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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: "WE NEED TO DO WHAT …" 2,035 comments · Page 41 of 82
Canada needs to get rid of their politicians and put the bike guy in charge for a few years.
Canada needs to get rid of their politicians and put the bike guy in charge for a few years.
Identity Attack0.028418748
Insult0.08434689
Profanity0.01535229
Threat0.07476458
Severe Toxicity0.004863739
Low Tox 0.20056234 Low Con 0.16 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada need to band beef and slughter of cows
Canada need to band beef and slughter of cows
Identity Attack0.10221587
Insult0.039444692
Profanity0.02795705
Threat0.13815513
Severe Toxicity0.010299683
Low Tox 0.20056234 Low Con 0.174 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
liberals need to send them all back
liberals need to send them all back
Identity Attack0.09162762
Insult0.058475737
Profanity0.026044132
Threat0.06561559
Severe Toxicity0.0064849854
Low Tox 0.20056234 Low Con 0.173 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
We need ICE, these people aren't Canadian
We need ICE, these people aren't Canadian
Identity Attack0.18158256
Insult0.06582214
Profanity0.015967157
Threat0.011405042
Severe Toxicity0.007286072
Low Tox 0.20056234 Low Con 0.217 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The indians needs to learn from Canada how to built a better country in india
The indians needs to learn from Canada how to built a better country in india
Identity Attack0.26325142
Insult0.046178754
Profanity0.01982715
Threat0.007327127
Severe Toxicity0.005264282
Low Tox 0.20032968 Low Con 0.165
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Identity Attack0.055218685
Insult0.14331897
Profanity0.013234417
Threat0.0068999166
Severe Toxicity0.0030517578
Low Tox 0.20009702 Low Con 0.239 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
Identity Attack0.17614605
Insult0.061276767
Profanity0.018119188
Threat0.013321015
Severe Toxicity0.0045394897
Low Tox 0.20009702 Low Con 0.296 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to …
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to seek refuge from anything, the oppressed in Iran do not have the means to even buy a plane ticket to come here. Currency exchange businesses run by Iranians are a front for transferring and laundering money. Don't take it from me, Iranians openly admit it and are seemingly proud of it. Invest more in intelligence gathering and espionage to more effectively weed out these refuge shoppers.
Identity Attack0.22859548
Insult0.07555214
Profanity0.027820412
Threat0.010964886
Severe Toxicity0.0064086914
Low Tox 0.20009702 Constructive 0.652
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canada needs mass deportations. Thank you for shining a light on this.
Canada needs mass deportations. Thank you for shining a light on this.
Identity Attack0.12208464
Insult0.036325075
Profanity0.013576009
Threat0.045572113
Severe Toxicity0.006790161
Low Tox 0.19986437 Moderate Con 0.431 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
We as Canadian people, we don't need them. We want our Canada back.
We as Canadian people, we don't need them. We want our Canada back.
Identity Attack0.13377325
Insult0.06337463
Profanity0.01490822
Threat0.010343489
Severe Toxicity0.0061035156
Low Tox 0.19986437 Moderate Con 0.405 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
We didn't need immigrants at all in Canada regardless of our low birth rate because of robotics and AI.
Identity Attack0.1769227
Insult0.062150877
Profanity0.013336895
Threat0.0075083673
Severe Toxicity0.004749298
Low Tox 0.1996317 Low Con 0.249
Aug 26, 2025 Why Canadians Are Turning Against …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen …
Immigrants are necessary, BUT ONLY TO POINT. We need to shut our borders to new immigrants and begin working around what we have. As a man who has grown up in Canada, I have seen us morph from an economic powerhouse to wasted potential. Add in strict criteria for being able to come to Canada, incentivize construction of new infrastructure, and add in new laws for all these immigrants that dictate what they can and cannot do in Canada. This ain't no free ride, people! Get off the government gravy train and start working in places OTHER than entry-level work! Leave that for teens and twentiers!
Identity Attack0.14233272
Insult0.076502606
Profanity0.022218296
Threat0.010835429
Severe Toxicity0.0059509277
Low Tox 0.1996317 Constructive 0.669 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
too many foreigners and too much government control, we need conceal carry and castle doctrine
too many foreigners and too much government control, we need conceal carry and castle doctrine
Identity Attack0.17769934
Insult0.05964688
Profanity0.017845914
Threat0.0116639575
Severe Toxicity0.005493164
Low Tox 0.19939905 Low Con 0.217 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Who needs a war. Let them take our country for free.
Who needs a war. Let them take our country for free.
Identity Attack0.04023018
Insult0.025155678
Profanity0.020920247
Threat0.13751452
Severe Toxicity0.008354187
Low Tox 0.19939905 Low Con 0.174 Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada forgets God and is now in trouble! Canada needs to get back to God and the church
Canada forgets God and is now in trouble! Canada needs to get back to God and the church
Identity Attack0.17769934
Insult0.071116626
Profanity0.016479544
Threat0.0071199946
Severe Toxicity0.004749298
Low Tox 0.1991664 Low Con 0.116 Moral_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
1:52 I think you need to clarify some of the claims people are making in your interviews. As much as people don’t like their hometowns changing like that, it’s unfair to say the immigrants come …
1:52 I think you need to clarify some of the claims people are making in your interviews. As much as people don’t like their hometowns changing like that, it’s unfair to say the immigrants come by jumping borders and by applying asylum. That must be less than 1% of the total immigrant population. Please don’t make this channel a tool for hatred and division.
Identity Attack0.089973204
Insult0.062150877
Profanity0.035900343
Threat0.009204263
Severe Toxicity0.0043678284
Low Tox 0.1991664 Constructive 0.723
Oct 3, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
All need to go these immigration lawyers give all the wrong information just for money
All need to go these immigration lawyers give all the wrong information just for money
Identity Attack0.109318495
Insult0.07016616
Profanity0.019212283
Threat0.007948523
Severe Toxicity0.003643036
Low Tox 0.19893374 Low Con 0.153
Nov 21, 2025 Quebec Ends Economic Immigration Program …
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
well done. we need to crack down on the abuse and send those that are illegally here back. more needs to be done
Identity Attack0.14875233
Insult0.05086332
Profanity0.016957775
Threat0.042662576
Severe Toxicity0.0059890747
Low Tox 0.19893374 Moderate Con 0.479 Call_To_Action
Oct 1, 2025 IRCC Names India in Study …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for …
It's not nearly high enough...it needs to be in the hundreds of thousands. It's disgraceful how our own Lib gov opened our borders, pay the migrants and give businesses wage subsidies and tax incentives for hiring foreigners...leaving the actual Canadians out of the loop, out of ANY advantage at all.
Identity Attack0.10815793
Insult0.08410009
Profanity0.018529098
Threat0.007340072
Severe Toxicity0.0036621094
Low Tox 0.19893374 Constructive 0.537
Dec 25, 2025 1 likes Deportations From Canada at Their …
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to …
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to be a NZ citizen and no visa required.
Identity Attack0.2308735
Insult0.053791173
Profanity0.066963166
Threat0.0077802283
Severe Toxicity0.006980896
Low Tox 0.19870108 Moderate Con 0.468
Jan 27, 2026 Inside Canada's Indian Invasion...
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people …
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people here who've been here for decades, still can't, but they supposedly got in cause we needed them, they were "skilled" they could speak the language, Lilley, Ivison, Gunter in these rags keep lying saying it was great, people wanted it, who? when? real people, no, Politian's, businesses, media, NDP Zealots
Identity Attack0.017867407
Insult0.14512913
Profanity0.04491858
Threat0.008090926
Severe Toxicity0.0044822693
Low Tox 0.19870108 Constructive 0.575 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Trudeau needed Jagmeets whole village to get NDP support. Trudeau was the problem.
Identity Attack0.0059936526
Insult0.16883044
Profanity0.012995303
Threat0.0065697995
Severe Toxicity0.0018119812
Low Tox 0.19789438 Low Con 0.248 Policy_Critique
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Identity Attack0.10221587
Insult0.08484049
Profanity0.020442016
Threat0.008867673
Severe Toxicity0.006790161
Low Tox 0.19789438 Moderate Con 0.499 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
As an Indian myself, I support an emergency cultural cooldown. Canada needs time to recover from the spice levels.
As an Indian myself, I support an emergency cultural cooldown. Canada needs time to recover from the spice levels.
Identity Attack0.11047905
Insult0.083112895
Profanity0.028913507
Threat0.009877442
Severe Toxicity0.0051879883
Low Tox 0.19694418 Constructive 0.549
Jan 27, 2026 1 likes 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.