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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: "as a refugee myself from …" 390 comments · Page 3 of 16
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Identity Attack0.46028158
Insult0.40975618
Profanity0.2188925
Threat0.064969026
Severe Toxicity0.023645958
Moderate 0.4274071 Constructive 0.65 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter …
My parents were refugees, came to Toronto in the 80s.... they didnt take advantage of the system even when they were eligible for benefits, worked their asses off in factories and never tried to alter Canada in any way, in return i sacrificed 8 years in my 20s to serve in the canadian forces as a thank you, and let me tell you the racism in the military was disgusting, it was happening before and itll get worse....
Identity Attack0.15517195
Insult0.43296707
Profanity0.31402156
Threat0.011482717
Severe Toxicity0.022839356
Moderate 0.4269174 Constructive 0.664
Aug 26, 2025 Why Canadians Are Turning Against …
WE DO NOT WANT REFUGEES NONE
WE DO NOT WANT REFUGEES NONE
Identity Attack0.4887047
Insult0.16053712
Profanity0.079025
Threat0.032695748
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.203 Fear_Threat
Feb 27, 2026 'We do know that there's …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them …
Good!! Deport more. Anyone overstaying a visa, any fake refugees, get them all out. Send them back to fix their own countries, not drag those problems here. Failed refugee claimant = economic migrant. Get them out! edit: They can have deportations delayed because they might need medical services their country of origin can't provide? F that! Thats medical tourism and we are paying for it. Deport, deport, deport.
Identity Attack0.42615733
Insult0.34203702
Profanity0.22429734
Threat0.06755528
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.485
Dec 24, 2025 1 likes Deportations From Canada at Their …
I am surprised the kkk hasn’t shown up to get rid of refugees
I am surprised the kkk hasn’t shown up to get rid of refugees
Identity Attack0.46028158
Insult0.10440776
Profanity0.14754629
Threat0.44185185
Severe Toxicity0.049354076
Moderate 0.4269174 Low Con 0.235
Oct 3, 2025 Why Canadians Are Turning Against …
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine …
$420 a year wow that will cover the extra $1800 in food inflation we will be spending this year what a joke clowney and the lieberals need to stop printing money for refugees and ukraine and get our resources out there or resign.
Identity Attack0.06294931
Insult0.47384647
Profanity0.07482228
Threat0.009851551
Severe Toxicity0.009346008
Moderate 0.42349213 Low Con 0.208 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the …
You can cut the BS. This is largely a right wing propaganda. All the money and other things immigrants or refugees receive. I want to see a government issued monthly statement, not propaganda from the far right. The same is playing out in other countries. That is the plan to gain power. Even getting people of the same ethnicity to give legimacy. Like giving testemonials to sell some crap on tv.😂 I am not surprised if people are angry, but they should get the facts, before they do something based on lies.
Identity Attack0.14661247
Insult0.40243408
Profanity0.38343847
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.523 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
Identity Attack0.45348886
Insult0.40243408
Profanity0.084844165
Threat0.01187109
Severe Toxicity0.022193791
Moderate 0.42129645 Low Con 0.28 Unverified_Claim
Jan 4, 2026 Thousands of refugees allowed into …
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and …
8:47 this guy is full of contradictions he says they dont work and immediately says they work for indians and then says uber. He puts the classic prejudiced blanket "they are dirty people". "hotels and places to stay" is absurd that's misinformation, they neve get free hotels those are for europe and african refugees the indians temporarily move into overcrowded houses or apartments until they familiarize with the new country so they can minimize sky high rents and find friends and support but eventually move to their own condos as soon as they finish their courses and land jobs. Funniest of all 8:59 He says "they roam naked?" never saw indians naked here the only person naked is you man. Get well soon.
Identity Attack0.3825363
Insult0.35677677
Profanity0.2268346
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.631 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Identity Attack0.4931391
Insult0.26957804
Profanity0.14930901
Threat0.03304107
Severe Toxicity0.023599008
Moderate 0.41168427 Moderate Con 0.459 Unverified_Claim
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
in Sweden refugees from Somalia changed big part of Stockholm for dirty Little Mogadishu; army of lazy dirty social money eaters destroyed normal ciilization; thy never worked, never paid tax...super life for nothing, only produced …
in Sweden refugees from Somalia changed big part of Stockholm for dirty Little Mogadishu; army of lazy dirty social money eaters destroyed normal ciilization; thy never worked, never paid tax...super life for nothing, only produced new kids for more easy social money;
Identity Attack0.37012735
Insult0.42567953
Profanity0.10240069
Threat0.010188141
Severe Toxicity0.019998873
Moderate 0.40336934 Moderate Con 0.354
Dec 1, 2025 Thousands of refugees allowed into …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Identity Attack0.4139151
Insult0.37846634
Profanity0.04792466
Threat0.008789998
Severe Toxicity0.015931819
Moderate 0.4014846 Low Con 0.27 Fear_Threat
Sep 30, 2025 1 likes IRCC Names India in Study …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!! WAKE TF Up Canada... !!!
Identity Attack0.35299334
Insult0.35016364
Profanity0.2188925
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.40060925 Low Con 0.253 Unverified_Claim
Nov 21, 2025 17 likes Thousands of refugees allowed into …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids in this life. THANK YOU Canada. Now, it is appalling to see a whole bunch of immigrants using Cdns soft side to play with the system. They are all refugees. C’mon just on my freaking street every other building is rented by 2-3 immigrants. Which means no flat is left for people whom lwere either burned in Canada or legally immigrated here This massive immigration must stop.
Identity Attack0.36702603
Insult0.36021477
Profanity0.39207047
Threat0.01254427
Severe Toxicity0.023176458
Moderate 0.3972142 Constructive 0.686 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
I kept saying the border tightening wasnt to apease the Orange MAGAggot. Its for keeping illegal Americans out of our country. Get ready for an influx of American refugees sneaking through.
Identity Attack0.38208112
Insult0.37166002
Profanity0.11168506
Threat0.027688526
Severe Toxicity0.020515325
Moderate 0.3969567 Moderate Con 0.349 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
Meanwhile, fake refugees are welcomed with a red carpet
Meanwhile, fake refugees are welcomed with a red carpet
Identity Attack0.40883094
Insult0.32211447
Profanity0.09551262
Threat0.011508608
Severe Toxicity0.017158391
Moderate 0.39669925 Low Con 0.175
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Refugees in Canada get 83 thousand $ a year from are corrupt government.
Refugees in Canada get 83 thousand $ a year from are corrupt government.
Identity Attack0.22631748
Insult0.42567953
Profanity0.03840541
Threat0.0076637166
Severe Toxicity0.0075149536
Moderate 0.39644176 Low Con 0.198 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent seekers get money, housing, eyewear. Healthcare for free. What the f.... is wrong with people running the government .
Identity Attack0.14019285
Insult0.26957804
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.467 Policy_Critique
Jun 29, 2025 How much do refugees and …
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which …
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which caused them to relocate. I suspect a lot will repatriate themselves when the war ends. I've encoutered many immigrants over the years and I have noticed, that in the last 20 years or so that a disturbing number of refugees are bogus exploitative jerks who wound up here because they weren't welcome where they came from because of their own character flws.
Identity Attack0.36702603
Insult0.41530323
Profanity0.33453682
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.38434127 Constructive 0.763 Personal_Narrative
Oct 8, 2025 How Canada broke its immigration …
Why do refugees have access to social benefits at all? Do like Gulf countries, you can get work permit and work, but never citizenship, AND NEVER ACCESS TO SOCIAL BENEFITS, which are reserved to citizens …
Why do refugees have access to social benefits at all? Do like Gulf countries, you can get work permit and work, but never citizenship, AND NEVER ACCESS TO SOCIAL BENEFITS, which are reserved to citizens only. They don't have income and don't pay taxes. Did the gouvernment ask tax payers whether they want to pay for the living of refugees in this country?? How the hell can someone justify this? Or should we say the lefty extremist gouvernment hijacks tax payers for their superior feelings?
Identity Attack0.25647953
Insult0.24928534
Profanity0.33453682
Threat0.00948907
Severe Toxicity0.019224197
Moderate 0.37751234 Constructive 0.541
Dec 7, 2018 How much do refugees and …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other countries, opening doors to drug cartels and organized crimes to buy properties in the country which fuels housing prices to soar, capital gains tax increases , carbon taxes on people and industries. these are just a few.
Identity Attack0.21866
Insult0.3388922
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.365 Policy_Critique
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure …
Yes, Indians came to Canada. Yes, they live mostly in Brampton. So what? The focus should be on whether a person is a good citizen or not. If an Indian is being an a** sure call him out, but do exactly the same for any other race or community. There are many hard working, law abiding Indians in Brampton. Painting all Indians with the same brush demotivates the genuine ones. This is like someone spotting 5 homeless white or refugee people on the road and filming them to then say all white and refugees are sh*t.
Identity Attack0.42615733
Insult0.3388922
Profanity0.30866358
Threat0.035113025
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.695 Moral_Argument
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)

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.