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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "In Europe they are having …" 263 comments · Page 9 of 11
Incoming Europe sadly
Incoming Europe sadly
Identity Attack0.089973204
Insult0.028392024
Profanity0.024814399
Threat0.008634649
Severe Toxicity0.0044059753
Low Tox 0.12260055 Moderate Con 0.354 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Most Canadians want reduced migration. Housing shortages, doctor shortages, importing criminal elements, social welfare skyrocketing costs. We see Europe and think Yikes!
Most Canadians want reduced migration. Housing shortages, doctor shortages, importing criminal elements, social welfare skyrocketing costs. We see Europe and think Yikes!
Identity Attack0.06613251
Insult0.042665333
Profanity0.0138151245
Threat0.007935578
Severe Toxicity0.0029563904
Low Tox 0.11739369 Moderate Con 0.452 Fear_Threat
Feb 11, 2026 87 likes Canada's tighter immigration policy divides …
They are flooding europe as well.
They are flooding europe as well.
Identity Attack0.057037655
Insult0.028171662
Profanity0.028776871
Threat0.013476364
Severe Toxicity0.0044059753
Low Tox 0.115658075 Low Con 0.252
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will …
In the United States, Canada, Australia, and Europe, ethnic populations are being replaced. Within the next two decades, people with roots in these regions will become a minority. The worst part is that you will be walking on eggshells due to cultural differences. All of this can be blamed on liberal politicians who allowed such population replacement. This is a real-world version of the Hunger Games. Good luck, everyone—as Effie from the Hunger Games always says: “May the odds be ever in your favor!
Identity Attack0.0440973
Insult0.0573046
Profanity0.023311393
Threat0.0091524795
Severe Toxicity0.003376007
Low Tox 0.11388343 Constructive 0.514 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
None of the countires in Europe would work like that. This is inefficient and ineffective.
None of the countires in Europe would work like that. This is inefficient and ineffective.
Identity Attack0.026810925
Insult0.056133457
Profanity0.017914234
Threat0.006576272
Severe Toxicity0.002155304
Low Tox 0.11388343 Low Con 0.167 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Before bashing out try recalling about Columbus & the OG Natives as well. Caucasians themselves are immigrants from Europe to Canada. Don't throw stones when your own Castle is made of Glass.
Identity Attack0.06929302
Insult0.035333443
Profanity0.015420608
Threat0.008259222
Severe Toxicity0.0028419495
Low Tox 0.11367676 Moderate Con 0.494 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I think the Pakistani Guy nailed it! When the economy cannot siphon people into the workforce you form a nexus to survive. It eventually evolves into a closed group that is then seen as a …
I think the Pakistani Guy nailed it! When the economy cannot siphon people into the workforce you form a nexus to survive. It eventually evolves into a closed group that is then seen as a non-integrated community. This is not unique to Canada. Usually first generation immigrants who came in the 70s, 80s and 90s (and 2000s in case of mainland Europe) were treated quite poorly, not given enough opportunities and looked down upon. But they kept their heads down and worked hard with a resolve that their children would be of equal stature. While doing so they created networks and support systems that will help them survive and eventually thrive. This network worked very well for a while untill new generation immigrants came in and became a part of the network but had no idea what went in creating that safe space to begin with. Thus the clashes!
Identity Attack0.056582913
Insult0.053791173
Profanity0.022354934
Threat0.009644418
Severe Toxicity0.003490448
Low Tox 0.112953395 Constructive 0.81
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in …
then explain how we are literally the most successful group in the west especially in the US? Also tell that to Kash Patel, Vivek Ramaswamy and the numerous Indian CEOs all over America. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.061130337
Insult0.04852104
Profanity0.025907494
Threat0.008712323
Severe Toxicity0.0037956238
Low Tox 0.112850055 Constructive 0.726 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the future of Europe.😢😢😢
This is the future of Europe.😢😢😢
Identity Attack0.050216515
Insult0.01819439
Profanity0.027547138
Threat0.010705971
Severe Toxicity0.0062179565
Low Tox 0.112746716 Low Con 0.296 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
Europe is tightening up expelling illegal immigration’s and we have them in Canada. This government needs to change. I know I won’t be electing the next time. When liberals are in we pay the price.
Europe is tightening up expelling illegal immigration’s and we have them in Canada. This government needs to change. I know I won’t be electing the next time. When liberals are in we pay the price.
Identity Attack0.07094744
Insult0.029934563
Profanity0.0108774295
Threat0.008453408
Severe Toxicity0.0024032593
Low Tox 0.11223003 Constructive 0.508
Oct 8, 2025 1 likes Why Canadians Are Turning Against …
U all r come from Europe also how u can say that
U all r come from Europe also how u can say that
Identity Attack0.06522302
Insult0.028502205
Profanity0.027000591
Threat0.007534259
Severe Toxicity0.004196167
Low Tox 0.11223003 Moderate Con 0.324
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
Identity Attack0.09328204
Insult0.023093075
Profanity0.019007329
Threat0.014220826
Severe Toxicity0.0037765503
Low Tox 0.11212669 Constructive 0.618
Jan 27, 2026 Inside Canada's Indian Invasion...
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Identity Attack0.078392304
Insult0.025929155
Profanity0.014327513
Threat0.007857903
Severe Toxicity0.0030136108
Low Tox 0.10870059 Low Con 0.169 Comparative_Framing
Feb 17, 2026 Inside Canada's Indian Invasion...
Okay you are from Europe
Okay you are from Europe
Identity Attack0.05612817
Insult0.025800243
Profanity0.025087673
Threat0.0072365063
Severe Toxicity0.0038337708
Low Tox 0.10783285 Moderate Con 0.325 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in dubai .. nobody blocks roads to pray here ,... either pray at home or in mosque ... i hope europe wakes up too ... see how fast energy returns ? they didnt have good intentions for canada ... they just wanted to spread their extreme ideology
Identity Attack0.05794714
Insult0.030265106
Profanity0.0118338885
Threat0.0071717775
Severe Toxicity0.0022411346
Low Tox 0.102626406 Constructive 0.574 Fear_Threat
Nov 24, 2025 Quebec Ends Economic Immigration Program …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
Identity Attack0.043581683
Insult0.027476108
Profanity0.017094411
Threat0.006550381
Severe Toxicity0.0023937225
Low Tox 0.09915545 Low Con 0.191
Oct 22, 2018 How much do refugees and …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Europe is now their target 😅
Europe is now their target 😅
Identity Attack0.030175667
Insult0.018452216
Profanity0.024677763
Threat0.016810767
Severe Toxicity0.004119873
Low Tox 0.09481675 Low Con 0.171 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Europe will need 265 Millions new immigrants
Europe will need 265 Millions new immigrants
Identity Attack0.051353373
Insult0.015948927
Profanity0.020783609
Threat0.009981008
Severe Toxicity0.003604889
Low Tox 0.09351514 Low Con 0.156 Comparative_Framing
Dec 25, 2025 Deportations From Canada at Their …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.