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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: "As a Canadian, we are …" 3,707 comments · Page 46 of 149
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Identity Attack0.39966375
Insult0.24928534
Profanity0.14225815
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.613 Moral_Argument
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
Identity Attack0.35299334
Insult0.3388922
Profanity0.022628209
Threat0.0071717775
Severe Toxicity0.01083374
Moderate 0.36095104 Moderate Con 0.469
Jan 4, 2026 3 likes New rules, regulations take effect …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies …
I lost him at.. 3:10 "New canadians pay no taxes" This is how the far right kills a dog by labeling it a mad dog. Either these people are so brainwashed or making up lies to have their way. They don't deliberately sell among themselves, the newcomers gravitate to areas where there are people of their own ethnicities. Cultural enclaves existed for centuries. Commercial-broadway area in Vancouver is full of Italians and greeks, Richmond and Burnaby are asians mostly chinese, some pockets in Toronto downtown have heavy middle eastern and african presence. You are selectively targeting the Indians because of your inherent prejudice. Also Assimilation is a 2 way street. There are so many people who are trying to make friends with other cultures especially white but they say they don't show as much love and openness as we do. You can't say "they don't assimilate" when you yourself don't allow them near you.
Identity Attack0.2803029
Insult0.35333878
Profanity0.06145202
Threat0.051391184
Severe Toxicity0.01483436
Moderate 0.36095104 Constructive 0.67 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree with most of what he said except native Canadians are not white. Let’s remember that they were the first to invade. Native Canadians were almost murdered to extinction 😢
I agree with most of what he said except native Canadians are not white. Let’s remember that they were the first to invade. Native Canadians were almost murdered to extinction 😢
Identity Attack0.4453683
Insult0.16758773
Profanity0.04592061
Threat0.13815513
Severe Toxicity0.01896597
Moderate 0.36095104 Constructive 0.688 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
Identity Attack0.3825363
Insult0.2735258
Profanity0.025907494
Threat0.008789998
Severe Toxicity0.011138916
Moderate 0.36095104 Low Con 0.276 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
9 dollers a month..😢😢😢 feeling sorry for that girl 😂😂😂...Indians are 1.4 billion strong instead of taking in educated indian class Canadian govt. Chose to gave visas to cheap indian labour class...😂😂😂
Identity Attack0.3958119
Insult0.2435641
Profanity0.027273865
Threat0.00746953
Severe Toxicity0.01121521
Moderate 0.36043653 Moderate Con 0.347 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to …
My only problem with immigrants is that when you are in another country, you should conform to that country not try to make it a replica of your former country. Many don't even want to learn the language. Anyway from the video, the number of unemployed Canadians are not because of the Indians, they just don't want to work hard to earn a living, they want handouts. Most look like homeless druggies, don't blame others for what you did to yourself. If you are unhappy where you are, Canada is a big place go somewhere else and start over.
Identity Attack0.38176915
Insult0.3388922
Profanity0.05543986
Threat0.008323951
Severe Toxicity0.014511578
Moderate 0.36043653 Constructive 0.588
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian here. We are cooked. This isn’t just in Brampton, it’s nation wide. Our housing, job markets and healthcare systems are inundated. Deport them all.
Canadian here. We are cooked. This isn’t just in Brampton, it’s nation wide. Our housing, job markets and healthcare systems are inundated. Deport them all.
Identity Attack0.33352965
Insult0.16824563
Profanity0.027683776
Threat0.13650303
Severe Toxicity0.01644827
Moderate 0.36043653 Constructive 0.501
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Doesn't that White Canadian guy realize that he, too, is a White 🗑? He said that all good Whites moved out, and he is still there??
Identity Attack0.41975367
Insult0.1662211
Profanity0.05393682
Threat0.009437286
Severe Toxicity0.01502803
Moderate 0.36043653 Moderate Con 0.345 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Im Canadian, I cant think of a reason I would be in the states for more then 30 days, but if so, I have no problem with this as we should be doing this in …
Im Canadian, I cant think of a reason I would be in the states for more then 30 days, but if so, I have no problem with this as we should be doing this in Canada as well. Too many criminals!
Identity Attack0.056772653
Insult0.21153036
Profanity0.00025829094
Threat0.0015011193
Severe Toxicity0.000009291139
Moderate 0.35764563 Policy_Critique
Dec 10, 2025
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Identity Attack0.37953663
Insult0.18852992
Profanity0.06295506
Threat0.016638106
Severe Toxicity0.019611536
Moderate 0.3561489 Low Con 0.247 Comparative_Framing
Feb 12, 2026 4 likes Inside Canada's Indian Invasion...
Canadians are immigrant!
Canadians are immigrant!
Identity Attack0.38445538
Insult0.23704576
Profanity0.04742365
Threat0.0066151097
Severe Toxicity0.01302678
Moderate 0.3561489 Moderate Con 0.349 Identity_Assertion
Aug 24, 2025 Why Canadians Are Turning Against …
Canadians don't like east indians...nor will they ever...things will not work out well for them.
Canadians don't like east indians...nor will they ever...things will not work out well for them.
Identity Attack0.45348886
Insult0.13607834
Profanity0.02795705
Threat0.010990778
Severe Toxicity0.01302678
Moderate 0.3561489 Low Con 0.214
Aug 28, 2025 Why Canadians Are Turning Against …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.3072352
Insult0.34032786
Profanity0.039657943
Threat0.011793415
Severe Toxicity0.0127685545
Moderate 0.3561489 Constructive 0.519
Jun 26, 2025 2 likes How Canada broke its immigration …
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - …
Canada wanted foreigners to do the dirty work - menial work Millions of educated indians got green card - without having a job They came to canada - they found out 30% found jobs - 70% did low pay work And Brampton - brown town - erupted - symbol of Canadian Greed
Identity Attack0.36702603
Insult0.3126888
Profanity0.028776871
Threat0.0074824756
Severe Toxicity0.010681152
Moderate 0.3561489 Moderate Con 0.457 Economic_Argument
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
And yet, legal students get blamed and Canadians being called racists for years🤡
And yet, legal students get blamed and Canadians being called racists for years🤡
Identity Attack0.37730414
Insult0.25007802
Profanity0.02385794
Threat0.00756015
Severe Toxicity0.010070801
Moderate 0.3561489 Moderate Con 0.311 Moral_Argument
Sep 28, 2025 832 likes IRCC Names India in Study …
Canadian titizen here kick out all refugees and asylum seeker and no welfare for this leaches
Canadian titizen here kick out all refugees and asylum seeker and no welfare for this leaches
Identity Attack0.36702603
Insult0.22303216
Profanity0.04216301
Threat0.13815513
Severe Toxicity0.017803956
Moderate 0.35186127 Low Con 0.185 Call_To_Action
Feb 11, 2026 Canada's tighter immigration policy divides …
Canadians cannot afford to have children.
Canadians cannot afford to have children.
Identity Attack0.40713623
Insult0.15556364
Profanity0.02836696
Threat0.0100069
Severe Toxicity0.015221698
Moderate 0.35186127 Low Con 0.185
Aug 28, 2025 Why Canadians Are Turning Against …
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed …
More like Khalistanis rather than Indians most people who are qualified only takes up Canada if they don't get their first choice ( US ) but Canada under Trudeau in the name of diversity allowed people with questionable background without any checks and they mostly come from one region , to generalise this goof up by canadian govt for monies from international students to subsidise education to Canadian citizens is just mind boggling to start with :) As we know Canadians enjoy their company with Khalistanis , we don't need them here , keep them close to you
Identity Attack0.2949366
Insult0.34626248
Profanity0.11477985
Threat0.00814271
Severe Toxicity0.013801457
Moderate 0.35186127 Constructive 0.523
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
As a nigerian canadian i agree i love canada but the immigrants specifically indians who come are not changing at all there not even respecting the rules my family moved to canada to escpae poverty …
As a nigerian canadian i agree i love canada but the immigrants specifically indians who come are not changing at all there not even respecting the rules my family moved to canada to escpae poverty and corrupt government not bring that onto canada
Identity Attack0.38215697
Insult0.27558193
Profanity0.036401358
Threat0.007340072
Severe Toxicity0.011291504
Moderate 0.35186127 Constructive 0.629
Nov 6, 2025 1 likes Why Canadians Are Turning Against …
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian …
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian or chinese immigrants. would be very interesting to see who is pushing maid the hardest, and what ethnicity those doctors / care practitioners are. call me crazy but seems a bit like institutionalized genocide.
Identity Attack0.36873037
Insult0.26957804
Profanity0.05393682
Threat0.04880493
Severe Toxicity0.012703998
Moderate 0.35186127 Constructive 0.506 Unverified_Claim
Feb 28, 2026 Inside Canada's Indian Invasion...
Not all cultures are equal. Canadians are now forced to cohabit with subhumans with negative hygiene
Not all cultures are equal. Canadians are now forced to cohabit with subhumans with negative hygiene
Identity Attack0.36702603
Insult0.33964422
Profanity0.03990845
Threat0.008738215
Severe Toxicity0.009841919
Moderate 0.35186127 Low Con 0.249 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This government is vile and harmful to Canada and heritage Canadians.
This government is vile and harmful to Canada and heritage Canadians.
Identity Attack0.11396073
Insult0.3493834
Profanity0.025360947
Threat0.0116639575
Severe Toxicity0.0077819824
Moderate 0.35186127 Low Con 0.268
Jan 12, 2026 2 likes Canada’s new rules in 2026
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
Identity Attack0.36942887
Insult0.25404143
Profanity0.03765389
Threat0.008116818
Severe Toxicity0.010528564
Moderate 0.35186127 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for …
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for housing, food, and other necessities, but we have single CANADIAN mothers that are barely surviving. Liberals, you’re an absolute joke. I have zero respect for liberals. I only surround myself with intelligent thinkers. USA, Poland, & Hungary are the only countries I respect.
Identity Attack0.27991617
Insult0.34392178
Profanity0.05543986
Threat0.008919456
Severe Toxicity0.013607788
Moderate 0.35186127 Moderate Con 0.451 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...

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.