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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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Active: "We are with you, Canada." 6,088 comments · Page 134 of 244
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
Identity Attack0.12208464
Insult0.0623257
Profanity0.022286616
Threat0.033386398
Severe Toxicity0.00541687
Low Tox 0.20172562 Moderate Con 0.323
Dec 29, 2025 Deportations From Canada at Their …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
Should be 1.8 million deported. Do better Canada!
Should be 1.8 million deported. Do better Canada!
Identity Attack0.10757765
Insult0.04090862
Profanity0.0147374235
Threat0.053654157
Severe Toxicity0.006904602
Low Tox 0.20172562 Low Con 0.288 Call_To_Action
Dec 24, 2025 438 likes Deportations From Canada at Their …
I am an engineer and my wife is a doctor, but if we wanted to go to Canada as tourists, you wouldn't grant visas to Turkish citizens.
I am an engineer and my wife is a doctor, but if we wanted to go to Canada as tourists, you wouldn't grant visas to Turkish citizens.
Identity Attack0.28034934
Insult0.038566336
Profanity0.017436003
Threat0.0077284453
Severe Toxicity0.0047302246
Low Tox 0.20172562 Constructive 0.579 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal immigrants and foreign criminals collected and exported out of Canada. Process the people who are here legally and give our systems time to fix issues created by the Failed Liberal Immigration Policy.
Identity Attack0.16587129
Insult0.07903719
Profanity0.012926984
Threat0.01101667
Severe Toxicity0.004272461
Low Tox 0.20172562 Moderate Con 0.307 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Now Canada knows how the states feel about Mexicans.
Now Canada knows how the states feel about Mexicans.
Identity Attack0.2774022
Insult0.03827355
Profanity0.018324144
Threat0.006356194
Severe Toxicity0.0035095215
Low Tox 0.20172562 Moderate Con 0.305 Comparative_Framing
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Some Singh is very wrong in Canada
Some Singh is very wrong in Canada
Identity Attack0.16159154
Insult0.08558089
Profanity0.027273865
Threat0.0073918556
Severe Toxicity0.0045776367
Low Tox 0.20172562 Moderate Con 0.363 Identity_Assertion
Jan 16, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is cooked.
Canada is cooked.
Identity Attack0.09162762
Insult0.06774519
Profanity0.0569429
Threat0.010058682
Severe Toxicity0.0075531006
Low Tox 0.20149297 Low Con 0.295
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This is India now Canada is finished.
This is India now Canada is finished.
Identity Attack0.18391247
Insult0.04207976
Profanity0.02126184
Threat0.039256934
Severe Toxicity0.009422302
Low Tox 0.20149297 Low Con 0.189 Fear_Threat
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Identity Attack0.10235514
Insult0.0838533
Profanity0.02249157
Threat0.008336896
Severe Toxicity0.0039482117
Low Tox 0.20149297 Moderate Con 0.344 Call_To_Action
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans …
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans to annihilate a culture. Pray for our nation Canada.
Identity Attack0.19693321
Insult0.06494803
Profanity0.013985921
Threat0.024062606
Severe Toxicity0.0064849854
Low Tox 0.20149297 Moderate Con 0.416 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Across both Alberta and British Columbia, when in a large center, it is quite easy to believe you are in India not Canada. Thanks Eastern Canada for continuing to elect Governments who in a desperate …
Across both Alberta and British Columbia, when in a large center, it is quite easy to believe you are in India not Canada. Thanks Eastern Canada for continuing to elect Governments who in a desperate attempt to hide their miserable economic performance have relied on immigration to falsely boost the numbers. Albertans want out.
Identity Attack0.099899694
Insult0.113185234
Profanity0.016172111
Threat0.006835188
Severe Toxicity0.0033187866
Low Tox 0.20149297 Moderate Con 0.486 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We don’t have enough planes to send them away. The only right thing to do now is close the immigration from India. The more they grow, the harder for them to assimilate to the rest …
We don’t have enough planes to send them away. The only right thing to do now is close the immigration from India. The more they grow, the harder for them to assimilate to the rest of Canada.
Identity Attack0.23011416
Insult0.05027775
Profanity0.014498309
Threat0.015256803
Severe Toxicity0.0075531006
Low Tox 0.20126031 Moderate Con 0.301 Policy_Critique
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
it is so disturbing how people are being brought in to be exploited for labour, legally and fraudulently, and also simply refusing to leave on temporary visas. or even buying their way in. living conditions …
it is so disturbing how people are being brought in to be exploited for labour, legally and fraudulently, and also simply refusing to leave on temporary visas. or even buying their way in. living conditions cramped, bad pay, buying their way. LMIA scams. meanwhile quality of life for all goes down. we need healthcare and hospitals and education and jobs. basic infrastructure is crumbling. can we fix this before we keep bringing in more and more people in to a country that is in a polycrisis please? if you are thinking of coming to Canada right now please spread the word, resources are spread thin here.
Identity Attack0.021585498
Insult0.12159709
Profanity0.04642162
Threat0.008466354
Severe Toxicity0.0050354004
Low Tox 0.20126031 Constructive 0.754 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Canada and US are both immigrants countries 😂😂😂
Canada and US are both immigrants countries 😂😂😂
Identity Attack0.18468912
Insult0.06250052
Profanity0.021125201
Threat0.005948403
Severe Toxicity0.0046539307
Low Tox 0.20126031 Low Con 0.197 Comparative_Framing
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. This is happening worldwide in every single European white culture countries. This is not by accident.
Identity Attack0.21075934
Insult0.04090862
Profanity0.017914234
Threat0.010395273
Severe Toxicity0.005340576
Low Tox 0.20126031 Moderate Con 0.338 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Is this really canada or pajeetstan
Is this really canada or pajeetstan
Identity Attack0.10221587
Insult0.09855611
Profanity0.08096472
Threat0.0071070488
Severe Toxicity0.007095337
Low Tox 0.20126031 Low Con 0.126
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, …
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, Inuit, Métis, and many more.. had lived here for thousands of years before Canada even existed. Colonization brought disease, massacres, land theft, and the cultural genocide of residential schools, where countless Indigenous children suffered and died. The Canada these people now claim as their own was built on stolen land and Indigenous blood. And now, the same system they built.... one that preaches democracy, equality, and freedom is biting them back, as people from every corner of the world, including those with darker skin, come to settle, contribute, and rightfully share in what they once stole. History has a way of balancing itself and this time, justice looks a lot more diverse...
Identity Attack0.14661247
Insult0.08831572
Profanity0.016616182
Threat0.012337137
Severe Toxicity0.005760193
Low Tox 0.20126031 Constructive 0.676 Moral_Argument
Oct 27, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada has become a haven for money laundering through shell companies and real estate. The whole economy is fundamentally proped up on crime.
Canada has become a haven for money laundering through shell companies and real estate. The whole economy is fundamentally proped up on crime.
Identity Attack0.10221587
Insult0.097093195
Profanity0.014600786
Threat0.0071070488
Severe Toxicity0.0036811829
Low Tox 0.20102765 Low Con 0.199 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever else they want prolly wont get any! Canada just needs to enforce stricter rules and deport illegals and students who can't pay for a year upfront, and fraudulent people/companies etc! Immigrants are good but the scale is not and reverse needs to be done for a while!
Identity Attack0.17303948
Insult0.076185785
Profanity0.0147374235
Threat0.009230154
Severe Toxicity0.0050354004
Low Tox 0.20102765 Constructive 0.614 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Metropolis (Brampton)
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto …
I became homeless after spending over 2 months in the ICU of a Toronto hospital barely walking in was taken to a Toronto city shelter and for 5 years I've been in 5 different Toronto shelters in what seemed like a blink of a eye every shelter became 80% north African Muslim men ,they were given cash allowances to buy their own food $80 a day plus welfare cheques once a month boosted up with TTC allowance $157 clothing allowances and yes they were all given money to buy laptops and smart phones apparently so they can keep in touch with their families back in Africa, in the last shelter I stayed in there was only 6 white Canadian born homeless people living there and 94 north Africans whom we started to notice were being housed only to have the next one take up their cott space housed yes and when we started looking into how they were getting housed so fast when we were apparently on a 37,000 name waiting list for housing with our housing workers telling us it will take 10 years if we are lucky then we found out about the secret housing program that these fresh off the boat immigrants were getting market value apartments of their choice you pick the government pays one African we befriended ( he wasn't a believer in Islam shush or they'll kill him) got a 1 bedroom condo apartment over looking Toronto's Island airport $2,700 a month and the government payed for all his furnishings, so now we knew and we approached the on site housing workers asking why we weren't told about COHB at first they tried to deny it existed but researching we had all the information first these COHB forms were to be handed out to those with seniority length of stay so as to cut out on abuse being that they are worth over $250,000 after ten years of paying your rent as in free housing for life , then we discovered the staff were making false entries on our files claiming some of us lost our seniority for fighting claiming we were kicked out for 14 days others for smoking violations what they didn't think we knew was on admission to any shelter you sign a agreement that they are videoing you and keeping a file on you that also stated we are allowed to have up to date copies of our files then during the 2 weeks we were supposedly kicked out we asked for the videos from that period once they realized we had a advocate working for us who a l so supplies lawyers to us should we need so they got caught then management called us all up for a meeting and that's when we hit him with a bombshell yes the shelters are staffed with immigrants from the same African countries this Hoard is coming from and we have a sworn statement saying they are charging $10,000 for these guaranteed housing forms yes $10,000 that's what our none Muslim African shelter friend payed for his form and why he's now living free in easily close to a million dollar condo and believe me the cars parked there show it, ok so after we busted them guess what 6 whites who were all born in Canada and have lived a average of 3.5 years in a shelter all got housed in apartments of our choosing mind we did get ours fully furnished by the government like all these illegal Christian hating islamists get free housing free food free clothing free medical free dental free prescription drugs and a free huge monthly welfare cheque Rebel news please contact us we want every Canadian to know what's going on and how we Canadians are being left out, p.s just go to any money transfer business at the end of the month and you'll see line ups of these north Africans wiring money back to their wives and families even boxing up all the mountains of free clothing sending it to Africa same what they're doing with all the prescription drugs they are getting for free everything is about making money taking taking taking not putting anything back , now I sleep soundly no one stealing my belongings no more catching a different cold every week no more being called a filthy infidel which seems to be their favorite word COHB look that up and if your living paycheck to paycheck working 2 jobs just get to a shelter say one with 94 Africans who will all be housed shortly leaving you the most seniority easy peasy but remember to keep a eye on your file for false entries or borrow $10,000 to buy one
Identity Attack0.20878418
Insult0.0777699
Profanity0.025770858
Threat0.007819066
Severe Toxicity0.0075531006
Low Tox 0.20102765 Constructive 0.78 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
If someone is committing a crime and deceiving someone now, what will they do after becoming a citizen? Canada is getting worse day by day.
If someone is committing a crime and deceiving someone now, what will they do after becoming a citizen? Canada is getting worse day by day.
Identity Attack0.10221587
Insult0.0838533
Profanity0.017504321
Threat0.013113883
Severe Toxicity0.0049972534
Low Tox 0.20102765 Moderate Con 0.313 Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Identity Attack0.23391083
Insult0.06794841
Profanity0.014054239
Threat0.0071847234
Severe Toxicity0.005569458
Low Tox 0.20102765 Constructive 0.548 Identity_Assertion
Aug 25, 2025 11 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.