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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

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Active: "Not all immigrants. I an …" 3,653 comments · Page 29 of 147
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement their preplanned abominable NWO agendas...Through "Immigration Reforms" they will implement the whole A.I. Digital ID solutions...DO NOT FALL FOR IT. DO NOT PARTAKE IN ANY OF THE NWO BEAST SYSTEMS
Identity Attack0.27701542
Insult0.35333878
Profanity0.27882218
Threat0.03373172
Severe Toxicity0.023552058
Moderate 0.42985553 Low Con 0.266 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Speaking as a black immigrant. Brampton is the first place and only thus far where I have experienced racism. It was the worst 2 years of living here...high car insurance cause they keep meeting in …
Speaking as a black immigrant. Brampton is the first place and only thus far where I have experienced racism. It was the worst 2 years of living here...high car insurance cause they keep meeting in accidents...deliberately and by accident. They are nasty. Don't follow rules. Impose their own ways on everybody else. I'm not racist but they make me feel partial.
Identity Attack0.46028158
Insult0.4125297
Profanity0.15283443
Threat0.011819307
Severe Toxicity0.022452017
Moderate 0.42985553 Constructive 0.687 Personal_Narrative
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The minister of immigration must return to Somalia. His peop.e who are Fighting amo get themselves string children and others up on trees BARBARIC AND WE MUST HAVE HIM HERE
The minister of immigration must return to Somalia. His peop.e who are Fighting amo get themselves string children and others up on trees BARBARIC AND WE MUST HAVE HIM HERE
Identity Attack0.33060804
Insult0.29383746
Profanity0.10240069
Threat0.3481519
Severe Toxicity0.024819711
Moderate 0.42985553 Low Con 0.264
Jul 23, 2018 1 likes How much do refugees and …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Hotel bought by this women in immigration to house transitional immigrants, why do Taxpyers have to pay for her incompetence
Hotel bought by this women in immigration to house transitional immigrants, why do Taxpyers have to pay for her incompetence
Identity Attack0.34974504
Insult0.46923602
Profanity0.041160982
Threat0.0074824756
Severe Toxicity0.01393057
Moderate 0.42985553 Low Con 0.3 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Identity Attack0.36873037
Insult0.34626248
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.289 Identity_Assertion
Sep 28, 2025 How Canada broke its immigration …
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Wow. I am absolutely disgusted with fellow Canadians think about immigration like this.shame on you.
Identity Attack0.36873037
Insult0.40975618
Profanity0.05543986
Threat0.0101363575
Severe Toxicity0.016125489
Moderate 0.4274071 Moderate Con 0.433
Sep 2, 2025 Why Canadians Are Turning Against …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes to wash their dirty money will collapse on said bankers. So Canada has to become India to support their questionable usury behaviours.
Identity Attack0.28034934
Insult0.4747285
Profanity0.07967158
Threat0.009929225
Severe Toxicity0.013801457
Moderate 0.4274071 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
Identity Attack0.5051609
Insult0.3388922
Profanity0.04642162
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.277 Identity Attack Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Identity Attack0.50515604
Insult0.26957804
Profanity0.16636424
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.457 Identity Attack Unverified_Claim
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by …
I'm sick of being treated like a racist because I don't want my country filled with people from another country who do not share the same values as my people. It's a disgusting attempt by the media controlled governments to turn people against each other while they simply rack in the money off immigration fees.
Identity Attack0.3908055
Insult0.41530323
Profanity0.09744903
Threat0.009592636
Severe Toxicity0.016964722
Moderate 0.4269174 Constructive 0.523 Identity_Assertion
Feb 11, 2026 6 likes Inside Canada's Indian Invasion...
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
My parents came here from Italy they worked my grandparents worked no one was on social aid we built the country that's immigration today they come and expect their way that's Canada today sickening.
Identity Attack0.36942887
Insult0.44802538
Profanity0.03389629
Threat0.007314181
Severe Toxicity0.013349563
Moderate 0.4269174 Constructive 0.562
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going …
You see a lot of Indian people it's not a people they all Indian students you know how much money the Canada has robbed before they come to the Canada you know you're not going to believe it that much money they've been paying before they come to the Canada they've not came free there or they not immigrant they are a student visa students from India so stop talking about Indians and punjabis seems where they are Indian your country who use the punjabis against India throwing a storms and bomb the planes Air India back in the '80s or I think 85 they blow one plane out and they are the innocent people right Make up your mind is those people are innocent punjabis and your country are human right champion and now suddenly everyone talking s*** about Indians
Identity Attack0.4830652
Insult0.36798462
Profanity0.10920923
Threat0.122295745
Severe Toxicity0.02383376
Moderate 0.4269174 Constructive 0.562 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
As an immigrant, I support deporting immigration scammers
As an immigrant, I support deporting immigration scammers
Identity Attack0.4139151
Insult0.39743927
Profanity0.19278693
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.381 Moral_Argument
Oct 1, 2025 IRCC Names India in Study …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three levels especially that they pepper sprayed someone, if it was a group of white people doing that I bet they would be out of the woodwork denouncing it. Why can't Canada bring in Europeans, Americans, Japanese, people from Taiwan and Central and South Americans, we essentially get f---ed over and get the leftovers
Identity Attack0.45610145
Insult0.38852
Profanity0.35094926
Threat0.03787563
Severe Toxicity0.02406851
Moderate 0.4269174 Constructive 0.619
Aug 25, 2025 Why Canadians Are Turning Against …
why they dropheads blaming those immigrants.
why they dropheads blaming those immigrants.
Identity Attack0.38318536
Insult0.42881694
Profanity0.17473823
Threat0.013372798
Severe Toxicity0.020515325
Moderate 0.4269174 Low Con 0.188 Question
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Identity Attack0.49584505
Insult0.3388922
Profanity0.09868695
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.311 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Identity Attack0.5203519
Insult0.2838064
Profanity0.12158839
Threat0.053007595
Severe Toxicity0.059217658
Moderate 0.4269174 Low Con 0.233 Identity Attack Unverified_Claim
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Identity Attack0.3825363
Insult0.40243408
Profanity0.2564132
Threat0.2172668
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.397 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
The liberals minister for immigration doesn't have a clue. She is not going to win this argument. Just take a look around you. Sick of this.
Identity Attack0.060220852
Insult0.48627716
Profanity0.050930742
Threat0.009411395
Severe Toxicity0.00831604
Moderate 0.4269174 Low Con 0.278 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Identity Attack0.4887047
Insult0.36537176
Profanity0.29209393
Threat0.02613456
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.494 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
57,000$/year is "middle class"? That's ridiculous.on top of that, Canada needs a serious social infrastructure boost to put a bandaid on the insane immigration numbers of the last 5 years as well.
57,000$/year is "middle class"? That's ridiculous.on top of that, Canada needs a serious social infrastructure boost to put a bandaid on the insane immigration numbers of the last 5 years as well.
Identity Attack0.1007269
Insult0.47384647
Profanity0.068967216
Threat0.008582866
Severe Toxicity0.009498596
Moderate 0.4269174 Moderate Con 0.463
Jan 3, 2026 18 likes New rules, regulations take effect …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported. Politicians corruption like a third world countries because those immigrants are from those countries.
Identity Attack0.49032792
Insult0.39297962
Profanity0.09583591
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.413 Call_To_Action
Sep 13, 2025 Why Canadians Are Turning Against …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I …
All the suffering I see by my fellow Canadians while new immigrants flash unlimited gift cards, drive spanking new, high end vehicles, and go home to paid for homes is very hard to stomach. I have never felt bad feelings toward any group of people, but that is changing by the day. The garbage on the ground and the filthy public restrooms are disgusting. The shoplifting is off the charts…I literally witnessed a group of black young women walk slowly out of a Winners store while the alarms blared and the staff just shrugged. Canadians cannot get jobs, the service has tanked in the last few years due to an entitled workforce with a bad attitude. wtf?
Identity Attack0.42615733
Insult0.4339631
Profanity0.12035047
Threat0.01238892
Severe Toxicity0.021806452
Moderate 0.4269174 Constructive 0.575 Fear_Threat
Aug 27, 2025 42 likes Why Canadians Are Turning Against …

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.