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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: "If you are an immigrant …" 3,653 comments · Page 72 of 147
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
I feel bad for the immigrants I work with that didn't scam the system, they are getting the Canadian experience getting boned and taxed for doing the right thing.
Identity Attack0.23239216
Insult0.15982662
Profanity0.06495911
Threat0.008893564
Severe Toxicity0.006828308
Low Tox 0.2553839 Constructive 0.663 Moral_Argument
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada …
Im an immigrant and after living for awhile in canada I noticed that Canada is not longer what it used to be, Indians hired Indians and some of them have issues either other cultures, Canada is Doomed, Im happy I left
Identity Attack0.29798782
Insult0.08533409
Profanity0.022559889
Threat0.007547205
Severe Toxicity0.0074386597
Low Tox 0.2553839 Constructive 0.564 Personal_Narrative
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Deportation needs to take place in every immigration office
Deportation needs to take place in every immigration office
Identity Attack0.24074486
Insult0.04149419
Profanity0.029888187
Threat0.05171447
Severe Toxicity0.01083374
Low Tox 0.2553839 Low Con 0.204 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
There is nothing “racist” about not wanting your country to be infiltrated by mass immigration.
Identity Attack0.2803029
Insult0.07460167
Profanity0.028230323
Threat0.012647836
Severe Toxicity0.008354187
Low Tox 0.2553839 Low Con 0.216 Moral_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our …
come to australia and do something abt our priminester who doesn’t listen to Australians and are having a mass immigration problem and they won’t do anything abt it they take our jobs houses to our tax payer money and everything australia is being taken over by immigrants
Identity Attack0.2803029
Insult0.077136256
Profanity0.02023706
Threat0.0086087575
Severe Toxicity0.006980896
Low Tox 0.2553839 Moderate Con 0.42
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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 …
Not enough, I've had enough of forced immigration, not only are you making Canadians struggle to find jobs, your also destroying our culture, mentality, and beliefs supplementing it with toxic destructive mannerisms that do nothing …
Not enough, I've had enough of forced immigration, not only are you making Canadians struggle to find jobs, your also destroying our culture, mentality, and beliefs supplementing it with toxic destructive mannerisms that do nothing but make us feel like we don't belong in our own country.
Identity Attack0.23239216
Insult0.10148193
Profanity0.014874061
Threat0.0116639575
Severe Toxicity0.006713867
Low Tox 0.25462922 Constructive 0.552
Dec 25, 2025 Deportations From Canada at Their …
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
San Francisco gets red state homeless. Canada gets illegal immigrants fleeing Trump.
Identity Attack0.20680901
Insult0.09416737
Profanity0.015625564
Threat0.009204263
Severe Toxicity0.0048828125
Low Tox 0.25462922 Low Con 0.146 Comparative_Framing
Jul 10, 2025 1 likes How Canada broke its immigration …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
Identity Attack0.1508922
Insult0.16802633
Profanity0.022286616
Threat0.009074804
Severe Toxicity0.00579834
Low Tox 0.25462922 Moderate Con 0.347
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
I am a college student in the southeastern us in a small town. We have many many many nepalis coming and using it as a springboard to emigrate (usually illegally) across the us. They do …
I am a college student in the southeastern us in a small town. We have many many many nepalis coming and using it as a springboard to emigrate (usually illegally) across the us. They do not speak our language, integrate, work, or understand our customs. Not integration, no immigration.
Identity Attack0.33352965
Insult0.076185785
Profanity0.027410502
Threat0.008556974
Severe Toxicity0.008850098
Low Tox 0.25462922 Constructive 0.641 Personal_Narrative
Oct 7, 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 …
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video …
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video "Well, idk why" when you could improve the quality of the video by supporting or rejecting claims people make. Also, asking more balanced questions instead of biased ones is another way you can improve. For example, no difficult questions or claims against the anti-immigration Canadians were given - they were basically just asked "why do you think this?" On the other hand, the pro-immigration migrants were given questions regarding claims made by the anti-immigrant Canadians - which again was never fact checked by your team. It's difficult and feels like a waste of time when we're just hearing testimony - as important as each individual's story is - but without any critical thinking or research applied.
Identity Attack0.05612817
Insult0.16883044
Profanity0.21348765
Threat0.007689608
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.833
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain …
It's so paradoxical that the indians back in India and abroad are projecting different outlooks about immigration and assimilation. I think it's absurd. In recent India, they look down upon immigration in India and complain about the lack of assimilation of immigrants to the diverse Indian culture. But abroad in another country as immigrants they want to protect their culture and do not want to assimilate to that country's culture or way of life. 😅 The comments about equality of humans, non discrimination etc made me laugh so much.. Ask them about the caste discrimination in their society, anti-conversion laws, attacks on sikhs, muslims, christians institutions/places of worship, and how they treat african students & other non-white races in India to have a better understanding on their views. 😂😅
Identity Attack0.28034934
Insult0.09563028
Profanity0.06946823
Threat0.009023022
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.792 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
All immigrants? LOL you are just scared to call out that one country.
All immigrants? LOL you are just scared to call out that one country.
Identity Attack0.27510223
Insult0.07238392
Profanity0.030639706
Threat0.007909686
Severe Toxicity0.006828308
Low Tox 0.25462922 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
Now the liberals want to fastrack skilled immigrant pilots to fly our fighter jets ! That’s what happens when you do nothing with our military except tampons in the men’s bathrooms ! Can you wear …
Now the liberals want to fastrack skilled immigrant pilots to fly our fighter jets ! That’s what happens when you do nothing with our military except tampons in the men’s bathrooms ! Can you wear a turban under a fighter jet helmet ?
Identity Attack0.1294935
Insult0.123407245
Profanity0.022901481
Threat0.018710058
Severe Toxicity0.007019043
Low Tox 0.25462922 Low Con 0.254 Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Every where you go you can see Punjabi celebrations everywhere it’s like no other culture exists! Way too much immigrants! We don’t want to be forced to see or participate in other peoples culture practice …
Every where you go you can see Punjabi celebrations everywhere it’s like no other culture exists! Way too much immigrants! We don’t want to be forced to see or participate in other peoples culture practice your culture or religion at home please!
Identity Attack0.28034934
Insult0.07301756
Profanity0.020988565
Threat0.007573096
Severe Toxicity0.008163452
Low Tox 0.25462922 Constructive 0.57 Identity_Assertion
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car …
All these 3rd world immigrants drive with no running lights on at night or no lights at all. It would be a rare occurrence to see this years ago but now I see a car every couple min. You can flash your lights and honk the horn but nothing 🤦🏻‍♂️
Identity Attack0.27875587
Insult0.08410009
Profanity0.026454043
Threat0.008505191
Severe Toxicity0.007820129
Low Tox 0.25462922 Moderate Con 0.365
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex …
Everyone is an immigrant whether born or naturalised in Canada if ya not the Native red indians, hate it or love it, The problem Canada is facing and MUST Fix is the simple but complex problem of imbalance in the multicultural immigration policy entries,, STOP favouring a particular RACE and set of people over others, setting an english test prerequisite for others and waiving for these RACE that dont even speak ABC...Create a balanced society and Maintain the Quota measures across board or scrap the quota that is not adopted seamlessly. The Problem of IMBALANCE in culture will distort the society further...Take a lesson learned from United Kingdom now being overrun ,,,Ya land at Hearthrow now ya think ya not in UK. In Canada now, if ya not from the RACE of leading population, ya dont get food (the job)...Basic needs of life are now out of the window...Canada ya got massive resources and ya still less than the STATE OF CALIFORNIA in population...Born here,,now looking to sign a work deal contract in the so called middle East. Most importantly, Canada should humble before the LORD GOD under whom the forefathers belief and obey Him, stop provoking the LORD GOD,,,Eradicate and REPENT from being Sodomic and Gomorrahic Abolish same sex ABOMINATION as The Ubited States of America is doing..for Mercy and Progress to come to this Nation under GOD ALMIGHTY...
Identity Attack0.27991617
Insult0.09563028
Profanity0.024131214
Threat0.008634649
Severe Toxicity0.009307861
Low Tox 0.25462922 Constructive 0.572 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
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 …
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)
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the country can handle. They are illegally driving transports causing more accidents on the roads ever. Our restaurants are primarily from India and Pakistan. Some Indian people are here on school visas or work permits and are wonderful people and speak perfect English. They are welcome. They are Christians and nice and courteous. But there seems to be a disconnect between immigrants who come here thinking bc they are moslem they are superior and do not need to follow Cdn laws language and culture. We don't want them praying in the streets on their rugs disrupting the city. We have churches and they have mosques. They will NOT takeover our country in spite of Carney. Carney and the Liberals needs to be kicked out of office. Deport the illegals and stop immigration NOW!
Identity Attack0.28034934
Insult0.13064787
Profanity0.02208166
Threat0.009385503
Severe Toxicity0.009117126
Low Tox 0.25462922 Constructive 0.683
Aug 25, 2025 Why Canadians Are Turning Against …

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.