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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

click to expand

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: "USA - you are the …" 407 comments · Page 10 of 17
4:00 the good ones go to USA lol
4:00 the good ones go to USA lol
Identity Attack0.073429056
Insult0.033019636
Profanity0.059447967
Threat0.012647836
Severe Toxicity0.0073623657
Low Tox 0.17025198 Low Con 0.21 Comparative_Framing
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Government doesn't care that we are being overrun by criminals. Crime is rampant in the concentrated centres where these people live. The USA cares and we will pay heavily if they decide to stop it …
Government doesn't care that we are being overrun by criminals. Crime is rampant in the concentrated centres where these people live. The USA cares and we will pay heavily if they decide to stop it by force.
Identity Attack0.048737846
Insult0.0720671
Profanity0.018187506
Threat0.0138755
Severe Toxicity0.003414154
Low Tox 0.1693855 Moderate Con 0.338 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Why would Indians want to go to USA when they're doing fine there in Canada? It's cold but there's no risk of ICE
Identity Attack0.18158256
Insult0.033019636
Profanity0.027410502
Threat0.007327127
Severe Toxicity0.004787445
Low Tox 0.165053 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
USA is thankfully not canada ! haha
USA is thankfully not canada ! haha
Identity Attack0.14661247
Insult0.04032305
Profanity0.016069634
Threat0.0071070488
Severe Toxicity0.004310608
Low Tox 0.1641865 Moderate Con 0.326
Jan 13, 2026 Inside Canada's Indian Metropolis (Brampton)
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
30 days in USA ?!?!? Let the rich suffer a bit !!!😊
Identity Attack0.0023323228
Insult0.009155289
Profanity0.0003310308
Threat0.12002785
Severe Toxicity0.000036134938
Low Tox 0.16335471 Humor_Satire
Dec 29, 2025
Canadian government officials saying that illegal border crossings to USA does not exist !!! BS!!!
Canadian government officials saying that illegal border crossings to USA does not exist !!! BS!!!
Identity Attack0.049761772
Insult0.06652143
Profanity0.062454045
Threat0.0071717775
Severe Toxicity0.004787445
Low Tox 0.16331999 Low Con 0.159 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Identity Attack0.120924085
Insult0.038566336
Profanity0.046922635
Threat0.012854968
Severe Toxicity0.0077056885
Low Tox 0.15932569 Low Con 0.117 Comparative_Framing
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores Because he knows his time in power is coming soon to an end Once an election is called And he only thinks of what’s next for him
Identity Attack0.0076215584
Insult0.08582769
Profanity0.015010698
Threat0.006330303
Severe Toxicity0.0019168854
Low Tox 0.15600902 Low Con 0.273 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If only they were coming here to sneak into he USA. But no, they are all staying, unfortunately.
If only they were coming here to sneak into he USA. But no, they are all staying, unfortunately.
Identity Attack0.08583717
Insult0.043250903
Profanity0.018324144
Threat0.008893564
Severe Toxicity0.0038719177
Low Tox 0.1537979 Low Con 0.192 Humor_Satire
Jan 30, 2026 Inside Canada's Indian Invasion...
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Identity Attack0.08087392
Insult0.047349896
Profanity0.013268576
Threat0.007832011
Severe Toxicity0.0028419495
Low Tox 0.1460314 Moderate Con 0.42 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
trump ruined the usa he is a parisite thats eating the country alive
trump ruined the usa he is a parisite thats eating the country alive
Identity Attack0.0051747323
Insult0.090244174
Profanity0.00021485004
Threat0.0015644156
Severe Toxicity0.0000058127252
Low Tox 0.14467357
Dec 8, 2025
51 needs to happen. USA USA
51 needs to happen. USA USA
Identity Attack0.031464707
Insult0.01890341
Profanity0.028913507
Threat0.06626215
Severe Toxicity0.0104522705
Low Tox 0.14429577 Low Con 0.137 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Iam raised in usa for 36 years, i like to see different people, not just a particular group, even in these communities people of same ethnicity live and operate, whilst bengalis, tamil etc.. live scattered.
Iam raised in usa for 36 years, i like to see different people, not just a particular group, even in these communities people of same ethnicity live and operate, whilst bengalis, tamil etc.. live scattered.
Identity Attack0.14661247
Insult0.032248367
Profanity0.028503597
Threat0.010602405
Severe Toxicity0.005455017
Low Tox 0.14429577 Constructive 0.749
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
to answer your question... ''is canada being used as a stepping stone to sneak into the usa?'' ummm....no. why would people who are in canada legally on the path to citizenship trade that for the …
to answer your question... ''is canada being used as a stepping stone to sneak into the usa?'' ummm....no. why would people who are in canada legally on the path to citizenship trade that for the uncertainty of being an illegal alien?
Identity Attack0.08583717
Insult0.06023245
Profanity0.011628932
Threat0.0064079775
Severe Toxicity0.0024986267
Low Tox 0.14429577 Moderate Con 0.331
Jan 27, 2026 Inside Canada's Indian Invasion...
These people seem to behave better than most new arrivals here in the USA.
These people seem to behave better than most new arrivals here in the USA.
Identity Attack0.10221587
Insult0.0350029
Profanity0.017436003
Threat0.006861079
Severe Toxicity0.003414154
Low Tox 0.14082454 Constructive 0.523
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
Identity Attack0.07177465
Insult0.032689095
Profanity0.02392626
Threat0.006699257
Severe Toxicity0.0037384033
Low Tox 0.13561769 Low Con 0.279 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
The schools took in billions and made the municipalities take on the burden of rental demands, cost of food and resources. Sue the schools for not providing housing! Sue the immigration lawyers for scamming the …
The schools took in billions and made the municipalities take on the burden of rental demands, cost of food and resources. Sue the schools for not providing housing! Sue the immigration lawyers for scamming the students for $3k to $5k! Time for a Trump like investigation! Luckily for Canada, we provide ZERO jobs unlike the Tech Cos in the USA!
Identity Attack0.035589635
Insult0.06757036
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.0026130676
Low Tox 0.13561769 Constructive 0.545 Policy_Critique
Sep 27, 2025 5 likes IRCC Names India in Study …
There are parts of the USA where Hispanics can live without speaking English and servicing their own :for example in Miami ,Florida .
There are parts of the USA where Hispanics can live without speaking English and servicing their own :for example in Miami ,Florida .
Identity Attack0.15303208
Insult0.0279513
Profanity0.020851927
Threat0.006757513
Severe Toxicity0.002937317
Low Tox 0.12260055 Moderate Con 0.347
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
He called the USA, “greatest country on earth” do me a favour 😭😭😭😭
He called the USA, “greatest country on earth” do me a favour 😭😭😭😭
Identity Attack0.026609946
Insult0.025800243
Profanity0.031641733
Threat0.0089712385
Severe Toxicity0.0049972534
Low Tox 0.1182615 Low Con 0.298 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Put them in military plane as USA did instead of wasting tax payer money
Put them in military plane as USA did instead of wasting tax payer money
Identity Attack0.0069185994
Insult0.030926194
Profanity0.01309778
Threat0.04363242
Severe Toxicity0.0035476685
Low Tox 0.1182615 Low Con 0.134
Dec 24, 2025 1 likes Deportations From Canada at Their …
USA! USA!! wait, what? CANADIA? CANADIANS
USA! USA!! wait, what? CANADIA? CANADIANS
Identity Attack0.10221587
Insult0.02567133
Profanity0.018119188
Threat0.007314181
Severe Toxicity0.004272461
Low Tox 0.115658075 Low Con 0.266 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...

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.