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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: "An immigrant who is a …" 3,653 comments · Page 73 of 147
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
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 …
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 …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean …
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean a toilet.
Identity Attack0.18468912
Insult0.14512913
Profanity0.023106437
Threat0.007819066
Severe Toxicity0.0051498413
Low Tox 0.25462922 Moderate Con 0.493
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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...
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 …
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 …
Canada no longer feels the same as a result of the Indian invasion, even if the “upper class” immigrants are coming here. I now even see Bollywood ads at my local mall. Now local fast …
Canada no longer feels the same as a result of the Indian invasion, even if the “upper class” immigrants are coming here. I now even see Bollywood ads at my local mall. Now local fast food chains are offering “masala” options, for obvious demographic reasons
Identity Attack0.29798782
Insult0.07396803
Profanity0.016821137
Threat0.0072365063
Severe Toxicity0.006752014
Low Tox 0.25462922 Moderate Con 0.464
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 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 …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get to enjoy a diversity of culture instead of it being white washed down to hamburgers and soggy, bland fries. Seriously, I don't understand any of the xenophobia in the comments- or the video here! Some of y'all sound like the MAGA that we have such a problem with here in the USA.
Identity Attack0.28034934
Insult0.0838533
Profanity0.026180768
Threat0.0073918556
Severe Toxicity0.006942749
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
The present-day immigration system = Slavery in the past. The only difference is that immigrants earn minimum pay nowadays vs slaves got free food scrap from their owners in the past.
The present-day immigration system = Slavery in the past. The only difference is that immigrants earn minimum pay nowadays vs slaves got free food scrap from their owners in the past.
Identity Attack0.22261032
Insult0.09563028
Profanity0.023994578
Threat0.0077284453
Severe Toxicity0.0073623657
Low Tox 0.25462922 Low Con 0.255 Moral_Argument
Jan 22, 2026 Why Canada’s immigration system has …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without a citizenship. Those, we'll jail ourselves... PS: We DO need immigrants because of our low birthrate (it's negative), and our aging population... BUT, we need to check CHARACTER first. Not colour, just CHARACTER!!!
Identity Attack0.23694818
Insult0.10294484
Profanity0.017299367
Threat0.034422375
Severe Toxicity0.008621216
Low Tox 0.25462922 Moderate Con 0.45 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
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)
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)
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can …
I came here 40 yrs ago and adapted and never had a hand out by the government and just worked but lately all I see are new immigrants not adapting or trying so I can see why all the resentment against immigrants.I unfortunately have to say Indians and Arabic culture doesn’t want to conform to their adopted country so we have to limit these group.
Identity Attack0.35624164
Insult0.075868964
Profanity0.030890211
Threat0.01086132
Severe Toxicity0.008506775
Low Tox 0.25462922 Constructive 0.734 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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...
"if more immigrants came we should be very happy" oh is that so? so... if they were.... lets say.... pakistani? would you still feel the same there buddy? if there was mass migration by the …
"if more immigrants came we should be very happy" oh is that so? so... if they were.... lets say.... pakistani? would you still feel the same there buddy? if there was mass migration by the people you literally kicked out of your country 60 years ago would that make you happy?
Identity Attack0.27914262
Insult0.075868964
Profanity0.025770858
Threat0.014911477
Severe Toxicity0.0090408325
Low Tox 0.25462922 Moderate Con 0.374 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Amazing how there has been this massive, coordinated effort to seemingly destroy the West via absurd levels of unchecked immigration from non-western countries, completely destroying the native demographics It's literally erasing what makes the West …
Amazing how there has been this massive, coordinated effort to seemingly destroy the West via absurd levels of unchecked immigration from non-western countries, completely destroying the native demographics It's literally erasing what makes the West great, now every day there's a new video about how it's a gigantic negative for the west, destroying social services, increasing violent and non-violent crime rates to unseen levels It's really surreal and honestly it scares me, and it breaks my heart
Identity Attack0.14661247
Insult0.16480011
Profanity0.058445938
Threat0.025616571
Severe Toxicity0.009994507
Low Tox 0.25462922 Constructive 0.593 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? …
The agruments are weak. The first settlers who left europe to settle in US was for economical and religious reasons. People should give up their food, personal values, language when they settle in north america? Well I guess you cannot eat any Jamaican food again. In new york people still are proud of their italian and irish heritage. The problem with Canada is you flooding your country way too fast with immigrants.
Identity Attack0.28034934
Insult0.08582769
Profanity0.015147334
Threat0.007521313
Severe Toxicity0.005264282
Low Tox 0.25462922 Constructive 0.629
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
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...
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give them a break. Look at Vancouver Eastside, the lump we’re all people Unless you are Indigenous, we are all immigrants here. Instead of blaming immigrants, we should focus on the real problems: low wages, lack of affordable housing, and exploitation. International students also bring money into Canada—they pay high tuition, rent, and living costs, which supports our economy. Many take jobs that others don’t want. Displacing the blame on them isn’t fair. Give them a break—we need unity, not division.”
Identity Attack0.2816105
Insult0.14150882
Profanity0.029050145
Threat0.008129764
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.767
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Identity Attack0.23163283
Insult0.16195811
Profanity0.028093686
Threat0.00780612
Severe Toxicity0.0049591064
Low Tox 0.25462922 Moderate Con 0.358 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …

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.