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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: "It becomes more and more …" 606 comments · Page 14 of 25
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Most have become a burden on the average Canadian tax payers. The 1 guy India was better but yet they come here lmfao
Identity Attack0.18546575
Insult0.12702756
Profanity0.07191269
Threat0.008893564
Severe Toxicity0.008125305
Low Tox 0.25462922 Low Con 0.265 Economic_Argument
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
Identity Attack0.31892163
Insult0.071116626
Profanity0.025087673
Threat0.008336896
Severe Toxicity0.0066375732
Low Tox 0.25462922 Low Con 0.089 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hoping canada become india capital and usa become Third World
Hoping canada become india capital and usa become Third World
Identity Attack0.23998553
Insult0.082372494
Profanity0.025907494
Threat0.013321015
Severe Toxicity0.01083374
Low Tox 0.2540519 Low Con 0.146 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
common problem, it exist in all countries, where jealousy fuels hatred. when immigrants become more successful than locals, jealousy creeps in. Then violence.
Identity Attack0.23770751
Insult0.083112895
Profanity0.02522431
Threat0.019055385
Severe Toxicity0.0064849854
Low Tox 0.2540519 Moderate Con 0.448 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Import the THIRD WORLD become The THIRD WORLD.
Import the THIRD WORLD become The THIRD WORLD.
Identity Attack0.19298288
Insult0.06459839
Profanity0.018665737
Threat0.01086132
Severe Toxicity0.011978149
Low Tox 0.2540519 Low Con 0.098 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Our country is becoming banana republic, we need a tough leader!
Our country is becoming banana republic, we need a tough leader!
Identity Attack0.04512853
Insult0.16780703
Profanity0.06946823
Threat0.008298059
Severe Toxicity0.004863739
Low Tox 0.2524482 Low Con 0.218
Sep 29, 2025 IRCC Names India in Study …
Canada become a Khalistan or Punjab
Canada become a Khalistan or Punjab
Identity Attack0.27914262
Insult0.110259406
Profanity0.04491858
Threat0.017328756
Severe Toxicity0.01644827
Low Tox 0.25084448 Low Con 0.186 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
haha, canada becomes india :)
haha, canada becomes india :)
Identity Attack0.2795294
Insult0.081261896
Profanity0.034397304
Threat0.00789674
Severe Toxicity0.009536743
Low Tox 0.24763705 Moderate Con 0.332
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
Identity Attack0.19890837
Insult0.089778624
Profanity0.014293353
Threat0.0076119336
Severe Toxicity0.0064849854
Low Tox 0.24442963 Moderate Con 0.315 Fear_Threat
Jun 16, 2025 1 likes How Canada broke its immigration …
Becoming Canadian means having learning and practicing the Canadian culture. What a shame to our heritage
Becoming Canadian means having learning and practicing the Canadian culture. What a shame to our heritage
Identity Attack0.2127345
Insult0.10148193
Profanity0.014225035
Threat0.006220264
Severe Toxicity0.005264282
Low Tox 0.24282593 Moderate Con 0.378
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
«Canada has changed». Yes, it's become more and more brown, all thanks to liberal policies.
«Canada has changed». Yes, it's become more and more brown, all thanks to liberal policies.
Identity Attack0.2803029
Insult0.06774519
Profanity0.01627459
Threat0.007365964
Severe Toxicity0.005607605
Low Tox 0.2412222 Low Con 0.285 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare …
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare state. In order for capitalism to function the best for asset owners, the economy must continue to grow. Company revenues, stock prices, home prices, assets in general. Also, the welfare state needs to have more younger workers paying into the system to cover welfare services for the elderly retired population. Back in the 1950s, economists in Western countries realized their population demographics were inverting. Meaning, the elderly population was growing while the younger population growth rate was slowing down. This is the natural outcome of a wealthy educated society—the elderly live longer due to better healthcare and living conditions, and women tend to have fewer children as they spend more time in school and pursue a career, also families need fewer children compared to poor agrarian societies for various reasons. As such, these economists advised the politicians to increase immigration. This was the way to get more workers in your country to prevent a slow deflationary spiral by increasing consumption, and increase the tax base. Bonus if you bring in STEM workers as economies are becoming more dependent on tech. Anyway that's your answer.
Identity Attack0.0073995716
Insult0.16897665
Profanity0.044668075
Threat0.007598988
Severe Toxicity0.0039863586
Low Tox 0.23812068 Constructive 0.634
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Identity Attack0.07673789
Insult0.16853803
Profanity0.02973333
Threat0.00814271
Severe Toxicity0.0043296814
Low Tox 0.23739935 Moderate Con 0.382 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Migrants have become the Majority we Canadians are the minority. Sad really.
Migrants have become the Majority we Canadians are the minority. Sad really.
Identity Attack0.2795294
Insult0.07745308
Profanity0.013883443
Threat0.0063626673
Severe Toxicity0.0051116943
Low Tox 0.23739935 Moderate Con 0.437 Identity_Assertion
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities …
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities large enough that they don't really integrate. Immigration is fine, as Canadians it's always been our strength, but the jobs aren't keeping up. If the jobs become there, we need to mix up the countries, we can't have more Indians.
Identity Attack0.29951343
Insult0.0654725
Profanity0.02119352
Threat0.008414571
Severe Toxicity0.007095337
Low Tox 0.23667802 Constructive 0.697
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
when we become American ice will get rid of the ones that should not be here probably half
when we become American ice will get rid of the ones that should not be here probably half
Identity Attack0.10221587
Insult0.04910661
Profanity0.030890211
Threat0.13815513
Severe Toxicity0.011138916
Low Tox 0.23667802 Low Con 0.146 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Identity Attack0.1294935
Insult0.04149419
Profanity0.025360947
Threat0.013631714
Severe Toxicity0.01083374
Low Tox 0.2359567 Low Con 0.093 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
1:48 the fake colleges are the real ones. Conestoga has become a diploma mill because they can make so much money pumping out foreign students.
Identity Attack0.10221587
Insult0.083359696
Profanity0.037403382
Threat0.007754337
Severe Toxicity0.0049591064
Low Tox 0.2359567 Low Con 0.187 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Identity Attack0.1294935
Insult0.04149419
Profanity0.025360947
Threat0.013631714
Severe Toxicity0.01083374
Low Tox 0.2359567 Low Con 0.093 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Identity Attack0.16373143
Insult0.1378885
Profanity0.022354934
Threat0.008466354
Severe Toxicity0.00667572
Low Tox 0.2359567 Low Con 0.212 Moral_Argument
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Import the 3rd world, become the 3rd world.
Import the 3rd world, become the 3rd world.
Identity Attack0.1294935
Insult0.04149419
Profanity0.025360947
Threat0.013631714
Severe Toxicity0.01083374
Low Tox 0.2359567 Low Con 0.093
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canadians are so nice! They even would let their country become Indian
Canadians are so nice! They even would let their country become Indian
Identity Attack0.27875587
Insult0.056719027
Profanity0.034397304
Threat0.00823333
Severe Toxicity0.007133484
Low Tox 0.23415339 Moderate Con 0.377 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
So they care more about outsiders then their own citizens well being. I swear the west have become a joke 🙄😒🤦🏾‍♂️
So they care more about outsiders then their own citizens well being. I swear the west have become a joke 🙄😒🤦🏾‍♂️
Identity Attack0.10221587
Insult0.11172232
Profanity0.03389629
Threat0.0072753434
Severe Toxicity0.0046539307
Low Tox 0.23415339 Low Con 0.201
Dec 30, 2025 1 likes Deportations From Canada at Their …
Better than becoming a little Somalia.
Better than becoming a little Somalia.
Identity Attack0.23011416
Insult0.083359696
Profanity0.028640235
Threat0.009023022
Severe Toxicity0.008811951
Low Tox 0.23343207 Low Con 0.161 Fear_Threat
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
so sad what this city has become, absolute joke
so sad what this city has become, absolute joke
Identity Attack0.015154205
Insult0.14150882
Profanity0.033645786
Threat0.0069387536
Severe Toxicity0.003604889
Low Tox 0.23343207 Low Con 0.28 Fear_Threat
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.