-
-
Notifications
You must be signed in to change notification settings - Fork 23
/
Copy pathvideo_data.py
375 lines (369 loc) · 10.9 KB
/
video_data.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
from models.video import Video
# Video Database by Category
VIDEO_DATABASE = {
"electronics": {
"video_123": {
"title": "iPhone 15 Pro Review",
"category": "Smartphones",
"duration": "10:25",
"highlights": [
"Camera system demo",
"Performance benchmarks",
"Battery life test",
"Design overview"
],
"transcript_summary": "Detailed review of iPhone 15 Pro features...",
"key_features": [
"A17 Pro chip",
"48MP camera",
"Titanium design",
"USB-C port"
],
"price_range": "$999 - $1199"
},
"video_124": {
"title": "MacBook Pro M3 Analysis",
"category": "Laptops",
"duration": "15:30",
"highlights": [
"Performance tests",
"Display quality",
"Battery duration",
"Port selection"
],
"transcript_summary": "In-depth analysis of the new MacBook Pro...",
"key_features": [
"M3 chip",
"Mini-LED display",
"Up to 22hr battery",
"Multiple ports"
],
"price_range": "$1599 - $2499"
}
},
"fashion": {
"video_125": {
"title": "Nike Air Jordan Collection",
"category": "Sneakers",
"duration": "8:45",
"highlights": [
"Design showcase",
"Comfort testing",
"Style combinations",
"Size guide"
],
"transcript_summary": "Comprehensive review of Air Jordan lineup...",
"key_features": [
"Air cushioning",
"Premium materials",
"Iconic design",
"Multiple colorways"
],
"price_range": "$180 - $200"
}
},
# Add other categories...
"beauty": {
"video_126": {
"title": "Summer Makeup Tutorial",
"category": "Makeup",
"duration": "12:15",
"highlights": [
"Product application",
"Techniques demo",
"Wear test",
"Product reviews"
],
"transcript_summary": "Step-by-step summer makeup guide...",
"key_features": [
"Waterproof products",
"Natural look",
"Long-lasting",
"SPF protection"
],
"price_range": "$20 - $150"
}
}
}
# Sample Videos
sample_videos = [
# Electronics - Smartphones
Video(
title="Samsung Galaxy S24 Ultra Features",
category="Electronics",
subcategory="Smartphones",
duration="11:40",
views="1.2M",
highlights=[
"Camera zoom comparison",
"Gaming performance test",
"Battery endurance",
"New design elements"
],
transcript_summary="Overview of the features and improvements in Samsung Galaxy S24 Ultra...",
key_features=[
"200MP camera",
"Snapdragon 8 Gen 3",
"5000mAh battery",
"120Hz AMOLED display"
],
price_range="$1199 - $1399"
),
Video(
title="Google Pixel 8 Pro Review",
category="Electronics",
subcategory="Smartphones",
duration="9:30",
views="900K",
highlights=[
"AI camera capabilities",
"Real-world performance test",
"Software features",
"Sustainability highlights"
],
transcript_summary="A comprehensive review of Google Pixel 8 Pro...",
key_features=[
"Tensor G3 chip",
"Real Tone photography",
"7-year updates",
"Recycled materials"
],
price_range="$999 - $1099"
),
# Fashion - Sneakers
Video(
title="Adidas Ultraboost 23 Review",
category="Fashion",
subcategory="Sneakers",
duration="7:50",
views="500K",
highlights=[
"Comfort analysis",
"Performance for running",
"Material durability test",
"Style versatility"
],
transcript_summary="In-depth review of the new Adidas Ultraboost 23...",
key_features=[
"Boost midsole technology",
"Primeknit upper",
"Lightweight design",
"Eco-friendly materials"
],
price_range="$180 - $220"
),
Video(
title="Gucci Fall Collection 2025",
category="Fashion",
subcategory="Clothing",
duration="15:20",
views="2.3M",
highlights=[
"Runway looks",
"Fabric details",
"Seasonal colors",
"Styling tips"
],
transcript_summary="Showcase of Gucci's Fall Collection 2025...",
key_features=[
"Luxury fabrics",
"Bold patterns",
"Exclusive designs",
"Seasonal accessories"
],
price_range="$500 - $5000"
),
# Beauty - Skincare and Makeup
Video(
title="Winter Skincare Routine",
category="Beauty",
subcategory="Skincare",
duration="10:15",
views="800K",
highlights=[
"Product recommendations",
"Application techniques",
"Hydration tips",
"SPF for winter"
],
transcript_summary="Detailed guide for maintaining healthy skin during winter...",
key_features=[
"Moisturizing creams",
"SPF 50 sunscreen",
"Soothing serums",
"Gentle exfoliation"
],
price_range="$15 - $100"
),
Video(
title="Evening Glam Makeup Tutorial",
category="Beauty",
subcategory="Makeup",
duration="13:45",
views="1.1M",
highlights=[
"Step-by-step guide",
"Product choices",
"Blending techniques",
"Finishing touches"
],
transcript_summary="A tutorial to achieve a flawless evening glam look...",
key_features=[
"Smokey eyeshadow",
"Long-lasting foundation",
"Bold lipsticks",
"Highlighter application"
],
price_range="$25 - $200"
)
]
# Video Listings
video_listings = [
{"title": "Samsung Galaxy S24 Ultra Features", "views": "1.2M", "rating": 4.8, "platform": "YouTube"},
{"title": "Google Pixel 8 Pro Review", "views": "900K", "rating": 4.7, "platform": "Instagram"},
{"title": "Adidas Ultraboost 23 Review", "views": "500K", "rating": 4.5, "platform": "Twitter"},
{"title": "Gucci Fall Collection 2025", "views": "2.3M", "rating": 4.9, "platform": "YouTube"},
{"title": "Winter Skincare Routine", "views": "800K", "rating": 4.6, "platform": "Instagram"},
{"title": "Evening Glam Makeup Tutorial", "views": "1.1M", "rating": 4.8, "platform": "Twitter"},
]
# Video Analytics
video_analytics = [
{
"title": "Samsung Galaxy S24 Ultra Features",
"engagement": {
"views": "1.2M",
"likes": "50K",
"comments": "3.2K",
"average_watch_time": "8:30"
},
"audience": {
"demographics": {
"18-24": "30%",
"25-34": "45%",
"35-44": "15%",
"45+": "10%"
},
"top_regions": ["US", "UK", "Canada", "Australia"]
},
"performance": {
"retention_rate": "68%",
"click_through_rate": "4.2%",
"conversion_rate": "2.8%"
}
},
{
"title": "Google Pixel 8 Pro Review",
"engagement": {
"views": "900K",
"likes": "40K",
"comments": "2.5K",
"average_watch_time": "7:50"
},
"audience": {
"demographics": {
"18-24": "28%",
"25-34": "50%",
"35-44": "12%",
"45+": "10%"
},
"top_regions": ["US", "India", "Germany", "UK"]
},
"performance": {
"retention_rate": "72%",
"click_through_rate": "4.5%",
"conversion_rate": "3.0%"
}
},
{
"title": "Adidas Ultraboost 23 Review",
"engagement": {
"views": "500K",
"likes": "20K",
"comments": "1.1K",
"average_watch_time": "6:10"
},
"audience": {
"demographics": {
"18-24": "35%",
"25-34": "40%",
"35-44": "15%",
"45+": "10%"
},
"top_regions": ["US", "Canada", "UK", "Australia"]
},
"performance": {
"retention_rate": "60%",
"click_through_rate": "3.8%",
"conversion_rate": "2.5%"
}
},
{
"title": "Gucci Fall Collection 2025",
"engagement": {
"views": "500K",
"likes": "20K",
"comments": "1.1K",
"average_watch_time": "6:10"
},
"audience": {
"demographics": {
"18-24": "35%",
"25-34": "40%",
"35-44": "15%",
"45+": "10%"
},
"top_regions": ["US", "Canada", "UK", "Australia"]
},
"performance": {
"retention_rate": "60%",
"click_through_rate": "3.8%",
"conversion_rate": "2.5%"
}
},
{
"title": "Winter Skincare Routine",
"engagement": {
"views": "500K",
"likes": "20K",
"comments": "1.1K",
"average_watch_time": "6:10"
},
"audience": {
"demographics": {
"18-24": "35%",
"25-34": "40%",
"35-44": "15%",
"45+": "10%"
},
"top_regions": ["US", "Canada", "UK", "Australia"]
},
"performance": {
"retention_rate": "60%",
"click_through_rate": "3.8%",
"conversion_rate": "2.5%"
}
},
{
"title": "Evening Glam Makeup Tutorial",
"engagement": {
"views": "500K",
"likes": "20K",
"comments": "1.1K",
"average_watch_time": "6:10"
},
"audience": {
"demographics": {
"18-24": "35%",
"25-34": "40%",
"35-44": "15%",
"45+": "10%"
},
"top_regions": ["US", "Canada", "UK", "Australia"]
},
"performance": {
"retention_rate": "60%",
"click_through_rate": "3.8%",
"conversion_rate": "2.5%"
}
}
]