trend_label string | platform string | region string | language string | category string | traffic_source string | device_brand string | creator_tier string | title_len int64 | text_richness float64 | like_rate float64 | comment_rate float64 | share_rate float64 | like_rate_log float64 | comment_rate_log float64 | share_rate_log float64 | views_per_day float64 | likes_per_day float64 | rel_like float64 | rel_share float64 | rel_combo float64 | like_hashtag_interaction float64 | share_hashtag_interaction float64 | platform_cat int64 | region_cat int64 | language_cat int64 | category_cat int64 | traffic_source_cat int64 | device_brand_cat int64 | creator_tier_cat int64 | richness_traffic_interaction float64 | weekend_hashtag_boost int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
stable | youtube | Africa | es | Food | search | samsung | nano | 2 | 1.999998 | 0.289997 | 0.094513 | 0.056675 | 0.25464 | 0.090309 | 0.055127 | 0.100745 | 0.029216 | 0.416757 | 0.153138 | 0.078339 | 0.289997 | 0.056675 | 1 | 0 | 3 | 3 | 4 | 5 | 3 | 9.99999 | 0 |
stable | youtube | Europe | it | Comedy | feed | apple | micro | 2 | 1.999998 | 0.112999 | 0.129973 | 0.092987 | 0.107058 | 0.122194 | 0.088914 | 0.096856 | 0.010945 | -0.438547 | 0.682306 | -0.147603 | 0.112999 | 0.092987 | 1 | 3 | 6 | 1 | 1 | 0 | 1 | 3.999996 | 0 |
stable | tiktok | Americas | en | Tech | search | google | micro | 2 | 1.999998 | 0.13331 | 0.164224 | 0.064086 | 0.125143 | 0.152055 | 0.062116 | 0.105712 | 0.014093 | -0.325985 | 0.152406 | -0.125939 | 0.13331 | 0.064086 | 0 | 1 | 2 | 9 | 4 | 1 | 1 | 9.99999 | 0 |
rising | tiktok | Americas | ar | Comedy | feed | huawei | mid | 2 | 1.999998 | 0.244464 | 0.061521 | 0.182443 | 0.218705 | 0.059703 | 0.167583 | 0.164765 | 0.040279 | 0.266724 | 2.56386 | 0.620729 | 0.244464 | 0.182443 | 0 | 1 | 0 | 1 | 1 | 2 | 2 | 3.999996 | 0 |
stable | tiktok | Americas | pt | Beauty | search | apple | nano | 2 | 1.999998 | 0.232942 | 0.026949 | 0.098327 | 0.209404 | 0.026592 | 0.093788 | 0.120411 | 0.028049 | 0.134728 | 0.903283 | 0.162968 | 0.232942 | 0.098327 | 0 | 1 | 9 | 0 | 4 | 0 | 3 | 9.99999 | 0 |
declining | tiktok | Americas | en | Beauty | share | samsung | micro | 2 | 1.999998 | 0.088327 | 0.129864 | 0.029873 | 0.084642 | 0.122097 | 0.029435 | 0.094835 | 0.008377 | -0.56973 | -0.421748 | -0.315158 | 0.088327 | 0.029873 | 0 | 1 | 2 | 0 | 5 | 5 | 1 | 11.999988 | 0 |
rising | tiktok | Americas | ja | News | profile | samsung | nano | 3 | 2.999997 | 0.213975 | 0.152806 | 0.17761 | 0.1939 | 0.142199 | 0.163487 | 0.118113 | 0.025273 | 0.094716 | 2.37276 | 0.298721 | 0.213975 | 0.17761 | 0 | 1 | 7 | 7 | 3 | 5 | 3 | 11.999988 | 0 |
declining | youtube | Asia | es | Education | external | xiaomi | nano | 3 | 2.999997 | 0.197078 | 0.019504 | 0.00145 | 0.179883 | 0.019316 | 0.001449 | 0.10523 | 0.020738 | -0.012923 | -0.974219 | -0.143499 | 0.197078 | 0.00145 | 1 | 2 | 3 | 2 | 0 | 6 | 3 | 2.999997 | 0 |
stable | tiktok | Europe | de | Music | feed | samsung | nano | 2 | 1.999998 | 0.140507 | 0.075437 | 0.031791 | 0.131473 | 0.072727 | 0.031296 | 0.141023 | 0.019815 | -0.324179 | -0.468404 | 0.014165 | 0.140507 | 0.031791 | 0 | 3 | 1 | 6 | 1 | 5 | 3 | 3.999996 | 0 |
stable | tiktok | Americas | ru | Tech | feed | xiaomi | mid | 2 | 1.999998 | 0.08278 | 0.051309 | 0.081818 | 0.079532 | 0.050036 | 0.078643 | 0.107389 | 0.00889 | -0.581463 | 0.471266 | -0.161866 | 0.08278 | 0.081818 | 0 | 1 | 10 | 9 | 1 | 6 | 2 | 3.999996 | 0 |
stable | tiktok | Americas | pt | News | external | samsung | nano | 3 | 2.999997 | 0.150366 | 0.108033 | 0.021917 | 0.14008 | 0.102586 | 0.021681 | 0.12134 | 0.018245 | -0.230711 | -0.583778 | -0.077268 | 0.150366 | 0.021917 | 0 | 1 | 9 | 7 | 0 | 5 | 3 | 2.999997 | 0 |
declining | youtube | Europe | hi | Food | profile | samsung | nano | 3 | 2.999997 | 0.129772 | 0.311971 | 0.006968 | 0.122016 | 0.271531 | 0.006944 | 0.103668 | 0.013453 | -0.327771 | -0.871589 | -0.242133 | 0.129772 | 0.006968 | 1 | 3 | 5 | 3 | 3 | 5 | 3 | 11.999988 | 0 |
stable | youtube | Asia | ar | Beauty | hashtag | samsung | nano | 3 | 2.999997 | 0.285459 | 0.057627 | 0.083918 | 0.251116 | 0.056028 | 0.080582 | 0.076638 | 0.021877 | 0.36628 | 0.46874 | -0.039462 | 0.285459 | 0.083918 | 1 | 2 | 0 | 0 | 2 | 5 | 3 | 8.999991 | 0 |
stable | tiktok | Europe | en | Comedy | feed | google | micro | 3 | 2.999997 | 0.297231 | 0.119265 | 0.04694 | 0.260232 | 0.112672 | 0.045872 | 0.081835 | 0.024324 | 0.476832 | -0.150758 | -0.036277 | 0.297231 | 0.04694 | 0 | 3 | 2 | 1 | 1 | 1 | 1 | 5.999994 | 0 |
stable | youtube | Americas | en | Beauty | feed | apple | nano | 3 | 2.999997 | 0.208814 | 0.045273 | 0.168171 | 0.189639 | 0.044278 | 0.155439 | 0.11189 | 0.023364 | 0.017189 | 2.255217 | 0.218163 | 0.208814 | 0.168171 | 1 | 1 | 2 | 0 | 1 | 0 | 3 | 5.999994 | 0 |
stable | youtube | Americas | ar | Gaming | search | samsung | micro | 2 | 1.999998 | 0.200721 | 0.073926 | 0.011021 | 0.182922 | 0.071321 | 0.01096 | 0.122958 | 0.02468 | -0.055439 | -0.811138 | -0.042553 | 0.200721 | 0.011021 | 1 | 1 | 0 | 4 | 4 | 5 | 1 | 9.99999 | 0 |
rising | tiktok | Oceania | en | Education | feed | apple | mid | 3 | 2.999997 | 0.335783 | 0.08869 | 0.01516 | 0.289518 | 0.084975 | 0.015046 | 0.148064 | 0.049718 | 0.749471 | -0.69089 | 0.310286 | 0.335783 | 0.01516 | 0 | 5 | 2 | 2 | 1 | 0 | 2 | 5.999994 | 0 |
rising | tiktok | MENA | pt | Gaming | search | apple | nano | 3 | 2.999997 | 0.14723 | 0.054128 | 0.182665 | 0.137351 | 0.052714 | 0.167771 | 0.091365 | 0.013452 | -0.319643 | 2.047527 | -0.001267 | 0.14723 | 0.182665 | 0 | 4 | 9 | 4 | 4 | 0 | 3 | 14.999985 | 0 |
stable | youtube | MENA | de | Comedy | feed | apple | nano | 2 | 1.999998 | 0.09193 | 0.053243 | 0.053968 | 0.087947 | 0.051874 | 0.052562 | 0.101983 | 0.009375 | -0.518548 | 0.058032 | -0.221027 | 0.09193 | 0.053968 | 1 | 4 | 1 | 1 | 1 | 0 | 3 | 3.999996 | 0 |
stable | tiktok | Asia | ru | Gaming | feed | oppo | mid | 3 | 2.999997 | 0.109016 | 0.027674 | 0.041363 | 0.103473 | 0.027298 | 0.04053 | 0.137109 | 0.014947 | -0.491443 | -0.324723 | -0.053444 | 0.109016 | 0.041363 | 0 | 2 | 10 | 4 | 1 | 3 | 2 | 5.999994 | 0 |
stable | tiktok | Americas | ar | Travel | feed | samsung | mid | 2 | 1.999998 | 0.196678 | 0.1012 | 0.032465 | 0.17955 | 0.096401 | 0.031949 | 0.118708 | 0.023347 | 0.0002 | -0.364002 | -0.000112 | 0.196678 | 0.032465 | 0 | 1 | 0 | 10 | 1 | 5 | 2 | 3.999996 | 0 |
stable | youtube | Asia | en | Tech | feed | samsung | micro | 2 | 1.999998 | 0.269001 | 0.124871 | 0.016646 | 0.23823 | 0.117668 | 0.016509 | 0.104325 | 0.028063 | 0.307338 | -0.705931 | -0.023155 | 0.269001 | 0.016646 | 1 | 2 | 2 | 9 | 1 | 5 | 1 | 3.999996 | 0 |
rising | tiktok | Americas | ar | Education | feed | apple | nano | 3 | 2.999997 | 0.354649 | 0.222962 | 0.051009 | 0.303542 | 0.201276 | 0.049751 | 0.147158 | 0.052189 | 0.813166 | 0.026485 | 0.429815 | 0.354649 | 0.051009 | 0 | 1 | 0 | 2 | 1 | 0 | 3 | 5.999994 | 0 |
stable | youtube | Americas | ar | Food | feed | xiaomi | nano | 3 | 2.999997 | 0.273915 | 0.095862 | 0.03209 | 0.242094 | 0.091541 | 0.031586 | 0.140572 | 0.038505 | 0.377371 | -0.381694 | 0.215673 | 0.273915 | 0.03209 | 1 | 1 | 0 | 3 | 1 | 6 | 3 | 5.999994 | 0 |
stable | youtube | Americas | hi | Travel | feed | samsung | mid | 2 | 1.999998 | 0.191877 | 0.153706 | 0.006067 | 0.175529 | 0.14298 | 0.006048 | 0.129719 | 0.02489 | -0.024218 | -0.881135 | -0.00014 | 0.191877 | 0.006067 | 1 | 1 | 5 | 10 | 1 | 5 | 2 | 3.999996 | 0 |
seasonal | tiktok | Americas | tr | Lifestyle | hashtag | samsung | micro | 3 | 2.999997 | 0.099657 | 0.055358 | 0.108473 | 0.094998 | 0.05388 | 0.102984 | 0.135835 | 0.013537 | -0.496785 | 1.04864 | 0.083339 | 0.099657 | 0.108473 | 0 | 1 | 11 | 5 | 2 | 5 | 1 | 8.999991 | 1 |
stable | tiktok | Americas | en | Beauty | search | apple | micro | 3 | 2.999997 | 0.258137 | 0.044824 | 0.102062 | 0.229632 | 0.043848 | 0.097183 | 0.071746 | 0.01852 | 0.257456 | 0.975573 | -0.048499 | 0.258137 | 0.102062 | 0 | 1 | 2 | 0 | 4 | 0 | 1 | 14.999985 | 0 |
seasonal | tiktok | Europe | en | Gaming | feed | other | mid | 2 | 1.999998 | 0.1684 | 0.012463 | 0.070863 | 0.155635 | 0.012386 | 0.068465 | 0.140836 | 0.023717 | -0.23 | 0.181763 | 0.090306 | 0.1684 | 0.070863 | 0 | 3 | 2 | 4 | 1 | 4 | 2 | 3.999996 | 1 |
stable | tiktok | Europe | en | Music | feed | samsung | nano | 3 | 2.999997 | 0.238994 | 0.066103 | 0.117119 | 0.2143 | 0.06401 | 0.110753 | 0.12638 | 0.030204 | 0.149527 | 0.958401 | 0.220226 | 0.238994 | 0.117119 | 0 | 3 | 2 | 6 | 1 | 5 | 3 | 5.999994 | 0 |
rising | youtube | MENA | ko | Food | search | oppo | macro | 2 | 1.999998 | 0.51534 | 0.136742 | 0.014268 | 0.41564 | 0.128166 | 0.014168 | 0.128704 | 0.066326 | 1.50975 | -0.715415 | 0.45636 | 0.51534 | 0.014268 | 1 | 4 | 8 | 3 | 4 | 3 | 0 | 9.99999 | 0 |
declining | youtube | Americas | en | Comedy | search | xiaomi | nano | 2 | 1.999998 | 0.191063 | 0.024552 | 0.013927 | 0.174846 | 0.024256 | 0.013831 | 0.087814 | 0.016778 | -0.00998 | -0.727922 | -0.204468 | 0.191063 | 0.013927 | 1 | 1 | 2 | 1 | 4 | 6 | 3 | 9.99999 | 1 |
rising | tiktok | MENA | hi | Food | feed | google | mid | 2 | 1.999998 | 0.340295 | 0.015299 | 0.028984 | 0.29289 | 0.015184 | 0.028572 | 0.115198 | 0.039201 | 0.657267 | -0.421929 | 0.159135 | 0.340295 | 0.028984 | 0 | 4 | 5 | 3 | 1 | 1 | 2 | 3.999996 | 0 |
stable | tiktok | Asia | en | Gaming | feed | samsung | nano | 2 | 1.999998 | 0.161774 | 0.089508 | 0.100785 | 0.149948 | 0.085726 | 0.096023 | 0.143443 | 0.023205 | -0.245329 | 0.645355 | 0.150963 | 0.161774 | 0.100785 | 0 | 2 | 2 | 4 | 1 | 5 | 3 | 3.999996 | 0 |
declining | youtube | Americas | es | News | feed | apple | nano | 3 | 2.999997 | 0.189148 | 0.019803 | 0.029733 | 0.173237 | 0.019609 | 0.029299 | 0.081564 | 0.015428 | -0.032297 | -0.43537 | -0.216083 | 0.189148 | 0.029733 | 1 | 1 | 3 | 7 | 1 | 0 | 3 | 5.999994 | 1 |
stable | youtube | Asia | it | Travel | feed | samsung | micro | 3 | 2.999997 | 0.179766 | 0.053968 | 0.114575 | 0.165316 | 0.052562 | 0.108473 | 0.143908 | 0.02587 | -0.11626 | 1.037846 | 0.235889 | 0.179766 | 0.114575 | 1 | 2 | 6 | 10 | 1 | 5 | 1 | 5.999994 | 0 |
stable | tiktok | Asia | ko | Tech | feed | apple | nano | 2 | 1.999998 | 0.13649 | 0.060331 | 0.080823 | 0.127945 | 0.058581 | 0.077723 | 0.137314 | 0.018742 | -0.336657 | 0.427795 | 0.072591 | 0.13649 | 0.080823 | 0 | 2 | 8 | 9 | 1 | 0 | 3 | 3.999996 | 0 |
stable | tiktok | Europe | en | Education | feed | apple | micro | 3 | 2.999997 | 0.134141 | 0.056452 | 0.129056 | 0.125875 | 0.054916 | 0.121382 | 0.103615 | 0.013899 | -0.330656 | 1.389969 | -0.001245 | 0.134141 | 0.129056 | 0 | 3 | 2 | 2 | 1 | 0 | 1 | 5.999994 | 0 |
stable | tiktok | Asia | en | Music | hashtag | samsung | nano | 2 | 1.999998 | 0.133375 | 0.063051 | 0.036799 | 0.1252 | 0.061143 | 0.036138 | 0.083618 | 0.011153 | -0.393726 | -0.404007 | -0.315831 | 0.133375 | 0.036799 | 0 | 2 | 2 | 6 | 2 | 5 | 3 | 5.999994 | 0 |
stable | tiktok | Africa | ar | Gaming | feed | samsung | mid | 2 | 1.999998 | 0.209138 | 0.086936 | 0.056086 | 0.189908 | 0.083363 | 0.05457 | 0.147812 | 0.030913 | 0.001003 | -0.043462 | 0.19463 | 0.209138 | 0.056086 | 0 | 0 | 0 | 4 | 1 | 5 | 2 | 3.999996 | 0 |
rising | tiktok | Asia | tr | Lifestyle | share | samsung | mid | 2 | 1.999998 | 0.123285 | 0.108849 | 0.066058 | 0.116257 | 0.103323 | 0.063968 | 0.189559 | 0.02337 | -0.383234 | 0.20224 | 0.307743 | 0.123285 | 0.066058 | 0 | 2 | 11 | 5 | 5 | 5 | 2 | 11.999988 | 0 |
declining | youtube | Asia | fr | Comedy | feed | oppo | mid | 2 | 1.999998 | 0.061179 | 0.119191 | 0.028153 | 0.059381 | 0.112606 | 0.027764 | 0.110516 | 0.006761 | -0.705182 | -0.512925 | -0.279267 | 0.061179 | 0.028153 | 1 | 2 | 4 | 1 | 1 | 3 | 2 | 3.999996 | 0 |
stable | tiktok | Asia | ja | Travel | search | apple | nano | 3 | 2.999997 | 0.154602 | 0.033573 | 0.073963 | 0.143756 | 0.033022 | 0.071355 | 0.124341 | 0.019223 | -0.239968 | 0.315516 | 0.022255 | 0.154602 | 0.073963 | 0 | 2 | 7 | 10 | 4 | 0 | 3 | 14.999985 | 0 |
stable | tiktok | Americas | en | Lifestyle | feed | samsung | mid | 3 | 2.999997 | 0.165364 | 0.104756 | 0.017025 | 0.153033 | 0.099624 | 0.016882 | 0.137632 | 0.022759 | -0.165006 | -0.67845 | 0.019789 | 0.165364 | 0.017025 | 0 | 1 | 2 | 5 | 1 | 5 | 2 | 5.999994 | 0 |
rising | tiktok | Americas | fr | Tech | feed | huawei | nano | 3 | 2.999997 | 0.337221 | 0.022506 | 0.14686 | 0.290594 | 0.022256 | 0.137027 | 0.118798 | 0.040061 | 0.704978 | 1.640854 | 0.401098 | 0.337221 | 0.14686 | 0 | 1 | 4 | 9 | 1 | 2 | 3 | 5.999994 | 1 |
rising | youtube | Americas | en | Tech | feed | google | nano | 2 | 1.999998 | 0.332608 | 0.156923 | 0.027094 | 0.287138 | 0.145764 | 0.026733 | 0.091892 | 0.030564 | 0.681652 | -0.512779 | 0.037067 | 0.332608 | 0.027094 | 1 | 1 | 2 | 9 | 1 | 1 | 3 | 3.999996 | 1 |
stable | tiktok | Africa | ja | Gaming | feed | samsung | micro | 3 | 2.999997 | 0.195377 | 0.170549 | 0.163208 | 0.178462 | 0.157472 | 0.151182 | 0.138153 | 0.026992 | -0.064863 | 1.783431 | 0.305366 | 0.195377 | 0.163208 | 0 | 0 | 7 | 4 | 1 | 5 | 1 | 5.999994 | 0 |
stable | youtube | Europe | es | Travel | profile | apple | micro | 2 | 1.999998 | 0.286491 | 0.055883 | 0.149858 | 0.251918 | 0.054377 | 0.139639 | 0.057966 | 0.016607 | 0.471776 | 1.855373 | 0.034706 | 0.286491 | 0.149858 | 1 | 3 | 3 | 10 | 3 | 0 | 1 | 7.999992 | 0 |
stable | tiktok | Americas | en | Comedy | feed | xiaomi | mid | 2 | 1.999998 | 0.10865 | 0.15846 | 0.146741 | 0.103143 | 0.147092 | 0.136924 | 0.151195 | 0.016427 | -0.437013 | 1.866459 | 0.267034 | 0.10865 | 0.146741 | 0 | 1 | 2 | 1 | 1 | 6 | 2 | 3.999996 | 0 |
seasonal | tiktok | Africa | en | Travel | hashtag | samsung | micro | 3 | 2.999997 | 0.068077 | 0.046228 | 0.071424 | 0.06586 | 0.045191 | 0.068989 | 0.108533 | 0.007389 | -0.663105 | 0.323066 | -0.172342 | 0.068077 | 0.071424 | 0 | 0 | 2 | 10 | 2 | 5 | 1 | 8.999991 | 1 |
stable | youtube | Africa | hi | Tech | search | samsung | nano | 2 | 1.999998 | 0.181989 | 0.192528 | 0.043144 | 0.167199 | 0.176076 | 0.042239 | 0.078348 | 0.014258 | -0.07768 | -0.185606 | -0.222673 | 0.181989 | 0.043144 | 1 | 0 | 5 | 9 | 4 | 5 | 3 | 9.99999 | 0 |
stable | youtube | Americas | en | Gaming | external | apple | nano | 2 | 1.999998 | 0.216013 | 0.102168 | 0.03939 | 0.195578 | 0.097279 | 0.038634 | 0.052736 | 0.011392 | 0.016523 | -0.325024 | -0.346534 | 0.216013 | 0.03939 | 1 | 1 | 2 | 4 | 0 | 0 | 3 | 1.999998 | 0 |
rising | youtube | Asia | ko | Sports | profile | apple | macro | 3 | 2.999997 | 0.135407 | 0.063442 | 0.100272 | 0.126991 | 0.061511 | 0.095558 | 0.171567 | 0.023231 | -0.331503 | 0.839454 | 0.287541 | 0.135407 | 0.100272 | 1 | 2 | 8 | 8 | 3 | 0 | 0 | 11.999988 | 0 |
stable | youtube | Africa | pt | Music | feed | oppo | nano | 2 | 1.999998 | 0.31707 | 0.148085 | 0.065185 | 0.275409 | 0.138096 | 0.063149 | 0.094947 | 0.030105 | 0.483136 | 0.100572 | 0.054592 | 0.31707 | 0.065185 | 1 | 0 | 9 | 6 | 1 | 3 | 3 | 3.999996 | 0 |
stable | youtube | Africa | ru | Tech | feed | apple | mid | 2 | 1.999998 | 0.542313 | 0.132865 | 0.026641 | 0.433283 | 0.12475 | 0.026292 | 0.097211 | 0.052719 | 1.748427 | -0.497112 | 0.39493 | 0.542313 | 0.026641 | 1 | 0 | 10 | 9 | 1 | 0 | 2 | 3.999996 | 0 |
stable | youtube | Africa | en | Tech | profile | google | mid | 3 | 2.999997 | 0.047073 | 0.027829 | 0.065288 | 0.045999 | 0.027449 | 0.063245 | 0.097311 | 0.004581 | -0.761431 | 0.23237 | -0.284543 | 0.047073 | 0.065288 | 1 | 0 | 2 | 9 | 3 | 1 | 2 | 11.999988 | 0 |
seasonal | tiktok | Americas | ru | Travel | feed | other | mid | 2 | 1.999998 | 0.142114 | 0.068541 | 0.024015 | 0.132881 | 0.066294 | 0.023731 | 0.146603 | 0.020834 | -0.277284 | -0.529542 | 0.049589 | 0.142114 | 0.024015 | 0 | 1 | 10 | 10 | 1 | 4 | 2 | 3.999996 | 1 |
stable | tiktok | Americas | ko | Lifestyle | hashtag | google | nano | 2 | 1.999998 | 0.124747 | 0.17042 | 0.097435 | 0.117558 | 0.157362 | 0.092976 | 0.105551 | 0.013167 | -0.370096 | 0.840178 | -0.061693 | 0.124747 | 0.097435 | 0 | 1 | 8 | 5 | 2 | 1 | 3 | 5.999994 | 0 |
declining | tiktok | Americas | ru | Music | feed | xiaomi | nano | 3 | 2.999997 | 0.117391 | 0.091704 | 0.023764 | 0.110997 | 0.08774 | 0.023487 | 0.101336 | 0.011896 | -0.451403 | -0.601879 | -0.253437 | 0.117391 | 0.023764 | 0 | 1 | 10 | 6 | 1 | 6 | 3 | 5.999994 | 1 |
stable | youtube | MENA | ar | Gaming | hashtag | samsung | nano | 3 | 2.999997 | 0.191812 | 0.231974 | 0.07184 | 0.175475 | 0.208618 | 0.069377 | 0.114731 | 0.022007 | -0.11363 | 0.198563 | 0.00092 | 0.191812 | 0.07184 | 1 | 4 | 0 | 4 | 2 | 5 | 3 | 8.999991 | 0 |
rising | tiktok | Americas | en | Food | hashtag | other | mid | 2 | 1.999998 | 0.410055 | 0.107169 | 0.123012 | 0.343629 | 0.101806 | 0.116014 | 0.128995 | 0.052895 | 1.061946 | 1.370103 | 0.535227 | 0.410055 | 0.123012 | 0 | 1 | 2 | 3 | 2 | 4 | 2 | 5.999994 | 0 |
rising | tiktok | Asia | ar | Sports | search | oppo | nano | 2 | 1.999998 | 0.376241 | 0.085155 | 0.051185 | 0.319356 | 0.081723 | 0.049918 | 0.168808 | 0.063512 | 0.857478 | -0.061024 | 0.539666 | 0.376241 | 0.051185 | 0 | 2 | 0 | 8 | 4 | 3 | 3 | 9.99999 | 1 |
rising | youtube | Asia | en | Education | hashtag | samsung | macro | 2 | 1.999998 | 0.326456 | 0.134196 | 0.113693 | 0.282511 | 0.125924 | 0.107682 | 0.12589 | 0.041097 | 0.635073 | 1.0206 | 0.359896 | 0.326456 | 0.113693 | 1 | 2 | 2 | 2 | 2 | 5 | 0 | 5.999994 | 0 |
stable | tiktok | MENA | es | Lifestyle | external | huawei | nano | 2 | 1.999998 | 0.15985 | 0.042182 | 0.057976 | 0.148291 | 0.041317 | 0.056358 | 0.131609 | 0.021038 | -0.142129 | 0.170251 | 0.064143 | 0.15985 | 0.057976 | 0 | 4 | 3 | 5 | 0 | 2 | 3 | 1.999998 | 0 |
rising | tiktok | Europe | en | Beauty | hashtag | other | mid | 2 | 1.999998 | 0.136357 | 0.053488 | 0.15958 | 0.127827 | 0.052106 | 0.148057 | 0.138888 | 0.018938 | -0.328906 | 2.20159 | 0.258282 | 0.136357 | 0.15958 | 0 | 3 | 2 | 0 | 2 | 4 | 2 | 5.999994 | 0 |
stable | youtube | Asia | es | Education | feed | google | mid | 3 | 2.999997 | 0.287556 | 0.227332 | 0.044388 | 0.252745 | 0.204842 | 0.043431 | 0.087898 | 0.025275 | 0.440239 | -0.211106 | -0.023112 | 0.287556 | 0.044388 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 5.999994 | 0 |
seasonal | tiktok | Europe | ja | Music | feed | samsung | nano | 2 | 1.999998 | 0.259174 | 0.153855 | 0.032373 | 0.230456 | 0.143109 | 0.03186 | 0.1337 | 0.034652 | 0.246588 | -0.458667 | 0.146998 | 0.259174 | 0.032373 | 0 | 3 | 7 | 6 | 1 | 5 | 3 | 3.999996 | 1 |
declining | youtube | Asia | fr | Tech | feed | apple | micro | 3 | 2.999997 | 0.063172 | 0.058914 | 0.030954 | 0.061257 | 0.057244 | 0.030485 | 0.098613 | 0.00623 | -0.69298 | -0.453162 | -0.32837 | 0.063172 | 0.030954 | 1 | 2 | 4 | 9 | 1 | 0 | 1 | 5.999994 | 0 |
rising | tiktok | Africa | it | Music | feed | apple | nano | 2 | 1.999998 | 0.471527 | 0.27465 | 0.141366 | 0.386301 | 0.242671 | 0.132226 | 0.083527 | 0.039385 | 1.205628 | 1.386784 | 0.339873 | 0.471527 | 0.141366 | 0 | 0 | 6 | 6 | 1 | 0 | 3 | 3.999996 | 0 |
stable | tiktok | Africa | en | Sports | feed | apple | nano | 2 | 1.999998 | 0.217738 | 0.026287 | 0.061641 | 0.196995 | 0.025948 | 0.059816 | 0.078528 | 0.017099 | 0.080763 | 0.221167 | -0.145567 | 0.217738 | 0.061641 | 0 | 0 | 2 | 8 | 1 | 0 | 3 | 3.999996 | 0 |
stable | tiktok | Americas | hi | Sports | feed | samsung | nano | 2 | 1.999998 | 0.280703 | 0.116098 | 0.038576 | 0.247409 | 0.109839 | 0.037851 | 0.138746 | 0.038946 | 0.438199 | -0.286957 | 0.252837 | 0.280703 | 0.038576 | 0 | 1 | 5 | 8 | 1 | 5 | 3 | 3.999996 | 0 |
stable | tiktok | Europe | ar | Beauty | feed | samsung | nano | 2 | 1.999998 | 0.129201 | 0.161557 | 0.100491 | 0.12151 | 0.149761 | 0.095756 | 0.124219 | 0.016049 | -0.364125 | 1.016116 | 0.051351 | 0.129201 | 0.100491 | 0 | 3 | 0 | 0 | 1 | 5 | 3 | 3.999996 | 0 |
stable | tiktok | Americas | fr | Comedy | feed | apple | nano | 2 | 1.999998 | 0.189647 | 0.096625 | 0.053638 | 0.173656 | 0.092237 | 0.052249 | 0.107353 | 0.020359 | -0.017317 | 0.047791 | -0.024229 | 0.189647 | 0.053638 | 0 | 1 | 4 | 1 | 1 | 0 | 3 | 3.999996 | 0 |
rising | tiktok | MENA | ja | Tech | hashtag | xiaomi | micro | 3 | 2.999997 | 0.240262 | 0.036453 | 0.03288 | 0.215323 | 0.035804 | 0.032351 | 0.157483 | 0.037837 | 0.200909 | -0.376132 | 0.277242 | 0.240262 | 0.03288 | 0 | 4 | 7 | 9 | 2 | 6 | 1 | 8.999991 | 0 |
declining | youtube | Americas | ru | News | feed | samsung | nano | 3 | 2.999997 | 0.017105 | 0.053438 | 0.017553 | 0.01696 | 0.052059 | 0.0174 | 0.091504 | 0.001565 | -0.912487 | -0.666665 | -0.449995 | 0.017105 | 0.017553 | 1 | 1 | 10 | 7 | 1 | 5 | 3 | 5.999994 | 0 |
stable | tiktok | Asia | es | Tech | profile | samsung | mid | 2 | 1.999998 | 0.138004 | 0.331693 | 0.069676 | 0.129276 | 0.286451 | 0.067356 | 0.163708 | 0.022592 | -0.329301 | 0.230884 | 0.195584 | 0.138004 | 0.069676 | 0 | 2 | 3 | 9 | 3 | 5 | 2 | 7.999992 | 0 |
stable | youtube | Americas | en | Gaming | external | samsung | nano | 2 | 1.999998 | 0.181722 | 0.101582 | 0.073814 | 0.166973 | 0.096747 | 0.071217 | 0.07378 | 0.013407 | -0.144846 | 0.264861 | -0.223821 | 0.181722 | 0.073814 | 1 | 1 | 2 | 4 | 0 | 5 | 3 | 1.999998 | 0 |
stable | tiktok | Europe | en | Tech | search | samsung | mid | 3 | 2.999997 | 0.212221 | 0.070882 | 0.08041 | 0.192454 | 0.068483 | 0.07734 | 0.143255 | 0.030402 | 0.066886 | 0.523452 | 0.233751 | 0.212221 | 0.08041 | 0 | 3 | 2 | 9 | 4 | 5 | 2 | 14.999985 | 0 |
stable | tiktok | MENA | ko | News | search | apple | micro | 2 | 1.999998 | 0.183978 | 0.0444 | 0.059252 | 0.16888 | 0.043442 | 0.057563 | 0.105112 | 0.019338 | -0.098247 | 0.030284 | -0.049829 | 0.183978 | 0.059252 | 0 | 4 | 8 | 7 | 4 | 0 | 1 | 9.99999 | 0 |
stable | tiktok | Americas | en | Sports | search | apple | nano | 3 | 2.999997 | 0.478154 | 0.094552 | 0.031703 | 0.390794 | 0.090345 | 0.031211 | 0.088607 | 0.042368 | 1.44985 | -0.413989 | 0.272577 | 0.478154 | 0.031703 | 0 | 1 | 2 | 8 | 4 | 0 | 3 | 14.999985 | 0 |
stable | youtube | Africa | en | Food | feed | other | nano | 2 | 1.999998 | 0.161055 | 0.047397 | 0.063207 | 0.149329 | 0.046308 | 0.06129 | 0.133016 | 0.021423 | -0.213178 | 0.286032 | 0.074976 | 0.161055 | 0.063207 | 1 | 0 | 2 | 3 | 1 | 4 | 3 | 3.999996 | 0 |
stable | youtube | Africa | en | Travel | feed | apple | nano | 2 | 1.999998 | 0.243767 | 0.12358 | 0.010947 | 0.218145 | 0.11652 | 0.010887 | 0.105759 | 0.025781 | 0.206323 | -0.79721 | -0.038729 | 0.243767 | 0.010947 | 1 | 0 | 2 | 10 | 1 | 0 | 3 | 3.999996 | 0 |
rising | tiktok | Europe | tr | Education | profile | xiaomi | macro | 2 | 1.999998 | 0.410478 | 0.099951 | 0.101949 | 0.343929 | 0.095266 | 0.09708 | 0.141898 | 0.058246 | 1.048221 | 0.887973 | 0.56873 | 0.410478 | 0.101949 | 0 | 3 | 11 | 2 | 3 | 6 | 0 | 7.999992 | 0 |
stable | tiktok | Asia | it | Beauty | profile | samsung | nano | 2 | 1.999998 | 0.310826 | 0.021406 | 0.109761 | 0.270657 | 0.02118 | 0.104145 | 0.114901 | 0.035714 | 0.487693 | 0.921047 | 0.243789 | 0.310826 | 0.109761 | 0 | 2 | 6 | 0 | 3 | 5 | 3 | 7.999992 | 0 |
stable | youtube | Asia | en | Sports | share | apple | micro | 2 | 1.999998 | 0.223798 | 0.005385 | 0.1296 | 0.201959 | 0.00537 | 0.121864 | 0.075593 | 0.016918 | 0.104878 | 1.377456 | -0.032901 | 0.223798 | 0.1296 | 1 | 2 | 2 | 8 | 5 | 0 | 1 | 11.999988 | 0 |
rising | tiktok | Europe | en | Tech | feed | samsung | mid | 3 | 2.999997 | 0.206894 | 0.023535 | 0.021201 | 0.18805 | 0.023262 | 0.02098 | 0.175021 | 0.036211 | 0.040105 | -0.598306 | 0.282365 | 0.206894 | 0.021201 | 0 | 3 | 2 | 9 | 1 | 5 | 2 | 5.999994 | 0 |
rising | youtube | Asia | ja | Travel | search | apple | nano | 3 | 2.999997 | 0.310447 | 0.021291 | 0.201573 | 0.270369 | 0.021067 | 0.183632 | 0.093556 | 0.029044 | 0.526174 | 2.585188 | 0.314995 | 0.310447 | 0.201573 | 1 | 2 | 7 | 10 | 4 | 0 | 3 | 14.999985 | 0 |
rising | youtube | Americas | tr | Education | feed | samsung | macro | 2 | 1.999998 | 0.398018 | 0.131046 | 0.018403 | 0.335055 | 0.123143 | 0.018236 | 0.155937 | 0.062066 | 1.034893 | -0.62965 | 0.477449 | 0.398018 | 0.018403 | 1 | 1 | 11 | 2 | 1 | 5 | 0 | 3.999996 | 1 |
stable | tiktok | Americas | de | Tech | feed | samsung | nano | 2 | 1.999998 | 0.073442 | 0.050754 | 0.168482 | 0.07087 | 0.049508 | 0.155706 | 0.123599 | 0.009077 | -0.628678 | 2.02967 | 0.065161 | 0.073442 | 0.168482 | 0 | 1 | 1 | 9 | 1 | 5 | 3 | 3.999996 | 0 |
stable | tiktok | Americas | ar | Comedy | external | samsung | nano | 2 | 1.999998 | 0.256424 | 0.080476 | 0.019396 | 0.22827 | 0.077402 | 0.01921 | 0.113993 | 0.029231 | 0.328699 | -0.621096 | 0.048326 | 0.256424 | 0.019396 | 0 | 1 | 0 | 1 | 0 | 5 | 3 | 1.999998 | 0 |
declining | tiktok | Europe | en | Tech | profile | apple | mid | 2 | 1.999998 | 0.26662 | 0.060273 | 0.180736 | 0.236352 | 0.058526 | 0.166138 | 0.151417 | 0.040371 | 0.34036 | 2.424218 | 0.549247 | 0.26662 | 0.180736 | 0 | 3 | 2 | 9 | 3 | 0 | 2 | 7.999992 | 0 |
seasonal | youtube | Asia | ja | Music | feed | apple | nano | 3 | 2.999997 | 0.223861 | 0.190757 | 0.035229 | 0.202011 | 0.174589 | 0.034623 | 0.062565 | 0.014006 | 0.017585 | -0.42943 | -0.306437 | 0.223861 | 0.035229 | 1 | 2 | 7 | 6 | 1 | 0 | 3 | 5.999994 | 1 |
stable | youtube | Americas | en | Tech | search | samsung | nano | 2 | 1.999998 | 0.178648 | 0.036052 | 0.066707 | 0.164368 | 0.035417 | 0.064576 | 0.076297 | 0.01363 | -0.096762 | 0.199547 | -0.207339 | 0.178648 | 0.066707 | 1 | 1 | 2 | 9 | 4 | 5 | 3 | 9.99999 | 0 |
stable | youtube | Americas | en | Food | feed | apple | nano | 3 | 2.999997 | 0.280711 | 0.10704 | 0.012411 | 0.247416 | 0.10169 | 0.012334 | 0.151649 | 0.04257 | 0.411549 | -0.760861 | 0.246367 | 0.280711 | 0.012411 | 1 | 1 | 2 | 3 | 1 | 0 | 3 | 5.999994 | 0 |
stable | youtube | Asia | ru | News | feed | apple | micro | 3 | 2.999997 | 0.068341 | 0.052456 | 0.019301 | 0.066107 | 0.051127 | 0.019117 | 0.143841 | 0.00983 | -0.664445 | -0.658717 | -0.108704 | 0.068341 | 0.019301 | 1 | 2 | 10 | 7 | 1 | 0 | 1 | 5.999994 | 0 |
stable | tiktok | Americas | ko | Sports | hashtag | apple | mid | 2 | 1.999998 | 0.088627 | 0.159159 | 0.056112 | 0.084917 | 0.147695 | 0.054594 | 0.11058 | 0.0098 | -0.54591 | 0.037171 | -0.16225 | 0.088627 | 0.056112 | 0 | 1 | 8 | 8 | 2 | 0 | 2 | 5.999994 | 0 |
stable | tiktok | Asia | ar | Education | feed | samsung | nano | 2 | 1.999998 | 0.167518 | 0.089116 | 0.013235 | 0.15488 | 0.085367 | 0.013148 | 0.118678 | 0.019881 | -0.160973 | -0.764772 | -0.095681 | 0.167518 | 0.013235 | 0 | 2 | 0 | 2 | 1 | 5 | 3 | 3.999996 | 0 |
stable | youtube | Europe | en | Comedy | feed | apple | nano | 3 | 2.999997 | 0.132349 | 0.009335 | 0.040966 | 0.124294 | 0.009292 | 0.040149 | 0.109645 | 0.014511 | -0.342403 | -0.258842 | -0.144777 | 0.132349 | 0.040966 | 1 | 3 | 2 | 1 | 1 | 0 | 3 | 5.999994 | 0 |
stable | youtube | Asia | hi | Beauty | search | samsung | nano | 2 | 1.999998 | 0.332081 | 0.043751 | 0.056096 | 0.286742 | 0.042821 | 0.054579 | 0.116029 | 0.038531 | 0.589423 | -0.018195 | 0.186328 | 0.332081 | 0.056096 | 1 | 2 | 5 | 0 | 4 | 5 | 3 | 9.99999 | 0 |
seasonal | youtube | Europe | pt | Music | share | xiaomi | nano | 3 | 2.999997 | 0.072302 | 0.043849 | 0.140466 | 0.069807 | 0.042915 | 0.131437 | 0.057244 | 0.004139 | -0.652236 | 1.348797 | -0.352994 | 0.072302 | 0.140466 | 1 | 3 | 9 | 6 | 5 | 6 | 3 | 17.999982 | 1 |
seasonal | tiktok | Americas | es | Gaming | profile | apple | nano | 3 | 2.999997 | 0.253325 | 0.06284 | 0.081417 | 0.2258 | 0.060945 | 0.078272 | 0.065248 | 0.016529 | 0.192103 | 0.395129 | -0.155173 | 0.253325 | 0.081417 | 0 | 1 | 3 | 4 | 3 | 0 | 3 | 11.999988 | 0 |
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