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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: "They do this to every …" 827 comments · Page 30 of 34
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling money lainderingf people smuggling etc.
Identity Attack0.0022753682
Insult0.02283525
Profanity0.013473531
Threat0.007081157
Severe Toxicity0.0012683868
Low Tox 0.04711028 Moderate Con 0.352 Policy_Critique
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Identity Attack0.010137413
Insult0.015948927
Profanity0.020373698
Threat0.0074954215
Severe Toxicity0.0020599365
Low Tox 0.046120718 Low Con 0.163 Humor_Satire
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Identity Attack0.010433395
Insult0.022899706
Profanity0.012858666
Threat0.006155535
Severe Toxicity0.0009822845
Low Tox 0.046120718 Low Con 0.199 Unverified_Claim
Feb 25, 2026 'We do know that there's …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it to be. That's that.
Identity Attack0.021585498
Insult0.013174911
Profanity0.012517073
Threat0.006466233
Severe Toxicity0.0011491776
Low Tox 0.045625936 Constructive 0.588
Jan 27, 2026 Inside Canada's Indian Invasion...
Every Tim Hortons is like that in Canada
Every Tim Hortons is like that in Canada
Identity Attack0.014249804
Insult0.02212623
Profanity0.013268576
Threat0.0062008454
Severe Toxicity0.0016307831
Low Tox 0.044388983 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"YA YA YA" - Every Indian Ever.
"YA YA YA" - Every Indian Ever.
Identity Attack0.033269364
Insult0.017872108
Profanity0.0166845
Threat0.008052089
Severe Toxicity0.003528595
Low Tox 0.04290464 Low Con 0.276 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The issue is not an influx of any particular culture, nationality, or race. The issue is a lack of prosecution for immigration infractions. If you are in Canada legally, you have every right to be …
The issue is not an influx of any particular culture, nationality, or race. The issue is a lack of prosecution for immigration infractions. If you are in Canada legally, you have every right to be made to feel as welcome as any other Canadian. If you have overstayed a visa, or do not have legal cause to be here, deportation on your own dollar.
Identity Attack0.025404079
Insult0.013174911
Profanity0.010108846
Threat0.0074954215
Severe Toxicity0.0012016296
Low Tox 0.042657252 Constructive 0.535 Policy_Critique
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I went to Toronto and I was in SHOCK......... Everywhere, every buisness.. literaly everywhere
I went to Toronto and I was in SHOCK......... Everywhere, every buisness.. literaly everywhere
Identity Attack0.008546505
Insult0.01625293
Profanity0.014771583
Threat0.0066733654
Severe Toxicity0.0015449524
Low Tox 0.042657252 Moderate Con 0.407 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I live near the border people do it every single day so it must not be that hard...
I live near the border people do it every single day so it must not be that hard...
Identity Attack0.011987305
Insult0.012224905
Profanity0.018255826
Threat0.008815889
Severe Toxicity0.0018596649
Low Tox 0.04067813 Moderate Con 0.489 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Every time I have to drive into Brampton, for any reason, I get major anxiety..
Every time I have to drive into Brampton, for any reason, I get major anxiety..
Identity Attack0.007288578
Insult0.015416925
Profanity0.013029462
Threat0.0084793
Severe Toxicity0.0013828278
Low Tox 0.04067813 Moderate Con 0.428 Fear_Threat
Jan 27, 2026 58 likes Inside Canada's Indian Invasion...
I'm woken at 4am then again at 6am every morning by new comers. I told the landlord about the noise early in the am I was told to get ear plug's
I'm woken at 4am then again at 6am every morning by new comers. I told the landlord about the noise early in the am I was told to get ear plug's
Identity Attack0.0046987277
Insult0.013934915
Profanity0.01846078
Threat0.01238892
Severe Toxicity0.0019550323
Low Tox 0.040430736 Constructive 0.638 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Nowadays every drivethrough here is like: Hello Saaar, How may I take your order Saar?
Nowadays every drivethrough here is like: Hello Saaar, How may I take your order Saar?
Identity Attack0.006992595
Insult0.016100928
Profanity0.022764845
Threat0.009385503
Severe Toxicity0.002231598
Low Tox 0.040430736 Moderate Con 0.416 Humor_Satire
Feb 21, 2026 4 likes Inside Canada's Indian Invasion...
video started with hate vibes & ends with good vibes, loved the video, you covered both the aspects . we indian spread love whenever we go. we are not hurting anyone, please respect us & …
video started with hate vibes & ends with good vibes, loved the video, you covered both the aspects . we indian spread love whenever we go. we are not hurting anyone, please respect us & please don’t jealous from us, we learn from everyone. we respect every canadian.
Identity Attack0.013847848
Insult0.014048916
Profanity0.01627459
Threat0.0070034824
Severe Toxicity0.0014209747
Low Tox 0.039935954 Constructive 0.675
Jan 13, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them in again
Identity Attack0.022992345
Insult0.011882903
Profanity0.0108774295
Threat0.0068999166
Severe Toxicity0.0010824203
Low Tox 0.037577134 Moderate Con 0.358 Policy_Critique
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
yeah i live here and every store is ran by them, hard to communicate man
yeah i live here and every store is ran by them, hard to communicate man
Identity Attack0.007732552
Insult0.01617693
Profanity0.017504321
Threat0.0071588317
Severe Toxicity0.0013446808
Low Tox 0.036870047 Moderate Con 0.434 Personal_Narrative
Jan 27, 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 …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s even 2010 every thing was great but the last 10_ 15 years things have gone down the drain.
Identity Attack0.017264472
Insult0.016556932
Profanity0.012346277
Threat0.006440342
Severe Toxicity0.0010681152
Low Tox 0.035691574 Constructive 0.719 Personal_Narrative
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Every Tim Hortons is the same. Even here in Michigan
Every Tim Hortons is the same. Even here in Michigan
Identity Attack0.010063417
Insult0.017356457
Profanity0.0147374235
Threat0.006479179
Severe Toxicity0.0012397766
Low Tox 0.034984488 Moderate Con 0.303 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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
Bro, the tim hortons worker game works in every tim hortons. Go to bc pick a random tims. Zero. Nova scotia. Zero. It's a strange phenomenon
Bro, the tim hortons worker game works in every tim hortons. Go to bc pick a random tims. Zero. Nova scotia. Zero. It's a strange phenomenon
Identity Attack0.004088263
Insult0.017872108
Profanity0.012312118
Threat0.0064079775
Severe Toxicity0.0009870529
Low Tox 0.033806015 Moderate Con 0.379 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Identity Attack0.00725158
Insult0.017485369
Profanity0.010672474
Threat0.0069516995
Severe Toxicity0.0010490417
Low Tox 0.03357032 Low Con 0.247 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our money. People hard working every day and pay taxes not for mistakes of immigration and refugee workes. If this ministry so expensive- it is necessary to close this ministry.
Identity Attack0.016460562
Insult0.014238917
Profanity0.009545219
Threat0.0063626673
Severe Toxicity0.0009870529
Low Tox 0.033334624 Constructive 0.573
Dec 25, 2025 Deportations From Canada at Their …
Tragedy?? Its glorious. They need this in every province.
Tragedy?? Its glorious. They need this in every province.
Identity Attack0.0027563404
Insult0.011844902
Profanity0.010433359
Threat0.00866054
Severe Toxicity0.0011920929
Low Tox 0.032156147 Moderate Con 0.304
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.