Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Its not the immigration. It's …" 3,653 comments · Page 73 of 147
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)
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 …
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...
Western civilization is being destroyed from within. Uncontrolled immigration in western democracies was facilitated by governments wishing to completely destroy their capitalist economies. They've largely succeeded. Carney will end up making Trudeau look like a …
Western civilization is being destroyed from within. Uncontrolled immigration in western democracies was facilitated by governments wishing to completely destroy their capitalist economies. They've largely succeeded. Carney will end up making Trudeau look like a piker. Just read his book if you want a vision of Canada's future.
Identity Attack0.033527173
Insult0.20201176
Profanity0.026044132
Threat0.01187109
Severe Toxicity0.0045776367
Low Tox 0.25462922 Moderate Con 0.35 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West is setting up Gen Alpha and Gen Beta to either fight existential domestic wars of survival, or become subjugated. The soon-to-be majorities are not going to be kind to the previous majority, like the left gullibly assumes… history has proven this over and over and over again.. (Poland understands the deal with 3rd World immigration… they are one of the few western-aligned nations who are clear-eyed about the situation)
Identity Attack0.23467018
Insult0.14512913
Profanity0.025634222
Threat0.021127338
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.406 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
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)
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 …
End all immigration and liberal gov. Its a failure
End all immigration and liberal gov. Its a failure
Identity Attack0.17847598
Insult0.082866095
Profanity0.028230323
Threat0.020954676
Severe Toxicity0.007286072
Low Tox 0.25462922 Low Con 0.149 Policy_Critique
Jan 4, 2026 1 likes New rules, regulations take effect …
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 …
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want …
How about letting immigrants coming into the country that if they commit a crime they will be deported and be banned for 10 years. That would be a great deterrent to those that don't want to properly integrate into our society.
Identity Attack0.28034934
Insult0.06599696
Profanity0.017094411
Threat0.028897164
Severe Toxicity0.008277893
Low Tox 0.25462922 Moderate Con 0.446 Policy_Critique
Jan 30, 2026 Canada’s new rules in 2026
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 …
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...
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
Identity Attack0.2772088
Insult0.06529768
Profanity0.025087673
Threat0.025443908
Severe Toxicity0.008735657
Low Tox 0.25462922 Low Con 0.232 Identity_Assertion
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
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)
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available …
Everything in this video is the sad reality of today, I worked in a production of fruits and veggies, and the agency "immigrants" hiring were practically, eating food with their hands instead of utensiles available to everyone at said place to even praying infront of canadian employees about their own beliefs and old ways.... it's truly disrespectful to be surrounded by immigrants who couldn't care for 2 cents about the country they migrate too. I'm now unemployed, been searching for a job for the last 3 months and can't even get hired into a basic low wage job like mc donalds tim hortons or any of those because its filled with nothing but immigrants. Really sad, and i'm annoyed that I dont get any callback from anywhere due to overflux of immigrants taking the jobs that can atleast get you out of trouble.
Identity Attack0.21470967
Insult0.16773392
Profanity0.03765389
Threat0.007883795
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.729
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Identity Attack0.28034934
Insult0.07745308
Profanity0.0166845
Threat0.0086087575
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.414 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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 …
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 …
When immigrants try to imposed their culture it's called an invasion by immigration
When immigrants try to imposed their culture it's called an invasion by immigration
Identity Attack0.28034934
Insult0.06354945
Profanity0.040409464
Threat0.009100696
Severe Toxicity0.008544922
Low Tox 0.25462922 Moderate Con 0.321 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
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...
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...

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.