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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 #}

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Active: "Other nations don't have an …" 521 comments · Page 17 of 21
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a …
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a EU citizen, does anyone have any ideas on how to seek asylum in a actual functional country? Given the state of things, probably what the media considers a 3rd world nation. Open to any suggestions.
Identity Attack0.10221587
Insult0.028942931
Profanity0.020032106
Threat0.007586042
Severe Toxicity0.0029945374
Low Tox 0.11202335 Constructive 0.522 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Well..well ..!!!!!.what do u feel if other nations invade in Bombay or new Delhi!?? Absolutely.....?????
Identity Attack0.047190998
Insult0.026058068
Profanity0.018255826
Threat0.012078222
Severe Toxicity0.0035858154
Low Tox 0.11171334 Low Con 0.294
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that …
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that Canadian Government needs to be strong enough and make revision to its immigration system; many people works years and years with no proper documentation, no declaring taxes because they are being paid in cash…not even speaking a basic English, however they have a life in Canada. It’s their fault? No, they just take advantage of a weak system. Is government fault? Sure.
Identity Attack0.06567776
Insult0.04149419
Profanity0.01627459
Threat0.0065633263
Severe Toxicity0.002708435
Low Tox 0.11161 Constructive 0.548 Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited in their ability to have charges approved, in some of the cases involving foreign nationals, federal immigration laws could be a useful tool in helping ease the extortion threat."
Identity Attack0.04023018
Insult0.025155678
Profanity0.018119188
Threat0.02855184
Severe Toxicity0.0032043457
Low Tox 0.11140333 Constructive 0.57 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future. Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality. The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need. Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties. Thank you.
Identity Attack0.10221587
Insult0.031697463
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0031280518
Low Tox 0.11140333 Constructive 0.718 Moral_Argument
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
I find this quite funny and ironic. Welcome to the real world where nations overlap nations were wars or fight by by immigration where culture is getting shocked like lightning. I have no mercy and …
I find this quite funny and ironic. Welcome to the real world where nations overlap nations were wars or fight by by immigration where culture is getting shocked like lightning. I have no mercy and I don’t feel any remorse for your privilege people they were that were once on the high table now you are on the bottom and this is what happens when the real world comes alive.
Identity Attack0.031464707
Insult0.0350029
Profanity0.014839902
Threat0.007586042
Severe Toxicity0.0020217896
Low Tox 0.11067997 Moderate Con 0.443
Aug 25, 2025 Why Canadians Are Turning Against …
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
Identity Attack0.099072486
Insult0.027730936
Profanity0.012414595
Threat0.006272047
Severe Toxicity0.00207901
Low Tox 0.11057663 Constructive 0.591
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Identity Attack0.09410924
Insult0.027605021
Profanity0.012243799
Threat0.006330303
Severe Toxicity0.0020980835
Low Tox 0.1100022 Constructive 0.652 Identity_Assertion
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Identity Attack0.10815793
Insult0.023479814
Profanity0.014498309
Threat0.006686311
Severe Toxicity0.0025177002
Low Tox 0.10956833 Constructive 0.737 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
I fully expect the next step is them making their own Khalistan nation in what is currently Canada, I expect the same from the various parts of the US like this
Identity Attack0.08831879
Insult0.023479814
Profanity0.015864678
Threat0.010602405
Severe Toxicity0.004005432
Low Tox 0.10956833 Low Con 0.257 Fear_Threat
Feb 25, 2026 2 likes Inside Canada's Indian Invasion...
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Identity Attack0.012240025
Insult0.04442204
Profanity0.017231047
Threat0.007314181
Severe Toxicity0.001745224
Low Tox 0.10913446 Low Con 0.175 Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they …
5:32 Side note about this: The book that is often cited as the main source for the "average IQs of countries" misused their data to come to their conclusion about many countries. For instance, they calculated Somalia's average IQ of 62 by using figures from a study about malnourished ethiopian child refugees in Israel who arrived off the boats only 1 year earlier. That same study then performed interventions to help those ethiopian child refugees, at which point their average IQ then rose to match their Israeli peers, showing that this problem is indeed fixable. I wholeheartedly agree with this person's points about culture, but the particular source these myths about national IQ have come from is bogus.
Identity Attack0.07591068
Insult0.032248367
Profanity0.028640235
Threat0.010214032
Severe Toxicity0.0034713745
Low Tox 0.10826672 Constructive 0.797 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Globalism. Remove borders, remove regulations. Stuff use ok. Crime. Whatever. Ball for all. Nationalism. Close borders, clamp down on drugs, manufacture inside the country. You said that you wanted to see why. That's why.
Globalism. Remove borders, remove regulations. Stuff use ok. Crime. Whatever. Ball for all. Nationalism. Close borders, clamp down on drugs, manufacture inside the country. You said that you wanted to see why. That's why.
Identity Attack0.01656105
Insult0.02373764
Profanity0.019690514
Threat0.017674083
Severe Toxicity0.003490448
Low Tox 0.103060275 Moderate Con 0.358
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
I was actually expecting Tyler to show up on six nations reservation, when he asked " and how does the native Canadian population feel about the Indians
Identity Attack0.10221587
Insult0.025026767
Profanity0.0137468055
Threat0.006602164
Severe Toxicity0.0022792816
Low Tox 0.102626406 Constructive 0.502 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Your country is not populous enough to sustain this. The West is under attack and the smaller nations are already too far gone.
Identity Attack0.035589635
Insult0.023608726
Profanity0.013678487
Threat0.011172019
Severe Toxicity0.0023078918
Low Tox 0.10175867 Low Con 0.139 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
It's a invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
It's a invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
Identity Attack0.04667538
Insult0.023479814
Profanity0.01846078
Threat0.007935578
Severe Toxicity0.002670288
Low Tox 0.10175867 Low Con 0.188
Dec 30, 2025 Deportations From Canada at Their …
Under throne law of sovergien throne permits under licens guest list from the registered book of life equality trumps demands with 48 seats ... now it's the throne your from that grants the passport to …
Under throne law of sovergien throne permits under licens guest list from the registered book of life equality trumps demands with 48 seats ... now it's the throne your from that grants the passport to the brides throne before the turkey bonnet admin from its nations right to life and birth to stemware the land... equality trumps demands or it can't be.... equal space and the right of return before its members international court ... throne liability costs awared too...
Identity Attack0.020882076
Insult0.03588435
Profanity0.015932998
Threat0.006912862
Severe Toxicity0.0022602081
Low Tox 0.1013248 Low Con 0.25
Dec 25, 2025 Deportations From Canada at Their …
we should change our national language to Punjab
we should change our national language to Punjab
Identity Attack0.06795148
Insult0.019032324
Profanity0.026590679
Threat0.010680079
Severe Toxicity0.005302429
Low Tox 0.1013248 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
People irrespective of their ethnic background are Canadian if they are Canadian national. However, if those Canadian nationals are livid with migration control because it disfavours their ethnic kins from homeland, then they are prioritising …
People irrespective of their ethnic background are Canadian if they are Canadian national. However, if those Canadian nationals are livid with migration control because it disfavours their ethnic kins from homeland, then they are prioritising ethnicity over nationality which already an integral threat to Canada.
Identity Attack0.078392304
Insult0.022706337
Profanity0.0113044195
Threat0.008841781
Severe Toxicity0.0022125244
Low Tox 0.10002319 Constructive 0.543 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I wonder what the First Nations people are thinking of this video.
I wonder what the First Nations people are thinking of this video.
Identity Attack0.037136484
Insult0.020450363
Profanity0.02208166
Threat0.00948907
Severe Toxicity0.0030708313
Low Tox 0.09958932 Moderate Con 0.377
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
National Identity lost
National Identity lost
Identity Attack0.039456755
Insult0.019354604
Profanity0.023516348
Threat0.010395273
Severe Toxicity0.0031471252
Low Tox 0.09958932 Moderate Con 0.395
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration should work on that.
Identity Attack0.06613251
Insult0.02193286
Profanity0.011646013
Threat0.007832011
Severe Toxicity0.0019359589
Low Tox 0.09611836 Constructive 0.565
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)

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.