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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 #}

Comment Explorer

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Active: "Than you for covering this" 189 comments · Page 3 of 8
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
COVER THE INDIAN TRUCKERS. THE BOBBY PUNJABIS OF THE ROAD
Identity Attack0.39773783
Insult0.33998606
Profanity0.16264248
Threat0.04363242
Severe Toxicity0.023692908
Moderate 0.37751234 Low Con 0.204
Jan 27, 2026 Inside Canada's Indian Invasion...
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Please cover Surrey BC next, it’s so bad here my 16 year old brother can’t find an entry level job because there all taken by Indians
Identity Attack0.46028158
Insult0.1798321
Profanity0.08549073
Threat0.010602405
Severe Toxicity0.017481172
Moderate 0.37751234 Constructive 0.564 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Identity Attack0.1444726
Insult0.36798462
Profanity0.04742365
Threat0.05236103
Severe Toxicity0.014382465
Moderate 0.37751234 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Finally covering the invasion of illegal indians who come here on "student visas" and never leave. ( saying this before i see the video lets see if you noticed )
Identity Attack0.44690517
Insult0.1823172
Profanity0.07126612
Threat0.012958534
Severe Toxicity0.017287504
Moderate 0.3722269 Moderate Con 0.312 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
08:57 "They never cover their windows and walk naked" He says while being shirtless
08:57 "They never cover their windows and walk naked" He says while being shirtless
Identity Attack0.028016793
Insult0.06512285
Profanity0.22572558
Threat0.02855184
Severe Toxicity0.017481172
Moderate 0.36095104 Moderate Con 0.32
Nov 18, 2025 41 likes Inside Canada's Indian Metropolis (Brampton)
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
''They never even cover the window , They walk naked and its kind of embarrasing '' Says the Naked guy on the street
Identity Attack0.050443888
Insult0.17858955
Profanity0.22213541
Threat0.011922873
Severe Toxicity0.016964722
Moderate 0.3389984 Moderate Con 0.323 Humor_Satire
Nov 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for covering this, ignorance isn’t working anymore. It has to stop.
Thank you for covering this, ignorance isn’t working anymore. It has to stop.
Identity Attack0.0047727237
Insult0.36798462
Profanity0.02167175
Threat0.0065050707
Severe Toxicity0.0029563904
Moderate 0.3389984 Moderate Con 0.423
Jan 27, 2026 Inside Canada's Indian Invasion...
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when …
They don't want to talk about the stalking, harassment and sexual assaults against women. Even our news is covering for them, a punjabi sikh man literally threatened some girl with a replica gun and when he got arrested, his bag had 3 bundles of rope, 2 carving knives, and 2 rolls of duck tape. Make sure people learn the actual truth, this surface level journalism always leaves these questions unanswered. I will tell you the answer, and it is a Yes!
Identity Attack0.28034934
Insult0.16795322
Profanity0.073529124
Threat0.13815513
Severe Toxicity0.015931819
Moderate 0.3389984 Constructive 0.668 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
"They walk naked without covering their windows"..... saying this while roaming around shirtless.....LMAO...
"They walk naked without covering their windows"..... saying this while roaming around shirtless.....LMAO...
Identity Attack0.011321344
Insult0.071750276
Profanity0.17473823
Threat0.012803185
Severe Toxicity0.012207031
Moderate 0.3367073 Low Con 0.219 Humor_Satire
Feb 20, 2026 Inside Canada's Indian Metropolis (Brampton)
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Thank you for covering Canada, the Canadian governement is a real mess. Incapable of doing much else then spending money.
Identity Attack0.17614605
Insult0.3493834
Profanity0.02836696
Threat0.006738094
Severe Toxicity0.006980896
Moderate 0.33255672 Moderate Con 0.36 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely …
THANK YOU FOR COVERING THIS! I lived in Brampton my whole life. Its too much, faaaarrrr too much. Horrible civic sense, no accountability, a complete lack of manners....its a shame. Our city has been absolutely wrecked
Identity Attack0.031980325
Insult0.26957804
Profanity0.04792466
Threat0.0072753434
Severe Toxicity0.006980896
Moderate 0.32397532 Constructive 0.557 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When European whites stop extracting wealth & labor from ethnic countries….then the migration will stop! Case closed….yall never cover that part though 🙌🏾
When European whites stop extracting wealth & labor from ethnic countries….then the migration will stop! Case closed….yall never cover that part though 🙌🏾
Identity Attack0.37879246
Insult0.08410009
Profanity0.070942834
Threat0.01238892
Severe Toxicity0.014576134
Moderate 0.32289913 Low Con 0.24 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under …
The scam was allowed to happen by the liberal-ndp mafia, which created a huge ecosystem of corruption, scams, money-laundering, frauds, and letting in many dishonest people and even criminals to enter the country easily under the cover of students visa, purchased LMIA'S openly promoted on instagram, entering on tourist visa and converting to LMIA'S with help of corrupt businesses and lawyers, and finally the biggest scam of fake assylum claims. It is a massive corruption racket involving politicians, lawyers, business owners, diploma mill colleges, consultants, and even banks in foreign countries. So Canada is highly corrupt and will only be super corrupt in the future with a lot of dishonest people being let in.
Identity Attack0.055673428
Insult0.3388922
Profanity0.050680235
Threat0.010602405
Severe Toxicity0.008926392
Moderate 0.32074678 Moderate Con 0.384 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate (because we all look the same to white people 🙃🙃)
Identity Attack0.38208112
Insult0.0838533
Profanity0.06295506
Threat0.009178371
Severe Toxicity0.011138916
Moderate 0.31825066 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and …
i used to live in Brampton but me and my family moved because of how dangerous the area was caused by Indians and the parks where always covered in needles or diff illegal substances and we where scared to drive bc of the terrible driving situation
Identity Attack0.3817989
Insult0.16751462
Profanity0.06746418
Threat0.011819307
Severe Toxicity0.013155893
Moderate 0.31547862 Constructive 0.534 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope …
THANK YOU FOR COMING TO PIR GREAT WHITE NORTH AND COVERING THIS. all of our mainstream media is govn funded (tax payer funded) and they spread nothing but propaganda and lies. I truly truly hope you investigate more in Canada !
Identity Attack0.27914262
Insult0.1798321
Profanity0.019007329
Threat0.007249452
Severe Toxicity0.008392334
Moderate 0.3057765 Constructive 0.595 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Tyler needs to cover the Chinese invasion in Richmond, BC next. The driving in Richmond is worse than Brampton.
Identity Attack0.28622448
Insult0.18355975
Profanity0.022559889
Threat0.010162249
Severe Toxicity0.00793457
Moderate 0.30527395 Low Con 0.21
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yooo that’s my hometown! Crazy Tyler is covering here and yea it’s only gets crazier each year, grew up there for 12 years and I’m 17 now, when I go there to visit family even …
Yooo that’s my hometown! Crazy Tyler is covering here and yea it’s only gets crazier each year, grew up there for 12 years and I’m 17 now, when I go there to visit family even now I can always tell it only worsens
Identity Attack0.015757138
Insult0.24928534
Profanity0.11601777
Threat0.008077981
Severe Toxicity0.007972717
Low Tox 0.29771072 Constructive 0.559 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Identity Attack0.10221587
Insult0.26957804
Profanity0.029888187
Threat0.00948907
Severe Toxicity0.006866455
Low Tox 0.295883 Constructive 0.677 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
9:00 he said” they never cover the windows they walk around naked “while he was walking around shirtless in the streets ironic?
9:00 he said” they never cover the windows they walk around naked “while he was walking around shirtless in the streets ironic?
Identity Attack0.01656105
Insult0.054376744
Profanity0.15195307
Threat0.014393489
Severe Toxicity0.011138916
Low Tox 0.29405528 Low Con 0.297
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion. We are second in power now, they have infiltrated the USA from within. Every wonder why you didn't get to vote on it? Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace. Then you basically win for the enemy of Whites. America has been occupied, we are officially under a foreign dictatorship like Russia. Look who controls Russia, it's not Whites...
Identity Attack0.28034934
Insult0.16551061
Profanity0.033645786
Threat0.012285355
Severe Toxicity0.01121521
Low Tox 0.2854835 Moderate Con 0.441 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
As a Canadian thank you for covering this Tyler. It’s absurd and has ruined our country but especially the GTA and Brampton. I wish I knew you came man 😂❤
Identity Attack0.019776696
Insult0.2659317
Profanity0.027820412
Threat0.009048914
Severe Toxicity0.004825592
Low Tox 0.2854699 Constructive 0.593 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
9:17 in punjabi temple if you cover your head , they will cover your belly (free food 😂)
Identity Attack0.10221587
Insult0.081508696
Profanity0.10425757
Threat0.12536226
Severe Toxicity0.01806218
Low Tox 0.2854699 Moderate Con 0.368 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in her own name. Guess which resume had a call for an interview, yes - the one with the Indian name. This is insane. I require personal health-care at home and i REFUSE TO have my Canadian worker be replaced with an immigrant from Kenya. Sorry but the Canadian worker has been here for 5 generations and then suddenly she's going to lose her house because of this situation with immigrants. Not if have anything to do with it if and when i can. Sharia law, and other foreign practices are not respectful to Canadian culture. If they dont assimilate to our culture, speak our official languages (French and English). Deport them all. ALL OF THE IMMIGRANTS MUST BE DEPORTED, ESPECIALLY ISLAMICS, AND MUSLIMS, AS WELL AS INDIANS. These immigrants are not respectful to the host country. The muslim women wearing hijabs (veils covering their entire faces should NOT BE PERMITTED for safety reasons) must follow our culture and expose their faces. From Canada 🇨🇦 ❤❤❤
Identity Attack0.26494437
Insult0.17858955
Profanity0.046171114
Threat0.0077802283
Severe Toxicity0.009841919
Low Tox 0.2853768 Constructive 0.67 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …

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.