chintu67/karma_fraud_detector
0
1[
2 {
3 "user_id": "suspicious_0010",
4 "account_age_days": 959,
5 "karma_log": [
6 {
7 "activity_id": "act_s_suspicious_0010_p0",
8 "type": "post_created",
9 "content": "Interesting!",
10 "timestamp": "2025-06-20T21:08:07.598744Z"
11 },
12 {
13 "activity_id": "act_s_suspicious_0010_c0",
14 "type": "comment",
15 "content": "Viral vibes!",
16 "timestamp": "2025-06-20T15:10:00.241778Z"
17 },
18 {
19 "activity_id": "act_s_suspicious_0010_c1",
20 "type": "comment",
21 "content": "Clear and concise.",
22 "timestamp": "2025-06-19T11:34:28.742754Z"
23 },
24 {
25 "activity_id": "act_s_suspicious_0010_c2",
26 "type": "comment",
27 "content": "Clear and concise.",
28 "timestamp": "2025-06-19T09:40:27.172561Z"
29 },
30 {
31 "activity_id": "act_s_suspicious_0010_u0",
32 "type": "upvote_received",
33 "from_user": "usr_2567",
34 "from_user_age_days": 45,
35 "timestamp": "2025-06-17T11:56:58.011530Z"
36 },
37 {
38 "activity_id": "act_s_suspicious_0010_us0",
39 "type": "upvote_sent",
40 "to_user": "usr_6929",
41 "to_user_age_days": 99,
42 "timestamp": "2025-06-17T11:56:58.011530Z"
43 },
44 {
45 "activity_id": "act_s_suspicious_0010_u1",
46 "type": "upvote_received",
47 "from_user": "usr_4409",
48 "from_user_age_days": 89,
49 "timestamp": "2025-06-16T19:32:44.730901Z"
50 },
51 {
52 "activity_id": "act_s_suspicious_0010_us1",
53 "type": "upvote_sent",
54 "to_user": "usr_5528",
55 "to_user_age_days": 8,
56 "timestamp": "2025-06-16T19:32:44.730901Z"
57 },
58 {
59 "activity_id": "act_s_suspicious_0010_u2",
60 "type": "upvote_received",
61 "from_user": "usr_8772",
62 "from_user_age_days": 44,
63 "timestamp": "2025-06-16T03:49:27.967027Z"
64 },
65 {
66 "activity_id": "act_s_suspicious_0010_us2",
67 "type": "upvote_sent",
68 "to_user": "usr_9151",
69 "to_user_age_days": 24,
70 "timestamp": "2025-06-16T03:49:27.967027Z"
71 }
72 ],
73 "label": "suspicious"
74 },
75 {
76 "user_id": "normal_0008",
77 "account_age_days": 740,
78 "karma_log": [
79 {
80 "activity_id": "act_n_normal_0008_p0",
81 "type": "post_created",
82 "content": "Exploring the latest tech trends in AI.",
83 "timestamp": "2025-06-19T15:23:44.028271Z"
84 },
85 {
86 "activity_id": "act_n_normal_0008_c0",
87 "type": "comment",
88 "content": "Thanks for the update.",
89 "timestamp": "2025-06-18T15:38:59.132108Z"
90 },
91 {
92 "activity_id": "act_n_normal_0008_c1",
93 "type": "comment",
94 "content": "Well explained.",
95 "timestamp": "2025-06-16T07:18:59.216141Z"
96 },
97 {
98 "activity_id": "act_n_normal_0008_u0",
99 "type": "upvote_received",
100 "from_user": "usr_6425",
101 "from_user_age_days": 304,
102 "timestamp": "2025-06-15T20:22:47.216226Z"
103 },
104 {
105 "activity_id": "act_n_normal_0008_us0",
106 "type": "upvote_sent",
107 "to_user": "usr_1452",
108 "to_user_age_days": 128,
109 "timestamp": "2025-06-15T20:22:47.216226Z"
110 },
111 {
112 "activity_id": "act_n_normal_0008_u1",
113 "type": "upvote_received",
114 "from_user": "usr_5279",
115 "from_user_age_days": 479,
116 "timestamp": "2025-06-10T23:42:17.868201Z"
117 },
118 {
119 "activity_id": "act_n_normal_0008_us1",
120 "type": "upvote_sent",
121 "to_user": "usr_3925",
122 "to_user_age_days": 604,
123 "timestamp": "2025-06-10T23:42:17.868201Z"
124 },
125 {
126 "activity_id": "act_n_normal_0008_u2",
127 "type": "upvote_received",
128 "from_user": "usr_1626",
129 "from_user_age_days": 165,
130 "timestamp": "2025-06-10T18:07:36.123005Z"
131 },
132 {
133 "activity_id": "act_n_normal_0008_us2",
134 "type": "upvote_sent",
135 "to_user": "usr_2776",
136 "to_user_age_days": 620,
137 "timestamp": "2025-06-10T18:07:36.123005Z"
138 },
139 {
140 "activity_id": "act_n_normal_0008_u3",
141 "type": "upvote_received",
142 "from_user": "usr_6663",
143 "from_user_age_days": 252,
144 "timestamp": "2025-05-28T18:04:05.391784Z"
145 },
146 {
147 "activity_id": "act_n_normal_0008_us3",
148 "type": "upvote_sent",
149 "to_user": "usr_6139",
150 "to_user_age_days": 456,
151 "timestamp": "2025-05-28T18:04:05.391784Z"
152 },
153 {
154 "activity_id": "act_n_normal_0008_u4",
155 "type": "upvote_received",
156 "from_user": "usr_9379",
157 "from_user_age_days": 340,
158 "timestamp": "2025-05-24T07:32:43.196982Z"
159 },
160 {
161 "activity_id": "act_n_normal_0008_us4",
162 "type": "upvote_sent",
163 "to_user": "usr_2894",
164 "to_user_age_days": 404,
165 "timestamp": "2025-05-24T07:32:43.196982Z"
166 },
167 {
168 "activity_id": "act_n_normal_0008_u5",
169 "type": "upvote_received",
170 "from_user": "usr_4114",
171 "from_user_age_days": 490,
172 "timestamp": "2025-05-23T15:35:40.174003Z"
173 },
174 {
175 "activity_id": "act_n_normal_0008_us5",
176 "type": "upvote_sent",
177 "to_user": "usr_5173",
178 "to_user_age_days": 55,
179 "timestamp": "2025-05-23T15:35:40.174003Z"
180 }
181 ],
182 "label": "normal"
183 },
184 {
185 "user_id": "fraudulent_0028",
186 "account_age_days": 4,
187 "karma_log": [
188 {
189 "activity_id": "act_f_fraudulent_0028_p0",
190 "type": "post_created",
191 "content": "No cap, up!",
192 "timestamp": "2025-06-20T22:39:02.287026Z"
193 },
194 {
195 "activity_id": "act_f_fraudulent_0028_c0",
196 "type": "comment",
197 "content": "Boost this post",
198 "timestamp": "2025-06-20T12:44:54.965856Z"
199 },
200 {
201 "activity_id": "act_f_fraudulent_0028_c1",
202 "type": "comment",
203 "content": "Karma plz!",
204 "timestamp": "2025-06-20T09:39:58.205717Z"
205 },
206 {
207 "activity_id": "act_f_fraudulent_0028_c2",
208 "type": "comment",
209 "content": "Karma needed ASAP!",
210 "timestamp": "2025-06-20T02:44:56.406162Z"
211 },
212 {
213 "activity_id": "act_f_fraudulent_0028_u0",
214 "type": "upvote_received",
215 "from_user": "usr_2730",
216 "from_user_age_days": 6,
217 "timestamp": "2025-06-20T01:34:56.678552Z"
218 },
219 {
220 "activity_id": "act_f_fraudulent_0028_us0",
221 "type": "upvote_sent",
222 "to_user": "usr_2730",
223 "to_user_age_days": 6,
224 "timestamp": "2025-06-20T01:01:56.678552Z"
225 },
226 {
227 "activity_id": "act_f_fraudulent_0028_u1",
228 "type": "upvote_received",
229 "from_user": "usr_7425",
230 "from_user_age_days": 4,
231 "timestamp": "2025-06-19T17:18:02.866146Z"
232 },
233 {
234 "activity_id": "act_f_fraudulent_0028_us1",
235 "type": "upvote_sent",
236 "to_user": "usr_7425",
237 "to_user_age_days": 4,
238 "timestamp": "2025-06-19T18:13:02.866146Z"
239 },
240 {
241 "activity_id": "act_f_fraudulent_0028_u2",
242 "type": "upvote_received",
243 "from_user": "usr_8600",
244 "from_user_age_days": 5,
245 "timestamp": "2025-06-19T17:35:26.061228Z"
246 },
247 {
248 "activity_id": "act_f_fraudulent_0028_us2",
249 "type": "upvote_sent",
250 "to_user": "usr_8600",
251 "to_user_age_days": 5,
252 "timestamp": "2025-06-19T16:42:26.061228Z"
253 },
254 {
255 "activity_id": "act_f_fraudulent_0028_u3",
256 "type": "upvote_received",
257 "from_user": "usr_3571",
258 "from_user_age_days": 3,
259 "timestamp": "2025-06-19T14:30:25.787472Z"
260 },
261 {
262 "activity_id": "act_f_fraudulent_0028_us3",
263 "type": "upvote_sent",
264 "to_user": "usr_3571",
265 "to_user_age_days": 3,
266 "timestamp": "2025-06-19T14:56:25.787472Z"
267 },
268 {
269 "activity_id": "act_f_fraudulent_0028_u4",
270 "type": "upvote_received",
271 "from_user": "usr_9727",
272 "from_user_age_days": 6,
273 "timestamp": "2025-06-18T19:24:34.307075Z"
274 },
275 {
276 "activity_id": "act_f_fraudulent_0028_us4",
277 "type": "upvote_sent",
278 "to_user": "usr_9727",
279 "to_user_age_days": 6,
280 "timestamp": "2025-06-18T20:13:34.307075Z"
281 },
282 {
283 "activity_id": "act_f_fraudulent_0028_u5",
284 "type": "upvote_received",
285 "from_user": "usr_3822",
286 "from_user_age_days": 2,
287 "timestamp": "2025-06-18T11:55:37.381639Z"
288 },
289 {
290 "activity_id": "act_f_fraudulent_0028_us5",
291 "type": "upvote_sent",
292 "to_user": "usr_3822",
293 "to_user_age_days": 2,
294 "timestamp": "2025-06-18T11:30:37.381639Z"
295 },
296 {
297 "activity_id": "act_f_fraudulent_0028_u6",
298 "type": "upvote_received",
299 "from_user": "usr_7850",
300 "from_user_age_days": 7,
301 "timestamp": "2025-06-18T08:04:19.248808Z"
302 },
303 {
304 "activity_id": "act_f_fraudulent_0028_us6",
305 "type": "upvote_sent",
306 "to_user": "usr_7850",
307 "to_user_age_days": 7,
308 "timestamp": "2025-06-18T08:31:19.248808Z"
309 }
310 ],
311 "label": "fraudulent"
312 },
313 {
314 "user_id": "fraudulent_0039",
315 "account_age_days": 471,
316 "karma_log": [
317 {
318 "activity_id": "act_f_fraudulent_0039_p0",
319 "type": "post_created",
320 "content": "Help me reach 1000 karma today!",
321 "timestamp": "2025-06-20T21:39:23.225034Z"
322 },
323 {
324 "activity_id": "act_f_fraudulent_0039_p1",
325 "type": "post_created",
326 "content": "Karma exchange, DM me now!",
327 "timestamp": "2025-06-20T09:46:12.633374Z"
328 },
329 {
330 "activity_id": "act_f_fraudulent_0039_c0",
331 "type": "comment",
332 "content": "Thanks!",
333 "timestamp": "2025-06-20T04:12:56.717460Z"
334 },
335 {
336 "activity_id": "act_f_fraudulent_0039_c1",
337 "type": "comment",
338 "content": "Boost this post",
339 "timestamp": "2025-06-20T00:06:21.032678Z"
340 },
341 {
342 "activity_id": "act_f_fraudulent_0039_c2",
343 "type": "comment",
344 "content": "Karma trade?",
345 "timestamp": "2025-06-19T23:31:03.401116Z"
346 },
347 {
348 "activity_id": "act_f_fraudulent_0039_u0",
349 "type": "upvote_received",
350 "from_user": "usr_8548",
351 "from_user_age_days": 10,
352 "timestamp": "2025-06-19T21:29:18.442095Z"
353 },
354 {
355 "activity_id": "act_f_fraudulent_0039_us0",
356 "type": "upvote_sent",
357 "to_user": "usr_8548",
358 "to_user_age_days": 10,
359 "timestamp": "2025-06-19T20:33:18.442095Z"
360 },
361 {
362 "activity_id": "act_f_fraudulent_0039_u1",
363 "type": "upvote_received",
364 "from_user": "usr_7532",
365 "from_user_age_days": 7,
366 "timestamp": "2025-06-19T18:11:15.145249Z"
367 },
368 {
369 "activity_id": "act_f_fraudulent_0039_us1",
370 "type": "upvote_sent",
371 "to_user": "usr_7532",
372 "to_user_age_days": 7,
373 "timestamp": "2025-06-19T17:28:15.145249Z"
374 },
375 {
376 "activity_id": "act_f_fraudulent_0039_u2",
377 "type": "upvote_received",
378 "from_user": "usr_4539",
379 "from_user_age_days": 10,
380 "timestamp": "2025-06-19T07:28:28.587796Z"
381 },
382 {
383 "activity_id": "act_f_fraudulent_0039_us2",
384 "type": "upvote_sent",
385 "to_user": "usr_4539",
386 "to_user_age_days": 10,
387 "timestamp": "2025-06-19T07:40:28.587796Z"
388 },
389 {
390 "activity_id": "act_f_fraudulent_0039_u3",
391 "type": "upvote_received",
392 "from_user": "usr_6389",
393 "from_user_age_days": 2,
394 "timestamp": "2025-06-19T03:50:09.023614Z"
395 },
396 {
397 "activity_id": "act_f_fraudulent_0039_us3",
398 "type": "upvote_sent",
399 "to_user": "usr_6389",
400 "to_user_age_days": 2,
401 "timestamp": "2025-06-19T03:31:09.023614Z"
402 },
403 {
404 "activity_id": "act_f_fraudulent_0039_u4",
405 "type": "upvote_received",
406 "from_user": "usr_1464",
407 "from_user_age_days": 8,
408 "timestamp": "2025-06-19T02:02:32.746598Z"
409 },
410 {
411 "activity_id": "act_f_fraudulent_0039_us4",
412 "type": "upvote_sent",
413 "to_user": "usr_1464",
414 "to_user_age_days": 8,
415 "timestamp": "2025-06-19T01:07:32.746598Z"
416 },
417 {
418 "activity_id": "act_f_fraudulent_0039_u5",
419 "type": "upvote_received",
420 "from_user": "usr_6875",
421 "from_user_age_days": 6,
422 "timestamp": "2025-06-18T06:41:27.637712Z"
423 },
424 {
425 "activity_id": "act_f_fraudulent_0039_us5",
426 "type": "upvote_sent",
427 "to_user": "usr_6875",
428 "to_user_age_days": 6,
429 "timestamp": "2025-06-18T06:18:27.637712Z"
430 }
431 ],
432 "label": "fraudulent"
433 },
434 {
435 "user_id": "suspicious_0047",
436 "account_age_days": 14,
437 "karma_log": [
438 {
439 "activity_id": "act_s_suspicious_0047_p0",
440 "type": "post_created",
441 "content": "Boost your karma instantly with this method.",
442 "timestamp": "2025-06-20T10:27:31.874567Z"
443 },
444 {
445 "activity_id": "act_s_suspicious_0047_c0",
446 "type": "comment",
447 "content": "Peak\ud83d\udcaf",
448 "timestamp": "2025-06-18T14:29:51.700108Z"
449 },
450 {
451 "activity_id": "act_s_suspicious_0047_c1",
452 "type": "comment",
453 "content": "Epic, more psl!\ud83d\udd25",
454 "timestamp": "2025-06-16T07:13:48.367147Z"
455 },
456 {
457 "activity_id": "act_s_suspicious_0047_c2",
458 "type": "comment",
459 "content": "Viral vibes!",
460 "timestamp": "2025-06-15T20:45:52.741811Z"
461 },
462 {
463 "activity_id": "act_s_suspicious_0047_c3",
464 "type": "comment",
465 "content": "Fire post!",
466 "timestamp": "2025-06-15T14:16:36.435909Z"
467 },
468 {
469 "activity_id": "act_s_suspicious_0047_c4",
470 "type": "comment",
471 "content": "Straight fire!",
472 "timestamp": "2025-06-14T01:52:49.168753Z"
473 },
474 {
475 "activity_id": "act_s_suspicious_0047_c5",
476 "type": "comment",
477 "content": "Truth, vote!",
478 "timestamp": "2025-06-13T18:10:07.455749Z"
479 },
480 {
481 "activity_id": "act_s_suspicious_0047_u0",
482 "type": "upvote_received",
483 "from_user": "usr_7260",
484 "from_user_age_days": 89,
485 "timestamp": "2025-06-12T00:39:44.796584Z"
486 },
487 {
488 "activity_id": "act_s_suspicious_0047_us0",
489 "type": "upvote_sent",
490 "to_user": "usr_5509",
491 "to_user_age_days": 82,
492 "timestamp": "2025-06-12T00:39:44.796584Z"
493 },
494 {
495 "activity_id": "act_s_suspicious_0047_u1",
496 "type": "upvote_received",
497 "from_user": "usr_2910",
498 "from_user_age_days": 5,
499 "timestamp": "2025-06-11T11:26:01.695399Z"
500 },
501 {
502 "activity_id": "act_s_suspicious_0047_us1",
503 "type": "upvote_sent",
504 "to_user": "usr_2353",
505 "to_user_age_days": 17,
506 "timestamp": "2025-06-11T11:26:01.695399Z"
507 },
508 {
509 "activity_id": "act_s_suspicious_0047_u2",
510 "type": "upvote_received",
511 "from_user": "usr_8856",
512 "from_user_age_days": 5,
513 "timestamp": "2025-06-10T09:00:12.355922Z"
514 },
515 {
516 "activity_id": "act_s_suspicious_0047_us2",
517 "type": "upvote_sent",
518 "to_user": "usr_5484",
519 "to_user_age_days": 90,
520 "timestamp": "2025-06-10T09:00:12.355922Z"
521 },
522 {
523 "activity_id": "act_s_suspicious_0047_u3",
524 "type": "upvote_received",
525 "from_user": "usr_8105",
526 "from_user_age_days": 2,
527 "timestamp": "2025-06-10T06:35:36.757628Z"
528 },
529 {
530 "activity_id": "act_s_suspicious_0047_us3",
531 "type": "upvote_sent",
532 "to_user": "usr_5888",
533 "to_user_age_days": 75,
534 "timestamp": "2025-06-10T06:35:36.757628Z"
535 },
536 {
537 "activity_id": "act_s_suspicious_0047_u4",
538 "type": "upvote_received",
539 "from_user": "usr_9806",
540 "from_user_age_days": 3,
541 "timestamp": "2025-06-09T07:07:35.522861Z"
542 },
543 {
544 "activity_id": "act_s_suspicious_0047_us4",
545 "type": "upvote_sent",
546 "to_user": "usr_4029",
547 "to_user_age_days": 53,
548 "timestamp": "2025-06-09T07:07:35.522861Z"
549 },
550 {
551 "activity_id": "act_s_suspicious_0047_u5",
552 "type": "upvote_received",
553 "from_user": "usr_9788",
554 "from_user_age_days": 2,
555 "timestamp": "2025-06-08T16:42:04.272541Z"
556 },
557 {
558 "activity_id": "act_s_suspicious_0047_us5",
559 "type": "upvote_sent",
560 "to_user": "usr_9684",
561 "to_user_age_days": 64,
562 "timestamp": "2025-06-08T16:42:04.272541Z"
563 }
564 ],
565 "label": "suspicious"
566 },
567 {
568 "user_id": "fraudulent_0004",
569 "account_age_days": 363,
570 "karma_log": [
571 {
572 "activity_id": "act_f_fraudulent_0004_p0",
573 "type": "post_created",
574 "content": "Truth, vote!",
575 "timestamp": "2025-06-20T21:37:03.182593Z"
576 },
577 {
578 "activity_id": "act_f_fraudulent_0004_p1",
579 "type": "post_created",
580 "content": "upvote train, hop on!",
581 "timestamp": "2025-06-20T20:48:33.975802Z"
582 },
583 {
584 "activity_id": "act_f_fraudulent_0004_c0",
585 "type": "comment",
586 "content": "Vote this up!\ud83d\udd25",
587 "timestamp": "2025-06-20T20:07:45.101496Z"
588 },
589 {
590 "activity_id": "act_f_fraudulent_0004_c1",
591 "type": "comment",
592 "content": "Need votes now!",
593 "timestamp": "2025-06-20T10:07:45.676675Z"
594 },
595 {
596 "activity_id": "act_f_fraudulent_0004_c2",
597 "type": "comment",
598 "content": "Karma plz!\ud83d\udc40",
599 "timestamp": "2025-06-20T08:44:03.251459Z"
600 },
601 {
602 "activity_id": "act_f_fraudulent_0004_c3",
603 "type": "comment",
604 "content": "Need karma fast",
605 "timestamp": "2025-06-20T03:27:38.261342Z"
606 },
607 {
608 "activity_id": "act_f_fraudulent_0004_u0",
609 "type": "upvote_received",
610 "from_user": "usr_4700",
611 "from_user_age_days": 2,
612 "timestamp": "2025-06-19T19:25:19.999386Z"
613 },
614 {
615 "activity_id": "act_f_fraudulent_0004_us0",
616 "type": "upvote_sent",
617 "to_user": "usr_4700",
618 "to_user_age_days": 2,
619 "timestamp": "2025-06-19T19:08:19.999386Z"
620 },
621 {
622 "activity_id": "act_f_fraudulent_0004_u1",
623 "type": "upvote_received",
624 "from_user": "usr_2356",
625 "from_user_age_days": 6,
626 "timestamp": "2025-06-19T14:58:41.684902Z"
627 },
628 {
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686 "type": "post_created",
687 "content": "Instant upvotes, just comment!",
688 "timestamp": "2025-06-20T21:39:34.739191Z"
689 },
690 {
691 "activity_id": "act_f_fraudulent_0003_p1",
692 "type": "post_created",
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695 },
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707 },
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713 },
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725 },
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814 },
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817 "type": "post_created",
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826 },
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836 "content": "Fair point.\ud83d\ude0a",
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838 },
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844 },
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849 "timestamp": "2025-06-08T03:52:03.248886Z"
850 },
851 {
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853 "type": "comment",
854 "content": "True that.",
855 "timestamp": "2025-06-05T23:52:53.291901Z"
856 },
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911 },
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917 },
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923 },
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926 "type": "comment",
927 "content": "Nice, again!...",
928 "timestamp": "2025-06-17T08:24:55.581289Z"
929 },
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935 },
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990 },
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993 "type": "comment",
994 "content": "Thanks!",
995 "timestamp": "2025-06-18T23:41:57.096354Z"
996 },
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998 "activity_id": "act_n_normal_0075_c1",
999 "type": "comment",
1000 "content": "Insightful post, learned something new.",
1001 "timestamp": "2025-06-14T21:36:31.294718Z"
1002 },
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1005 "type": "comment",
1006 "content": "Insane",
1007 "timestamp": "2025-06-14T19:09:10.620387Z"
1008 },
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1011 "type": "comment",
1012 "content": "Good find!",
1013 "timestamp": "2025-06-12T06:24:20.066572Z"
1014 },
1015 {
1016 "activity_id": "act_n_normal_0075_c4",
1017 "type": "comment",
1018 "content": "makes sense.",
1019 "timestamp": "2025-06-07T22:54:42.431421Z"
1020 },
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1071 "activity_id": "act_s_suspicious_0037_p0",
1072 "type": "post_created",
1073 "content": "You won't believe this hack for upvotes.",
1074 "timestamp": "2025-06-19T20:21:57.650763Z"
1075 },
1076 {
1077 "activity_id": "act_s_suspicious_0037_p1",
1078 "type": "post_created",
1079 "content": "Earn karma fast with this method!",
1080 "timestamp": "2025-06-19T06:17:20.781408Z"
1081 },
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1086 "timestamp": "2025-06-17T05:39:51.649250Z"
1087 },
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1090 "type": "comment",
1091 "content": "FACTS, UP!",
1092 "timestamp": "2025-06-17T00:59:05.282291Z"
1093 },
1094 {
1095 "activity_id": "act_s_suspicious_0037_c2",
1096 "type": "comment",
1097 "content": "Facts, up!",
1098 "timestamp": "2025-06-15T20:40:20.076972Z"
1099 },
1100 {
1101 "activity_id": "act_s_suspicious_0037_c3",
1102 "type": "comment",
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1104 "timestamp": "2025-06-14T00:58:16.834530Z"
1105 },
1106 {
1107 "activity_id": "act_s_suspicious_0037_c4",
1108 "type": "comment",
1109 "content": "Lit content!",
1110 "timestamp": "2025-06-11T03:31:44.276260Z"
1111 },
1112 {
1113 "activity_id": "act_s_suspicious_0037_c5",
1114 "type": "comment",
1115 "content": "Facts, up!",
1116 "timestamp": "2025-06-09T23:56:15.705557Z"
1117 },
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