MARKETING DIGITAL 2025 ANALYSE SEMANTIQUE

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Analyse. Interprétations

Et aide à la prise de décision

Cas Pratique : Étude Sémantique des Commentaires et Messages Instagram pour TEXTISPORT

Contexte

TEXTISPORT est une entreprise fictive spécialisée dans la fabrication de vêtements de sport techniques adaptés à diverses disciplines telles que le crossfit, l’escalade, le running, etc. L’entreprise souhaite améliorer sa stratégie de marketing digital en analysant les commentaires et messages reçus sur sa page Instagram.

Objectifs

Analyser les sentiments exprimés dans les commentaires et messages.
Identifier les thèmes récurrents et les préoccupations des clients.
Proposer des recommandations pour améliorer la communication et la satisfaction client.

Données

Un fichier CSV contenant 500 commentaires et messages Instagram collectés sur une période de 6 mois.
Chaque entrée contient : l’ID du message, la date, le texte du message, et le nombre de likes.

Tâches

Prétraitement des Données

Nettoyer les données textuelles (suppression des émojis, ponctuations, stop words, etc.).
Tokeniser les messages et appliquer la lemmatisation.

Analyse des Sentiments

Utiliser un modèle d’analyse de sentiments pour classer les messages en sentiments positifs, négatifs ou neutres.
Visualiser la répartition des sentiments au fil du temps.

Extraction des Thèmes

Utiliser des techniques de traitement du langage naturel (NLP) pour identifier les thèmes récurrents (ex. : qualité des produits, service client, prix, etc.).
Créer un nuage de mots pour visualiser les termes les plus fréquents.

Analyse des Messages Négatifs

Identifier les messages avec des sentiments négatifs.
Analyser les raisons des retours négatifs et proposer des solutions pour y remédier.

Recommandations

Proposer des recommandations basées sur l’analyse pour améliorer la communication sur Instagram.
Suggérer des actions concrètes pour augmenter la satisfaction client et l’engagement sur la plateforme.

Livrables

Un rapport détaillé incluant les analyses et visualisations.
Une présentation PowerPoint résumant les principales conclusions et recommandations.

Critères d’Évaluation

Qualité du prétraitement des données.
Pertinence des analyses et des visualisations.
Profondeur des recommandations et leur faisabilité.
Clarté et structure du rapport et de la présentation.

TEST

compréhension des méthodologies d’analyse sémantique et de classification des commentaires dans le cadre du cas pratique TEXTISPORT :

Vrai ou Faux : Le prétraitement des données textuelles inclut la suppression des émojis et des ponctuations.

Vrai

Vrai ou Faux : La tokenisation consiste à diviser le texte en phrases complètes.

Faux (La tokenisation divise le texte en mots individuels.)

Vrai ou Faux : La lemmatisation réduit les mots à leur forme de base, comme « running » en « run ».

Vrai

Vrai ou Faux : L’analyse des sentiments classe les messages uniquement en positifs ou négatifs.

Faux (Elle peut aussi classer les messages comme neutres.)

Vrai ou Faux : TF-IDF est utilisé pour identifier les mots les plus fréquents dans un document.

Faux (TF-IDF identifie les mots importants en tenant compte de leur fréquence dans un document par rapport à l’ensemble du corpus.)

Vrai ou Faux : LDA (Latent Dirichlet Allocation) est un modèle de topic qui aide à identifier les thèmes sous-jacents dans un ensemble de documents.

Vrai

Vrai ou Faux : Les nuages de mots sont utilisés pour visualiser les termes les plus fréquents dans les messages.

Vrai

Vrai ou Faux : Un sentiment neutre signifie que le message est négatif mais pas très critique.

Faux (Un sentiment neutre signifie que le message n’exprime ni positivité ni négativité.)

Vrai ou Faux : La vectorisation TF-IDF est appliquée après la lemmatisation et la tokenisation.

Vrai

Vrai ou Faux : Les thèmes identifiés par LDA peuvent inclure des sujets comme la qualité des produits et le service client.
- Vrai
Vrai ou Faux : L’analyse des sentiments peut être réalisée manuellement sans outils automatisés.
- Vrai (Bien que les outils automatisés soient plus efficaces, une analyse manuelle est possible.)
Vrai ou Faux : Les messages avec des sentiments négatifs doivent être ignorés dans l’analyse.
- Faux (Ils doivent être analysés pour identifier les problèmes et proposer des solutions.)
Vrai ou Faux : La répartition des sentiments peut être visualisée à l’aide de graphiques.
- Vrai
Vrai ou Faux : Le modèle LDA nécessite une étape de prétraitement des données textuelles avant son application.
- Vrai
Vrai ou Faux : Les stop words (mots vides) comme « et », « le », « la » sont importants pour l’analyse des sentiments.
- Faux (Ces mots sont généralement supprimés car ils n’apportent pas de valeur sémantique.)
Vrai ou Faux : Un nuage de mots peut aider à identifier les thèmes principaux dans les commentaires.
- Vrai
Vrai ou Faux : L’analyse sémantique peut être utilisée pour prédire les ventes futures.
- Faux (Elle est utilisée pour comprendre les opinions et sentiments, pas pour prédire les ventes.)
Vrai ou Faux : Les commentaires positifs sont toujours liés à la qualité des produits.
- Faux (Ils peuvent aussi être liés à d’autres aspects comme le service client ou le design.)
Vrai ou Faux : La classification des messages en thèmes aide à cibler les améliorations spécifiques.
- Vrai
Vrai ou Faux : L’analyse des sentiments est la seule méthode pour comprendre les opinions des clients.
- Faux (D’autres méthodes comme l’analyse des thèmes et les enquêtes peuvent aussi être utilisées.)

Vrai ou Faux : La vectorisation TF-IDF est une technique qui peut être utilisée pour classer directement les sentiments des messages.
- Faux (TF-IDF est utilisé pour transformer les textes en représentations numériques, pas pour classer les sentiments.)
Vrai ou Faux : Les messages avec des sentiments neutres peuvent être ignorés car ils n’apportent pas d’informations utiles.
- Faux (Les messages neutres peuvent contenir des informations importantes et doivent être analysés.)
Vrai ou Faux : L’analyse des thèmes permet d’identifier les aspects spécifiques des produits ou services qui sont souvent mentionnés par les clients.
- Vrai
Vrai ou Faux : Le modèle LDA est supervisé et nécessite des données étiquetées pour fonctionner.
- Faux (LDA est un modèle non supervisé qui découvre les thèmes de manière automatique.)
Vrai ou Faux : La visualisation des sentiments à l’aide de graphiques peut aider à comprendre l’évolution des opinions des clients au fil du temps.
- Vrai

DATA A ÉTUDIER

Commentaires sur Instagram

Cas textisport

Date et nombre de likes

1 2025-01-29 Comfortable true true perfect. 83
2 2025-01-29 Good price worth good affordable. 91
3 2025-01-29 Simple average average design simple. 74
4 2025-01-29 Average okay response service. 3
5 2025-01-29 Fair fair fair okay. 78
6 2025-01-29 Average simple design average design. 5
7 2025-01-29 Fast on time fast delivery fast delivery prompt on time. 93
8 2025-01-29 Slow slow slow unresponsive bad unresponsive rude. 50
9 2025-01-29 Long long slow. 61
10 2025-01-29 Perfect perfect perfect perfect comfortable. 56
11 2025-01-29 Quality poor quality quality quality. 65
12 2025-01-29 On Time quick on time quick fast delivery. 78
13 2025-01-29 Perfect perfect size comfortable size fit. 74
14 2025-01-29 Okay average okay okay. 7
15 2025-01-29 Reasonable fair fair fair price price. 25
16 2025-01-29 Response response service service response. 50
17 2025-01-29 Slow delivery delivery delayed long long long delayed. 44
18 2025-01-29 Standard average delivery average okay. 43
19 2025-01-29 Decent okay fit average. 4
20 2025-01-29 Size fit comfortable comfortable perfect true size. 69
21 2025-01-29 Value price affordable worth affordable good good good. 25
22 2025-01-29 Reasonable fair okay reasonable fair. 67
23 2025-01-29 Love cool beautiful cool. 18
24 2025-01-29 Service service quick service service friendly. 83
25 2025-01-29 Fit wrong fit wrong. 96
26 2025-01-29 Unresponsive unresponsive rude service bad service service. 19
27 2025-01-29 Poor disappointed bad poor bad ripped. 11
28 2025-01-29 Boring ugly dislike plain ugly. 46
29 2025-01-29 Average fit decent okay decent decent average. 0
30 2025-01-29 Decent fit fit fit decent. 89
31 2025-01-29 Comfortable comfortable comfortable size true perfect fit. 13
32 2025-01-29 Expensive expensive high. 63
33 2025-01-29 Quality quality poor quality ripped ripped disappointed. 37
34 2025-01-29 Wrong wrong loose uncomfortable. 36
35 2025-01-29 Long delivery late long delivery long long. 10
36 2025-01-29 Long late slow delivery. 99
37 2025-01-29 Wrong wrong wrong fit loose loose. 76
38 2025-01-29 Average simple simple okay. 2
39 2025-01-29 Bad slow service rude bad unresponsive rude. 32
40 2025-01-29 Uncomfortable tight wrong fit fit. 5
41 2025-01-29 Service slow unresponsive service slow service unresponsive rude. 49
42 2025-01-29 Tight tight uncomfortable tight. 9
43 2025-01-29 Okay standard okay average delivery. 4
44 2025-01-29 Comfortable comfortable perfect true true comfortable. 22
45 2025-01-29 On Time prompt on time on time fast on time prompt prompt. 9
46 2025-01-29 Boring dislike design boring boring design boring. 43
47 2025-01-29 Plain dislike ugly boring dislike boring. 1
48 2025-01-29 Great material quality material material excellent quality great. 12
49 2025-01-29 Excellent material great durable durable excellent. 39
50 2025-01-29 Stylish design design beautiful beautiful. 1
51 2025-01-29 Okay quality quality average average decent quality. 83
52 2025-01-29 Great great durable excellent. 64
53 2025-01-29 Okay okay fit. 62
54 2025-01-29 Reasonable reasonable reasonable reasonable fair price price. 72
55 2025-01-29 Decent quality okay okay decent quality average. 16
56 2025-01-29 Value price price good affordable value good. 8
57 2025-01-29 Worth price value affordable affordable value. 74
58 2025-01-29 Okay service service service response okay. 14
59 2025-01-29 Helpful helpful helpful quick friendly service. 23
60 2025-01-29 Decent fit fit decent okay okay. 37
61 2025-01-29 Ripped ripped quality disappointed poor. 34
62 2025-01-29 Quality okay decent decent. 93
63 2025-01-29 Quick on time prompt prompt fast delivery prompt. 94
64 2025-01-29 Costly expensive price price overpriced. 48
65 2025-01-29 Price fair price okay reasonable. 68
66 2025-01-29 Quality okay quality. 61
67 2025-01-29 Design average average okay design. 59
68 2025-01-29 Average okay delivery average okay average. 49
69 2025-01-29 Great excellent great quality durable quality. 77
70 2025-01-29 Response okay service. 74
71 2025-01-29 Average delivery standard delivery okay okay delivery standard. 8
72 2025-01-29 Value price good affordable good worth price worth. 33
73 2025-01-29 Unresponsive service slow unresponsive service bad bad bad. 75
74 2025-01-29 Comfortable fit size fit true. 98
75 2025-01-29 Price fair reasonable reasonable reasonable okay fair. 34
76 2025-01-29 Quality great quality durable material quality. 0
77 2025-01-29 Fit uncomfortable loose. 39
78 2025-01-29 Design okay average okay okay simple simple. 63
79 2025-01-29 Design design okay okay. 21
80 2025-01-29 Good worth price good good. 59
81 2025-01-29 Fit size comfortable fit fit. 63
82 2025-01-29 Fair price fair price price okay okay. 92
83 2025-01-29 Slow slow long slow. 71
84 2025-01-29 Support service friendly support helpful helpful. 10
85 2025-01-29 Prompt delivery prompt fast prompt quick delivery. 13
86 2025-01-29 Boring ugly boring design design plain. 59
87 2025-01-29 Tight tight fit. 29
88 2025-01-29 Okay delivery standard okay standard okay delivery. 34
89 2025-01-29 Response service response service response. 84
90 2025-01-29 Perfect perfect perfect perfect fit true size. 36
91 2025-01-29 Prompt fast quick prompt. 4
92 2025-01-29 Great quality great excellent. 82
93 2025-01-29 Price expensive costly costly high price costly. 77
94 2025-01-29 Great excellent material durable material. 25
95 2025-01-29 Decent average average quality decent average. 61
96 2025-01-29 Average delivery okay okay standard average. 3
97 2025-01-29 Bad poor bad quality. 88
98 2025-01-29 Stylish beautiful stylish beautiful stylish cool. 41
99 2025-01-29 Costly price costly expensive. 88
100 2025-01-29 Decent decent okay average. 17
101 2025-01-29 Overpriced overpriced price price. 39
102 2025-01-29 Excellent quality excellent. 71
103 2025-01-29 Prompt prompt prompt delivery on time quick prompt. 38
104 2025-01-29 Slow slow slow bad service. 13
105 2025-01-29 Average service average service okay response. 31
106 2025-01-29 Material great material material. 50
107 2025-01-29 Excellent great great quality durable great great. 37
108 2025-01-29 Price price worth affordable price. 96
109 2025-01-29 Unresponsive service bad. 22
110 2025-01-29 Wrong tight tight uncomfortable. 62
111 2025-01-29 Beautiful stylish love design love beautiful. 14
112 2025-01-29 Decent decent average decent okay okay. 96
113 2025-01-29 Delayed slow long delivery slow delayed late delayed. 24
114 2025-01-29 Boring ugly dislike boring plain design dislike plain. 16
115 2025-01-29 Average okay average. 96
116 2025-01-29 Average decent decent. 65
117 2025-01-29 Price reasonable fair reasonable. 77
118 2025-01-29 Average quality decent. 52
119 2025-01-29 Prompt quick fast. 50
120 2025-01-29 Loose tight fit loose fit. 38
121 2025-01-29 Delivery slow late late. 50
122 2025-01-29 Reasonable price okay reasonable price reasonable. 69
123 2025-01-29 Quality durable durable durable. 5
124 2025-01-29 Decent okay okay. 66
125 2025-01-29 Delivery prompt on time prompt quick delivery. 6
126 2025-01-29 Reasonable okay fair price fair. 50
127 2025-01-29 Average decent decent decent decent. 71
128 2025-01-29 Average response service average okay response. 41
129 2025-01-29 Fair price price okay. 63
130 2025-01-29 Fit true comfortable perfect true. 14
131 2025-01-29 Okay average decent average decent okay okay average. 28
132 2025-01-29 Service helpful support friendly support quick friendly service. 32
133 2025-01-29 Price value price worth worth affordable price. 93
134 2025-01-29 Bad bad poor bad. 26
135 2025-01-29 Long late late late long delivery delayed. 35
136 2025-01-29 Okay reasonable reasonable fair okay okay. 28
137 2025-01-29 Tight fit tight tight tight. 37
138 2025-01-29 Excellent quality durable durable material durable. 56
139 2025-01-29 Support quick quick helpful quick. 96
140 2025-01-29 Prompt quick fast. 26
141 2025-01-29 Average average average design okay design simple design. 54
142 2025-01-29 Excellent great excellent quality material great excellent. 32
143 2025-01-29 Fair reasonable fair fair reasonable price okay. 67
144 2025-01-29 Overpriced price overpriced price. 85
145 2025-01-29 Decent quality average quality okay average decent. 65
146 2025-01-29 Quality bad quality bad ripped ripped poor. 9
147 2025-01-29 Wrong tight tight uncomfortable tight. 4
148 2025-01-29 Costly costly costly high price costly costly. 73
149 2025-01-29 Decent quality decent average decent. 96
150 2025-01-29 Quality quality material quality material material quality quality. 37
151 2025-01-29 Bad service bad rude service bad bad service. 12
152 2025-01-29 Rude slow bad slow service. 30
153 2025-01-29 Delivery delivery standard. 46
154 2025-01-29 Design love beautiful love love cool. 99
155 2025-01-29 Size fit true true. 87
156 2025-01-29 Size perfect true size true comfortable true comfortable. 51
157 2025-01-29 On Time on time prompt fast. 55
158 2025-01-29 Fit okay fit decent. 14
159 2025-01-29 Affordable worth worth price price. 28
160 2025-01-29 Average okay decent average okay quality. 7
161 2025-01-29 Expensive overpriced overpriced. 4
162 2025-01-29 Slow long delivery late delayed late delayed delayed. 28
163 2025-01-29 Late long late late delivery late delayed delayed. 46
164 2025-01-29 Prompt fast quick prompt fast. 67
165 2025-01-29 Overpriced costly expensive high price. 75
166 2025-01-29 Fair reasonable price reasonable. 44
167 2025-01-29 Quick friendly support friendly. 1
168 2025-01-29 Quick prompt delivery prompt. 26
169 2025-01-29 Average fit decent average. 94
170 2025-01-29 Durable excellent durable quality. 35
171 2025-01-29 Size true size fit. 35
172 2025-01-29 Price reasonable fair price. 25
173 2025-01-29 Excellent material great material great. 42
174 2025-01-29 Loose fit wrong wrong fit loose tight. 26
175 2025-01-29 Ugly plain design dislike boring dislike. 68
176 2025-01-29 Ugly plain ugly plain plain design ugly ugly. 19
177 2025-01-29 Good good worth good price. 10
178 2025-01-29 Stylish love love stylish design cool design. 73
179 2025-01-29 Disappointed disappointed disappointed bad ripped poor bad ripped. 37
180 2025-01-29 Okay okay simple okay okay. 5
181 2025-01-29 Good good worth affordable value price worth. 71
182 2025-01-29 Average fit average average. 22
183 2025-01-29 Cool love cool beautiful stylish cool love. 46
184 2025-01-29 Decent average average decent quality quality average. 89
185 2025-01-29 Helpful friendly quick friendly quick helpful friendly. 45
186 2025-01-29 Average response service average service okay response. 11
187 2025-01-29 Long delayed long delivery. 89
188 2025-01-29 High expensive price costly high costly overpriced. 12
189 2025-01-29 Okay service okay okay average service. 61
190 2025-01-29 Standard average okay okay average standard okay. 81
191 2025-01-29 Average okay response okay response service average. 88
192 2025-01-29 High high overpriced costly price price overpriced price. 96
193 2025-01-29 Rude service slow service bad. 59
194 2025-01-29 Excellent durable durable material quality excellent great durable. 42
195 2025-01-29 Quality okay okay decent okay quality decent. 75
196 2025-01-29 Standard okay delivery okay delivery average standard. 99
197 2025-01-29 Dislike plain ugly. 67
198 2025-01-29 Average okay average average service. 4
199 2025-01-29 Service service helpful service service support helpful. 36
200 2025-01-29 Plain boring plain ugly. 71
201 2025-01-29 Durable material quality quality excellent durable material. 91
202 2025-01-29 Fit true fit true size perfect comfortable. 30
203 2025-01-29 Late delivery long delayed late late. 8
204 2025-01-29 Fit average fit. 50
205 2025-01-29 Fit fit tight loose fit uncomfortable fit fit. 28
206 2025-01-29 Average average okay. 77
207 2025-01-29 Average okay delivery standard okay. 39
208 2025-01-29 Disappointed bad poor bad disappointed poor quality disappointed. 40
209 2025-01-29 Prompt on time delivery fast prompt. 85
210 2025-01-29 Slow long long. 10
211 2025-01-29 Slow service service service unresponsive unresponsive. 22
212 2025-01-29 Ripped ripped bad ripped bad ripped quality. 0
213 2025-01-29 Delivery delivery delivery delivery average delivery. 45
214 2025-01-29 Delivery standard okay standard delivery okay delivery average. 20
215 2025-01-29 Perfect fit fit comfortable comfortable true perfect. 89
216 2025-01-29 Great durable excellent excellent. 35
217 2025-01-29 Comfortable comfortable fit comfortable fit fit. 53
218 2025-01-29 Tight uncomfortable uncomfortable tight loose loose. 86
219 2025-01-29 Boring dislike plain ugly plain. 56
220 2025-01-29 Reasonable price okay fair. 0
221 2025-01-29 True comfortable perfect size fit size size size. 62
222 2025-01-29 Unresponsive service unresponsive. 53
223 2025-01-29 Okay delivery standard average okay average okay. 54
224 2025-01-29 Average decent decent quality quality. 39
225 2025-01-29 Price costly expensive expensive overpriced overpriced costly. 14
226 2025-01-29 Service helpful friendly quick service service helpful helpful. 20
227 2025-01-29 Quick friendly friendly. 46
228 2025-01-29 Average okay standard standard average. 72
229 2025-01-29 Excellent excellent great. 52
230 2025-01-29 Bad disappointed bad ripped. 8
231 2025-01-29 Friendly support quick helpful. 73
232 2025-01-29 Bad service bad. 51
233 2025-01-29 Prompt on time quick. 56
234 2025-01-29 Love stylish cool beautiful stylish stylish cool. 25
235 2025-01-29 Excellent great durable durable. 40
236 2025-01-29 Design dislike dislike ugly plain plain design. 34
237 2025-01-29 Okay average okay design design. 62
238 2025-01-29 Price high expensive price. 24
239 2025-01-29 Value affordable worth value worth affordable price price. 89
240 2025-01-29 Fast quick quick. 74
241 2025-01-29 Boring ugly design. 37
242 2025-01-29 Fit fit fit comfortable perfect. 1
243 2025-01-29 Ripped ripped bad disappointed ripped poor. 6
244 2025-01-29 Delayed slow long long delivery delivery late delivery. 81
245 2025-01-29 Size fit fit fit fit perfect fit size. 90
246 2025-01-29 Fit tight fit tight uncomfortable uncomfortable. 33
247 2025-01-29 Helpful service quick. 90
248 2025-01-29 Size fit fit fit true fit fit. 16
249 2025-01-29 Slow long late late. 42
250 2025-01-29 Simple simple okay okay design. 58
251 2025-01-29 Service slow bad service unresponsive unresponsive. 50
252 2025-01-29 Delivery quick quick on time prompt delivery fast. 53
253 2025-01-29 Wrong wrong fit uncomfortable fit wrong tight. 23
254 2025-01-29 Okay okay fit decent fit okay. 24
255 2025-01-29 Bad service service bad slow service bad. 70
256 2025-01-29 Expensive price expensive price costly high overpriced. 51
257 2025-01-29 Durable durable material great great great. 69
258 2025-01-29 Design average simple okay simple average design average. 87
259 2025-01-29 Service friendly support friendly. 32
260 2025-01-29 Decent average average okay okay okay. 48
261 2025-01-29 Uncomfortable tight wrong uncomfortable tight. 28
262 2025-01-29 Good affordable price good affordable good. 62
263 2025-01-29 Quality durable material excellent. 21
264 2025-01-29 Okay price price price. 25
265 2025-01-29 Okay okay okay design. 27
266 2025-01-29 Great durable great quality great quality quality excellent. 84
267 2025-01-29 Okay service service average service. 48
268 2025-01-29 Fit perfect perfect true size. 70
269 2025-01-29 Average okay design average okay simple. 80
270 2025-01-29 Delivery delivery late delayed delayed delayed. 83
271 2025-01-29 Design okay design average. 48
272 2025-01-29 Response average response average okay. 19
273 2025-01-29 Ripped poor quality bad. 85
274 2025-01-29 Boring plain dislike ugly dislike. 91
275 2025-01-29 Service rude bad unresponsive. 62
276 2025-01-29 Late slow slow. 60
277 2025-01-29 Value price affordable good. 48
278 2025-01-29 Uncomfortable tight loose uncomfortable tight fit. 70
279 2025-01-29 Design design design ugly design plain boring. 0
280 2025-01-29 Okay okay average okay average. 95
281 2025-01-29 Beautiful beautiful stylish stylish love stylish cool. 12
282 2025-01-29 Cool love stylish love design. 93
283 2025-01-29 Ripped ripped disappointed ripped quality. 86
284 2025-01-29 Stylish stylish design cool. 50
285 2025-01-29 Value worth good price good. 55
286 2025-01-29 High overpriced overpriced costly high costly expensive. 82
287 2025-01-29 Average okay okay average okay. 61
288 2025-01-29 Prompt prompt delivery. 31
289 2025-01-29 Fit true size size comfortable comfortable true. 29
290 2025-01-29 Design average okay design. 28
291 2025-01-29 Decent decent decent decent okay. 48
292 2025-01-29 Ripped disappointed ripped bad quality. 44
293 2025-01-29 Great excellent durable great excellent. 92
294 2025-01-29 Quick fast quick fast. 29
295 2025-01-29 Delivery delivery on time quick fast prompt. 15
296 2025-01-29 Fair okay price fair fair reasonable price. 39
297 2025-01-29 Quality great material material. 18
298 2025-01-29 Quality okay decent decent quality decent quality. 17
299 2025-01-29 Comfortable perfect perfect size. 0
300 2025-01-29 Tight fit wrong uncomfortable wrong. 77
301 2025-01-29 Decent fit average. 46
302 2025-01-29 Service okay response average okay okay response average. 65
303 2025-01-29 Love design stylish stylish design. 91
304 2025-01-29 Good affordable value affordable. 93
305 2025-01-29 Decent okay okay average okay fit. 37
306 2025-01-29 Love design beautiful love design. 50
307 2025-01-29 Decent okay average quality. 62
308 2025-01-29 Cool cool cool cool beautiful. 3
309 2025-01-29 Rude bad rude slow. 0
310 2025-01-29 Standard average standard average standard standard standard. 7
311 2025-01-29 Friendly friendly helpful support. 28
312 2025-01-29 Reasonable fair okay okay. 54
313 2025-01-29 Simple simple design okay design. 2
314 2025-01-29 Expensive overpriced expensive high costly overpriced. 31
315 2025-01-29 Comfortable fit comfortable perfect comfortable size size. 9
316 2025-01-29 Rude rude service unresponsive slow. 73
317 2025-01-29 Size fit perfect true true. 82
318 2025-01-29 Ugly dislike ugly dislike ugly. 33
319 2025-01-29 Prompt fast fast on time delivery. 96
320 2025-01-29 Service quick service service quick service helpful. 86
321 2025-01-29 Service okay okay okay average. 54
322 2025-01-29 Slow slow unresponsive slow bad. 91
323 2025-01-29 Beautiful design cool cool. 31
324 2025-01-29 Plain ugly ugly design ugly boring ugly. 49
325 2025-01-29 Worth worth good price worth worth. 6
326 2025-01-29 Poor disappointed bad disappointed disappointed bad. 92
327 2025-01-29 Size true true true. 7
328 2025-01-29 Durable durable great quality. 64
329 2025-01-29 Loose fit wrong loose. 56
330 2025-01-29 Average okay okay fit average. 66
331 2025-01-29 Value good affordable value value affordable worth. 87
332 2025-01-29 Fit tight loose wrong tight tight wrong. 86
333 2025-01-29 Costly costly costly high. 58
334 2025-01-29 Response response okay okay. 71
335 2025-01-29 Delivery average standard standard okay average. 53
336 2025-01-29 Stylish love stylish cool beautiful stylish. 66
337 2025-01-29 Rude unresponsive unresponsive slow service service bad bad. 50
338 2025-01-29 Service support helpful helpful. 96
339 2025-01-29 Decent quality average quality average. 91
340 2025-01-29 Quality average okay decent average decent quality average. 7
341 2025-01-29 Design plain boring boring plain ugly design. 33
342 2025-01-29 Okay average average average okay decent. 34
343 2025-01-29 Comfortable size size comfortable fit. 95
344 2025-01-29 Great durable durable great. 87
345 2025-01-29 Delivery prompt prompt prompt quick quick. 77
346 2025-01-29 Late long long delivery late. 31
347 2025-01-29 Size true perfect true comfortable. 45
348 2025-01-29 Cool love beautiful cool beautiful design cool. 15
349 2025-01-29 Plain design dislike plain plain ugly. 67
350 2025-01-29 Okay simple average simple design simple design. 36
351 2025-01-29 True size size perfect size size. 53
352 2025-01-29 Average okay average average decent average fit. 84
353 2025-01-29 Worth worth price worth affordable affordable price. 13
354 2025-01-29 Service okay service. 94
355 2025-01-29 Great great great material material quality excellent durable. 54
356 2025-01-29 Delivery delivery okay delivery standard standard okay. 47
357 2025-01-29 Durable material great quality excellent durable. 81
358 2025-01-29 Delayed long late late. 6
359 2025-01-29 Okay okay price reasonable. 73
360 2025-01-29 Quality average average. 6
361 2025-01-29 Loose loose fit tight. 32
362 2025-01-29 Quick fast delivery. 22
363 2025-01-29 Rude slow rude unresponsive bad unresponsive rude. 84
364 2025-01-29 Service unresponsive service. 18
365 2025-01-29 Fit fit true true perfect. 18
366 2025-01-29 Okay decent decent quality quality average decent. 35
367 2025-01-29 Average okay delivery average standard standard average. 28
368 2025-01-29 Excellent material material great. 59
369 2025-01-29 Great excellent great material durable. 81
370 2025-01-29 Comfortable size comfortable fit comfortable true. 1
371 2025-01-29 Size perfect fit perfect. 0
372 2025-01-29 Ugly ugly dislike plain design plain. 46
373 2025-01-29 Price value price affordable. 68
374 2025-01-29 Slow long delivery delivery long delayed slow. 19
375 2025-01-29 Value affordable good value. 10
376 2025-01-29 Disappointed ripped bad poor bad bad. 1
377 2025-01-29 Service service unresponsive rude. 66
378 2025-01-29 Service service service response okay average okay. 86
379 2025-01-29 Design stylish beautiful design design beautiful stylish. 11
380 2025-01-29 Bad bad quality disappointed quality. 19
381 2025-01-29 Disappointed disappointed quality. 4
382 2025-01-29 Quality okay average decent average quality quality okay. 36
383 2025-01-29 Boring design plain ugly boring design plain. 37
384 2025-01-29 Poor ripped ripped bad quality bad. 93
385 2025-01-29 Fair reasonable price price okay price. 8
386 2025-01-29 Quality durable durable great quality. 97
387 2025-01-29 Bad disappointed quality bad disappointed disappointed bad disappointed. 52
388 2025-01-29 Average average okay okay. 43
389 2025-01-29 Great great quality quality durable material material. 98
390 2025-01-29 Delivery prompt delivery delivery. 85
391 2025-01-29 Design average simple simple average okay. 23
392 2025-01-29 Boring boring design dislike boring design. 80
393 2025-01-29 Price good price affordable. 73
394 2025-01-29 Cool love design cool stylish. 29
395 2025-01-29 Plain boring dislike ugly design plain plain. 58
396 2025-01-29 Average response okay. 86
397 2025-01-29 Excellent material excellent durable. 95
398 2025-01-29 Delivery prompt delivery on time quick on time. 80
399 2025-01-29 Fast fast quick on time fast on time delivery on time. 80
400 2025-01-29 Worth good affordable good value value price. 13
401 2025-01-29 Design dislike design boring boring plain. 8
402 2025-01-29 Excellent excellent material durable. 39
403 2025-01-29 Service response service okay. 65
404 2025-01-29 Slow bad unresponsive rude service. 24
405 2025-01-29 Rude unresponsive slow service slow slow rude unresponsive. 72
406 2025-01-29 Standard average average delivery okay okay. 21
407 2025-01-29 Overpriced costly high costly expensive price high. 3
408 2025-01-29 Size fit size perfect fit size comfortable. 25
409 2025-01-29 Prompt on time fast quick. 57
410 2025-01-29 Slow delivery long long late late long. 28
411 2025-01-29 Value affordable affordable price value price. 97
412 2025-01-29 Quality average okay. 86
413 2025-01-29 Design cool design beautiful cool cool design. 36
414 2025-01-29 Slow delivery delivery long late. 74
415 2025-01-29 Fair okay reasonable reasonable price. 69
416 2025-01-29 Late long slow delivery. 17
417 2025-01-29 Slow delayed late long long long late. 84
418 2025-01-29 Unresponsive service bad rude bad bad. 41
419 2025-01-29 Average average average delivery okay standard average average. 99
420 2025-01-29 Fair price fair fair. 40
421 2025-01-29 Helpful service friendly quick service service friendly friendly. 37
422 2025-01-29 Prompt delivery fast on time on time quick quick. 33
423 2025-01-29 Wrong fit uncomfortable uncomfortable wrong uncomfortable tight. 16
424 2025-01-29 Okay service average average. 36
425 2025-01-29 Great material material material quality excellent quality. 24
426 2025-01-29 Design plain ugly plain plain. 75
427 2025-01-29 Poor ripped disappointed ripped disappointed quality poor disappointed. 86
428 2025-01-29 Excellent durable quality durable. 85
429 2025-01-29 Slow bad service unresponsive. 84
430 2025-01-29 Plain boring plain ugly boring dislike dislike. 26
431 2025-01-29 Dislike plain design ugly ugly plain ugly. 56
432 2025-01-29 Price okay fair fair fair okay reasonable fair. 30
433 2025-01-29 Price price okay okay price okay price. 5
434 2025-01-29 Decent average quality quality decent okay average. 90
435 2025-01-29 Expensive price expensive overpriced. 39
436 2025-01-29 Perfect size fit true fit perfect perfect. 97
437 2025-01-29 Okay fair okay reasonable reasonable okay. 11
438 2025-01-29 Worth value affordable affordable price. 52
439 2025-01-29 Support friendly quick quick. 70
440 2025-01-29 Okay service response average service service service. 9
441 2025-01-29 Price value good good affordable price. 44
442 2025-01-29 Ugly plain dislike dislike ugly boring plain design. 16
443 2025-01-29 Loose fit uncomfortable loose wrong uncomfortable. 25
444 2025-01-29 Plain design ugly. 84
445 2025-01-29 Boring ugly ugly plain design dislike. 91
446 2025-01-29 Great durable material excellent great material material excellent. 61
447 2025-01-29 Poor disappointed disappointed. 45
448 2025-01-29 Slow long slow delayed long. 63
449 2025-01-29 Disappointed ripped bad poor. 1
450 2025-01-29 Service friendly service support. 53
451 2025-01-29 Worth good affordable. 64
452 2025-01-29 Service helpful support support friendly friendly support friendly. 50
453 2025-01-29 Bad poor quality. 52
454 2025-01-29 Delivery average okay average average. 35
455 2025-01-29 Beautiful stylish love beautiful stylish cool. 25
456 2025-01-29 Quick support friendly helpful friendly friendly. 28
457 2025-01-29 Okay decent average okay okay average average. 20
458 2025-01-29 Simple design average okay simple simple. 10
459 2025-01-29 Late delivery delivery late delayed delayed. 39
460 2025-01-29 Response average average service response average. 10
461 2025-01-29 Slow delayed delivery slow late long long. 35
462 2025-01-29 Design boring design dislike ugly. 58
463 2025-01-29 Standard average average okay average okay okay. 38
464 2025-01-29 Fair okay okay price fair okay price. 98
465 2025-01-29 Okay fair reasonable. 53
466 2025-01-29 Okay average okay standard average. 97
467 2025-01-29 Size true true size. 54
468 2025-01-29 Slow slow slow unresponsive unresponsive slow. 23
469 2025-01-29 Standard average delivery okay average standard. 21
470 2025-01-29 Price fair fair fair fair okay okay. 68
471 2025-01-29 Okay okay decent decent average quality quality. 55
472 2025-01-29 Design ugly ugly ugly boring. 32
473 2025-01-29 Durable material excellent material. 35
474 2025-01-29 Slow slow late delayed delayed delayed. 19
475 2025-01-29 Fast fast quick on time prompt prompt quick. 82
476 2025-01-29 Durable quality great excellent excellent. 98
477 2025-01-29 Fit fit size perfect size. 80
478 2025-01-29 Fit loose fit tight wrong fit wrong. 61
479 2025-01-29 Affordable good value affordable affordable. 97
480 2025-01-29 Plain dislike ugly dislike. 72
481 2025-01-29 Decent decent okay fit okay fit. 25
482 2025-01-29 Delayed long delayed delivery slow long delivery. 65
483 2025-01-29 Decent average decent okay average. 72
484 2025-01-29 Helpful support helpful service friendly. 72
485 2025-01-29 Plain design dislike design plain dislike ugly. 39
486 2025-01-29 Loose tight tight uncomfortable tight. 16
487 2025-01-29 Service average response average. 0
488 2025-01-29 Worth good good worth worth good. 88
489 2025-01-29 On Time fast fast delivery on time on time delivery. 60
490 2025-01-29 Excellent quality material great durable quality. 42
491 2025-01-29 Dislike design dislike design design. 41
492 2025-01-29 Boring ugly boring boring ugly ugly. 24
493 2025-01-29 Okay okay okay. 38
494 2025-01-29 Tight wrong fit uncomfortable wrong wrong tight. 34
495 2025-01-29 Overpriced expensive overpriced overpriced high expensive high. 2
496 2025-01-29 Delayed long delayed long slow late delivery. 43
497 2025-01-29 Average average decent quality okay okay average. 50
498 2025-01-29 Okay fair price price fair price fair. 93
499 2025-01-29 Average simple simple simple. 97
500 2025-01-29 Long slow slow late delayed delivery. 11