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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: "Most Canadians are not against …" 3,707 comments · Page 45 of 149
You my Canadian friends have dodged a bullet it could have been Pakistanis
You my Canadian friends have dodged a bullet it could have been Pakistanis
Identity Attack0.3817989
Insult0.15236975
Profanity0.057443913
Threat0.26849106
Severe Toxicity0.022452017
Moderate 0.36095104 Moderate Con 0.372 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
That white European lady was the least Canadian in the video
That white European lady was the least Canadian in the video
Identity Attack0.4054415
Insult0.1378885
Profanity0.087430455
Threat0.0100069
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.255 Policy_Critique
Feb 27, 2026 Inside Canada's Indian Invasion...
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
I beg ICE to raid Brampton and Surrey, btw I'm Canadian
Identity Attack0.25817248
Insult0.061101943
Profanity0.07611542
Threat0.49142194
Severe Toxicity0.02378681
Moderate 0.36095104 Moderate Con 0.466 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Great video @TylerOlivera Please look into Canadian Lima scams and indigenous scams next our country is being bled dry by scammers and our media is telling us to look the other way.
Identity Attack0.17070955
Insult0.36939126
Profanity0.045419596
Threat0.008039144
Severe Toxicity0.00869751
Moderate 0.36095104 Constructive 0.602 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Soon canadians also will have 💩 for breakfast
Soon canadians also will have 💩 for breakfast
Identity Attack0.27682206
Insult0.24928534
Profanity0.2337357
Threat0.009747985
Severe Toxicity0.017868511
Moderate 0.36095104 Low Con 0.206 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
US CANADIANS NEED TO ACT FAST & NOW ELSE THEY WILL TAKE OVER OUR BELOVED COUNTRY & IT'LL TURN INTO THEIRS WHICH WE CANNOT ALLOW! SPREAD AWARENESS & IF THAT DOESN'T WORK THEN WE NEED …
US CANADIANS NEED TO ACT FAST & NOW ELSE THEY WILL TAKE OVER OUR BELOVED COUNTRY & IT'LL TURN INTO THEIRS WHICH WE CANNOT ALLOW! SPREAD AWARENESS & IF THAT DOESN'T WORK THEN WE NEED TO TAKE ACTION & ANYONE THAT DISAGREES STAY OUT OF OUR WAY OR WE'LL WALK OVER YOU! #CanadiansFirst
Identity Attack0.109318495
Insult0.08558089
Profanity0.030389199
Threat0.44942492
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.372
Sep 10, 2025 Why Canadians Are Turning Against …
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 …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, …
Trust me canadians Ban the hindu aggression first hand Or you lot will end like their minority who are looked down and an enforced beef ban in the name of democracy. Next thing you know, you would berated in your own country, ask the muslims and Christians the suffering they go through because of the majority. The punjabi population you see there is predominantly Hindu too not sikh. They have been trained to say they are from Punjab to take attention away from Hindus
Identity Attack0.45610145
Insult0.17858955
Profanity0.037904397
Threat0.043955702
Severe Toxicity0.015544481
Moderate 0.36095104 Moderate Con 0.46 Fear_Threat
Feb 28, 2026 7 likes Inside Canada's Indian Invasion...
Those people need to leave Canada they are not here to be Canadian so they should go
Those people need to leave Canada they are not here to be Canadian so they should go
Identity Attack0.38185352
Insult0.16795322
Profanity0.033144772
Threat0.014393489
Severe Toxicity0.016060932
Moderate 0.36095104 Low Con 0.2
Aug 26, 2025 Why Canadians Are Turning Against …
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will …
The corrupt politicians are allowing Canada to be invaded. And you can't vote them out because the elections are rigged. It wont be long until there are no more Canadians in Canada. The country will need to be renamed.
Identity Attack0.18546575
Insult0.37279442
Profanity0.020373698
Threat0.010162249
Severe Toxicity0.007019043
Moderate 0.36095104 Low Con 0.157 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on …
What a funking irony - this Rempel garner women was in India’s lap in conservative leadership race. She was with Patrick Brown and Indians told to her to quit. She ‘left’ politics to focus on her personal life and came back as soon as Indians succeeded to put Piere as a leader instead of Patrick. Later bunch of material, testimonies came out about she being on a zoom call and Indians saying they don’t like she is running Patrick brown’s campaign. Foreign interference report exposed her pretty good but I guess canadians really are blind to the fact that while they are taking out their anger on immigrants their country is compromised and sold put by their own trusted politicians and that too, to a third world country like India!
Identity Attack0.27171627
Insult0.31740165
Profanity0.33453682
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.36095104 Moderate Con 0.499
Sep 30, 2025 IRCC Names India in Study …
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)
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social …
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social media. Canada has become a joke. Canadians are moving away and migrants keep coming in. Because we can't get the support from our government and costs r sky high and jobs r no longer givin to Canadians only immigrants. Migrants come in with smiles but have a plan to destroy us and take over. Same as greedy liberals
Identity Attack0.3817989
Insult0.30326313
Profanity0.039407436
Threat0.016638106
Severe Toxicity0.016964722
Moderate 0.36095104 Constructive 0.559
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Identity Attack0.44690517
Insult0.16861114
Profanity0.02392626
Threat0.010964886
Severe Toxicity0.017868511
Moderate 0.36095104 Constructive 0.534 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
My government has failed me as a Canadian, I paid in to cpp since I was 19, i had a stroke and went blind in my left in 2024 at 56 and cannot get cpp …
My government has failed me as a Canadian, I paid in to cpp since I was 19, i had a stroke and went blind in my left in 2024 at 56 and cannot get cpp disability, but hundreds of thousands get my tax payer dollars every year……just rotten
Identity Attack0.04822223
Insult0.36798462
Profanity0.06946823
Threat0.010472948
Severe Toxicity0.0074768066
Moderate 0.36095104 Moderate Con 0.492
Oct 19, 2025 IRCC Names India in Study …
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 …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this "HUMAN " get it , what they want, PLEASE GO HOMEEEEE!!!!!!!! we was a legal landed immigrant 1986 but we was working in SWITZERLAND then they kicked us out, we was honest, we told them , we have a money, from jan. _ may we had to show the Canadian ambassador how much money we have, and we got here but no help. only the English school and we was so happy, 3 years later we asking the citizenship and we got it, THANK YOU CANADA
Identity Attack0.3072352
Insult0.2735258
Profanity0.07482228
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.67
Mar 16, 2019 How much do refugees and …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Karma is a beetch. Western Canadians did the same to the native Indian population (just like the US), and now this is your karma. Ha ha ha!
Karma is a beetch. Western Canadians did the same to the native Indian population (just like the US), and now this is your karma. Ha ha ha!
Identity Attack0.28034934
Insult0.27763805
Profanity0.20483992
Threat0.008738215
Severe Toxicity0.017093835
Moderate 0.36095104 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Identity Attack0.29188538
Insult0.36798462
Profanity0.024404489
Threat0.007793174
Severe Toxicity0.009765625
Moderate 0.36095104 Low Con 0.145 Policy_Critique
Feb 26, 2026 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.