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dataframe.csv

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1		statement	rank	score	prob
2	42	Snape kills Dumbledore	2305	-4.0177937	0.017674606
3	206	Dumbledore tells Harry	2303	-4.014468	0.017732436
4	204	Harry have wand	2222	-3.2403994	0.03767341
5	139	Dumbledore have will	2245	-2.7042441	0.06272338
6	253	Harry learn Voldemort	2289	-2.3654428	0.085846104
7	173	twelve year old Harry warns Harry	2291	-2.2838514	0.092469245
8	98	Moody kill Harry	2268	-2.2047904	0.09932114
9	212	Harry stabs Riddle	2296	-2.0550294	0.113545164
10	11	ability earns Harry place Gryffindor Quidditch team Seeker	2303	-1.9664998	0.12276533
11	36	Harry have dream involving	2101	-1.9051222	0.12952985
12	17	Ron Harry be Hermione	2199	-1.7896357	0.1431174
13	18	Dolores Umbridge becomes Defence Against Dark Arts teacher	2295	-1.593347	0.16891353
14	97	Dolores Umbridge becomes Defence	2291	-1.5481702	0.17535071
15	225	Harry pulls Sword Godric Gryffindor Hat	2237	-1.4205822	0.19457033
16	216	Malfoy 's ruse be Hermione	2242	-1.4149096	0.19546084
17	199	Hermione secretly brews Polyjuice Potion	2282	-1.3083284	0.2127667
18	114	Killing Curse destroyed soul fragment allowing	2274	-1.2704436	0.21918133
19	28	Dolores Umbridge becomes new Defence	2271	-1.2262331	0.2268414
20	58	Harry casts dementors	2116	-1.1624739	0.23821804
21	171	latest Killing Curse destroyed soul fragment	2267	-1.1606276	0.23855326
22	122	Dumbledore drinks Dumbledore	2135	-1.1491686	0.24064098
23	72	Harry returns at_time school year	2226	-1.1271553	0.24468647
24	19	Crouch have son	2073	-1.1074531	0.24834602
25	93	Ministry falls Voldemort	2231	-1.0699033	0.2554215
26	13	Ron have sister	1977	-1.0225766	0.26452583
27	193	Draco have mother	2015	-1.0092281	0.26713094
28	60	Harry Ron be unable	2103	-0.999418	0.26905587
29	43	rogue Bludger strikes Harry	2072	-0.96715426	0.27544808
30	123	Harry take Fleur sister	2085	-0.9392717	0.2810475
31	115	Harry explains upon defeat	2208	-0.90478325	0.28806853
32	33	black dog watches Harry	2255	-0.8784522	0.29349864
33	257	Crabbe attacks use fire	2109	-0.8587533	0.29759988
34	2	Hermione discovers Scabbers	2154	-0.8113846	0.30759552
35	99	Harry discovers be Horcrux	2120	-0.79974353	0.31008038
36	167	Voldemort 's original Killing Curse left causing connection	2171	-0.7983353	0.3103817
37	141	Hermione Granger meet Lucius Malfoy	2177	-0.79789436	0.3104761
38	233	black dog be Sirius Black	1948	-0.79208386	0.31172138
39	149	Harry helps persuade	2147	-0.77815676	0.3147173
40	120	Harry return life	2152	-0.7775966	0.3148381
41	217	Harry uses Resurrection Stone	2022	-0.7625746	0.31808755
42	128	Voldemort 's Killing Curse left connection	2110	-0.758873	0.31889102
43	208	Voldemort 's original Killing Curse left fragment Harry soul Harry	2128	-0.7154665	0.32839206
44	52	Hermione brews Polyjuice Potion allowing	2235	-0.68753874	0.33458084
45	113	Malfoy 's ruse discover dog	1969	-0.66798127	0.33894902
46	82	black dog watches Harry On street	2136	-0.64519733	0.34407264
47	1	Harry Krum encounter Crouch	2142	-0.64361084	0.34443074
48	177	Harry deduces Voldemort	2139	-0.63999194	0.34524837
49	238	Harry later have dream	2147	-0.6174283	0.35036656
50	184	Ron 's sister be abduct Chamber	2152	-0.6065492	0.35284677
51	101	Harry intentions search at_time year	2200	-0.5688878	0.36149347
52	125	Mad Eye Moody Hedwig be killed	1976	-0.5612185	0.36326554
53	105	Harry intentions search Horcruxes at_time year	2192	-0.5573101	0.36417007
54	188	Gryffindor 's sword kills Harry	1758	-0.5455169	0.36690515
55	134	Ron accuses Hermione 's cat killing	2041	-0.5446447	0.36710778
56	224	Harry stabs Ginny	2003	-0.5433342	0.3674123
57	8	Harry returns Dursleys Privet Drive at_time next school year	2145	-0.5372929	0.36881757
58	185	Ron accuses friendship	2028	-0.52470154	0.37175354
59	27	students perform magic	1995	-0.52353597	0.37202576
60	0	Harry sees dream	2126	-0.52280885	0.37219563
61	162	Ron Meanwhile accuses Crookshanks	2070	-0.51822656	0.37326702
62	50	faints falls During Quidditch match	2175	-0.51422656	0.37420323
63	164	Crabbe attacks control cursed fire use cursed fire	2024	-0.5055977	0.3762261
64	223	dog watches Harry On street	2119	-0.49742368	0.3781463
65	69	visit Luna Lovegood have father	1678	-0.49027032	0.37982988
66	47	Voldemort kill curse	1719	-0.4547094	0.38824162
67	9	year old Harry realises Moaning Myrtle	2160	-0.45346606	0.38853696
68	179	Harry returns Dursleys	1663	-0.43929264	0.39190954
69	46	Fawkes blinds pulls Sword Godric Gryffindor Hat	1961	-0.42903692	0.39435637
70	158	year old Harry also realises Moaning Myrtle	2159	-0.42631245	0.39500722
71	129	Dumbledore be lured	1682	-0.38773817	0.40426192
72	55	Crabbe attacks control fire use cursed fire	1932	-0.38716117	0.4044009
73	226	Ron Meanwhile accuses Hermione 's cat	1985	-0.37816608	0.4065693
74	157	Pettigrew have name	1773	-0.37650168	0.40697092
75	67	Harry commands Elder Wand	1904	-0.36269054	0.41030842
76	170	impersonated be dead	1634	-0.35930097	0.41112882
77	201	Harry Cedric reach Cup	2141	-0.3492198	0.41357166
78	94	whose gaze kills petrifies victims seen reflection	1814	-0.34794745	0.41388026
79	186	trio stole Gryffindor 's sword Gringotts vault	1785	-0.34423536	0.41478103
80	137	whose direct gaze kills petrifies victims reflection	1779	-0.34343737	0.41497472
81	176	dog watches Harry	1988	-0.33698636	0.4165417
82	76	Harry also take Gabrielle	1984	-0.32920393	0.41843435
83	187	Professor Albus Dumbledore announces At Hogwarts	1930	-0.31088206	0.42289945
84	160	year old Harry jinxed Bludger seal King 's Cross	1792	-0.29842448	0.4259427
85	165	basilisk Harry pulls Sword Godric Gryffindor Sorting Hat	1623	-0.29730755	0.4262158
86	143	twelve year old Harry jinxed Bludger seal portal King 's Cross	1805	-0.2935815	0.42712727
87	166	Harry first task involves getting	1720	-0.28567404	0.42906326
88	191	Lupin Black be execute Harry	1660	-0.28067195	0.43028906
89	21	large black dog watches On street	1680	-0.27996254	0.43046296
90	241	large black dog watches On dark street	1757	-0.27870107	0.43077224
91	40	Harry Hermione take Harry Hermione	1517	-0.27687395	0.43122032
92	100	Harry be awarded	1387	-0.26562408	0.43398172
93	133	Harry Hermione travel Godric 's Hollow be Harry Hermione	1558	-0.2589074	0.43563232
94	95	large dog watches Harry On street	1842	-0.24339983	0.43944868
95	182	dog watches On dark street	1597	-0.22889785	0.4430241
96	229	Voldemort stalemate kill Harry	1510	-0.21832857	0.44563365
97	163	black dog watches Harry On dark street	1710	-0.2148459	0.4464942
98	200	Voldemort summons berates Death Eaters	1524	-0.20573696	0.4487464
99	220	Headmaster Albus Dumbledore be forced	1267	-0.16676848	0.45840424
100	23	Dumbledore announces Hogwarts	1271	-0.1383506	0.4654674
101	202	Sirius 's brother be Regulus	1798	-0.13711378	0.46577516
102	135	stone kill Harry	1342	-0.13436878	0.46645826
103	4	twelve year old Harry blunders attempt repair	1391	-0.13120958	0.46724457
104	14	wand be find possession Winky	1472	-0.12549774	0.46866664
105	102	Ron Meanwhile accuses straining friendship	1533	-0.12359238	0.46914116
106	222	wand be later find Barty Crouch 's house elf	1402	-0.123549566	0.46915185
107	49	Harry task get past	1422	-0.11384747	0.47156885
108	228	Harry discovers Harry	1293	-0.1092706	0.47270948
109	5	large dog watches Harry	1461	-0.07385782	0.48154393
110	249	Harry Hermione learn Gellert Grindelwald	1356	-0.073728174	0.48157626
111	75	father father 's Luna Lovegood	1577	-0.06824652	0.482945
112	44	dog drags Ron tunnel	1184	-0.03350863	0.49162367
113	140	memories involves Slughorn	1229	-0.033275314	0.49168193
114	151	distant figure casts dementors	1206	-0.029197633	0.4927011
115	246	large dog watches On dark street	1192	-0.027505241	0.49312416
116	73	spiders claims fear monster	1244	-0.022002876	0.49449947
117	252	Lord Voldemort Heir Slytherin be open Chamber Hagrid	1210	-0.017969355	0.4955078
118	180	Lord Voldemort Heir Slytherin be previously open Chamber framed Hagrid	1193	-0.012307391	0.49692318
119	71	dog appear drags	1148	-0.009365827	0.49765855
120	231	year old Harry blunders attempt repair sending overnight	1103	-0.0057418942	0.49856457
121	230	It be believe created Chamber dispute fellow founders	1193	0.00095260143	0.5002381
122	172	large black dog watches Harry On dark street	1085	0.004577752	0.5011444
123	218	Harry Potter lives Vernon Petunia Dursley Harry Potter	1129	0.009270251	0.50231755
124	251	One memories involves Slughorn conversing	1203	0.011991084	0.50299776
125	103	year old Harry blunders attempt repair sending	1064	0.018920004	0.50472987
126	48	incompetent fraud attempts erase boys ' memories	1097	0.019779447	0.5049447
127	53	Voldemort feels Wand	1071	0.022644259	0.50566083
128	192	It be believe Chamber dispute fellow founders	1111	0.023503706	0.50587565
129	152	Harry receives Hermione	1055	0.031397104	0.5078486
130	112	Knight Bus rescues wizards	1078	0.036399916	0.50909895
131	86	Harry Hermione travel Godric 's Hollow be attack Nagini	1027	0.04048279	0.5101193
132	181	Harry encounters Professor Quirrell	1063	0.044360816	0.5110884
133	207	Dumbledore instructs Black Buckbeak going	906	0.072685614	0.5181634
134	62	incompetent fraud attempts erase boys ' memories using	903	0.082082406	0.5205091
135	20	large dog watches Harry On dark street	742	0.088551946	0.5221235
136	35	dog watches Harry On dark street	782	0.08900601	0.5222368
137	3	Hermione 's cat be Crookshanks	940	0.097961545	0.52447087
138	80	figure casts dementors	977	0.10844295	0.5270842
139	10	Quirrell obtain philosopher 's stone	753	0.11018989	0.52751964
140	66	vision Voldemort 's snake Nagini attack Arthur Weasley	848	0.117900565	0.52944106
141	106	Crouch Sr. have son	982	0.1654469	0.54126763
142	198	Dobby magically deflects twelve year old Harry	378	0.1685682	0.54204255
143	243	Gryffindor be award House Cup	761	0.16865379	0.5420638
144	96	Ron Weasley Ron Weasley brothers arrive Fred George father	781	0.19515061	0.5486334
145	88	Harry parents reunite love ones	675	0.19796956	0.5493314
146	154	Believing Snape be true master	733	0.2004486	0.54994506
147	144	created Chamber dispute fellow founders admit students	781	0.20191798	0.55030864
148	39	Moody tries find Crouch	622	0.20799616	0.5518124
149	213	Black be captured	817	0.21696006	0.5540282
150	24	tries find Crouch	558	0.2344499	0.5583455
151	153	Dumbledore instructs save Black Buckbeak going	425	0.26856822	0.5667414
152	78	Ron accuses straining friendship	465	0.305723	0.57584095
153	221	Chamber dispute fellow founders admit born students	512	0.31110325	0.5771545
154	59	Harry discovers Barty Jr.	555	0.31663987	0.57850516
155	38	Voldemort alert mounts assault Hogwarts	356	0.32365203	0.580214
156	254	Black sent Firebolt broomstick	588	0.32943916	0.58162296
157	108	Voldemort arrives dueling Voldemort stalemate	373	0.337696	0.58363074
158	90	Bellatrix kills Dobby	693	0.33966324	0.5841087
159	138	created Chamber dispute fellow founders admit Muggle born students	438	0.3574525	0.5884236
160	175	Dementor be perform Crouch Jr. rendering	364	0.3731838	0.59222806
161	156	King have Cross	677	0.37741497	0.59324944
162	22	latter three become Animagi Lupin Lupin werewolf transformations	317	0.40068218	0.5988515
163	32	Dementor be performed	511	0.41833994	0.60308594
164	190	black dog watches On street	525	0.42915	0.6056707
165	87	Pettigrew 's name realise Lupin	432	0.47099137	0.61561835
166	146	Dumbledore instructs save Black Buckbeak going back	257	0.47809935	0.61729896
167	131	cores have feathers phoenix bird making	514	0.47909808	0.6175349
168	147	Harry have Voldemort	755	0.49223173	0.62063205
169	68	many Meanwhile be kill Voldemort 's assault including Remus Lupin	198	0.501011	0.62269694
170	61	dementors descend upon Harry	182	0.52382255	0.6280412
171	119	Lockhart confesses be fraud attempts	593	0.5305351	0.6296079
172	234	cores have feathers bird	459	0.53653556	0.6310061
173	169	Xenophillius summons Death Eaters catch three escape	240	0.54073083	0.6319824
174	15	Harry Ron discover Hermione	567	0.55027443	0.63419926
175	118	slip Lupin force Snape resignation	76	0.555505	0.63541186
176	132	Dementor Kiss be perform Crouch Jr.	299	0.57091635	0.6389746
177	57	Harry Lord Voldemort 's wands have feathers phoenix bird	353	0.57252365	0.6393453
178	91	latter three become Lupin Lupin werewolf transformations	211	0.5793442	0.64091647
179	127	latter three become tame Lupin Lupin werewolf transformations	175	0.59009933	0.643388
180	174	latter three become Animagi tame Lupin Lupin werewolf transformations	161	0.6410402	0.6549886
181	159	student be killed	198	0.6542166	0.65796
182	7	time Hermione attend simultaneously multiple classes	120	0.66737425	0.660915
183	89	Voldemort have hands	357	0.6710918	0.66174763
184	6	many be kill Voldemort 's assault	170	0.6990833	0.6679845
185	239	Snape be master	427	0.70823467	0.6700109
186	244	fearing Black sent Firebolt broomstick	101	0.7415918	0.67734385
187	155	Pettigrew be Voldemort 's servant	392	0.7465258	0.67842126
188	29	Harry learns Harry	170	0.76600695	0.6826565
189	142	Harry Lord Voldemort 's wands have feathers bird making	270	0.79948974	0.68986535
190	205	Dobby deflects Harry	98	0.8047709	0.6909941
191	70	Harry reveal Harry Voldemort	158	0.8118481	0.69250315
192	111	Severus Snape grudge Black James Potter have bias Severus Snape Black James Potter	39	0.8148004	0.6931315
193	37	followers have overheard part prophecy	76	0.8198856	0.6942121
194	145	expensive Firebolt broomstick confiscate testing	46	0.8934595	0.7096036
195	189	Dumbledore instructs Harry Hermione	89	0.9387892	0.718855
196	116	time Hermione attend classes	80	0.97070956	0.72526085
197	247	Unknown Harry be famous wizarding world	85	1.0317107	0.73724747
198	240	Harry have parents	288	1.0343902	0.73776615
199	31	Harry have father	291	1.064269	0.7435055
200	56	Dumbledore instructs Harry Hermione Black Buckbeak going back	96	1.1133803	0.75275874
201	104	Harry have broom	197	1.1398772	0.7576571
202	34	Slytherin have locket	159	1.246686	0.7767257