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. 2020 Oct 14;6(4):e17543. doi: 10.2196/17543

Table 4.

The 10 most prevalent themes.

Tweet content Year Total (N=4432), n (%)
2012 (N=570), n (%) 2014 (N=1196), n (%) 2016 (N=1377), n (%) 2018 (N=1289), n (%)
Advertising or promotion 268 (47.02) 685 (57.27) 633 (45.97) 436 (33.82) 2040 (46.03)

Price promotion 77 (28.73) 80 (11.68) 152 (24.01) 88 (20.18) 397 (19.46)
Brand name 124 (21.75) 302 (25.25) 448 (32.53) 364 (28.24) 1238 (27.93)
E-cigarette use or intent 76 (13.33) 254 (21.24) 358 (26.00) 282 (21.88) 970 (21.89)
Cessation or alternative 105 (18.42) 182 (15.23) 136 (9.88) 293 (22.75) 716 (16.16)

Positive 100 (95.24) 176 (96.70) 130 (95.59) 274 (93.52) 680 (94.97)

Negative 1 (0.95) 4 (2.20) 2 (1.45) 13 (4.44) 20 (2.79)

Neutral 4 (3.81) 2 (1.14) 4 (2.94) 6 (2.05) 16 (2.24)
Health and safety 67 (11.75) 161 (13.46) 139 (10.09) 314 (24.38) 681 (15.37)

Positive 51 (76.12) 114 (70.81) 91 (65.47) 198 (63.06) 454 (66.66)

Negative 10 (14.93) 36 (22.36) 36 (25.90) 101 (32.17) 183 (26.87)

Neutral 6 (8.96) 11 (6.83) 12 (8.63) 15 (4.77) 44 (6.46)
Retailer name 78 (13.68) 234 (19.57) 136 (9.88) 201 (15.61) 649 (14.64)
Flavor 39 (6.84) 145 (12.12) 139 (10.09) 184 (14.29) 507 (11.44)
Views on regulation or policy 6 (1.05) 45 (3.76) 64 (4.65) 192 (14.91) 307 (6.97)

Liberal 3 (50.00) 36 (80.00) 58 (90.63) 151 (78.65) 248 (80.78)

Cautious 3 (50.00) 6 (13.33) 5 (7.81) 40 (20.83) 54 (17.60)

Neutral 0 (0) 3 (6.66) 1 (1.56) 1 (0.52) 5 (1.63)
Community or subculture 18 (3.16) 48 (4.01) 84 (6.10) 155 (12.03) 305 (6.88)
Nicotine 19 (3.33) 42 (3.51) 89 (6.46) 143 (11.10) 293 (6.61)