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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: "No more immigrants for the …" 3,653 comments · Page 73 of 147
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
I appreciate the concern being raised in this video, but just a small correction, the Lindsey burglar wasnt an immigrant, he was a 'native' white Canadian
Identity Attack0.28883415
Insult0.0813853
Profanity0.029186781
Threat0.008336896
Severe Toxicity0.006713867
Low Tox 0.25462922 Constructive 0.696
Aug 26, 2025 Why Canadians Are Turning Against …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining …
As a caucasian, its no point complaining because most of the new age kids are playing games, doing weed and staying indoors while the immigrants deliver them pizza... So what is the point of complaining that you see other colours around when the nation's commerce must go on... The guy saying no taxes doesnt look like our regular tax payer either... Seems to me the only work he does is buying synthetic drugs and sleeping on benches...
Identity Attack0.18313584
Insult0.12521741
Profanity0.018665737
Threat0.009385503
Severe Toxicity0.005340576
Low Tox 0.25462922 Constructive 0.604
Sep 19, 2025 93 likes Inside Canada's Indian Metropolis (Brampton)
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Sorry not dividing Canadians. The immigration levels in Cansda have been insane. Many agree they should be reduced.
Identity Attack0.15303208
Insult0.16989174
Profanity0.019553876
Threat0.01187109
Severe Toxicity0.0051879883
Low Tox 0.25462922 Constructive 0.681 Policy_Critique
Feb 23, 2026 Canada's tighter immigration policy divides …
Immigration needs to be 0%
Immigration needs to be 0%
Identity Attack0.2764353
Insult0.036325075
Profanity0.049928714
Threat0.013476364
Severe Toxicity0.0118255615
Low Tox 0.25462922 Low Con 0.166 Policy_Critique
Jan 5, 2026 1 likes New rules, regulations take effect …
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
I a Canadian don’t have an issue with Indian immigrants I have an issue with immigrants who don’t work and live off The government and our money, but thank you for speaking of this
Identity Attack0.31307843
Insult0.08212569
Profanity0.017914234
Threat0.0065956907
Severe Toxicity0.006904602
Low Tox 0.25462922 Constructive 0.666 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't …
As a person living in India, my appeal to the Canadian people is don't let "asylum seekers" from India into your country without proper vetting. Legal migration of skilled labour is one thing you shouldn't be looking out for. They're already westernized. What you need to look out for are those that immigrated illegally. Please deport them, honestly. A lot of these self declared asylum seekers are people who've commited serious crimes here in India and running from the Law.
Identity Attack0.2854555
Insult0.08434689
Profanity0.015967157
Threat0.012130005
Severe Toxicity0.008277893
Low Tox 0.25462922 Constructive 0.713
Sep 19, 2025 137 likes Inside Canada's Indian Metropolis (Brampton)
17:35 this is an immigrant that i can proudly call him a Canadian. Everything he said is very true. We want immigrants to come here but when we have over 1 million undocumented illegals coming …
17:35 this is an immigrant that i can proudly call him a Canadian. Everything he said is very true. We want immigrants to come here but when we have over 1 million undocumented illegals coming here and not repsecting out country, then there will be a problem, we will want you out
Identity Attack0.24970764
Insult0.08434689
Profanity0.017777596
Threat0.00967031
Severe Toxicity0.006790161
Low Tox 0.25462922 Constructive 0.764
Sep 10, 2025 Why Canadians Are Turning Against …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians …
Taxes and Immigration are just two of the Weapons being used against every Canadian by the Government working in cahoots with greedy and lazy oligopolies in this Country, The Question is; Are we as Canadians being replaced ? Absolutely, and it is best not to pretend that it is not happening. Why is the Government flooding the Country with so many Immigrants at such a rapid pace ? Answer: Immigrants from certain parts of the World on average tend to be superficially obedient and compliant as regards Authoritarian Mechanisms ( social face ) However, they are simply more " skillful " and crafty when it comes to getting things done. They share the same cultures, languages, tribal and other local networks and many times those connections extend internationally. As Canadians, we tend to be highly individualistic, often politically and socially apathetic - in short, we do not have what they have. We are being out-competed and exploited by the very Freedoms we've fought to uphold.
Identity Attack0.12440576
Insult0.19500497
Profanity0.022833163
Threat0.009307829
Severe Toxicity0.0059509277
Low Tox 0.25462922 Constructive 0.636
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that positions are being filled through undocumented labor or cash-under-the-table arrangements. This bypasses our tax system and makes it incredibly difficult for Canadian students to find the part-time work they rely on for tuition. We need stricter enforcement of labor laws and a more controlled approach to immigration to protect the integrity of our economy.
Identity Attack0.18002926
Insult0.0811385
Profanity0.020442016
Threat0.114629425
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.755
Dec 30, 2025 Deportations From Canada at Their …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Blame the Immigration / government.
Blame the Immigration / government.
Identity Attack0.2783691
Insult0.06372428
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.155
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The government knows majority of its own citizens don’t support them. So they pay immigrants to come here and vote for them off our hard earned dollars. Simply mental to support them.
The government knows majority of its own citizens don’t support them. So they pay immigrants to come here and vote for them off our hard earned dollars. Simply mental to support them.
Identity Attack0.23239216
Insult0.14512913
Profanity0.018529098
Threat0.0070164283
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.257
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came the right way, follow the law, and assimilate and live Canadian values.
Identity Attack0.17847598
Insult0.19225755
Profanity0.02385794
Threat0.0071847234
Severe Toxicity0.004749298
Low Tox 0.25462922 Constructive 0.682 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Denise's spouse here! I am the result of generations of a Scottish immigrant family, from the highland clearances! And our community is mostly Scottish! Now it is overrun by India, not good!
Denise's spouse here! I am the result of generations of a Scottish immigrant family, from the highland clearances! And our community is mostly Scottish! Now it is overrun by India, not good!
Identity Attack0.28034934
Insult0.07903719
Profanity0.029596692
Threat0.00814271
Severe Toxicity0.007095337
Low Tox 0.25462922 Constructive 0.786
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
As long you are not Italian...immigrate in Canada will be really easy for you!
As long you are not Italian...immigrate in Canada will be really easy for you!
Identity Attack0.2869935
Insult0.061626412
Profanity0.019212283
Threat0.008841781
Severe Toxicity0.006866455
Low Tox 0.25462922 Moderate Con 0.329
Jul 6, 2018 How much do refugees and …
The problem is the kind of immigrants the government lets in. Why only people from India?
The problem is the kind of immigrants the government lets in. Why only people from India?
Identity Attack0.3043136
Insult0.06722072
Profanity0.026727317
Threat0.007793174
Severe Toxicity0.007133484
Low Tox 0.25462922 Low Con 0.196 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Tighter immigration is a reset for our country. We are going broke with all these immigrants and vast numbers of $$$$$$$$ going out to them!
Identity Attack0.2783691
Insult0.071433455
Profanity0.021740068
Threat0.012233571
Severe Toxicity0.0076675415
Low Tox 0.25462922 Moderate Con 0.492 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Once Britisher colonised india and now they suffer from illegal immigration of isl@mist What they divided india in 3 part
Once Britisher colonised india and now they suffer from illegal immigration of isl@mist What they divided india in 3 part
Identity Attack0.3072352
Insult0.0838533
Profanity0.060951006
Threat0.017846745
Severe Toxicity0.013478675
Low Tox 0.25462922 Low Con 0.243 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the …
There is no Canadian culture, what is the typical food of Canada, what are the typical dances of Canada, what are the historical monuments of Canada? It is a new country, the architecture is the same as that of the US. And in Canada, immigrants are segregated: Hispanics marry Hispanics, Muslims marry Muslims, whites marry whites. The only thing we share is a table at Tim Hortons, a line at McDonald's, or an elevator in the building.
Identity Attack0.33675182
Insult0.06354945
Profanity0.014190876
Threat0.007417747
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.508
Aug 26, 2025 Why Canadians Are Turning Against …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent …
The vast majority of Canadians (including the recent immigrants) want less immigration. There is no division at all. The only people who want more immigrants, are greedy businesses who don't want to pay Canadians decent wages.
Identity Attack0.18235919
Insult0.16337912
Profanity0.01846078
Threat0.006686311
Severe Toxicity0.0039100647
Low Tox 0.25462922 Moderate Con 0.473 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in …
All big department stores in London , Ont are now staffed by more than 90 percent with only Indians , where are the previous employees ?? are they laid off , it all happened in just few years , unbelievable !! why no inquiry about replacing all other hard working Canadians and legal immigrants by new arrivals from only one country ,India and who are those workers , most of them are students , many came with fake documents and many many of them have absolutely no intention to finish their education in Canada but to use these loopholes to get into Canada and never leave , India is one of the most corrupt countries in the world ( look at the origin of most of the scam calls ! ), you can get a PHD degree there with money, ( the most scary part is hiring nurses or doctors with maybe fake degrees ) now corruption and loopholes in our immigration system allowed this influx of cheaters while hundred of thousands of Canadians cant find jobs and honest people from everywhere who try to immigrate through the front door face all the difficulties, this is not racism, it is the truth ...
Identity Attack0.26833034
Insult0.11978693
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077438354
Low Tox 0.25462922 Constructive 0.566
Oct 1, 2025 IRCC Names India in Study …

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.