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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: "All these countries are about …" 3,912 comments · Page 146 of 157
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us …
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us have
Identity Attack0.01666154
Insult0.012224905
Profanity0.014259194
Threat0.0066798385
Severe Toxicity0.0012302399
Low Tox 0.036634352 Constructive 0.623 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Identity Attack0.018872296
Insult0.014960921
Profanity0.012585391
Threat0.0067963502
Severe Toxicity0.001411438
Low Tox 0.036634352 Moderate Con 0.44
Sep 29, 2025 IRCC Names India in Study …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference. Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Identity Attack0.014048826
Insult0.016784932
Profanity0.013917602
Threat0.0068287146
Severe Toxicity0.0011873245
Low Tox 0.03639866 Constructive 0.702 Moral_Argument
Oct 15, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
I will sharpe this video ! Thank you for showing the truth what we are being confronted within our previous precious Country !
I will sharpe this video ! Thank you for showing the truth what we are being confronted within our previous precious Country !
Identity Attack0.009545447
Insult0.011768902
Profanity0.016616182
Threat0.009074804
Severe Toxicity0.002155304
Low Tox 0.03639866 Constructive 0.565 Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If they want to change Canada into their own country, why are they leaving their own country at the first place?
If they want to change Canada into their own country, why are they leaving their own country at the first place?
Identity Attack0.021786476
Insult0.012224905
Profanity0.0103992
Threat0.0065050707
Severe Toxicity0.0011920929
Low Tox 0.03592727 Low Con 0.203
Aug 25, 2025 Why Canadians Are Turning Against …
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Fun Fact - Punjab exists in both India and Pakistan, so People saying that they're from Punjab is a good cover to not say which country they're from.
Identity Attack0.026408968
Insult0.013592913
Profanity0.016137952
Threat0.00704232
Severe Toxicity0.0012588501
Low Tox 0.03592727 Moderate Con 0.436 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Unlike other countries, Canada is honest about the saturation that is happening over the time. They are objective about it. If citizens feel insecure about their future, it is time for them to halt immigration …
Unlike other countries, Canada is honest about the saturation that is happening over the time. They are objective about it. If citizens feel insecure about their future, it is time for them to halt immigration for some time. AI Coming, people are loosing jobs. Rents are increasing etc.
Identity Attack0.015958117
Insult0.014884921
Profanity0.009716015
Threat0.00704232
Severe Toxicity0.0011777878
Low Tox 0.03592727 Moderate Con 0.432 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
Nah Canada is the greatest country on earth
Nah Canada is the greatest country on earth
Identity Attack0.013546381
Insult0.012452906
Profanity0.017709278
Threat0.0067316215
Severe Toxicity0.0016975403
Low Tox 0.035691574 Moderate Con 0.327 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
''Greatest country on earth''
''Greatest country on earth''
Identity Attack0.011617327
Insult0.0116169015
Profanity0.022218296
Threat0.00789674
Severe Toxicity0.0019359589
Low Tox 0.035691574 Low Con 0.287 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. …
Being proud of one’s country is good, but discarding another nation’s (especially the one you immigrate to) culture and customs and continuing to follow your own, even considering them better, that’s when the problem begins. When you leave a country for the purpose of immigration, only its memories should stay with you, nothing else
Identity Attack0.019374741
Insult0.012186904
Profanity0.010723713
Threat0.0063432488
Severe Toxicity0.00089645386
Low Tox 0.035691574 Moderate Con 0.499 Moral_Argument
Feb 10, 2026 11 likes Inside Canada's Indian Invasion...
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change to the country. I want Canada to be a good place to live.
Identity Attack0.009360458
Insult0.01625293
Profanity0.00950252
Threat0.0064532873
Severe Toxicity0.0009775162
Low Tox 0.035691574 Constructive 0.598 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont go. Dont betray your country.
Dont go. Dont betray your country.
Identity Attack0.0020000546
Insult0.014002593
Profanity0.0001260884
Threat0.0015561116
Severe Toxicity0.000004367438
Low Tox 0.035433132 Call_To_Action
Dec 9, 2025
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
Identity Attack0.01274247
Insult0.013972916
Profanity0.013712646
Threat0.006356194
Severe Toxicity0.0012874603
Low Tox 0.035220183 Constructive 0.581 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
Identity Attack0.009027477
Insult0.013326911
Profanity0.011936366
Threat0.008246276
Severe Toxicity0.0010490417
Low Tox 0.034984488 Moderate Con 0.399 Solidarity
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Maybe Canadians should spend their hard earned money in their own country instead of Trumps, also start to restrict Americans coming North
Identity Attack0.015445016
Insult0.0062027355
Profanity0.000085307685
Threat0.0006335917
Severe Toxicity0.0000047105987
Low Tox 0.034775984
Dec 9, 2025
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
How can a country transform like that in a matter of a few years 😮
How can a country transform like that in a matter of a few years 😮
Identity Attack0.0076215584
Insult0.013972916
Profanity0.013473531
Threat0.0070552654
Severe Toxicity0.0013923645
Low Tox 0.034748793 Low Con 0.21 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Identity Attack0.0021052153
Insult0.002611604
Profanity0.00045627786
Threat0.014628023
Severe Toxicity0.000018632369
Low Tox 0.034747977 Humor_Satire
Apr 13, 2025
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
there are others countries than Canada!
there are others countries than Canada!
Identity Attack0.022188433
Insult0.013402912
Profanity0.010911589
Threat0.006058442
Severe Toxicity0.0013256073
Low Tox 0.034277402 Low Con 0.297 Comparative_Framing
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
I wouldn't say Canada is the only Western country to break it's immigration system. Have you seen what is happening in the UK?
I wouldn't say Canada is the only Western country to break it's immigration system. Have you seen what is happening in the UK?
Identity Attack0.018972786
Insult0.012528907
Profanity0.010433359
Threat0.0068416605
Severe Toxicity0.0010585785
Low Tox 0.034277402 Constructive 0.525 Comparative_Framing
Jun 20, 2025 4 likes How Canada broke its immigration …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes

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.