Merge branch 'master' of https://gitlab.doc.ic.ac.uk/jjo2317/individual_project

.gitignore

-amazon_reviews_us_Camera_v1_00.tsv
-amazon_reviews_us_Camera_v1_00.tsv.gz
-amazon_reviews_us_Digital_Video_Games_v1_00.tsv
-*.tsv
 .DS_Store
-__pycache__/

ADA/.gitignore

-.idea 
-*.pt
\ No newline at end of file
+.idea
+*.pt
+__pycache__/
+amazon_data/
+.DS_Store

ADA/SA/data/SocialSent/2000.tsv

+ugly	-3.90	1.16
+painful	-3.69	1.53
+intent	-3.49	1.67
+terrible	-3.38	1.55
+drunk	-3.28	1.16
+tragedy	-3.26	1.48
+awful	-3.21	1.37
+weak	-3.12	1.63
+worst	-3.10	1.74
+accident	-3.03	1.55
+nightmare	-3.02	1.45
+victim	-3.01	1.59
+destruction	-2.95	1.55
+faced	-2.93	1.59
+damned	-2.92	1.08
+souls	-2.92	1.74
+scary	-2.92	1.27
+poverty	-2.89	1.57
+suicide	-2.85	1.43
+events	-2.85	1.77
+sorts	-2.84	1.83
+trapped	-2.83	1.53
+monster	-2.82	0.87
+lonely	-2.80	1.38
+circles	-2.80	2.06
+scream	-2.79	1.77
+ridiculous	-2.76	1.29
+situations	-2.75	1.64
+fate	-2.69	1.54
+stupid	-2.67	1.67
+bitter	-2.66	2.02
+rural	-2.66	1.98
+harsh	-2.66	1.89
+fault	-2.62	1.47
+re	-2.60	1.95
+occurred	-2.60	1.75
+circumstances	-2.59	1.65
+blame	-2.59	1.63
+housing	-2.58	1.98
+snake	-2.58	0.89
+bored	-2.56	1.84
+blacks	-2.55	1.86
+sick	-2.53	1.70
+dragon	-2.51	1.87
+complained	-2.51	1.75
+nasty	-2.50	1.78
+tired	-2.49	1.87
+acts	-2.48	1.82
+bloody	-2.48	1.07
+beast	-2.47	0.73
+smelled	-2.44	1.98
+minority	-2.43	1.98
+incident	-2.42	1.72
+boring	-2.42	1.14
+creatures	-2.42	1.74
+suffering	-2.39	0.55
+creature	-2.39	1.76
+anxious	-2.37	2.01
+smells	-2.36	2.08
+suffer	-2.36	0.69
+frustrated	-2.36	2.04
+worried	-2.34	1.92
+mistakes	-2.33	0.91
+witch	-2.33	1.54
+battles	-2.31	0.80
+upset	-2.30	1.98
+angry	-2.30	2.03
+beings	-2.29	1.95
+victims	-2.28	0.64
+mad	-2.27	1.33
+admitted	-2.27	1.87
+suffered	-2.27	0.78
+confused	-2.26	2.09
+opponents	-2.26	2.19
+deadly	-2.26	0.95
+smell	-2.26	2.29
+alien	-2.25	1.50
+stayed	-2.24	2.09
+inevitable	-2.21	0.75
+bother	-2.20	1.94
+hungry	-2.20	1.35
+scent	-2.19	2.30
+cole	-2.19	2.29
+bothered	-2.19	1.84
+shame	-2.17	1.86
+frightened	-2.15	2.10
+troubled	-2.15	2.04
+random	-2.15	1.76
+guessed	-2.14	2.00
+disaster	-2.12	0.69
+ghost	-2.11	1.82
+mess	-2.11	1.71
+exhausted	-2.10	1.56
+punishment	-2.10	0.63
+demanding	-2.09	1.95
+fucking	-2.09	1.91
+contrast	-2.09	2.11
+merely	-2.09	1.86
+minds	-2.08	1.90
+disappointed	-2.08	2.12
+belong	-2.07	1.94
+practically	-2.07	1.93
+necessarily	-2.07	1.87
+desperate	-2.07	1.43
+strange	-2.06	1.42
+aging	-2.06	1.95
+crash	-2.05	0.91
+bin	-2.05	2.24
+worse	-2.04	1.64
+hurt	-2.02	1.47
+deaths	-2.01	0.81
+cast	-2.01	2.26
+scared	-2.01	1.53
+lack	-1.97	1.84
+fever	-1.96	0.70
+concerned	-1.95	1.92
+dirty	-1.94	0.94
+murder	-1.93	0.53
+likes	-1.93	1.93
+powers	-1.92	2.30
+burns	-1.91	0.82
+remind	-1.89	1.96
+crime	-1.89	0.55
+mistake	-1.87	0.92
+cat	-1.86	1.03
+crimes	-1.86	0.53
+lillian	-1.85	2.19
+humanity	-1.85	2.06
+uncomfortable	-1.85	1.68
+injured	-1.84	0.70
+damage	-1.82	0.58
+dangerous	-1.82	1.43
+devil	-1.81	1.99
+occasional	-1.81	1.98
+dealing	-1.80	0.79
+insisted	-1.80	1.97
+hurricane	-1.78	0.73
+committed	-1.78	0.57
+precisely	-1.77	1.77
+cheap	-1.76	0.66
+forgot	-1.74	1.94
+everywhere	-1.74	0.76
+cigarettes	-1.73	1.18
+considering	-1.73	1.61
+creation	-1.72	2.23
+protest	-1.72	0.78
+death	-1.72	0.84
+deserve	-1.71	2.00
+enemies	-1.71	2.29
+gods	-1.70	2.10
+families	-1.69	2.15
+nervous	-1.69	1.82
+causing	-1.69	0.65
+wounded	-1.68	0.51
+improve	-1.68	1.84
+animal	-1.68	1.06
+fool	-1.68	1.66
+harm	-1.68	0.46
+suspect	-1.68	0.69
+occur	-1.67	0.89
+minor	-1.66	0.77
+guilty	-1.66	0.53
+bird	-1.66	1.14
+invisible	-1.65	0.87
+suddenly	-1.64	1.04
+chaos	-1.64	0.45
+mccarthy	-1.63	2.16
+smoke	-1.63	1.61
+startled	-1.62	1.46
+violence	-1.62	0.61
+living	-1.62	2.13
+feared	-1.62	1.74
+threatened	-1.61	0.57
+injuries	-1.60	0.72
+injury	-1.60	0.64
+innocent	-1.59	0.51
+magic	-1.59	1.83
+accompanied	-1.59	0.61
+crisis	-1.58	0.57
+bear	-1.56	0.78
+soap	-1.56	1.59
+embarrassed	-1.56	1.86
+dogs	-1.55	0.85
+tiger	-1.55	0.96
+wealthy	-1.54	2.07
+dog	-1.54	0.66
+wolf	-1.54	0.92
+burned	-1.53	1.33
+arrested	-1.53	0.51
+bomb	-1.52	0.78
+bunch	-1.52	2.00
+wound	-1.52	0.61
+shocked	-1.52	1.71
+absolute	-1.51	2.02
+damn	-1.51	1.85
+caused	-1.51	0.59
+severe	-1.51	0.46
+spirits	-1.50	2.25
+accused	-1.50	0.49
+sweat	-1.50	1.65
+angels	-1.50	2.22
+assault	-1.49	0.49
+strikes	-1.48	0.57
+attacks	-1.46	0.83
+deeply	-1.46	1.32
+survived	-1.46	0.84
+pig	-1.46	0.62
+beer	-1.44	0.63
+insects	-1.44	0.70
+stroke	-1.44	0.57
+attack	-1.44	0.61
+terrorism	-1.44	0.81
+illness	-1.44	0.39
+animals	-1.43	1.13
+dumb	-1.43	1.57
+humans	-1.42	1.17
+pain	-1.42	0.68
+killed	-1.41	0.67
+lately	-1.41	1.57
+whole	-1.40	2.08
+mixed	-1.40	1.40
+tail	-1.40	0.79
+afraid	-1.40	1.18
+communities	-1.39	1.29
+virus	-1.39	0.57
+trembling	-1.39	0.96
+terrorist	-1.38	0.91
+birds	-1.38	0.99
+sad	-1.37	1.97
+elderly	-1.37	1.90
+whoever	-1.36	0.50
+drank	-1.36	0.73
+cared	-1.36	1.76
+urban	-1.36	1.29
+spell	-1.35	0.87
+tobacco	-1.35	1.41
+bleeding	-1.35	0.42
+increasingly	-1.34	1.14
+drinks	-1.34	0.65
+useless	-1.34	0.88
+giant	-1.33	0.90
+pet	-1.33	0.68
+drink	-1.33	0.65
+changing	-1.33	2.06
+act	-1.33	0.79
+loss	-1.33	0.57
+bears	-1.32	0.78
+threatening	-1.32	0.75
+stunned	-1.32	1.31
+flies	-1.32	0.71
+killing	-1.31	0.52
+feeling	-1.31	1.00
+situation	-1.31	0.74
+racial	-1.30	1.17
+countless	-1.30	0.79
+explosion	-1.30	0.84
+arrest	-1.30	0.38
+alcohol	-1.29	0.44
+wished	-1.29	1.97
+repeatedly	-1.28	0.57
+bandar	-1.28	0.44
+nation	-1.27	0.60
+drinking	-1.27	0.60
+affected	-1.27	0.49
+trap	-1.27	0.53
+trouble	-1.26	1.76
+suspected	-1.26	0.98
+consequences	-1.26	0.45
+changed	-1.26	1.95
+bug	-1.26	1.03
+bull	-1.25	0.65
+residents	-1.25	1.42
+conditions	-1.25	0.79
+cigarette	-1.25	1.00
+involved	-1.25	0.51
+liked	-1.25	1.91
+destroyed	-1.24	0.57
+robot	-1.24	0.58
+counted	-1.24	1.05
+fought	-1.24	0.46
+symptoms	-1.23	0.36
+disorder	-1.23	0.35
+african	-1.23	1.36
+surprised	-1.22	1.74
+big	-1.22	1.77
+infection	-1.22	0.31
+bitch	-1.21	1.10
+causes	-1.21	0.34
+jail	-1.21	0.33
+burning	-1.21	1.35
+collapse	-1.21	0.37
+imagined	-1.21	1.87
+terrorists	-1.20	0.77
+cause	-1.20	0.39
+essentially	-1.19	0.40
+crazy	-1.19	1.07
+cry	-1.19	0.82
+reaction	-1.19	0.76
+threats	-1.19	0.41
+failure	-1.18	0.29
+isolated	-1.18	0.82
+got	-1.18	1.99
+relieved	-1.18	1.79
+witness	-1.17	0.46
+teddy	-1.17	0.60
+crying	-1.17	1.09
+violent	-1.17	0.74
+scene	-1.16	0.58
+result	-1.16	0.59
+slavery	-1.16	0.96
+reminded	-1.15	2.01
+cats	-1.14	1.00
+immigrants	-1.14	1.25
+species	-1.14	0.91
+prison	-1.14	0.36
+habit	-1.13	0.69
+enemy	-1.13	0.71
+disease	-1.13	0.30
+cities	-1.13	1.09
+warned	-1.13	1.27
+vulnerable	-1.12	1.06
+scenes	-1.12	0.51
+recovery	-1.12	0.53
+seemingly	-1.11	0.46
+ali	-1.11	0.85
+abruptly	-1.11	0.78
+sort	-1.11	1.75
+mouse	-1.10	0.46
+boy	-1.10	1.80
+feed	-1.10	0.56
+trick	-1.10	0.73
+regions	-1.10	0.84
+sometimes	-1.10	0.71
+destroy	-1.09	0.69
+knew	-1.09	1.79
+air	-1.09	1.82
+damp	-1.08	1.79
+danger	-1.08	0.39
+phenomenon	-1.08	0.72
+hunger	-1.08	0.97
+serious	-1.07	0.60
+feel	-1.07	0.74
+abuse	-1.07	0.33
+worlds	-1.07	0.75
+error	-1.07	0.33
+definition	-1.07	0.69
+towns	-1.07	1.03
+rich	-1.06	1.87
+charges	-1.06	0.32
+illegal	-1.06	0.27
+clean	-1.06	0.74
+attitude	-1.06	1.99
+collapsed	-1.05	0.74
+transformed	-1.05	0.74
+saddam	-1.05	0.85
+challenge	-1.05	0.54
+actions	-1.05	0.43
+wise	-1.05	1.65
+distant	-1.05	1.04
+frequent	-1.04	0.53
+nest	-1.04	0.70
+ill	-1.04	1.72
+combination	-1.04	1.01
+peterson	-1.04	0.59
+talked	-1.03	1.96
+aware	-1.03	0.97
+charged	-1.03	0.32
+weapons	-1.03	0.68
+problems	-1.03	0.43
+horror	-1.03	0.80
+deal	-1.03	1.99
+wings	-1.03	0.83
+depression	-1.03	0.42
+alabama	-1.02	1.09
+breath	-1.02	0.91
+afghanistan	-1.02	0.92
+taliban	-1.02	0.93
+observed	-1.02	0.84
+cage	-1.02	0.75
+experienced	-1.02	0.81
+saudi	-1.02	1.01
+sounded	-1.01	0.76
+captured	-1.01	0.54
+diseases	-1.01	0.26
+loves	-1.01	1.95
+demands	-1.01	0.52
+convinced	-1.01	1.07
+gang	-1.01	0.32
+initially	-1.01	0.53
+ethnic	-1.00	1.09
+possibility	-1.00	0.37
+criminal	-1.00	0.37
+coffin	-0.99	0.58
+potentially	-0.99	0.50
+aimed	-0.98	0.53
+fires	-0.98	0.45
+bastard	-0.98	0.70
+champagne	-0.98	0.68
+challenges	-0.98	0.49
+healing	-0.98	0.73
+areas	-0.97	0.94
+dying	-0.97	0.75
+breathe	-0.97	0.55
+feeding	-0.97	0.41
+resulting	-0.97	0.34
+deer	-0.97	0.72
+bite	-0.97	0.35
+afford	-0.97	0.64
+silly	-0.97	0.94
+killer	-0.97	0.51
+threat	-0.96	0.26
+warming	-0.96	0.55
+bodies	-0.96	0.71
+ass	-0.96	1.24
+bacteria	-0.95	0.35
+taste	-0.95	1.68
+slave	-0.95	1.06
+fish	-0.95	0.79
+solve	-0.95	0.48
+escaped	-0.95	0.61
+woke	-0.95	0.72
+suburban	-0.94	1.34
+extreme	-0.94	0.53
+weapon	-0.94	0.54
+hunt	-0.94	0.73
+americans	-0.94	1.21
+mississippi	-0.94	1.03
+represent	-0.94	0.40
+wrong	-0.94	1.79
+pipe	-0.94	0.70
+criticism	-0.93	0.42
+intense	-0.93	0.79
+whites	-0.93	1.14
+individuals	-0.93	0.81
+panic	-0.93	0.82
+loud	-0.93	0.73
+eaten	-0.92	0.51
+alarm	-0.92	0.62
+southern	-0.92	0.98
+survive	-0.92	0.55
+ignoring	-0.91	0.37
+forgotten	-0.91	0.81
+smoking	-0.91	0.55
+pakistan	-0.91	0.92
+lots	-0.91	0.94
+attacked	-0.91	0.37
+northern	-0.91	0.88
+washed	-0.91	0.72
+homes	-0.90	1.17
+concerns	-0.90	0.52
+stern	-0.90	0.64
+noise	-0.89	0.75
+area	-0.89	1.02
+faint	-0.89	1.21
+rescue	-0.89	0.24
+sheep	-0.88	0.67
+problem	-0.88	0.69
+wild	-0.88	0.97
+throat	-0.88	0.58
+biological	-0.88	0.66
+stress	-0.88	0.38
+due	-0.88	0.49
+awkward	-0.88	1.24
+cleaning	-0.87	0.55
+immigration	-0.87	0.81
+prevent	-0.87	0.27
+target	-0.87	0.59
+represented	-0.87	0.61
+aids	-0.87	0.41
+wondering	-0.87	0.84
+battle	-0.87	0.31
+sudden	-0.87	0.80
+somewhat	-0.86	0.96
+sound	-0.86	0.76
+lot	-0.86	1.91
+immediate	-0.86	0.62
+care	-0.86	0.70
+population	-0.86	0.83
+guy	-0.86	1.82
+human	-0.85	0.96
+treat	-0.85	0.27
+wars	-0.85	0.35
+nerve	-0.85	0.33
+country	-0.85	0.70
+flying	-0.85	0.40
+avoid	-0.85	0.41
+cow	-0.85	0.52
+units	-0.85	0.68
+these	-0.85	0.75
+knight	-0.85	0.84
+slept	-0.84	0.70
+jay	-0.84	0.78
+dusty	-0.84	0.88
+indians	-0.84	1.05
+fraud	-0.83	0.32
+screaming	-0.83	0.61
+prisoners	-0.82	0.40
+hero	-0.82	0.57
+drugs	-0.82	0.35
+hear	-0.82	0.70
+existence	-0.82	0.57
+curious	-0.82	1.37
+issue	-0.81	0.54
+confusion	-0.81	0.83
+wake	-0.81	0.52
+blind	-0.81	0.51
+trial	-0.81	0.32
+aspects	-0.81	0.53
+dream	-0.80	0.53
+survival	-0.80	0.56
+event	-0.80	1.11
+powerful	-0.80	0.58
+linked	-0.80	0.38
+absence	-0.80	0.51
+encounter	-0.80	0.98
+bone	-0.80	0.52
+facing	-0.80	0.62
+heard	-0.80	0.69
+islamic	-0.80	0.90
+reference	-0.80	0.62
+dreams	-0.80	0.56
+riding	-0.80	0.64
+strike	-0.80	0.33
+kinds	-0.79	0.92
+constantly	-0.79	0.74
+defeat	-0.79	0.57
+endless	-0.79	0.45
+shouting	-0.79	0.66
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+remote	-0.78	0.74
+climate	-0.78	0.45
+hunting	-0.78	0.52
+alike	-0.78	0.64
+direct	-0.78	0.53
+screamed	-0.78	0.61
+wet	-0.78	1.51
+laden	-0.78	1.01
+shit	-0.77	1.27
+limited	-0.77	2.09
+viewed	-0.77	0.56
+laugh	-0.77	0.69
+dull	-0.76	0.53
+shift	-0.76	0.82
+variety	-0.76	0.68
+hunter	-0.76	0.65
+rival	-0.76	0.82
+becoming	-0.76	0.73
+thing	-0.76	1.88
+struck	-0.76	0.60
+racing	-0.76	0.74
+angle	-0.76	0.83
+fly	-0.76	0.40
+hollow	-0.75	0.68
+figures	-0.75	0.86
+fresh	-0.75	1.08
+asleep	-0.75	0.66
+persons	-0.75	0.51
+diabetes	-0.75	0.25
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+characters	-0.74	0.60
+stare	-0.74	0.85
+helicopter	-0.74	0.38
+internal	-0.74	0.27
+empire	-0.74	0.69
+felt	-0.74	0.50
+blood	-0.73	0.43
+fur	-0.73	0.69
+cattle	-0.73	0.60
+surrounding	-0.73	0.82
+targets	-0.73	0.38
+admit	-0.73	0.76
+plane	-0.73	0.39
+concentration	-0.73	0.60
+badly	-0.73	0.79
+physically	-0.73	0.71
+toilet	-0.73	0.59
+reasons	-0.73	0.38
+knocked	-0.73	0.49
+remarkable	-0.72	2.02
+fighting	-0.72	0.25
+argued	-0.72	0.67
+races	-0.72	0.69
+mental	-0.72	0.28
+lit	-0.72	0.70
+police	-0.72	0.23
+bit	-0.72	0.82
+familiar	-0.72	2.25
+allies	-0.72	0.82
+acting	-0.72	0.62
+risk	-0.71	0.22
+facilities	-0.71	0.76
+led	-0.71	0.59
+cases	-0.71	0.27
+flew	-0.71	0.33
+bottle	-0.71	0.46
+impressed	-0.71	1.10
+fire	-0.71	0.65
+kill	-0.71	0.58
+fight	-0.71	0.26
+coastal	-0.71	0.49