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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: "Only let them in with …" 886 comments · Page 29 of 36
Let her help her own country, people miss her there !
Let her help her own country, people miss her there !
Identity Attack0.024600167
Insult0.019934712
Profanity0.012551232
Threat0.007521313
Severe Toxicity0.0018310547
Low Tox 0.07450261 Moderate Con 0.397 Identity_Assertion
Feb 11, 2026 107 likes Canada's tighter immigration policy divides …
So Quebec is reducing it's intake numbers and based on what as it's called good governance so was letting in folks with hopes bad governance lol ??
So Quebec is reducing it's intake numbers and based on what as it's called good governance so was letting in folks with hopes bad governance lol ??
Identity Attack0.007214582
Insult0.029714199
Profanity0.01627459
Threat0.0063238298
Severe Toxicity0.0014781952
Low Tox 0.07371122 Moderate Con 0.343
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Now do one on the government they are letting all of them in 😭😭
Now do one on the government they are letting all of them in 😭😭
Identity Attack0.009693438
Insult0.02103047
Profanity0.020578653
Threat0.010421164
Severe Toxicity0.0028038025
Low Tox 0.07291982 Low Con 0.228 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Housing crisis is all that comes to mind. We don't have the infrastructure to welcome anyone else, period. Let alone the people who are here illegally under false pretenses.
Housing crisis is all that comes to mind. We don't have the infrastructure to welcome anyone else, period. Let alone the people who are here illegally under false pretenses.
Identity Attack0.0233943
Insult0.023866551
Profanity0.0113727385
Threat0.007068211
Severe Toxicity0.0012397766
Low Tox 0.069754265 Constructive 0.517 Economic_Argument
Oct 1, 2025 IRCC Names India in Study …
Stop letting them in... Problem solved
Stop letting them in... Problem solved
Identity Attack0.009064475
Insult0.019741343
Profanity0.014088398
Threat0.012596053
Severe Toxicity0.0023078918
Low Tox 0.069754265 Low Con 0.198
Dec 31, 2025 2 likes Deportations From Canada at Their …
George Soros and the UN are pushing this agenda, let them pay for it.
George Soros and the UN are pushing this agenda, let them pay for it.
Identity Attack0.008435511
Insult0.020256994
Profanity0.013336895
Threat0.014911477
Severe Toxicity0.0021648407
Low Tox 0.069754265 Low Con 0.057
Oct 4, 2018 How much do refugees and …
Let me guess , Canada started letting migrants run the immigration system ?
Let me guess , Canada started letting migrants run the immigration system ?
Identity Attack0.053399716
Insult0.018001022
Profanity0.010621235
Threat0.006589218
Severe Toxicity0.0015544891
Low Tox 0.069754265 Low Con 0.168
Jun 26, 2025 1 likes How Canada broke its immigration …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised …
Accountability should fall on the Government of Canada. They stopped screening properly. There used to be a point system that determined who could immigrate, and it actually worked. I’m of Pakistani descent, born and raised here, and when I’m in Brampton and walk into a Circle K, people start speaking to me in Hindi or Punjabi right away — it’s a trip. At the same time, I’m not saying everyone coming is bad. A lot of international students and new immigrants are hardworking people who want to build a better life. But plenty are also gaming the system. The real issue is that Canada messed up by letting in too many at once, with no structure to help them assimilate. When there’s no integration, no surprise people just act like they’re back home.
Identity Attack0.037909906
Insult0.02618698
Profanity0.015693882
Threat0.007301235
Severe Toxicity0.0018024445
Low Tox 0.067380086 Constructive 0.77 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Identity Attack0.0061416444
Insult0.020643732
Profanity0.018324144
Threat0.009618527
Severe Toxicity0.0017547607
Low Tox 0.067380086 Moderate Con 0.398 Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
This is the reason why we need immigration enforcement. Can’t let this happen in the US.
This is the reason why we need immigration enforcement. Can’t let this happen in the US.
Identity Attack0.036878675
Insult0.0142009165
Profanity0.010962827
Threat0.007870848
Severe Toxicity0.0018310547
Low Tox 0.067380086 Moderate Con 0.368 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Identity Attack0.013445892
Insult0.019547975
Profanity0.04216301
Threat0.0074954215
Severe Toxicity0.003967285
Low Tox 0.06579731 Low Con 0.284 Solidarity
Feb 9, 2026 Inside Canada's Indian Invasion...
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …
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 …
Let’s just become American Canada is over
Let’s just become American Canada is over
Identity Attack0.031464707
Insult0.017872108
Profanity0.013302735
Threat0.010032792
Severe Toxicity0.0026893616
Low Tox 0.06500591 Low Con 0.194 Fear_Threat
Jan 19, 2026 Canada’s new rules in 2026
80,000. People loose in Canada?????? Let's wake Up Canada
80,000. People loose in Canada?????? Let's wake Up Canada
Identity Attack0.022188433
Insult0.021675033
Profanity0.011082385
Threat0.008712323
Severe Toxicity0.0023269653
Low Tox 0.06421452 Moderate Con 0.403
Nov 5, 2025 IRCC Names India in Study …
🇨🇦 I disagree with premise that only "high skill" immigrants should come. Economies need ALL types of workers & those low skill jobs have to be done by someone. According to free trade economics, open …
🇨🇦 I disagree with premise that only "high skill" immigrants should come. Economies need ALL types of workers & those low skill jobs have to be done by someone. According to free trade economics, open borders would maximize world GDP. As for housing market, why not let housing be more mobile & smaller, tiny homes.
Identity Attack0.036620867
Insult0.021997316
Profanity0.010467518
Threat0.006149062
Severe Toxicity0.0013828278
Low Tox 0.063027434 Constructive 0.746
Jun 19, 2025 How Canada broke its immigration …
Let me guess, the Canadian Immigration Lawyers Association, doesn't think there's enough immigration. 😂
Let me guess, the Canadian Immigration Lawyers Association, doesn't think there's enough immigration. 😂
Identity Attack0.034300596
Insult0.017807651
Profanity0.012243799
Threat0.0066086366
Severe Toxicity0.0016212463
Low Tox 0.061444655 Low Con 0.203 Humor_Satire
Jan 20, 2026 77 likes Why Canada’s immigration system has …
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Lets place the blame on the "consultants" these families pay to get their children a spot in Canada.
Identity Attack0.02048012
Insult0.026058068
Profanity0.010911589
Threat0.007340072
Severe Toxicity0.0015830994
Low Tox 0.061444655 Moderate Con 0.338
Sep 29, 2025 IRCC Names India in Study …
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, …
I am concerned about the comments here! Right now we need to welcome people from the US escaping ICE! We need to be humane! I agree that we need to be discerning to risky people, and there needs to be limits. But this is an emergency situation! We need to help good people who are at risk and just wanting a better life! How would you like to be in their shoes?? It would be scary! Lets be the safe place to land for these good people!! Even though I am tenth generation Canadian, we are all immigrants except for the First Nations People.
Identity Attack0.024600167
Insult0.024640027
Profanity0.01627459
Threat0.0077025536
Severe Toxicity0.0018310547
Low Tox 0.06104896 Constructive 0.859
Dec 29, 2025 Deportations From Canada at Their …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of …
This story tells you so much though . This city seems to be an example of how canadas integration policy isn’t working . Look what everyone said -> they couldn’t find jobs , none of the Canadians accepted foreign work experience so they created thier own jobs . B4 asking why aren’t you integrating has Canada asked the tough questions to themselves why do they make it hard for ppl to find jobs in the first place ? In India community is a strong feature no matter where you are they will create an environment that replicates home to ensure their roots stay strong and it’s also for support, loneliness and many things . Now ppl from India don’t just come to Canada due to job crisis back home they come bcz they want to escape the 1.4 billion population and suffocation that comes with it . The negative thing about Indians is they don’t know what’s right n wrong . It’s a thin line bcz that common sense isn’t taught in India . In India your in a race if you snooze you loose so those bad habits of trying to beat the competition comes with a world of bad manners and bad civic sense . Which now unfortunately due to cities like these won’t go away . They’ll stay the same bcz Brampton is that home away from home comfort pillow tat screams LETS NOT CHANGE .
Identity Attack0.03223813
Insult0.026702631
Profanity0.015249812
Threat0.006479179
Severe Toxicity0.0018978119
Low Tox 0.06065326 Constructive 0.671 Policy_Critique
Nov 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's be honest it was liberals tool for votes
Let's be honest it was liberals tool for votes
Identity Attack0.017264472
Insult0.026831545
Profanity0.015079016
Threat0.006912862
Severe Toxicity0.0014591217
Low Tox 0.059727192 Low Con 0.162 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
SO TRUE !!! LET'S START WITH THE GOVERNMENTS !! OUR GOVERNMENTS SHOULD BE GOOD REAL CANADIANS... " FROM CANADA ONLY" !!!!
Identity Attack0.042550452
Insult0.019547975
Profanity0.011236101
Threat0.0072882893
Severe Toxicity0.00289917
Low Tox 0.058737632 Moderate Con 0.368
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
I’ve got the maple syrup in my blood and I speak on 95.69% Canadians we are ok with immigrantion to a point, not mass immigration. Let our teens have a chance at getting a job …
I’ve got the maple syrup in my blood and I speak on 95.69% Canadians we are ok with immigrantion to a point, not mass immigration. Let our teens have a chance at getting a job in the fast food(companies have to pay full price per hour)
Identity Attack0.028628819
Insult0.019547975
Profanity0.010911589
Threat0.0067769317
Severe Toxicity0.0016212463
Low Tox 0.057748068 Constructive 0.658 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted …
Trudeau let them all in, then Trudeau went from 12 million in his bank to over 120 million in his bank account instead of tax payers being on the hook for the vote Trudeau wanted how about he pays out of his pocket!!!
Identity Attack0.0026083488
Insult0.029714199
Profanity0.012517073
Threat0.0061231707
Severe Toxicity0.0010251999
Low Tox 0.05725329 Low Con 0.273
Dec 23, 2025 20 likes Deportations From Canada at Their …

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.