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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: "If your country is so …" 3,912 comments · Page 93 of 157
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no …
That number is not nearly enough! All immigration into this country should be put on hold. And all those who are hostile to the Canadian way of life must leave as well. They have no business fleecing the Canadian taxpayers. And let's not forget those who started this whole scam in the first place.....
Identity Attack0.14019285
Insult0.1505596
Profanity0.017572641
Threat0.012751401
Severe Toxicity0.005455017
Low Tox 0.24603334 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
Identity Attack0.09080041
Insult0.10148193
Profanity0.035649836
Threat0.009256045
Severe Toxicity0.007019043
Low Tox 0.24603334 Moderate Con 0.362 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
🇨🇦 is a ✝️ country 😊
🇨🇦 is a ✝️ country 😊
Identity Attack0.23542951
Insult0.08533409
Profanity0.09389619
Threat0.009178371
Severe Toxicity0.013349563
Low Tox 0.24603334 Moderate Con 0.304
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
canada with indians is turning into sweden with middle easterns. they dont belong here in any of the 2 countries, its not racist its just facts
Identity Attack0.28034934
Insult0.071433455
Profanity0.020442016
Threat0.007145886
Severe Toxicity0.0065612793
Low Tox 0.24442963 Low Con 0.278 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Identity Attack0.21075934
Insult0.08831572
Profanity0.040158957
Threat0.018364733
Severe Toxicity0.00831604
Low Tox 0.24442963 Moderate Con 0.318 Fear_Threat
Sep 5, 2025 How Canada broke its immigration …
With 10 plus years of the Federal Liberals incompetence governing Canada none of this surprises me!!! We may not want to admit it but we may need to start using Mr. Trump's play book on …
With 10 plus years of the Federal Liberals incompetence governing Canada none of this surprises me!!! We may not want to admit it but we may need to start using Mr. Trump's play book on how to handle illegal immigration in this country!!!
Identity Attack0.07094744
Insult0.1798321
Profanity0.013507691
Threat0.0069646453
Severe Toxicity0.0038719177
Low Tox 0.24442963 Moderate Con 0.45 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Deport all of them. 100%. Cancel all student programs. Set up new laws including the tools for tracking all temporary student visas. Mandatory country exit upon finishing school. Violations : deportation with ban of entry …
Deport all of them. 100%. Cancel all student programs. Set up new laws including the tools for tracking all temporary student visas. Mandatory country exit upon finishing school. Violations : deportation with ban of entry the country forever.
Identity Attack0.109318495
Insult0.04969218
Profanity0.018392462
Threat0.11002964
Severe Toxicity0.008392334
Low Tox 0.24442963 Low Con 0.239 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have …
😂 I love how these people accuse European settlers for killing the natives and conquering the land without even realising that without them Canada wouldn't even exist. Do you really think those Native tribes have the capability to create the advance infrastructure that we see today in Canada?? These people also complain about the wrong doings of the Europeans but have no shame in taking benefits this country provides which is not available in their native countries.
Identity Attack0.18391247
Insult0.076502606
Profanity0.023311393
Threat0.09776353
Severe Toxicity0.008468628
Low Tox 0.24442963 Moderate Con 0.496 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
Identity Attack0.19890837
Insult0.089778624
Profanity0.014293353
Threat0.0076119336
Severe Toxicity0.0064849854
Low Tox 0.24442963 Moderate Con 0.315 Fear_Threat
Jun 16, 2025 1 likes How Canada broke its immigration …
The SIKH are one of the few people we should allow into our countries.
The SIKH are one of the few people we should allow into our countries.
Identity Attack0.28034934
Insult0.06302499
Profanity0.048175167
Threat0.022163315
Severe Toxicity0.015802706
Low Tox 0.24442963 Moderate Con 0.375 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Carney is busy globe trotting solving other country problems. He is tone deaf and thick skinned to Canadians.
Identity Attack0.055673428
Insult0.1935001
Profanity0.01893901
Threat0.0073789097
Severe Toxicity0.0045394897
Low Tox 0.24282593 Low Con 0.209
Nov 28, 2025 Thousands of refugees allowed into …
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Identity Attack0.1232452
Insult0.100019015
Profanity0.026590679
Threat0.008492245
Severe Toxicity0.0066375732
Low Tox 0.24282593 Low Con 0.268
Oct 2, 2025 IRCC Names India in Study …
I'm an indian even i don't want any foreigner to overpopulate or change the natives and foreigner ratio of my country then why would other countries like that its a valid dislike for indians out …
I'm an indian even i don't want any foreigner to overpopulate or change the natives and foreigner ratio of my country then why would other countries like that its a valid dislike for indians out there.
Identity Attack0.2816105
Insult0.06757036
Profanity0.059948977
Threat0.01119791
Severe Toxicity0.008277893
Low Tox 0.24282593 Constructive 0.611 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
I have zero issue with people wanting to come to Canada to build a better life for themselves, what I have a problem with is the cheating to get into the country from the rampant …
I have zero issue with people wanting to come to Canada to build a better life for themselves, what I have a problem with is the cheating to get into the country from the rampant fraud in India and then they cheat to get ahead like abusing the foreign temporary worker program to get kick backs and not trying to learn the language. If we went to India to do 1/10th of this we would be thrown in jail or worse
Identity Attack0.27340925
Insult0.089778624
Profanity0.030639706
Threat0.029933142
Severe Toxicity0.008392334
Low Tox 0.24282593 Constructive 0.597
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for …
I was born and raised in Canada. Been here for 52 years but I won't die here. This ISN'T Canada anymore. My teenage daughter couldn't find her first summer job, she had to work for her grandparents at their house gardening. Every single....no exaggeration...Tim Hortons, fast food place, Walmart....every single business in my town has 95% East Indians who don't even speak English. We can't find a doctor or housing. Our beaches and green spaces are getting dumped on continually by people that don't respect our country. Omg I could go on but why bother....the government doesn't listen.🙄
Identity Attack0.22707681
Insult0.11978693
Profanity0.036401358
Threat0.009023022
Severe Toxicity0.0090408325
Low Tox 0.2412222 Constructive 0.672
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any …
Well, after World War II, nobody really wants to fight each other by using nukes and stuff so we had Covid now we have mass immigrants. How do you attack a country without sending any bombs off you flood them
Identity Attack0.116281845
Insult0.04852104
Profanity0.040910475
Threat0.13815513
Severe Toxicity0.010070801
Low Tox 0.2412222 Low Con 0.227 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
They are here to destroy our Country to bring in globalism.
They are here to destroy our Country to bring in globalism.
Identity Attack0.047706615
Insult0.06858205
Profanity0.03389629
Threat0.06787856
Severe Toxicity0.007247925
Low Tox 0.2412222 Low Con 0.186 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Western countries need to only allow immigrants from other western countries. Period point blank.
Western countries need to only allow immigrants from other western countries. Period point blank.
Identity Attack0.27875587
Insult0.04910661
Profanity0.019963788
Threat0.009048914
Severe Toxicity0.006942749
Low Tox 0.2396185 Low Con 0.118 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
And the world hates on Trump, look what Canada will have to do, follow Trump's, I wish Canada was sold to the USA. It's getting out of hand here we can't manage our country anymore
And the world hates on Trump, look what Canada will have to do, follow Trump's, I wish Canada was sold to the USA. It's getting out of hand here we can't manage our country anymore
Identity Attack0.08500996
Insult0.10587067
Profanity0.017367685
Threat0.0130621
Severe Toxicity0.0051498413
Low Tox 0.2396185 Moderate Con 0.372 Comparative_Framing
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
carney has and is detroying our beautiful country.......just look around
carney has and is detroying our beautiful country.......just look around
Identity Attack0.009767435
Insult0.1469393
Profanity0.018255826
Threat0.013165667
Severe Toxicity0.003967285
Low Tox 0.23812068 Low Con 0.277 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare …
After finishing the video you asked why, and still didn't have an answer. This is lazy of you. It is very easy to find the answer. The answer is economics, specifically capitalism and the welfare state. In order for capitalism to function the best for asset owners, the economy must continue to grow. Company revenues, stock prices, home prices, assets in general. Also, the welfare state needs to have more younger workers paying into the system to cover welfare services for the elderly retired population. Back in the 1950s, economists in Western countries realized their population demographics were inverting. Meaning, the elderly population was growing while the younger population growth rate was slowing down. This is the natural outcome of a wealthy educated society—the elderly live longer due to better healthcare and living conditions, and women tend to have fewer children as they spend more time in school and pursue a career, also families need fewer children compared to poor agrarian societies for various reasons. As such, these economists advised the politicians to increase immigration. This was the way to get more workers in your country to prevent a slow deflationary spiral by increasing consumption, and increase the tax base. Bonus if you bring in STEM workers as economies are becoming more dependent on tech. Anyway that's your answer.
Identity Attack0.0073995716
Insult0.16897665
Profanity0.044668075
Threat0.007598988
Severe Toxicity0.0039863586
Low Tox 0.23812068 Constructive 0.634
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Karma for forcing Jesus on all us. Couldn't of just been a country with no religion or possibly all but no it's Jesus or go home
Karma for forcing Jesus on all us. Couldn't of just been a country with no religion or possibly all but no it's Jesus or go home
Identity Attack0.22458547
Insult0.061801232
Profanity0.033645786
Threat0.009722093
Severe Toxicity0.007820129
Low Tox 0.23812068 Low Con 0.27
Sep 11, 2025 Why Canadians Are Turning Against …
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
these numbers are laughable, a slap in the face of all Canadian tax payers and law abiding citizens of this country
Identity Attack0.026609946
Insult0.16795322
Profanity0.018324144
Threat0.04201601
Severe Toxicity0.0059127808
Low Tox 0.23812068 Moderate Con 0.32 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …

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.