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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

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

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Active: "After all these, I cant …" 195 comments · Page 7 of 8
Most of them cant even speak English now
Most of them cant even speak English now
Identity Attack0.03894114
Insult0.05086332
Profanity0.027683776
Threat0.009696201
Severe Toxicity0.0030517578
Low Tox 0.13561769 Low Con 0.209
Jun 19, 2025 18 likes How Canada broke its immigration …
Aiesha Zafar cant give the straight answers because she's not local seems she covered something
Aiesha Zafar cant give the straight answers because she's not local seems she covered something
Identity Attack0.019073274
Insult0.06582214
Profanity0.02249157
Threat0.007417747
Severe Toxicity0.002861023
Low Tox 0.1269396 Low Con 0.259
Oct 7, 2025 IRCC Names India in Study …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they …
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they cant kill it. But yes students should be screened at border if they cant speak in English and passed Ielts (fraudulently). Mark them high risk there as that is where the fraud starts.
Identity Attack0.04203484
Insult0.03511308
Profanity0.0166845
Threat0.060766358
Severe Toxicity0.0037574768
Low Tox 0.119997114 Constructive 0.795
Oct 1, 2025 IRCC Names India in Study …
cant they atleast dress like canadians.
cant they atleast dress like canadians.
Identity Attack0.10221587
Insult0.033239998
Profanity0.014839902
Threat0.0067316215
Severe Toxicity0.0030517578
Low Tox 0.1182615 Low Con 0.208 Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
Identity Attack0.03636306
Insult0.06267534
Profanity0.013951761
Threat0.008259222
Severe Toxicity0.002784729
Low Tox 0.11739369 Low Con 0.258 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
i cant stand it i am literally a minority in Ottawa now
i cant stand it i am literally a minority in Ottawa now
Identity Attack0.045901958
Insult0.027218282
Profanity0.036651865
Threat0.0076766624
Severe Toxicity0.0032234192
Low Tox 0.11388343 Moderate Con 0.373 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I cant wait until all of Canada is India 🙏🏾
I cant wait until all of Canada is India 🙏🏾
Identity Attack0.10221587
Insult0.028832749
Profanity0.018187506
Threat0.010964886
Severe Toxicity0.005683899
Low Tox 0.11378009 Moderate Con 0.404 Identity_Assertion
Oct 17, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government …
Dont let these men use a child to not been deported,they don't do anything for the child. Not even as much as a visit. Even if the child is living few miles away. The Government should deport them if they cant show how much they're make and proof of paying child support.
Identity Attack0.04822223
Insult0.033019636
Profanity0.012722028
Threat0.013010317
Severe Toxicity0.0030136108
Low Tox 0.11378009 Moderate Con 0.372
Dec 29, 2025 Deportations From Canada at Their …
Foreign national flags cant be displayed in another coutrg unless it's a consuiste or embassy or official organization. Indians lesrn this fact.
Foreign national flags cant be displayed in another coutrg unless it's a consuiste or embassy or official organization. Indians lesrn this fact.
Identity Attack0.11744241
Insult0.024511116
Profanity0.023379711
Threat0.008712323
Severe Toxicity0.003604889
Low Tox 0.11367676 Moderate Con 0.403 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Identity Attack0.0038477771
Insult0.053205602
Profanity0.080318145
Threat0.0070552654
Severe Toxicity0.0028038025
Low Tox 0.11316007 Constructive 0.552 Economic_Argument
Nov 10, 2025 How much do refugees and …
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
Identity Attack0.036105253
Insult0.03412145
Profanity0.01620627
Threat0.017846745
Severe Toxicity0.003452301
Low Tox 0.11192002 Low Con 0.276 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
Identity Attack0.008324518
Insult0.034451995
Profanity0.02167175
Threat0.015256803
Severe Toxicity0.002708435
Low Tox 0.11098998 Low Con 0.236 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
Identity Attack0.099072486
Insult0.021481665
Profanity0.017982552
Threat0.008764107
Severe Toxicity0.0027656555
Low Tox 0.10783285 Moderate Con 0.328 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
Gotta feed those kids when their parents cant afford groceries.
Gotta feed those kids when their parents cant afford groceries.
Identity Attack0.0071035884
Insult0.023866551
Profanity0.01846078
Threat0.026307223
Severe Toxicity0.0036239624
Low Tox 0.10566349 Moderate Con 0.325 Moral_Argument
Jan 11, 2026 24 likes Canada’s new rules in 2026
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Identity Attack0.06658725
Insult0.028171662
Profanity0.011492296
Threat0.006194372
Severe Toxicity0.0019931793
Low Tox 0.10522962 Constructive 0.513
Aug 25, 2025 Why Canadians Are Turning Against …
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If …
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If your middle class and loose your job the govt wants to cut you off, but can give free medical, housing, food, clothing, schooling, training. As a citizen you cant get that. Your taxes will be raised and raised to pay for more of this.
Identity Attack0.06613251
Insult0.028061481
Profanity0.011594773
Threat0.0077672824
Severe Toxicity0.0024986267
Low Tox 0.102192536 Constructive 0.515
Jul 12, 2019 How much do refugees and …
bs, i still cant find a job after 2.5 years.
bs, i still cant find a job after 2.5 years.
Identity Attack0.0034223017
Insult0.027476108
Profanity0.09583591
Threat0.0077672824
Severe Toxicity0.0030517578
Low Tox 0.10175867 Moderate Con 0.389
Dec 24, 2025 25 likes Deportations From Canada at Their …
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant …
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant even afford Rent,Groceries and Medication. Especially us here in Ontario! It Really needs to Change its Already so far Gone🤢
Identity Attack0.03249594
Insult0.027476108
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0028419495
Low Tox 0.0969861 Moderate Con 0.448 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Identity Attack0.04641757
Insult0.027841117
Profanity0.012448754
Threat0.0065956907
Severe Toxicity0.0018882751
Low Tox 0.09611836 Moderate Con 0.344 Moral_Argument
Dec 29, 2025 Deportations From Canada at Their …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Identity Attack0.056582913
Insult0.02373764
Profanity0.010074687
Threat0.006550381
Severe Toxicity0.002002716
Low Tox 0.09394901 Constructive 0.558 Economic_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Canadians cant find a doctor but non-citizens and refugees can game the system. Western worlds will topple on their own righteousness. Our generosity has and is being taken advantage of
Canadians cant find a doctor but non-citizens and refugees can game the system. Western worlds will topple on their own righteousness. Our generosity has and is being taken advantage of
Identity Attack0.051580742
Insult0.028281843
Profanity0.011970525
Threat0.0071588317
Severe Toxicity0.0021362305
Low Tox 0.09308127 Moderate Con 0.322 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
If we we're smarter as a species, immgration would be strict with assimilation tests to make sure you actually assimilate to where you're moving. Every country shouldnbe soverign and presurving the culture. Deportation if you …
If we we're smarter as a species, immgration would be strict with assimilation tests to make sure you actually assimilate to where you're moving. Every country shouldnbe soverign and presurving the culture. Deportation if you cant assimilate to the country you move to.
Identity Attack0.040745795
Insult0.017549826
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.0021457672
Low Tox 0.08716487 Moderate Con 0.494 Policy_Critique
Jan 27, 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.