Skip to main content

Table 6 Non-overlapped and overlapped top 50 keywords from the two cases

From: About relationship between business text patterns and financial performance in corporate data

No. H-word TF-IDF※ Inter-word TF-IDF※ L-word TF-IDF※
1 users 1052 may 3510 contracts 684
2 advertising 975 business 2184 government 619
3 platform 880 services 1702 leidos 354
4 data 854 products 1569 contract 346
5 user 679 results 1351 revenues 317
6 content 640 including 1228 assets 242
7 advertisers 601 future 1221 profitability 232
8 members 599 operating 1221 customer 230
9 notes 568 will 1201 technologies 229
10 access 558 result 1201 process 228
11 class 523 new 1199 programs 222
12 clients 522 stock 1169 fiscal 205
13 internet 505 ability 1167 part 204
14 mobile 496 financial 1148 threats 201
15 inventory 479 revenue 1028 cost 197
16 internal 421 significant 991 competitive 197
17 parties 416 adversely 961 budget 186
18 united 406 information 914 annual 177
19 privacy 397 common 897 obtain 176
20 engagement 397 laws 886 lockheed 176
21 states 386 use 884 spending 176
22 international 384 growth 878 requirements 172
23 twitter 372 operations 852 digimarc 166
24 change 368 changes 834 liability 166
25 software 362 customers 819 include 161
26 expect 357 technology 810 years 159
27 stockholders 351 market 809 agreement 158
28 reporting 348 also 807 delays 158
29 features 347 companies 804 patents 155
30 protection 338 costs 794 year 155
31 effective 337 property 790 prospects 148
32 harmed 326 addition 776 generally 146
33 brand 324 subject 774 funding 146
34 countries 319 affect 767 patent 144
35 practices 317 time 753 levels 144
36 devices 317 employees 751 debt 142
37 rate 312 intellectual 747 contractual 142
38 service 303 rights 715 estimates 142
39 shares 303 continue 698 report 142
40 foreign 302 tax 697 Martin 141
41 negatively 301 able 692 financing 141
42 base 299 certain 686 impairment 141
43 online 297 solutions 676 losses 141
44 source 297 risks 674 current 138
45 decline 295 security 656 insurance 136
46 credit 291 impact 656 depend 136
47 securities 286 control 650 meet 136
48 example 286 increase 648 perform 135
49 regulatory 285 performance 632 inc 135
50 fluctuations 284 regulations 631 expected 134
  1. ‘H-word’ keywords occurring only in the top three companies of CAGR of revenue, ‘Inter-word’ keywords occurring in the corpus of both, ‘L-word’ keywords occurring only in the three companies with the lowest CAGR values
  2. The TF-IDF value generally includes sub-decimal values, but only the integer value is represented in this table
\