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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 #}

Comment Explorer

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

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30,738 comments · Page 595 of 1230
as someone who lives in canada i don’t mind indian, punjab or whatever race at all. i like the diversity here and wouldn’t have it any other way
as someone who lives in canada i don’t mind indian, punjab or whatever race at all. i like the diversity here and wouldn’t have it any other way
Identity Attack0.28034934
Insult0.04910661
Profanity0.03690237
Threat0.00780612
Severe Toxicity0.007896423
Low Tox 0.22579013 Constructive 0.515
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are …
Yeah as a Canadian who lives in the Greater Toronto Area, I can appreciate how immigration as a concept is good. But Canada is at a point now where a large influx of immigrants are shocking our economy and dropping our quality of life. And the majority of these immigrants come from one country. No hate to India, as a half Indian myself, but when you bring these people over in droves, they feel it unnecessary to assimilate as they all coalesce with each other - where they feel comfortable. So you have the majority of them who don't speak our language, who don't carry our values, and don't feel that any of it is required. And it makes you feel, as a Canadian like you're being taken over. We want a lower immigration rate, and we want a greater spread of people from across the world. I don't want Canada to become India.
Identity Attack0.24970764
Insult0.08582769
Profanity0.029050145
Threat0.008686432
Severe Toxicity0.00705719
Low Tox 0.22579013 Constructive 0.843
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I can't imagine the number of "bad" people that have been let into this country, and we are paying for it.
I can't imagine the number of "bad" people that have been let into this country, and we are paying for it.
Identity Attack0.09245483
Insult0.09270445
Profanity0.018187506
Threat0.008556974
Severe Toxicity0.0039482117
Low Tox 0.22579013 Moderate Con 0.488 Fear_Threat
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Identity Attack0.17614605
Insult0.08533409
Profanity0.06295506
Threat0.0077802283
Severe Toxicity0.0062179565
Low Tox 0.22579013 Constructive 0.538 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
shamed
shamed
Identity Attack0.009693438
Insult0.08434689
Profanity0.073529124
Threat0.008867673
Severe Toxicity0.0048828125
Low Tox 0.22579013 Moderate Con 0.473
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
The liberals have even broke their compatriots.
The liberals have even broke their compatriots.
Identity Attack0.07591068
Insult0.08212569
Profanity0.035649836
Threat0.020954676
Severe Toxicity0.0044059753
Low Tox 0.22579013 Low Con 0.168 Policy_Critique
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
I am so effin tired but, most of all Pakistanis.
I am so effin tired but, most of all Pakistanis.
Identity Attack0.24970764
Insult0.06250052
Profanity0.068967216
Threat0.017674083
Severe Toxicity0.007896423
Low Tox 0.22579013 Moderate Con 0.464 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What a joke liberal government disaster is
What a joke liberal government disaster is
Identity Attack0.053399716
Insult0.10294484
Profanity0.045670103
Threat0.008945347
Severe Toxicity0.004425049
Low Tox 0.22579013 Low Con 0.214 Policy_Critique
Jan 5, 2026 6 likes Migrants cross into Canada near …
And viewers are Indians……..
And viewers are Indians……..
Identity Attack0.27875587
Insult0.06669625
Profanity0.022628209
Threat0.007262398
Severe Toxicity0.007019043
Low Tox 0.22579013 Low Con 0.279 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Yeah and all the immigrants are sending their earnings out of Canada. 🐓🍭n government
Yeah and all the immigrants are sending their earnings out of Canada. 🐓🍭n government
Identity Attack0.22261032
Insult0.0670459
Profanity0.018802373
Threat0.0070034824
Severe Toxicity0.0052261353
Low Tox 0.22579013 Low Con 0.204
Jan 8, 2026 New rules, regulations take effect …
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around …
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around this county and just a cpl more surrounding us has went up 20 fold! ALOT of Indian(Computer Indian, Not the Indians that have Always been here and should rightfully own it) owned companies around here now. No apartments to rent around here anymore, and the ones you find have the rent jacked up to crazy amounts! I get along with all the ones I know. Nice , hard working people. My Dr. Is from India now too!
Identity Attack0.24293575
Insult0.0811385
Profanity0.029186781
Threat0.008116818
Severe Toxicity0.008010864
Low Tox 0.22579013 Constructive 0.761 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle …
For those who are sying: "The problem isn't Indian people coming to Canada, its Indian people turning Canada into India", I have a question for you all? Q1: If you take Africans, East Asians, Middle eastern people, latin americans, maxicans, etc in huge numbers, wouldn't they turn your canada into Africa, East asia, middle east, latin america, maxico, etc? Q2: Your government took immigrants in huge number and only from India, whose fault is that?
Identity Attack0.28034934
Insult0.058475737
Profanity0.01490822
Threat0.0067963502
Severe Toxicity0.0049972534
Low Tox 0.22579013 Moderate Con 0.424
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy told you in the video. They are having babies and you are not. Because of your generosity/weakness they will take your country and through you out. When someone tells you who they are... …
The guy told you in the video. They are having babies and you are not. Because of your generosity/weakness they will take your country and through you out. When someone tells you who they are... listen!
Identity Attack0.060220852
Insult0.081508696
Profanity0.026590679
Threat0.017674083
Severe Toxicity0.00667572
Low Tox 0.22579013 Moderate Con 0.323
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of …
To be honest i wouldn't see it as too much of a big deal if they just assimilate into our society and culture, not bring their third world cultures and beliefs here as none of us asked for this.
Identity Attack0.27662867
Insult0.06477321
Profanity0.02836696
Threat0.008194493
Severe Toxicity0.008010864
Low Tox 0.22579013 Constructive 0.538 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Cry more
Cry more
Identity Attack0.0075845607
Insult0.06669625
Profanity0.05168226
Threat0.05721026
Severe Toxicity0.007972717
Low Tox 0.22579013 Moderate Con 0.366
Jan 27, 2026 Inside Canada's Indian Invasion...
End Immigration now please 🥺🙏
End Immigration now please 🥺🙏
Identity Attack0.22707681
Insult0.030816011
Profanity0.020168742
Threat0.019573374
Severe Toxicity0.010528564
Low Tox 0.22579013 Moderate Con 0.348 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton needs the Racoon City treatment
Brampton needs the Racoon City treatment
Identity Attack0.027011903
Insult0.09270445
Profanity0.0569429
Threat0.044602267
Severe Toxicity0.008506775
Low Tox 0.22579013 Low Con 0.147 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
What do you call an Indian-Canadian ?? Wannabe-Wytt-Jeet 😂😂😂
What do you call an Indian-Canadian ?? Wannabe-Wytt-Jeet 😂😂😂
Identity Attack0.21470967
Insult0.07745308
Profanity0.020373698
Threat0.0064597605
Severe Toxicity0.0061798096
Low Tox 0.22579013 Low Con 0.153 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even …
Took my parents 6-7 years to get to Canada, legally, approximately 35 years ago. How do these people come as students, then take jobs from citizens, and then sponsor their family members who can't even contribute to our society. Literally putting a burden on all the systems. The government not patching this loophole has fked us up. You come to study, then do that and go back.
Identity Attack0.019676208
Insult0.08508729
Profanity0.22792831
Threat0.007314181
Severe Toxicity0.006790161
Low Tox 0.22579013 Constructive 0.619 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
GET.THEM.OUT.
GET.THEM.OUT.
Identity Attack0.009767435
Insult0.04910661
Profanity0.040409464
Threat0.13815513
Severe Toxicity0.0077056885
Low Tox 0.22579013 Low Con 0.29 Call_To_Action
Dec 25, 2025 1 likes Deportations From Canada at Their …
I’m good with that , go back home
I’m good with that , go back home
Identity Attack0.010655383
Insult0.082372494
Profanity0.041160982
Threat0.012699619
Severe Toxicity0.007095337
Low Tox 0.22579013 Moderate Con 0.436
Nov 23, 2025 Quebec Ends Economic Immigration Program …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when …
It's not a booming economy as majority of it comes from the government. The indians taking advantage of the refugee system to get 85k a year The indian employers abusing the wage subsidy program when they hire indian international students, another indian for the POC category. Or outright corruption that indian government workers do from selling driver's licenses, CDLs etc.
Identity Attack0.24293575
Insult0.08484049
Profanity0.02249157
Threat0.008026198
Severe Toxicity0.0048065186
Low Tox 0.22445217 Moderate Con 0.436 Unverified_Claim
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
And please search and send them to Indian
And please search and send them to Indian
Identity Attack0.25647953
Insult0.043250903
Profanity0.035649836
Threat0.03373172
Severe Toxicity0.009498596
Low Tox 0.22445217 Moderate Con 0.37
Sep 29, 2025 IRCC Names India in Study …
The whole immigration scam relies on no one tracking and enforcing the laws
The whole immigration scam relies on no one tracking and enforcing the laws
Identity Attack0.1444726
Insult0.071116626
Profanity0.029888187
Threat0.0072365063
Severe Toxicity0.0051879883
Low Tox 0.22445217 Low Con 0.151 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …

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.