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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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I am with you Canada. …" 6,088 comments · Page 78 of 244
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Canada is joke lol. Woke up one day to a bad dream
Canada is joke lol. Woke up one day to a bad dream
Identity Attack0.2964622
Insult0.3406697
Profanity0.06145202
Threat0.010188141
Severe Toxicity0.0126394415
Moderate 0.3625127 Moderate Con 0.314 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008867673
Severe Toxicity0.016900165
Moderate 0.3625127 Low Con 0.282
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods …
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods with eight hands?? They are just inviting destruction on Canada!!
Identity Attack0.29035977
Insult0.2817503
Profanity0.040158957
Threat0.05721026
Severe Toxicity0.014447021
Moderate 0.3625127 Low Con 0.208 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
When they heard Canada welcomes anybody, all dead beats rushed for a free ride. Awful immigration tactic. From envied country, now one to avoid. Terrible.
Identity Attack0.28034934
Insult0.33154017
Profanity0.026317406
Threat0.029069828
Severe Toxicity0.0127685545
Moderate 0.36095104 Moderate Con 0.354 Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
And where are you Europeans all from? You aren’t indigenous to Canada. Pure racism here
Identity Attack0.3817989
Insult0.20901857
Profanity0.02474608
Threat0.0070552654
Severe Toxicity0.011672974
Moderate 0.36095104 Low Con 0.269 Identity_Assertion
Feb 8, 2026 3 likes Inside Canada's Indian Invasion...
Canada in India now. What a shame...
Canada in India now. What a shame...
Identity Attack0.36942887
Insult0.28997475
Profanity0.022969801
Threat0.0077802283
Severe Toxicity0.01159668
Moderate 0.36095104 Moderate Con 0.463 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada traded their guns for punjabis 😂😢
Canada traded their guns for punjabis 😂😢
Identity Attack0.3958119
Insult0.17734702
Profanity0.07708528
Threat0.09009721
Severe Toxicity0.021548226
Moderate 0.36095104 Low Con 0.159 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
That hindu sabha will bring down canada . Mark this post .
That hindu sabha will bring down canada . Mark this post .
Identity Attack0.41052565
Insult0.15982662
Profanity0.052183274
Threat0.13549154
Severe Toxicity0.01644827
Moderate 0.36095104 Low Con 0.153
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he …
Québecois here. I cant wait for the AI french audio track to send this to my father. I keep telling him about how Canada is f***ed by immigration just like France and UK but he dont believe me. I explain to him that's because of the 101 law that make difficult for non-french speaker to come in Québec. Almost like a law for the preservation of the language and culture is a good thing.
Identity Attack0.21470967
Insult0.19967617
Profanity0.4044591
Threat0.009799767
Severe Toxicity0.022710243
Moderate 0.36095104 Constructive 0.713 Policy_Critique
Jan 29, 2026 9 likes Inside Canada's Indian Invasion...
Canada is gone. Killed by the myth of multiculturalism.
Canada is gone. Killed by the myth of multiculturalism.
Identity Attack0.3817989
Insult0.107333586
Profanity0.05168226
Threat0.31407106
Severe Toxicity0.017481172
Moderate 0.36095104 Low Con 0.19
Oct 12, 2025 IRCC Names India in Study …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians …
As an American, I am ignorant about Canada and its immigration policy, and so wonder how much stated in this video are lies due to racism, and how much is true? For example, the Indians who come to the US are vetted, are educated, and work hard. Since the 90s, most of the Indians who come to the US are not Punjabi Sikhs, nor are they Muslim. Punjabis came earlier, but since the tech boom, most who come are Hindus usually from Southern India. About 20% are also Christian. These Hindu and Christian Indians from Southern India are model minorities. Think of these kids who do well in the Spelling Bee. No crime, no trash, just educated hard working folks. Especially here where I am in San Jose, CA. So are these Canadians lying, or are the type of Indians who go to Canada worse? Those with fake diploomas or Sikhs claiming refugee status due to their religion and not being safe in Hindu India? Something is amiss bc how can these Indian immigrants be so different? If Canada is not vettung their immigrants why not? I also know that a coworker of mine who is from Southern India, his niece recently secured a visa to Canada and she is a Radiation Oncologist, an occupation Canada is in need of. So assumed lie the US, Canada is letting in needed skilled workers.
Identity Attack0.37361985
Insult0.3126888
Profanity0.06395709
Threat0.0076507707
Severe Toxicity0.0127685545
Moderate 0.36095104 Constructive 0.813
Jan 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Why tf is there n auto rickshaw in Canada?
Why tf is there n auto rickshaw in Canada?
Identity Attack0.030433474
Insult0.08582769
Profanity0.40929472
Threat0.008285114
Severe Toxicity0.017933069
Moderate 0.36095104 Low Con 0.19 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by …
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by the Liberal government. This is an invasion not immigration!!!
Identity Attack0.43896464
Insult0.16773392
Profanity0.021398475
Threat0.009592636
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.293
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, …
OMG! As a muslim Canadian, I can tell you I came to Canada because it is not a Muslim country. I wanted to be here because it is NOT muslim. And as a secular Canadian, I tell everyone to keep your culture in your house. That’s where it belongs.
Identity Attack0.44690517
Insult0.12521741
Profanity0.044668075
Threat0.007301235
Severe Toxicity0.016964722
Moderate 0.36095104 Constructive 0.579 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own people in the process. (See Item 1) 3. Shopping mall colleges enrolling foreign students, taking their money and pumping out useless "Business Diplomas" for classes they never attended, Then they claim asylum and or turn to crime all the while mooching off food banks. (See items 1 & 2) 4. Foreign investors buying Tim Hortons, McDonalds, and other retail business then import and only hire their own people to work as indebted slaves as Canadian tax payers subsidize them. 5. Anyone can claim refugee status in Canada and get instant benefits. 6. They can bring over Grama and Grampa who contribute zero to the economy and clog up social services and the healthcare system. Questions?...
Identity Attack0.19298288
Insult0.37392882
Profanity0.070942834
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.36095104 Moderate Con 0.453 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Canada is destroyed. By these people is coming from ya third country
Canada is destroyed. By these people is coming from ya third country
Identity Attack0.3817989
Insult0.19734058
Profanity0.03489832
Threat0.032005094
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.21 Fear_Threat
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I …
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I guess they will be given lodging, food and healthcare, all on the taxpayers dime, Canada is a joke
Identity Attack0.32184324
Insult0.33964422
Profanity0.027410502
Threat0.008000307
Severe Toxicity0.009307861
Moderate 0.36095104 Moderate Con 0.363 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Too many EAST INDIANS in Canada. It needs to stop!!
Too many EAST INDIANS in Canada. It needs to stop!!
Identity Attack0.4453683
Insult0.15556364
Profanity0.02522431
Threat0.010214032
Severe Toxicity0.014963473
Moderate 0.36095104 Low Con 0.262 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is Khalistan
Canada is Khalistan
Identity Attack0.39207554
Insult0.33998606
Profanity0.16636424
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.212 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian …
Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion... Inside Canada's Indian Invasion...
Identity Attack0.40351558
Insult0.18728738
Profanity0.051181246
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.128 Advertisement_Spam
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As …
Canada needs a Name change . Call it what it really has become . CANINDIA. You will see more white people in New Delhi , than you see in many parts of Canada . As soon as there are more people from India in Government than white people , Canada will be a Third World Nation.
Identity Attack0.4453683
Insult0.16839184
Profanity0.028230323
Threat0.01052473
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.136 Fear_Threat
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think …
there should be a CAP per country! We are filling Canada with Indians and Arabs. Cultures so far removed western life. It should be only 20K limit a year PER country and I still think that's insanely high.
Identity Attack0.44690517
Insult0.18728738
Profanity0.06495911
Threat0.023026628
Severe Toxicity0.02116089
Moderate 0.36095104 Constructive 0.55 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …

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.