorrow so i would like to
+confirm that we will have a net - meeting of creditmanager on friday 7 th of
+january at 9 . 30 your time .
+regards
+aidan mc nulty
+212 981 7422

ham/0033.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,131 @@
+Subject: revised : organizational changes
+to : enron north america corp .
+from : cliff baxter and kevin hannon
+in july , as part of the enron north america ( ena ) reorganization , the
+implementation of several objectives were highlighted as critical to the
+continued growth of ena including : 1 ) accelerate the development of our
+people , 2 ) significantly expand our customer network and associated markets ,
+and 3 ) accelerate and enhance the information flow between groups , both
+within ena and across enron . consistent with these objectives and with the
+corporate goal of fostering 

+b ) the downstream coverage / origination groups which focus on delivering a
+broad range of products and services to the heavy industrial customers
+including pulp and paper , chemicals , plastics , refined products , metals and
+mining , heavy manufacturing , industrial gases , fertilizers , transportation ,
+textiles and glass manufacturing the eastern and western u . s . midstream
+coverage / origination groups which focus on energy , finance and industries .
+downstream coverage / origination
+as energy deregulation continues in north america , it is becoming clear that
+the heavy industrial segment will be an important customer market for both
+ena and enron corp . further , it is clear that ena can significantly expand
+its industrial customer network and create more innovative industrial
+solutions by having a group that can deploy all the capabilities of enron
+corp . against this backdrop , the downstream coverage / origination function
+will expand its product offering to include not only ena 
 , s existing energy
+commodities , energy services , finance , assets and pulp and paper capabilities
+but also ees 
 , s energy outsourcing capability and global fuel 
 , s chemicals ,
+plastics and refined products risk management capability . these additional
+capabilities will be offered in conjunction with ees and the global fuels
+groups . given the size and importance of this enron initiative , greg piper
+will be returning from portland to manage this business . under greg 
 , s
+leadership , the downstream origination effort will be segmented into three
+sub - groups given the nature of these industries and our product offering :
+a ) pulp and paper 
 ) edward ondarza will continue to manage the coverage
+activities in the pulp and paper business . this group will be responsible for
+the provision of innovative
+products and services in the pulp and paper industry including the provision
+of paper risk management products ;
+b ) chemicals , plastics and refined products 
 ) we have asked jim ajello to
+lead the coverage activities in this business . this group will be
+responsible for the provision of innovative products and services in the
+chemicals and refined products industries ;
+c ) non - integrated industrials 
 ) bruce garner , formerly leader of bankers
+trust 
 , s global metals and mining group in london , has joined ena to lead the
+coverage activities in this business . this group will be responsible for the
+provision of innovative products and services for the metals and mining ,
+heavy manufacturing , industrial gases , fertilizers , transportation , textiles
+and glass manufacturing industries .
+midstream coverage / origination
+a ) eastern coverage / origination 
 ) this group 
 , activities will focus on
+energy , finance and power development solutions for electric and gas
+utilities , municipals , co - ops and energy service companies in the eastern
+interconnect . we have asked janet dietrich to assume the leadership of this
+group ;
+b ) western coverage / origination 
 ) this group 
 , s activities will focus on
+energy , finance and power development solutions for electric and gas
+utilities , municipals , co - ops and energy service companies in the wscc . they
+will also continue to manage all qualified facilities ( qf ) restructuring
+opportunities in the western u . s . we have asked chris calger to assume the
+leadership of this coverage group . chris will relocate to portland from
+calgary where he currently leads the canadian downstream origination efforts ;
+c ) ipp merchant coverage / origination 
 ) this group 
 , s activities will focus on
+the provision of structured energy , finance and asset solutions for the
+emerging merchant power generators who control large portfolio 
 , s of merchant
+power generation either through development or acquisition . we have asked
+mike miller to assume the leadership of this group . in addition , mike will
+continue to manage the power development activities in the eastern
+interconnect ;
+d ) eastern qf restructuring 
 ) this group will focus on the qf restructuring
+opportunities in the eastern interconnect including the existing
+restructuring and re - capitalization of the east coast power assets . we have
+asked dave duran to assume the leadership of this business . greg blair ,
+formerly of enron asia 
 , s development group , doug clifford , formerly of
+citizens power , and dick lydecker , formerly of cogen technology , will join
+this newly formed business .
+2 ) commercial transactions :
+the commercial transactions group ( ctg ) , co - headed by ray bowen and jeff
+donahue , was formed to provide a centralized resource for the execution of
+transactions within ena 
 ) and thereby , improve ena 
 , s efficiency in executing
+transactions and free - up the origination groups to increase their intensity
+of client coverage . ctg consists of six primary functions : transaction
+development , capital structuring and portfolio management , commodity
+structuring and transportation , transactional support / accounting , technical
+analysis and upstream asset management .
+the transaction development group will be responsible for deal leadership ,
+execution and optimization of all aspects of a transaction in conjunction
+with the originator . the function will be divided into four teams , each of
+which will be dedicated to between two and four origination groups . this
+dedication to specific groups should provide a closer link , better service
+and greater accountability with the origination groups ; however , the ctg
+resources are designed to be a fungible and flexible resource allocated to
+the highest value transactions across the coverage functions :
+a ) midstream transaction development will be dedicated to the eastern and
+western coverage / origination groups . the senior members of this group
+include billy lemmons , george mccormick , erin norris and russ porter . billy
+lemmons joined enron in 1992 . most recently , he was the vice - president of
+capital structuring and risk management for ees . russ porter joins us today
+from dynegy where he was a manager with responsibilities for power
+origination .
+b ) downstream transaction development will be dedicated to ena 
 , s industrial
+origination efforts in pulp and paper , petrochemicals and refining ,
+environmental energy , metals and mining and other industries as coverage is
+established . the senior members of this team include rodney malcolm , jay
+boudreaux , finley biggerstaff and chris helfrich . we anticipate announcing
+two to four more additions to this team within the next few weeks .
+c ) generation transaction development will be dedicated to the ipp merchant
+services and power plant development and qf restructuring groups . the senior
+members of this team include thomas suffield , andy kelemen , kelly mahmoud and
+john house . thomas suffield joined enron in 1996 . most recently , he was the
+vice - president of origination for the latin american group in azurix . we
+anticipate announcing two more additions to this team within the next few
+weeks .
+d ) upstream transaction development will be dedicated to the producer
+finance , coal and gas assets groups . the senior members of this team include
+brad dunn , john curtin and chris hilgert . we hope to announce the addition
+of at least one vp to this group prior to yearend .
+ray bowen will have primary oversight responsibilities for the upstream and
+downstream transaction development teams with jeff donahue having primary
+responsibilities for the midstream and generation teams . andrea reed will
+continue to head capital structuring and portfolio management : all junior
+commercial resources within the transaction development teams will have dual
+responsibilities to both their transaction development teams and to the
+capital structuring group . the remaining four groups within ctg will remain
+largely unchanged . in addition , the origination and the transaction
+development teams and their respective origination groups will be located
+together .
+we believe that these changes will significantly enhance our market coverage
+and industry knowledge in all ena 
 , s markets particularly in the industrial
+markets . it will also provide a closer partnership and accountability between
+the coverage / origination groups and the ctg groups .
+please help us in continuing to build on the success we have enjoyed in north
+america by working with us to implement these changes .

ham/0034.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,150 @@
+Subject: re : invitation to speak at power 2000
+hi vince
+that ' s great - delighted you ' ll be participating . i ' ve put you down as the
+chairman for stream 1 , day 1 on 9 may 2000 .
+by the way , is your job title still vp , head of research at enron north
+america ? i need to know for the brochure .
+if i don ' t speak to you before the new year , i wish you a very merry xmas
+and a happy new millennium !
+emma
+- - - - - original message - - - - -
+from : vince j kaminski
+to : emma wolfin
+cc : vince j kaminski
+date : thursday , december 16 , 1999 9 : 02 am
+subject : re : invitation to speak at power 2000
+>
+>
+> emma ,
+>
+> mergers and acquisitions are not my cup of tea .
+>
+> chairing stream 1 on day 1 seems to be a better match .
+>
+> vince
+>
+>
+>
+>
+>
+> " emma wolfin " on 12 / 15 / 99 10 : 51 : 34 am
+>
+> to : vince j kaminski / hou / ect @ ect
+> cc :
+> subject : re : invitation to speak at power 2000
+>
+>
+>
+>
+> hi vince
+>
+> thanks for getting back to me quickly ! as it happens , all of the sessions
+> you suggested are already taken !
+>
+> so , would you be interested in chairing either stream 1 on day 1 of the
+> conference - " pricing and trading in the us power market " or stream 3 on
+> day 2 of the conference - " latest developments in the us energy industry " .
+> for your information , the people presenting on day 1 in stream 1 include :
+>
+> - spyros maragos , dynegy on volatility
+> - sanjeev khanna , pg & e on correlation
+> - gary morsches , southern on optimising information to accurately price and
+> trade electricity
+> - blake johnson , stanford university on modelling power prices
+> - craig pirrong , olin school of business , washington university on building
+> the optimal forward curve
+>
+> on day 2 , stream 3 , there are only 3 talks in that stream , as after lunch
+we
+> will be breaking for plenary sessions and the industry briefing sessions
+> too . but the people who will be speaking in that stream are :
+>
+> - venu nagali , stanford university on real options
+> - ram challa , sithe energies ( he was formerly at bankers trust ) on
+> generation assets
+>
+> i have the slot on mergers and acquisitions in stream 3 on day 2 as still
+> available but i ' m not sure if that session is your area of speciality ? let
+> me know .
+>
+> thanks vince and very much looking forward to working with you again .
+>
+> emma
+>
+>
+> - - - - - original message - - - - -
+> from : vince j kaminski
+> to : emma wolfin
+> cc : vince j kaminski
+> date : wednesday , december 15 , 1999 11 : 36 am
+> subject : re : invitation to speak at power 2000
+>
+>
+> >
+> >
+> > emma ,
+> >
+> > it ' s your choice . i can chair the session of day 2 or speak on one of
+these
+> > topics .
+> > please , let me know what works for you .
+> >
+> > possible presentations :
+> >
+> > evaluating the effectiveness of insurance as a risk management tool
+> >
+> > or
+> >
+> > applying real option theory to value power plants
+> >
+> > or
+> >
+> > overcoming the difficulties of accurately estimating volatility
+> >
+> >
+> > vince
+> >
+> >
+> >
+> >
+> >
+> > " emma wolfin " on 12 / 14 / 99 04 : 08 : 03 pm
+> >
+> > to : vince j kaminski / hou / ect @ ect
+> > cc :
+> > subject : invitation to speak at power 2000
+> >
+> >
+> >
+> >
+> > hi vince
+> >
+> > it is my great pleasure to invite you to speak at power 2000 which will be
+> > in houston on 9 & 10 may 2000 .
+> >
+> > would you be interested in chairing one of the streams on day 2 of the
+> > conference ? or making a full presentation on one of the days ? please let
+me
+> > know which talks interest you . obviously , some of the talks are no longer
+> > available but i would like to give you a choice as much as possible .
+please
+> > could you get back to me asap on 212 925 1864 ext 151 or by return email .
+> >
+> > i very much hope you can make the dates as i ' m very keen to have you
+> > participate at power . not to flatter you unnecessarily , but i know that a
+> > lot of people come to our conferences to hear what you have to say .
+> >
+> > best regards
+> >
+> > emma
+> >
+> >
+> >
+> >
+> >
+>
+>
+>
+>
+>
+>

ham/0035.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,18 @@
+Subject: re : european energy 2000 , april , amsterdam
+angela ,
+no problem . i shall be glad to do it .
+happy holidays if i don ' t hear from you .
+vince
+" angela adedeji " on 12 / 14 / 99 12 : 00 : 40 pm
+please respond to " angela adedeji "
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : european energy 2000 , april , amsterdam
+hi vince
+re : european energy 2000 , 3 & 4 april , amsterdam
+i hope all is well . i wondered whether or not you would be interested in
+chairing the stream of your talk ?
+i look forward to hearing from you soon .
+kind regards
+angela
+- attl . htm

ham/0036.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,99 @@
+Subject: re : invitation to speak at power 2000
+emma ,
+mergers and acquisitions are not my cup of tea .
+chairing stream 1 on day 1 seems to be a better match .
+vince
+" emma wolfin " on 12 / 15 / 99 10 : 51 : 34 am
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : re : invitation to speak at power 2000
+hi vince
+thanks for getting back to me quickly ! as it happens , all of the sessions
+you suggested are already taken !
+so , would you be interested in chairing either stream 1 on day 1 of the
+conference - " pricing and trading in the us power market " or stream 3 on
+day 2 of the conference - " latest developments in the us energy industry " .
+for your information , the people presenting on day 1 in stream 1 include :
+- spyros maragos , dynegy on volatility
+- sanjeev khanna , pg & e on correlation
+- gary morsches , southern on optimising information to accurately price and
+trade electricity
+- blake johnson , stanford university on modelling power prices
+- craig pirrong , olin school of business , washington university on building
+the optimal forward curve
+on day 2 , stream 3 , there are only 3 talks in that stream , as after lunch we
+will be breaking for plenary sessions and the industry briefing sessions
+too . but the people who will be speaking in that stream are :
+- venu nagali , stanford university on real options
+- ram challa , sithe energies ( he was formerly at bankers trust ) on
+generation assets
+i have the slot on mergers and acquisitions in stream 3 on day 2 as still
+available but i ' m not sure if that session is your area of speciality ? let
+me know .
+thanks vince and very much looking forward to working with you again .
+emma
+- - - - - original message - - - - -
+from : vince j kaminski
+to : emma wolfin
+cc : vince j kaminski
+date : wednesday , december 15 , 1999 11 : 36 am
+subject : re : invitation to speak at power 2000
+>
+>
+> emma ,
+>
+> it ' s your choice . i can chair the session of day 2 or speak on one of these
+> topics .
+> please , let me know what works for you .
+>
+> possible presentations :
+>
+> evaluating the effectiveness of insurance as a risk management tool
+>
+> or
+>
+> applying real option theory to value power plants
+>
+> or
+>
+> overcoming the difficulties of accurately estimating volatility
+>
+>
+> vince
+>
+>
+>
+>
+>
+> " emma wolfin " on 12 / 14 / 99 04 : 08 : 03 pm
+>
+> to : vince j kaminski / hou / ect @ ect
+> cc :
+> subject : invitation to speak at power 2000
+>
+>
+>
+>
+> hi vince
+>
+> it is my great pleasure to invite you to speak at power 2000 which will be
+> in houston on 9 & 10 may 2000 .
+>
+> would you be interested in chairing one of the streams on day 2 of the
+> conference ? or making a full presentation on one of the days ? please let me
+> know which talks interest you . obviously , some of the talks are no longer
+> available but i would like to give you a choice as much as possible . please
+> could you get back to me asap on 212 925 1864 ext 151 or by return email .
+>
+> i very much hope you can make the dates as i ' m very keen to have you
+> participate at power . not to flatter you unnecessarily , but i know that a
+> lot of people come to our conferences to hear what you have to say .
+>
+> best regards
+>
+> emma
+>
+>
+>
+>
+>

ham/0037.1999-12-16.kaminski.ham.txt

@@ -0,0 +1,12 @@
+Subject: re : presentation in seoul
+anthony duenner @ enron _ development on 12 / 15 / 99 01 : 46 : 35 pm
+to : mark ruane @ ect , zimin lu @ ect
+cc :
+subject : presentation in seoul
+better late than never - - i again wanted to thank both of you for taking the
+time and making the effort to make the raroc and real options presentations
+in seoul earlier this month . both presentations were well received and i had
+a number of favorable comments and expressions of thanks form our hosts after
+the presentations . i know you both have very busy schedules - - especially
+around this time of year - - and very much appreciate your help . regards .
+anthony duenner

ham/0038.1999-12-17.kaminski.ham.txt

@@ -0,0 +1,14 @@
+Subject: new website for an exciting conference
+applications of physics in financial analysis 2
+liege , belgium
+13 to 15 july 2000
+the website for this conference is now available at
+www . eps . org / apfa
+for further details on all eps conferences contact : christine bastian ,
+conferences , european physical society , 34 rue marc seguin , bp 2136 , f - 68060
+mulhouse cedex , france
+tel + 33 389 32 94 42 fax + 33 389 32 94 49
+email eps . conf @ univ - mulhouse . fr
+this conference is a europhysics conference . it is organised by the european
+physical society and its division of statistical and non - linear physics .
+- attl . htm

ham/0040.1999-12-17.kaminski.ham.txt

@@ -0,0 +1,24 @@
+Subject: last day , contact numbers , etc .
+hi guys !
+as most of you know by now today is my last day at enron north america . it
+has been really great few months and maureen has most graciously put up with
+my school and exam schedule . as today is also my graduation from the
+university of houston , i don ' t have any formal reasons to remain in houston
+and will be heading to the misty albion to work for enron europe as soon as
+my work permit for the uk is ready . the latter is still a mystery but is
+anticipated some time in early february . right now i am planning to come back
+to houston middle of january to wait for the work permit and sell my car ,
+some furniture , etc . ( stay tuned for great deals : - ) so , i will be back to
+see you guys . if you miss me too much try to find consolation in miss yana
+kristal , a u of h student of slavic origin , who will be taking over my
+responsibilities starting early january . i know i will miss you and am
+planning to sneak in the video conferencing room during the thursday
+meetings . i know it won ' t be the same , but it ' s better than nothing . or you
+can start planning that trip to london . . .
+below are the numbers where if you can ' t reach me there will be information
+where i might be .
+phone numbers :
+houston : 713 - 213 - 7733 - cell
+come back to houston january 15 ( depending on how the work permit is coming ) .
+have very , very happy holidays and a great millenium !
+martina

ham/0041.1999-12-17.kaminski.ham.txt

@@ -0,0 +1,107 @@
+Subject: re : new copier information for 55 , 60 & 65 cpm digital machines
+iain :
+we went and looked at the toshiba copier on the 32 nd floor and while it
+does not appear to be extremely fast , i believe it will work for the 19 th
+floor . i spoke with vince kaminski and he agreed with our getting this
+copier .
+we noticed this copier has a button that says " network connection "
+and were wondering it this copier could be hooked up to the network and
+we could run copies from our computer ? please let us know .
+thanks for all your help and have a wonderful christmas and new
+year !
+shirley
+co # 0011
+rc # 100038
+copier information including pictures & weblinks
+from : iain russell on 12 / 17 / 99 10 : 47 am
+to : shirley crenshaw / hou / ect @ ect
+cc :
+subject : new copier information for 55 , 60 & 65 cpm digital machines
+shirley ,
+following up on the telephone conversation , please see the attached
+spreadsheet for pricing information plus important information about " true
+world " copy speeds .
+pricing was centered on the 42 . 315 k per month volume band so that you can get
+a good feel for copier expenditure based on average month volumes . i have
+left the spreadsheet " unprotected " so that you can play with the volume
+figures and see how this changes the price overall + how the " cost per image "
+is affected by volume changes .
+? pricing spreadsheet : under " notes " towards under the pictures .
+the " true world " copy speed information has been supplied by buyers lab
+incorporated , which is an independent testing house that rates office
+equipment , including copiers and publishes their findings on a quarterly
+basis . unfortunately they have not released their findings on the canon ir 550
+as testing is not yet complete .
+? copier speeds : @ the end of the notes - mail
+{ these include 1 - 1 , 1 - 2 and duplexing + detail on completion of " sets " }
+as you will see , duplexing speeds are widely different across the various
+manufacturers equipment & the " true world " copy speeds are a soft $ expense
+which impacts the true cost of running a copier .
+listed below are the url ' s for the different 55 , 60 & 65 cpm b / w copiers .
+a ) overview
+b ) specifications
+from lanier
+ricoh equipment
+55 copies per minute
+a ) & b ) weblink for machine specifications - - > click here - - - >
+65 copies per minute
+a ) & b ) weblink for machine specifications - - > click here - - - >
+from danka
+canon equipment { ir 550 }
+55 copies per minute
+looks like : - - - >
+weblink for machine specifications - - > click below :
+a ) http : / / www . usa . canon . com / corpoffice / netofficesys / ir 550 / ir 550 fea . html
+b ) http : / / www . usa . canon . com / corpoffice / netofficesys / ir 550 / ir 550 spec . html
+canon equipment { ir 600 } > > currently on 45 day backorder
+weblink for machine specifications - - > click below :
+a ) http : / / www . usa . canon . com / corpoffice / netofficesys / ir 600 / ir 600 fea . html
+b ) http : / / www . usa . canon . com / corpoffice / netofficesys / ir 600 / ir 600 spec . html
+toshiba equipment
+55 copies per minute
+weblink for machine specifications - - > click below :
+a ) http : / / www . toshiba . com / taiseid / copiers / 5570 / features . htm
+b ) http : / / www . toshiba . com / taiseid / copiers / 5570 / spec . htm
+65 copies per minute
+weblink for machine specifications - - > click here - - >
+a ) http : / / www . toshiba . com / taiseid / copiers / 6570 / features . htm
+b ) http : / / www . toshiba . com / taiseid / copiers / 6570 / spec . htm
+notes
+here is the pricing spreadsheet for your records : - - >
+the highlighted rows on the spreadsheet reflect you current average monthly
+volume .
+fyi - - > target cpi or cost per image is in the region $ 0 . 017 up to and
+including $ 0 . 023 .
+copier model monthly volume capacities
+model manufacturer max rec / level realistic level { up to }
+toshiba 5570 340 k 115 k
+toshiba 6570 400 k 135 k
+lanier 5255 { per rep . } 200 k 100 k
+lanier 5265 { per rep . } 200 k 100 k
+canon ir 550 200 k 100 k
+canon ir 600 250 k 100 k
+fyi : we currently have a toshiba 6570 @ eb 32 kl that is averaging 69 , 332
+images per month with the top month producing 86 , 673 images and a toshiba
+5570 @ eb 3080 area that is averaging 39 , 309 per month . both of these machines
+are in the enron north america trading environment .
+the copiers quoted are all " digital " .
+digital : scan once print many = 99 copies of one sheet ? 1 scan !
+analog : scan for every image made = 99 copies of 1 sheet ? 99 scans = possible
+noise issue .
+copier speeds = total print time
+this comparison gives the speed @ which the document set is printed
+{ no staple , no 3 - hole punch }
+> > > > > 60 & 65 copy per minute machines > > > > 55 copy per minute machines < < < < <
+please call me with any questions .
+thanks , iain russell @ 713 - 853 - 6861
+contracts supervisor administration
+enron property & services corp .
+privileged / confidential information may be contained in this message . if
+you are not the addressee indicated in this message ( or responsible for
+delivery of the message to such person ) , you may not copy or deliver this
+message to anyone . in such case , you should destroy this message , and
+notify us immediately . if you or your employer does not consent to internet
+email messages of this kind , please advise us immediately . opinions ,
+conclusions and other information expressed in this message are not given
+or endorsed by my department or employer unless otherwise indicated by an
+authorized representative independent of this message .

ham/0042.1999-12-19.kaminski.ham.txt

@@ -0,0 +1,4 @@
+Subject: merry xmas and a happy new year !
+hi all
+merry xmas and a happy new year !
+les .

ham/0043.1999-12-20.kaminski.ham.txt

@@ -0,0 +1,45 @@
+Subject: re : european energy 2000
+vince ,
+i ' ve been invited to speak at the conference below in amsterdam in april .
+this is along with the monte carlo conference a week later which stinson has
+forwarded my name for . both are by eprm , and shouldn ' t take too much time to
+prepare as will be on similar topics to the previous conference at which i
+spoke . should i go to both , or start prioritising these events ?
+ben
+- - - - - - - - - - - - - - - - - - - - - - forwarded by benjamin parsons / lon / ect on 20 / 12 / 99
+17 : 03 - - - - - - - - - - - - - - - - - - - - - - - - - - -
+enron capital & trade resources corp .
+from : " angela adedeji "
+20 / 12 / 99 11 : 57
+please respond to " angela adedeji "
+to : benjamin parsons / lon / ect @ ect
+cc :
+subject : european energy 2000
+dear ben
+re : european energy 2000 , 3 & 4 april , amsterdam
+it is with great pleasure that i enclose details of eprm ' s 3 rd annual
+congress . i would like to invite you to become involved as a speaker on the
+programme and / or on either of the two seminars on modelling power prices and
+var .
+the following sessions are currently available on the main programme :
+- trouble shooting roundtables -
+var
+forward curve
+electricity derivatives
+heding
+- developing and implementing enterprise wide risk management
+- quantifying and minimising operational risk
+unfortunately this project needs to be signed off before christmas . i would
+therefore appreciate receiving a response from at your earliest convenience .
+i hope we can work together on this event and i look forward to hearing from
+you soon .
+kind regards
+angela adedeji
+senior producer , energy conferences & courses
+tel - 0171 484 9886
+fax - 0171 484 9888
+email - aadedeji @ risk . co . uk
+- attl . htm
+- fgrid . doc
+- seminar . doc
+- seminar 2 . doc

ham/0044.1999-12-20.kaminski.ham.txt

@@ -0,0 +1,8 @@
+Subject: p . c .
+we spoke about the p . c . for trisha tlapek .
+location eb 3132 b .
+co . # 0011
+r . c . 100038
+thanks
+kevin moore
+x 34710

ham/0045.1999-12-20.kaminski.ham.txt

@@ -0,0 +1,9 @@
+Subject: flat screens
+hello ,
+please call or contact regarding the other flat screens requested .
+trisha tlapek - eb 3132 b
+michael sergeev - eb 3132 a
+also the sun blocker that was taken away from eb 3131 a .
+trisha should two monitors also michael .
+thanks
+kevin moore

ham/0046.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,22 @@
+Subject: p . c .
+what do i need to do in order to get this
+p . c . early a . m .
+please let me know .
+thanks
+kevin moore
+very important
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 22 / 99 06 : 30
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 20 / 99 11 : 28 am
+to : lyn malina / hou / ect @ ect , shirley crenshaw / hou / ect @ ect , vince j
+kaminski / hou / ect @ ect , mike a roberts / hou / ect @ ect
+cc :
+subject : p . c .
+we spoke about the p . c . for trisha tlapek .
+location eb 3132 b .
+co . # 0011
+r . c . 100038
+thanks
+kevin moore
+x 34710

ham/0047.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,30 @@
+Subject: re : new color printer
+goodmorning lyn ,
+please inform me on the status of the color printer for
+the 19 th floor .
+we need this printer a . s . a . p .
+this printer should be placed where the black and white printer
+is located on the same counter .
+co . 0011
+r . c . 100038
+let me know !
+merry christmas
+kevin moore
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 22 / 99 06 : 23
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 14 / 99 09 : 21 am
+to : lyn malina / hou / ect @ ect
+cc :
+subject : re : new color printer
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 14 / 99 09 : 17
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+kevin g moore
+12 / 14 / 99 08 : 13 am
+to : vince j kaminski / hou / ect @ ect , mike a roberts / hou / ect @ ect
+cc :
+subject : re : new color printer
+yes ! right away , please
+also let me know the e . t . a .
+thanks , lyn
+kevin moore

ham/0048.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,9 @@
+Subject: please approve : application request ( wsmh - 4 esnva )
+security resource request wsmh - 4 esnva has been submitted for your approval .
+to view the request , double click your left mouse button on the notes
+document link below .
+quick steps to approve or reject request form :
+1 . click the button to view details of the requests .
+2 . click the button to approve or reject the requests .
+3 . to edit the request form , double - click anywhere on the form .
+see the online help for instructions or call ect security .

ham/0049.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,3 @@
+Subject: real options for mothballed plant
+i ' m off for my xmas break , so happy holidays to you all !
+steve

ham/0050.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,18 @@
+Subject: ceraweek 2000 update !
+dear ceraweek 2000 registrant ,
+thank you for your recent registration to ceraweek 2000 , cera ' s 19 th annual
+executive conference and related events , february 8 - 10 , 2000 in houston , tx .
+ceraweek 2000 promises to be a premier international event offering senior
+energy executives new ideas , insight , and strategic thinking , as well as
+opportunities for discussion on the major issues facing the global energy
+industries .
+to keep abreast of new speakers and agenda changes , we recommend that you
+visit our website at http : / / www . cera . com / ceraweek / . please note that there
+have been slight changes to the agenda and schedule .
+if you have questions or concerns regarding ceraweek 2000 please contact
+cera registration at register @ cera . com or 800 879 - 2372 ext . 800 ( outside
+the u . s . ( 617 ) 497 - 6446 ext . 800 . )
+we look forward to seeing you in houston .
+sincerely ,
+cera registration
+- attl . htm

ham/0051.1999-12-21.kaminski.ham.txt

@@ -0,0 +1,30 @@
+Subject: re : 12 / 17 churn - - eb 29 to ebl 9
+job done !
+- - - - - - - - - - - - - - - - - - - - - - forwarded by kevin g moore / hou / ect on 12 / 22 / 99 05 : 59
+am - - - - - - - - - - - - - - - - - - - - - - - - - - -
+lupe rodriguez @ enron
+12 / 21 / 99 04 : 08 pm
+to : move - team / epsc / hou / ect @ ect
+cc : kevin g moore / hou / ect @ ect , dolores sustaita / epsc / hou / ect @ ect , janelle
+duree / hou / ect @ ect
+subject : re : 12 / 17 churn - - eb 29 to ebl 9
+i have guys up there now to complete this request . we don " t move the plants
+but we will this time . any thing else just let me know . lupe
+move - team @ ect
+12 / 21 / 99 02 : 26 pm
+sent by : linda richard @ ect
+to : lupe rodriguez / corp / enron @ enron
+cc : kevin g moore / hou / ect @ ect , dolores sustaita / epsc / hou / ect @ ect , janelle
+duree / hou / ect @ ect
+subject : 12 / 17 churn - - eb 29 to ebl 9
+hi lupe !
+there are approximately 25 boxes , several small file cabinets and 2 plants ( a
+3 ft and a 9 ft plant ) that are ready to be moved from 29 to 19 . this is part
+of the 29 th floor 12 / 17 churn .
+the items are located in various offices of the " fishbowl " area on the 29 th
+floor . they are labeled with the 19 th floor designated location .
+there are 2 larger file cabinets that are located in the hallway .
+the 2 plants need to be taken to ebl 944 .
+is there anyway to work this in your schedule on tommorrow ?
+thanks
+linda

ham/0053.1999-12-22.kaminski.ham.txt

@@ -0,0 +1,24 @@
+Subject: re : working gas price model
+vince -
+i have a simplified version of brad ' s model in mind .
+the " no arbitrage " condition equates trading margins across the country .
+costs of transmission rise with congestion on the network . wellhead supply is
+almost completely price - elastic , while burner - tip demand is almost
+completely price inelastic . storage is rationalized as a perpetual call
+option .
+the least time - variant parameters are the costs of injecting and withdrawing
+gas from storage to the pipeline , followed by the costs of delivering gas
+from the wellhead to the pipeline . the intermediate - variant parameters are
+the capacity - dependent costs paid to the pipeline ( above shrinkage ) for
+transmission . the most time - variant parameters are the trading margins and
+the valuations of the storage option .
+there are 8 parameters to be estimated at each major node of the betwork .
+they are identifiable in either of two straightforward ways : using a short
+time series of the last 3 days prices based on the assumed variability
+mentioned above , or point - estimates ( " calibrations " ) using only today ' s data
+based on a node - based model of competition between pipelines where pipes with
+the same region of origination , albeit markedly different terminus , price
+versus capacity similarly , " competing " for outflows .
+i will write this up for you in scientific word and present it to you at your
+earliest convenience .
+clayton

ham/0054.1999-12-22.kaminski.ham.txt

@@ -0,0 +1,22 @@
+Subject: new volatility curve generator for uk power
+we have established a set of power volatility curves down to the efa / monthly
+level of detail that can be marked to market up to 6 years out . beyond this ,
+the volatility decays to what we understand to be the long - term level for
+power volatility , given our understanding of the behaviour of forward prices
+over large time - scales .
+the swaption traders can now fit the first 5 - 6 years of the volatility curve
+to the market - observed baseload swaption implied volatilities ( typically 3 to
+12 months duration for the underlying swap ) and then be in a good position to
+price other swaptions ( including swaptions on individual efa slots )
+consistent with the curve . there may also be an impact on the daily var
+calculation .
+an illustration of the current volatility curves is pasted below : -
+these curves will be reset as the market moves , and allow a mark - to - market
+approach to be followed for our volatility book . the spreadsheet model is
+saved in t : \ readwrte \ elec _ uk \ models \ . xls and also
+attached below for houston staff to review .
+[ stinson - i ' d be grateful if you could offer an opinion / audit to ensure that
+i haven ' t missed anything , thanks . ]
+regards ,
+anjam
+x 35383

ham/0055.1999-12-22.kaminski.ham.txt

@@ -0,0 +1,76 @@
+Subject: re : thank you for the e - mail .
+joe ,
+he is a research assistant of prof . darrell duffie from stanford
+and i met him in this capacity . a very bright fellow .
+i could not assess his commercial skills but he has enough common
+sense to identify the winner ( as his interest in enron demonstrates ) .
+vince
+joseph p hirl @ enron _ development
+12 / 17 / 99 08 : 05 pm
+to : vince j kaminski / hou / ect @ ect
+cc :
+subject : re : thank you for the e - mail .
+vince , thanks for the note and the voice mail this morning . do you have any
+thoughts / comments on this person ' s abilities ?
+joe
+vince j kaminski @ ect
+12 / 18 / 99 07 : 25 am
+to : joseph p hirl / enron _ development @ enron _ development
+cc :
+subject : re : thank you for the e - mail .
+joe ,
+i am forwarding you the information about the student from stanford of
+japanese ancestry interested in enron .
+he lives currently in california .
+vince kaminski
+- - - - - - - - - - - - - - - - - - - - - - forwarded by vince j kaminski / hou / ect on 12 / 17 / 99
+03 : 23 pm - - - - - - - - - - - - - - - - - - - - - - - - - - -
+vince j kaminski
+10 / 20 / 99 07 : 07 am
+to : hoshino @ leland . stanford . edu
+cc : celeste roberts / hou / ect @ ect , vince j kaminski / hou / ect @ ect , greg
+whalley / hou / ect @ ect
+subject : re : thank you for the e - mail .
+taiichi ,
+thank you for your messsage . i shall forward to our analyst / associate
+program and a few other units of enron .
+vince kaminski
+hoshino @ leland . stanford . edu on 10 / 19 / 99 09 : 14 : 05 am
+please respond to hoshino @ leland . stanford . edu
+to : vince j kaminski / hou / ect @ ect , vkaminski @ aol . com
+cc :
+subject : thank you for the e - mail .
+dear vince kaminski
+thank you so much for the kind invitation for the meeting .
+i have been always inspired by and having respect for the
+recent revolutionary achievements of enron in the energy markets
+my former employer mckinsey tokyo in fact featured
+your company * s success in the last quarterly , and it clearly states
+( in japanese though ) that the quantitative research capability at enron
+is now at the world * s top level , which has been always behind the scene .
+i am extremely honored to receive the email from you and in fact
+interested in knowing the opportunity of working in the energy field ;
+however , very unfortunately i will have to come back to japan , or at
+least to the east asian region , upon graduation due to an inevitable
+family reason . my wife * s father passed away recently and an old
+mother - in - law is now left alone without relatives . i understand that
+enron has not yet embarked on the next big project of freeing
+the outdated japanese energy market , ( which by the way i strongly
+hope ) so i may not have a very good chance of making contribution
+at your company right now .
+lastly , if you need a staff in tokyo in some future who understands
+both the risk management analytics at the f 622 level and the local
+language and business custome better than average , please contact
+me any time . i will be happy to assist as much as possible .
+yours sincerely ,
+/ ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~
+taiichi hoshino
+ph . d . candidate
+engineering economic systems & operations research
+graduate school of engineering
+stanford university
+the shadows apt # 171
+750 north shoreline blvd .
+mountain view ca 94043
+tel / fax ) 650 - 960 - 1993
+/ ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~ / ~

ham/0057.1999-12-23.kaminski.ham.txt

@@ -0,0 +1,56 @@
+Subject: gpcm summary 1999
+this has been a great year for rbac and gpcm .
+during the year we have doubled to 10 the number of gpcm licensees .
+this means we ' ve also doubled the number of wonderful people we ' ve trained
+and are supporting .
+and , i sincerely mean it when i say it has been a real pleasure working
+with you all .
+one of the things we stress when we are selling gpcm is that it takes a
+strong commitment on the part of the licensee , a commitment to find skilled
+and dedicated people to make optimal use of this sophisticated tool . and ,
+i ' m happy to report that we have that quality in the gpcm teams we work
+with .
+next year we have some big challenges . we will be converting the system
+from office 97 to office 2000 and will also need to make sure it will run
+in the windows 2000 environment .
+we will be adding new flexibility in defining our transportation zone price
+curves to enable users , especially pipeline users , to test variations of
+pricing strategies for their impacts on basis and utilization .
+we will be adding a capability for modeling future ft contracting .
+we will upgrade our existing database comparison program to allow you to
+select those items you want to have automatically updated in your own
+databases .
+we will continue to work with rdi to improve pipeline and storage
+infrastructure representations , to provide interfaces between gasdat and
+gpcm , and to give you regular optional updates for your own databases .
+we are beginning to plan out a new website dedicated to gpcm licensees ( and
+possibly prospects ) . we have acquired gpcm . rbac . com and gpcm . net for this
+purpose .
+in making these various changes , we look also to you , our existing
+licensees , for enhancement and improvement ideas . we are planning to
+conduct interviews of our licensees during the next 30 - 60 days to find
+out what you like , but also what you would like to see improved , as well as
+some new ideas for gpcm .
+i would like to thank the following people for their contributions to gpcm
+during 1999 .
+o liam leahy for his excellent marketing , sales , and planning support
+o charles carr for his quality work on our website and support with subtle
+visual basic programming issues
+o richard berman for thorough research on design tools and skilled windows
+programming
+o richard mcbride for continuing support and development of his emnet
+optimization program
+o aaron and james brooks for design and production of the powerpoint
+pipeline maps now available in gpcm
+o mike farina and rdi for their continuing improvement of the gpcm data and
+gasdat database
+o gpcm users who have found data bugs and reported them to use so that we
+could get them corrected
+o gpcm users who have suggested new features which would make gpcm a better
+product
+o gpcm users who have given us sales leads during the year
+o gpcm users who have used gpcm to help their companies make better plans
+and decisions , which is , after all , the purpose for which it was designed
+we hope all of you have a wonderful holiday season and look forward to an
+even better year 2000 .
+bob brooks

ham/0059.1999-12-25.kaminski.ham.txt

@@ -0,0 +1,54 @@
+Subject: re : firm power sale from phase i - issues
+vince / vasant ,
+it has been some time since we spoke at the san antonio conference .
+unfortunately , as soon as i got to india i was diagnosed wih a slip disc and
+had to be in bed for a long time .
+in the mean time the team continued to work on the concept of a sale to
+another state out of the dabhol plant . i have developed the concept whereby
+we are now looking at a firm component ( over peak period ) , and an infirm
+power sale during the monsoon .
+the series of quesions and comments from my team in te attachment below
+should help you a bit to get a feel for the proposal . i am currently in
+houston and reachable at 281 - 345 - 9870 . i maybe needing a surgery for the
+slip disc but am currently on medication hoping that surgery won ' t be needed .
+i would like to wis you all a very happy x ' mas and a great new year , and will
+catch you in the new year in houston to discuss this wit you further . i can
+see that soem structuring help will be needed on this , and would like to get
+some help from your end .
+regards ,
+sandeep .
+- - - - - - - - - - - - - - - - - - - - - - forwarded by sandeep kohli / enron _ development on
+12 / 25 / 99 10 : 17 pm - - - - - - - - - - - - - - - - - - - - - - - - - - -
+sandeep kohli
+12 / 25 / 99 10 : 06 pm
+to : rajesh sivaraman / enron _ development
+cc : vivek kejriwal / enron _ development @ enron _ development , shubh
+shrivastava / enron _ development @ enron _ development , anshuman
+subject : re : firm power sale from phase i - issues
+team ,
+please find my comments in the word document attached .
+please go through this and run the sensitivities and get a good idea of way
+to structure thsi . having gone through the comments , i feel that it maybe
+necessary to get some help on the structuring side . i will try to get you
+some structuring expertise asap . in the mean time , i would like you all to
+focus on getting resources together and working this to the next pass .
+lets see where we can get with this .
+regards ,
+sandeep .
+rajesh sivaraman
+12 / 24 / 99 10 : 06 pm
+to : sandeep kohli / enron _ development @ enron _ development
+cc : vivek kejriwal / enron _ development @ enron _ development , shubh
+shrivastava / enron _ development @ enron _ development , anshuman
+subject : firm power sale from phase i - issues
+as discussed , please find enclosed a word document which essentially
+discusses most of the issues involved with a firm power sale of 50 mw from
+phase i , which would have to be sorted out with mseb .
+vivek
+will put the tariff formula in the next mail )
+the tariff structure & the issue list obviously need further refinement ,
+before we discuss it with mseb .
+looking forward to your comments on both the issue list as well as the tariff
+computation .
+regards ,
+rajesh s

ham/0060.1999-12-26.kaminski.ham.txt

@@ -0,0 +1,21 @@
+Subject: research intelligence
+stinson ,
+please , take a look at this memo and forward with changes , if any , to ross
+prevat .
+enron corp . research group publishes weekly newsletter , " research
+intelligence , " available to the internal users on the intranet , at the
+following location : xxx . xxx . xxx . this site contains not only the new issues
+of the newsletter as they become available , but also the archived copies of
+the previous editions .
+each issue of " research intelligence " contains a regular feature called
+technical corner which is devoted to discussion of various quantitative
+techniques that can be applied across different business units of enron .
+i am sending you a binder with the archive copies of the technical corner
+articles . please , review these articles and let us know whether some of the
+techniques discussed in them could find application in your area . we shall be
+glad to use our technical expertise to support your business .
+binders would go to skilling , sutton , hannon , baxter , delainey , bowen , w .
+curry , buy , bowen , overdyke , whalley , shankman , pai , etc . this is a partial
+list . i think we should ask the head of each unit to make recommendations .
+thanks .
+vince

ham/0062.1999-12-27.kaminski.ham.txt

@@ -0,0 +1,12 @@
+Subject: natural gas production
+vince -
+i spoke with roy kass of the energy information agency this morning . apart
+from clarifying the timeliness , or lack thereof , of the published
+state - specific wellhead production estimates , he indicates their scientists
+find severe weather in the fields ( freezes , hurricanes ) to be a far more
+significant issue in production , and in wellhead prices , than is severe
+weather in the northeast , for instance . also , he agrees with you as to there
+being strictly increasing marginal costs in production , there being a rich
+texture of wells in terms of their efficiency , technologies , maintenance and
+investment issues .
+clayton