Libraries / R Setup
- In this section, include the libraries you need for the R questions.
##r chunk
#devtools::install_github("bradleyboehmke/harrypotter")
library(harrypotter)
##pick one of the harrypotter books to analyze with your POS text
##https://github.com/bradleyboehmke/harrypotter check out the options
##load it using data(book title)
#data("prisoner_of_azkaban")
rdata<-head(prisoner_of_azkaban)
- In this section, include import functions to load the packages you will use for Python.
- Also transfer your
book_data from R into Python.
##python chunk
#import spacy
#import pandas as pd
#import nltk
#nlp=spacy.load('en_core_web_sm')
#import en_core_web_sm
#nlp = en_core_web_sm.load()
pdata=r.rdata[1]
pdata
## '\u3000\u3000AUNT MARGE\'S BIG MISTAKE\u3000\u3000Harry went down to breakfast the next morning to find the three Dursleys already sitting around the kitchen table. They were watching a brand-new television, a welcome-home-for-the-summer present for Dudley, who had been complaining loudly about the long walk between the fridge and the television in the living room. Dudley had spent most of the summer in the kitchen, his piggy little eyes fixed on the screen and his five chins wobbling as he ate continually.\u3000\u3000Harry sat down between Dudley and Uncle Vernon, a large, beefy man with very little neck and a lot of mustache. Far from wishing Harry a happy birthday, none of the Dursleys made any sign that they had noticed Harry enter the room, but Harry was far too used to this to care. He helped himself to a piece of toast and then looked up at the reporter on the television, who was halfway through a report on an escaped convict:\u3000\u3000"... The public is warned that Black is armed and extremely dangerous. A special hot line has been set up, and any sighting of Black should be reported immediately."\u3000\u3000"No need to tell us he\'s no good," snorted Uncle Vernon, staring over the top of his newspaper at the prisoner. "Look at the state of him, the filthy layabout! Look at his hair!"\u3000\u3000He shot a nasty look sideways at Harry, whose untidy hair had always been a source of great annoyance to Uncle Vernon. Compared to the man on the television, however, whose gaunt face was surrounded by a matted, elbow-length tangle, Harry felt very well groomed indeed.\u3000\u3000The reporter had reappeared.\u3000\u3000"The Ministry of Agriculture and Fisheries will announce today --"\u3000\u3000"Hang on!" barked Uncle Vernon, staring furiously at the reporter. "You didn\'t tell us where that maniac\'s escaped from! \\What use is that? Lunatic could be coming up the street right now!"\u3000\u3000Aunt Petunia, who was bony and horse-faced, whipped around and peered intently out of the kitchen window. Harry knew Aunt Petunia would simply love to be the one to call the hot line number. She was the nosiest woman in the world and spent most of her life spying on the boring, law-abiding neighbors.\u3000\u3000"When will they learn," said Uncle Vernon, pounding the table with his large purple fist, "that hanging\'s the only way to deal with these people?"\u3000\u3000"Very true," said Aunt Petunia, who was still squinting into next door\'s runner beans.\u3000\u3000Uncle Vernon drained his teacup, glanced at his watch, and added, "I\'d better be off in a minute, Petunia. Marge\'s train gets in at ten."\u3000\u3000Harry, whose thoughts had been upstairs with the Broomstick Servicing Kit, was brought back to earth with an unpleasant bump.\u3000\u3000"Aunt Marge?" he blurted out. "Sh -- she\'s not coming here, is she?"\u3000\u3000Aunt Marge was Uncle Vernon\'s sister. Even though she was not a blood relative of Harry\'s (whose mother had been Aunt Petunia\'s sister), he had been forced to call her "Aunt" all his life. Aunt Marge lived in the country, in a house with a large garden, where she bred bulldogs. She didn\'t often stay at Privet Drive, because she couldn\'t bear to leave her precious dogs, but each of her visits stood out horribly vividly in Harry\'s mind.\u3000\u3000At Dudley\'s fifth birthday party, Aunt Margo had whacked Harry around the shins with her walking stick to stop him from beating Dudley at musical statues. A few years later, she had turned up at Christmas with a computerized robot for Dudley and a box of dog biscuits for Harry. On her last visit, the year before Harry started at Hogwarts, Harry had accidentally trodden on the tail of her favorite dog. Ripper had chased Harry out into the garden and up a tree, and Aunt Marge had refused to call him off until past midnight. The memory of this incident still brought tears of laughter to Dudley\'s eyes.\u3000\u3000"Marge\'ll be here for a week," Uncle Vernon snarled, 11 and while we\'re on the subject" -- he pointed a fat finger threateningly at Harry -- "we need to get a few things straight before I go and collect her."\u3000\u3000Dudley smirked and withdrew his gaze from the television. Watching Harry being bullied by Uncle Vernon was Dudley\'s favorite form of entertainment.\u3000\u3000"Firstly," growled Uncle Vernon, "you\'ll keep a civil tongue in your head when you\'re talking to Marge."\u3000\u3000"All right," said Harry bitterly, "if she does when she\'s talking to me.\u3000\u3000"Secondly," said Uncle Vernon, acting as though he had not heard Harry\'s reply, "as Marge doesn\'t know anything about your abnormality, I don\'t want any -- any funny stuff while she\'s here.\u3000\u3000You behave yourself, got me?"\u3000\u3000"I will if she does," said Harry through gritted teeth.\u3000\u3000"And thirdly," said Uncle Vernon, his mean little eyes now slits in his great purple face, "we\'ve told Marge you attend St. Brutus\'s Secure Center for Incurably Criminal Boys."\u3000\u3000"What?" Harry yelled.\u3000\u3000"And you\'ll be sticking to that story, boy, or there\'ll be trouble, spat Uncle Vernon.\u3000\u3000Harry sat there, white-faced and furious, staring at Uncle Vernon, hardly able to believe it. Aunt Marge coming for a weeklong visit -- it was the worst birthday present the Dursleys had ever given him, including that pair of Uncle Vernon\'s old socks.\u3000\u3000"Well, Petunia," said Uncle Vernon, getting heavily to his feet, "I\'ll be off to the station, then. Want to come along for the ride, Dudders?"\u3000\u3000"No," said Dudley, whose attention had returned to the television now that Uncle Vernon had finished threatening Harry.\u3000\u3000"Duddy\'s got to make himself smart for his auntie," said Aunt Petunia, smoothing Dudley\'s thick blond hair. "Mummy\'s bought him a lovely new bow tie."\u3000\u3000Uncle Vernon clapped Dudley on his porky shoulder. "See you in a bit, then," he said, and he left the kitchen.\u3000\u3000Harry, who had been sitting in a kind of horrified trance, had a sudden idea. Abandoning his toast, he got quickly to his feet and followed Uncle Vernon to the front door.\u3000\u3000Uncle Vernon was pulling on his car coat.\u3000\u3000"I\'m not taking you," he snarled as he turned to see Harry watching him.\u3000\u3000"Like I wanted to come," said Harry coldly. "I want to ask you something."\u3000\u3000Uncle Vernon eyed him suspiciously.\u3000\u3000"Third years at Hog -- at my school are allowed to visit the village sometimes," said Harry.\u3000\u3000"So?" snapped Uncle Vernon, taking his car keys from a hook next to the door.\u3000\u3000"I need you to sign the permission form," said Harry in a rush.\u3000\u3000"And why should I do that?" sneered Uncle Vernon.\u3000\u3000"Well," said Harry, choosing his words carefully, "it\'ll be hard work, pretending to Aunt Marge I go to that St. Whatsits --"\u3000\u3000"St. Brutus\'s Secure Center for Incurably Criminal Boys!" bellowed Uncle Vernon, and Harry was pleased to hear a definite note of panic in Uncle Vernon\'s voice.\u3000\u3000"Exactly," said Harry, looking calmly up into Uncle Vernon\'s large, purple face. "It\'s a lot to remember. I\'ll have to make it sound convincing, won\'t I? What if I accidentally let something slip?"\u3000\u3000"You\'ll get the stuffing knocked out of you, won\'t you?" roared Uncle Vernon, advancing on Harry with his fist raised. But Harry stood his ground.\u3000\u3000"Knocking the stuffing out of me won\'t make Aunt Marge forget what I could tell her," he said grimly.\u3000\u3000Uncle Vernon stopped, his fist still raised, his face an ugly puce.\u3000\u3000"But if you sign my permission form," Harry went on quickly, "I swear I\'ll remember where I\'m supposed to go to school, and I\'ll act like a Mug -- like I\'m normal and everything."\u3000\u3000Harry could tell that Uncle Vernon was thinking it over, even if his teeth were bared and a vein was throbbing in his temple.\u3000\u3000"Right," he snapped finally. "I shall monitor your behavior carefully during Marge\'s visit. If, at the end of it, you\'ve toed the line and kept to the story, I\'ll sign your ruddy form."\u3000\u3000He wheeled around, pulled open the front door, and slammed it so hard that one of the little panes of glass at the top fell out.\u3000\u3000Harry didn\'t return to the kitchen. He went back upstairs to his bedroom. If he was going to act like a real Muggle, he\'d better start now. Slowly and sadly he gathered up all his presents and his birthday cards and hid them under the loose floorboard with his homework. Then he went to Hedwig\'s cage. Errol seemed to have recovered; he and Hedwig were both asleep, heads under their wings. Harry sighed, then poked them both awake.\u3000\u3000"Hedwig," he said gloomily, "you\'re going to have to clear off for a week. Go with Errol. Ron\'ll look after you. I\'ll write him a note, explaining. And don\'t look at me like that" -- Hedwig\'s large amber eyes were reproachful -- "it\'s not my fault. It\'s the only way I\'ll be allowed to visit Hogsmeade with Ron and Hermione."\u3000\u3000Ten minutes later, Errol and Hedwig (who had a note to Ron bound to her leg) soared out of the window and out of sight. Harry, now feeling thoroughly miserable, put the empty cage away inside the wardrobe.\u3000\u3000But Harry didn\'t have long to brood. In next to no time, Aunt Petunia was shrieking up the stairs for Harry to come down and get ready to welcome their guest.\u3000\u3000"Do something about your hair!" Aunt Petunia snapped as he reached the hall.\u3000\u3000Harry couldn\'t see the point of trying to make his hair lie flat. Aunt Marge loved criticizing him, so the untidier he looked, the happier she would be.\u3000\u3000All too soon, there was a crunch of gravel outside as Uncle Vernon\'s car pulled back into the driveway, then the clunk of the car doors and footsteps on the garden path.\u3000\u3000"Get the door!" Aunt Petunia hissed at Harry.\u3000\u3000A feeling of great gloom in his stomach, Harry pulled the door open.\u3000\u3000On the threshold stood Aunt Marge. She was very like Uncle Vernon: large, beefy, and purple- faced, she even had a mustache, though not as bushy as his. In one hand she held an enormous suitcase, and tucked under the other was an old and evil-tempered bulldog.\u3000\u3000"Where\'s my Dudders?" roared Aunt Marge. "Where\'s my neffy-poo?"\u3000\u3000Dudley came waddling down the hall, his blond hair plastered flat to his fat head, a bow tie just visible under his many chins. Aunt Marge thrust the suitcase into Harry\'s stomach, knocking the wind out of him, seized Dudley in a tight one-armed hug, and planted a large kiss on his cheek.\u3000\u3000Harry knew perfectly well that Dudley only put up with Aunt Marge\'s hugs because he was well paid for it, and sure enough, when they broke apart, Dudley had a crisp twenty-pound note clutched in his fat fist.\u3000\u3000"Petunia!" shouted Aunt Marge, striding past Harry as though he was a hat stand. Aunt Marge and Aunt Petunia kissed, or rather, Aunt Marge bumped her large jaw against Aunt Petunia\'s bony cheekbone.\u3000\u3000Uncle Vernon now came in, smiling jovially as he shut the door.\u3000\u3000"Tea, Marge?" he said. "And what will Ripper take?"\u3000\u3000"Ripper can have some tea out of my saucer," said Aunt Marge as they all proceeded into the kitchen, leaving Harry alone in the hall with the suitcase. But Harry wasn\'t complaining; any excuse not to be with Aunt Marge was fine by him, so he began to heave the case upstairs into the spare bedroom, taking as long as he could.\u3000\u3000By the time he got back to the kitchen, Aunt Marge had been supplied with tea and fruitcake, and Ripper was lapping noisily in the corner. Harry saw Aunt Petunia wince slightly as specks of tea and drool flecked her clean floor. Aunt Petunia hated animals.\u3000\u3000"Who\'s looking after the other dogs, Marge?" Uncle Vernon asked.\u3000\u3000"Oh, I\'ve got Colonel Fubster managing them," boomed Aunt Marge. "He\'s retired now, good for him to have something to do. But I couldn\'t leave poor old Ripper. He pines if he\'s away from me."\u3000\u3000Ripper began to growl again as Harry sat down. This directed Aunt Marge\'s attention to Harry for the first time.\u3000\u3000"So!" she barked. "Still here, are you?"\u3000\u3000"Yes," said Harry.\u3000\u3000"Don\'t you say yes\' in that ungrateful tone," Aunt Marge growled. "It\'s damn good of Vernon and Petunia to keep you. Wouldn\'t have done it myself. You\'d have gone straight to an orphanage if you\'d been dumped on my doorstep."\u3000\u3000Harry was bursting to say that he\'d rather live in an orphanage than with the Dursleys, but the thought of the Hogsmeade form stopped him. He forced his face into a painful smile.\u3000\u3000"Don\'t you smirk at me!" boomed Aunt Marge. "I can see you haven\'t improved since I last saw you. I hoped school would knock some manners into you." She took a large gulp of tea, wiped her mustache, and said, "Where is it that you send him, again, Vernon?"\u3000\u3000"St. Brutus\'s," said Uncle Vernon promptly. "It\'s a first-rate institution for hopeless cases."\u3000\u3000"I see," said Aunt Marge. "Do they use the cane at St. Brutus\'s, boy?" she barked across the table.\u3000\u3000"Er --"\u3000\u3000Uncle Vernon nodded curtly behind Aunt Marge\'s back.\u3000\u3000"Yes," said Harry. Then, feeling he might as well do the thing properly, he added, "all the time."\u3000\u3000"Excellent," said Aunt Marge. "I won\'t have this namby-pamby, wishy-washy nonsense about not hitting people who deserve it. A good thrashing is what\'s needed in ninety-nine cases out of a hundred. Have you been beaten often?"\u3000\u3000"Oh, yeah," said Harry, "loads of times."\u3000\u3000Aunt Marge narrowed her eyes.\u3000\u3000"I still don\'t like your tone, boy," she said. "If you can speak of your beatings in that casual way, they clearly aren\'t hitting you hard enough. Petunia, I\'d write if I were you. Make it clear that you approve the use of extreme force in this boy\'s case."\u3000\u3000Perhaps Uncle Vernon was worried that Harry might forget their bargain; in any case, he changed the subject abruptly.\u3000\u3000"Heard the news this morning, Marge? What about that escaped prisoner, eh?"\u3000\u3000As Aunt Marge started to make herself at home, Harry caught himself thinking almost longingly of life at number four without her. Uncle Vernon and Aunt Petunia usually encouraged Harry to stay out of their way, which Harry was only too happy to do. Aunt Marge, on the other hand, wanted Harry under her eye at all times, so that she could boom out suggestions for his improvement. She delighted in comparing Harry with Dudley, and took huge pleasure in buying Dudley expensive presents while glaring at Harry, as though daring him to ask why he hadn\'t got a present too. She also kept throwing out dark hints about what made Harry such an unsatisfactory person.\u3000\u3000"You mustn\'t blame yourself for the way the boy\'s turned out, Vernon," she said over lunch on the third day. "If there\'s something rotten on the inside, there\'s nothing anyone can do about it."\u3000\u3000Harry tried to concentrate on his food, but his hands shook and his face was starting to burn with anger. Remember the form, he told himself Think about Hogsmeade. Don\'t say anything. Don\'t rise\u3000\u3000Aunt Marge reached for her glass of wine.\u3000\u3000"It\'s one of the basic rules of breeding," she said. "You see it all the time with dogs. If there\'s something wrong with the bitch, there\'ll be something wrong with the pup --"\u3000\u3000At that moment, the wineglass Aunt Marge was holding exploded in her hand. Shards of glass flew in every direction and Aunt Marge sputtered and blinked, her great ruddy face dripping.\u3000\u3000"Marge!" squealed Aunt Petunia. "Marge, are you all right?"\u3000\u3000"Not to worry," grunted Aunt Marge, mopping her face with her napkin. "Must have squeezed it too hard. Did the same thing at Colonel Fubster\'s the other day. No need to fuss, Petunia, I have a very firm grip..."\u3000\u3000But Aunt Petunia and Uncle Vernon were both looking at Harry suspiciously, so he decided he\'d better skip dessert and escape from the table as soon as he could.\u3000\u3000Outside in the hall, he leaned against the wall, breathing deeply It had been a long time since he\'d lost control and made something explode. He couldn\'t afford to let it happen again. The Hogsmeade form wasn\'t the only thing at stake -- if he carried on like that, he\'d be in trouble with the Ministry of Magic.\u3000\u3000Harry was still an underage wizard, and he was forbidden by wizard law to do magic outside school. His record wasn\'t exactly clean either. Only last summer he\'d gotten an official warning that had stated quite clearly that if the Ministry got wind of any more magic in Privet Drive, Harry would face expulsion from Hogwarts.\u3000\u3000He heard the Dursleys leaving the table and hurried upstairs out of the way.\u3000\u3000Harry got through the next three days by forcing himself to think about his Handbook of Do-It-Yourself Broomcare whenever Aunt Marge started on him. This worked quite well, though it seemed to give him a glazed look, because Aunt Marge started voicing the opinion that he was mentally subnormal.\u3000\u3000At last, at long last, the final evening of Marge\'s stay arrived. Aunt Petunia cooked a fancy dinner and Uncle Vernon uncorked several bottles of wine. They got all the way through the soup and the salmon without a single mention of Harry\'s faults; during the lemon meringue pie, Uncle Vernon bored them A with a long talk about Grunnings, his drill-making company; then Aunt Petunia made coffee and Uncle Vernon brought out a bottle of brandy.\u3000\u3000"Can I tempt you, Marge?"\u3000\u3000Aunt Marge had already had quite a lot of wine. Her huge face was very red.\u3000\u3000"Just a small one, then," she chuckled. "A bit more than that... and a bit more... that\'s the ticket."\u3000\u3000Dudley was eating his fourth slice of pie. Aunt Petunia was sipping coffee with her little finger sticking out. Harry really wanted to disappear into his bedroom, but he met Uncle Vernon\'s angry little eyes and knew he would have to sit it out.\u3000\u3000"Aah," said Aunt Marge, smacking her lips and putting the empty brandy glass back down. "Excellent nosh, Petunia. It\'s normally just a fry-up for me of an evening, with twelve dogs to look after...." She burped richly and patted her great tweed stomach. "Pardon me. But I do like to see a healthy-sized boy," she went on, winking at Dudley. "You\'ll be a proper-sized man, Dudders, like your father. Yes, I\'ll have a spot more brandy, Vernon...."\u3000\u3000"Now, this one here --"\u3000\u3000She jerked her head at Harry, who felt his stomach clench. The Handbook, he thought quickly.\u3000\u3000"This one\'s got a mean, runty look about him. You get that with dogs. I had Colonel Fubster drown one last year. Ratty little thing it was- Weak. Underbred."\u3000\u3000Harry was trying to remember page twelve of his book: A Charm to Cure Reluctant Reversers. "It all comes down to blood, as I was saying the other day.\u3000\u3000Bad blood will out. Now, I\'m saying nothing against your family, Petunia" she patted Aunt Petunia\'s bony hand with her shovellike one "but your sister was a bad egg. They turn up in the best families. Then she ran off with a wastrel and here\'s the result right in front of us."\u3000\u3000Harry was staring at his plate, a funny ringing in his ears. Grasp your broom firmly by the tail, he thought. But he couldn\'t remember what came next. Aunt Marge\'s voice seemed to be boring into him like one of Uncle Vernon\'s drills.\u3000\u3000"This Potter, 5) said Aunt Marge loudly, seizing the brandy bottle and splashing more into her glass and over the tablecloth, "you never told me what he did?"\u3000\u3000Uncle Vernon and Aunt Petunia were looking extremely tense. Dudley had even looked up from his pie to gape at his parents.\u3000\u3000"He -- didn\'t work," said Uncle Vernon, with half a glance at Harry. "Unemployed."\u3000\u3000"As I expected!" said Aunt Marge, taking a huge swig of brandy and wiping her chin on her sleeve. "A no-account, good-for-nothing, lazy scrounger who --"\u3000\u3000"He was not," said Harry suddenly. The table went very quiet. Harry was shaking all over. He had never felt so angry in his life.\u3000\u3000"MORE BRANDY!" yelled Uncle Vernon, who had gone very white. He emptied the bottle into Aunt Marge\'s glass. "You, boy," he snarled at Harry. "Go to bed, go on --"\u3000\u3000"No, Vernon," hiccuped Aunt Marge, holding up a hand, her tiny bloodshot eyes fixed on Harry\'s. "Go on, boy, go on. Proud of your parents, are you? They go and get themselves killed in a car crash (drunk, I expect) --"\u3000\u3000\'They didn\'t die in a car crash!" said Harry, who found himself on his feet.\u3000\u3000"They died in a car crash, you nasty little liar, and left you to be a burden on their decent, hardworking relatives!" screamed Aunt Marge, swelling with fury. "You are an insolent, ungrateful little --"\u3000\u3000But Aunt Marge suddenly stopped speaking. For a moment, it looked as though words had failed her. She seemed to be swelling with inexpressible anger -- but the swelling didn\'t stop. Her great red face started to expand, her tiny eyes bulged, and her mouth stretched too tightly for speech -- next second, several buttons had just burst from her tweed jacket and pinged off the walls -- she was inflating like a monstrous balloon, her stomach bursting free of her tweed waistband, each of her fingers blowing up like a salami --\u3000\u3000"MARGE!" yelled Uncle Vernon and Aunt Petunia together as Aunt Marge\'s whole body began to rise off her chair toward the ceiling. She was entirely round, now, like a vast life buoy with piggy eyes, and her hands and feet stuck out weirdly as she drifted up into the air, making apoplectic popping noises. Ripper came skidding into the room, barking madly.\u3000\u3000"NOOOOOOO!"\u3000\u3000Uncle Vernon seized one of Marge\'s feet and tried to pull her down again, but was almost lifted from the floor himself. A second later, Ripper leapt forward and sank his teeth into Uncle Vernon\'s leg.\u3000\u3000Harry tore from the dining room before anyone could stop him, heading for the cupboard under the stairs. The cupboard door burst magically open as he reached it. In seconds, he had heaved his trunk to the front door. He sprinted upstairs and threw himself under the bed, wrenching up the loose floorboard, and grabbed the pillowcase full of his books and birthday presents. He wriggled out, seized Hedwig\'s empty cage, and dashed back downstairs to his trunk, just as Uncle Vernon burst out of the dining room, his trouser leg in bloody tatters.\u3000\u3000"COME BACK IN HERE!" he bellowed. "COME BACK AND PUT HER RIGHT!"\u3000\u3000But a reckless rage had come over Harry. He kicked his trunk open, pulled out his wand, and pointed it at Uncle Vernon.\u3000\u3000"She deserved it," Harry said, breathing very fast. "She deserved what she got. You keep away from me."\u3000\u3000He fumbled behind him for the latch on the door.\u3000\u3000"I\'m going," Harry said. "I\'ve had enough."\u3000\u3000And in the next moment, he was out in the dark, quiet street, heaving his heavy trunk behind him, Hedwig\'s cage under his arm.\u3000'
Tagger Package
- Use the
tagger package to tag your chosen book and print out the first chapter only (i.e., row 1 of the book you chose).
- Use the universal tag set and plot options to see what the most common parts of speech are for your chapter.
- What are the top two most common parts of speech?
##r chunk
#devtools::install_github("trinker/tagger")
#devtools::install_github("trinker/termco")
#devtools::install_github("trinker/coreNLPsetup")
#install.packages("qdap")
library(rJava)
library(tagger)
rdata_tag=tag_pos(rdata[1])
##Check the percentage of parts
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
tag_pos(prisoner_of_azkaban[1])%>%plot()
##The most common part is NN, the top two most common parts of the chapter are NN and IN
RDR POS Tagger
- Create an English language model that tags for part of speech.
- Tag your first book chapter for part of speech.
##r chunk
#library(qdap)
#r_tagger<-pos(prisoner_of_azkaban[1])
#r_tagger$POStagged
library(RDRPOSTagger)
library(rJava)
create_tagger <- rdr_model(language = "English", annotation = "POS")
rdr_pos(create_tagger, x = rdata[1])
## doc_id token_id token pos
## 1 d1 1 OWL NN
## 2 d1 2 POST Harry NNP
## 3 d1 3 Potter NNP
## 4 d1 4 was VBD
## 5 d1 5 a DT
## 6 d1 6 highly RB
## 7 d1 7 unusual JJ
## 8 d1 8 boy NN
## 9 d1 9 in IN
## 10 d1 10 many JJ
## 11 d1 11 ways NNS
## 12 d1 12 . .
## 13 d1 13 For IN
## 14 d1 14 one CD
## 15 d1 15 thing NN
## 16 d1 16 , ,
## 17 d1 17 he PRP
## 18 d1 18 hated VBN
## 19 d1 19 the DT
## 20 d1 20 summer NN
## 21 d1 21 holidays NNS
## 22 d1 22 more JJR
## 23 d1 23 than IN
## 24 d1 24 any DT
## 25 d1 25 other JJ
## 26 d1 26 time NN
## 27 d1 27 of IN
## 28 d1 28 year NN
## 29 d1 29 . .
## 30 d1 30 For IN
## 31 d1 31 another DT
## 32 d1 32 , ,
## 33 d1 33 he PRP
## 34 d1 34 really RB
## 35 d1 35 wanted VBD
## 36 d1 36 to TO
## 37 d1 37 do VBP
## 38 d1 38 his PRP$
## 39 d1 39 homework NN
## 40 d1 40 but CC
## 41 d1 41 was VBD
## 42 d1 42 forced VBN
## 43 d1 43 to TO
## 44 d1 44 do VBP
## 45 d1 45 it PRP
## 46 d1 46 in IN
## 47 d1 47 secret JJ
## 48 d1 48 , ,
## 49 d1 49 in IN
## 50 d1 50 the DT
## 51 d1 51 dead JJ
## 52 d1 52 of IN
## 53 d1 53 night NN
## 54 d1 54 . .
## 55 d1 55 And CC
## 56 d1 56 he PRP
## 57 d1 57 also RB
## 58 d1 58 happened VBD
## 59 d1 59 to TO
## 60 d1 60 be VB
## 61 d1 61 a DT
## 62 d1 62 wizard NNP
## 63 d1 63 . .
## 64 d1 64 It NN
## 65 d1 65 was VBD
## 66 d1 66 nearly RB
## 67 d1 67 midnight NN
## 68 d1 68 , ,
## 69 d1 69 and CC
## 70 d1 70 he PRP
## 71 d1 71 was VBD
## 72 d1 72 lying VBG
## 73 d1 73 on IN
## 74 d1 74 his PRP$
## 75 d1 75 stomach VB
## 76 d1 76 in IN
## 77 d1 77 bed NN
## 78 d1 78 , ,
## 79 d1 79 the DT
## 80 d1 80 blankets NNS
## 81 d1 81 drawn VBN
## 82 d1 82 right NN
## 83 d1 83 over IN
## 84 d1 84 his PRP$
## 85 d1 85 head NN
## 86 d1 86 like IN
## 87 d1 87 a DT
## 88 d1 88 tent NN
## 89 d1 89 , ,
## 90 d1 90 a DT
## 91 d1 91 flashlight NN
## 92 d1 92 in IN
## 93 d1 93 one CD
## 94 d1 94 hand NN
## 95 d1 95 and CC
## 96 d1 96 a DT
## 97 d1 97 large JJ
## 98 d1 98 leather NN
## 99 d1 99 - :
## 100 d1 100 bound VBN
## 101 d1 101 book NN
## 102 d1 102 (A NN
## 103 d1 103 History NN
## 104 d1 104 of IN
## 105 d1 105 Magic NNP
## 106 d1 106 by IN
## 107 d1 107 Bathilda NNP
## 108 d1 108 Bagshot) NNP
## 109 d1 109 propped VBD
## 110 d1 110 open JJ
## 111 d1 111 against IN
## 112 d1 112 the DT
## 113 d1 113 pillow NN
## 114 d1 114 . .
## 115 d1 115 Harry NNP
## 116 d1 116 moved VBD
## 117 d1 117 the DT
## 118 d1 118 tip NN
## 119 d1 119 of IN
## 120 d1 120 his PRP$
## 121 d1 121 eagle NNP
## 122 d1 122 - :
## 123 d1 123 feather NN
## 124 d1 124 quill NNP
## 125 d1 125 down RB
## 126 d1 126 the DT
## 127 d1 127 page NN
## 128 d1 128 , ,
## 129 d1 129 frowning VBG
## 130 d1 130 as IN
## 131 d1 131 he PRP
## 132 d1 132 looked VBD
## 133 d1 133 for IN
## 134 d1 134 something NN
## 135 d1 135 that IN
## 136 d1 136 would MD
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## 138 d1 138 him PRP
## 139 d1 139 write VB
## 140 d1 140 his PRP$
## 141 d1 141 essay NN
## 142 d1 142 , ,
## 143 d1 143 '' ''
## 144 d1 144 Burning NN
## 145 d1 145 in IN
## 146 d1 146 the DT
## 147 d1 147 Fourteenth JJ
## 148 d1 148 Century NNP
## 149 d1 149 Was VBD
## 150 d1 150 Completely RB
## 151 d1 151 Pointless JJ
## 152 d1 152 discuss VB
## 153 d1 153 . .
## 154 d1 154 '' ''
## 155 d1 155 quill NNP
## 156 d1 156 paused VBD
## 157 d1 157 at IN
## 158 d1 158 the DT
## 159 d1 159 top JJ
## 160 d1 160 of IN
## 161 d1 161 a DT
## 162 d1 162 likely JJ
## 163 d1 163 - :
## 164 d1 164 looking VBG
## 165 d1 165 paragraph NN
## 166 d1 166 . .
## 167 d1 167 Harry NNP
## 168 d1 168 Pushed VBN
## 169 d1 169 his PRP$
## 170 d1 170 round NN
## 171 d1 171 glasses NNS
## 172 d1 172 up RP
## 173 d1 173 the DT
## 174 d1 174 bridge NN
## 175 d1 175 of IN
## 176 d1 176 his PRP$
## 177 d1 177 nose NN
## 178 d1 178 , ,
## 179 d1 179 moved VBD
## 180 d1 180 his PRP$
## 181 d1 181 flashlight NN
## 182 d1 182 closer JJR
## 183 d1 183 to TO
## 184 d1 184 the DT
## 185 d1 185 book NN
## 186 d1 186 , ,
## 187 d1 187 and CC
## 188 d1 188 read VB
## 189 d1 189 : :
## 190 d1 190 Non NN
## 191 d1 191 - :
## 192 d1 192 magic JJ
## 193 d1 193 people NNS
## 194 d1 194 (more NNP
## 195 d1 195 commonly RB
## 196 d1 196 known VBN
## 197 d1 197 as IN
## 198 d1 198 Muggles) NNP
## 199 d1 199 were VBD
## 200 d1 200 particularly RB
## 201 d1 201 afraid JJ
## 202 d1 202 of IN
## 203 d1 203 magic JJ
## 204 d1 204 in IN
## 205 d1 205 medieval NN
## 206 d1 206 times NNS
## 207 d1 207 , ,
## 208 d1 208 but CC
## 209 d1 209 not RB
## 210 d1 210 very RB
## 211 d1 211 good JJ
## 212 d1 212 at IN
## 213 d1 213 recognizing VBG
## 214 d1 214 it PRP
## 215 d1 215 . .
## 216 d1 216 On IN
## 217 d1 217 the DT
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## 219 d1 219 occasion VB
## 220 d1 220 that IN
## 221 d1 221 they PRP
## 222 d1 222 did VBD
## 223 d1 223 catch VB
## 224 d1 224 a DT
## 225 d1 225 real JJ
## 226 d1 226 witch NN
## 227 d1 227 or CC
## 228 d1 228 wizard NNP
## 229 d1 229 , ,
## 230 d1 230 burning NN
## 231 d1 231 had VBD
## 232 d1 232 no DT
## 233 d1 233 effect NN
## 234 d1 234 whatsoever RB
## 235 d1 235 . .
## 236 d1 236 The DT
## 237 d1 237 witch NN
## 238 d1 238 or CC
## 239 d1 239 wizard NNP
## 240 d1 240 would MD
## 241 d1 241 perform VB
## 242 d1 242 a DT
## 243 d1 243 basic JJ
## 244 d1 244 Flame NN
## 245 d1 245 Freezing NN
## 246 d1 246 Charm NN
## 247 d1 247 and CC
## 248 d1 248 then RB
## 249 d1 249 pretend VB
## 250 d1 250 to TO
## 251 d1 251 shriek NNP
## 252 d1 252 with IN
## 253 d1 253 pain NN
## 254 d1 254 while IN
## 255 d1 255 enjoying VBG
## 256 d1 256 a DT
## 257 d1 257 gentle JJ
## 258 d1 258 , ,
## 259 d1 259 tickling VBG
## 260 d1 260 sensation NN
## 261 d1 261 . .
## 262 d1 262 Indeed RB
## 263 d1 263 , ,
## 264 d1 264 Wendelin NNP
## 265 d1 265 the DT
## 266 d1 266 Weird JJ
## 267 d1 267 enjoyed VBN
## 268 d1 268 being VBG
## 269 d1 269 burned VBN
## 270 d1 270 so RB
## 271 d1 271 much JJ
## 272 d1 272 that IN
## 273 d1 273 she PRP
## 274 d1 274 allowed VBN
## 275 d1 275 herself PRP
## 276 d1 276 to TO
## 277 d1 277 be VB
## 278 d1 278 caught VBN
## 279 d1 279 no DT
## 280 d1 280 less JJR
## 281 d1 281 than IN
## 282 d1 282 fortyseven CD
## 283 d1 283 times NNS
## 284 d1 284 in IN
## 285 d1 285 various JJ
## 286 d1 286 disguises NNS
## 287 d1 287 . .
## 288 d1 288 Harry NNP
## 289 d1 289 put VB
## 290 d1 290 his PRP$
## 291 d1 291 quill NNP
## 292 d1 292 between IN
## 293 d1 293 his PRP$
## 294 d1 294 teeth NNS
## 295 d1 295 and CC
## 296 d1 296 reached VBN
## 297 d1 297 underneath IN
## 298 d1 298 his PRP$
## 299 d1 299 pillow NN
## 300 d1 300 for IN
## 301 d1 301 his PRP$
## 302 d1 302 ink NN
## 303 d1 303 bottle NN
## 304 d1 304 and CC
## 305 d1 305 a DT
## 306 d1 306 roll NN
## 307 d1 307 of IN
## 308 d1 308 parchment NN
## 309 d1 309 . .
## 310 d1 310 Slowly RB
## 311 d1 311 and CC
## 312 d1 312 very RB
## 313 d1 313 carefully RB
## 314 d1 314 he PRP
## 315 d1 315 unscrewed VBN
## 316 d1 316 the DT
## 317 d1 317 ink NN
## 318 d1 318 bottle NN
## 319 d1 319 , ,
## 320 d1 320 dipped VBD
## 321 d1 321 his PRP$
## 322 d1 322 quill NNP
## 323 d1 323 into IN
## 324 d1 324 it PRP
## 325 d1 325 , ,
## 326 d1 326 and CC
## 327 d1 327 began VBD
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## 329 d1 329 write VB
## 330 d1 330 , ,
## 331 d1 331 pausing VBG
## 332 d1 332 every DT
## 333 d1 333 now RB
## 334 d1 334 and CC
## 335 d1 335 then RB
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## 337 d1 337 listen VB
## 338 d1 338 , ,
## 339 d1 339 because IN
## 340 d1 340 if IN
## 341 d1 341 any DT
## 342 d1 342 of IN
## 343 d1 343 the DT
## 344 d1 344 Dursleys NNS
## 345 d1 345 heard VBN
## 346 d1 346 the DT
## 347 d1 347 scratching VBG
## 348 d1 348 of IN
## 349 d1 349 his PRP$
## 350 d1 350 quill NNP
## 351 d1 351 on IN
## 352 d1 352 their PRP$
## 353 d1 353 way NN
## 354 d1 354 to TO
## 355 d1 355 the DT
## 356 d1 356 bathroom NN
## 357 d1 357 , ,
## 358 d1 358 he'd NN
## 359 d1 359 probably RB
## 360 d1 360 find VB
## 361 d1 361 himself PRP
## 362 d1 362 locked VBN
## 363 d1 363 in IN
## 364 d1 364 the DT
## 365 d1 365 cupboard NN
## 366 d1 366 under IN
## 367 d1 367 the DT
## 368 d1 368 stairs NNS
## 369 d1 369 for IN
## 370 d1 370 the DT
## 371 d1 371 rest NN
## 372 d1 372 of IN
## 373 d1 373 the DT
## 374 d1 374 summer NN
## 375 d1 375 . .
## 376 d1 376 The NNP
## 377 d1 377 Dursley NNP
## 378 d1 378 family NN
## 379 d1 379 of IN
## 380 d1 380 number NN
## 381 d1 381 four CD
## 382 d1 382 , ,
## 383 d1 383 Privet NN
## 384 d1 384 Drive NNP
## 385 d1 385 , ,
## 386 d1 386 was VBD
## 387 d1 387 the DT
## 388 d1 388 reason NN
## 389 d1 389 that IN
## 390 d1 390 Harry NNP
## 391 d1 391 never RB
## 392 d1 392 enjoyed VBN
## 393 d1 393 his PRP$
## 394 d1 394 summer NN
## 395 d1 395 holidays NNS
## 396 d1 396 . .
## 397 d1 397 Uncle NNP
## 398 d1 398 Vernon NNP
## 399 d1 399 , ,
## 400 d1 400 Aunt NNP
## 401 d1 401 Petunia NNP
## 402 d1 402 , ,
## 403 d1 403 and CC
## 404 d1 404 their PRP$
## 405 d1 405 son NN
## 406 d1 406 , ,
## 407 d1 407 Dudley NNP
## 408 d1 408 , ,
## 409 d1 409 were VBD
## 410 d1 410 Harry's NNP
## 411 d1 411 only RB
## 412 d1 412 living VBG
## 413 d1 413 relatives NNS
## 414 d1 414 . .
## 415 d1 415 They PRP
## 416 d1 416 were VBD
## 417 d1 417 Muggles VBZ
## 418 d1 418 , ,
## 419 d1 419 and CC
## 420 d1 420 they PRP
## 421 d1 421 had VBD
## 422 d1 422 a DT
## 423 d1 423 very RB
## 424 d1 424 medieval NN
## 425 d1 425 attitude NN
## 426 d1 426 toward IN
## 427 d1 427 magic JJ
## 428 d1 428 . .
## 429 d1 429 Harry's NNP
## 430 d1 430 dead JJ
## 431 d1 431 parents NNS
## 432 d1 432 , ,
## 433 d1 433 who WP
## 434 d1 434 had VBD
## 435 d1 435 been VBN
## 436 d1 436 a DT
## 437 d1 437 witch NN
## 438 d1 438 and CC
## 439 d1 439 wizard NNP
## 440 d1 440 themselves PRP
## 441 d1 441 , ,
## 442 d1 442 were VBD
## 443 d1 443 never RB
## 444 d1 444 mentioned VBN
## 445 d1 445 under IN
## 446 d1 446 the DT
## 447 d1 447 Dursleys' NNP
## 448 d1 448 roof NN
## 449 d1 449 For IN
## 450 d1 450 years NNS
## 451 d1 451 , ,
## 452 d1 452 Aunt NNP
## 453 d1 453 Petunia NNP
## 454 d1 454 and CC
## 455 d1 455 Uncle NNP
## 456 d1 456 Vernon NNP
## 457 d1 457 had VBD
## 458 d1 458 hoped VBN
## 459 d1 459 that IN
## 460 d1 460 if IN
## 461 d1 461 they PRP
## 462 d1 462 kept VBD
## 463 d1 463 Harry NNP
## 464 d1 464 as IN
## 465 d1 465 downtrodden JJ
## 466 d1 466 as IN
## 467 d1 467 possible JJ
## 468 d1 468 , ,
## 469 d1 469 they PRP
## 470 d1 470 would MD
## 471 d1 471 be VB
## 472 d1 472 able JJ
## 473 d1 473 to TO
## 474 d1 474 squash NN
## 475 d1 475 the DT
## 476 d1 476 magic JJ
## 477 d1 477 out RP
## 478 d1 478 of IN
## 479 d1 479 him PRP
## 480 d1 480 . .
## 481 d1 481 To TO
## 482 d1 482 their PRP$
## 483 d1 483 fury NN
## 484 d1 484 , ,
## 485 d1 485 they PRP
## 486 d1 486 had VBD
## 487 d1 487 been VBN
## 488 d1 488 unsuccessful JJ
## 489 d1 489 . .
## 490 d1 490 These DT
## 491 d1 491 days NNS
## 492 d1 492 they PRP
## 493 d1 493 lived VBD
## 494 d1 494 in IN
## 495 d1 495 terror NN
## 496 d1 496 of IN
## 497 d1 497 anyone NN
## 498 d1 498 finding VBG
## 499 d1 499 out RP
## 500 d1 500 that IN
## 501 d1 501 Harry NNP
## 502 d1 502 had VBD
## 503 d1 503 spent VBD
## 504 d1 504 most JJS
## 505 d1 505 of IN
## 506 d1 506 the DT
## 507 d1 507 last JJ
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## 509 d1 509 years NNS
## 510 d1 510 at IN
## 511 d1 511 Hogwarts NNS
## 512 d1 512 School NNP
## 513 d1 513 of IN
## 514 d1 514 Witchcraft NN
## 515 d1 515 and CC
## 516 d1 516 Wizardry JJ
## 517 d1 517 . .
## 518 d1 518 The DT
## 519 d1 519 most JJS
## 520 d1 520 they PRP
## 521 d1 521 could MD
## 522 d1 522 do VBP
## 523 d1 523 , ,
## 524 d1 524 however RB
## 525 d1 525 , ,
## 526 d1 526 was VBD
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## 528 d1 528 lock VB
## 529 d1 529 away RB
## 530 d1 530 Harry's NNP
## 531 d1 531 spellbooks NNS
## 532 d1 532 , ,
## 533 d1 533 wand NNP
## 534 d1 534 , ,
## 535 d1 535 cauldron NNP
## 536 d1 536 , ,
## 537 d1 537 and CC
## 538 d1 538 broomstick NN
## 539 d1 539 at IN
## 540 d1 540 the DT
## 541 d1 541 start VB
## 542 d1 542 of IN
## 543 d1 543 the DT
## 544 d1 544 summer NN
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## 546 d1 546 , ,
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## 549 d1 549 him PRP
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## 554 d1 554 neighbors NNS
## 555 d1 555 . .
## 556 d1 556 This NNP
## 557 d1 557 separation NN
## 558 d1 558 from IN
## 559 d1 559 his PRP$
## 560 d1 560 spellbooks NNS
## 561 d1 561 had VBD
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## 563 d1 563 a DT
## 564 d1 564 real JJ
## 565 d1 565 problem NN
## 566 d1 566 for IN
## 567 d1 567 Harry NNP
## 568 d1 568 , ,
## 569 d1 569 because IN
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## 571 d1 571 teachers NNS
## 572 d1 572 at IN
## 573 d1 573 Hogwarts NNS
## 574 d1 574 had VBD
## 575 d1 575 given VBN
## 576 d1 576 him PRP
## 577 d1 577 a DT
## 578 d1 578 lot NN
## 579 d1 579 of IN
## 580 d1 580 holiday NN
## 581 d1 581 work NN
## 582 d1 582 . .
## 583 d1 583 One CD
## 584 d1 584 of IN
## 585 d1 585 the DT
## 586 d1 586 essays NNS
## 587 d1 587 , ,
## 588 d1 588 a DT
## 589 d1 589 particularly RB
## 590 d1 590 nasty JJ
## 591 d1 591 one CD
## 592 d1 592 about IN
## 593 d1 593 shrinking VBG
## 594 d1 594 potions NNS
## 595 d1 595 , ,
## 596 d1 596 was VBD
## 597 d1 597 for IN
## 598 d1 598 Harry's NNP
## 599 d1 599 least JJS
## 600 d1 600 favorite JJ
## 601 d1 601 teacher NN
## 602 d1 602 , ,
## 603 d1 603 Professor NNP
## 604 d1 604 Snape NN
## 605 d1 605 , ,
## 606 d1 606 who WP
## 607 d1 607 would MD
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## 609 d1 609 delighted JJ
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## 612 d1 612 an DT
## 613 d1 613 excuse NN
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## 615 d1 615 give VB
## 616 d1 616 Harry NNP
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## 619 d1 619 a DT
## 620 d1 620 month NN
## 621 d1 621 . .
## 622 d1 622 Harry NNP
## 623 d1 623 had VBD
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## 626 d1 626 his PRP$
## 627 d1 627 chance NN
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## 629 d1 629 the DT
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## 635 d1 635 . .
## 636 d1 636 While IN
## 637 d1 637 Uncle NNP
## 638 d1 638 Vernon NNP
## 639 d1 639 , ,
## 640 d1 640 Aunt NNP
## 641 d1 641 Petunia NNP
## 642 d1 642 , ,
## 643 d1 643 and CC
## 644 d1 644 Dudley NNP
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## 646 d1 646 gone VBN
## 647 d1 647 out RP
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## 649 d1 649 the DT
## 650 d1 650 front NN
## 651 d1 651 garden NN
## 652 d1 652 to TO
## 653 d1 653 admire NNP
## 654 d1 654 Uncle NNP
## 655 d1 655 Vernon's NNP
## 656 d1 656 new JJ
## 657 d1 657 company NN
## 658 d1 658 car NN
## 659 d1 659 (in NN
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## 661 d1 661 loud JJ
## 662 d1 662 voices NNS
## 663 d1 663 , ,
## 664 d1 664 so RB
## 665 d1 665 that IN
## 666 d1 666 the DT
## 667 d1 667 rest NN
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## 669 d1 669 the DT
## 670 d1 670 street NN
## 671 d1 671 would MD
## 672 d1 672 notice NN
## 673 d1 673 it PRP
## 674 d1 674 too) NN
## 675 d1 675 , ,
## 676 d1 676 Harry NNP
## 677 d1 677 had VBD
## 678 d1 678 crept VBN
## 679 d1 679 downstairs NNS
## 680 d1 680 , ,
## 681 d1 681 picked VBD
## 682 d1 682 the DT
## 683 d1 683 lock VB
## 684 d1 684 on IN
## 685 d1 685 the DT
## 686 d1 686 cupboard NN
## 687 d1 687 under IN
## 688 d1 688 the DT
## 689 d1 689 stairs NNS
## 690 d1 690 , ,
## 691 d1 691 grabbed VBD
## 692 d1 692 some DT
## 693 d1 693 of IN
## 694 d1 694 his PRP$
## 695 d1 695 books NNS
## 696 d1 696 , ,
## 697 d1 697 and CC
## 698 d1 698 hidden VBN
## 699 d1 699 them PRP
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## 702 d1 702 bedroom JJ
## 703 d1 703 . .
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## 705 d1 705 long JJ
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## 707 d1 707 he PRP
## 708 d1 708 didn't NN
## 709 d1 709 leave VB
## 710 d1 710 spots NNS
## 711 d1 711 of IN
## 712 d1 712 ink NN
## 713 d1 713 on IN
## 714 d1 714 the DT
## 715 d1 715 sheets NNS
## 716 d1 716 , ,
## 717 d1 717 the DT
## 718 d1 718 Dursleys NNS
## 719 d1 719 need VBP
## 720 d1 720 never RB
## 721 d1 721 know VB
## 722 d1 722 that IN
## 723 d1 723 he PRP
## 724 d1 724 was VBD
## 725 d1 725 studying VBG
## 726 d1 726 magic JJ
## 727 d1 727 by IN
## 728 d1 728 night NN
## 729 d1 729 . .
## 730 d1 730 Harry NNP
## 731 d1 731 was VBD
## 732 d1 732 particularly RB
## 733 d1 733 keen JJ
## 734 d1 734 to TO
## 735 d1 735 avoid VB
## 736 d1 736 trouble NN
## 737 d1 737 with IN
## 738 d1 738 his PRP$
## 739 d1 739 aunt NN
## 740 d1 740 and CC
## 741 d1 741 uncle NN
## 742 d1 742 at IN
## 743 d1 743 the DT
## 744 d1 744 moment NN
## 745 d1 745 , ,
## 746 d1 746 as IN
## 747 d1 747 they PRP
## 748 d1 748 were VBD
## 749 d1 749 already RB
## 750 d1 750 in IN
## 751 d1 751 an DT
## 752 d1 752 especially RB
## 753 d1 753 bad JJ
## 754 d1 754 mood NN
## 755 d1 755 with IN
## 756 d1 756 him PRP
## 757 d1 757 , ,
## 758 d1 758 all DT
## 759 d1 759 because IN
## 760 d1 760 he'd NN
## 761 d1 761 received VBD
## 762 d1 762 a DT
## 763 d1 763 telephone NN
## 764 d1 764 call VB
## 765 d1 765 from IN
## 766 d1 766 a DT
## 767 d1 767 fellow JJ
## 768 d1 768 wizard NNP
## 769 d1 769 one CD
## 770 d1 770 week NN
## 771 d1 771 into IN
## 772 d1 772 the DT
## 773 d1 773 school NN
## 774 d1 774 vacation NN
## 775 d1 775 . .
## 776 d1 776 Ron NN
## 777 d1 777 Weasley NNP
## 778 d1 778 , ,
## 779 d1 779 who WP
## 780 d1 780 was VBD
## 781 d1 781 one CD
## 782 d1 782 of IN
## 783 d1 783 Harry's NNP
## 784 d1 784 best JJS
## 785 d1 785 friends NNS
## 786 d1 786 at IN
## 787 d1 787 Hogwarts NNS
## 788 d1 788 , ,
## 789 d1 789 came VBD
## 790 d1 790 from IN
## 791 d1 791 a DT
## 792 d1 792 whole JJ
## 793 d1 793 family NN
## 794 d1 794 of IN
## 795 d1 795 wizards NNS
## 796 d1 796 . .
## 797 d1 797 This DT
## 798 d1 798 meant VBN
## 799 d1 799 that IN
## 800 d1 800 he PRP
## 801 d1 801 knew VBD
## 802 d1 802 a DT
## 803 d1 803 lot NN
## 804 d1 804 of IN
## 805 d1 805 things NNS
## 806 d1 806 Harry NNP
## 807 d1 807 didn't NN
## 808 d1 808 , ,
## 809 d1 809 but CC
## 810 d1 810 had VBD
## 811 d1 811 never RB
## 812 d1 812 used VBN
## 813 d1 813 a DT
## 814 d1 814 telephone NN
## 815 d1 815 before IN
## 816 d1 816 . .
## 817 d1 817 Most JJS
## 818 d1 818 unluckily RB
## 819 d1 819 , ,
## 820 d1 820 it PRP
## 821 d1 821 had VBD
## 822 d1 822 been VBN
## 823 d1 823 Uncle NNP
## 824 d1 824 Vernon NNP
## 825 d1 825 who WP
## 826 d1 826 had VBD
## 827 d1 827 answered VBN
## 828 d1 828 the DT
## 829 d1 829 call VB
## 830 d1 830 . .
## 831 d1 831 '' ''
## 832 d1 832 Dursley NNP
## 833 d1 833 speaking VBG
## 834 d1 834 . .
## 835 d1 835 '' ''
## 836 d1 836 , ,
## 837 d1 837 who WP
## 838 d1 838 happened VBD
## 839 d1 839 to TO
## 840 d1 840 be VB
## 841 d1 841 in IN
## 842 d1 842 the DT
## 843 d1 843 room NN
## 844 d1 844 at IN
## 845 d1 845 the DT
## 846 d1 846 time NN
## 847 d1 847 , ,
## 848 d1 848 froze VBD
## 849 d1 849 as IN
## 850 d1 850 he PRP
## 851 d1 851 heard VBN
## 852 d1 852 Ron's NNP
## 853 d1 853 voice NN
## 854 d1 854 answer NN
## 855 d1 855 . .
## 856 d1 856 '' ''
## 857 d1 857 ? .
## 858 d1 858 HELLO UH
## 859 d1 859 ? .
## 860 d1 860 CAN MD
## 861 d1 861 YOU PRP
## 862 d1 862 HEAR VB
## 863 d1 863 ME PRP
## 864 d1 864 ? .
## 865 d1 865 I PRP
## 866 d1 866 - :
## 867 d1 867 - :
## 868 d1 868 WANT VBP
## 869 d1 869 - :
## 870 d1 870 - :
## 871 d1 871 TO TO
## 872 d1 872 - :
## 873 d1 873 - :
## 874 d1 874 TALK NNP
## 875 d1 875 - :
## 876 d1 876 - :
## 877 d1 877 TO TO
## 878 d1 878 - :
## 879 d1 879 - :
## 880 d1 880 HARRY NNP
## 881 d1 881 - :
## 882 d1 882 - :
## 883 d1 883 POTTER NN
## 884 d1 884 ! .
## 885 d1 885 '' ''
## 886 d1 886 was VBD
## 887 d1 887 yelling VBG
## 888 d1 888 so RB
## 889 d1 889 loudly RB
## 890 d1 890 that IN
## 891 d1 891 Uncle NNP
## 892 d1 892 Vernon NNP
## 893 d1 893 jumped VBD
## 894 d1 894 and CC
## 895 d1 895 held VBN
## 896 d1 896 the DT
## 897 d1 897 receiver NN
## 898 d1 898 a DT
## 899 d1 899 foot NN
## 900 d1 900 away RB
## 901 d1 901 from IN
## 902 d1 902 his PRP$
## 903 d1 903 ear NN
## 904 d1 904 , ,
## 905 d1 905 staring VBG
## 906 d1 906 at IN
## 907 d1 907 it PRP
## 908 d1 908 with IN
## 909 d1 909 an DT
## 910 d1 910 expression NN
## 911 d1 911 of IN
## 912 d1 912 mingled VBN
## 913 d1 913 fury NN
## 914 d1 914 and CC
## 915 d1 915 alarm NN
## 916 d1 916 . .
## 917 d1 917 '' ''
## 918 d1 918 IS VBZ
## 919 d1 919 THIS DT
## 920 d1 920 ? .
## 921 d1 921 '' ''
## 922 d1 922 he PRP
## 923 d1 923 roared VBN
## 924 d1 924 in IN
## 925 d1 925 the DT
## 926 d1 926 direction NN
## 927 d1 927 of IN
## 928 d1 928 the DT
## 929 d1 929 mouthpiece NN
## 930 d1 930 . .
## 931 d1 931 '' ''
## 932 d1 932 ARE VBP
## 933 d1 933 YOU PRP
## 934 d1 934 ? .
## 935 d1 935 '' ''
## 936 d1 936 - :
## 937 d1 937 - :
## 938 d1 938 WEASLEY NNP
## 939 d1 939 ! .
## 940 d1 940 '' ''
## 941 d1 941 Ron NNP
## 942 d1 942 bellowed VBN
## 943 d1 943 back RB
## 944 d1 944 , ,
## 945 d1 945 as IN
## 946 d1 946 though IN
## 947 d1 947 he PRP
## 948 d1 948 and CC
## 949 d1 949 Uncle NNP
## 950 d1 950 Vernon NNP
## 951 d1 951 were VBD
## 952 d1 952 speaking VBG
## 953 d1 953 from IN
## 954 d1 954 opposite JJ
## 955 d1 955 ends VBZ
## 956 d1 956 of IN
## 957 d1 957 a DT
## 958 d1 958 football NN
## 959 d1 959 field NN
## 960 d1 960 . .
## 961 d1 961 '' ''
## 962 d1 962 - :
## 963 d1 963 - :
## 964 d1 964 A DT
## 965 d1 965 - :
## 966 d1 966 - :
## 967 d1 967 FRIEND NN
## 968 d1 968 - :
## 969 d1 969 - :
## 970 d1 970 OF IN
## 971 d1 971 - :
## 972 d1 972 - :
## 973 d1 973 HARRY'S NNP
## 974 d1 974 - :
## 975 d1 975 - :
## 976 d1 976 FROM IN
## 977 d1 977 - :
## 978 d1 978 - :
## 979 d1 979 SCHOOL NN
## 980 d1 980 - :
## 981 d1 981 - :
## 982 d1 982 '' ''
## 983 d1 983 Vernon's NNP
## 984 d1 984 small JJ
## 985 d1 985 eyes NNS
## 986 d1 986 swiveled VBN
## 987 d1 987 around IN
## 988 d1 988 to TO
## 989 d1 989 Harry NNP
## 990 d1 990 , ,
## 991 d1 991 who WP
## 992 d1 992 was VBD
## 993 d1 993 rooted VBN
## 994 d1 994 to TO
## 995 d1 995 the DT
## 996 d1 996 spot NN
## 997 d1 997 . .
## 998 d1 998 '' ''
## 999 d1 999 IS VBZ
## 1000 d1 1000 NO DT
## 1001 d1 1001 HARRY NNP
## 1002 d1 1002 POTTER NN
## 1003 d1 1003 HERE RB
## 1004 d1 1004 ! .
## 1005 d1 1005 '' ''
## 1006 d1 1006 he PRP
## 1007 d1 1007 roared VBN
## 1008 d1 1008 , ,
## 1009 d1 1009 now RB
## 1010 d1 1010 holding VBG
## 1011 d1 1011 the DT
## 1012 d1 1012 receiver NN
## 1013 d1 1013 at IN
## 1014 d1 1014 arm's NN
## 1015 d1 1015 length NN
## 1016 d1 1016 , ,
## 1017 d1 1017 as IN
## 1018 d1 1018 though IN
## 1019 d1 1019 frightened VBN
## 1020 d1 1020 it PRP
## 1021 d1 1021 might MD
## 1022 d1 1022 explode VB
## 1023 d1 1023 . .
## 1024 d1 1024 '' ''
## 1025 d1 1025 DON'T NNP
## 1026 d1 1026 KNOW VB
## 1027 d1 1027 WHAT WDT
## 1028 d1 1028 SCHOOL NN
## 1029 d1 1029 YOURE NNP
## 1030 d1 1030 TALKING VBG
## 1031 d1 1031 ABOUT IN
## 1032 d1 1032 ! .
## 1033 d1 1033 NEVER RB
## 1034 d1 1034 CONTACT NN
## 1035 d1 1035 ME PRP
## 1036 d1 1036 AGAIN RB
## 1037 d1 1037 ! .
## 1038 d1 1038 DON'T NNP
## 1039 d1 1039 YOU PRP
## 1040 d1 1040 COME VB
## 1041 d1 1041 NEAR IN
## 1042 d1 1042 MY PRP$
## 1043 d1 1043 FAMILY NN
## 1044 d1 1044 ! .
## 1045 d1 1045 '' ''
## 1046 d1 1046 he PRP
## 1047 d1 1047 threw VBD
## 1048 d1 1048 the DT
## 1049 d1 1049 receiver NN
## 1050 d1 1050 back RB
## 1051 d1 1051 onto IN
## 1052 d1 1052 the DT
## 1053 d1 1053 telephone NN
## 1054 d1 1054 as IN
## 1055 d1 1055 if IN
## 1056 d1 1056 dropping VBG
## 1057 d1 1057 a DT
## 1058 d1 1058 poisonous JJ
## 1059 d1 1059 spider NN
## 1060 d1 1060 . .
## 1061 d1 1061 The NNP
## 1062 d1 1062 fight NN
## 1063 d1 1063 that IN
## 1064 d1 1064 had VBD
## 1065 d1 1065 followed VBN
## 1066 d1 1066 had VBD
## 1067 d1 1067 been VBN
## 1068 d1 1068 one CD
## 1069 d1 1069 of IN
## 1070 d1 1070 the DT
## 1071 d1 1071 worst JJS
## 1072 d1 1072 ever RB
## 1073 d1 1073 . .
## 1074 d1 1074 '' ''
## 1075 d1 1075 DARE MD
## 1076 d1 1076 YOU PRP
## 1077 d1 1077 GIVE VBP
## 1078 d1 1078 THIS DT
## 1079 d1 1079 NUMBER NN
## 1080 d1 1080 TO TO
## 1081 d1 1081 PEOPLE NNS
## 1082 d1 1082 LIKE IN
## 1083 d1 1083 - :
## 1084 d1 1084 - :
## 1085 d1 1085 PEOPLE NNS
## 1086 d1 1086 LIKE IN
## 1087 d1 1087 YOU PRP
## 1088 d1 1088 ! .
## 1089 d1 1089 '' ''
## 1090 d1 1090 Uncle NNP
## 1091 d1 1091 Vernon NNP
## 1092 d1 1092 had VBD
## 1093 d1 1093 roared VBN
## 1094 d1 1094 , ,
## 1095 d1 1095 spraying VBG
## 1096 d1 1096 Harry NNP
## 1097 d1 1097 with IN
## 1098 d1 1098 spit NN
## 1099 d1 1099 . .
## 1100 d1 1100 Ron NN
## 1101 d1 1101 obviously RB
## 1102 d1 1102 realized VBD
## 1103 d1 1103 that IN
## 1104 d1 1104 he'd NN
## 1105 d1 1105 gotten VBN
## 1106 d1 1106 Harry NNP
## 1107 d1 1107 into IN
## 1108 d1 1108 trouble NN
## 1109 d1 1109 , ,
## 1110 d1 1110 because IN
## 1111 d1 1111 he PRP
## 1112 d1 1112 hadn't NN
## 1113 d1 1113 called VBN
## 1114 d1 1114 again RB
## 1115 d1 1115 . .
## 1116 d1 1116 Harry's NNP
## 1117 d1 1117 other JJ
## 1118 d1 1118 best JJS
## 1119 d1 1119 friend NN
## 1120 d1 1120 from IN
## 1121 d1 1121 Hogwarts NNS
## 1122 d1 1122 , ,
## 1123 d1 1123 Hermione NN
## 1124 d1 1124 Granger NNP
## 1125 d1 1125 , ,
## 1126 d1 1126 hadn't NN
## 1127 d1 1127 been VBN
## 1128 d1 1128 in IN
## 1129 d1 1129 touch NN
## 1130 d1 1130 either CC
## 1131 d1 1131 . .
## 1132 d1 1132 Harry NNP
## 1133 d1 1133 suspected VBN
## 1134 d1 1134 that IN
## 1135 d1 1135 Ron NNP
## 1136 d1 1136 had VBD
## 1137 d1 1137 warned VBD
## 1138 d1 1138 Hermione NN
## 1139 d1 1139 not RB
## 1140 d1 1140 to TO
## 1141 d1 1141 call VB
## 1142 d1 1142 , ,
## 1143 d1 1143 which WDT
## 1144 d1 1144 was VBD
## 1145 d1 1145 a DT
## 1146 d1 1146 pity NN
## 1147 d1 1147 , ,
## 1148 d1 1148 because IN
## 1149 d1 1149 Hermione NN
## 1150 d1 1150 , ,
## 1151 d1 1151 the DT
## 1152 d1 1152 cleverest NN
## 1153 d1 1153 witch NN
## 1154 d1 1154 in IN
## 1155 d1 1155 Harry's NNP
## 1156 d1 1156 year NN
## 1157 d1 1157 , ,
## 1158 d1 1158 had VBD
## 1159 d1 1159 Muggle VB
## 1160 d1 1160 parents NNS
## 1161 d1 1161 , ,
## 1162 d1 1162 knew VBD
## 1163 d1 1163 perfectly RB
## 1164 d1 1164 well RB
## 1165 d1 1165 how WRB
## 1166 d1 1166 to TO
## 1167 d1 1167 use NN
## 1168 d1 1168 a DT
## 1169 d1 1169 telephone NN
## 1170 d1 1170 , ,
## 1171 d1 1171 and CC
## 1172 d1 1172 would MD
## 1173 d1 1173 probably RB
## 1174 d1 1174 have VBP
## 1175 d1 1175 had VBD
## 1176 d1 1176 enough RB
## 1177 d1 1177 sense NN
## 1178 d1 1178 not RB
## 1179 d1 1179 to TO
## 1180 d1 1180 say VBP
## 1181 d1 1181 that IN
## 1182 d1 1182 she PRP
## 1183 d1 1183 went VBD
## 1184 d1 1184 to TO
## 1185 d1 1185 Hogwarts NNS
## 1186 d1 1186 . .
## 1187 d1 1187 So NN
## 1188 d1 1188 Harry NNP
## 1189 d1 1189 had VBD
## 1190 d1 1190 had VBD
## 1191 d1 1191 no DT
## 1192 d1 1192 word NN
## 1193 d1 1193 from IN
## 1194 d1 1194 any DT
## 1195 d1 1195 of IN
## 1196 d1 1196 his PRP$
## 1197 d1 1197 wizarding VBG
## 1198 d1 1198 friends NNS
## 1199 d1 1199 for IN
## 1200 d1 1200 five CD
## 1201 d1 1201 long JJ
## 1202 d1 1202 weeks NNS
## 1203 d1 1203 , ,
## 1204 d1 1204 and CC
## 1205 d1 1205 this DT
## 1206 d1 1206 summer NN
## 1207 d1 1207 was VBD
## 1208 d1 1208 turning VBG
## 1209 d1 1209 out RP
## 1210 d1 1210 to TO
## 1211 d1 1211 be VB
## 1212 d1 1212 almost RB
## 1213 d1 1213 as IN
## 1214 d1 1214 bad JJ
## 1215 d1 1215 as IN
## 1216 d1 1216 the DT
## 1217 d1 1217 last JJ
## 1218 d1 1218 one CD
## 1219 d1 1219 . .
## 1220 d1 1220 There EX
## 1221 d1 1221 was VBD
## 1222 d1 1222 just RB
## 1223 d1 1223 one CD
## 1224 d1 1224 very RB
## 1225 d1 1225 small JJ
## 1226 d1 1226 improvement NN
## 1227 d1 1227 - :
## 1228 d1 1228 - :
## 1229 d1 1229 after IN
## 1230 d1 1230 swearing NN
## 1231 d1 1231 that IN
## 1232 d1 1232 he PRP
## 1233 d1 1233 wouldn't NN
## 1234 d1 1234 use NN
## 1235 d1 1235 her PRP$
## 1236 d1 1236 to TO
## 1237 d1 1237 send VB
## 1238 d1 1238 letters NNS
## 1239 d1 1239 to TO
## 1240 d1 1240 any DT
## 1241 d1 1241 of IN
## 1242 d1 1242 his PRP$
## 1243 d1 1243 friends NNS
## 1244 d1 1244 , ,
## 1245 d1 1245 Harry NNP
## 1246 d1 1246 had VBD
## 1247 d1 1247 been VBN
## 1248 d1 1248 allowed VBN
## 1249 d1 1249 to TO
## 1250 d1 1250 let VB
## 1251 d1 1251 his PRP$
## 1252 d1 1252 owl NN
## 1253 d1 1253 , ,
## 1254 d1 1254 Hedwig NNP
## 1255 d1 1255 , ,
## 1256 d1 1256 out RP
## 1257 d1 1257 at IN
## 1258 d1 1258 night NN
## 1259 d1 1259 . .
## 1260 d1 1260 Uncle NNP
## 1261 d1 1261 Vernon NNP
## 1262 d1 1262 had VBD
## 1263 d1 1263 given VBN
## 1264 d1 1264 in IN
## 1265 d1 1265 because IN
## 1266 d1 1266 of IN
## 1267 d1 1267 the DT
## 1268 d1 1268 racket NN
## 1269 d1 1269 Hedwig NNP
## 1270 d1 1270 made VBN
## 1271 d1 1271 if IN
## 1272 d1 1272 she PRP
## 1273 d1 1273 was VBD
## 1274 d1 1274 locked VBN
## 1275 d1 1275 in IN
## 1276 d1 1276 her PRP$
## 1277 d1 1277 cage NN
## 1278 d1 1278 all DT
## 1279 d1 1279 the DT
## 1280 d1 1280 time NN
## 1281 d1 1281 . .
## 1282 d1 1282 Harry NNP
## 1283 d1 1283 finished VBD
## 1284 d1 1284 writing VBG
## 1285 d1 1285 about IN
## 1286 d1 1286 Wendelin NNP
## 1287 d1 1287 the DT
## 1288 d1 1288 Weird JJ
## 1289 d1 1289 and CC
## 1290 d1 1290 paused VBD
## 1291 d1 1291 to TO
## 1292 d1 1292 listen VB
## 1293 d1 1293 again RB
## 1294 d1 1294 . .
## 1295 d1 1295 The DT
## 1296 d1 1296 silence NN
## 1297 d1 1297 in IN
## 1298 d1 1298 the DT
## 1299 d1 1299 dark JJ
## 1300 d1 1300 house NN
## 1301 d1 1301 was VBD
## 1302 d1 1302 broken VBN
## 1303 d1 1303 only RB
## 1304 d1 1304 by IN
## 1305 d1 1305 the DT
## 1306 d1 1306 distant JJ
## 1307 d1 1307 , ,
## 1308 d1 1308 grunting VBG
## 1309 d1 1309 snores NNS
## 1310 d1 1310 of IN
## 1311 d1 1311 his PRP$
## 1312 d1 1312 enormous JJ
## 1313 d1 1313 cousin NN
## 1314 d1 1314 , ,
## 1315 d1 1315 Dudley NNP
## 1316 d1 1316 . .
## 1317 d1 1317 It PRP
## 1318 d1 1318 must MD
## 1319 d1 1319 be VB
## 1320 d1 1320 very RB
## 1321 d1 1321 late JJ
## 1322 d1 1322 , ,
## 1323 d1 1323 Harry NNP
## 1324 d1 1324 thought VBD
## 1325 d1 1325 . .
## 1326 d1 1326 His PRP$
## 1327 d1 1327 eyes NNS
## 1328 d1 1328 were VBD
## 1329 d1 1329 itching VBG
## 1330 d1 1330 with IN
## 1331 d1 1331 tiredness NN
## 1332 d1 1332 . .
## 1333 d1 1333 Perhaps RB
## 1334 d1 1334 he'd NN
## 1335 d1 1335 finish VB
## 1336 d1 1336 this DT
## 1337 d1 1337 essay NN
## 1338 d1 1338 tomorrow NN
## 1339 d1 1339 night NN
## 1340 d1 1340 . .
## 1341 d1 1341 . .
## 1342 d1 1342 . .
## 1343 d1 1343 . .
## 1344 d1 1344 He NN
## 1345 d1 1345 replaced VBN
## 1346 d1 1346 the DT
## 1347 d1 1347 top JJ
## 1348 d1 1348 of IN
## 1349 d1 1349 the DT
## 1350 d1 1350 ink NN
## 1351 d1 1351 bottle NN
## 1352 d1 1352 ; :
## 1353 d1 1353 pulled VBD
## 1354 d1 1354 an DT
## 1355 d1 1355 old JJ
## 1356 d1 1356 pillowcase NN
## 1357 d1 1357 from IN
## 1358 d1 1358 under IN
## 1359 d1 1359 his PRP$
## 1360 d1 1360 bed NN
## 1361 d1 1361 ; :
## 1362 d1 1362 put VB
## 1363 d1 1363 the DT
## 1364 d1 1364 flashlight NN
## 1365 d1 1365 , ,
## 1366 d1 1366 A DT
## 1367 d1 1367 History NN
## 1368 d1 1368 of IN
## 1369 d1 1369 Magic NNP
## 1370 d1 1370 , ,
## 1371 d1 1371 his PRP$
## 1372 d1 1372 essay NN
## 1373 d1 1373 , ,
## 1374 d1 1374 quill NNP
## 1375 d1 1375 , ,
## 1376 d1 1376 and CC
## 1377 d1 1377 ink NN
## 1378 d1 1378 inside IN
## 1379 d1 1379 it PRP
## 1380 d1 1380 ; :
## 1381 d1 1381 got VBD
## 1382 d1 1382 out RP
## 1383 d1 1383 of IN
## 1384 d1 1384 bed NN
## 1385 d1 1385 ; :
## 1386 d1 1386 and CC
## 1387 d1 1387 hid VBD
## 1388 d1 1388 the DT
## 1389 d1 1389 lot NN
## 1390 d1 1390 under IN
## 1391 d1 1391 a DT
## 1392 d1 1392 loose JJ
## 1393 d1 1393 floorboard NN
## 1394 d1 1394 under IN
## 1395 d1 1395 his PRP$
## 1396 d1 1396 bed NN
## 1397 d1 1397 . .
## 1398 d1 1398 Then RB
## 1399 d1 1399 he PRP
## 1400 d1 1400 stood VBD
## 1401 d1 1401 up RP
## 1402 d1 1402 , ,
## 1403 d1 1403 stretched VBN
## 1404 d1 1404 , ,
## 1405 d1 1405 and CC
## 1406 d1 1406 checked VBN
## 1407 d1 1407 the DT
## 1408 d1 1408 time NN
## 1409 d1 1409 on IN
## 1410 d1 1410 the DT
## 1411 d1 1411 luminous JJ
## 1412 d1 1412 alarm NN
## 1413 d1 1413 clock NN
## 1414 d1 1414 on IN
## 1415 d1 1415 his PRP$
## 1416 d1 1416 bedside NN
## 1417 d1 1417 table NN
## 1418 d1 1418 . .
## 1419 d1 1419 It NN
## 1420 d1 1420 was VBD
## 1421 d1 1421 one CD
## 1422 d1 1422 o'clock RB
## 1423 d1 1423 in IN
## 1424 d1 1424 the DT
## 1425 d1 1425 morning NN
## 1426 d1 1426 . .
## 1427 d1 1427 Harry's NNP
## 1428 d1 1428 stomach VB
## 1429 d1 1429 gave VBD
## 1430 d1 1430 a DT
## 1431 d1 1431 funny JJ
## 1432 d1 1432 jolt VB
## 1433 d1 1433 . .
## 1434 d1 1434 He PRP
## 1435 d1 1435 had VBD
## 1436 d1 1436 been VBN
## 1437 d1 1437 thirteen CD
## 1438 d1 1438 years NNS
## 1439 d1 1439 old JJ
## 1440 d1 1440 , ,
## 1441 d1 1441 without IN
## 1442 d1 1442 realizing VBG
## 1443 d1 1443 it PRP
## 1444 d1 1444 , ,
## 1445 d1 1445 for IN
## 1446 d1 1446 a DT
## 1447 d1 1447 whole JJ
## 1448 d1 1448 hour NN
## 1449 d1 1449 . .
## 1450 d1 1450 Yet NN
## 1451 d1 1451 another DT
## 1452 d1 1452 unusual JJ
## 1453 d1 1453 thing NN
## 1454 d1 1454 about IN
## 1455 d1 1455 Harry NNP
## 1456 d1 1456 was VBD
## 1457 d1 1457 how WRB
## 1458 d1 1458 little JJ
## 1459 d1 1459 he PRP
## 1460 d1 1460 looked VBD
## 1461 d1 1461 forward RB
## 1462 d1 1462 to TO
## 1463 d1 1463 his PRP$
## 1464 d1 1464 birthdays NNS
## 1465 d1 1465 . .
## 1466 d1 1466 He PRP
## 1467 d1 1467 had VBD
## 1468 d1 1468 never RB
## 1469 d1 1469 received VBD
## 1470 d1 1470 a DT
## 1471 d1 1471 birthday NN
## 1472 d1 1472 card NN
## 1473 d1 1473 in IN
## 1474 d1 1474 his PRP$
## 1475 d1 1475 life NN
## 1476 d1 1476 . .
## 1477 d1 1477 The DT
## 1478 d1 1478 Dursleys NNS
## 1479 d1 1479 had VBD
## 1480 d1 1480 completely RB
## 1481 d1 1481 ignored VBN
## 1482 d1 1482 his PRP$
## 1483 d1 1483 last JJ
## 1484 d1 1484 two CD
## 1485 d1 1485 birthdays NNS
## 1486 d1 1486 , ,
## 1487 d1 1487 and CC
## 1488 d1 1488 he PRP
## 1489 d1 1489 had VBD
## 1490 d1 1490 no DT
## 1491 d1 1491 reason NN
## 1492 d1 1492 to TO
## 1493 d1 1493 suppose VBP
## 1494 d1 1494 they PRP
## 1495 d1 1495 would MD
## 1496 d1 1496 remember VB
## 1497 d1 1497 this DT
## 1498 d1 1498 one CD
## 1499 d1 1499 . .
## 1500 d1 1500 Harry NNP
## 1501 d1 1501 walked VBD
## 1502 d1 1502 across IN
## 1503 d1 1503 the DT
## 1504 d1 1504 dark JJ
## 1505 d1 1505 room NN
## 1506 d1 1506 , ,
## 1507 d1 1507 past JJ
## 1508 d1 1508 Hedwig's NNP
## 1509 d1 1509 large JJ
## 1510 d1 1510 , ,
## 1511 d1 1511 empty JJ
## 1512 d1 1512 cage NN
## 1513 d1 1513 , ,
## 1514 d1 1514 to TO
## 1515 d1 1515 the DT
## 1516 d1 1516 open JJ
## 1517 d1 1517 window NN
## 1518 d1 1518 . .
## 1519 d1 1519 He PRP
## 1520 d1 1520 leaned VBN
## 1521 d1 1521 on IN
## 1522 d1 1522 the DT
## 1523 d1 1523 sill NNP
## 1524 d1 1524 , ,
## 1525 d1 1525 the DT
## 1526 d1 1526 cool JJ
## 1527 d1 1527 night NN
## 1528 d1 1528 air NN
## 1529 d1 1529 pleasant JJ
## 1530 d1 1530 on IN
## 1531 d1 1531 his PRP$
## 1532 d1 1532 face NN
## 1533 d1 1533 after IN
## 1534 d1 1534 a DT
## 1535 d1 1535 long JJ
## 1536 d1 1536 time NN
## 1537 d1 1537 under IN
## 1538 d1 1538 the DT
## 1539 d1 1539 blankets NNS
## 1540 d1 1540 . .
## 1541 d1 1541 Hedwig NNP
## 1542 d1 1542 had VBD
## 1543 d1 1543 been VBN
## 1544 d1 1544 absent JJ
## 1545 d1 1545 for IN
## 1546 d1 1546 two CD
## 1547 d1 1547 nights NNS
## 1548 d1 1548 now RB
## 1549 d1 1549 . .
## 1550 d1 1550 Harry NNP
## 1551 d1 1551 wasn't NN
## 1552 d1 1552 worried VBN
## 1553 d1 1553 about IN
## 1554 d1 1554 her PRP$
## 1555 d1 1555 : :
## 1556 d1 1556 she'd NN
## 1557 d1 1557 been VBN
## 1558 d1 1558 gone VBN
## 1559 d1 1559 this DT
## 1560 d1 1560 long JJ
## 1561 d1 1561 before IN
## 1562 d1 1562 . .
## 1563 d1 1563 But CC
## 1564 d1 1564 he PRP
## 1565 d1 1565 hoped VBN
## 1566 d1 1566 she'd NN
## 1567 d1 1567 be VB
## 1568 d1 1568 back RB
## 1569 d1 1569 soon RB
## 1570 d1 1570 - :
## 1571 d1 1571 - :
## 1572 d1 1572 she PRP
## 1573 d1 1573 was VBD
## 1574 d1 1574 the DT
## 1575 d1 1575 only RB
## 1576 d1 1576 living VBG
## 1577 d1 1577 creature NN
## 1578 d1 1578 in IN
## 1579 d1 1579 this DT
## 1580 d1 1580 house NN
## 1581 d1 1581 who WP
## 1582 d1 1582 didn't NN
## 1583 d1 1583 flinch VB
## 1584 d1 1584 at IN
## 1585 d1 1585 the DT
## 1586 d1 1586 sight NN
## 1587 d1 1587 of IN
## 1588 d1 1588 him PRP
## 1589 d1 1589 . .
## 1590 d1 1590 Harry NNP
## 1591 d1 1591 , ,
## 1592 d1 1592 though IN
## 1593 d1 1593 still RB
## 1594 d1 1594 rather RB
## 1595 d1 1595 small JJ
## 1596 d1 1596 and CC
## 1597 d1 1597 skinny NNP
## 1598 d1 1598 for IN
## 1599 d1 1599 his PRP$
## 1600 d1 1600 age NN
## 1601 d1 1601 , ,
## 1602 d1 1602 had VBD
## 1603 d1 1603 grown VBN
## 1604 d1 1604 a DT
## 1605 d1 1605 few JJ
## 1606 d1 1606 inches NNS
## 1607 d1 1607 over IN
## 1608 d1 1608 the DT
## 1609 d1 1609 last JJ
## 1610 d1 1610 year NN
## 1611 d1 1611 . .
## 1612 d1 1612 His PRP$
## 1613 d1 1613 jet NN
## 1614 d1 1614 - :
## 1615 d1 1615 black JJ
## 1616 d1 1616 hair NN
## 1617 d1 1617 , ,
## 1618 d1 1618 however RB
## 1619 d1 1619 , ,
## 1620 d1 1620 was VBD
## 1621 d1 1621 just RB
## 1622 d1 1622 as IN
## 1623 d1 1623 it PRP
## 1624 d1 1624 always RB
## 1625 d1 1625 had VBD
## 1626 d1 1626 been VBN
## 1627 d1 1627 - :
## 1628 d1 1628 - :
## 1629 d1 1629 stubbornly RB
## 1630 d1 1630 untidy NNP
## 1631 d1 1631 , ,
## 1632 d1 1632 whatever WDT
## 1633 d1 1633 he PRP
## 1634 d1 1634 did VBD
## 1635 d1 1635 to TO
## 1636 d1 1636 it PRP
## 1637 d1 1637 . .
## 1638 d1 1638 The DT
## 1639 d1 1639 eyes NNS
## 1640 d1 1640 behind IN
## 1641 d1 1641 his PRP$
## 1642 d1 1642 glasses NNS
## 1643 d1 1643 were VBD
## 1644 d1 1644 bright JJ
## 1645 d1 1645 green JJ
## 1646 d1 1646 , ,
## 1647 d1 1647 and CC
## 1648 d1 1648 on IN
## 1649 d1 1649 his PRP$
## 1650 d1 1650 forehead NNP
## 1651 d1 1651 , ,
## 1652 d1 1652 clearly RB
## 1653 d1 1653 visible JJ
## 1654 d1 1654 through IN
## 1655 d1 1655 his PRP$
## 1656 d1 1656 hair NN
## 1657 d1 1657 , ,
## 1658 d1 1658 was VBD
## 1659 d1 1659 a DT
## 1660 d1 1660 thin JJ
## 1661 d1 1661 scar NN
## 1662 d1 1662 , ,
## 1663 d1 1663 shaped VBN
## 1664 d1 1664 like IN
## 1665 d1 1665 a DT
## 1666 d1 1666 bolt NN
## 1667 d1 1667 of IN
## 1668 d1 1668 lightning NN
## 1669 d1 1669 . .
## 1670 d1 1670 Of NN
## 1671 d1 1671 all DT
## 1672 d1 1672 the DT
## 1673 d1 1673 unusual JJ
## 1674 d1 1674 things NNS
## 1675 d1 1675 about IN
## 1676 d1 1676 Harry NNP
## 1677 d1 1677 , ,
## 1678 d1 1678 this DT
## 1679 d1 1679 scar NN
## 1680 d1 1680 was VBD
## 1681 d1 1681 the DT
## 1682 d1 1682 most JJS
## 1683 d1 1683 extraordinary JJ
## 1684 d1 1684 of IN
## 1685 d1 1685 all DT
## 1686 d1 1686 . .
## 1687 d1 1687 It PRP
## 1688 d1 1688 was VBD
## 1689 d1 1689 not RB
## 1690 d1 1690 , ,
## 1691 d1 1691 as IN
## 1692 d1 1692 the DT
## 1693 d1 1693 Dursleys NNS
## 1694 d1 1694 had VBD
## 1695 d1 1695 pretended JJ
## 1696 d1 1696 for IN
## 1697 d1 1697 ten NN
## 1698 d1 1698 years NNS
## 1699 d1 1699 , ,
## 1700 d1 1700 a DT
## 1701 d1 1701 souvenir NN
## 1702 d1 1702 of IN
## 1703 d1 1703 the DT
## 1704 d1 1704 car NN
## 1705 d1 1705 crash NN
## 1706 d1 1706 that IN
## 1707 d1 1707 had VBD
## 1708 d1 1708 killed VBN
## 1709 d1 1709 Harry's NNP
## 1710 d1 1710 parents NNS
## 1711 d1 1711 , ,
## 1712 d1 1712 because IN
## 1713 d1 1713 Lily NNP
## 1714 d1 1714 and CC
## 1715 d1 1715 James NNP
## 1716 d1 1716 Potter NNP
## 1717 d1 1717 had VBD
## 1718 d1 1718 not RB
## 1719 d1 1719 died VBD
## 1720 d1 1720 in IN
## 1721 d1 1721 a DT
## 1722 d1 1722 car NN
## 1723 d1 1723 crash NN
## 1724 d1 1724 . .
## 1725 d1 1725 They PRP
## 1726 d1 1726 had VBD
## 1727 d1 1727 been VBN
## 1728 d1 1728 murdered VBN
## 1729 d1 1729 , ,
## 1730 d1 1730 murdered VBN
## 1731 d1 1731 by IN
## 1732 d1 1732 the DT
## 1733 d1 1733 most JJS
## 1734 d1 1734 feared VBN
## 1735 d1 1735 Dark JJ
## 1736 d1 1736 wizard NNP
## 1737 d1 1737 for IN
## 1738 d1 1738 a DT
## 1739 d1 1739 hundred CD
## 1740 d1 1740 years NNS
## 1741 d1 1741 , ,
## 1742 d1 1742 Lord NNP
## 1743 d1 1743 Voldemort NN
## 1744 d1 1744 . .
## 1745 d1 1745 Harry NNP
## 1746 d1 1746 had VBD
## 1747 d1 1747 escaped VBD
## 1748 d1 1748 from IN
## 1749 d1 1749 the DT
## 1750 d1 1750 same JJ
## 1751 d1 1751 attack NN
## 1752 d1 1752 with IN
## 1753 d1 1753 nothing NN
## 1754 d1 1754 more JJR
## 1755 d1 1755 than IN
## 1756 d1 1756 a DT
## 1757 d1 1757 scar NN
## 1758 d1 1758 on IN
## 1759 d1 1759 his PRP$
## 1760 d1 1760 forehead NNP
## 1761 d1 1761 , ,
## 1762 d1 1762 where WRB
## 1763 d1 1763 Voldemort's NNP
## 1764 d1 1764 curse NN
## 1765 d1 1765 , ,
## 1766 d1 1766 instead RB
## 1767 d1 1767 of IN
## 1768 d1 1768 killing VBG
## 1769 d1 1769 him PRP
## 1770 d1 1770 , ,
## 1771 d1 1771 had VBD
## 1772 d1 1772 rebounded VBD
## 1773 d1 1773 upon IN
## 1774 d1 1774 its PRP$
## 1775 d1 1775 originator NN
## 1776 d1 1776 . .
## 1777 d1 1777 Barely RB
## 1778 d1 1778 alive JJ
## 1779 d1 1779 , ,
## 1780 d1 1780 Voldemort NN
## 1781 d1 1781 had VBD
## 1782 d1 1782 fled VBD
## 1783 d1 1783 . .
## 1784 d1 1784 . .
## 1785 d1 1785 . .
## 1786 d1 1786 . .
## 1787 d1 1787 But NN
## 1788 d1 1788 Harry NNP
## 1789 d1 1789 had VBD
## 1790 d1 1790 come VB
## 1791 d1 1791 face NN
## 1792 d1 1792 - :
## 1793 d1 1793 to TO
## 1794 d1 1794 - :
## 1795 d1 1795 face NN
## 1796 d1 1796 with IN
## 1797 d1 1797 him PRP
## 1798 d1 1798 at IN
## 1799 d1 1799 Hogwarts NNS
## 1800 d1 1800 . .
## 1801 d1 1801 Remembering VBG
## 1802 d1 1802 their PRP$
## 1803 d1 1803 last JJ
## 1804 d1 1804 meeting NN
## 1805 d1 1805 as IN
## 1806 d1 1806 he PRP
## 1807 d1 1807 stood VBD
## 1808 d1 1808 at IN
## 1809 d1 1809 the DT
## 1810 d1 1810 dark JJ
## 1811 d1 1811 window NN
## 1812 d1 1812 , ,
## 1813 d1 1813 Harry NNP
## 1814 d1 1814 had VBD
## 1815 d1 1815 to TO
## 1816 d1 1816 admit VB
## 1817 d1 1817 he PRP
## 1818 d1 1818 was VBD
## 1819 d1 1819 lucky JJ
## 1820 d1 1820 even RB
## 1821 d1 1821 to TO
## 1822 d1 1822 have VBP
## 1823 d1 1823 reached VBN
## 1824 d1 1824 his PRP$
## 1825 d1 1825 thirteenth JJ
## 1826 d1 1826 birthday NN
## 1827 d1 1827 . .
## 1828 d1 1828 He NN
## 1829 d1 1829 scanned VBN
## 1830 d1 1830 the DT
## 1831 d1 1831 starry NNP
## 1832 d1 1832 sky NN
## 1833 d1 1833 for IN
## 1834 d1 1834 a DT
## 1835 d1 1835 sign NN
## 1836 d1 1836 of IN
## 1837 d1 1837 Hedwig NNP
## 1838 d1 1838 , ,
## 1839 d1 1839 perhaps RB
## 1840 d1 1840 soaring back NN
## 1841 d1 1841 to TO
## 1842 d1 1842 him PRP
## 1843 d1 1843 with IN
## 1844 d1 1844 a DT
## 1845 d1 1845 dead JJ
## 1846 d1 1846 mouse NN
## 1847 d1 1847 dangling VBG
## 1848 d1 1848 from IN
## 1849 d1 1849 her PRP$
## 1850 d1 1850 beak NN
## 1851 d1 1851 , ,
## 1852 d1 1852 expecting VBG
## 1853 d1 1853 praise NN
## 1854 d1 1854 . .
## 1855 d1 1855 Gazing JJ
## 1856 d1 1856 absently RB
## 1857 d1 1857 over IN
## 1858 d1 1858 the DT
## 1859 d1 1859 rooftops NNS
## 1860 d1 1860 , ,
## 1861 d1 1861 it PRP
## 1862 d1 1862 was VBD
## 1863 d1 1863 a DT
## 1864 d1 1864 few JJ
## 1865 d1 1865 seconds NNS
## 1866 d1 1866 before IN
## 1867 d1 1867 Harry NNP
## 1868 d1 1868 realized VBD
## 1869 d1 1869 what WP
## 1870 d1 1870 he PRP
## 1871 d1 1871 was VBD
## 1872 d1 1872 seeing VBG
## 1873 d1 1873 . .
## 1874 d1 1874 Silhouetted VBN
## 1875 d1 1875 against IN
## 1876 d1 1876 the DT
## 1877 d1 1877 golden JJ
## 1878 d1 1878 moon NN
## 1879 d1 1879 , ,
## 1880 d1 1880 and CC
## 1881 d1 1881 growing VBG
## 1882 d1 1882 larger JJR
## 1883 d1 1883 every DT
## 1884 d1 1884 moment NN
## 1885 d1 1885 , ,
## 1886 d1 1886 was VBD
## 1887 d1 1887 a DT
## 1888 d1 1888 large JJ
## 1889 d1 1889 , ,
## 1890 d1 1890 strangely RB
## 1891 d1 1891 lopsided JJ
## 1892 d1 1892 creature NN
## 1893 d1 1893 , ,
## 1894 d1 1894 and CC
## 1895 d1 1895 it PRP
## 1896 d1 1896 was VBD
## 1897 d1 1897 flapping VBG
## 1898 d1 1898 in IN
## 1899 d1 1899 Harry's NNP
## 1900 d1 1900 direction NN
## 1901 d1 1901 . .
## 1902 d1 1902 He PRP
## 1903 d1 1903 stood VBD
## 1904 d1 1904 quite RB
## 1905 d1 1905 still RB
## 1906 d1 1906 , ,
## 1907 d1 1907 watching VBG
## 1908 d1 1908 it PRP
## 1909 d1 1909 sink VB
## 1910 d1 1910 lower JJR
## 1911 d1 1911 and CC
## 1912 d1 1912 lower JJR
## 1913 d1 1913 . .
## 1914 d1 1914 For IN
## 1915 d1 1915 a DT
## 1916 d1 1916 split NN
## 1917 d1 1917 second JJ
## 1918 d1 1918 he PRP
## 1919 d1 1919 hesitated VBN
## 1920 d1 1920 , ,
## 1921 d1 1921 his PRP$
## 1922 d1 1922 hand NN
## 1923 d1 1923 on IN
## 1924 d1 1924 the DT
## 1925 d1 1925 window NN
## 1926 d1 1926 latch VBP
## 1927 d1 1927 , ,
## 1928 d1 1928 wondering VBG
## 1929 d1 1929 whether IN
## 1930 d1 1930 to TO
## 1931 d1 1931 slam NNP
## 1932 d1 1932 it PRP
## 1933 d1 1933 shut VB
## 1934 d1 1934 . .
## 1935 d1 1935 But CC
## 1936 d1 1936 then RB
## 1937 d1 1937 the DT
## 1938 d1 1938 bizarre JJ
## 1939 d1 1939 creature NN
## 1940 d1 1940 soared VBD
## 1941 d1 1941 over IN
## 1942 d1 1942 one CD
## 1943 d1 1943 of IN
## 1944 d1 1944 the DT
## 1945 d1 1945 street NN
## 1946 d1 1946 lamps NNS
## 1947 d1 1947 of IN
## 1948 d1 1948 Privet NN
## 1949 d1 1949 Drive NNP
## 1950 d1 1950 , ,
## 1951 d1 1951 and CC
## 1952 d1 1952 Harry NNP
## 1953 d1 1953 , ,
## 1954 d1 1954 realizing VBG
## 1955 d1 1955 what WP
## 1956 d1 1956 it PRP
## 1957 d1 1957 was VBD
## 1958 d1 1958 , ,
## 1959 d1 1959 leapt VBD
## 1960 d1 1960 aside RB
## 1961 d1 1961 . .
## 1962 d1 1962 Through NNP
## 1963 d1 1963 the DT
## 1964 d1 1964 window NN
## 1965 d1 1965 soared VBD
## 1966 d1 1966 three CD
## 1967 d1 1967 owls VBZ
## 1968 d1 1968 , ,
## 1969 d1 1969 two CD
## 1970 d1 1970 of IN
## 1971 d1 1971 them PRP
## 1972 d1 1972 holding VBG
## 1973 d1 1973 up RP
## 1974 d1 1974 the DT
## 1975 d1 1975 third JJ
## 1976 d1 1976 , ,
## 1977 d1 1977 which WDT
## 1978 d1 1978 appeared VBD
## 1979 d1 1979 to TO
## 1980 d1 1980 be VB
## 1981 d1 1981 unconscious JJ
## 1982 d1 1982 . .
## 1983 d1 1983 They PRP
## 1984 d1 1984 landed VBD
## 1985 d1 1985 with IN
## 1986 d1 1986 a DT
## 1987 d1 1987 soft JJ
## 1988 d1 1988 flump NN
## 1989 d1 1989 on IN
## 1990 d1 1990 Harry's NNP
## 1991 d1 1991 bed NN
## 1992 d1 1992 , ,
## 1993 d1 1993 and CC
## 1994 d1 1994 the DT
## 1995 d1 1995 middle NN
## 1996 d1 1996 owl NN
## 1997 d1 1997 , ,
## 1998 d1 1998 which WDT
## 1999 d1 1999 was VBD
## 2000 d1 2000 large JJ
## 2001 d1 2001 and CC
## 2002 d1 2002 gray JJ
## 2003 d1 2003 , ,
## 2004 d1 2004 keeled VBN
## 2005 d1 2005 right NN
## 2006 d1 2006 over IN
## 2007 d1 2007 and CC
## 2008 d1 2008 lay VBD
## 2009 d1 2009 motionless JJ
## 2010 d1 2010 . .
## 2011 d1 2011 There EX
## 2012 d1 2012 was VBD
## 2013 d1 2013 a DT
## 2014 d1 2014 large JJ
## 2015 d1 2015 package NN
## 2016 d1 2016 tied VBN
## 2017 d1 2017 to TO
## 2018 d1 2018 its PRP$
## 2019 d1 2019 legs NNS
## 2020 d1 2020 . .
## 2021 d1 2021 Harry NNP
## 2022 d1 2022 recognized VBN
## 2023 d1 2023 the DT
## 2024 d1 2024 unconscious JJ
## 2025 d1 2025 owl NN
## 2026 d1 2026 at IN
## 2027 d1 2027 once RB
## 2028 d1 2028 - :
## 2029 d1 2029 - :
## 2030 d1 2030 his PRP$
## 2031 d1 2031 name NN
## 2032 d1 2032 was VBD
## 2033 d1 2033 Errol JJ
## 2034 d1 2034 , ,
## 2035 d1 2035 and CC
## 2036 d1 2036 he PRP
## 2037 d1 2037 belonged VBD
## 2038 d1 2038 to TO
## 2039 d1 2039 the DT
## 2040 d1 2040 Weasley NNP
## 2041 d1 2041 family NN
## 2042 d1 2042 . .
## 2043 d1 2043 Harry NNP
## 2044 d1 2044 dashed VBN
## 2045 d1 2045 to TO
## 2046 d1 2046 the DT
## 2047 d1 2047 bed NN
## 2048 d1 2048 , ,
## 2049 d1 2049 untied VBN
## 2050 d1 2050 the DT
## 2051 d1 2051 cords NNS
## 2052 d1 2052 around IN
## 2053 d1 2053 Errol's NNP
## 2054 d1 2054 legs NNS
## 2055 d1 2055 , ,
## 2056 d1 2056 took VBD
## 2057 d1 2057 off RP
## 2058 d1 2058 the DT
## 2059 d1 2059 parcel NN
## 2060 d1 2060 , ,
## 2061 d1 2061 and CC
## 2062 d1 2062 then RB
## 2063 d1 2063 carried VBD
## 2064 d1 2064 Errol JJ
## 2065 d1 2065 to TO
## 2066 d1 2066 Hedwig's NNP
## 2067 d1 2067 cage NN
## 2068 d1 2068 . .
## 2069 d1 2069 Errol JJ
## 2070 d1 2070 opened VBD
## 2071 d1 2071 one CD
## 2072 d1 2072 bleary JJ
## 2073 d1 2073 eye NN
## 2074 d1 2074 , ,
## 2075 d1 2075 gave VBD
## 2076 d1 2076 a DT
## 2077 d1 2077 feeble JJ
## 2078 d1 2078 hoot NN
## 2079 d1 2079 of IN
## 2080 d1 2080 thanks NNS
## 2081 d1 2081 , ,
## 2082 d1 2082 and CC
## 2083 d1 2083 began VBD
## 2084 d1 2084 to TO
## 2085 d1 2085 gulp NN
## 2086 d1 2086 some DT
## 2087 d1 2087 water NN
## 2088 d1 2088 . .
## 2089 d1 2089 Harry NNP
## 2090 d1 2090 turned VBD
## 2091 d1 2091 back RB
## 2092 d1 2092 to TO
## 2093 d1 2093 the DT
## 2094 d1 2094 remaining VBG
## 2095 d1 2095 owls VBZ
## 2096 d1 2096 . .
## 2097 d1 2097 One CD
## 2098 d1 2098 of IN
## 2099 d1 2099 them PRP
## 2100 d1 2100 , ,
## 2101 d1 2101 the DT
## 2102 d1 2102 large JJ
## 2103 d1 2103 snowy NN
## 2104 d1 2104 female JJ
## 2105 d1 2105 , ,
## 2106 d1 2106 was VBD
## 2107 d1 2107 his PRP$
## 2108 d1 2108 own JJ
## 2109 d1 2109 Hedwig NNP
## 2110 d1 2110 . .
## 2111 d1 2111 She PRP
## 2112 d1 2112 , ,
## 2113 d1 2113 too RB
## 2114 d1 2114 , ,
## 2115 d1 2115 was VBD
## 2116 d1 2116 carrying VBG
## 2117 d1 2117 a DT
## 2118 d1 2118 parcel NN
## 2119 d1 2119 and CC
## 2120 d1 2120 looked VBD
## 2121 d1 2121 extremely RB
## 2122 d1 2122 pleased JJ
## 2123 d1 2123 with IN
## 2124 d1 2124 herself PRP
## 2125 d1 2125 . .
## 2126 d1 2126 She PRP
## 2127 d1 2127 gave VBD
## 2128 d1 2128 Harry NNP
## 2129 d1 2129 an DT
## 2130 d1 2130 affectionate JJ
## 2131 d1 2131 nip NN
## 2132 d1 2132 with IN
## 2133 d1 2133 her PRP$
## 2134 d1 2134 beak NN
## 2135 d1 2135 as IN
## 2136 d1 2136 he PRP
## 2137 d1 2137 removed VBN
## 2138 d1 2138 her PRP$
## 2139 d1 2139 burden NN
## 2140 d1 2140 , ,
## 2141 d1 2141 then RB
## 2142 d1 2142 flew VBD
## 2143 d1 2143 across IN
## 2144 d1 2144 the DT
## 2145 d1 2145 room NN
## 2146 d1 2146 to TO
## 2147 d1 2147 join VB
## 2148 d1 2148 Errol JJ
## 2149 d1 2149 . .
## 2150 d1 2150 Harry NNP
## 2151 d1 2151 didn't NN
## 2152 d1 2152 recognize VB
## 2153 d1 2153 the DT
## 2154 d1 2154 third JJ
## 2155 d1 2155 owl NN
## 2156 d1 2156 , ,
## 2157 d1 2157 a DT
## 2158 d1 2158 handsome JJ
## 2159 d1 2159 tawny NN
## 2160 d1 2160 one CD
## 2161 d1 2161 , ,
## 2162 d1 2162 but CC
## 2163 d1 2163 he PRP
## 2164 d1 2164 knew VBD
## 2165 d1 2165 at IN
## 2166 d1 2166 once RB
## 2167 d1 2167 where WRB
## 2168 d1 2168 it PRP
## 2169 d1 2169 had VBD
## 2170 d1 2170 come VB
## 2171 d1 2171 from IN
## 2172 d1 2172 , ,
## 2173 d1 2173 because IN
## 2174 d1 2174 in IN
## 2175 d1 2175 addition NN
## 2176 d1 2176 to TO
## 2177 d1 2177 a DT
## 2178 d1 2178 third JJ
## 2179 d1 2179 package NN
## 2180 d1 2180 , ,
## 2181 d1 2181 it PRP
## 2182 d1 2182 was VBD
## 2183 d1 2183 carrying VBG
## 2184 d1 2184 a DT
## 2185 d1 2185 letter NN
## 2186 d1 2186 bearing NN
## 2187 d1 2187 the DT
## 2188 d1 2188 Hogwarts NNS
## 2189 d1 2189 crest NN
## 2190 d1 2190 . .
## 2191 d1 2191 When WRB
## 2192 d1 2192 Harry NNP
## 2193 d1 2193 relieved VBN
## 2194 d1 2194 this DT
## 2195 d1 2195 owl NN
## 2196 d1 2196 of IN
## 2197 d1 2197 its PRP$
## 2198 d1 2198 burden NN
## 2199 d1 2199 , ,
## 2200 d1 2200 it PRP
## 2201 d1 2201 ruffled VBN
## 2202 d1 2202 its PRP$
## 2203 d1 2203 feathers NNS
## 2204 d1 2204 importantly RB
## 2205 d1 2205 , ,
## 2206 d1 2206 stretched VBN
## 2207 d1 2207 its PRP$
## 2208 d1 2208 wings NNS
## 2209 d1 2209 , ,
## 2210 d1 2210 and CC
## 2211 d1 2211 took VBD
## 2212 d1 2212 off RP
## 2213 d1 2213 through IN
## 2214 d1 2214 the DT
## 2215 d1 2215 window NN
## 2216 d1 2216 into IN
## 2217 d1 2217 the DT
## 2218 d1 2218 night NN
## 2219 d1 2219 . .
## 2220 d1 2220 Harry NNP
## 2221 d1 2221 sat VBD
## 2222 d1 2222 down RB
## 2223 d1 2223 on IN
## 2224 d1 2224 his PRP$
## 2225 d1 2225 bed NN
## 2226 d1 2226 and CC
## 2227 d1 2227 grabbed VBD
## 2228 d1 2228 Errol's NNP
## 2229 d1 2229 package NN
## 2230 d1 2230 , ,
## 2231 d1 2231 ripped VBN
## 2232 d1 2232 off RP
## 2233 d1 2233 the DT
## 2234 d1 2234 brown JJ
## 2235 d1 2235 paper NN
## 2236 d1 2236 , ,
## 2237 d1 2237 and CC
## 2238 d1 2238 discovered VBN
## 2239 d1 2239 a DT
## 2240 d1 2240 present JJ
## 2241 d1 2241 wrapped VBD
## 2242 d1 2242 in IN
## 2243 d1 2243 gold NN
## 2244 d1 2244 , ,
## 2245 d1 2245 and CC
## 2246 d1 2246 his PRP$
## 2247 d1 2247 first JJ
## 2248 d1 2248 ever RB
## 2249 d1 2249 birthday NN
## 2250 d1 2250 card NN
## 2251 d1 2251 . .
## 2252 d1 2252 Fingers NNP
## 2253 d1 2253 trembling VBG
## 2254 d1 2254 slightly RB
## 2255 d1 2255 , ,
## 2256 d1 2256 he PRP
## 2257 d1 2257 opened VBD
## 2258 d1 2258 the DT
## 2259 d1 2259 envelope NN
## 2260 d1 2260 . .
## 2261 d1 2261 Two CD
## 2262 d1 2262 pieces NNS
## 2263 d1 2263 of IN
## 2264 d1 2264 paper NN
## 2265 d1 2265 fell VBD
## 2266 d1 2266 out RP
## 2267 d1 2267 - :
## 2268 d1 2268 - :
## 2269 d1 2269 a DT
## 2270 d1 2270 letter NN
## 2271 d1 2271 and CC
## 2272 d1 2272 a DT
## 2273 d1 2273 newspaper NN
## 2274 d1 2274 clipping VBG
## 2275 d1 2275 . .
## 2276 d1 2276 The NNP
## 2277 d1 2277 clipping VBG
## 2278 d1 2278 had VBD
## 2279 d1 2279 clearly RB
## 2280 d1 2280 come VB
## 2281 d1 2281 out RP
## 2282 d1 2282 of IN
## 2283 d1 2283 the DT
## 2284 d1 2284 wizarding VBG
## 2285 d1 2285 newspaper NN
## 2286 d1 2286 , ,
## 2287 d1 2287 the DT
## 2288 d1 2288 Daily NNP
## 2289 d1 2289 Prophet NN
## 2290 d1 2290 , ,
## 2291 d1 2291 because IN
## 2292 d1 2292 the DT
## 2293 d1 2293 people NNS
## 2294 d1 2294 in IN
## 2295 d1 2295 the DT
## 2296 d1 2296 black JJ
## 2297 d1 2297 - :
## 2298 d1 2298 and CC
## 2299 d1 2299 - :
## 2300 d1 2300 white JJ
## 2301 d1 2301 picture NN
## 2302 d1 2302 were VBD
## 2303 d1 2303 moving VBG
## 2304 d1 2304 . .
## 2305 d1 2305 Harry NNP
## 2306 d1 2306 picked VBD
## 2307 d1 2307 up RP
## 2308 d1 2308 the DT
## 2309 d1 2309 clipping VBG
## 2310 d1 2310 , ,
## 2311 d1 2311 smoothed VBN
## 2312 d1 2312 it PRP
## 2313 d1 2313 out RP
## 2314 d1 2314 , ,
## 2315 d1 2315 and CC
## 2316 d1 2316 read VB
## 2317 d1 2317 : :
## 2318 d1 2318 MINISTRY NN
## 2319 d1 2319 OF IN
## 2320 d1 2320 MAGIC JJ
## 2321 d1 2321 EMPLOYEE NN
## 2322 d1 2322 SCOOPS VBZ
## 2323 d1 2323 GRAND JJ
## 2324 d1 2324 PRIZE Arthur NNP
## 2325 d1 2325 Weasley NNP
## 2326 d1 2326 , ,
## 2327 d1 2327 Head NNP
## 2328 d1 2328 of IN
## 2329 d1 2329 the DT
## 2330 d1 2330 Misuse NN
## 2331 d1 2331 of IN
## 2332 d1 2332 Muggle VB
## 2333 d1 2333 Artifacts NNS
## 2334 d1 2334 Office NNP
## 2335 d1 2335 at IN
## 2336 d1 2336 the DT
## 2337 d1 2337 Ministry NNP
## 2338 d1 2338 of IN
## 2339 d1 2339 Magic NNP
## 2340 d1 2340 , ,
## 2341 d1 2341 has VBZ
## 2342 d1 2342 won VBD
## 2343 d1 2343 the DT
## 2344 d1 2344 annual JJ
## 2345 d1 2345 Daily NNP
## 2346 d1 2346 Prophet NN
## 2347 d1 2347 Grand NNP
## 2348 d1 2348 Prize NNP
## 2349 d1 2349 Galleon NNP
## 2350 d1 2350 Draw VB
## 2351 d1 2351 . .
## 2352 d1 2352 A NN
## 2353 d1 2353 delighted JJ
## 2354 d1 2354 Mr NNP
## 2355 d1 2355 . .
## 2356 d1 2356 Weasley NNP
## 2357 d1 2357 told VBD
## 2358 d1 2358 the DT
## 2359 d1 2359 Daily NNP
## 2360 d1 2360 Prophet NN
## 2361 d1 2361 , ,
## 2362 d1 2362 '' ''
## 2363 d1 2363 will MD
## 2364 d1 2364 be VB
## 2365 d1 2365 spending NN
## 2366 d1 2366 the DT
## 2367 d1 2367 gold NN
## 2368 d1 2368 on IN
## 2369 d1 2369 a DT
## 2370 d1 2370 summer NN
## 2371 d1 2371 holiday NN
## 2372 d1 2372 in IN
## 2373 d1 2373 Egypt NNP
## 2374 d1 2374 , ,
## 2375 d1 2375 where WRB
## 2376 d1 2376 our PRP$
## 2377 d1 2377 eldest JJS
## 2378 d1 2378 son NN
## 2379 d1 2379 , ,
## 2380 d1 2380 Bill NNP
## 2381 d1 2381 , ,
## 2382 d1 2382 works VBZ
## 2383 d1 2383 as IN
## 2384 d1 2384 a DT
## 2385 d1 2385 curse NN
## 2386 d1 2386 breaker NN
## 2387 d1 2387 for IN
## 2388 d1 2388 Gringotts NNS
## 2389 d1 2389 Wizarding VBG
## 2390 d1 2390 Bank NNP
## 2391 d1 2391 . .
## 2392 d1 2392 '' ''
## 2393 d1 2393 Weasley NNP
## 2394 d1 2394 family NN
## 2395 d1 2395 will MD
## 2396 d1 2396 be VB
## 2397 d1 2397 spending NN
## 2398 d1 2398 a DT
## 2399 d1 2399 month NN
## 2400 d1 2400 in IN
## 2401 d1 2401 Egypt NNP
## 2402 d1 2402 , ,
## 2403 d1 2403 returning VBG
## 2404 d1 2404 for IN
## 2405 d1 2405 the DT
## 2406 d1 2406 start VB
## 2407 d1 2407 of IN
## 2408 d1 2408 the DT
## 2409 d1 2409 new JJ
## 2410 d1 2410 school NN
## 2411 d1 2411 year NN
## 2412 d1 2412 at IN
## 2413 d1 2413 Hogwarts NNS
## 2414 d1 2414 , ,
## 2415 d1 2415 which WDT
## 2416 d1 2416 five CD
## 2417 d1 2417 of IN
## 2418 d1 2418 the DT
## 2419 d1 2419 Weasley NNP
## 2420 d1 2420 children NNS
## 2421 d1 2421 currently RB
## 2422 d1 2422 attend VB
## 2423 d1 2423 . .
## 2424 d1 2424 Harry NNP
## 2425 d1 2425 scanned VBN
## 2426 d1 2426 the DT
## 2427 d1 2427 moving VBG
## 2428 d1 2428 photograph NN
## 2429 d1 2429 , ,
## 2430 d1 2430 and CC
## 2431 d1 2431 a DT
## 2432 d1 2432 grin NNP
## 2433 d1 2433 spread NN
## 2434 d1 2434 across IN
## 2435 d1 2435 his PRP$
## 2436 d1 2436 face NN
## 2437 d1 2437 as IN
## 2438 d1 2438 he PRP
## 2439 d1 2439 saw VBD
## 2440 d1 2440 all DT
## 2441 d1 2441 nine CD
## 2442 d1 2442 of IN
## 2443 d1 2443 the DT
## 2444 d1 2444 Weasleys NNS
## 2445 d1 2445 waving VBG
## 2446 d1 2446 furiously RB
## 2447 d1 2447 at IN
## 2448 d1 2448 him PRP
## 2449 d1 2449 , ,
## 2450 d1 2450 standing NN
## 2451 d1 2451 in IN
## 2452 d1 2452 front NN
## 2453 d1 2453 of IN
## 2454 d1 2454 a DT
## 2455 d1 2455 large JJ
## 2456 d1 2456 pyramid JJ
## 2457 d1 2457 . .
## 2458 d1 2458 Plump JJ
## 2459 d1 2459 little JJ
## 2460 d1 2460 Mrs NNP
## 2461 d1 2461 . .
## 2462 d1 2462 Weasley NNP
## 2463 d1 2463 ; :
## 2464 d1 2464 tail NN
## 2465 d1 2465 , ,
## 2466 d1 2466 balding VBG
## 2467 d1 2467 Mr NNP
## 2468 d1 2468 . .
## 2469 d1 2469 Weasley NNP
## 2470 d1 2470 ; :
## 2471 d1 2471 six CD
## 2472 d1 2472 sons NNS
## 2473 d1 2473 ; :
## 2474 d1 2474 and CC
## 2475 d1 2475 one CD
## 2476 d1 2476 daughter NN
## 2477 d1 2477 , ,
## 2478 d1 2478 all DT
## 2479 d1 2479 (though IN
## 2480 d1 2480 the DT
## 2481 d1 2481 black JJ
## 2482 d1 2482 - :
## 2483 d1 2483 and CC
## 2484 d1 2484 - :
## 2485 d1 2485 white JJ
## 2486 d1 2486 picture NN
## 2487 d1 2487 didn't NN
## 2488 d1 2488 show NN
## 2489 d1 2489 it) NN
## 2490 d1 2490 with IN
## 2491 d1 2491 flaming VBG
## 2492 d1 2492 - :
## 2493 d1 2493 red JJ
## 2494 d1 2494 hair NN
## 2495 d1 2495 . .
## 2496 d1 2496 Right RB
## 2497 d1 2497 in IN
## 2498 d1 2498 the DT
## 2499 d1 2499 middle NN
## 2500 d1 2500 of IN
## 2501 d1 2501 the DT
## 2502 d1 2502 picture NN
## 2503 d1 2503 was VBD
## 2504 d1 2504 Ron NNP
## 2505 d1 2505 , ,
## 2506 d1 2506 tall JJ
## 2507 d1 2507 and CC
## 2508 d1 2508 gangling VBG
## 2509 d1 2509 , ,
## 2510 d1 2510 with IN
## 2511 d1 2511 his PRP$
## 2512 d1 2512 pet NN
## 2513 d1 2513 rat NN
## 2514 d1 2514 , ,
## 2515 d1 2515 Scabbers NNS
## 2516 d1 2516 , ,
## 2517 d1 2517 on IN
## 2518 d1 2518 his PRP$
## 2519 d1 2519 shoulder NN
## 2520 d1 2520 and CC
## 2521 d1 2521 his PRP$
## 2522 d1 2522 arm NN
## 2523 d1 2523 around IN
## 2524 d1 2524 his PRP$
## 2525 d1 2525 little JJ
## 2526 d1 2526 sister NN
## 2527 d1 2527 , ,
## 2528 d1 2528 Ginny NNP
## 2529 d1 2529 . .
## 2530 d1 2530 Harry NNP
## 2531 d1 2531 couldn't NN
## 2532 d1 2532 think VBP
## 2533 d1 2533 of IN
## 2534 d1 2534 anyone NN
## 2535 d1 2535 who WP
## 2536 d1 2536 deserved VBD
## 2537 d1 2537 to TO
## 2538 d1 2538 win VB
## 2539 d1 2539 a DT
## 2540 d1 2540 large JJ
## 2541 d1 2541 pile VB
## 2542 d1 2542 of IN
## 2543 d1 2543 gold NN
## 2544 d1 2544 more JJR
## 2545 d1 2545 than IN
## 2546 d1 2546 the DT
## 2547 d1 2547 Weasleys NNS
## 2548 d1 2548 , ,
## 2549 d1 2549 who WP
## 2550 d1 2550 were VBD
## 2551 d1 2551 very RB
## 2552 d1 2552 nice JJ
## 2553 d1 2553 and CC
## 2554 d1 2554 extremely RB
## 2555 d1 2555 poor JJ
## 2556 d1 2556 . .
## 2557 d1 2557 He PRP
## 2558 d1 2558 picked VBD
## 2559 d1 2559 up RP
## 2560 d1 2560 Ron's NNP
## 2561 d1 2561 letter NN
## 2562 d1 2562 and CC
## 2563 d1 2563 unfolded VBD
## 2564 d1 2564 it PRP
## 2565 d1 2565 . .
## 2566 d1 2566 Dear JJ
## 2567 d1 2567 Harry NNP
## 2568 d1 2568 , ,
## 2569 d1 2569 Happy JJ
## 2570 d1 2570 birthday NN
## 2571 d1 2571 ! .
## 2572 d1 2572 Look NN
## 2573 d1 2573 , ,
## 2574 d1 2574 I' NNP
## 2575 d1 2575 really RB
## 2576 d1 2576 sorry JJ
## 2577 d1 2577 about IN
## 2578 d1 2578 that IN
## 2579 d1 2579 telephone NN
## 2580 d1 2580 call VB
## 2581 d1 2581 . .
## 2582 d1 2582 I PRP
## 2583 d1 2583 hope NN
## 2584 d1 2584 the DT
## 2585 d1 2585 Muggles VBZ
## 2586 d1 2586 didn't NN
## 2587 d1 2587 give VB
## 2588 d1 2588 you PRP
## 2589 d1 2589 a DT
## 2590 d1 2590 hard JJ
## 2591 d1 2591 time NN
## 2592 d1 2592 . .
## 2593 d1 2593 I PRP
## 2594 d1 2594 asked VBD
## 2595 d1 2595 Dad NNP
## 2596 d1 2596 , ,
## 2597 d1 2597 and CC
## 2598 d1 2598 he PRP
## 2599 d1 2599 reckons VBZ
## 2600 d1 2600 I PRP
## 2601 d1 2601 shouldn't NN
## 2602 d1 2602 have VBP
## 2603 d1 2603 shouted VBD
## 2604 d1 2604 . .
## 2605 d1 2605 It's NN
## 2606 d1 2606 amazing JJ
## 2607 d1 2607 here RB
## 2608 d1 2608 in IN
## 2609 d1 2609 Egypt NNP
## 2610 d1 2610 . .
## 2611 d1 2611 Bill's NNP
## 2612 d1 2612 taken VBN
## 2613 d1 2613 us PRP
## 2614 d1 2614 around IN
## 2615 d1 2615 all DT
## 2616 d1 2616 the DT
## 2617 d1 2617 tombs NNS
## 2618 d1 2618 and CC
## 2619 d1 2619 you PRP
## 2620 d1 2620 wouldn't NN
## 2621 d1 2621 believe VBP
## 2622 d1 2622 the DT
## 2623 d1 2623 curses NNS
## 2624 d1 2624 those DT
## 2625 d1 2625 old JJ
## 2626 d1 2626 Egyptian JJ
## 2627 d1 2627 wizards NNS
## 2628 d1 2628 put VB
## 2629 d1 2629 on IN
## 2630 d1 2630 them PRP
## 2631 d1 2631 . .
## 2632 d1 2632 Mum NNP
## 2633 d1 2633 wouldn't NN
## 2634 d1 2634 let VB
## 2635 d1 2635 Ginny NNP
## 2636 d1 2636 come VB
## 2637 d1 2637 in IN
## 2638 d1 2638 the DT
## 2639 d1 2639 last JJ
## 2640 d1 2640 one CD
## 2641 d1 2641 . .
## 2642 d1 2642 There EX
## 2643 d1 2643 were VBD
## 2644 d1 2644 all DT
## 2645 d1 2645 these DT
## 2646 d1 2646 mutant JJ
## 2647 d1 2647 skeletons NNS
## 2648 d1 2648 in IN
## 2649 d1 2649 there EX
## 2650 d1 2650 , ,
## 2651 d1 2651 of IN
## 2652 d1 2652 Muggles VBZ
## 2653 d1 2653 who'd NN
## 2654 d1 2654 broken VBN
## 2655 d1 2655 in IN
## 2656 d1 2656 and CC
## 2657 d1 2657 grown VBN
## 2658 d1 2658 extra JJ
## 2659 d1 2659 heads VBZ
## 2660 d1 2660 and CC
## 2661 d1 2661 stuff NN
## 2662 d1 2662 . .
## 2663 d1 2663 I NN
## 2664 d1 2664 couldn't NN
## 2665 d1 2665 believe VBP
## 2666 d1 2666 it PRP
## 2667 d1 2667 when WRB
## 2668 d1 2668 Dad NNP
## 2669 d1 2669 won VBD
## 2670 d1 2670 the DT
## 2671 d1 2671 Daily NNP
## 2672 d1 2672 Prophet NN
## 2673 d1 2673 Draw VB
## 2674 d1 2674 . .
## 2675 d1 2675 Seven CD
## 2676 d1 2676 hundred CD
## 2677 d1 2677 galleons NNS
## 2678 d1 2678 ! .
## 2679 d1 2679 Most JJS
## 2680 d1 2680 of IN
## 2681 d1 2681 it's NN
## 2682 d1 2682 gone VBN
## 2683 d1 2683 on IN
## 2684 d1 2684 this DT
## 2685 d1 2685 trip NN
## 2686 d1 2686 , ,
## 2687 d1 2687 but CC
## 2688 d1 2688 they're NN
## 2689 d1 2689 going VBG
## 2690 d1 2690 to TO
## 2691 d1 2691 buy VB
## 2692 d1 2692 me PRP
## 2693 d1 2693 a DT
## 2694 d1 2694 new JJ
## 2695 d1 2695 wand NNP
## 2696 d1 2696 for IN
## 2697 d1 2697 next JJ
## 2698 d1 2698 year NN
## 2699 d1 2699 . .
## 2700 d1 2700 Harry NNP
## 2701 d1 2701 remembered VBD
## 2702 d1 2702 only RB
## 2703 d1 2703 too RB
## 2704 d1 2704 well RB
## 2705 d1 2705 the DT
## 2706 d1 2706 occasion VB
## 2707 d1 2707 when WRB
## 2708 d1 2708 Ron's NNP
## 2709 d1 2709 old JJ
## 2710 d1 2710 wand NNP
## 2711 d1 2711 had VBD
## 2712 d1 2712 snapped VBN
## 2713 d1 2713 . .
## 2714 d1 2714 It PRP
## 2715 d1 2715 had VBD
## 2716 d1 2716 happened VBD
## 2717 d1 2717 when WRB
## 2718 d1 2718 the DT
## 2719 d1 2719 car NN
## 2720 d1 2720 the DT
## 2721 d1 2721 two CD
## 2722 d1 2722 of IN
## 2723 d1 2723 them PRP
## 2724 d1 2724 had VBD
## 2725 d1 2725 been VBN
## 2726 d1 2726 flying VBG
## 2727 d1 2727 to TO
## 2728 d1 2728 Hogwarts NNS
## 2729 d1 2729 had VBD
## 2730 d1 2730 crashed VBD
## 2731 d1 2731 into IN
## 2732 d1 2732 a DT
## 2733 d1 2733 tree NN
## 2734 d1 2734 on IN
## 2735 d1 2735 the DT
## 2736 d1 2736 school NN
## 2737 d1 2737 grounds NNS
## 2738 d1 2738 . .
## 2739 d1 2739 We'll NNP
## 2740 d1 2740 be VB
## 2741 d1 2741 back RB
## 2742 d1 2742 about IN
## 2743 d1 2743 a DT
## 2744 d1 2744 week NN
## 2745 d1 2745 before IN
## 2746 d1 2746 term NN
## 2747 d1 2747 starts VBZ
## 2748 d1 2748 and CC
## 2749 d1 2749 we'll NNP
## 2750 d1 2750 be VB
## 2751 d1 2751 going VBG
## 2752 d1 2752 up RP
## 2753 d1 2753 to TO
## 2754 d1 2754 London NNP
## 2755 d1 2755 to TO
## 2756 d1 2756 get VB
## 2757 d1 2757 my PRP$
## 2758 d1 2758 wand NNP
## 2759 d1 2759 and CC
## 2760 d1 2760 our PRP$
## 2761 d1 2761 new JJ
## 2762 d1 2762 books NNS
## 2763 d1 2763 . .
## 2764 d1 2764 Any DT
## 2765 d1 2765 chance NN
## 2766 d1 2766 of IN
## 2767 d1 2767 meeting NN
## 2768 d1 2768 you PRP
## 2769 d1 2769 there EX
## 2770 d1 2770 ? .
## 2771 d1 2771 Don't NN
## 2772 d1 2772 let VB
## 2773 d1 2773 the DT
## 2774 d1 2774 Muggles VBZ
## 2775 d1 2775 get VB
## 2776 d1 2776 you PRP
## 2777 d1 2777 down RB
## 2778 d1 2778 ! .
## 2779 d1 2779 Try JJ
## 2780 d1 2780 and CC
## 2781 d1 2781 come VB
## 2782 d1 2782 to TO
## 2783 d1 2783 London NNP
## 2784 d1 2784 , ,
## 2785 d1 2785 Ron P NN
## 2786 d1 2786 . .
## 2787 d1 2787 S NNP
## 2788 d1 2788 . .
## 2789 d1 2789 Percy's NNP
## 2790 d1 2790 Head NNP
## 2791 d1 2791 Boy NNP
## 2792 d1 2792 . .
## 2793 d1 2793 He PRP
## 2794 d1 2794 got VBD
## 2795 d1 2795 the DT
## 2796 d1 2796 letter NN
## 2797 d1 2797 last JJ
## 2798 d1 2798 week NN
## 2799 d1 2799 . .
## 2800 d1 2800 Harry NNP
## 2801 d1 2801 glanced VBD
## 2802 d1 2802 back RB
## 2803 d1 2803 at IN
## 2804 d1 2804 the DT
## 2805 d1 2805 photograph NN
## 2806 d1 2806 . .
## 2807 d1 2807 Percy NNP
## 2808 d1 2808 , ,
## 2809 d1 2809 who WP
## 2810 d1 2810 was VBD
## 2811 d1 2811 in IN
## 2812 d1 2812 his PRP$
## 2813 d1 2813 seventh JJ
## 2814 d1 2814 and CC
## 2815 d1 2815 final JJ
## 2816 d1 2816 year NN
## 2817 d1 2817 at IN
## 2818 d1 2818 Hogwarts NNS
## 2819 d1 2819 , ,
## 2820 d1 2820 was VBD
## 2821 d1 2821 looking VBG
## 2822 d1 2822 particularly RB
## 2823 d1 2823 smug JJ
## 2824 d1 2824 . .
## 2825 d1 2825 He PRP
## 2826 d1 2826 had VBD
## 2827 d1 2827 pinned VBN
## 2828 d1 2828 his PRP$
## 2829 d1 2829 Head NNP
## 2830 d1 2830 Boy NNP
## 2831 d1 2831 badge NNP
## 2832 d1 2832 to TO
## 2833 d1 2833 the DT
## 2834 d1 2834 fez NN
## 2835 d1 2835 perched VBN
## 2836 d1 2836 jauntily RB
## 2837 d1 2837 on IN
## 2838 d1 2838 top JJ
## 2839 d1 2839 of IN
## 2840 d1 2840 his PRP$
## 2841 d1 2841 neat JJ
## 2842 d1 2842 hair NN
## 2843 d1 2843 , ,
## 2844 d1 2844 his PRP$
## 2845 d1 2845 horn NN
## 2846 d1 2846 - :
## 2847 d1 2847 rimmed VBD
## 2848 d1 2848 glasses NNS
## 2849 d1 2849 flashing VBG
## 2850 d1 2850 in IN
## 2851 d1 2851 the DT
## 2852 d1 2852 Egyptian JJ
## 2853 d1 2853 sun NN
## 2854 d1 2854 . .
## 2855 d1 2855 Harry NNP
## 2856 d1 2856 now RB
## 2857 d1 2857 turned VBD
## 2858 d1 2858 to TO
## 2859 d1 2859 his PRP$
## 2860 d1 2860 present JJ
## 2861 d1 2861 and CC
## 2862 d1 2862 unwrapped VBN
## 2863 d1 2863 it PRP
## 2864 d1 2864 . .
## 2865 d1 2865 Inside IN
## 2866 d1 2866 was VBD
## 2867 d1 2867 what WP
## 2868 d1 2868 looked VBD
## 2869 d1 2869 like IN
## 2870 d1 2870 a DT
## 2871 d1 2871 miniature JJ
## 2872 d1 2872 glass NN
## 2873 d1 2873 spinning JJ
## 2874 d1 2874 top JJ
## 2875 d1 2875 . .
## 2876 d1 2876 There EX
## 2877 d1 2877 was VBD
## 2878 d1 2878 another DT
## 2879 d1 2879 note NN
## 2880 d1 2880 from IN
## 2881 d1 2881 Ron NNP
## 2882 d1 2882 beneath IN
## 2883 d1 2883 it PRP
## 2884 d1 2884 . .
## 2885 d1 2885 Harry NNP
## 2886 d1 2886 - :
## 2887 d1 2887 - :
## 2888 d1 2888 this DT
## 2889 d1 2889 is VBZ
## 2890 d1 2890 a DT
## 2891 d1 2891 Pocket NN
## 2892 d1 2892 Sneakoscope NN
## 2893 d1 2893 . .
## 2894 d1 2894 If IN
## 2895 d1 2895 there's NN
## 2896 d1 2896 someone NN
## 2897 d1 2897 untrustworthy JJ
## 2898 d1 2898 around IN
## 2899 d1 2899 , ,
## 2900 d1 2900 it's NN
## 2901 d1 2901 supposed VBN
## 2902 d1 2902 to TO
## 2903 d1 2903 light JJ
## 2904 d1 2904 up RP
## 2905 d1 2905 and CC
## 2906 d1 2906 spin VB
## 2907 d1 2907 . .
## 2908 d1 2908 Bill NNP
## 2909 d1 2909 says VBZ
## 2910 d1 2910 it's NN
## 2911 d1 2911 rubbish JJ
## 2912 d1 2912 sold VBN
## 2913 d1 2913 for IN
## 2914 d1 2914 wizard NNP
## 2915 d1 2915 tourists NNS
## 2916 d1 2916 and CC
## 2917 d1 2917 isn't NN
## 2918 d1 2918 reliable JJ
## 2919 d1 2919 , ,
## 2920 d1 2920 because IN
## 2921 d1 2921 it PRP
## 2922 d1 2922 kept VBD
## 2923 d1 2923 lighting VBG
## 2924 d1 2924 up RP
## 2925 d1 2925 at IN
## 2926 d1 2926 dinner NN
## 2927 d1 2927 last JJ
## 2928 d1 2928 night NN
## 2929 d1 2929 . .
## 2930 d1 2930 But CC
## 2931 d1 2931 he PRP
## 2932 d1 2932 didn't NN
## 2933 d1 2933 realize VB
## 2934 d1 2934 Fred NNP
## 2935 d1 2935 and CC
## 2936 d1 2936 George NNP
## 2937 d1 2937 had VBD
## 2938 d1 2938 put VB
## 2939 d1 2939 beetles NNS
## 2940 d1 2940 in IN
## 2941 d1 2941 his PRP$
## 2942 d1 2942 soup NN
## 2943 d1 2943 . .
## 2944 d1 2944 Bye NNP
## 2945 d1 2945 - :
## 2946 d1 2946 - :
## 2947 d1 2947 Ron Harry NNP
## 2948 d1 2948 put VB
## 2949 d1 2949 the DT
## 2950 d1 2950 Pocket NN
## 2951 d1 2951 Sneakoscope NN
## 2952 d1 2952 on IN
## 2953 d1 2953 his PRP$
## 2954 d1 2954 bedside NN
## 2955 d1 2955 table NN
## 2956 d1 2956 , ,
## 2957 d1 2957 where WRB
## 2958 d1 2958 it PRP
## 2959 d1 2959 stood VBD
## 2960 d1 2960 quite RB
## 2961 d1 2961 still RB
## 2962 d1 2962 , ,
## 2963 d1 2963 balanced JJ
## 2964 d1 2964 on IN
## 2965 d1 2965 its PRP$
## 2966 d1 2966 point NN
## 2967 d1 2967 , ,
## 2968 d1 2968 reflecting VBG
## 2969 d1 2969 the DT
## 2970 d1 2970 luminous JJ
## 2971 d1 2971 hands NNS
## 2972 d1 2972 of IN
## 2973 d1 2973 his PRP$
## 2974 d1 2974 clock NN
## 2975 d1 2975 . .
## 2976 d1 2976 He PRP
## 2977 d1 2977 looked VBD
## 2978 d1 2978 at IN
## 2979 d1 2979 it PRP
## 2980 d1 2980 happily RB
## 2981 d1 2981 for IN
## 2982 d1 2982 a DT
## 2983 d1 2983 few JJ
## 2984 d1 2984 seconds NNS
## 2985 d1 2985 , ,
## 2986 d1 2986 then RB
## 2987 d1 2987 picked VBD
## 2988 d1 2988 up RP
## 2989 d1 2989 the DT
## 2990 d1 2990 parcel NN
## 2991 d1 2991 Hedwig NNP
## 2992 d1 2992 had VBD
## 2993 d1 2993 brought VBN
## 2994 d1 2994 . .
## 2995 d1 2995 Inside NN
## 2996 d1 2996 this DT
## 2997 d1 2997 , ,
## 2998 d1 2998 too RB
## 2999 d1 2999 , ,
## 3000 d1 3000 there EX
## 3001 d1 3001 was VBD
## 3002 d1 3002 a DT
## 3003 d1 3003 wrapped VBD
## 3004 d1 3004 present JJ
## 3005 d1 3005 , ,
## 3006 d1 3006 a DT
## 3007 d1 3007 card NN
## 3008 d1 3008 , ,
## 3009 d1 3009 and CC
## 3010 d1 3010 a DT
## 3011 d1 3011 letter NN
## 3012 d1 3012 , ,
## 3013 d1 3013 this DT
## 3014 d1 3014 time NN
## 3015 d1 3015 from IN
## 3016 d1 3016 Hermione NN
## 3017 d1 3017 . .
## 3018 d1 3018 Dear JJ
## 3019 d1 3019 Harry NNP
## 3020 d1 3020 , ,
## 3021 d1 3021 Ron NN
## 3022 d1 3022 wrote VBD
## 3023 d1 3023 to TO
## 3024 d1 3024 me PRP
## 3025 d1 3025 and CC
## 3026 d1 3026 told VBD
## 3027 d1 3027 me PRP
## 3028 d1 3028 about IN
## 3029 d1 3029 his PRP$
## 3030 d1 3030 phone NN
## 3031 d1 3031 call VB
## 3032 d1 3032 to TO
## 3033 d1 3033 your PRP$
## 3034 d1 3034 Uncle NNP
## 3035 d1 3035 Vernon NNP
## 3036 d1 3036 . .
## 3037 d1 3037 I PRP
## 3038 d1 3038 do VBP
## 3039 d1 3039 hope NN
## 3040 d1 3040 you're NN
## 3041 d1 3041 all DT
## 3042 d1 3042 right NN
## 3043 d1 3043 . .
## 3044 d1 3044 I'm NN
## 3045 d1 3045 on IN
## 3046 d1 3046 holiday NN
## 3047 d1 3047 in IN
## 3048 d1 3048 France NNP
## 3049 d1 3049 at IN
## 3050 d1 3050 the DT
## 3051 d1 3051 moment NN
## 3052 d1 3052 and CC
## 3053 d1 3053 I PRP
## 3054 d1 3054 didn't NN
## 3055 d1 3055 know VB
## 3056 d1 3056 how WRB
## 3057 d1 3057 I PRP
## 3058 d1 3058 was VBD
## 3059 d1 3059 going VBG
## 3060 d1 3060 to TO
## 3061 d1 3061 send VB
## 3062 d1 3062 this DT
## 3063 d1 3063 to TO
## 3064 d1 3064 you PRP
## 3065 d1 3065 - :
## 3066 d1 3066 - :
## 3067 d1 3067 what WP
## 3068 d1 3068 if IN
## 3069 d1 3069 they'd NN
## 3070 d1 3070 opened VBD
## 3071 d1 3071 it PRP
## 3072 d1 3072 at IN
## 3073 d1 3073 customs NNS
## 3074 d1 3074 ? .
## 3075 d1 3075 - :
## 3076 d1 3076 - :
## 3077 d1 3077 but CC
## 3078 d1 3078 then RB
## 3079 d1 3079 Hedwig NNP
## 3080 d1 3080 turned VBD
## 3081 d1 3081 up RP
## 3082 d1 3082 ! .
## 3083 d1 3083 I PRP
## 3084 d1 3084 think VBP
## 3085 d1 3085 she PRP
## 3086 d1 3086 wanted VBD
## 3087 d1 3087 to TO
## 3088 d1 3088 make VB
## 3089 d1 3089 sure JJ
## 3090 d1 3090 you PRP
## 3091 d1 3091 got VBD
## 3092 d1 3092 something NN
## 3093 d1 3093 for IN
## 3094 d1 3094 your PRP$
## 3095 d1 3095 birthday NN
## 3096 d1 3096 for IN
## 3097 d1 3097 a DT
## 3098 d1 3098 change NN
## 3099 d1 3099 . .
## 3100 d1 3100 I PRP
## 3101 d1 3101 bought VBD
## 3102 d1 3102 your PRP$
## 3103 d1 3103 present JJ
## 3104 d1 3104 by IN
## 3105 d1 3105 owl NN
## 3106 d1 3106 - :
## 3107 d1 3107 order NN
## 3108 d1 3108 ; :
## 3109 d1 3109 there EX
## 3110 d1 3110 was VBD
## 3111 d1 3111 an DT
## 3112 d1 3112 advertisement NN
## 3113 d1 3113 in IN
## 3114 d1 3114 the DT
## 3115 d1 3115 Daily NNP
## 3116 d1 3116 Prophet NN
## 3117 d1 3117 (I've JJ
## 3118 d1 3118 been VBN
## 3119 d1 3119 getting VBG
## 3120 d1 3120 it PRP
## 3121 d1 3121 delivered VBN
## 3122 d1 3122 ; :
## 3123 d1 3123 it's NN
## 3124 d1 3124 so RB
## 3125 d1 3125 good JJ
## 3126 d1 3126 to TO
## 3127 d1 3127 keep VB
## 3128 d1 3128 up RP
## 3129 d1 3129 with IN
## 3130 d1 3130 what's NN
## 3131 d1 3131 going VBG
## 3132 d1 3132 on IN
## 3133 d1 3133 in IN
## 3134 d1 3134 the DT
## 3135 d1 3135 wizarding VBG
## 3136 d1 3136 world) NN
## 3137 d1 3137 , ,
## 3138 d1 3138 Did VBD
## 3139 d1 3139 you PRP
## 3140 d1 3140 see VB
## 3141 d1 3141 that IN
## 3142 d1 3142 picture NN
## 3143 d1 3143 of IN
## 3144 d1 3144 Ron NNP
## 3145 d1 3145 and CC
## 3146 d1 3146 his PRP$
## 3147 d1 3147 family NN
## 3148 d1 3148 a DT
## 3149 d1 3149 week NN
## 3150 d1 3150 ago RB
## 3151 d1 3151 ? .
## 3152 d1 3152 I PRP
## 3153 d1 3153 bet NN
## 3154 d1 3154 he's NN
## 3155 d1 3155 learning VBG
## 3156 d1 3156 loads NNS
## 3157 d1 3157 . .
## 3158 d1 3158 I'm NNP
## 3159 d1 3159 really RB
## 3160 d1 3160 jealous JJ
## 3161 d1 3161 - :
## 3162 d1 3162 - :
## 3163 d1 3163 the DT
## 3164 d1 3164 ancient JJ
## 3165 d1 3165 Egyptian JJ
## 3166 d1 3166 wizards NNS
## 3167 d1 3167 were VBD
## 3168 d1 3168 fascinating JJ
## 3169 d1 3169 . .
## 3170 d1 3170 There's NN
## 3171 d1 3171 some DT
## 3172 d1 3172 interesting JJ
## 3173 d1 3173 local JJ
## 3174 d1 3174 history NN
## 3175 d1 3175 of IN
## 3176 d1 3176 witchcraft NN
## 3177 d1 3177 here RB
## 3178 d1 3178 , ,
## 3179 d1 3179 too RB
## 3180 d1 3180 . .
## 3181 d1 3181 I've JJ
## 3182 d1 3182 rewritten VBN
## 3183 d1 3183 my PRP$
## 3184 d1 3184 whole JJ
## 3185 d1 3185 History NN
## 3186 d1 3186 of IN
## 3187 d1 3187 Magic NNP
## 3188 d1 3188 essay NN
## 3189 d1 3189 to TO
## 3190 d1 3190 include VBP
## 3191 d1 3191 some DT
## 3192 d1 3192 of IN
## 3193 d1 3193 the DT
## 3194 d1 3194 things NNS
## 3195 d1 3195 I've JJ
## 3196 d1 3196 found VBD
## 3197 d1 3197 out RP
## 3198 d1 3198 , ,
## 3199 d1 3199 I PRP
## 3200 d1 3200 hope NN
## 3201 d1 3201 it's NN
## 3202 d1 3202 not RB
## 3203 d1 3203 too RB
## 3204 d1 3204 long JJ
## 3205 d1 3205 - :
## 3206 d1 3206 - :
## 3207 d1 3207 it's NN
## 3208 d1 3208 two CD
## 3209 d1 3209 rolls NNS
## 3210 d1 3210 of IN
## 3211 d1 3211 parchment NN
## 3212 d1 3212 more JJR
## 3213 d1 3213 than IN
## 3214 d1 3214 Professor NNP
## 3215 d1 3215 Binns NNS
## 3216 d1 3216 asked VBD
## 3217 d1 3217 for IN
## 3218 d1 3218 . .
## 3219 d1 3219 Ron NN
## 3220 d1 3220 says VBZ
## 3221 d1 3221 he's NN
## 3222 d1 3222 going VBG
## 3223 d1 3223 to TO
## 3224 d1 3224 be VB
## 3225 d1 3225 in IN
## 3226 d1 3226 London NNP
## 3227 d1 3227 in IN
## 3228 d1 3228 the DT
## 3229 d1 3229 last JJ
## 3230 d1 3230 week NN
## 3231 d1 3231 of IN
## 3232 d1 3232 the DT
## 3233 d1 3233 holidays NNS
## 3234 d1 3234 . .
## 3235 d1 3235 Can MD
## 3236 d1 3236 you PRP
## 3237 d1 3237 make VB
## 3238 d1 3238 it PRP
## 3239 d1 3239 ? .
## 3240 d1 3240 Will MD
## 3241 d1 3241 your PRP$
## 3242 d1 3242 aunt NN
## 3243 d1 3243 and CC
## 3244 d1 3244 uncle NN
## 3245 d1 3245 let VB
## 3246 d1 3246 you PRP
## 3247 d1 3247 come VB
## 3248 d1 3248 ? .
## 3249 d1 3249 I PRP
## 3250 d1 3250 really RB
## 3251 d1 3251 hope NN
## 3252 d1 3252 you PRP
## 3253 d1 3253 can MD
## 3254 d1 3254 . .
## 3255 d1 3255 If IN
## 3256 d1 3256 not RB
## 3257 d1 3257 , ,
## 3258 d1 3258 I'll NNP
## 3259 d1 3259 see VB
## 3260 d1 3260 you PRP
## 3261 d1 3261 on IN
## 3262 d1 3262 the DT
## 3263 d1 3263 Hogwarts NNS
## 3264 d1 3264 Express NNP
## 3265 d1 3265 on IN
## 3266 d1 3266 September NNP
## 3267 d1 3267 first JJ
## 3268 d1 3268 ! .
## 3269 d1 3269 Love VB
## 3270 d1 3270 from IN
## 3271 d1 3271 Hermione P NNP
## 3272 d1 3272 . .
## 3273 d1 3273 S NNP
## 3274 d1 3274 . .
## 3275 d1 3275 Ron NNP
## 3276 d1 3276 says VBZ
## 3277 d1 3277 Percy's NNP
## 3278 d1 3278 Head NNP
## 3279 d1 3279 Boy NNP
## 3280 d1 3280 . .
## 3281 d1 3281 I'll NNP
## 3282 d1 3282 bet NN
## 3283 d1 3283 Percy's NNP
## 3284 d1 3284 really RB
## 3285 d1 3285 pleased JJ
## 3286 d1 3286 Ron NNP
## 3287 d1 3287 doesn't NN
## 3288 d1 3288 seem VBP
## 3289 d1 3289 too RB
## 3290 d1 3290 happy JJ
## 3291 d1 3291 about IN
## 3292 d1 3292 it Harry NNP
## 3293 d1 3293 laughed VBD
## 3294 d1 3294 as IN
## 3295 d1 3295 he PRP
## 3296 d1 3296 put VB
## 3297 d1 3297 Herrmone's NNP
## 3298 d1 3298 letter NN
## 3299 d1 3299 aside RB
## 3300 d1 3300 and CC
## 3301 d1 3301 picked VBD
## 3302 d1 3302 up RP
## 3303 d1 3303 her PRP$
## 3304 d1 3304 present JJ
## 3305 d1 3305 . .
## 3306 d1 3306 It PRP
## 3307 d1 3307 was VBD
## 3308 d1 3308 very RB
## 3309 d1 3309 heavy JJ
## 3310 d1 3310 . .
## 3311 d1 3311 Knowing VBG
## 3312 d1 3312 Hermione NN
## 3313 d1 3313 , ,
## 3314 d1 3314 he PRP
## 3315 d1 3315 was VBD
## 3316 d1 3316 sure JJ
## 3317 d1 3317 it PRP
## 3318 d1 3318 would MD
## 3319 d1 3319 be VB
## 3320 d1 3320 a DT
## 3321 d1 3321 large JJ
## 3322 d1 3322 book NN
## 3323 d1 3323 full JJ
## 3324 d1 3324 of IN
## 3325 d1 3325 very RB
## 3326 d1 3326 difficult JJ
## 3327 d1 3327 spells NNS
## 3328 d1 3328 - :
## 3329 d1 3329 - :
## 3330 d1 3330 but CC
## 3331 d1 3331 it PRP
## 3332 d1 3332 wasn't NN
## 3333 d1 3333 . .
## 3334 d1 3334 His PRP$
## 3335 d1 3335 heart NN
## 3336 d1 3336 gave VBD
## 3337 d1 3337 a DT
## 3338 d1 3338 huge JJ
## 3339 d1 3339 bound VBN
## 3340 d1 3340 as IN
## 3341 d1 3341 he PRP
## 3342 d1 3342 ripped VBN
## 3343 d1 3343 back RB
## 3344 d1 3344 the DT
## 3345 d1 3345 paper NN
## 3346 d1 3346 and CC
## 3347 d1 3347 saw VBD
## 3348 d1 3348 a DT
## 3349 d1 3349 sleek JJ
## 3350 d1 3350 black JJ
## 3351 d1 3351 leather NN
## 3352 d1 3352 case NN
## 3353 d1 3353 , ,
## 3354 d1 3354 with IN
## 3355 d1 3355 silver NN
## 3356 d1 3356 words NNS
## 3357 d1 3357 stamped VBN
## 3358 d1 3358 across IN
## 3359 d1 3359 it PRP
## 3360 d1 3360 , ,
## 3361 d1 3361 reading NN
## 3362 d1 3362 Broomstick NN
## 3363 d1 3363 Servicing NN
## 3364 d1 3364 Kit NN
## 3365 d1 3365 . .
## 3366 d1 3366 '' ''
## 3367 d1 3367 , ,
## 3368 d1 3368 Hermione NN
## 3369 d1 3369 ! .
## 3370 d1 3370 '' ''
## 3371 d1 3371 Harry NNP
## 3372 d1 3372 whispered VBN
## 3373 d1 3373 , ,
## 3374 d1 3374 unzipping VBG
## 3375 d1 3375 the DT
## 3376 d1 3376 case NN
## 3377 d1 3377 to TO
## 3378 d1 3378 look VB
## 3379 d1 3379 inside IN
## 3380 d1 3380 . .
## 3381 d1 3381 There RB
## 3382 d1 3382 was VBD
## 3383 d1 3383 a DT
## 3384 d1 3384 large JJ
## 3385 d1 3385 jar NN
## 3386 d1 3386 of IN
## 3387 d1 3387 Fleetwood's NNP
## 3388 d1 3388 High NNP
## 3389 d1 3389 - :
## 3390 d1 3390 Finish VB
## 3391 d1 3391 Handle VB
## 3392 d1 3392 Polish JJ
## 3393 d1 3393 , ,
## 3394 d1 3394 a DT
## 3395 d1 3395 pair NN
## 3396 d1 3396 of IN
## 3397 d1 3397 gleaming VBG
## 3398 d1 3398 silver NN
## 3399 d1 3399 Tall JJ
## 3400 d1 3400 - :
## 3401 d1 3401 Twig NNP
## 3402 d1 3402 Clippers NNS
## 3403 d1 3403 , ,
## 3404 d1 3404 a DT
## 3405 d1 3405 tiny JJ
## 3406 d1 3406 brass NN
## 3407 d1 3407 compass VB
## 3408 d1 3408 to TO
## 3409 d1 3409 clip VB
## 3410 d1 3410 on IN
## 3411 d1 3411 your PRP$
## 3412 d1 3412 broom NN
## 3413 d1 3413 for IN
## 3414 d1 3414 long JJ
## 3415 d1 3415 journeys NNS
## 3416 d1 3416 , ,
## 3417 d1 3417 and CC
## 3418 d1 3418 a DT
## 3419 d1 3419 Handbook NN
## 3420 d1 3420 of IN
## 3421 d1 3421 Do VBP
## 3422 d1 3422 - :
## 3423 d1 3423 It PRP
## 3424 d1 3424 - :
## 3425 d1 3425 Yourself PRP
## 3426 d1 3426 Broomcare JJ
## 3427 d1 3427 . .
## 3428 d1 3428 Apart JJ
## 3429 d1 3429 from IN
## 3430 d1 3430 his PRP$
## 3431 d1 3431 friends NNS
## 3432 d1 3432 , ,
## 3433 d1 3433 the DT
## 3434 d1 3434 thing NN
## 3435 d1 3435 that IN
## 3436 d1 3436 Harry NNP
## 3437 d1 3437 missed VBN
## 3438 d1 3438 most JJS
## 3439 d1 3439 about IN
## 3440 d1 3440 Hogwarts NNS
## 3441 d1 3441 was VBD
## 3442 d1 3442 Quidditch NN
## 3443 d1 3443 , ,
## 3444 d1 3444 the DT
## 3445 d1 3445 most JJS
## 3446 d1 3446 popular JJ
## 3447 d1 3447 sport NN
## 3448 d1 3448 in IN
## 3449 d1 3449 the DT
## 3450 d1 3450 magical JJ
## 3451 d1 3451 world NN
## 3452 d1 3452 - :
## 3453 d1 3453 - :
## 3454 d1 3454 highly RB
## 3455 d1 3455 dangerous JJ
## 3456 d1 3456 , ,
## 3457 d1 3457 very RB
## 3458 d1 3458 exciting JJ
## 3459 d1 3459 , ,
## 3460 d1 3460 and CC
## 3461 d1 3461 played VBD
## 3462 d1 3462 on IN
## 3463 d1 3463 broomsticks NNS
## 3464 d1 3464 . .
## 3465 d1 3465 Harry NNP
## 3466 d1 3466 happened VBD
## 3467 d1 3467 to TO
## 3468 d1 3468 be VB
## 3469 d1 3469 a DT
## 3470 d1 3470 very RB
## 3471 d1 3471 good JJ
## 3472 d1 3472 Quidditch NN
## 3473 d1 3473 player NN
## 3474 d1 3474 ; :
## 3475 d1 3475 he PRP
## 3476 d1 3476 had VBD
## 3477 d1 3477 been VBN
## 3478 d1 3478 the DT
## 3479 d1 3479 youngest JJS
## 3480 d1 3480 person NN
## 3481 d1 3481 in IN
## 3482 d1 3482 a DT
## 3483 d1 3483 century NN
## 3484 d1 3484 to TO
## 3485 d1 3485 be VB
## 3486 d1 3486 picked VBD
## 3487 d1 3487 for IN
## 3488 d1 3488 one CD
## 3489 d1 3489 of IN
## 3490 d1 3490 the DT
## 3491 d1 3491 Hogwarts NNS
## 3492 d1 3492 House NNP
## 3493 d1 3493 teams NNS
## 3494 d1 3494 . .
## 3495 d1 3495 One CD
## 3496 d1 3496 of IN
## 3497 d1 3497 Harry's NNP
## 3498 d1 3498 most JJS
## 3499 d1 3499 prized VBN
## 3500 d1 3500 possessions NNS
## 3501 d1 3501 was VBD
## 3502 d1 3502 his PRP$
## 3503 d1 3503 Nimbus JJ
## 3504 d1 3504 Two CD
## 3505 d1 3505 Thousand NNP
## 3506 d1 3506 racing VBG
## 3507 d1 3507 broom NN
## 3508 d1 3508 . .
## 3509 d1 3509 Harry NNP
## 3510 d1 3510 put VB
## 3511 d1 3511 the DT
## 3512 d1 3512 leather NN
## 3513 d1 3513 case NN
## 3514 d1 3514 aside RB
## 3515 d1 3515 and CC
## 3516 d1 3516 picked VBD
## 3517 d1 3517 up RP
## 3518 d1 3518 his PRP$
## 3519 d1 3519 last JJ
## 3520 d1 3520 parcel NN
## 3521 d1 3521 . .
## 3522 d1 3522 He PRP
## 3523 d1 3523 recognized VBN
## 3524 d1 3524 the DT
## 3525 d1 3525 untidy NNP
## 3526 d1 3526 scrawl NN
## 3527 d1 3527 on IN
## 3528 d1 3528 the DT
## 3529 d1 3529 brown JJ
## 3530 d1 3530 paper NN
## 3531 d1 3531 at IN
## 3532 d1 3532 once RB
## 3533 d1 3533 : :
## 3534 d1 3534 this DT
## 3535 d1 3535 was VBD
## 3536 d1 3536 from IN
## 3537 d1 3537 Hagrid JJ
## 3538 d1 3538 , ,
## 3539 d1 3539 the DT
## 3540 d1 3540 Hogwarts NNS
## 3541 d1 3541 gamekeeper NN
## 3542 d1 3542 . .
## 3543 d1 3543 He PRP
## 3544 d1 3544 tore VBD
## 3545 d1 3545 off RP
## 3546 d1 3546 the DT
## 3547 d1 3547 top JJ
## 3548 d1 3548 layer NN
## 3549 d1 3549 of IN
## 3550 d1 3550 paper NN
## 3551 d1 3551 and CC
## 3552 d1 3552 glimpsed JJ
## 3553 d1 3553 something NN
## 3554 d1 3554 green JJ
## 3555 d1 3555 and CC
## 3556 d1 3556 leathery NN
## 3557 d1 3557 , ,
## 3558 d1 3558 but CC
## 3559 d1 3559 before IN
## 3560 d1 3560 he PRP
## 3561 d1 3561 could MD
## 3562 d1 3562 unwrap NN
## 3563 d1 3563 it PRP
## 3564 d1 3564 properly RB
## 3565 d1 3565 , ,
## 3566 d1 3566 the DT
## 3567 d1 3567 parcel NN
## 3568 d1 3568 gave VBD
## 3569 d1 3569 a DT
## 3570 d1 3570 strange JJ
## 3571 d1 3571 quiver NN
## 3572 d1 3572 , ,
## 3573 d1 3573 and CC
## 3574 d1 3574 whatever WDT
## 3575 d1 3575 was VBD
## 3576 d1 3576 inside IN
## 3577 d1 3577 it PRP
## 3578 d1 3578 snapped VBN
## 3579 d1 3579 loudly RB
## 3580 d1 3580 - :
## 3581 d1 3581 - :
## 3582 d1 3582 as IN
## 3583 d1 3583 though IN
## 3584 d1 3584 it PRP
## 3585 d1 3585 had VBD
## 3586 d1 3586 jaws NNS
## 3587 d1 3587 . .
## 3588 d1 3588 Harry NNP
## 3589 d1 3589 froze VBD
## 3590 d1 3590 . .
## 3591 d1 3591 He PRP
## 3592 d1 3592 knew VBD
## 3593 d1 3593 that IN
## 3594 d1 3594 Hagrid JJ
## 3595 d1 3595 would MD
## 3596 d1 3596 never RB
## 3597 d1 3597 send VB
## 3598 d1 3598 him PRP
## 3599 d1 3599 anything NN
## 3600 d1 3600 dangerous JJ
## 3601 d1 3601 on IN
## 3602 d1 3602 purpose NN
## 3603 d1 3603 , ,
## 3604 d1 3604 but CC
## 3605 d1 3605 then RB
## 3606 d1 3606 , ,
## 3607 d1 3607 Hagrid JJ
## 3608 d1 3608 didn't NN
## 3609 d1 3609 have VBP
## 3610 d1 3610 a DT
## 3611 d1 3611 normal JJ
## 3612 d1 3612 person's NN
## 3613 d1 3613 view NN
## 3614 d1 3614 of IN
## 3615 d1 3615 what WP
## 3616 d1 3616 was VBD
## 3617 d1 3617 dangerous JJ
## 3618 d1 3618 . .
## 3619 d1 3619 Hagrid JJ
## 3620 d1 3620 had VBD
## 3621 d1 3621 been VBN
## 3622 d1 3622 known VBN
## 3623 d1 3623 to TO
## 3624 d1 3624 befriend NN
## 3625 d1 3625 giant JJ
## 3626 d1 3626 spiders NNS
## 3627 d1 3627 , ,
## 3628 d1 3628 buy VB
## 3629 d1 3629 vicious JJ
## 3630 d1 3630 , ,
## 3631 d1 3631 three CD
## 3632 d1 3632 - :
## 3633 d1 3633 headed VBN
## 3634 d1 3634 dogs NNS
## 3635 d1 3635 from IN
## 3636 d1 3636 men NNS
## 3637 d1 3637 in IN
## 3638 d1 3638 pubs NNS
## 3639 d1 3639 , ,
## 3640 d1 3640 and CC
## 3641 d1 3641 sneak NN
## 3642 d1 3642 illegal JJ
## 3643 d1 3643 dragon NNP
## 3644 d1 3644 eggs NNS
## 3645 d1 3645 into IN
## 3646 d1 3646 his PRP$
## 3647 d1 3647 cabin NNP
## 3648 d1 3648 . .
## 3649 d1 3649 Harry NNP
## 3650 d1 3650 poked VBD
## 3651 d1 3651 the DT
## 3652 d1 3652 parcel NN
## 3653 d1 3653 nervously RB
## 3654 d1 3654 . .
## 3655 d1 3655 It PRP
## 3656 d1 3656 snapped VBN
## 3657 d1 3657 loudly RB
## 3658 d1 3658 again RB
## 3659 d1 3659 . .
## 3660 d1 3660 Harry NNP
## 3661 d1 3661 reached VBN
## 3662 d1 3662 for IN
## 3663 d1 3663 the DT
## 3664 d1 3664 lamp NN
## 3665 d1 3665 on IN
## 3666 d1 3666 his PRP$
## 3667 d1 3667 bedside NN
## 3668 d1 3668 table NN
## 3669 d1 3669 , ,
## 3670 d1 3670 gripped VBD
## 3671 d1 3671 it PRP
## 3672 d1 3672 firmly RB
## 3673 d1 3673 in IN
## 3674 d1 3674 one CD
## 3675 d1 3675 hand NN
## 3676 d1 3676 , ,
## 3677 d1 3677 and CC
## 3678 d1 3678 raised VBD
## 3679 d1 3679 it PRP
## 3680 d1 3680 over IN
## 3681 d1 3681 his PRP$
## 3682 d1 3682 head NN
## 3683 d1 3683 , ,
## 3684 d1 3684 ready JJ
## 3685 d1 3685 to TO
## 3686 d1 3686 strike NN
## 3687 d1 3687 . .
## 3688 d1 3688 Then RB
## 3689 d1 3689 he PRP
## 3690 d1 3690 seized VBD
## 3691 d1 3691 the DT
## 3692 d1 3692 rest NN
## 3693 d1 3693 of IN
## 3694 d1 3694 the DT
## 3695 d1 3695 wrapping VBG
## 3696 d1 3696 paper NN
## 3697 d1 3697 in IN
## 3698 d1 3698 his PRP$
## 3699 d1 3699 other JJ
## 3700 d1 3700 hand NN
## 3701 d1 3701 and CC
## 3702 d1 3702 pulled VBD
## 3703 d1 3703 . .
## 3704 d1 3704 And NNP
## 3705 d1 3705 out RP
## 3706 d1 3706 fell VBD
## 3707 d1 3707 - :
## 3708 d1 3708 - :
## 3709 d1 3709 a DT
## 3710 d1 3710 book NN
## 3711 d1 3711 . .
## 3712 d1 3712 Harry NNP
## 3713 d1 3713 just RB
## 3714 d1 3714 had VBD
## 3715 d1 3715 time NN
## 3716 d1 3716 to TO
## 3717 d1 3717 register VB
## 3718 d1 3718 its PRP$
## 3719 d1 3719 handsome JJ
## 3720 d1 3720 green JJ
## 3721 d1 3721 cover VB
## 3722 d1 3722 , ,
## 3723 d1 3723 emblazoned VBN
## 3724 d1 3724 with IN
## 3725 d1 3725 the DT
## 3726 d1 3726 golden JJ
## 3727 d1 3727 title NN
## 3728 d1 3728 The DT
## 3729 d1 3729 Monster NN
## 3730 d1 3730 Book NNP
## 3731 d1 3731 of IN
## 3732 d1 3732 Monsters NNS
## 3733 d1 3733 , ,
## 3734 d1 3734 before IN
## 3735 d1 3735 it PRP
## 3736 d1 3736 flipped VBD
## 3737 d1 3737 onto IN
## 3738 d1 3738 its PRP$
## 3739 d1 3739 edge NN
## 3740 d1 3740 and CC
## 3741 d1 3741 scuttled VBD
## 3742 d1 3742 sideways RB
## 3743 d1 3743 along IN
## 3744 d1 3744 the DT
## 3745 d1 3745 bed NN
## 3746 d1 3746 like IN
## 3747 d1 3747 some DT
## 3748 d1 3748 weird JJ
## 3749 d1 3749 crab NN
## 3750 d1 3750 . .
## 3751 d1 3751 '' ''
## 3752 d1 3752 - :
## 3753 d1 3753 oh UH
## 3754 d1 3754 , ,
## 3755 d1 3755 '' ''
## 3756 d1 3756 Harry NNP
## 3757 d1 3757 muttered VBN
## 3758 d1 3758 . .
## 3759 d1 3759 The NNP
## 3760 d1 3760 book NN
## 3761 d1 3761 toppled VBN
## 3762 d1 3762 off RP
## 3763 d1 3763 the DT
## 3764 d1 3764 bed NN
## 3765 d1 3765 with IN
## 3766 d1 3766 a DT
## 3767 d1 3767 loud JJ
## 3768 d1 3768 clunk NN
## 3769 d1 3769 and CC
## 3770 d1 3770 shuffled VBD
## 3771 d1 3771 rapidly RB
## 3772 d1 3772 across IN
## 3773 d1 3773 the DT
## 3774 d1 3774 room NN
## 3775 d1 3775 . .
## 3776 d1 3776 Harry NNP
## 3777 d1 3777 followed VBN
## 3778 d1 3778 it PRP
## 3779 d1 3779 stealthily RB
## 3780 d1 3780 . .
## 3781 d1 3781 The DT
## 3782 d1 3782 book NN
## 3783 d1 3783 was VBD
## 3784 d1 3784 hiding VBG
## 3785 d1 3785 in IN
## 3786 d1 3786 the DT
## 3787 d1 3787 dark JJ
## 3788 d1 3788 space NN
## 3789 d1 3789 under IN
## 3790 d1 3790 his PRP$
## 3791 d1 3791 desk NN
## 3792 d1 3792 . .
## 3793 d1 3793 Praying VBG
## 3794 d1 3794 that IN
## 3795 d1 3795 the DT
## 3796 d1 3796 Dursleys NNS
## 3797 d1 3797 were VBD
## 3798 d1 3798 still RB
## 3799 d1 3799 fast RB
## 3800 d1 3800 asleep JJ
## 3801 d1 3801 , ,
## 3802 d1 3802 Harry NNP
## 3803 d1 3803 got VBD
## 3804 d1 3804 down RB
## 3805 d1 3805 on IN
## 3806 d1 3806 his PRP$
## 3807 d1 3807 hands NNS
## 3808 d1 3808 and CC
## 3809 d1 3809 knees NNS
## 3810 d1 3810 and CC
## 3811 d1 3811 reached VBN
## 3812 d1 3812 toward IN
## 3813 d1 3813 it PRP
## 3814 d1 3814 . .
## 3815 d1 3815 '' ''
## 3816 d1 3816 ! .
## 3817 d1 3817 '' ''
## 3818 d1 3818 book NN
## 3819 d1 3819 snapped VBN
## 3820 d1 3820 shut VB
## 3821 d1 3821 on IN
## 3822 d1 3822 his PRP$
## 3823 d1 3823 hand NN
## 3824 d1 3824 and CC
## 3825 d1 3825 then RB
## 3826 d1 3826 flapped VBN
## 3827 d1 3827 past JJ
## 3828 d1 3828 him PRP
## 3829 d1 3829 , ,
## 3830 d1 3830 still RB
## 3831 d1 3831 scuttling VBG
## 3832 d1 3832 on IN
## 3833 d1 3833 its PRP$
## 3834 d1 3834 covers VBZ
## 3835 d1 3835 . .
## 3836 d1 3836 Harry NNP
## 3837 d1 3837 scrambled VBD
## 3838 d1 3838 around IN
## 3839 d1 3839 , ,
## 3840 d1 3840 threw VBD
## 3841 d1 3841 himself PRP
## 3842 d1 3842 forward RB
## 3843 d1 3843 , ,
## 3844 d1 3844 and CC
## 3845 d1 3845 managed VBN
## 3846 d1 3846 to TO
## 3847 d1 3847 flatten VB
## 3848 d1 3848 it PRP
## 3849 d1 3849 . .
## 3850 d1 3850 Uncle NNP
## 3851 d1 3851 Vernon NNP
## 3852 d1 3852 gave VBD
## 3853 d1 3853 a DT
## 3854 d1 3854 loud JJ
## 3855 d1 3855 , ,
## 3856 d1 3856 sleepy JJ
## 3857 d1 3857 grunt NN
## 3858 d1 3858 in IN
## 3859 d1 3859 the DT
## 3860 d1 3860 room NN
## 3861 d1 3861 next JJ
## 3862 d1 3862 door NN
## 3863 d1 3863 . .
## 3864 d1 3864 Hedwig NNP
## 3865 d1 3865 and CC
## 3866 d1 3866 Errol JJ
## 3867 d1 3867 watched VBN
## 3868 d1 3868 interestedly RB
## 3869 d1 3869 as IN
## 3870 d1 3870 Harry NNP
## 3871 d1 3871 clamped VBN
## 3872 d1 3872 the DT
## 3873 d1 3873 struggling VBG
## 3874 d1 3874 book NN
## 3875 d1 3875 tightly RB
## 3876 d1 3876 in IN
## 3877 d1 3877 his PRP$
## 3878 d1 3878 arms NNS
## 3879 d1 3879 , ,
## 3880 d1 3880 hurried VBN
## 3881 d1 3881 to TO
## 3882 d1 3882 his PRP$
## 3883 d1 3883 chest NN
## 3884 d1 3884 of IN
## 3885 d1 3885 drawers NNS
## 3886 d1 3886 , ,
## 3887 d1 3887 and CC
## 3888 d1 3888 pulled VBD
## 3889 d1 3889 out RP
## 3890 d1 3890 a DT
## 3891 d1 3891 belt NN
## 3892 d1 3892 , ,
## 3893 d1 3893 which WDT
## 3894 d1 3894 he PRP
## 3895 d1 3895 buckled JJ
## 3896 d1 3896 tightly RB
## 3897 d1 3897 around IN
## 3898 d1 3898 it PRP
## 3899 d1 3899 . .
## 3900 d1 3900 The DT
## 3901 d1 3901 Monster NN
## 3902 d1 3902 Book NNP
## 3903 d1 3903 shuddered VBN
## 3904 d1 3904 angrily RB
## 3905 d1 3905 , ,
## 3906 d1 3906 but CC
## 3907 d1 3907 could MD
## 3908 d1 3908 no DT
## 3909 d1 3909 longer RB
## 3910 d1 3910 flap NN
## 3911 d1 3911 and CC
## 3912 d1 3912 snap VBP
## 3913 d1 3913 , ,
## 3914 d1 3914 so RB
## 3915 d1 3915 Harry NNP
## 3916 d1 3916 threw VBD
## 3917 d1 3917 it PRP
## 3918 d1 3918 down RB
## 3919 d1 3919 on IN
## 3920 d1 3920 the DT
## 3921 d1 3921 bed NN
## 3922 d1 3922 and CC
## 3923 d1 3923 reached VBN
## 3924 d1 3924 for IN
## 3925 d1 3925 Hagrid's NNP
## 3926 d1 3926 card NN
## 3927 d1 3927 . .
## 3928 d1 3928 Dear JJ
## 3929 d1 3929 Harry NNP
## 3930 d1 3930 , ,
## 3931 d1 3931 Happy JJ
## 3932 d1 3932 Birthday NN
## 3933 d1 3933 ! .
## 3934 d1 3934 Think NN
## 3935 d1 3935 you PRP
## 3936 d1 3936 might MD
## 3937 d1 3937 find VB
## 3938 d1 3938 this DT
## 3939 d1 3939 useful JJ
## 3940 d1 3940 for IN
## 3941 d1 3941 next JJ
## 3942 d1 3942 year NN
## 3943 d1 3943 . .
## 3944 d1 3944 Won't NNP
## 3945 d1 3945 say VBP
## 3946 d1 3946 no DT
## 3947 d1 3947 more JJR
## 3948 d1 3948 here RB
## 3949 d1 3949 . .
## 3950 d1 3950 Tell VB
## 3951 d1 3951 you PRP
## 3952 d1 3952 when WRB
## 3953 d1 3953 I PRP
## 3954 d1 3954 see VB
## 3955 d1 3955 you PRP
## 3956 d1 3956 . .
## 3957 d1 3957 Hope NNP
## 3958 d1 3958 the DT
## 3959 d1 3959 Muggles VBZ
## 3960 d1 3960 are VBP
## 3961 d1 3961 treating VBG
## 3962 d1 3962 you PRP
## 3963 d1 3963 right NN
## 3964 d1 3964 . .
## 3965 d1 3965 All NNP
## 3966 d1 3966 the DT
## 3967 d1 3967 best JJS
## 3968 d1 3968 , ,
## 3969 d1 3969 Hagrid It NN
## 3970 d1 3970 struck VBD
## 3971 d1 3971 Harry NNP
## 3972 d1 3972 as IN
## 3973 d1 3973 ominous JJ
## 3974 d1 3974 that IN
## 3975 d1 3975 Hagrid JJ
## 3976 d1 3976 thought VBD
## 3977 d1 3977 a DT
## 3978 d1 3978 biting VBG
## 3979 d1 3979 book NN
## 3980 d1 3980 would MD
## 3981 d1 3981 come VB
## 3982 d1 3982 in IN
## 3983 d1 3983 useful JJ
## 3984 d1 3984 , ,
## 3985 d1 3985 but CC
## 3986 d1 3986 he PRP
## 3987 d1 3987 put VB
## 3988 d1 3988 Hagrid's NNP
## 3989 d1 3989 card NN
## 3990 d1 3990 up RP
## 3991 d1 3991 next JJ
## 3992 d1 3992 to TO
## 3993 d1 3993 Ron's NNP
## 3994 d1 3994 and CC
## 3995 d1 3995 Hermione's NNP
## 3996 d1 3996 , ,
## 3997 d1 3997 grinning VBG
## 3998 d1 3998 more JJR
## 3999 d1 3999 broadly RB
## 4000 d1 4000 than IN
## 4001 d1 4001 ever RB
## 4002 d1 4002 . .
## 4003 d1 4003 Now RB
## 4004 d1 4004 there EX
## 4005 d1 4005 was VBD
## 4006 d1 4006 only RB
## 4007 d1 4007 the DT
## 4008 d1 4008 letter NN
## 4009 d1 4009 from IN
## 4010 d1 4010 Hogwarts NNS
## 4011 d1 4011 left VBN
## 4012 d1 4012 . .
## 4013 d1 4013 Noticing NN
## 4014 d1 4014 that IN
## 4015 d1 4015 it PRP
## 4016 d1 4016 was VBD
## 4017 d1 4017 rather RB
## 4018 d1 4018 thicker JJR
## 4019 d1 4019 than IN
## 4020 d1 4020 usual JJ
## 4021 d1 4021 , ,
## 4022 d1 4022 Harry NNP
## 4023 d1 4023 slit JJ
## 4024 d1 4024 open JJ
## 4025 d1 4025 the DT
## 4026 d1 4026 envelope NN
## 4027 d1 4027 , ,
## 4028 d1 4028 pulled VBD
## 4029 d1 4029 out RP
## 4030 d1 4030 the DT
## 4031 d1 4031 first JJ
## 4032 d1 4032 page NN
## 4033 d1 4033 of IN
## 4034 d1 4034 parchment NN
## 4035 d1 4035 within IN
## 4036 d1 4036 , ,
## 4037 d1 4037 and CC
## 4038 d1 4038 read VB
## 4039 d1 4039 : :
## 4040 d1 4040 Dear JJ
## 4041 d1 4041 Mr NNP
## 4042 d1 4042 . .
## 4043 d1 4043 Potter NNP
## 4044 d1 4044 , ,
## 4045 d1 4045 Please VB
## 4046 d1 4046 note NN
## 4047 d1 4047 that IN
## 4048 d1 4048 the DT
## 4049 d1 4049 new JJ
## 4050 d1 4050 school NN
## 4051 d1 4051 year NN
## 4052 d1 4052 will MD
## 4053 d1 4053 begin VB
## 4054 d1 4054 on IN
## 4055 d1 4055 September NNP
## 4056 d1 4056 the DT
## 4057 d1 4057 first JJ
## 4058 d1 4058 . .
## 4059 d1 4059 The DT
## 4060 d1 4060 Hogwarts NNS
## 4061 d1 4061 Express NNP
## 4062 d1 4062 will MD
## 4063 d1 4063 leave VB
## 4064 d1 4064 ftom NN
## 4065 d1 4065 King's NNP
## 4066 d1 4066 Cross NNP
## 4067 d1 4067 station NN
## 4068 d1 4068 , ,
## 4069 d1 4069 platform NN
## 4070 d1 4070 nine CD
## 4071 d1 4071 and CC
## 4072 d1 4072 three CD
## 4073 d1 4073 - :
## 4074 d1 4074 quarters NNS
## 4075 d1 4075 , ,
## 4076 d1 4076 at IN
## 4077 d1 4077 eleven CD
## 4078 d1 4078 o'clock RB
## 4079 d1 4079 . .
## 4080 d1 4080 Third JJ
## 4081 d1 4081 years NNS
## 4082 d1 4082 are VBP
## 4083 d1 4083 permitted VBN
## 4084 d1 4084 to TO
## 4085 d1 4085 visit NN
## 4086 d1 4086 the DT
## 4087 d1 4087 village NN
## 4088 d1 4088 of IN
## 4089 d1 4089 Hogsmeade JJ
## 4090 d1 4090 on IN
## 4091 d1 4091 certain JJ
## 4092 d1 4092 weekends NNS
## 4093 d1 4093 . .
## 4094 d1 4094 Please VB
## 4095 d1 4095 give VB
## 4096 d1 4096 the DT
## 4097 d1 4097 enclosed VBN
## 4098 d1 4098 permission NN
## 4099 d1 4099 form NN
## 4100 d1 4100 to TO
## 4101 d1 4101 your PRP$
## 4102 d1 4102 parent NN
## 4103 d1 4103 or CC
## 4104 d1 4104 guardian NN
## 4105 d1 4105 to TO
## 4106 d1 4106 sign NN
## 4107 d1 4107 . .
## 4108 d1 4108 A NN
## 4109 d1 4109 list NN
## 4110 d1 4110 of IN
## 4111 d1 4111 books NNS
## 4112 d1 4112 for IN
## 4113 d1 4113 next JJ
## 4114 d1 4114 year NN
## 4115 d1 4115 is VBZ
## 4116 d1 4116 enclosed VBN
## 4117 d1 4117 . .
## 4118 d1 4118 Yours NNS
## 4119 d1 4119 sincerely RB
## 4120 d1 4120 , ,
## 4121 d1 4121 Professor NN
## 4122 d1 4122 M NNP
## 4123 d1 4123 . .
## 4124 d1 4124 McGonagall Deputy NN
## 4125 d1 4125 Headmistress Harry NNP
## 4126 d1 4126 pulled VBD
## 4127 d1 4127 out RP
## 4128 d1 4128 the DT
## 4129 d1 4129 Hogsmeade JJ
## 4130 d1 4130 permission NN
## 4131 d1 4131 form NN
## 4132 d1 4132 and CC
## 4133 d1 4133 looked VBD
## 4134 d1 4134 at IN
## 4135 d1 4135 it PRP
## 4136 d1 4136 , ,
## 4137 d1 4137 no DT
## 4138 d1 4138 longer RB
## 4139 d1 4139 grinning VBG
## 4140 d1 4140 . .
## 4141 d1 4141 It PRP
## 4142 d1 4142 would MD
## 4143 d1 4143 be VB
## 4144 d1 4144 wonderful JJ
## 4145 d1 4145 to TO
## 4146 d1 4146 visit NN
## 4147 d1 4147 Hogsmeade JJ
## 4148 d1 4148 on IN
## 4149 d1 4149 weekends NNS
## 4150 d1 4150 ; :
## 4151 d1 4151 he PRP
## 4152 d1 4152 knew VBD
## 4153 d1 4153 it PRP
## 4154 d1 4154 was VBD
## 4155 d1 4155 an DT
## 4156 d1 4156 entirely RB
## 4157 d1 4157 wizarding VBG
## 4158 d1 4158 village NN
## 4159 d1 4159 , ,
## 4160 d1 4160 and CC
## 4161 d1 4161 he PRP
## 4162 d1 4162 had VBD
## 4163 d1 4163 never RB
## 4164 d1 4164 set VBN
## 4165 d1 4165 foot NN
## 4166 d1 4166 there EX
## 4167 d1 4167 . .
## 4168 d1 4168 But CC
## 4169 d1 4169 how WRB
## 4170 d1 4170 on IN
## 4171 d1 4171 earth NN
## 4172 d1 4172 was VBD
## 4173 d1 4173 he PRP
## 4174 d1 4174 going VBG
## 4175 d1 4175 to TO
## 4176 d1 4176 persuade VB
## 4177 d1 4177 Uncle NNP
## 4178 d1 4178 Vernon NNP
## 4179 d1 4179 or CC
## 4180 d1 4180 Aunt NNP
## 4181 d1 4181 Petunia NNP
## 4182 d1 4182 to TO
## 4183 d1 4183 sign NN
## 4184 d1 4184 the DT
## 4185 d1 4185 form NN
## 4186 d1 4186 ? .
## 4187 d1 4187 He NN
## 4188 d1 4188 looked VBD
## 4189 d1 4189 over IN
## 4190 d1 4190 at IN
## 4191 d1 4191 the DT
## 4192 d1 4192 alarm NN
## 4193 d1 4193 clock NN
## 4194 d1 4194 . .
## 4195 d1 4195 It PRP
## 4196 d1 4196 was VBD
## 4197 d1 4197 now RB
## 4198 d1 4198 two CD
## 4199 d1 4199 o'clock RB
## 4200 d1 4200 in IN
## 4201 d1 4201 the DT
## 4202 d1 4202 morning NN
## 4203 d1 4203 . .
## 4204 d1 4204 Deciding VBG
## 4205 d1 4205 that IN
## 4206 d1 4206 he'd NN
## 4207 d1 4207 worry VBP
## 4208 d1 4208 about IN
## 4209 d1 4209 the DT
## 4210 d1 4210 Hogsmeade JJ
## 4211 d1 4211 form NN
## 4212 d1 4212 when WRB
## 4213 d1 4213 he PRP
## 4214 d1 4214 woke VBD
## 4215 d1 4215 up RP
## 4216 d1 4216 , ,
## 4217 d1 4217 Harry NNP
## 4218 d1 4218 got VBD
## 4219 d1 4219 back RB
## 4220 d1 4220 into IN
## 4221 d1 4221 bed NN
## 4222 d1 4222 and CC
## 4223 d1 4223 reached VBN
## 4224 d1 4224 up RP
## 4225 d1 4225 to TO
## 4226 d1 4226 cross VB
## 4227 d1 4227 off RP
## 4228 d1 4228 another DT
## 4229 d1 4229 day NN
## 4230 d1 4230 on IN
## 4231 d1 4231 the DT
## 4232 d1 4232 chart NN
## 4233 d1 4233 he'd NN
## 4234 d1 4234 made VBN
## 4235 d1 4235 for IN
## 4236 d1 4236 himself PRP
## 4237 d1 4237 , ,
## 4238 d1 4238 counting VBG
## 4239 d1 4239 down RB
## 4240 d1 4240 the DT
## 4241 d1 4241 days NNS
## 4242 d1 4242 left VBN
## 4243 d1 4243 until IN
## 4244 d1 4244 his PRP$
## 4245 d1 4245 return NN
## 4246 d1 4246 to TO
## 4247 d1 4247 Hogwarts NNS
## 4248 d1 4248 . .
## 4249 d1 4249 Then RB
## 4250 d1 4250 he PRP
## 4251 d1 4251 took VBD
## 4252 d1 4252 off RP
## 4253 d1 4253 his PRP$
## 4254 d1 4254 glasses NNS
## 4255 d1 4255 and CC
## 4256 d1 4256 lay VBD
## 4257 d1 4257 down RB
## 4258 d1 4258 , ,
## 4259 d1 4259 eyes NNS
## 4260 d1 4260 open JJ
## 4261 d1 4261 , ,
## 4262 d1 4262 facing VBG
## 4263 d1 4263 his PRP$
## 4264 d1 4264 three CD
## 4265 d1 4265 birthday NN
## 4266 d1 4266 cards NNS
## 4267 d1 4267 . .
## 4268 d1 4268 Extremely RB
## 4269 d1 4269 unusual JJ
## 4270 d1 4270 though IN
## 4271 d1 4271 he PRP
## 4272 d1 4272 was VBD
## 4273 d1 4273 , ,
## 4274 d1 4274 at IN
## 4275 d1 4275 that IN
## 4276 d1 4276 moment NN
## 4277 d1 4277 Harry NNP
## 4278 d1 4278 Potter NNP
## 4279 d1 4279 felt VBD
## 4280 d1 4280 just RB
## 4281 d1 4281 like IN
## 4282 d1 4282 everyone NN
## 4283 d1 4283 else RB
## 4284 d1 4284 - :
## 4285 d1 4285 - :
## 4286 d1 4286 glad JJ
## 4287 d1 4287 , ,
## 4288 d1 4288 for IN
## 4289 d1 4289 the DT
## 4290 d1 4290 first JJ
## 4291 d1 4291 time NN
## 4292 d1 4292 in IN
## 4293 d1 4293 his PRP$
## 4294 d1 4294 life NN
## 4295 d1 4295 , ,
## 4296 d1 4296 that IN
## 4297 d1 4297 it PRP
## 4298 d1 4298 was VBD
## 4299 d1 4299 his PRP$
## 4300 d1 4300 birthday NN
## 4301 d1 4301 . .
spaCy
- Import spacy and the English language module.
- Tag the first chapter of your book using spacy, and print out the results.
##python chunk
import spacy
nlp=spacy.load('en_core_web_sm')
py_pos_tagged=nlp(pdata)
for word in py_pos_tagged:
print(word.text, word.pos_, word.tag_)
## SPACE _SP
## AUNT PROPN NNP
## MARGE PROPN NNP
## 'S PART POS
## BIG PROPN NNP
## MISTAKE PROPN NNP
## SPACE _SP
## Harry PROPN NNP
## went VERB VBD
## down ADP RP
## to ADP IN
## breakfast NOUN NN
## the DET DT
## next ADJ JJ
## morning NOUN NN
## to PART TO
## find VERB VB
## the DET DT
## three NUM CD
## Dursleys NOUN NNS
## already ADV RB
## sitting VERB VBG
## around ADP IN
## the DET DT
## kitchen NOUN NN
## table NOUN NN
## . PUNCT .
## They PRON PRP
## were AUX VBD
## watching VERB VBG
## a DET DT
## brand NOUN NN
## - PUNCT HYPH
## new ADJ JJ
## television NOUN NN
## , PUNCT ,
## a DET DT
## welcome ADJ JJ
## - PUNCT HYPH
## home NOUN NN
## - PUNCT HYPH
## for ADP IN
## - PUNCT HYPH
## the DET DT
## - PUNCT HYPH
## summer NOUN NN
## present NOUN NN
## for ADP IN
## Dudley PROPN NNP
## , PUNCT ,
## who PRON WP
## had AUX VBD
## been AUX VBN
## complaining VERB VBG
## loudly ADV RB
## about ADP IN
## the DET DT
## long ADJ JJ
## walk NOUN NN
## between ADP IN
## the DET DT
## fridge NOUN NN
## and CCONJ CC
## the DET DT
## television NOUN NN
## in ADP IN
## the DET DT
## living NOUN NN
## room NOUN NN
## . PUNCT .
## Dudley PROPN NNP
## had AUX VBD
## spent VERB VBN
## most ADJ JJS
## of ADP IN
## the DET DT
## summer NOUN NN
## in ADP IN
## the DET DT
## kitchen NOUN NN
## , PUNCT ,
## his DET PRP$
## piggy ADJ JJ
## little ADJ JJ
## eyes NOUN NNS
## fixed VERB VBN
## on ADP IN
## the DET DT
## screen NOUN NN
## and CCONJ CC
## his DET PRP$
## five NUM CD
## chins NOUN NNS
## wobbling ADJ JJ
## as SCONJ IN
## he PRON PRP
## ate VERB VBD
## continually ADV RB
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## sat VERB VBD
## down ADP RP
## between ADP IN
## Dudley PROPN NNP
## and CCONJ CC
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## a DET DT
## large ADJ JJ
## , PUNCT ,
## beefy ADJ JJ
## man NOUN NN
## with ADP IN
## very ADV RB
## little ADJ JJ
## neck NOUN NN
## and CCONJ CC
## a DET DT
## lot NOUN NN
## of ADP IN
## mustache NOUN NN
## . PUNCT .
## Far ADV RB
## from ADP IN
## wishing VERB VBG
## Harry PROPN NNP
## a DET DT
## happy ADJ JJ
## birthday NOUN NN
## , PUNCT ,
## none NOUN NN
## of ADP IN
## the DET DT
## Dursleys PROPN NNPS
## made VERB VBD
## any DET DT
## sign NOUN NN
## that SCONJ IN
## they PRON PRP
## had AUX VBD
## noticed VERB VBN
## Harry PROPN NNP
## enter VERB VB
## the DET DT
## room NOUN NN
## , PUNCT ,
## but CCONJ CC
## Harry PROPN NNP
## was AUX VBD
## far ADV RB
## too ADV RB
## used ADJ JJ
## to ADP IN
## this DET DT
## to PART TO
## care VERB VB
## . PUNCT .
## He PRON PRP
## helped VERB VBD
## himself PRON PRP
## to ADP IN
## a DET DT
## piece NOUN NN
## of ADP IN
## toast NOUN NN
## and CCONJ CC
## then ADV RB
## looked VERB VBD
## up ADP RP
## at ADP IN
## the DET DT
## reporter NOUN NN
## on ADP IN
## the DET DT
## television NOUN NN
## , PUNCT ,
## who PRON WP
## was AUX VBD
## halfway ADV RB
## through ADP IN
## a DET DT
## report NOUN NN
## on ADP IN
## an DET DT
## escaped VERB VBN
## convict NOUN NN
## : PUNCT :
## SPACE _SP
## " PUNCT ''
## ... PUNCT :
## The DET DT
## public NOUN NN
## is AUX VBZ
## warned VERB VBN
## that SCONJ IN
## Black PROPN NNP
## is AUX VBZ
## armed ADJ JJ
## and CCONJ CC
## extremely ADV RB
## dangerous ADJ JJ
## . PUNCT .
## A DET DT
## special ADJ JJ
## hot ADJ JJ
## line NOUN NN
## has AUX VBZ
## been AUX VBN
## set VERB VBN
## up ADP RP
## , PUNCT ,
## and CCONJ CC
## any DET DT
## sighting NOUN NN
## of ADP IN
## Black PROPN NNP
## should VERB MD
## be AUX VB
## reported VERB VBN
## immediately ADV RB
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## No DET DT
## need NOUN NN
## to PART TO
## tell VERB VB
## us PRON PRP
## he PRON PRP
## 's AUX VBZ
## no DET DT
## good ADJ JJ
## , PUNCT ,
## " PUNCT ''
## snorted VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## staring VERB VBG
## over ADP IN
## the DET DT
## top NOUN NN
## of ADP IN
## his DET PRP$
## newspaper NOUN NN
## at ADP IN
## the DET DT
## prisoner NOUN NN
## . PUNCT .
## " PUNCT ``
## Look VERB VB
## at ADP IN
## the DET DT
## state NOUN NN
## of ADP IN
## him PRON PRP
## , PUNCT ,
## the DET DT
## filthy ADJ JJ
## layabout NOUN NN
## ! PUNCT .
## Look VERB VB
## at ADP IN
## his DET PRP$
## hair NOUN NN
## ! PUNCT .
## " PUNCT ''
## SPACE _SP
## He PRON PRP
## shot VERB VBD
## a DET DT
## nasty ADJ JJ
## look NOUN NN
## sideways ADV RB
## at ADP IN
## Harry PROPN NNP
## , PUNCT ,
## whose DET WP$
## untidy NOUN NN
## hair NOUN NN
## had AUX VBD
## always ADV RB
## been AUX VBN
## a DET DT
## source NOUN NN
## of ADP IN
## great ADJ JJ
## annoyance NOUN NN
## to ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## . PUNCT .
## Compared VERB VBN
## to ADP IN
## the DET DT
## man NOUN NN
## on ADP IN
## the DET DT
## television NOUN NN
## , PUNCT ,
## however ADV RB
## , PUNCT ,
## whose DET WP$
## gaunt ADJ JJ
## face NOUN NN
## was AUX VBD
## surrounded VERB VBN
## by ADP IN
## a DET DT
## matted ADJ JJ
## , PUNCT ,
## elbow ADJ JJ
## - PUNCT HYPH
## length ADJ JJ
## tangle NOUN NN
## , PUNCT ,
## Harry PROPN NNP
## felt VERB VBD
## very ADV RB
## well ADV RB
## groomed VERB VBN
## indeed ADV RB
## . PUNCT .
## SPACE _SP
## The DET DT
## reporter NOUN NN
## had AUX VBD
## reappeared VERB VBN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## The DET DT
## Ministry PROPN NNP
## of ADP IN
## Agriculture PROPN NNP
## and CCONJ CC
## Fisheries PROPN NNPS
## will VERB MD
## announce VERB VB
## today NOUN NN
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## " PUNCT ``
## Hang VERB VB
## on ADP RP
## ! PUNCT .
## " PUNCT ''
## barked VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## staring VERB VBG
## furiously ADV RB
## at ADP IN
## the DET DT
## reporter NOUN NN
## . PUNCT .
## " PUNCT ``
## You PRON PRP
## did AUX VBD
## n't PART RB
## tell VERB VB
## us PRON PRP
## where ADV WRB
## that DET DT
## maniac PROPN NNP
## 's PART POS
## escaped VERB VBN
## from ADP IN
## ! PUNCT .
## \What DET WDT
## use NOUN NN
## is AUX VBZ
## that DET DT
## ? PUNCT .
## Lunatic PROPN NNP
## could VERB MD
## be AUX VB
## coming VERB VBG
## up ADP IN
## the DET DT
## street NOUN NN
## right ADV RB
## now ADV RB
## ! PUNCT .
## " PUNCT ''
## SPACE _SP
## Aunt PROPN NNP
## Petunia PROPN NNP
## , PUNCT ,
## who PRON WP
## was AUX VBD
## bony PROPN NNP
## and CCONJ CC
## horse NOUN NN
## - PUNCT HYPH
## faced VERB VBN
## , PUNCT ,
## whipped VERB VBN
## around ADV RB
## and CCONJ CC
## peered VERB VBD
## intently ADV RB
## out SCONJ IN
## of ADP IN
## the DET DT
## kitchen NOUN NN
## window NOUN NN
## . PUNCT .
## Harry PROPN NNP
## knew VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## would VERB MD
## simply ADV RB
## love VERB VB
## to PART TO
## be AUX VB
## the DET DT
## one NUM CD
## to PART TO
## call VERB VB
## the DET DT
## hot ADJ JJ
## line NOUN NN
## number NOUN NN
## . PUNCT .
## She PRON PRP
## was AUX VBD
## the DET DT
## nosiest ADJ JJS
## woman NOUN NN
## in ADP IN
## the DET DT
## world NOUN NN
## and CCONJ CC
## spent VERB VBD
## most ADJ JJS
## of ADP IN
## her DET PRP$
## life NOUN NN
## spying VERB VBG
## on ADP IN
## the DET DT
## boring NOUN NN
## , PUNCT ,
## law NOUN NN
## - PUNCT HYPH
## abiding VERB VBG
## neighbors NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## When ADV WRB
## will VERB MD
## they PRON PRP
## learn VERB VB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## pounding VERB VBG
## the DET DT
## table NOUN NN
## with ADP IN
## his DET PRP$
## large ADJ JJ
## purple ADJ JJ
## fist NOUN NN
## , PUNCT ,
## " PUNCT ''
## that SCONJ IN
## hanging NOUN NN
## 's AUX VBZ
## the DET DT
## only ADJ JJ
## way NOUN NN
## to PART TO
## deal VERB VB
## with ADP IN
## these DET DT
## people NOUN NNS
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Very ADV RB
## true ADJ JJ
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## , PUNCT ,
## who PRON WP
## was AUX VBD
## still ADV RB
## squinting VERB VBG
## into ADP IN
## next ADJ JJ
## door NOUN NN
## 's PART POS
## runner NOUN NN
## beans NOUN NNS
## . PUNCT .
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## drained VERB VBD
## his DET PRP$
## teacup NOUN NN
## , PUNCT ,
## glanced VERB VBD
## at ADP IN
## his DET PRP$
## watch NOUN NN
## , PUNCT ,
## and CCONJ CC
## added VERB VBD
## , PUNCT ,
## " PUNCT ``
## I PRON PRP
## 'd VERB MD
## better ADV RB
## be AUX VB
## off ADV RB
## in ADP IN
## a DET DT
## minute NOUN NN
## , PUNCT ,
## Petunia PROPN NNP
## . PUNCT .
## Marge PROPN NNP
## 's PART POS
## train NOUN NN
## gets VERB VBZ
## in ADP IN
## at ADP IN
## ten NUM CD
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## , PUNCT ,
## whose DET WP$
## thoughts NOUN NNS
## had AUX VBD
## been AUX VBN
## upstairs ADV RB
## with ADP IN
## the DET DT
## Broomstick PROPN NNP
## Servicing PROPN NNP
## Kit PROPN NNP
## , PUNCT ,
## was AUX VBD
## brought VERB VBN
## back ADV RB
## to ADP IN
## earth NOUN NN
## with ADP IN
## an DET DT
## unpleasant ADJ JJ
## bump NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Aunt PROPN NNP
## Marge PROPN NNP
## ? PUNCT .
## " PUNCT ''
## he PRON PRP
## blurted VERB VBD
## out ADP RP
## . PUNCT .
## " PUNCT ''
## Sh PROPN NNP
## -- PUNCT :
## she PRON PRP
## 's AUX VBZ
## not PART RB
## coming VERB VBG
## here ADV RB
## , PUNCT ,
## is AUX VBZ
## she PRON PRP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## Aunt PROPN NNP
## Marge PROPN NNP
## was AUX VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## sister NOUN NN
## . PUNCT .
## Even ADV RB
## though SCONJ IN
## she PRON PRP
## was AUX VBD
## not PART RB
## a DET DT
## blood NOUN NN
## relative ADJ JJ
## of ADP IN
## Harry PROPN NNP
## 's PART POS
## ( PUNCT -LRB-
## whose DET WP$
## mother NOUN NN
## had AUX VBD
## been AUX VBN
## Aunt PROPN NNP
## Petunia PROPN NNP
## 's PART POS
## sister NOUN NN
## ) PUNCT -RRB-
## , PUNCT ,
## he PRON PRP
## had AUX VBD
## been AUX VBN
## forced VERB VBN
## to PART TO
## call VERB VB
## her PRON PRP
## " PUNCT ``
## Aunt PROPN NNP
## " PUNCT ''
## all DET DT
## his DET PRP$
## life NOUN NN
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## lived VERB VBD
## in ADP IN
## the DET DT
## country NOUN NN
## , PUNCT ,
## in ADP IN
## a DET DT
## house NOUN NN
## with ADP IN
## a DET DT
## large ADJ JJ
## garden NOUN NN
## , PUNCT ,
## where ADV WRB
## she PRON PRP
## bred VERB VBD
## bulldogs NOUN NNS
## . PUNCT .
## She PRON PRP
## did AUX VBD
## n't PART RB
## often ADV RB
## stay VERB VB
## at ADP IN
## Privet PROPN NNP
## Drive PROPN NNP
## , PUNCT ,
## because SCONJ IN
## she PRON PRP
## could VERB MD
## n't PART RB
## bear VERB VB
## to PART TO
## leave VERB VB
## her DET PRP$
## precious ADJ JJ
## dogs NOUN NNS
## , PUNCT ,
## but CCONJ CC
## each DET DT
## of ADP IN
## her DET PRP$
## visits NOUN NNS
## stood VERB VBD
## out ADP RP
## horribly ADV RB
## vividly ADV RB
## in ADP IN
## Harry PROPN NNP
## 's PART POS
## mind NOUN NN
## . PUNCT .
## SPACE _SP
## At ADP IN
## Dudley PROPN NNP
## 's PART POS
## fifth ADJ JJ
## birthday NOUN NN
## party NOUN NN
## , PUNCT ,
## Aunt PROPN NNP
## Margo PROPN NNP
## had AUX VBD
## whacked VERB VBN
## Harry PROPN NNP
## around ADP IN
## the DET DT
## shins NOUN NNS
## with ADP IN
## her PRON PRP
## walking VERB VBG
## stick NOUN NN
## to PART TO
## stop VERB VB
## him PRON PRP
## from ADP IN
## beating VERB VBG
## Dudley PROPN NNP
## at ADP IN
## musical ADJ JJ
## statues NOUN NNS
## . PUNCT .
## A DET DT
## few ADJ JJ
## years NOUN NNS
## later ADV RB
## , PUNCT ,
## she PRON PRP
## had AUX VBD
## turned VERB VBN
## up ADP RP
## at ADP IN
## Christmas PROPN NNP
## with ADP IN
## a DET DT
## computerized ADJ JJ
## robot NOUN NN
## for ADP IN
## Dudley PROPN NNP
## and CCONJ CC
## a DET DT
## box NOUN NN
## of ADP IN
## dog NOUN NN
## biscuits NOUN NNS
## for ADP IN
## Harry PROPN NNP
## . PUNCT .
## On ADP IN
## her DET PRP$
## last ADJ JJ
## visit NOUN NN
## , PUNCT ,
## the DET DT
## year NOUN NN
## before ADP IN
## Harry PROPN NNP
## started VERB VBD
## at ADP IN
## Hogwarts PROPN NNP
## , PUNCT ,
## Harry PROPN NNP
## had AUX VBD
## accidentally ADV RB
## trodden ADJ JJ
## on ADP IN
## the DET DT
## tail NOUN NN
## of ADP IN
## her DET PRP$
## favorite ADJ JJ
## dog NOUN NN
## . PUNCT .
## Ripper PROPN NNP
## had AUX VBD
## chased VERB VBN
## Harry PROPN NNP
## out ADP RP
## into ADP IN
## the DET DT
## garden NOUN NN
## and CCONJ CC
## up ADP RP
## a DET DT
## tree NOUN NN
## , PUNCT ,
## and CCONJ CC
## Aunt PROPN NNP
## Marge PROPN NNP
## had AUX VBD
## refused VERB VBN
## to PART TO
## call VERB VB
## him PRON PRP
## off ADP RP
## until ADP IN
## past ADJ JJ
## midnight NOUN NN
## . PUNCT .
## The DET DT
## memory NOUN NN
## of ADP IN
## this DET DT
## incident NOUN NN
## still ADV RB
## brought VERB VBD
## tears NOUN NNS
## of ADP IN
## laughter NOUN NN
## to ADP IN
## Dudley PROPN NNP
## 's PART POS
## eyes NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Marge'll PROPN NNP
## be AUX VB
## here ADV RB
## for ADP IN
## a DET DT
## week NOUN NN
## , PUNCT ,
## " PUNCT ``
## Uncle PROPN NNP
## Vernon PROPN NNP
## snarled VERB VBD
## , PUNCT ,
## 11 NUM CD
## and CCONJ CC
## while SCONJ IN
## we PRON PRP
## 're AUX VBP
## on ADP IN
## the DET DT
## subject NOUN NN
## " PUNCT ''
## -- PUNCT :
## he PRON PRP
## pointed VERB VBD
## a DET DT
## fat ADJ JJ
## finger NOUN NN
## threateningly ADV RB
## at ADP IN
## Harry PROPN NNP
## -- PUNCT :
## " PUNCT ``
## we PRON PRP
## need VERB VBP
## to PART TO
## get AUX VB
## a DET DT
## few ADJ JJ
## things NOUN NNS
## straight ADV RB
## before ADP IN
## I PRON PRP
## go VERB VBP
## and CCONJ CC
## collect VERB VB
## her PRON PRP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Dudley PROPN NNP
## smirked VERB VBD
## and CCONJ CC
## withdrew VERB VBD
## his DET PRP$
## gaze NOUN NN
## from ADP IN
## the DET DT
## television NOUN NN
## . PUNCT .
## Watching VERB VBG
## Harry PROPN NNP
## being AUX VBG
## bullied VERB VBN
## by ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## was AUX VBD
## Dudley PROPN NNP
## 's PART POS
## favorite ADJ JJ
## form NOUN NN
## of ADP IN
## entertainment NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Firstly ADV RB
## , PUNCT ,
## " PUNCT ''
## growled VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## " PUNCT ``
## you PRON PRP
## 'll VERB MD
## keep VERB VB
## a DET DT
## civil ADJ JJ
## tongue NOUN NN
## in ADP IN
## your DET PRP$
## head NOUN NN
## when ADV WRB
## you PRON PRP
## 're AUX VBP
## talking VERB VBG
## to ADP IN
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## SPACE _SP
## " PUNCT ``
## All ADV RB
## right ADV RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## bitterly ADV RB
## , PUNCT ,
## " PUNCT ``
## if SCONJ IN
## she PRON PRP
## does AUX VBZ
## when ADV WRB
## she PRON PRP
## 's AUX VBZ
## talking VERB VBG
## to ADP IN
## me PRON PRP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Secondly ADV RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## acting VERB VBG
## as SCONJ IN
## though SCONJ IN
## he PRON PRP
## had AUX VBD
## not PART RB
## heard VERB VBN
## Harry PROPN NNP
## 's PART POS
## reply NOUN NN
## , PUNCT ,
## " PUNCT ''
## as SCONJ IN
## Marge PROPN NNP
## does AUX VBZ
## n't PART RB
## know VERB VB
## anything PRON NN
## about ADP IN
## your DET PRP$
## abnormality NOUN NN
## , PUNCT ,
## I PRON PRP
## do AUX VBP
## n't PART RB
## want VERB VB
## any DET DT
## -- PUNCT :
## any DET DT
## funny ADJ JJ
## stuff NOUN NN
## while SCONJ IN
## she PRON PRP
## 's AUX VBZ
## here ADV RB
## . PUNCT .
## SPACE _SP
## You PRON PRP
## behave VERB VBP
## yourself PRON PRP
## , PUNCT ,
## got VERB VBD
## me PRON PRP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## will VERB MD
## if SCONJ IN
## she PRON PRP
## does AUX VBZ
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## through ADP IN
## gritted ADJ JJ
## teeth NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## And CCONJ CC
## thirdly ADV RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## his DET PRP$
## mean ADJ JJ
## little ADJ JJ
## eyes NOUN NNS
## now ADV RB
## slits VERB VBZ
## in ADP IN
## his DET PRP$
## great ADJ JJ
## purple ADJ JJ
## face NOUN NN
## , PUNCT ,
## " PUNCT ``
## we PRON PRP
## 've AUX VB
## told VERB VBN
## Marge PROPN NNP
## you PRON PRP
## attend VERB VBP
## St. PROPN NNP
## Brutus PROPN NNP
## 's PART POS
## Secure PROPN NNP
## Center PROPN NNP
## for ADP IN
## Incurably PROPN NNP
## Criminal PROPN NNP
## Boys PROPN NNPS
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## What PRON WP
## ? PUNCT .
## " PUNCT ''
## Harry PROPN NNP
## yelled VERB VBD
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## And CCONJ CC
## you PRON PRP
## 'll VERB MD
## be AUX VB
## sticking VERB VBG
## to ADP IN
## that DET DT
## story NOUN NN
## , PUNCT ,
## boy NOUN NN
## , PUNCT ,
## or CCONJ CC
## there PRON EX
## 'll VERB MD
## be AUX VB
## trouble NOUN NN
## , PUNCT ,
## spat ADJ JJ
## Uncle PROPN NNP
## Vernon PROPN NNP
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## sat VERB VBD
## there ADV RB
## , PUNCT ,
## white NOUN NN
## - PUNCT HYPH
## faced ADJ JJ
## and CCONJ CC
## furious ADJ JJ
## , PUNCT ,
## staring VERB VBG
## at ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## hardly ADV RB
## able ADJ JJ
## to PART TO
## believe VERB VB
## it PRON PRP
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## coming VERB VBG
## for ADP IN
## a DET DT
## weeklong ADJ JJ
## visit NOUN NN
## -- PUNCT :
## it PRON PRP
## was AUX VBD
## the DET DT
## worst ADJ JJS
## birthday NOUN NN
## present VERB VBP
## the DET DT
## Dursleys PROPN NNPS
## had AUX VBD
## ever ADV RB
## given VERB VBN
## him PRON PRP
## , PUNCT ,
## including VERB VBG
## that DET DT
## pair NOUN NN
## of ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## old ADJ JJ
## socks NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Well INTJ UH
## , PUNCT ,
## Petunia PROPN NNP
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## getting VERB VBG
## heavily ADV RB
## to ADP IN
## his DET PRP$
## feet NOUN NNS
## , PUNCT ,
## " PUNCT ``
## I PRON PRP
## 'll VERB MD
## be AUX VB
## off ADP IN
## to ADP IN
## the DET DT
## station NOUN NN
## , PUNCT ,
## then ADV RB
## . PUNCT .
## Want VERB VB
## to PART TO
## come VERB VB
## along ADP RP
## for ADP IN
## the DET DT
## ride NOUN NN
## , PUNCT ,
## Dudders NOUN NNS
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## No INTJ UH
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Dudley PROPN NNP
## , PUNCT ,
## whose DET WP$
## attention NOUN NN
## had AUX VBD
## returned VERB VBN
## to ADP IN
## the DET DT
## television NOUN NN
## now ADV RB
## that SCONJ IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## had AUX VBD
## finished VERB VBN
## threatening VERB VBG
## Harry PROPN NNP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Duddy PROPN NNP
## 's PART POS
## got VERB VBD
## to PART TO
## make VERB VB
## himself PRON PRP
## smart ADJ JJ
## for ADP IN
## his DET PRP$
## auntie NOUN NN
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## , PUNCT ,
## smoothing VERB VBG
## Dudley PROPN NNP
## 's PART POS
## thick ADJ JJ
## blond ADJ JJ
## hair NOUN NN
## . PUNCT .
## " PUNCT ''
## Mummy PROPN NNP
## 's PART POS
## bought VERB VBD
## him PRON PRP
## a DET DT
## lovely ADJ JJ
## new ADJ JJ
## bow NOUN NN
## tie NOUN NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## clapped VERB VBD
## Dudley PROPN NNP
## on ADP IN
## his DET PRP$
## porky ADJ JJ
## shoulder NOUN NN
## . PUNCT .
## " PUNCT ``
## See VERB VB
## you PRON PRP
## in ADP IN
## a DET DT
## bit NOUN NN
## , PUNCT ,
## then ADV RB
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## said VERB VBD
## , PUNCT ,
## and CCONJ CC
## he PRON PRP
## left VERB VBD
## the DET DT
## kitchen NOUN NN
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## , PUNCT ,
## who PRON WP
## had AUX VBD
## been AUX VBN
## sitting VERB VBG
## in ADP IN
## a DET DT
## kind NOUN NN
## of ADP IN
## horrified ADJ JJ
## trance NOUN NN
## , PUNCT ,
## had AUX VBD
## a DET DT
## sudden ADJ JJ
## idea NOUN NN
## . PUNCT .
## Abandoning VERB VBG
## his DET PRP$
## toast NOUN NN
## , PUNCT ,
## he PRON PRP
## got VERB VBD
## quickly ADV RB
## to ADP IN
## his DET PRP$
## feet NOUN NNS
## and CCONJ CC
## followed VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## to ADP IN
## the DET DT
## front ADJ JJ
## door NOUN NN
## . PUNCT .
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## was AUX VBD
## pulling VERB VBG
## on ADP IN
## his DET PRP$
## car NOUN NN
## coat NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## 'm AUX VBP
## not PART RB
## taking VERB VBG
## you PRON PRP
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## snarled VERB VBD
## as SCONJ IN
## he PRON PRP
## turned VERB VBD
## to PART TO
## see VERB VB
## Harry PROPN NNP
## watching VERB VBG
## him PRON PRP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Like SCONJ IN
## I PRON PRP
## wanted VERB VBD
## to PART TO
## come VERB VB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## coldly ADV RB
## . PUNCT .
## " PUNCT ``
## I PRON PRP
## want VERB VBP
## to PART TO
## ask VERB VB
## you PRON PRP
## something PRON NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## eyed VERB VBD
## him PRON PRP
## suspiciously ADV RB
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Third ADJ JJ
## years NOUN NNS
## at ADP IN
## Hog PROPN NNP
## -- PUNCT :
## at ADP IN
## my DET PRP$
## school NOUN NN
## are AUX VBP
## allowed VERB VBN
## to PART TO
## visit VERB VB
## the DET DT
## village NOUN NN
## sometimes ADV RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## So ADV RB
## ? PUNCT .
## " PUNCT ''
## snapped VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## taking VERB VBG
## his DET PRP$
## car NOUN NN
## keys NOUN NNS
## from ADP IN
## a DET DT
## hook NOUN NN
## next ADV RB
## to ADP IN
## the DET DT
## door NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## need VERB VBP
## you PRON PRP
## to PART TO
## sign VERB VB
## the DET DT
## permission NOUN NN
## form NOUN NN
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## in ADP IN
## a DET DT
## rush NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## And CCONJ CC
## why ADV WRB
## should VERB MD
## I PRON PRP
## do AUX VB
## that DET DT
## ? PUNCT .
## " PUNCT ''
## sneered VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Well INTJ UH
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## , PUNCT ,
## choosing VERB VBG
## his DET PRP$
## words NOUN NNS
## carefully ADV RB
## , PUNCT ,
## " PUNCT ``
## it PRON PRP
## 'll VERB MD
## be AUX VB
## hard ADJ JJ
## work NOUN NN
## , PUNCT ,
## pretending VERB VBG
## to ADP IN
## Aunt PROPN NNP
## Marge PROPN NNP
## I PRON PRP
## go VERB VBP
## to ADP IN
## that DET DT
## St. PROPN NNP
## Whatsits PROPN NNPS
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## " PUNCT ''
## St. PROPN NNP
## Brutus PROPN NNP
## 's PART POS
## Secure PROPN NNP
## Center PROPN NNP
## for ADP IN
## Incurably PROPN NNP
## Criminal PROPN NNP
## Boys PROPN NNPS
## ! PUNCT .
## " PUNCT ''
## bellowed VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## and CCONJ CC
## Harry PROPN NNP
## was AUX VBD
## pleased ADJ JJ
## to PART TO
## hear VERB VB
## a DET DT
## definite ADJ JJ
## note NOUN NN
## of ADP IN
## panic NOUN NN
## in ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## voice NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Exactly ADV RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## , PUNCT ,
## looking VERB VBG
## calmly ADV RB
## up ADV RB
## into ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## large ADJ JJ
## , PUNCT ,
## purple ADJ JJ
## face NOUN NN
## . PUNCT .
## " PUNCT ``
## It PRON PRP
## 's AUX VBZ
## a DET DT
## lot NOUN NN
## to PART TO
## remember VERB VB
## . PUNCT .
## I PRON PRP
## 'll VERB MD
## have AUX VB
## to PART TO
## make VERB VB
## it PRON PRP
## sound VERB VB
## convincing ADJ JJ
## , PUNCT ,
## wo VERB MD
## n't PART RB
## I PRON PRP
## ? PUNCT .
## What PRON WP
## if SCONJ IN
## I PRON PRP
## accidentally ADV RB
## let VERB VBD
## something PRON NN
## slip VERB VB
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## You PRON PRP
## 'll VERB MD
## get AUX VB
## the DET DT
## stuffing NOUN NN
## knocked VERB VBN
## out SCONJ IN
## of ADP IN
## you PRON PRP
## , PUNCT ,
## wo VERB MD
## n't PART RB
## you PRON PRP
## ? PUNCT .
## " PUNCT ''
## roared VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## advancing VERB VBG
## on ADP IN
## Harry PROPN NNP
## with ADP IN
## his DET PRP$
## fist NOUN NN
## raised VERB VBD
## . PUNCT .
## But CCONJ CC
## Harry PROPN NNP
## stood VERB VBD
## his DET PRP$
## ground NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Knocking VERB VBG
## the DET DT
## stuffing NOUN NN
## out SCONJ IN
## of ADP IN
## me PRON PRP
## wo VERB MD
## n't PART RB
## make VERB VB
## Aunt PROPN NNP
## Marge PROPN NNP
## forget VERB VB
## what PRON WP
## I PRON PRP
## could VERB MD
## tell VERB VB
## her PRON PRP
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## said VERB VBD
## grimly ADV RB
## . PUNCT .
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## stopped VERB VBD
## , PUNCT ,
## his DET PRP$
## fist NOUN NN
## still ADV RB
## raised VERB VBD
## , PUNCT ,
## his DET PRP$
## face NOUN NN
## an DET DT
## ugly ADJ JJ
## puce NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## But CCONJ CC
## if SCONJ IN
## you PRON PRP
## sign VERB VBP
## my DET PRP$
## permission NOUN NN
## form NOUN NN
## , PUNCT ,
## " PUNCT ''
## Harry PROPN NNP
## went VERB VBD
## on ADP RP
## quickly ADV RB
## , PUNCT ,
## " PUNCT ``
## I PRON PRP
## swear VERB VBP
## I PRON PRP
## 'll VERB MD
## remember VERB VB
## where ADV WRB
## I PRON PRP
## 'm AUX VBP
## supposed VERB VBN
## to PART TO
## go VERB VB
## to ADP IN
## school NOUN NN
## , PUNCT ,
## and CCONJ CC
## I PRON PRP
## 'll VERB MD
## act VERB VB
## like SCONJ IN
## a DET DT
## Mug PROPN NNP
## -- PUNCT :
## like INTJ UH
## I PRON PRP
## 'm AUX VBP
## normal ADJ JJ
## and CCONJ CC
## everything PRON NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## could VERB MD
## tell VERB VB
## that SCONJ IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## was AUX VBD
## thinking VERB VBG
## it PRON PRP
## over ADP RP
## , PUNCT ,
## even ADV RB
## if SCONJ IN
## his DET PRP$
## teeth NOUN NNS
## were AUX VBD
## bared VERB VBN
## and CCONJ CC
## a DET DT
## vein NOUN NN
## was AUX VBD
## throbbing VERB VBG
## in ADP IN
## his DET PRP$
## temple NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Right INTJ UH
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## snapped VERB VBD
## finally ADV RB
## . PUNCT .
## " PUNCT ``
## I PRON PRP
## shall VERB MD
## monitor VERB VB
## your DET PRP$
## behavior NOUN NN
## carefully ADV RB
## during ADP IN
## Marge PROPN NNP
## 's PART POS
## visit NOUN NN
## . PUNCT .
## If SCONJ IN
## , PUNCT ,
## at ADP IN
## the DET DT
## end NOUN NN
## of ADP IN
## it PRON PRP
## , PUNCT ,
## you PRON PRP
## 've AUX VB
## toed VERB VBN
## the DET DT
## line NOUN NN
## and CCONJ CC
## kept VERB VBD
## to ADP IN
## the DET DT
## story NOUN NN
## , PUNCT ,
## I PRON PRP
## 'll VERB MD
## sign VERB VB
## your DET PRP$
## ruddy NOUN NN
## form NOUN NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## He PRON PRP
## wheeled VERB VBD
## around ADV RB
## , PUNCT ,
## pulled VERB VBD
## open ADJ JJ
## the DET DT
## front ADJ JJ
## door NOUN NN
## , PUNCT ,
## and CCONJ CC
## slammed VERB VBD
## it PRON PRP
## so ADV RB
## hard ADV RB
## that SCONJ IN
## one NUM CD
## of ADP IN
## the DET DT
## little ADJ JJ
## panes NOUN NNS
## of ADP IN
## glass NOUN NN
## at ADP IN
## the DET DT
## top NOUN NN
## fell VERB VBD
## out ADP RP
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## did AUX VBD
## n't PART RB
## return VERB VB
## to ADP IN
## the DET DT
## kitchen NOUN NN
## . PUNCT .
## He PRON PRP
## went VERB VBD
## back ADV RB
## upstairs ADV RB
## to ADP IN
## his DET PRP$
## bedroom NOUN NN
## . PUNCT .
## If SCONJ IN
## he PRON PRP
## was AUX VBD
## going VERB VBG
## to PART TO
## act VERB VB
## like SCONJ IN
## a DET DT
## real ADJ JJ
## Muggle PROPN NNP
## , PUNCT ,
## he PRON PRP
## 'd VERB MD
## better ADV RBR
## start VERB VB
## now ADV RB
## . PUNCT .
## Slowly ADV RB
## and CCONJ CC
## sadly ADV RB
## he PRON PRP
## gathered VERB VBD
## up ADP RP
## all DET PDT
## his DET PRP$
## presents NOUN NNS
## and CCONJ CC
## his DET PRP$
## birthday NOUN NN
## cards NOUN NNS
## and CCONJ CC
## hid VERB VBD
## them PRON PRP
## under ADP IN
## the DET DT
## loose ADJ JJ
## floorboard NOUN NN
## with ADP IN
## his DET PRP$
## homework NOUN NN
## . PUNCT .
## Then ADV RB
## he PRON PRP
## went VERB VBD
## to ADP IN
## Hedwig PROPN NNP
## 's PART POS
## cage NOUN NN
## . PUNCT .
## Errol PROPN NNP
## seemed VERB VBD
## to PART TO
## have AUX VB
## recovered VERB VBN
## ; PUNCT :
## he PRON PRP
## and CCONJ CC
## Hedwig PROPN NNP
## were AUX VBD
## both DET DT
## asleep ADJ JJ
## , PUNCT ,
## heads NOUN NNS
## under ADP IN
## their DET PRP$
## wings NOUN NNS
## . PUNCT .
## Harry PROPN NNP
## sighed VERB VBD
## , PUNCT ,
## then ADV RB
## poked VERB VBD
## them PRON PRP
## both DET DT
## awake ADJ JJ
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Hedwig PROPN NNP
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## said VERB VBD
## gloomily ADV RB
## , PUNCT ,
## " PUNCT ``
## you PRON PRP
## 're AUX VBP
## going VERB VBG
## to PART TO
## have AUX VB
## to PART TO
## clear VERB VB
## off ADP RP
## for ADP IN
## a DET DT
## week NOUN NN
## . PUNCT .
## Go VERB VB
## with ADP IN
## Errol PROPN NNP
## . PUNCT .
## Ron'll PROPN NNP
## look VERB VB
## after ADP IN
## you PRON PRP
## . PUNCT .
## I PRON PRP
## 'll VERB MD
## write VERB VB
## him PRON PRP
## a DET DT
## note NOUN NN
## , PUNCT ,
## explaining VERB VBG
## . PUNCT .
## And CCONJ CC
## do AUX VB
## n't PART RB
## look VERB VB
## at ADP IN
## me PRON PRP
## like SCONJ IN
## that DET DT
## " PUNCT ''
## -- PUNCT :
## Hedwig PROPN NNP
## 's PART POS
## large ADJ JJ
## amber NOUN NN
## eyes NOUN NNS
## were AUX VBD
## reproachful ADJ JJ
## -- PUNCT :
## " PUNCT ``
## it PRON PRP
## 's AUX VBZ
## not PART RB
## my DET PRP$
## fault NOUN NN
## . PUNCT .
## It PRON PRP
## 's AUX VBZ
## the DET DT
## only ADJ JJ
## way NOUN NN
## I PRON PRP
## 'll VERB MD
## be AUX VB
## allowed VERB VBN
## to PART TO
## visit VERB VB
## Hogsmeade PROPN NNP
## with ADP IN
## Ron PROPN NNP
## and CCONJ CC
## Hermione PROPN NNP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Ten NUM CD
## minutes NOUN NNS
## later ADV RBR
## , PUNCT ,
## Errol PROPN NNP
## and CCONJ CC
## Hedwig PROPN NNP
## ( PUNCT -LRB-
## who PRON WP
## had AUX VBD
## a DET DT
## note NOUN NN
## to ADP IN
## Ron PROPN NNP
## bound VERB VBN
## to ADP IN
## her DET PRP$
## leg NOUN NN
## ) PUNCT -RRB-
## soared VERB VBD
## out SCONJ IN
## of ADP IN
## the DET DT
## window NOUN NN
## and CCONJ CC
## out SCONJ IN
## of ADP IN
## sight NOUN NN
## . PUNCT .
## Harry PROPN NNP
## , PUNCT ,
## now ADV RB
## feeling VERB VBG
## thoroughly ADV RB
## miserable ADJ JJ
## , PUNCT ,
## put VERB VB
## the DET DT
## empty ADJ JJ
## cage NOUN NN
## away ADV RB
## inside ADP IN
## the DET DT
## wardrobe NOUN NN
## . PUNCT .
## SPACE _SP
## But CCONJ CC
## Harry PROPN NNP
## did AUX VBD
## n't PART RB
## have AUX VB
## long ADV RB
## to ADP IN
## brood NOUN NN
## . PUNCT .
## In ADP IN
## next ADJ JJ
## to ADP IN
## no DET DT
## time NOUN NN
## , PUNCT ,
## Aunt PROPN NNP
## Petunia PROPN NNP
## was AUX VBD
## shrieking VERB VBG
## up ADP RP
## the DET DT
## stairs NOUN NNS
## for ADP IN
## Harry PROPN NNP
## to PART TO
## come VERB VB
## down ADP RP
## and CCONJ CC
## get AUX VB
## ready ADJ JJ
## to PART TO
## welcome VERB VB
## their DET PRP$
## guest NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Do AUX VB
## something PRON NN
## about ADP IN
## your DET PRP$
## hair NOUN NN
## ! PUNCT .
## " PUNCT ''
## Aunt PROPN NNP
## Petunia PROPN NNP
## snapped VERB VBD
## as SCONJ IN
## he PRON PRP
## reached VERB VBD
## the DET DT
## hall NOUN NN
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## could VERB MD
## n't PART RB
## see VERB VB
## the DET DT
## point NOUN NN
## of ADP IN
## trying VERB VBG
## to PART TO
## make VERB VB
## his DET PRP$
## hair NOUN NN
## lie VERB VB
## flat ADJ JJ
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## loved VERB VBD
## criticizing VERB VBG
## him PRON PRP
## , PUNCT ,
## so CCONJ CC
## the DET DT
## untidier NOUN NN
## he PRON PRP
## looked VERB VBD
## , PUNCT ,
## the DET DT
## happier ADJ JJR
## she PRON PRP
## would VERB MD
## be AUX VB
## . PUNCT .
## SPACE _SP
## All ADV RB
## too ADV RB
## soon ADV RB
## , PUNCT ,
## there PRON EX
## was AUX VBD
## a DET DT
## crunch NOUN NN
## of ADP IN
## gravel NOUN NN
## outside ADP IN
## as SCONJ IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## car NOUN NN
## pulled VERB VBD
## back ADV RB
## into ADP IN
## the DET DT
## driveway NOUN NN
## , PUNCT ,
## then ADV RB
## the DET DT
## clunk NOUN NN
## of ADP IN
## the DET DT
## car NOUN NN
## doors NOUN NNS
## and CCONJ CC
## footsteps NOUN NNS
## on ADP IN
## the DET DT
## garden NOUN NN
## path NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Get AUX VB
## the DET DT
## door NOUN NN
## ! PUNCT .
## " PUNCT ''
## Aunt PROPN NNP
## Petunia PROPN NNP
## hissed VERB VBD
## at ADP IN
## Harry PROPN NNP
## . PUNCT .
## SPACE _SP
## A DET DT
## feeling NOUN NN
## of ADP IN
## great ADJ JJ
## gloom NOUN NN
## in ADP IN
## his DET PRP$
## stomach NOUN NN
## , PUNCT ,
## Harry PROPN NNP
## pulled VERB VBD
## the DET DT
## door NOUN NN
## open ADJ JJ
## . PUNCT .
## SPACE _SP
## On ADP IN
## the DET DT
## threshold NOUN NN
## stood VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## She PRON PRP
## was AUX VBD
## very ADV RB
## like SCONJ IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## : PUNCT :
## large ADJ JJ
## , PUNCT ,
## beefy ADJ JJ
## , PUNCT ,
## and CCONJ CC
## purple- VERB VBZ
## faced VERB VBN
## , PUNCT ,
## she PRON PRP
## even ADV RB
## had AUX VBD
## a DET DT
## mustache NOUN NN
## , PUNCT ,
## though SCONJ IN
## not PART RB
## as ADV RB
## bushy ADJ JJ
## as SCONJ IN
## his PRON PRP
## . PUNCT .
## In ADP IN
## one NUM CD
## hand NOUN NN
## she PRON PRP
## held VERB VBD
## an DET DT
## enormous ADJ JJ
## suitcase NOUN NN
## , PUNCT ,
## and CCONJ CC
## tucked VERB VBN
## under ADP IN
## the DET DT
## other ADJ JJ
## was AUX VBD
## an DET DT
## old ADJ JJ
## and CCONJ CC
## evil ADJ JJ
## - PUNCT HYPH
## tempered VERB VBN
## bulldog NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Where ADV WRB
## 's AUX VBZ
## my DET PRP$
## Dudders NOUN NNS
## ? PUNCT .
## " PUNCT ''
## roared VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## Where ADV WRB
## 's AUX VBZ
## my DET PRP$
## neffy NOUN NN
## - PUNCT HYPH
## poo PROPN NNP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## Dudley PROPN NNP
## came VERB VBD
## waddling VERB VBG
## down ADP IN
## the DET DT
## hall NOUN NN
## , PUNCT ,
## his DET PRP$
## blond ADJ JJ
## hair NOUN NN
## plastered VERB VBD
## flat ADJ JJ
## to ADP IN
## his DET PRP$
## fat ADJ JJ
## head NOUN NN
## , PUNCT ,
## a DET DT
## bow NOUN NN
## tie NOUN NN
## just ADV RB
## visible ADJ JJ
## under ADP IN
## his DET PRP$
## many ADJ JJ
## chins NOUN NNS
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## thrust VERB VBD
## the DET DT
## suitcase NOUN NN
## into ADP IN
## Harry PROPN NNP
## 's PART POS
## stomach NOUN NN
## , PUNCT ,
## knocking VERB VBG
## the DET DT
## wind NOUN NN
## out SCONJ IN
## of ADP IN
## him PRON PRP
## , PUNCT ,
## seized VERB VBD
## Dudley PROPN NNP
## in ADP IN
## a DET DT
## tight ADJ JJ
## one NUM CD
## - PUNCT HYPH
## armed ADJ JJ
## hug NOUN NN
## , PUNCT ,
## and CCONJ CC
## planted VERB VBD
## a DET DT
## large ADJ JJ
## kiss NOUN NN
## on ADP IN
## his DET PRP$
## cheek NOUN NN
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## knew VERB VBD
## perfectly ADV RB
## well ADV RB
## that SCONJ IN
## Dudley PROPN NNP
## only ADV RB
## put VERB VBD
## up ADP RP
## with ADP IN
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## hugs NOUN NNS
## because SCONJ IN
## he PRON PRP
## was AUX VBD
## well ADV RB
## paid VERB VBN
## for ADP IN
## it PRON PRP
## , PUNCT ,
## and CCONJ CC
## sure ADV RB
## enough ADV RB
## , PUNCT ,
## when ADV WRB
## they PRON PRP
## broke VERB VBD
## apart ADV RB
## , PUNCT ,
## Dudley PROPN NNP
## had AUX VBD
## a DET DT
## crisp ADJ JJ
## twenty NUM CD
## - PUNCT HYPH
## pound NOUN NN
## note NOUN NN
## clutched VERB VBD
## in ADP IN
## his DET PRP$
## fat ADJ JJ
## fist NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Petunia PROPN NNP
## ! PUNCT .
## " PUNCT ''
## shouted VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## striding VERB VBG
## past ADP IN
## Harry PROPN NNP
## as SCONJ IN
## though SCONJ IN
## he PRON PRP
## was AUX VBD
## a DET DT
## hat NOUN NN
## stand NOUN NN
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## and CCONJ CC
## Aunt PROPN NNP
## Petunia PROPN NNP
## kissed VERB VBD
## , PUNCT ,
## or CCONJ CC
## rather ADV RB
## , PUNCT ,
## Aunt PROPN NNP
## Marge PROPN NNP
## bumped VERB VBD
## her DET PRP$
## large ADJ JJ
## jaw NOUN NN
## against ADP IN
## Aunt PROPN NNP
## Petunia PROPN NNP
## 's PART POS
## bony NOUN NN
## cheekbone NOUN NN
## . PUNCT .
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## now ADV RB
## came VERB VBD
## in ADV RB
## , PUNCT ,
## smiling VERB VBG
## jovially NOUN NN
## as SCONJ IN
## he PRON PRP
## shut VERB VBD
## the DET DT
## door NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Tea PROPN NNP
## , PUNCT ,
## Marge PROPN NNP
## ? PUNCT .
## " PUNCT ''
## he PRON PRP
## said VERB VBD
## . PUNCT .
## " PUNCT ``
## And CCONJ CC
## what PRON WP
## will VERB MD
## Ripper PROPN NNP
## take VERB VB
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Ripper PROPN NNP
## can VERB MD
## have AUX VB
## some DET DT
## tea NOUN NN
## out SCONJ IN
## of ADP IN
## my DET PRP$
## saucer NOUN NN
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## as SCONJ IN
## they PRON PRP
## all DET DT
## proceeded VERB VBD
## into ADP IN
## the DET DT
## kitchen NOUN NN
## , PUNCT ,
## leaving VERB VBG
## Harry PROPN NNP
## alone ADV RB
## in ADP IN
## the DET DT
## hall NOUN NN
## with ADP IN
## the DET DT
## suitcase NOUN NN
## . PUNCT .
## But CCONJ CC
## Harry PROPN NNP
## was AUX VBD
## n't PART RB
## complaining VERB VBG
## ; PUNCT :
## any DET DT
## excuse NOUN NN
## not PART RB
## to PART TO
## be AUX VB
## with ADP IN
## Aunt PROPN NNP
## Marge PROPN NNP
## was AUX VBD
## fine ADJ JJ
## by ADP IN
## him PRON PRP
## , PUNCT ,
## so ADV RB
## he PRON PRP
## began VERB VBD
## to PART TO
## heave VERB VB
## the DET DT
## case NOUN NN
## upstairs ADV RB
## into ADP IN
## the DET DT
## spare ADJ JJ
## bedroom NOUN NN
## , PUNCT ,
## taking VERB VBG
## as ADV RB
## long ADV RB
## as SCONJ IN
## he PRON PRP
## could VERB MD
## . PUNCT .
## SPACE _SP
## By ADP IN
## the DET DT
## time NOUN NN
## he PRON PRP
## got VERB VBD
## back ADV RB
## to ADP IN
## the DET DT
## kitchen NOUN NN
## , PUNCT ,
## Aunt PROPN NNP
## Marge PROPN NNP
## had AUX VBD
## been AUX VBN
## supplied VERB VBN
## with ADP IN
## tea NOUN NN
## and CCONJ CC
## fruitcake NOUN NN
## , PUNCT ,
## and CCONJ CC
## Ripper PROPN NNP
## was AUX VBD
## lapping VERB VBG
## noisily ADV RB
## in ADP IN
## the DET DT
## corner NOUN NN
## . PUNCT .
## Harry PROPN NNP
## saw VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## wince NOUN NN
## slightly ADV RB
## as SCONJ IN
## specks NOUN NNS
## of ADP IN
## tea NOUN NN
## and CCONJ CC
## drool NOUN NN
## flecked VERB VBD
## her DET PRP$
## clean ADJ JJ
## floor NOUN NN
## . PUNCT .
## Aunt PROPN NNP
## Petunia PROPN NNP
## hated VERB VBD
## animals NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Who PRON WP
## 's AUX VBZ
## looking VERB VBG
## after ADP IN
## the DET DT
## other ADJ JJ
## dogs NOUN NNS
## , PUNCT ,
## Marge PROPN NNP
## ? PUNCT .
## " PUNCT ''
## Uncle PROPN NNP
## Vernon PROPN NNP
## asked VERB VBD
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Oh INTJ UH
## , PUNCT ,
## I PRON PRP
## 've AUX VB
## got VERB VBN
## Colonel PROPN NNP
## Fubster PROPN NNP
## managing VERB VBG
## them PRON PRP
## , PUNCT ,
## " PUNCT ''
## boomed VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## He PRON PRP
## 's AUX VBZ
## retired VERB VBN
## now ADV RB
## , PUNCT ,
## good ADJ JJ
## for ADP IN
## him PRON PRP
## to PART TO
## have AUX VB
## something PRON NN
## to PART TO
## do AUX VB
## . PUNCT .
## But CCONJ CC
## I PRON PRP
## could VERB MD
## n't PART RB
## leave VERB VB
## poor ADJ JJ
## old ADJ JJ
## Ripper PROPN NNP
## . PUNCT .
## He PRON PRP
## pines VERB VBZ
## if SCONJ IN
## he PRON PRP
## 's AUX VBZ
## away ADV RB
## from ADP IN
## me PRON PRP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Ripper PROPN NNP
## began VERB VBD
## to PART TO
## growl VERB VB
## again ADV RB
## as SCONJ IN
## Harry PROPN NNP
## sat VERB VBD
## down ADP RP
## . PUNCT .
## This DET DT
## directed VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## attention NOUN NN
## to ADP IN
## Harry PROPN NNP
## for ADP IN
## the DET DT
## first ADJ JJ
## time NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## So ADV RB
## ! PUNCT .
## " PUNCT ''
## she PRON PRP
## barked VERB VBD
## . PUNCT .
## " PUNCT ``
## Still ADV RB
## here ADV RB
## , PUNCT ,
## are AUX VBP
## you PRON PRP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Yes INTJ UH
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Do AUX VBP
## n't PART RB
## you PRON PRP
## say VERB VB
## yes INTJ UH
## ' PUNCT ''
## in ADP IN
## that DET DT
## ungrateful ADJ JJ
## tone NOUN NN
## , PUNCT ,
## " PUNCT ''
## Aunt PROPN NNP
## Marge PROPN NNP
## growled VERB VBD
## . PUNCT .
## " PUNCT ``
## It PRON PRP
## 's AUX VBZ
## damn ADV RB
## good ADJ JJ
## of ADP IN
## Vernon PROPN NNP
## and CCONJ CC
## Petunia PROPN NNP
## to PART TO
## keep VERB VB
## you PRON PRP
## . PUNCT .
## Would VERB MD
## n't PART RB
## have AUX VB
## done VERB VBN
## it PRON PRP
## myself PRON PRP
## . PUNCT .
## You PRON PRP
## 'd VERB MD
## have AUX VB
## gone VERB VBN
## straight ADV RB
## to ADP IN
## an DET DT
## orphanage NOUN NN
## if SCONJ IN
## you PRON PRP
## 'd VERB MD
## been AUX VBN
## dumped VERB VBN
## on ADP IN
## my DET PRP$
## doorstep NOUN NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## was AUX VBD
## bursting VERB VBG
## to PART TO
## say VERB VB
## that SCONJ IN
## he PRON PRP
## 'd VERB MD
## rather ADV RB
## live VERB VB
## in ADP IN
## an DET DT
## orphanage NOUN NN
## than SCONJ IN
## with ADP IN
## the DET DT
## Dursleys PROPN NNPS
## , PUNCT ,
## but CCONJ CC
## the DET DT
## thought NOUN NN
## of ADP IN
## the DET DT
## Hogsmeade PROPN NNP
## form NOUN NN
## stopped VERB VBD
## him PRON PRP
## . PUNCT .
## He PRON PRP
## forced VERB VBD
## his DET PRP$
## face NOUN NN
## into ADP IN
## a DET DT
## painful ADJ JJ
## smile NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Do AUX VBP
## n't PART RB
## you PRON PRP
## smirk VERB VB
## at ADP IN
## me PRON PRP
## ! PUNCT .
## " PUNCT ''
## boomed VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## I PRON PRP
## can VERB MD
## see VERB VB
## you PRON PRP
## have AUX VBP
## n't PART RB
## improved VERB VBN
## since SCONJ IN
## I PRON PRP
## last ADV RB
## saw VERB VBD
## you PRON PRP
## . PUNCT .
## I PRON PRP
## hoped VERB VBD
## school NOUN NN
## would VERB MD
## knock VERB VB
## some DET DT
## manners NOUN NNS
## into ADP IN
## you PRON PRP
## . PUNCT .
## " PUNCT ''
## She PRON PRP
## took VERB VBD
## a DET DT
## large ADJ JJ
## gulp NOUN NN
## of ADP IN
## tea NOUN NN
## , PUNCT ,
## wiped VERB VBD
## her DET PRP$
## mustache NOUN NN
## , PUNCT ,
## and CCONJ CC
## said VERB VBD
## , PUNCT ,
## " PUNCT ``
## Where ADV WRB
## is AUX VBZ
## it PRON PRP
## that DET WDT
## you PRON PRP
## send VERB VBP
## him PRON PRP
## , PUNCT ,
## again ADV RB
## , PUNCT ,
## Vernon PROPN NNP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ''
## St. PROPN NNP
## Brutus PROPN NNP
## 's PART POS
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## promptly ADV RB
## . PUNCT .
## " PUNCT ``
## It PRON PRP
## 's AUX VBZ
## a DET DT
## first ADJ JJ
## - PUNCT HYPH
## rate NOUN NN
## institution NOUN NN
## for ADP IN
## hopeless ADJ JJ
## cases NOUN NNS
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## see VERB VBP
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## Do AUX VBP
## they PRON PRP
## use VERB VB
## the DET DT
## cane NOUN NN
## at ADP IN
## St. PROPN NNP
## Brutus PROPN NNP
## 's PART POS
## , PUNCT ,
## boy NOUN NN
## ? PUNCT .
## " PUNCT ''
## she PRON PRP
## barked VERB VBD
## across ADP IN
## the DET DT
## table NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Er INTJ UH
## -- PUNCT :
## " PUNCT ''
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## nodded VERB VBD
## curtly ADV RB
## behind ADP IN
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## back NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Yes INTJ UH
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## . PUNCT .
## Then ADV RB
## , PUNCT ,
## feeling VERB VBG
## he PRON PRP
## might VERB MD
## as ADV RB
## well ADV RB
## do AUX VB
## the DET DT
## thing NOUN NN
## properly ADV RB
## , PUNCT ,
## he PRON PRP
## added VERB VBD
## , PUNCT ,
## " PUNCT ``
## all DET PDT
## the DET DT
## time NOUN NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Excellent PROPN NNP
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## . PUNCT .
## " PUNCT ``
## I PRON PRP
## wo VERB MD
## n't PART RB
## have AUX VB
## this DET DT
## namby NOUN NN
## - PUNCT HYPH
## pamby PROPN NNP
## , PUNCT ,
## wishy PROPN NNP
## - PUNCT HYPH
## washy NOUN NN
## nonsense NOUN NN
## about ADP IN
## not PART RB
## hitting VERB VBG
## people NOUN NNS
## who PRON WP
## deserve VERB VBP
## it PRON PRP
## . PUNCT .
## A DET DT
## good ADJ JJ
## thrashing NOUN NN
## is AUX VBZ
## what PRON WP
## 's AUX VBZ
## needed VERB VBN
## in ADP IN
## ninety NUM CD
## - PUNCT HYPH
## nine NUM CD
## cases NOUN NNS
## out SCONJ IN
## of ADP IN
## a DET DT
## hundred NUM CD
## . PUNCT .
## Have AUX VBP
## you PRON PRP
## been AUX VBN
## beaten VERB VBN
## often ADV RB
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Oh INTJ UH
## , PUNCT ,
## yeah INTJ UH
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## , PUNCT ,
## " PUNCT ``
## loads NOUN NNS
## of ADP IN
## times NOUN NNS
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Aunt PROPN NNP
## Marge PROPN NNP
## narrowed VERB VBD
## her DET PRP$
## eyes NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## still ADV RB
## do AUX VBP
## n't PART RB
## like VERB VB
## your DET PRP$
## tone NOUN NN
## , PUNCT ,
## boy NOUN NN
## , PUNCT ,
## " PUNCT ''
## she PRON PRP
## said VERB VBD
## . PUNCT .
## " PUNCT ``
## If SCONJ IN
## you PRON PRP
## can VERB MD
## speak VERB VB
## of ADP IN
## your DET PRP$
## beatings NOUN NNS
## in ADP IN
## that DET DT
## casual ADJ JJ
## way NOUN NN
## , PUNCT ,
## they PRON PRP
## clearly ADV RB
## are AUX VBP
## n't PART RB
## hitting VERB VBG
## you PRON PRP
## hard ADJ JJ
## enough ADV RB
## . PUNCT .
## Petunia PROPN NNP
## , PUNCT ,
## I PRON PRP
## 'd VERB MD
## write VERB VB
## if SCONJ IN
## I PRON PRP
## were AUX VBD
## you PRON PRP
## . PUNCT .
## Make VERB VB
## it PRON PRP
## clear ADJ JJ
## that SCONJ IN
## you PRON PRP
## approve VERB VBP
## the DET DT
## use NOUN NN
## of ADP IN
## extreme ADJ JJ
## force NOUN NN
## in ADP IN
## this DET DT
## boy NOUN NN
## 's PART POS
## case NOUN NN
## . PUNCT .
## " PUNCT ``
## SPACE _SP
## Perhaps ADV RB
## Uncle PROPN NNP
## Vernon PROPN NNP
## was AUX VBD
## worried ADJ JJ
## that SCONJ IN
## Harry PROPN NNP
## might VERB MD
## forget VERB VB
## their DET PRP$
## bargain NOUN NN
## ; PUNCT :
## in ADP IN
## any DET DT
## case NOUN NN
## , PUNCT ,
## he PRON PRP
## changed VERB VBD
## the DET DT
## subject NOUN NN
## abruptly ADV RB
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Heard VERB VBD
## the DET DT
## news NOUN NN
## this DET DT
## morning NOUN NN
## , PUNCT ,
## Marge PROPN NNP
## ? PUNCT .
## What PRON WP
## about ADP IN
## that DET DT
## escaped VERB VBD
## prisoner NOUN NN
## , PUNCT ,
## eh INTJ UH
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## As SCONJ IN
## Aunt PROPN NNP
## Marge PROPN NNP
## started VERB VBD
## to PART TO
## make VERB VB
## herself PRON PRP
## at ADP IN
## home NOUN NN
## , PUNCT ,
## Harry PROPN NNP
## caught VERB VBD
## himself PRON PRP
## thinking VERB VBG
## almost ADV RB
## longingly ADV RB
## of ADP IN
## life NOUN NN
## at ADP IN
## number NOUN NN
## four NUM CD
## without ADP IN
## her PRON PRP
## . PUNCT .
## Uncle PROPN NNP
## Vernon PROPN NNP
## and CCONJ CC
## Aunt PROPN NNP
## Petunia PROPN NNP
## usually ADV RB
## encouraged VERB VBD
## Harry PROPN NNP
## to PART TO
## stay VERB VB
## out SCONJ IN
## of ADP IN
## their DET PRP$
## way NOUN NN
## , PUNCT ,
## which DET WDT
## Harry PROPN NNP
## was AUX VBD
## only ADV RB
## too ADV RB
## happy ADJ JJ
## to PART TO
## do AUX VB
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## on ADP IN
## the DET DT
## other ADJ JJ
## hand NOUN NN
## , PUNCT ,
## wanted VERB VBD
## Harry PROPN NNP
## under ADP IN
## her DET PRP$
## eye NOUN NN
## at ADP IN
## all DET DT
## times NOUN NNS
## , PUNCT ,
## so SCONJ IN
## that SCONJ IN
## she PRON PRP
## could VERB MD
## boom VERB VB
## out ADP RP
## suggestions NOUN NNS
## for ADP IN
## his DET PRP$
## improvement NOUN NN
## . PUNCT .
## She PRON PRP
## delighted VERB VBD
## in ADP IN
## comparing VERB VBG
## Harry PROPN NNP
## with ADP IN
## Dudley PROPN NNP
## , PUNCT ,
## and CCONJ CC
## took VERB VBD
## huge ADJ JJ
## pleasure NOUN NN
## in ADP IN
## buying VERB VBG
## Dudley PROPN NNP
## expensive ADJ JJ
## presents NOUN NNS
## while SCONJ IN
## glaring VERB VBG
## at ADP IN
## Harry PROPN NNP
## , PUNCT ,
## as SCONJ IN
## though SCONJ IN
## daring VERB VBG
## him PRON PRP
## to PART TO
## ask VERB VB
## why ADV WRB
## he PRON PRP
## had AUX VBD
## n't PART RB
## got VERB VBN
## a DET DT
## present NOUN NN
## too ADV RB
## . PUNCT .
## She PRON PRP
## also ADV RB
## kept VERB VBD
## throwing VERB VBG
## out ADP RP
## dark ADJ JJ
## hints NOUN NNS
## about ADP IN
## what PRON WP
## made VERB VBD
## Harry PROPN NNP
## such DET PDT
## an DET DT
## unsatisfactory ADJ JJ
## person NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## You PRON PRP
## must VERB MD
## n't PART RB
## blame VERB VB
## yourself PRON PRP
## for ADP IN
## the DET DT
## way NOUN NN
## the DET DT
## boy NOUN NN
## 's PART POS
## turned VERB VBN
## out ADP RP
## , PUNCT ,
## Vernon PROPN NNP
## , PUNCT ,
## " PUNCT ''
## she PRON PRP
## said VERB VBD
## over ADP IN
## lunch NOUN NN
## on ADP IN
## the DET DT
## third ADJ JJ
## day NOUN NN
## . PUNCT .
## " PUNCT ``
## If SCONJ IN
## there PRON EX
## 's AUX VBZ
## something PRON NN
## rotten ADJ JJ
## on ADP IN
## the DET DT
## inside NOUN NN
## , PUNCT ,
## there PRON EX
## 's AUX VBZ
## nothing PRON NN
## anyone PRON NN
## can VERB MD
## do AUX VB
## about ADP IN
## it PRON PRP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## tried VERB VBD
## to PART TO
## concentrate VERB VB
## on ADP IN
## his DET PRP$
## food NOUN NN
## , PUNCT ,
## but CCONJ CC
## his DET PRP$
## hands NOUN NNS
## shook VERB VBD
## and CCONJ CC
## his DET PRP$
## face NOUN NN
## was AUX VBD
## starting VERB VBG
## to PART TO
## burn VERB VB
## with ADP IN
## anger NOUN NN
## . PUNCT .
## Remember VERB VB
## the DET DT
## form NOUN NN
## , PUNCT ,
## he PRON PRP
## told VERB VBD
## himself PRON PRP
## Think VERB VB
## about ADP IN
## Hogsmeade PROPN NNP
## . PUNCT .
## Do AUX VB
## n't PART RB
## say VERB VB
## anything PRON NN
## . PUNCT .
## Do AUX VB
## n't PART RB
## rise VERB VB
## SPACE _SP
## Aunt PROPN NNP
## Marge PROPN NNP
## reached VERB VBD
## for ADP IN
## her DET PRP$
## glass NOUN NN
## of ADP IN
## wine NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## It PRON PRP
## 's AUX VBZ
## one NUM CD
## of ADP IN
## the DET DT
## basic ADJ JJ
## rules NOUN NNS
## of ADP IN
## breeding NOUN NN
## , PUNCT ,
## " PUNCT ''
## she PRON PRP
## said VERB VBD
## . PUNCT .
## " PUNCT ``
## You PRON PRP
## see VERB VBP
## it PRON PRP
## all DET PDT
## the DET DT
## time NOUN NN
## with ADP IN
## dogs NOUN NNS
## . PUNCT .
## If SCONJ IN
## there PRON EX
## 's AUX VBZ
## something PRON NN
## wrong ADJ JJ
## with ADP IN
## the DET DT
## bitch NOUN NN
## , PUNCT ,
## there PRON EX
## 'll VERB MD
## be AUX VB
## something PRON NN
## wrong ADJ JJ
## with ADP IN
## the DET DT
## pup NOUN NN
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## At ADP IN
## that DET DT
## moment NOUN NN
## , PUNCT ,
## the DET DT
## wineglass PROPN NNP
## Aunt PROPN NNP
## Marge PROPN NNP
## was AUX VBD
## holding VERB VBG
## exploded VERB VBD
## in ADP IN
## her DET PRP$
## hand NOUN NN
## . PUNCT .
## Shards NOUN NNS
## of ADP IN
## glass NOUN NN
## flew VERB VBD
## in ADP IN
## every DET DT
## direction NOUN NN
## and CCONJ CC
## Aunt PROPN NNP
## Marge PROPN NNP
## sputtered VERB VBD
## and CCONJ CC
## blinked VERB VBN
## , PUNCT ,
## her DET PRP$
## great ADJ JJ
## ruddy NOUN NN
## face NOUN NN
## dripping VERB VBG
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Marge PROPN NNP
## ! PUNCT .
## " PUNCT ''
## squealed VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## . PUNCT .
## " PUNCT ''
## Marge PROPN NNP
## , PUNCT ,
## are AUX VBP
## you PRON PRP
## all ADV RB
## right ADJ JJ
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## Not PART RB
## to PART TO
## worry VERB VB
## , PUNCT ,
## " PUNCT ''
## grunted VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## mopping VERB VBG
## her DET PRP$
## face NOUN NN
## with ADP IN
## her DET PRP$
## napkin NOUN NN
## . PUNCT .
## " PUNCT ``
## Must VERB MD
## have AUX VB
## squeezed VERB VBN
## it PRON PRP
## too ADV RB
## hard ADV RB
## . PUNCT .
## Did AUX VBD
## the DET DT
## same ADJ JJ
## thing NOUN NN
## at ADP IN
## Colonel PROPN NNP
## Fubster PROPN NNP
## 's AUX VBZ
## the DET DT
## other ADJ JJ
## day NOUN NN
## . PUNCT .
## No DET DT
## need NOUN NN
## to PART TO
## fuss VERB VB
## , PUNCT ,
## Petunia PROPN NNP
## , PUNCT ,
## I PRON PRP
## have AUX VBP
## a DET DT
## very ADV RB
## firm ADJ JJ
## grip NOUN NN
## ... PUNCT :
## " PUNCT ''
## SPACE _SP
## But CCONJ CC
## Aunt PROPN NNP
## Petunia PROPN NNP
## and CCONJ CC
## Uncle PROPN NNP
## Vernon PROPN NNP
## were AUX VBD
## both DET DT
## looking VERB VBG
## at ADP IN
## Harry PROPN NNP
## suspiciously ADV RB
## , PUNCT ,
## so ADV RB
## he PRON PRP
## decided VERB VBD
## he PRON PRP
## 'd VERB MD
## better ADV RBR
## skip VERB VB
## dessert NOUN NN
## and CCONJ CC
## escape VERB VB
## from ADP IN
## the DET DT
## table NOUN NN
## as ADV RB
## soon ADV RB
## as SCONJ IN
## he PRON PRP
## could VERB MD
## . PUNCT .
## SPACE _SP
## Outside ADV RB
## in ADP IN
## the DET DT
## hall NOUN NN
## , PUNCT ,
## he PRON PRP
## leaned VERB VBD
## against ADP IN
## the DET DT
## wall NOUN NN
## , PUNCT ,
## breathing VERB VBG
## deeply ADV RB
## It PRON PRP
## had AUX VBD
## been AUX VBN
## a DET DT
## long ADJ JJ
## time NOUN NN
## since SCONJ IN
## he PRON PRP
## 'd VERB MD
## lost VERB VBN
## control NOUN NN
## and CCONJ CC
## made VERB VBD
## something PRON NN
## explode ADJ JJ
## . PUNCT .
## He PRON PRP
## could VERB MD
## n't PART RB
## afford VERB VB
## to PART TO
## let VERB VB
## it PRON PRP
## happen VERB VB
## again ADV RB
## . PUNCT .
## The DET DT
## Hogsmeade PROPN NNP
## form NOUN NN
## was AUX VBD
## n't PART RB
## the DET DT
## only ADJ JJ
## thing NOUN NN
## at ADP IN
## stake NOUN NN
## -- PUNCT :
## if SCONJ IN
## he PRON PRP
## carried VERB VBD
## on ADP RP
## like SCONJ IN
## that DET DT
## , PUNCT ,
## he PRON PRP
## 'd VERB MD
## be AUX VB
## in ADP IN
## trouble NOUN NN
## with ADP IN
## the DET DT
## Ministry PROPN NNP
## of ADP IN
## Magic PROPN NNP
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## was AUX VBD
## still ADV RB
## an DET DT
## underage ADJ JJ
## wizard NOUN NN
## , PUNCT ,
## and CCONJ CC
## he PRON PRP
## was AUX VBD
## forbidden VERB VBN
## by ADP IN
## wizard NOUN NN
## law NOUN NN
## to PART TO
## do AUX VB
## magic NOUN NN
## outside ADP IN
## school NOUN NN
## . PUNCT .
## His DET PRP$
## record NOUN NN
## was AUX VBD
## n't PART RB
## exactly ADV RB
## clean ADJ JJ
## either ADV RB
## . PUNCT .
## Only ADV RB
## last ADJ JJ
## summer NOUN NN
## he PRON PRP
## 'd VERB MD
## gotten VERB VBN
## an DET DT
## official ADJ JJ
## warning NOUN NN
## that DET WDT
## had AUX VBD
## stated VERB VBN
## quite ADV RB
## clearly ADV RB
## that SCONJ IN
## if SCONJ IN
## the DET DT
## Ministry PROPN NNP
## got VERB VBD
## wind NOUN NN
## of ADP IN
## any DET DT
## more ADJ JJR
## magic NOUN NN
## in ADP IN
## Privet PROPN NNP
## Drive PROPN NNP
## , PUNCT ,
## Harry PROPN NNP
## would VERB MD
## face VERB VB
## expulsion NOUN NN
## from ADP IN
## Hogwarts NOUN NNS
## . PUNCT .
## SPACE _SP
## He PRON PRP
## heard VERB VBD
## the DET DT
## Dursleys PROPN NNPS
## leaving VERB VBG
## the DET DT
## table NOUN NN
## and CCONJ CC
## hurried VERB VBD
## upstairs ADV RB
## out SCONJ IN
## of ADP IN
## the DET DT
## way NOUN NN
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## got VERB VBD
## through ADP IN
## the DET DT
## next ADJ JJ
## three NUM CD
## days NOUN NNS
## by ADP IN
## forcing VERB VBG
## himself PRON PRP
## to PART TO
## think VERB VB
## about ADP IN
## his DET PRP$
## Handbook PROPN NNP
## of ADP IN
## Do AUX VB
## - PUNCT HYPH
## It PRON PRP
## - PUNCT HYPH
## Yourself PRON PRP
## Broomcare PROPN NNP
## whenever ADV WRB
## Aunt PROPN NNP
## Marge PROPN NNP
## started VERB VBD
## on ADP IN
## him PRON PRP
## . PUNCT .
## This DET DT
## worked VERB VBD
## quite ADV RB
## well ADV RB
## , PUNCT ,
## though SCONJ IN
## it PRON PRP
## seemed VERB VBD
## to PART TO
## give VERB VB
## him PRON PRP
## a DET DT
## glazed ADJ JJ
## look NOUN NN
## , PUNCT ,
## because SCONJ IN
## Aunt PROPN NNP
## Marge PROPN NNP
## started VERB VBD
## voicing VERB VBG
## the DET DT
## opinion NOUN NN
## that SCONJ IN
## he PRON PRP
## was AUX VBD
## mentally ADV RB
## subnormal ADJ JJ
## . PUNCT .
## SPACE _SP
## At ADP IN
## last ADJ JJ
## , PUNCT ,
## at ADP IN
## long ADV RB
## last ADV RB
## , PUNCT ,
## the DET DT
## final ADJ JJ
## evening NOUN NN
## of ADP IN
## Marge PROPN NNP
## 's PART POS
## stay NOUN NN
## arrived VERB VBD
## . PUNCT .
## Aunt PROPN NNP
## Petunia PROPN NNP
## cooked VERB VBD
## a DET DT
## fancy ADJ JJ
## dinner NOUN NN
## and CCONJ CC
## Uncle PROPN NNP
## Vernon PROPN NNP
## uncorked VERB VBD
## several ADJ JJ
## bottles NOUN NNS
## of ADP IN
## wine NOUN NN
## . PUNCT .
## They PRON PRP
## got VERB VBD
## all DET PDT
## the DET DT
## way NOUN NN
## through ADP IN
## the DET DT
## soup NOUN NN
## and CCONJ CC
## the DET DT
## salmon NOUN NN
## without ADP IN
## a DET DT
## single ADJ JJ
## mention NOUN NN
## of ADP IN
## Harry PROPN NNP
## 's PART POS
## faults NOUN NNS
## ; PUNCT :
## during ADP IN
## the DET DT
## lemon NOUN NN
## meringue NOUN NN
## pie NOUN NN
## , PUNCT ,
## Uncle PROPN NNP
## Vernon PROPN NNP
## bored VERB VBD
## them PRON PRP
## A DET DT
## with ADP IN
## a DET DT
## long ADJ JJ
## talk NOUN NN
## about ADP IN
## Grunnings PROPN NNP
## , PUNCT ,
## his DET PRP$
## drill NOUN NN
## - PUNCT HYPH
## making VERB VBG
## company NOUN NN
## ; PUNCT :
## then ADV RB
## Aunt PROPN NNP
## Petunia PROPN NNP
## made VERB VBD
## coffee NOUN NN
## and CCONJ CC
## Uncle PROPN NNP
## Vernon PROPN NNP
## brought VERB VBD
## out ADP RP
## a DET DT
## bottle NOUN NN
## of ADP IN
## brandy NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Can VERB MD
## I PRON PRP
## tempt VERB VB
## you PRON PRP
## , PUNCT ,
## Marge PROPN NNP
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## Aunt PROPN NNP
## Marge PROPN NNP
## had AUX VBD
## already ADV RB
## had VERB VBN
## quite DET PDT
## a DET DT
## lot NOUN NN
## of ADP IN
## wine NOUN NN
## . PUNCT .
## Her DET PRP$
## huge ADJ JJ
## face NOUN NN
## was AUX VBD
## very ADV RB
## red ADJ JJ
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Just ADV RB
## a DET DT
## small ADJ JJ
## one NOUN NN
## , PUNCT ,
## then ADV RB
## , PUNCT ,
## " PUNCT ''
## she PRON PRP
## chuckled VERB VBD
## . PUNCT .
## " PUNCT ``
## A DET DT
## bit NOUN NN
## more ADJ JJR
## than SCONJ IN
## that DET DT
## ... PUNCT :
## and CCONJ CC
## a DET DT
## bit NOUN NN
## more ADJ JJR
## ... PUNCT NFP
## that DET DT
## 's AUX VBZ
## the DET DT
## ticket NOUN NN
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Dudley PROPN NNP
## was AUX VBD
## eating VERB VBG
## his DET PRP$
## fourth ADJ JJ
## slice NOUN NN
## of ADP IN
## pie NOUN NN
## . PUNCT .
## Aunt PROPN NNP
## Petunia PROPN NNP
## was AUX VBD
## sipping VERB VBG
## coffee NOUN NN
## with ADP IN
## her DET PRP$
## little ADJ JJ
## finger NOUN NN
## sticking VERB VBG
## out ADP RP
## . PUNCT .
## Harry PROPN NNP
## really ADV RB
## wanted VERB VBD
## to PART TO
## disappear VERB VB
## into ADP IN
## his DET PRP$
## bedroom NOUN NN
## , PUNCT ,
## but CCONJ CC
## he PRON PRP
## met VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## angry ADJ JJ
## little ADJ JJ
## eyes NOUN NNS
## and CCONJ CC
## knew VERB VBD
## he PRON PRP
## would VERB MD
## have AUX VB
## to PART TO
## sit VERB VB
## it PRON PRP
## out ADP RP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## Aah PROPN NNP
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## smacking VERB VBG
## her DET PRP$
## lips NOUN NNS
## and CCONJ CC
## putting VERB VBG
## the DET DT
## empty ADJ JJ
## brandy NOUN NN
## glass NOUN NN
## back ADV RB
## down ADP RP
## . PUNCT .
## " PUNCT ''
## Excellent ADJ JJ
## nosh ADV RB
## , PUNCT ,
## Petunia PROPN NNP
## . PUNCT .
## It PRON PRP
## 's AUX VBZ
## normally ADV RB
## just ADV RB
## a DET DT
## fry NOUN NN
## - PUNCT HYPH
## up NOUN NN
## for ADP IN
## me PRON PRP
## of ADP IN
## an DET DT
## evening NOUN NN
## , PUNCT ,
## with ADP IN
## twelve NUM CD
## dogs NOUN NNS
## to PART TO
## look VERB VB
## after ADP IN
## .... PUNCT .
## " PUNCT ''
## She PRON PRP
## burped VERB VBD
## richly ADV RB
## and CCONJ CC
## patted VERB VBD
## her DET PRP$
## great ADJ JJ
## tweed NOUN NN
## stomach NOUN NN
## . PUNCT .
## " PUNCT ''
## Pardon VERB VB
## me PRON PRP
## . PUNCT .
## But CCONJ CC
## I PRON PRP
## do AUX VBP
## like VERB VB
## to PART TO
## see VERB VB
## a DET DT
## healthy ADJ JJ
## - PUNCT HYPH
## sized ADJ JJ
## boy NOUN NN
## , PUNCT ,
## " PUNCT ''
## she PRON PRP
## went VERB VBD
## on ADV RB
## , PUNCT ,
## winking VERB VBG
## at ADP IN
## Dudley PROPN NNP
## . PUNCT .
## " PUNCT ``
## You PRON PRP
## 'll VERB MD
## be AUX VB
## a DET DT
## proper ADJ JJ
## - PUNCT HYPH
## sized ADJ JJ
## man NOUN NN
## , PUNCT ,
## Dudders NOUN NNS
## , PUNCT ,
## like SCONJ IN
## your DET PRP$
## father NOUN NN
## . PUNCT .
## Yes INTJ UH
## , PUNCT ,
## I PRON PRP
## 'll VERB MD
## have AUX VB
## a DET DT
## spot NOUN NN
## more ADV RBR
## brandy NOUN NN
## , PUNCT ,
## Vernon PROPN NNP
## .... PUNCT NFP
## " PUNCT ``
## SPACE _SP
## " PUNCT ``
## Now ADV RB
## , PUNCT ,
## this DET DT
## one NOUN NN
## here ADV RB
## -- PUNCT :
## " PUNCT ''
## SPACE _SP
## She PRON PRP
## jerked VERB VBD
## her DET PRP$
## head NOUN NN
## at ADP IN
## Harry PROPN NNP
## , PUNCT ,
## who PRON WP
## felt VERB VBD
## his DET PRP$
## stomach NOUN NN
## clench NOUN NN
## . PUNCT .
## The DET DT
## Handbook PROPN NNP
## , PUNCT ,
## he PRON PRP
## thought VERB VBD
## quickly ADV RB
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## This DET DT
## one NOUN NN
## 's AUX VBZ
## got VERB VBN
## a DET DT
## mean NOUN NN
## , PUNCT ,
## runty NOUN NN
## look VERB VBP
## about ADP IN
## him PRON PRP
## . PUNCT .
## You PRON PRP
## get VERB VBP
## that DET DT
## with ADP IN
## dogs NOUN NNS
## . PUNCT .
## I PRON PRP
## had AUX VBD
## Colonel PROPN NNP
## Fubster PROPN NNP
## drown VERB VB
## one NUM CD
## last ADJ JJ
## year NOUN NN
## . PUNCT .
## Ratty ADJ JJ
## little ADJ JJ
## thing NOUN NN
## it PRON PRP
## was- ADV RB
## Weak ADJ JJ
## . PUNCT .
## Underbred ADJ JJ
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## was AUX VBD
## trying VERB VBG
## to PART TO
## remember VERB VB
## page NOUN NN
## twelve NUM CD
## of ADP IN
## his DET PRP$
## book NOUN NN
## : PUNCT :
## A DET DT
## Charm PROPN NNP
## to PART TO
## Cure VERB VB
## Reluctant PROPN NNP
## Reversers PROPN NNPS
## . PUNCT .
## " PUNCT ``
## It PRON PRP
## all DET DT
## comes VERB VBZ
## down ADP RP
## to ADP IN
## blood NOUN NN
## , PUNCT ,
## as SCONJ IN
## I PRON PRP
## was AUX VBD
## saying VERB VBG
## the DET DT
## other ADJ JJ
## day NOUN NN
## . PUNCT .
## SPACE _SP
## Bad ADJ JJ
## blood NOUN NN
## will VERB MD
## out ADP RP
## . PUNCT .
## Now ADV RB
## , PUNCT ,
## I PRON PRP
## 'm AUX VBP
## saying VERB VBG
## nothing PRON NN
## against ADP IN
## your DET PRP$
## family NOUN NN
## , PUNCT ,
## Petunia PROPN NNP
## " PUNCT ''
## she PRON PRP
## patted VERB VBD
## Aunt PROPN NNP
## Petunia PROPN NNP
## 's PART POS
## bony ADJ JJ
## hand NOUN NN
## with ADP IN
## her DET PRP$
## shovellike ADJ JJ
## one NOUN NN
## " PUNCT ''
## but CCONJ CC
## your DET PRP$
## sister NOUN NN
## was AUX VBD
## a DET DT
## bad ADJ JJ
## egg NOUN NN
## . PUNCT .
## They PRON PRP
## turn VERB VBP
## up ADP RP
## in ADP IN
## the DET DT
## best ADJ JJS
## families NOUN NNS
## . PUNCT .
## Then ADV RB
## she PRON PRP
## ran VERB VBD
## off ADP RP
## with ADP IN
## a DET DT
## wastrel NOUN NN
## and CCONJ CC
## here ADV RB
## 's AUX VBZ
## the DET DT
## result NOUN NN
## right ADV RB
## in ADP IN
## front NOUN NN
## of ADP IN
## us PRON PRP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## Harry PROPN NNP
## was AUX VBD
## staring VERB VBG
## at ADP IN
## his DET PRP$
## plate NOUN NN
## , PUNCT ,
## a DET DT
## funny ADJ JJ
## ringing NOUN NN
## in ADP IN
## his DET PRP$
## ears NOUN NNS
## . PUNCT .
## Grasp VERB VB
## your DET PRP$
## broom NOUN NN
## firmly ADV RB
## by ADP IN
## the DET DT
## tail NOUN NN
## , PUNCT ,
## he PRON PRP
## thought VERB VBD
## . PUNCT .
## But CCONJ CC
## he PRON PRP
## could VERB MD
## n't PART RB
## remember VERB VB
## what PRON WP
## came VERB VBD
## next ADV RB
## . PUNCT .
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## voice NOUN NN
## seemed VERB VBD
## to PART TO
## be AUX VB
## boring VERB VBG
## into ADP IN
## him PRON PRP
## like SCONJ IN
## one NUM CD
## of ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## drills NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## This PROPN NNP
## Potter PROPN NNP
## , PUNCT ,
## 5 NUM CD
## ) PUNCT -RRB-
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## loudly ADV RB
## , PUNCT ,
## seizing VERB VBG
## the DET DT
## brandy NOUN NN
## bottle NOUN NN
## and CCONJ CC
## splashing VERB VBG
## more ADV RBR
## into ADP IN
## her DET PRP$
## glass NOUN NN
## and CCONJ CC
## over ADP IN
## the DET DT
## tablecloth NOUN NN
## , PUNCT ,
## " PUNCT ``
## you PRON PRP
## never ADV RB
## told VERB VBD
## me PRON PRP
## what PRON WP
## he PRON PRP
## did AUX VBD
## ? PUNCT .
## " PUNCT ''
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## and CCONJ CC
## Aunt PROPN NNP
## Petunia PROPN NNP
## were AUX VBD
## looking VERB VBG
## extremely ADV RB
## tense ADJ JJ
## . PUNCT .
## Dudley PROPN NNP
## had AUX VBD
## even ADV RB
## looked VERB VBN
## up ADP RP
## from ADP IN
## his DET PRP$
## pie NOUN NN
## to ADP IN
## gape NOUN NN
## at ADP IN
## his DET PRP$
## parents NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## He PRON PRP
## -- PUNCT :
## did AUX VBD
## n't PART RB
## work VERB VB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## with ADP IN
## half DET PDT
## a DET DT
## glance NOUN NN
## at ADP IN
## Harry PROPN NNP
## . PUNCT .
## " PUNCT ``
## Unemployed ADJ JJ
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## " PUNCT ``
## As SCONJ IN
## I PRON PRP
## expected VERB VBD
## ! PUNCT .
## " PUNCT ''
## said VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## taking VERB VBG
## a DET DT
## huge ADJ JJ
## swig NOUN NN
## of ADP IN
## brandy NOUN NN
## and CCONJ CC
## wiping VERB VBG
## her DET PRP$
## chin NOUN NN
## on ADP IN
## her DET PRP$
## sleeve NOUN NN
## . PUNCT .
## " PUNCT ``
## A DET DT
## no NOUN NN
## - PUNCT HYPH
## account NOUN NN
## , PUNCT ,
## good ADJ JJ
## - PUNCT HYPH
## for ADP IN
## - PUNCT HYPH
## nothing PRON NN
## , PUNCT ,
## lazy ADJ JJ
## scrounger NOUN NN
## who PRON WP
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## " PUNCT ``
## He PRON PRP
## was AUX VBD
## not PART RB
## , PUNCT ,
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## suddenly ADV RB
## . PUNCT .
## The DET DT
## table NOUN NN
## went VERB VBD
## very ADV RB
## quiet ADJ JJ
## . PUNCT .
## Harry PROPN NNP
## was AUX VBD
## shaking VERB VBG
## all ADV RB
## over ADV RB
## . PUNCT .
## He PRON PRP
## had AUX VBD
## never ADV RB
## felt VERB VBN
## so ADV RB
## angry ADJ JJ
## in ADP IN
## his DET PRP$
## life NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## MORE ADJ JJR
## BRANDY PROPN NNP
## ! PUNCT .
## " PUNCT ''
## yelled VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## , PUNCT ,
## who PRON WP
## had AUX VBD
## gone VERB VBN
## very ADV RB
## white ADJ JJ
## . PUNCT .
## He PRON PRP
## emptied VERB VBD
## the DET DT
## bottle NOUN NN
## into ADP IN
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## glass NOUN NN
## . PUNCT .
## " PUNCT ``
## You PRON PRP
## , PUNCT ,
## boy INTJ UH
## , PUNCT ,
## " PUNCT ''
## he PRON PRP
## snarled VERB VBD
## at ADP IN
## Harry PROPN NNP
## . PUNCT .
## " PUNCT ``
## Go VERB VB
## to ADP IN
## bed NOUN NN
## , PUNCT ,
## go VERB VB
## on ADP RP
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## " PUNCT ''
## No INTJ UH
## , PUNCT ,
## Vernon PROPN NNP
## , PUNCT ,
## " PUNCT ''
## hiccuped VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## holding VERB VBG
## up ADP RP
## a DET DT
## hand NOUN NN
## , PUNCT ,
## her DET PRP$
## tiny ADJ JJ
## bloodshot NOUN NN
## eyes NOUN NNS
## fixed VERB VBN
## on ADP IN
## Harry PROPN NNP
## 's PART POS
## . PUNCT .
## " PUNCT ''
## Go VERB VB
## on ADP RP
## , PUNCT ,
## boy INTJ UH
## , PUNCT ,
## go VERB VB
## on ADP RP
## . PUNCT .
## Proud ADJ JJ
## of ADP IN
## your DET PRP$
## parents NOUN NNS
## , PUNCT ,
## are AUX VBP
## you PRON PRP
## ? PUNCT .
## They PRON PRP
## go VERB VBP
## and CCONJ CC
## get VERB VBP
## themselves PRON PRP
## killed VERB VBN
## in ADP IN
## a DET DT
## car NOUN NN
## crash NOUN NN
## ( PUNCT -LRB-
## drunk ADJ JJ
## , PUNCT ,
## I PRON PRP
## expect VERB VBP
## ) PUNCT -RRB-
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## ' PUNCT ''
## They PRON PRP
## did AUX VBD
## n't PART RB
## die VERB VB
## in ADP IN
## a DET DT
## car NOUN NN
## crash NOUN NN
## ! PUNCT .
## " PUNCT ''
## said VERB VBD
## Harry PROPN NNP
## , PUNCT ,
## who PRON WP
## found VERB VBD
## himself PRON PRP
## on ADP IN
## his DET PRP$
## feet NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## They PRON PRP
## died VERB VBD
## in ADP IN
## a DET DT
## car NOUN NN
## crash NOUN NN
## , PUNCT ,
## you PRON PRP
## nasty ADJ JJ
## little ADJ JJ
## liar NOUN NN
## , PUNCT ,
## and CCONJ CC
## left VERB VBD
## you PRON PRP
## to PART TO
## be AUX VB
## a DET DT
## burden NOUN NN
## on ADP IN
## their DET PRP$
## decent ADJ JJ
## , PUNCT ,
## hardworking VERB VBG
## relatives NOUN NNS
## ! PUNCT .
## " PUNCT ''
## screamed VERB VBD
## Aunt PROPN NNP
## Marge PROPN NNP
## , PUNCT ,
## swelling VERB VBG
## with ADP IN
## fury NOUN NN
## . PUNCT .
## " PUNCT ``
## You PRON PRP
## are AUX VBP
## an DET DT
## insolent NOUN NN
## , PUNCT ,
## ungrateful ADJ JJ
## little ADJ JJ
## -- PUNCT :
## " PUNCT ``
## SPACE _SP
## But CCONJ CC
## Aunt PROPN NNP
## Marge PROPN NNP
## suddenly ADV RB
## stopped VERB VBD
## speaking VERB VBG
## . PUNCT .
## For ADP IN
## a DET DT
## moment NOUN NN
## , PUNCT ,
## it PRON PRP
## looked VERB VBD
## as SCONJ IN
## though SCONJ IN
## words NOUN NNS
## had AUX VBD
## failed VERB VBN
## her PRON PRP
## . PUNCT .
## She PRON PRP
## seemed VERB VBD
## to PART TO
## be AUX VB
## swelling VERB VBG
## with ADP IN
## inexpressible ADJ JJ
## anger NOUN NN
## -- PUNCT :
## but CCONJ CC
## the DET DT
## swelling NOUN NN
## did AUX VBD
## n't PART RB
## stop VERB VB
## . PUNCT .
## Her DET PRP$
## great ADJ JJ
## red ADJ JJ
## face NOUN NN
## started VERB VBD
## to PART TO
## expand VERB VB
## , PUNCT ,
## her DET PRP$
## tiny ADJ JJ
## eyes NOUN NNS
## bulged VERB VBN
## , PUNCT ,
## and CCONJ CC
## her DET PRP$
## mouth NOUN NN
## stretched VERB VBD
## too ADV RB
## tightly ADV RB
## for ADP IN
## speech NOUN NN
## -- PUNCT :
## next ADJ JJ
## second ADJ JJ
## , PUNCT ,
## several ADJ JJ
## buttons NOUN NNS
## had AUX VBD
## just ADV RB
## burst VERB VBN
## from ADP IN
## her DET PRP$
## tweed NOUN NN
## jacket NOUN NN
## and CCONJ CC
## pinged VERB VBD
## off ADP RP
## the DET DT
## walls NOUN NNS
## -- PUNCT :
## she PRON PRP
## was AUX VBD
## inflating VERB VBG
## like SCONJ IN
## a DET DT
## monstrous ADJ JJ
## balloon NOUN NN
## , PUNCT ,
## her DET PRP$
## stomach NOUN NN
## bursting VERB VBG
## free ADJ JJ
## of ADP IN
## her DET PRP$
## tweed NOUN NN
## waistband NOUN NN
## , PUNCT ,
## each DET DT
## of ADP IN
## her DET PRP$
## fingers NOUN NNS
## blowing VERB VBG
## up ADP RP
## like SCONJ IN
## a DET DT
## salami NOUN NN
## -- PUNCT :
## SPACE _SP
## " PUNCT ``
## MARGE X FW
## ! PUNCT .
## " PUNCT ''
## yelled VERB VBD
## Uncle PROPN NNP
## Vernon PROPN NNP
## and CCONJ CC
## Aunt PROPN NNP
## Petunia PROPN NNP
## together ADV RB
## as SCONJ IN
## Aunt PROPN NNP
## Marge PROPN NNP
## 's PART POS
## whole ADJ JJ
## body NOUN NN
## began VERB VBD
## to PART TO
## rise VERB VB
## off ADP RP
## her DET PRP$
## chair NOUN NN
## toward ADP IN
## the DET DT
## ceiling NOUN NN
## . PUNCT .
## She PRON PRP
## was AUX VBD
## entirely ADV RB
## round ADJ JJ
## , PUNCT ,
## now ADV RB
## , PUNCT ,
## like SCONJ IN
## a DET DT
## vast ADJ JJ
## life NOUN NN
## buoy VERB VBP
## with ADP IN
## piggy ADJ JJ
## eyes NOUN NNS
## , PUNCT ,
## and CCONJ CC
## her DET PRP$
## hands NOUN NNS
## and CCONJ CC
## feet NOUN NNS
## stuck VERB VBD
## out ADP RP
## weirdly ADV RB
## as SCONJ IN
## she PRON PRP
## drifted VERB VBD
## up ADP RP
## into ADP IN
## the DET DT
## air NOUN NN
## , PUNCT ,
## making VERB VBG
## apoplectic ADJ JJ
## popping NOUN NN
## noises NOUN NNS
## . PUNCT .
## Ripper PROPN NNP
## came VERB VBD
## skidding VERB VBG
## into ADP IN
## the DET DT
## room NOUN NN
## , PUNCT ,
## barking VERB VBG
## madly ADV RB
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## NOOOOOOO PROPN NNP
## ! PUNCT .
## " PUNCT ''
## SPACE _SP
## Uncle PROPN NNP
## Vernon PROPN NNP
## seized VERB VBD
## one NUM CD
## of ADP IN
## Marge PROPN NNP
## 's PART POS
## feet NOUN NNS
## and CCONJ CC
## tried VERB VBD
## to PART TO
## pull VERB VB
## her PRON PRP
## down ADP RP
## again ADV RB
## , PUNCT ,
## but CCONJ CC
## was AUX VBD
## almost ADV RB
## lifted VERB VBN
## from ADP IN
## the DET DT
## floor NOUN NN
## himself PRON PRP
## . PUNCT .
## A DET DT
## second ADJ JJ
## later ADV RBR
## , PUNCT ,
## Ripper PROPN NNP
## leapt NOUN NN
## forward ADV RB
## and CCONJ CC
## sank VERB VBD
## his DET PRP$
## teeth NOUN NNS
## into ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## 's PART POS
## leg NOUN NN
## . PUNCT .
## SPACE _SP
## Harry PROPN NNP
## tore VERB VBD
## from ADP IN
## the DET DT
## dining NOUN NN
## room NOUN NN
## before ADP IN
## anyone PRON NN
## could VERB MD
## stop VERB VB
## him PRON PRP
## , PUNCT ,
## heading VERB VBG
## for ADP IN
## the DET DT
## cupboard NOUN NN
## under ADP IN
## the DET DT
## stairs NOUN NNS
## . PUNCT .
## The DET DT
## cupboard NOUN NN
## door NOUN NN
## burst VERB VBP
## magically ADV RB
## open ADJ JJ
## as SCONJ IN
## he PRON PRP
## reached VERB VBD
## it PRON PRP
## . PUNCT .
## In ADP IN
## seconds NOUN NNS
## , PUNCT ,
## he PRON PRP
## had AUX VBD
## heaved VERB VBN
## his DET PRP$
## trunk NOUN NN
## to ADP IN
## the DET DT
## front ADJ JJ
## door NOUN NN
## . PUNCT .
## He PRON PRP
## sprinted VERB VBD
## upstairs ADV RB
## and CCONJ CC
## threw VERB VBD
## himself PRON PRP
## under ADP IN
## the DET DT
## bed NOUN NN
## , PUNCT ,
## wrenching VERB VBG
## up ADP RP
## the DET DT
## loose ADJ JJ
## floorboard NOUN NN
## , PUNCT ,
## and CCONJ CC
## grabbed VERB VBD
## the DET DT
## pillowcase NOUN NN
## full ADJ JJ
## of ADP IN
## his DET PRP$
## books NOUN NNS
## and CCONJ CC
## birthday NOUN NN
## presents NOUN NNS
## . PUNCT .
## He PRON PRP
## wriggled VERB VBD
## out ADP RP
## , PUNCT ,
## seized VERB VBD
## Hedwig PROPN NNP
## 's PART POS
## empty ADJ JJ
## cage NOUN NN
## , PUNCT ,
## and CCONJ CC
## dashed VERB VBD
## back ADV RB
## downstairs ADV RB
## to ADP IN
## his DET PRP$
## trunk NOUN NN
## , PUNCT ,
## just ADV RB
## as SCONJ IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## burst VERB VBD
## out SCONJ IN
## of ADP IN
## the DET DT
## dining NOUN NN
## room NOUN NN
## , PUNCT ,
## his DET PRP$
## trouser NOUN NN
## leg NOUN NN
## in ADP IN
## bloody ADJ JJ
## tatters NOUN NNS
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## COME VERB VB
## BACK ADV RB
## IN ADP IN
## HERE ADV RB
## ! PUNCT .
## " PUNCT ''
## he PRON PRP
## bellowed VERB VBD
## . PUNCT .
## " PUNCT ``
## COME VERB VB
## BACK ADV RB
## AND CCONJ CC
## PUT VERB VB
## HER DET PRP$
## RIGHT NOUN NN
## ! PUNCT .
## " PUNCT ''
## SPACE _SP
## But CCONJ CC
## a DET DT
## reckless ADJ JJ
## rage NOUN NN
## had AUX VBD
## come VERB VBN
## over ADP IN
## Harry PROPN NNP
## . PUNCT .
## He PRON PRP
## kicked VERB VBD
## his DET PRP$
## trunk NOUN NN
## open ADJ JJ
## , PUNCT ,
## pulled VERB VBD
## out ADP RP
## his DET PRP$
## wand NOUN NN
## , PUNCT ,
## and CCONJ CC
## pointed VERB VBD
## it PRON PRP
## at ADP IN
## Uncle PROPN NNP
## Vernon PROPN NNP
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## She PRON PRP
## deserved VERB VBD
## it PRON PRP
## , PUNCT ,
## " PUNCT ''
## Harry PROPN NNP
## said VERB VBD
## , PUNCT ,
## breathing VERB VBG
## very ADV RB
## fast ADV RB
## . PUNCT .
## " PUNCT ''
## She PRON PRP
## deserved VERB VBD
## what PRON WP
## she PRON PRP
## got VERB VBD
## . PUNCT .
## You PRON PRP
## keep VERB VBP
## away ADV RB
## from ADP IN
## me PRON PRP
## . PUNCT .
## " PUNCT ''
## SPACE _SP
## He PRON PRP
## fumbled VERB VBD
## behind ADP IN
## him PRON PRP
## for ADP IN
## the DET DT
## latch NOUN NN
## on ADP IN
## the DET DT
## door NOUN NN
## . PUNCT .
## SPACE _SP
## " PUNCT ``
## I PRON PRP
## 'm AUX VBP
## going VERB VBG
## , PUNCT ,
## " PUNCT ''
## Harry PROPN NNP
## said VERB VBD
## . PUNCT .
## " PUNCT ``
## I PRON PRP
## 've AUX VB
## had VERB VBN
## enough ADJ JJ
## . PUNCT .
## " PUNCT ``
## SPACE _SP
## And CCONJ CC
## in ADP IN
## the DET DT
## next ADJ JJ
## moment NOUN NN
## , PUNCT ,
## he PRON PRP
## was AUX VBD
## out ADP RP
## in ADP IN
## the DET DT
## dark ADJ JJ
## , PUNCT ,
## quiet ADJ JJ
## street NOUN NN
## , PUNCT ,
## heaving VERB VBG
## his DET PRP$
## heavy ADJ JJ
## trunk NOUN NN
## behind ADP IN
## him PRON PRP
## , PUNCT ,
## Hedwig PROPN NNP
## 's PART POS
## cage NOUN NN
## under ADP IN
## his DET PRP$
## arm NOUN NN
## . PUNCT .
## SPACE _SP
Training your own tagger
- Create a Default tagger in Python using
nltk.
- The default option should be “NN” for nouns.
- You do not have to use the tagger yet, just create it for a combined tagger to use later.
##python chunk
import nltk
import pandas as pd
#nltk.download('brown')
from nltk.corpus import brown
py_default_tagger=nltk.DefaultTagger('NN')
token = brown.words(categories='fiction')
pd.DataFrame(py_default_tagger.tag(token)).head
## <bound method NDFrame.head of 0 1
## 0 Thirty-three NN
## 1 Scotty NN
## 2 did NN
## 3 not NN
## 4 go NN
## ... ... ..
## 68483 heart NN
## 68484 almost NN
## 68485 stopped NN
## 68486 beating NN
## 68487 . NN
##
## [68488 rows x 2 columns]>
py_brown_tagged_sents = brown.tagged_sents()
##apply to Harry Potter
py_tokens = nltk.word_tokenize(pdata)
pd.DataFrame(py_default_tagger.tag(py_tokens)).head
## <bound method NDFrame.head of 0 1
## 0 AUNT NN
## 1 MARGE NN
## 2 'S NN
## 3 BIG NN
## 4 MISTAKE NN
## ... ... ..
## 4887 cage NN
## 4888 under NN
## 4889 his NN
## 4890 arm NN
## 4891 . NN
##
## [4892 rows x 2 columns]>
Unigram Tagger
- Create a unigram tagger that is trained on the entire Brown corpus with tagged sentences.
- Import the Brown corpus.
- Split the data into test and train.
- Train your unigram tagger on the training sentences.
- Use the default tagger you created above as the backoff.
##python chunk
import nltk
from nltk.corpus import brown
## creat a unigram tagger
unigram_tagger=nltk.UnigramTagger(py_brown_tagged_sents )
##get the size of the data and split the data into test and train
size = int(len(py_brown_tagged_sents)*0.9)
py_train_sent=py_brown_tagged_sents[:size]
py_test_sent=py_brown_tagged_sents[size:]
##create a function on training part
unigram_tagger = nltk.UnigramTagger(py_train_sent)
## create a function on test part
#py_unigram_tagger_test=nltk.UnigramTagger(py_test_sent)
##use default noun created as above
t0=nltk.DefaultTagger('NN')
t1=nltk.UnigramTagger(py_train_sent, backoff=t0)
t2=nltk.BigramTagger(py_train_sent, backoff=t1)
Evaluate
- Use the
.evaluate function on your testing data to determine the accuracy of your tagger.
##python chunk
unigram_tagger.evaluate(py_test_sent)
## 0.8849353534083527
t1.evaluate(py_test_sent)
## 0.8912742817627459
t2.evaluate(py_test_sent)
## 0.9125751765470128
Apply to Harry Potter
- Use the tagger you created above to apply to the first chapter of your Harry Potter book.
##python chunk
## Tokenize
py_tokens = nltk.word_tokenize(pdata)
##unigram_tagger
print('unigram_tagger')
## unigram_tagger
py_tokens_tagged=unigram_tagger.tag(py_tokens)
pd.DataFrame(py_tokens_tagged)
##unigram with backoff
## 0 1
## 0 AUNT None
## 1 MARGE None
## 2 'S None
## 3 BIG None
## 4 MISTAKE None
## ... ... ...
## 4887 cage NN
## 4888 under IN
## 4889 his PP$
## 4890 arm NN
## 4891 . .
##
## [4892 rows x 2 columns]
print('unigram with backoff')
## unigram with backoff
py_tokens_tagt1=t1.tag(py_tokens)
pd.DataFrame(py_tokens_tagt1)
## bigram tag with backoff
## 0 1
## 0 AUNT NN
## 1 MARGE NN
## 2 'S NN
## 3 BIG NN
## 4 MISTAKE NN
## ... ... ...
## 4887 cage NN
## 4888 under IN
## 4889 his PP$
## 4890 arm NN
## 4891 . .
##
## [4892 rows x 2 columns]
print('bigram tag with backoff')
## bigram tag with backoff
py_tokens_tagt2=t2.tag(py_tokens)
pd.DataFrame(py_tokens_tagt2)
## 0 1
## 0 AUNT NN
## 1 MARGE NN
## 2 'S NN
## 3 BIG NN
## 4 MISTAKE NN
## ... ... ...
## 4887 cage NN
## 4888 under IN
## 4889 his PP$
## 4890 arm NN
## 4891 . .
##
## [4892 rows x 2 columns]
Compare Results
- Examine the output from the different taggers we used to tag Harry Potter.
- Are there any immediate differences you can notice when tagging? unigram is using the signle words for tagging bigram is using the signle words as well spacy is using the whole words for tagging
- Which tagger seems like the easiest to apply? Unigram tagger
- Why might the Brown corpus not be very good at tagging Harry Potter books? Looks like if the default is set to noun, most of the output is noun for Brown, it combines all noun type as one noun type, so the correct rate is now high