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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 am not a huge …" 168 comments · Page 6 of 7
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for future Canada.
Identity Attack0.04951127
Insult0.024124376
Profanity0.0113385795
Threat0.00704232
Severe Toxicity0.0017929077
Low Tox 0.09033044 Constructive 0.509 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
4:00 pans left to the huge statue 😂
4:00 pans left to the huge statue 😂
Identity Attack0.0091384705
Insult0.01890341
Profanity0.035399333
Threat0.011586283
Severe Toxicity0.0041770935
Low Tox 0.08320791 Low Con 0.286 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction …
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction as these residents enter politics and leadership roles.
Identity Attack0.05612817
Insult0.02193286
Profanity0.009869732
Threat0.008764107
Severe Toxicity0.0018978119
Low Tox 0.08241652 Moderate Con 0.468 Identity_Assertion
Nov 22, 2025 Quebec Ends Economic Immigration Program …
My parents are immigrants from the 70's. I was born in Canada in '82. Point is, we are fed up of all the problems we r having now bc too many immigrants. No appartments left …
My parents are immigrants from the 70's. I was born in Canada in '82. Point is, we are fed up of all the problems we r having now bc too many immigrants. No appartments left to rent, no daycare spots, no jobs bc of inflation also. Governments internationally are complaining we r not having children anymore. Women have many reasons for not having children anymore but economy issues are a huge factor.
Identity Attack0.054763943
Insult0.020837102
Profanity0.0128245065
Threat0.0066733654
Severe Toxicity0.0020122528
Low Tox 0.07450261 Constructive 0.755 Personal_Narrative
Aug 28, 2025 77 likes Why Canadians Are Turning Against …
I'm not a huge fan of teslas but I will admit that tesla with the black hood & front lip at 7:10 looks CLEAN AF
I'm not a huge fan of teslas but I will admit that tesla with the black hood & front lip at 7:10 looks CLEAN AF
Identity Attack0.025806036
Insult0.023995465
Profanity0.029050145
Threat0.009023022
Severe Toxicity0.003566742
Low Tox 0.07291982 Constructive 0.529
Jan 27, 2026 Inside Canada's Indian Invasion...
I would quite like to see Tyler do a video on Benidorm and how the Spanish feel about the huge amount British people there
I would quite like to see Tyler do a video on Benidorm and how the Spanish feel about the huge amount British people there
Identity Attack0.044870727
Insult0.017088935
Profanity0.032142747
Threat0.013528148
Severe Toxicity0.003929138
Low Tox 0.069754265 Moderate Con 0.467
Jan 27, 2026 Inside Canada's Indian Invasion...
Come visit Australia (and particularly the big cities like Sydney, Melbourne & Brisbane) and you'll find exactly the same thing here. We are in the middle of a huge immigration wave initiated by the socialist …
Come visit Australia (and particularly the big cities like Sydney, Melbourne & Brisbane) and you'll find exactly the same thing here. We are in the middle of a huge immigration wave initiated by the socialist Labor government that is overwhelming infrastructure, housing supply & affordability and healthcare services. Driving standards have also decreased markedly and at the same time vehicle accident rates have risen exponentially, along with a steep and sustained increase in car insurance premiums in the time since this current immigration wave began after Covid due to increased accident rates and fraudulent insurance claims. Indians make up the second largest group of these new immigrants.
Identity Attack0.018771807
Insult0.028612386
Profanity0.01490822
Threat0.007249452
Severe Toxicity0.0020313263
Low Tox 0.06817148 Constructive 0.68
Jan 27, 2026 Inside Canada's Indian Invasion...
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away. I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month. That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with. Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions. The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000. Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome. If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work. This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap. I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that. So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of. I feel utterly abandoned by our government.
Identity Attack0.004180758
Insult0.029714199
Profanity0.024951037
Threat0.006763986
Severe Toxicity0.0019836426
Low Tox 0.06579731 Constructive 0.775 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
The problem is not immigration, it is about why government giving visa when there is a job crisis for those who are already there? It is a cheating with the people who are paying huge …
The problem is not immigration, it is about why government giving visa when there is a job crisis for those who are already there? It is a cheating with the people who are paying huge money as a students and getting no exposure of jobs, it is not because of education that students are coming it is because of exposure of an International companies which they are hoping to get, students are adding money to the economy how can you blame the students who are coming legally??
Identity Attack0.013445892
Insult0.02212623
Profanity0.013678487
Threat0.006440342
Severe Toxicity0.001373291
Low Tox 0.055521555 Constructive 0.515 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
About competing for resources : Immigrants from the known big continent countries have the advantage of huge connected families !
About competing for resources : Immigrants from the known big continent countries have the advantage of huge connected families !
Identity Attack0.035589635
Insult0.015188923
Profanity0.012517073
Threat0.006051969
Severe Toxicity0.0013828278
Low Tox 0.05131592 Moderate Con 0.327
Oct 20, 2025 1 likes Why Canadians Are Turning Against …
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Identity Attack0.041003603
Insult0.01465692
Profanity0.020100424
Threat0.008000307
Severe Toxicity0.0018978119
Low Tox 0.04834723 Constructive 0.532 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
This started LONG before Trudeau, as far back as 2004 and 2005. It was basically an open secret that RIM made agreements with India to hire a huge percentage of Indian immigrants so they could …
This started LONG before Trudeau, as far back as 2004 and 2005. It was basically an open secret that RIM made agreements with India to hire a huge percentage of Indian immigrants so they could penetrate the Indian market with BlackBerrys. And they were not the only company to do this sort of thing.
Identity Attack0.0376521
Insult0.016936934
Profanity0.012482914
Threat0.0067445673
Severe Toxicity0.001335144
Low Tox 0.046368107 Moderate Con 0.373
Jun 23, 2025 How Canada broke its immigration …
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
I live in a town in the UK called Gravesend aka Graves India. It has a huge sikh population and is home to the largest gurdwara in Europe
Identity Attack0.031206898
Insult0.013212911
Profanity0.027000591
Threat0.010576514
Severe Toxicity0.0032806396
Low Tox 0.044883765 Constructive 0.515 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the …
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the policy is reversed. Canada does not. This is not just unethical but has a very negative impact on future immigration when levels do subside where our economy needs more immigrants.
Identity Attack0.019274252
Insult0.019741343
Profanity0.010450439
Threat0.0061166976
Severe Toxicity0.0010681152
Low Tox 0.043646812 Constructive 0.586 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam Most of the questions were from the video
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam Most of the questions were from the video
Identity Attack0.009286462
Insult0.014580919
Profanity0.031140719
Threat0.009696201
Severe Toxicity0.0025558472
Low Tox 0.037577134 Constructive 0.573 Solidarity
Feb 8, 2026 3 likes Canadian Citizenship Test 2025 – …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Hi I scored 18/20 huge thanks to your video I would recommend it to everyone🎉🎉🎉🎉
Hi I scored 18/20 huge thanks to your video I would recommend it to everyone🎉🎉🎉🎉
Identity Attack0.00880549
Insult0.0118069025
Profanity0.026044132
Threat0.012026439
Severe Toxicity0.0036811829
Low Tox 0.03545588 Constructive 0.518 Meta_Commentary
Dec 19, 2025 4 likes Canadian Citizenship Test 2025 – …
I just want to send a huge thanks to the person who created this video.Passed my exam an hour ago 19/20 (23rd May 2025)Listening to this while at work while i’m driving to work.
I just want to send a huge thanks to the person who created this video.Passed my exam an hour ago 19/20 (23rd May 2025)Listening to this while at work while i’m driving to work.
Identity Attack0.008065533
Insult0.011274899
Profanity0.02385794
Threat0.011379151
Severe Toxicity0.0030899048
Low Tox 0.034984488 Constructive 0.597
May 23, 2025 105 likes Canadian Citizenship Test 2025 – …
The problem is these corporations wants huge profits by hiring cheap labor. Its not that there isn't domestic labour ready to work at a tire shop its what they are offering for it.
The problem is these corporations wants huge profits by hiring cheap labor. Its not that there isn't domestic labour ready to work at a tire shop its what they are offering for it.
Identity Attack0.0043102503
Insult0.01890341
Profanity0.011714331
Threat0.006051969
Severe Toxicity0.00084877014
Low Tox 0.034277402 Moderate Con 0.345 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
India😅 and the huge families
India😅 and the huge families
Identity Attack0.01857083
Insult0.0114269
Profanity0.021466793
Threat0.008712323
Severe Toxicity0.0025367737
Low Tox 0.030741978 Moderate Con 0.413
Oct 2, 2025 IRCC Names India in Study …
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut …
Please don't believe this report. I am from Canada, This issue is not dividing us at all . In fact the overwhelming majority agrees immigration numbers of recent years are unsustainable .These policies to cut immigration are driven by public pressure on the government..Fr24 is cherry picking and make it sound like there is huge backlash to these cuts.
Identity Attack0.009545447
Insult0.011996903
Profanity0.010006369
Threat0.006589218
Severe Toxicity0.0007581711
Low Tox 0.027324399 Constructive 0.799 Policy_Critique
Feb 11, 2026 467 likes Canada's tighter immigration policy divides …
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
There is a cash economy al.ozt tax evading , they get cash donation in huge amounts ,I don't know why itis allowed here in Canada
Identity Attack0.008583503
Insult0.014238917
Profanity0.010894509
Threat0.005906329
Severe Toxicity0.00089645386
Low Tox 0.027088705 Moderate Con 0.387 Unverified_Claim
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
We have a huge city adding billions of dollars to economy nd infrastructure but at wat cost 😂🤣
We have a huge city adding billions of dollars to economy nd infrastructure but at wat cost 😂🤣
Identity Attack0.0017851467
Insult0.0114269
Profanity0.014942379
Threat0.006155535
Severe Toxicity0.0009775162
Low Tox 0.023671126 Low Con 0.24
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)

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.