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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: "You'd have to be an …" 263 comments · Page 9 of 11
I’d be egging that giant statue everyday.
I’d be egging that giant statue everyday.
Identity Attack0.006474625
Insult0.016784932
Profanity0.036401358
Threat0.026307223
Severe Toxicity0.0038528442
Low Tox 0.09394901 Moderate Con 0.371 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
When will you come back???? I’d love to see you
When will you come back???? I’d love to see you
Identity Attack0.007473567
Insult0.019870255
Profanity0.03239325
Threat0.018537397
Severe Toxicity0.0051116943
Low Tox 0.09351514 Moderate Con 0.487 Meta_Commentary
Feb 6, 2026 9 likes Inside Canada's Indian Invasion...
watched until freecash plug. we all gotta make money but come on bro. this is NOT jonny D lugnuts approved. over and out.
watched until freecash plug. we all gotta make money but come on bro. this is NOT jonny D lugnuts approved. over and out.
Identity Attack0.0029413297
Insult0.036435258
Profanity0.022149978
Threat0.0064468146
Severe Toxicity0.0015926361
Low Tox 0.09308127 Low Con 0.291 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Canada needs to revamp immigration. Assimilation should be required. If I went to another country, I’d be required to do so. Canada doesn’t have its own culture anymore. Multiculturalism isn’t a culture.
Identity Attack0.06294931
Insult0.020772645
Profanity0.011167783
Threat0.006641001
Severe Toxicity0.001707077
Low Tox 0.09033044 Moderate Con 0.39
Sep 20, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
You'd think he was in a third world country
You'd think he was in a third world country
Identity Attack0.029660052
Insult0.024124376
Profanity0.023379711
Threat0.0067963502
Severe Toxicity0.0024604797
Low Tox 0.09033044 Low Con 0.187 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no …
Looks like there is a lot of economic activity in the town, what’s the problem? With all the negatives it looks like it’s a net positive? Otherwise it would be a ghost town in no time. I’d suggest the immigrants who are setting up businesses to extend their employment to other racial groups. The government should screen better and slow or shut immigration down for some time.
Identity Attack0.059311368
Insult0.018645585
Profanity0.013029462
Threat0.007974415
Severe Toxicity0.0020885468
Low Tox 0.08479069 Constructive 0.636 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
If I was homeless I'd definitely be going to the temple rather than the homeless shelter to get my free lunch.
If I was homeless I'd definitely be going to the temple rather than the homeless shelter to get my free lunch.
Identity Attack0.025002124
Insult0.025026767
Profanity0.012414595
Threat0.006259101
Severe Toxicity0.0015640259
Low Tox 0.08083374 Constructive 0.515
Sep 18, 2025 359 likes Inside Canada's Indian Metropolis (Brampton)
Les immigrés doivent accepter un emploi salarié (souvent mal rémunéré), tandis que les locaux peuvent créer leur propre entreprise et ont d'autres options. Et les locaux continuent de se plaindre. Est-ce juste ?
Les immigrés doivent accepter un emploi salarié (souvent mal rémunéré), tandis que les locaux peuvent créer leur propre entreprise et ont d'autres options. Et les locaux continuent de se plaindre. Est-ce juste ?
Identity Attack0.02821777
Insult0.062150877
Profanity0.009630617
Threat0.0053957803
Severe Toxicity0.0039100647
Low Tox 0.07687678 Constructive 0.508 Moral_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
If i wanted to live in India I'd move there. This is canada.
If i wanted to live in India I'd move there. This is canada.
Identity Attack0.06476828
Insult0.017807651
Profanity0.015728042
Threat0.006912862
Severe Toxicity0.0027275085
Low Tox 0.07608539 Moderate Con 0.369 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what …
I was going through college in southern Ontario about half a decade ago. The faculty was alright but the one that always stuck with me was an elderly Indian man who had a PHd (what he was doing teaching at a community college, I'm not sure). He immigrated from India sometime in the 70's, I think, and sometimes told us stories about how he'd never seen electricity until he was well into adulthood. This was at the early stages of Indian mass immigration to the province, but the international students were already becoming a known problem in the school. They never spoke to anyone else, hung out in big groups together on campus, I swear most of them couldn't even speak English. They constantly cheated on everything and shared answers, I heard like 7 of them got failed for submitting identical lab reports one time. Most people knew they were a problem, but no one was comfortable saying anything. Except the Indian professor. He would publicly call them out for shit in class, berate them, shit talk them openly to other students. I've literally never seen anyone more angry about those Indian students than that Indian professor. It's not hard to see why, he busted his ass to immigrate to Canada, get work and get into a good university. He completed a doctorate, for Christ's sake. He didn't see a street light until he was 25, and worked his way to the bleeding edge of digital science. Now there's a bunch of lazy assholes invited in by the government brazenly trying to cheat their way to a degree in his goddamn class. I'd crash out too.
Identity Attack0.04796442
Insult0.025800243
Profanity0.018597418
Threat0.007793174
Severe Toxicity0.002193451
Low Tox 0.06579731 Constructive 0.707 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are …
The first thing that needs to happen is to take the multiculturalism rule out of the charter of rights. Go ahead, be multi cultural but within the 4 walls of your house. If you are unable to assimilate and learn the language and adopt the culture of the place you'd like to potentially call home then perhaps it isn't quite home then is it?
Identity Attack0.036878675
Insult0.018129934
Profanity0.012722028
Threat0.007857903
Severe Toxicity0.0016403198
Low Tox 0.06263174 Moderate Con 0.473 Policy_Critique
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already have enough money to live and support themselves.
Identity Attack0.04280826
Insult0.019354604
Profanity0.019348921
Threat0.0067963502
Severe Toxicity0.0017166138
Low Tox 0.06025757 Constructive 0.614
Aug 25, 2025 12 likes Why Canadians Are Turning Against …
If I were from a 3rd world country I'd seek the US or Canada because of the generous benefits.
If I were from a 3rd world country I'd seek the US or Canada because of the generous benefits.
Identity Attack0.035847444
Insult0.015720926
Profanity0.014225035
Threat0.0066280556
Severe Toxicity0.002040863
Low Tox 0.058490243 Moderate Con 0.438
Feb 17, 2019 3 likes How much do refugees and …
Pour que le Canada ait l'une des économies les plus performantes, il faudrait que les personnes souhaitant avoir plus de quatre enfants commencent à payer des impôts après le quatrième. En effet, des centaines de …
Pour que le Canada ait l'une des économies les plus performantes, il faudrait que les personnes souhaitant avoir plus de quatre enfants commencent à payer des impôts après le quatrième. En effet, des centaines de personnes viennent au Canada pour avoir jusqu'à dix enfants, ce qui est néfaste pour la santé mentale et reproductive et nuit gravement à l'économie canadienne. De plus, cela éviterait d'avoir recours à des vaccins agressifs ou à d'autres mesures de contrôle coûteuses et potentiellement nocives.
Identity Attack0.014350293
Insult0.028612386
Profanity0.012961143
Threat0.0072365063
Severe Toxicity0.0017166138
Low Tox 0.05725329 Moderate Con 0.481
Jan 7, 2026 1 likes New rules, regulations take effect …
how'd you even escape from that far place back to where you are? we asking the real questions
how'd you even escape from that far place back to where you are? we asking the real questions
Identity Attack0.0041992567
Insult0.01890341
Profanity0.015079016
Threat0.00823333
Severe Toxicity0.0019264221
Low Tox 0.054779384 Moderate Con 0.36 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. …
I’m not shocked. One of my friends was dating a couple different men from India until they asked for her to marry them, they’d pay her money and divorce after they got their green card. Then said their plan was to go home, get married and bring their actual wife back to Canada.
Identity Attack0.037394293
Insult0.0154929245
Profanity0.0128245065
Threat0.006861079
Severe Toxicity0.0014209747
Low Tox 0.050573748 Moderate Con 0.482
Oct 2, 2025 IRCC Names India in Study …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
I wish they'd put money in Emigration.
I wish they'd put money in Emigration.
Identity Attack0.020982565
Insult0.012224905
Profanity0.014703264
Threat0.00746953
Severe Toxicity0.0018119812
Low Tox 0.050078966 Moderate Con 0.336 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this beautiful land of ours. Je suis très hureux d'entendre ces actualites de ca. Bon travail mes amis! Amour de tes frères à l'Alberta! Laissons nous créer un avenir nous aurons fierté dans nos mêmes encores. Excuse mon français mauvais j'ai besoin plus pratiquer. Je suis si content. Vous m'avez donné espoirs pour l'avenir de nos pays! 😭😭🥰🥰
Identity Attack0.0073255757
Insult0.028502205
Profanity0.017777596
Threat0.007029374
Severe Toxicity0.0020313263
Low Tox 0.049336795 Constructive 0.712
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Bike guy should run for office. He'd be the most honest man ever running
Bike guy should run for office. He'd be the most honest man ever running
Identity Attack0.006363631
Insult0.02373764
Profanity0.0147374235
Threat0.0071717775
Severe Toxicity0.0012493134
Low Tox 0.049336795 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Whilst I do like your content, overall, there's a certain, i don't know, to some of your more recent stuff. After the young man who said he'd rather live in Punjab for the rest of …
Whilst I do like your content, overall, there's a certain, i don't know, to some of your more recent stuff. After the young man who said he'd rather live in Punjab for the rest of his life said that, you go on to show us a video of a not so good looking area of Puniab, is it? What exactly is that about?
Identity Attack0.01565665
Insult0.019225692
Profanity0.017777596
Threat0.0076119336
Severe Toxicity0.0015544891
Low Tox 0.04785245 Constructive 0.598 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
Identity Attack0.009915425
Insult0.013858915
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.001783371
Low Tox 0.04785245 Moderate Con 0.397 Policy_Critique
Jan 27, 2026 16 likes 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.