positive_words

This dataset presents the word groupings that are used in the paper Narasimhan Jegadeesh and Andrew Di Wu, 2013, Word Power: A new approach for content analysis. The copyright for the full set of words in this list belong to Loughran and Mcdonald.
Sl. No.  Word group
1 able
2 abundance abundant
3 acclaimed
4 accomplish accomplished accomplishes accomplishing accomplishment accomplishments
5 achieve achieved achievement achievements achieves achieving
6 adequately
7 advancement advancements advances advancing
8 advantage advantaged advantageous advantageously advantages
9 alliance alliances
10 assure assured assures assuring
11 attain attained attaining attainment attainments attains
12 attractive attractiveness
13 beautiful beautifully
14 beneficial beneficially benefit benefited benefiting benefitted benefitting
15 bolstered bolstering bolsters
16 boom booming
17 boost boosted
18 breakthrough breakthroughs
19 brilliant
20 charitable
21 collaborate collaborated collaborates collaborating collaboration collaborations collaborative collaborator collaborators
22 compliment complimentary complimented complimenting compliments
23 conclusive conclusively
24 conducive
25 confident
26 constructive constructively
27 courteous
28 creative creatively creativeness creativity
29 delight delighted delightful delightfully delighting delights
30 dependability dependable
31 desirable desired
32 despite
33 destined
34 diligent diligently
35 distinction distinctions
36 distinctive distinctively distinctiveness
37 dream
38 easier easily easy
39 effective
40 efficiencies efficiency efficient efficiently
41 empower empowered empowering empowers
42 enable enabled enables enabling
43 encouraged encouragement encourages encouraging
44 enhance enhanced enhancement enhancements enhances enhancing
45 enjoy enjoyable enjoyably enjoyed enjoying enjoyment enjoys
46 enthusiasm enthusiastic enthusiastically
47 excellence excellent excelling excels
48 exceptional exceptionally
49 excited excitement exciting
50 exclusive exclusively exclusiveness exclusives exclusivity
51 exemplary
52 fantastic
53 favorable favorably
54 favorite favorites favored favoring
55 friendly
56 gain gained gaining gains
57 good better
58 great greater greatest greatly greatness
59 happiest happily happiness happy
60 highest
61 honor honorable honored honoring honors
62 ideal
63 impress impressed impresses impressing impressive impressively
64 improve improved improvement improvements improves improving
65 incredible incredibly
66 influential
67 informative
68 ingenuity
69 innovate innovated innovates innovating innovation innovations innovative innovator innovators
70 insightful
71 inspiration inspirational
72 integrity
73 invent invented inventing invention inventions inventive inventiveness inventor inventors
74 leadership
75 leading
76 loyal
77 lucrative
78 meritorious
79 opportunities opportunity
80 optimistic
81 outperform outperformed outperforming outperforms
82 outstanding
83 perfect perfected perfectly perfects
84 pleasant pleasantly
85 pleased pleasure
86 plentiful
87 popular popularity
88 positive positively
89 preeminence preeminent
90 premier premiere
91 prestige prestigious
92 proactive proactively 
93 proficiency proficient proficiently
94 profitability profitable profitably
95 progress progressed progresses progressing
96 prospered prospering prosperity prosperous prospers
97 rebound rebounded rebounding
98 receptive
99 regain regained regaining
100 resolve
101 revolutionize revolutionized revolutionizes revolutionizing
102 reward rewarded rewarding rewards
103 satisfactorily satisfactory satisfied satisfies satisfy satisfying satisfaction
104 smooth smoothing smoothly smooths
105 solves solving
106 spectacular spectacularly
107 stability stabilization stabilizations stabilize stabilized stabilizes stabilizing stable
108 strength strengthen strengthened strengthening strengthens strengths
109 strong stronger strongest
110 succeed succeeded succeeding succeeds success successes successful successfully
111 superior
112 surpass surpassed surpasses surpassing
113 transparency
114 tremendous tremendously
115 unmatched
116 unparalleled
117 unsurpassed
118 upturn upturns
119 valuable
120 versatile versatility
121 vibrancy vibrant
122 win winner winners winning
123 worthy
Comments