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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: "I so want to be …" 1,718 comments · Page 47 of 69
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Identity Attack0.18158256
Insult0.036545437
Profanity0.01846078
Threat0.007249452
Severe Toxicity0.0041007996
Low Tox 0.17891699 Low Con 0.243 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, …
My family immigrated here in 2011. First, I want to express gratitude—to the Indigenous peoples who have always been the true stewards of this land, and to the other immigrants , despite a complicated history, built a nation where opportunity is possible. We cannot erase the past, but we can acknowledge it and learn to live with respect. But to the wave of immigrants who came after 2017—listen carefully: you are ruining the very country you ran to for safety and opportunity. Too many of you are uncivilized. You don’t respect others. You lie, you cheat, you act without humility or integrity, you always go for short cut, you stink. You take advantage of a system you never helped build, and you give nothing back in return. This country was built on respect, honesty hard work, and accountability—values you seem to ignore. If you cannot live by those principles, then you don’t belong here. Canada is not here to lower itself to your standards. Either rise up, learn the values that make this country strong, or stop pretending you deserve the opportunities that others fought for. Never mind, just leave!!!!!!!
Identity Attack0.105256535
Insult0.07935401
Profanity0.019690514
Threat0.009359611
Severe Toxicity0.004234314
Low Tox 0.17891699 Constructive 0.605
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
WE DEMAND...!!?!?! NOUS DEMANDONS.....?!?! Sums up why Canadians want rid of them...!..Ah Revoir...!! Bon Voyage..👍
WE DEMAND...!!?!?! NOUS DEMANDONS.....?!?! Sums up why Canadians want rid of them...!..Ah Revoir...!! Bon Voyage..👍
Identity Attack0.059311368
Insult0.061976057
Profanity0.014976538
Threat0.07093142
Severe Toxicity0.008010864
Low Tox 0.17891699 Low Con 0.24
Nov 25, 2025 Quebec Ends Economic Immigration Program …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We want them gone
We want them gone
Identity Attack0.01656105
Insult0.03158728
Profanity0.046171114
Threat0.13599728
Severe Toxicity0.008010864
Low Tox 0.17805049 Low Con 0.284 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Why do they laugh at Canada and yet don’t want to live in India?
Why do they laugh at Canada and yet don’t want to live in India?
Identity Attack0.18546575
Insult0.045593183
Profanity0.017231047
Threat0.006757513
Severe Toxicity0.0041770935
Low Tox 0.17805049 Low Con 0.266 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
こんにちは!Hello, from Japan, I've seen Japanese woman trying to scream at employers for no reason because she said she wanted black coffee at Tim Hortons, but the employees said there's no ingredients, and now that …
こんにちは!Hello, from Japan, I've seen Japanese woman trying to scream at employers for no reason because she said she wanted black coffee at Tim Hortons, but the employees said there's no ingredients, and now that she's in breakdown.
Identity Attack0.120924085
Insult0.045593183
Profanity0.08678388
Threat0.025443908
Severe Toxicity0.0063705444
Low Tox 0.17805049 Constructive 0.677
Nov 8, 2025 1 likes Why Canadians Are Turning Against …
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for They earned so much money from international students. I studied with …
I came as student in 2013 I am now Canadian from past 5 years. I just want to mention government is to blame for They earned so much money from international students. I studied with Ukrainian Chinese Mexican and Russian students . They weren't good in English as well But they all worked very hard and very dedicated. Initially it was difficult find job they asked young students for Canadian experience which obviously none of the students had Ircc is laziest department. Even college cares about fees only. Because if student leave the college they don't get back the fees. So they are absolutely fine with this kind of fraud. .and private college are worst among everything. Students doesn't have to attend college. The fraud is now they just gets degrees and some else studies for them. Canada is not corrupt but Canadian politicians to get votes made Canada curupted. Covid benefits fueled this . Downhill started with Covid ended.
Identity Attack0.08252834
Insult0.097093195
Profanity0.025634222
Threat0.006977591
Severe Toxicity0.0036811829
Low Tox 0.17805049 Constructive 0.726 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at all. 3) he refers to India as “home” implying he does not see Canada as home. It’s bigger than them just being nuisances. This is real, literal ethnic replacement in real time. Canada was 96% European in 1970 btw. NEVER forget that.
Identity Attack0.15303208
Insult0.06669625
Profanity0.016821137
Threat0.008919456
Severe Toxicity0.0051879883
Low Tox 0.17631748 Constructive 0.6 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Identity Attack0.20483385
Insult0.053791173
Profanity0.019758832
Threat0.007094103
Severe Toxicity0.004348755
Low Tox 0.17631748 Constructive 0.584 Solidarity
Feb 12, 2026 7 likes Inside Canada's Indian Invasion...
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can control us but as long as people keep,voting Liberal then nothing will change.
Identity Attack0.045901958
Insult0.07270074
Profanity0.014327513
Threat0.016465442
Severe Toxicity0.0037384033
Low Tox 0.17631748 Low Con 0.299
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I don't want Canada become Mumbai😢
I don't want Canada become Mumbai😢
Identity Attack0.17303948
Insult0.05027775
Profanity0.016957775
Threat0.009230154
Severe Toxicity0.0050354004
Low Tox 0.17458448 Moderate Con 0.368 Fear_Threat
Jan 27, 2026 565 likes Inside Canada's Indian Invasion...
1:30 im in the United States and we have recently had a crackdown on non English speaking Indian truck drivers. I totally agree with this woman right down to not wanting to be interviewed!
1:30 im in the United States and we have recently had a crackdown on non English speaking Indian truck drivers. I totally agree with this woman right down to not wanting to be interviewed!
Identity Attack0.17381613
Insult0.04032305
Profanity0.027273865
Threat0.010680079
Severe Toxicity0.004787445
Low Tox 0.17458448 Constructive 0.751 Personal_Narrative
Feb 16, 2026 Inside Canada's Indian Invasion...
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were …
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were so different) They said Canada only accepts people who benefit the country! Imagine that! How aweful. 😅 In the next breath they said they welcome people who will do low paying unskilled labour jobs Canadians don't want to do.
Identity Attack0.109318495
Insult0.06757036
Profanity0.016957775
Threat0.0066280556
Severe Toxicity0.0035858154
Low Tox 0.17458448 Constructive 0.63 Humor_Satire
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
They want to change us into a 3rd world cesspit. Let me ask you this... what happens once Canada becomes the 3rd world?
They want to change us into a 3rd world cesspit. Let me ask you this... what happens once Canada becomes the 3rd world?
Identity Attack0.09410924
Insult0.06774519
Profanity0.02071529
Threat0.008738215
Severe Toxicity0.003929138
Low Tox 0.17371799 Low Con 0.231
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
She just wanted to hear one country name supplying 90% students fees to the fraudulent educational system of Canada
Identity Attack0.061130337
Insult0.08484049
Profanity0.015249812
Threat0.0065050707
Severe Toxicity0.0025177002
Low Tox 0.17285149 Low Con 0.185 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax …
A immigrant is not the problem is the refugee . I'm a immigrant , we come to Canada , paid our education , build a business here hire Canadian worker , paid all my tax and never take a welfare penny from Canada .. But the refugee come , they only works for cash and collect welfare and they want this country to become there country and complaint no human right for them !
Identity Attack0.15303208
Insult0.054376744
Profanity0.014088398
Threat0.0065697995
Severe Toxicity0.0037193298
Low Tox 0.17285149 Constructive 0.631 Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
Not sure these people want to FAFO with Canadians The whole Geneva Convention was written because no one was watching the Canadians. 😂😂😂😂😂
Not sure these people want to FAFO with Canadians The whole Geneva Convention was written because no one was watching the Canadians. 😂😂😂😂😂
Identity Attack0.10221587
Insult0.061451588
Profanity0.038655918
Threat0.008466354
Severe Toxicity0.0052261353
Low Tox 0.17198499 Low Con 0.109 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Degradation of society around the world, people want easy life so they become criminals people don't want to behave accordingly to the surrounding and the culture of the country.
Identity Attack0.026609946
Insult0.0806213
Profanity0.020920247
Threat0.008427517
Severe Toxicity0.0030326843
Low Tox 0.17111848 Low Con 0.254 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause …
As an immigrant I highly agree…IF YOU CAME TO ANOTHER COUNTRY FOR A BETTER AND PEACEFUL LIFE YOU SHOULD EMIGRATE, RESPECT AND BECOME PART OF THAT COUNTRYS’ CULTURE AND NOT TRY TO DESTROY IT. Cause I’m sure that tourist who visit certain countries are expected to do the same . For example if I wanted to travel to a Middle Eastern Country I would have to wear a Burka or another form of head covering even though that’s not what I’m use to. So yea…If you can’t respect Canada for its culture STAY IN YOUR COUNTRY OF BIRTH AND STOP TRYING TO CONFORM CANADA INTO SUCH.
Identity Attack0.11512129
Insult0.06564732
Profanity0.024951037
Threat0.009644418
Severe Toxicity0.005607605
Low Tox 0.17025198 Constructive 0.647 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
You are fired . Canada want s an election we can't afford to wait for more failure
You are fired . Canada want s an election we can't afford to wait for more failure
Identity Attack0.008028535
Insult0.07365121
Profanity0.015659723
Threat0.021472665
Severe Toxicity0.00333786
Low Tox 0.17025198 Low Con 0.135 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start businesses but only hire other Indians because of the language barrier. They are also buying up all the houses and alot of them will only rent to their own making it very difficult for Canadians to find houses to rent. Even half the realtors are indian. We have no jobs left very few houses and its makkng Canadians go homeless
Identity Attack0.22707681
Insult0.037980765
Profanity0.014225035
Threat0.0069646453
Severe Toxicity0.0036811829
Low Tox 0.17025198 Constructive 0.646 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
Identity Attack0.053399716
Insult0.06774519
Profanity0.014327513
Threat0.020091362
Severe Toxicity0.0037765503
Low Tox 0.1693855 Moderate Con 0.376
Dec 31, 2025 Deportations From Canada at Their …
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Identity Attack0.06385879
Insult0.06302499
Profanity0.02433617
Threat0.012233571
Severe Toxicity0.005874634
Low Tox 0.16851899 Moderate Con 0.47
Nov 21, 2025 Quebec Ends Economic Immigration Program …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
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.