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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

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Active: "They are not looking for …" 971 comments · Page 22 of 39
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Identity Attack0.1769227
Insult0.15840563
Profanity0.038154904
Threat0.00899713
Severe Toxicity0.007209778
Low Tox 0.24763705 Constructive 0.636 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
This country has turned into a bad joke. I am very sad to say this as a 5th gen but we are looking at leaving as this country is going the wrong direction
Identity Attack0.099899694
Insult0.089778624
Profanity0.051932767
Threat0.007935578
Severe Toxicity0.005531311
Low Tox 0.24763705 Moderate Con 0.444 Fear_Threat
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
As a UK based family doctor looking to move to Canada, will I be subject to anti-immigrant hatred?
Identity Attack0.28034934
Insult0.06617179
Profanity0.018802373
Threat0.011094344
Severe Toxicity0.005645752
Low Tox 0.24763705 Moderate Con 0.429
Jan 18, 2026 2.9 million Canadian temporary visas …
Idk why this woman looks like ai
Idk why this woman looks like ai
Identity Attack0.1294935
Insult0.10294484
Profanity0.08710717
Threat0.0082074385
Severe Toxicity0.009002686
Low Tox 0.24763705 Moderate Con 0.35 Meta_Commentary
Jan 11, 2026 Canada’s new rules in 2026
Too little too late, Canada looks like a Third World Country already
Too little too late, Canada looks like a Third World Country already
Identity Attack0.23542951
Insult0.10440776
Profanity0.01893901
Threat0.0074954215
Severe Toxicity0.006980896
Low Tox 0.24603334 Low Con 0.117
Jan 16, 2026 2.9 million Canadian temporary visas …
so you come to the class unprepared? you should have had the stats regarding denied entry for criminal reasons, if you track that, you should have the stats with you. maybe do your job better …
so you come to the class unprepared? you should have had the stats regarding denied entry for criminal reasons, if you track that, you should have the stats with you. maybe do your job better than hiding information. You look scuzzy when you can't provide the information that you say you track!!!
Identity Attack0.0037737815
Insult0.16989174
Profanity0.025087673
Threat0.007029374
Severe Toxicity0.0030708313
Low Tox 0.24442963 Moderate Con 0.349
Oct 12, 2025 IRCC Names India in Study …
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
liberals love complaining of low wages, no jobs, and expensive housing yet advocate for mass immigration to make themselves look good and virtuous. What a joke
Identity Attack0.10221587
Insult0.1469393
Profanity0.017094411
Threat0.006874025
Severe Toxicity0.003566742
Low Tox 0.2412222 Low Con 0.21 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
2:53 That dude looks like your bro from Poland xD.
2:53 That dude looks like your bro from Poland xD.
Identity Attack0.14875233
Insult0.06739554
Profanity0.07449899
Threat0.010887212
Severe Toxicity0.01121521
Low Tox 0.2412222 Moderate Con 0.421
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What you have to understand are that the indians that came here 10+ years ago or the ones born here are completely different than the new ones especially these fake "international students". The ones that …
What you have to understand are that the indians that came here 10+ years ago or the ones born here are completely different than the new ones especially these fake "international students". The ones that moved here before had the social capital, finances and resources to move. The new ones, their family bring them over or they use student visas bc they dont have the wealth. Class is everything when looking at this issue. Even the old demographic of Indians dont like the FOB ones because they cause trouble and dont assimilate or even try
Identity Attack0.26833034
Insult0.11978693
Profanity0.07191269
Threat0.009463178
Severe Toxicity0.008010864
Low Tox 0.2412222 Constructive 0.616
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you …
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you have arrived in India. I got rear ended by a drunk Indian driver last November , he tried to drive away. Got caught and arrested. This was at 7:00 pm on a Wednesday.
Identity Attack0.28034934
Insult0.08484049
Profanity0.02023706
Threat0.012699619
Severe Toxicity0.0059890747
Low Tox 0.2412222 Constructive 0.598 Fear_Threat
Jan 27, 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 …
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
Look up Donki Route. CNA (Singapore broadcast) did a documentary on this fraudulent student immigration
Identity Attack0.10221587
Insult0.14150882
Profanity0.025634222
Threat0.0077284453
Severe Toxicity0.0042533875
Low Tox 0.2396185 Moderate Con 0.341 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they can. Seems like the Indian immigrants are acting more Canadian than the old residents.
Identity Attack0.2877625
Insult0.06442356
Profanity0.018529098
Threat0.01750142
Severe Toxicity0.008201599
Low Tox 0.2396185 Constructive 0.758 Comparative_Framing
Sep 27, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
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 …
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
At least immigrants these dayscome without killing locals like before. If something bad happens then we have to first look what did we do to ourselves to come to this point.
Identity Attack0.14233272
Insult0.039151907
Profanity0.018734055
Threat0.20178549
Severe Toxicity0.008201599
Low Tox 0.23451406 Moderate Con 0.456 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Identity Attack0.10699738
Insult0.10148193
Profanity0.043415543
Threat0.009696201
Severe Toxicity0.008354187
Low Tox 0.23415339 Constructive 0.692 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Who cares whether it's a good look for Canada or not! If you are in our country Illegally then you should be rounded up and deported just like ICE is doing in the USA.
Identity Attack0.13805299
Insult0.06617179
Profanity0.020851927
Threat0.04098356
Severe Toxicity0.007820129
Low Tox 0.23415339 Moderate Con 0.455 Call_To_Action
Jan 15, 2026 35 likes 2.9 million Canadian temporary visas …
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
Identity Attack0.07921951
Insult0.07333439
Profanity0.029888187
Threat0.008220384
Severe Toxicity0.0050354004
Low Tox 0.23343207 Constructive 0.677
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
I'm from Brantford (Ontario and you should've also looked into all the Indian that buy houses and only rent out to other Indian
I'm from Brantford (Ontario and you should've also looked into all the Indian that buy houses and only rent out to other Indian
Identity Attack0.2846865
Insult0.06407392
Profanity0.02126184
Threat0.007353018
Severe Toxicity0.005493164
Low Tox 0.23271075 Constructive 0.612 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
How can you NOT see how their country looks like? How can you believe that any of them can add value to any country? If they had any worth they would fix the mess they …
How can you NOT see how their country looks like? How can you believe that any of them can add value to any country? If they had any worth they would fix the mess they are coming from..
Identity Attack0.16993292
Insult0.08434689
Profanity0.019622196
Threat0.009048914
Severe Toxicity0.0064468384
Low Tox 0.23271075 Low Con 0.215 Identity_Assertion
Sep 19, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Oh folloewd by bullahit again how they get "the same"... and WHO PAYS THEIR HOUSING!!! THEY GET APARTMENTS PAID BY GOVERNMENT FROM THE FAY THEY LAND!!! THEY SONT GO ON THE STREET LOOKING FOR APARTMWNT …
Oh folloewd by bullahit again how they get "the same"... and WHO PAYS THEIR HOUSING!!! THEY GET APARTMENTS PAID BY GOVERNMENT FROM THE FAY THEY LAND!!! THEY SONT GO ON THE STREET LOOKING FOR APARTMWNT TO RENT!!!
Identity Attack0.016159095
Insult0.083359696
Profanity0.16450337
Threat0.008181547
Severe Toxicity0.010375977
Low Tox 0.23235008 Low Con 0.243
Nov 19, 2019 How much do refugees and …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars …
Yet another video meant to create hate and division. Why would you let someone claim indians pay no taxes without following up? How can indians pay no taxes when they pay tens of thousands dollars in tuition, buy real estate, and are not eligible for any social assistance? Why not look into who makes up the bulk of offenders in Canada, who's on welfare/disability, who's unemployed? Of course this wouldn't fit your narrative.
Identity Attack0.23391083
Insult0.06858205
Profanity0.014532468
Threat0.0074824756
Severe Toxicity0.004005432
Low Tox 0.2312681 Moderate Con 0.415 Policy_Critique
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …

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.