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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: "If he does 25%, you …" 89 comments · Page 2 of 4
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Identity Attack0.3857254
Insult0.17858955
Profanity0.049678206
Threat0.014220826
Severe Toxicity0.016512826
Moderate 0.3625127 Low Con 0.097 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
Identity Attack0.35299334
Insult0.3388922
Profanity0.022628209
Threat0.0071717775
Severe Toxicity0.01083374
Moderate 0.36095104 Moderate Con 0.469
Jan 4, 2026 3 likes New rules, regulations take effect …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the community even though I’ve been born and lived here for 25+ years. I’ve seen my entire neighborhood change (which was diverse in the 90s but still had that comradery and friendliness) change. It’s very isolating now.
Identity Attack0.32768643
Insult0.26957804
Profanity0.08193458
Threat0.0071199946
Severe Toxicity0.010604858
Moderate 0.3389984 Constructive 0.718
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
7:25 weird, is this some sort of south asian thing? half lebanese and to lebanese muslims its not a big deal
7:25 weird, is this some sort of south asian thing? half lebanese and to lebanese muslims its not a big deal
Identity Attack0.3817989
Insult0.10294484
Profanity0.1110661
Threat0.02250864
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.459 Question
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
5:25 bro speaking facts. At least the poopjeets are working and contributing
5:25 bro speaking facts. At least the poopjeets are working and contributing
Identity Attack0.09576365
Insult0.24928534
Profanity0.2664882
Threat0.010809537
Severe Toxicity0.020127986
Moderate 0.3389984 Moderate Con 0.321 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to destroy my province's economy! enough is enough
Identity Attack0.10221587
Insult0.27558193
Profanity0.024131214
Threat0.011249693
Severe Toxicity0.005874634
Moderate 0.32128486 Moderate Con 0.495 Call_To_Action
Feb 26, 2026 32 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very culture you chose to leave? Why try to transform Canada into the same culture you walked away from? I truly do not understand these people, especially those from India and Muslim communities, who fill public streets with their old cultural rituals...
Identity Attack0.38445538
Insult0.13607834
Profanity0.023243073
Threat0.0072365063
Severe Toxicity0.008850098
Moderate 0.31825066 Constructive 0.646 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
14:25 runs millions of possibilities in his head. Then sits in the front seat lol
14:25 runs millions of possibilities in his head. Then sits in the front seat lol
Identity Attack0.01274247
Insult0.11978693
Profanity0.085167445
Threat0.071698055
Severe Toxicity0.01302678
Moderate 0.30993456 Low Con 0.224 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think …
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think the British came to India in the first place? Not cus they like a good curry! Robbed the place blind & now you have a problem with hard working people on your nation - you started it!! India didn’t invite you over!! Punjab had an empire before the British systematically took it apart piece by piece - but I’m sure that doesn’t interest you - very blinkered & one sided view
Identity Attack0.24150419
Insult0.24424846
Profanity0.08419759
Threat0.015429466
Severe Toxicity0.015221698
Moderate 0.30464804 Constructive 0.506 Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of …
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of my best friends are Indian immigrants, some of the people I hate the most are also indian immigrants. With any large group of people, you will always have examples of exceptionally nice people, but also horrible people. Something I noticed a lot recently is that newer immigrants are a lot less interested in learning about Canadian culture, norms, and integration. A lot of my longtime indian friends learnt the Canadian culture, Canadian norms, and wish to work with Canadians. They celebrate christmas, are respectful and polite, and are otherwise outstanding Canadian Citizens. A lot of the newer problems in Brampton can make it unattractive for others. Lots of loud music blaring, street racing waking you up at 4am in the morning, fireworks at 3am for no apparent reason, etc.
Identity Attack0.36702603
Insult0.1669316
Profanity0.15812257
Threat0.01254427
Severe Toxicity0.014705247
Low Tox 0.2854903 Constructive 0.842
Nov 5, 2025 223 likes Inside Canada's Indian Metropolis (Brampton)
10:25 free money... in 2026... chat is this shi real?
10:25 free money... in 2026... chat is this shi real?
Identity Attack0.018671319
Insult0.06617179
Profanity0.22713706
Threat0.010343489
Severe Toxicity0.01412424
Low Tox 0.27412915 Low Con 0.248 Question
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If …
It is sad that after immigrated to Canada 25 years ago, now I'm planning to go back to my original country since I don't recognize country anymore, I didn't immigrate to an Islamist/Indian country.. If I wanted that I'd go to their country..
Identity Attack0.36273825
Insult0.06285016
Profanity0.01764096
Threat0.006492125
Severe Toxicity0.0063705444
Low Tox 0.25462922 Constructive 0.582 Personal_Narrative
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are …
I used to think the post secondary programs for immigration were Canada’s best shot at retaining the best talent but if this study is saying 8% then it’s likely 25% fraudulent activity. These criminals are laughing at us and giving Canada the worst segment of humanity that can’t possibly be good stewards of our future
Identity Attack0.10221587
Insult0.21135417
Profanity0.020578653
Threat0.008815889
Severe Toxicity0.004673004
Low Tox 0.25462922 Moderate Con 0.479
Oct 1, 2025 IRCC Names India in Study …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
14:25 imagine the guy starting speaking Portuguese with him and he can barely speak thanks lol
Identity Attack0.078392304
Insult0.0638991
Profanity0.0816113
Threat0.012906751
Severe Toxicity0.009231567
Low Tox 0.2412222 Low Con 0.278 Humor_Satire
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
25:27 I have said the same. Their entitlement to refugee benefits is disturbing. My parents NEVER EVER collected social assistance neither looked for handouts. They never believed they were entitled to anything. ❗️❗️❗️❗️
Identity Attack0.07921951
Insult0.07333439
Profanity0.029888187
Threat0.008220384
Severe Toxicity0.0050354004
Low Tox 0.23343207 Constructive 0.677
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Identity Attack0.23391083
Insult0.06794841
Profanity0.014054239
Threat0.0071847234
Severe Toxicity0.005569458
Low Tox 0.20102765 Constructive 0.548 Identity_Assertion
Aug 25, 2025 11 likes Why Canadians Are Turning Against …
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 …
3:25 yeah probably best she didn’t say anything lmao
3:25 yeah probably best she didn’t say anything lmao
Identity Attack0.012139536
Insult0.036809623
Profanity0.08807703
Threat0.011456826
Severe Toxicity0.008850098
Low Tox 0.19409354 Moderate Con 0.319 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
2:25 Then tell them to go to Punjab lol a great example by the host!
2:25 Then tell them to go to Punjab lol a great example by the host!
Identity Attack0.073429056
Insult0.043250903
Profanity0.07967158
Threat0.025443908
Severe Toxicity0.010528564
Low Tox 0.1893425 Moderate Con 0.305 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like …
9:25 when that person said ' I am proud to be Canadian', as an Indian I feel ashamed of that person. What is not there in India. Of course we can go to countries like Canada, USA to build a better professional life but not for a long time. Definitely not. It is someone else country. We don't have the right to take away their property.
Identity Attack0.17226285
Insult0.061626412
Profanity0.0166845
Threat0.007365964
Severe Toxicity0.003566742
Low Tox 0.18744208 Constructive 0.681
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Systematic takeover of a nation just like the British and the French did to the native indigenous Indians. In 25 yrs this place will be like South Africa.
Systematic takeover of a nation just like the British and the French did to the native indigenous Indians. In 25 yrs this place will be like South Africa.
Identity Attack0.1808059
Insult0.036809623
Profanity0.019758832
Threat0.011793415
Severe Toxicity0.0064468384
Low Tox 0.18459146 Low Con 0.275
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 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.