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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: "Soon we will be the …" 251 comments · Page 8 of 11
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting …
Canada needs to crack down on this as soon as possible. This situation is getting out of control! How is the government letting so many people in on fraudulent documents and then not even deporting them?!?
Identity Attack0.015053716
Insult0.035553806
Profanity0.012141321
Threat0.009307829
Severe Toxicity0.0015163422
Low Tox 0.09872158 Moderate Con 0.366 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
Identity Attack0.008731495
Insult0.039444692
Profanity0.01220964
Threat0.005964585
Severe Toxicity0.0010919571
Low Tox 0.09741997 Constructive 0.675 Personal_Narrative
Nov 20, 2025 Quebec Ends Economic Immigration Program …
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
Identity Attack0.033784978
Insult0.023479814
Profanity0.014839902
Threat0.0116639575
Severe Toxicity0.002708435
Low Tox 0.09741997 Low Con 0.234 Fear_Threat
Jan 3, 2026 4 likes New rules, regulations take effect …
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Just wait until Second Sons & Dominion Society do what they've been planning. These things will soon learn they're not wanted in Canada.
Identity Attack0.044612918
Insult0.028722567
Profanity0.0113215
Threat0.008945347
Severe Toxicity0.0024986267
Low Tox 0.09655223 Low Con 0.163 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Soon Danielle will find something else to blame for her failure as premier in Alberta.
Soon Danielle will find something else to blame for her failure as premier in Alberta.
Identity Attack0.0055866763
Insult0.04207976
Profanity0.0103992
Threat0.006912862
Severe Toxicity0.0011444092
Low Tox 0.09351514 Low Con 0.164 Meta_Commentary
Jan 16, 2026 2.9 million Canadian temporary visas …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. …
The EU just signed a free trade deal with India which gives Indian 'professionals' the right to reside and work in the EU. It all started the same way in the US, Canada and AUS. Europe will be gone soon as well.
Identity Attack0.058401883
Insult0.025800243
Profanity0.015523086
Threat0.0077672824
Severe Toxicity0.0021457672
Low Tox 0.09308127 Moderate Con 0.348 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and …
Just an FYI here, lived worked my entire adult life in Canada, 62 now and don't have a doctor, can't retire anytime soon, but my illegal immigrant neighbours get 80 thousand dollars per year and free EVERYTHING! I made 30 thousand working and paying for them...GAWD help us all that have put our entire lives into paying for other people and countries well being, maybe one day Canada will put me first and make sure I can afford to eat in this country
Identity Attack0.058401883
Insult0.024640027
Profanity0.012004685
Threat0.0060066585
Severe Toxicity0.0021076202
Low Tox 0.08953904 Constructive 0.716 Personal_Narrative
Feb 27, 2026 20 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Identity Attack0.038683333
Insult0.023608726
Profanity0.013200258
Threat0.008945347
Severe Toxicity0.002632141
Low Tox 0.083999306 Low Con 0.137 Fear_Threat
Sep 30, 2025 2 likes IRCC Names India in Study …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant …
30 + years in this city and i have seen the changes. I dont want to single out students but they are the main reason for it. Fake car insurances and expensive cars they cant afford. Results in my insurance being higher by default. Many students coming here and not studying but getting on trucks as soon as they get their license makes brampton one of if not the most city with trucking companies . Sheridan college with its low standards dooms the city. Multiculturalism is good but when people ruin that for others for their own cash grab methods makes this city extremely expensive to live in.
Identity Attack0.014048826
Insult0.033239998
Profanity0.016342908
Threat0.007249452
Severe Toxicity0.001707077
Low Tox 0.08241652 Constructive 0.644 Personal_Narrative
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you go to Minnesota and its like Somalia , soon they will say theres no need for countries
Identity Attack0.04796442
Insult0.021159383
Profanity0.012380436
Threat0.007094103
Severe Toxicity0.0019741058
Low Tox 0.07845957 Moderate Con 0.328 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Identity Attack0.009360458
Insult0.02567133
Profanity0.010672474
Threat0.012078222
Severe Toxicity0.0019550323
Low Tox 0.07845957 Low Con 0.157 Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Alberta independent 😂 soon we separate from Canada love it 😂
Alberta independent 😂 soon we separate from Canada love it 😂
Identity Attack0.04048799
Insult0.021159383
Profanity0.01620627
Threat0.008272167
Severe Toxicity0.002784729
Low Tox 0.07687678 Low Con 0.277 Identity_Assertion
Feb 23, 2026 11 likes 'We do know that there's …
If you're not the bike guy already, you will be very soon
If you're not the bike guy already, you will be very soon
Identity Attack0.005364689
Insult0.024640027
Profanity0.019895468
Threat0.010447056
Severe Toxicity0.0023841858
Low Tox 0.06896287 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Soon Canada's name will change to Kannada 🤣🤣
Soon Canada's name will change to Kannada 🤣🤣
Identity Attack0.034816213
Insult0.020772645
Profanity0.015181494
Threat0.0072882893
Severe Toxicity0.0026130676
Low Tox 0.058737632 Low Con 0.131 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
As soon as the Europeans turned up it was over.
As soon as the Europeans turned up it was over.
Identity Attack0.028628819
Insult0.014884921
Profanity0.017709278
Threat0.011482717
Severe Toxicity0.0024223328
Low Tox 0.05824285 Low Con 0.224 Identity_Assertion
Jan 21, 2026 Why Canada’s immigration system has …
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
Identity Attack0.03223813
Insult0.017163089
Profanity0.025770858
Threat0.010162249
Severe Toxicity0.0028038025
Low Tox 0.05651112 Moderate Con 0.475
Jan 27, 2026 Inside Canada's Indian Invasion...
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Do not judge, lest ye be judged. I can see (soon) people advocating for things that they called others "evil" for only half a century ago.
Identity Attack0.0036627878
Insult0.023866551
Profanity0.013371054
Threat0.0077025536
Severe Toxicity0.0011062622
Low Tox 0.05280026 Moderate Con 0.436 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canada is going to be America soon Think of that. You need more,to fight
Canada is going to be America soon Think of that. You need more,to fight
Identity Attack0.014350293
Insult0.014352918
Profanity0.013268576
Threat0.016638106
Severe Toxicity0.0022792816
Low Tox 0.05255287 Low Con 0.155
Jan 8, 2026 Inside Canada's Indian Metropolis (Brampton)
that expiration date cannot come soon enough
that expiration date cannot come soon enough
Identity Attack0.005512681
Insult0.012946909
Profanity0.022969801
Threat0.01238892
Severe Toxicity0.0028419495
Low Tox 0.051068526 Low Con 0.291 Fear_Threat
Jan 28, 2026 1 likes 2.9 million Canadian temporary visas …
*One day soon Canada will be little Bharat ...*
*One day soon Canada will be little Bharat ...*
Identity Attack0.036878675
Insult0.01819439
Profanity0.011406898
Threat0.007353018
Severe Toxicity0.0022220612
Low Tox 0.049584184 Low Con 0.204
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
If immigration is a human right then expect 400,000 million more. Soon you will be equal.
If immigration is a human right then expect 400,000 million more. Soon you will be equal.
Identity Attack0.021987455
Insult0.013858915
Profanity0.0103821205
Threat0.007068211
Severe Toxicity0.0014305115
Low Tox 0.04785245 Low Con 0.206 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Some ordinary gamer is looking at Tyler video soon
Some ordinary gamer is looking at Tyler video soon
Identity Attack0.006474625
Insult0.016936934
Profanity0.023311393
Threat0.009463178
Severe Toxicity0.0022697449
Low Tox 0.04711028 Low Con 0.294 Meta_Commentary
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.