Alex Day, Soo Kim
Computer Information Science Department
Clarion University of Pennsylvania
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
def summarize(corpus, document):
tfidf_scores = {}
for sentence in document:
tfidf_sum = 0
for word in sentence:
tfidf_sum += tf-idf(word, document, corpus)
tfidf_scores[sentence] = tfidf_sum / len(sentence.split(" "))
return sorted(tfidf_scores.items(), key=lambda x: x[1])
0.33
0.25
0.01
0.5
0.33
0.25
0.01
0.5
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
def textrank(document):
g = Graph()
for sentence in document:
g.add_node(sentence)
for node in g:
for node2 in g:
if node is not node2:
sent1 = sent2vec(node)
sent2 = sent2vec(node2)
g.set_weight(node, node2, cosine_similarity(sent1, sent2))
return sorted(g, key=lambda x: sum([node.weight for node in x.neighbors]))
- On the contrary, passengers themselves must pay.
- Whaling voyage by one ishmael.”
- For to go as a passenger you must needs have a purse, and a purse is but a rag unless you have something in it. - Why upon your first voyage as a passenger, did you yourself feel such a mystical vibration, when first told that you and your ship were now out of sight of land?
- Right and left, the streets take you waterward.
-Deep into distant woodlands winds a mazy way, reaching to overlapping spurs of mountains bathed in their hill-side blue.
- Why did the poor poet of tennessee, upon suddenly receiving two handfuls of silver, deliberate whether to buy him a coat, which he sadly needed, or invest his money in a pedestrian trip to rockaway beach?
- Well, then, however the old sea-captains may order me about
– however they may thump and punch me about, I have the satisfaction of knowing that it is all right; that everybody else is one way or other served in much the same way
- New crop sales were also light and all to open ports with June/July going at 1,850 and 1,880 dlrs and at 35 and 45 dlrs under New York july, Aug/Sept at 1,870, 1,875 and 1,880 dlrs per tonne FOB.
- March/April sold at 4,340, 4,345 and 4,350 dlrs. - April/May butter went at 2.27 times New York May, June/July at 4,400 and 4,415 dlrs, Aug/Sept at 4,351 to 4,450 dlrs and at 2.27 and 2.28 times New York Sept and Oct/Dec at 4,480 dlrs and 2.27 times New York Dec, Comissaria Smith said.
- Cake sales were registered at 785 to 995 dlrs for March/April, 785 dlrs for May, 753 dlrs for Aug and 0.39 times New York Dec for Oct/Dec.
- There are doubts as to how much of this cocoa would be fit for export as shippers are now experiencing difficulties in obtaining +Bahia superior+ certificates.
- March/April sold at 4,340, 4,345 and 4,350 dlrs.
- April/May butter went at 2.27 times New York May, June/July at 4,400 and 4,415 dlrs, Aug/Sept at 4,351 to 4,450 dlrs and at 2.27 and 2.28 times New York Sept and Oct/Dec at 4,480 dlrs and 2.27 times New York Dec, Comissaria Smith said.
- Cake sales were registered at 785 to 995 dlrs for March/April, 785 dlrs for May, 753 dlrs for Aug and 0.39 times New York Dec for Oct/Dec.
- I will just be saying MY home or MY driveway so I don’t have to keep typing ”my parent’s driveway” or ”my parent’s home” over and over.
- My parent’s neighbor’s kid (a very immature 20 year old) has a beater he leaves parked in front of my parent’s front yard.
- Now the parents are retaliating too. They finally moved the beater, but only to move their cars from the driveway to taking up the two spaces in front of our yard adjacent to their driveway.
- The one car parked just enough to have the front poking into our driveway.
- TLDR - neighbors parked all their cars in front of my parents home and wont move them, only rearrange them.
- These neighbors moved in a year or two ago and have made life so uncomfortable for my parents they are actually talking about selling their home to move, their marriage home with ALL the memories.
- He has it parked in the middle so that it takes up ALL the space and no one can park on either side of it without blocking a driveway.
- I assumed mom would just tell ’Billy, go move your dang car’ or something and it would be taken care of. - I get the dad yelling at me to go away and get off his property as the mom (from another room) starts bellowing about how I did NOT just tell her how to parent and he can do whatever he wants and to heck with me and my parents.