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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: "It's all about money and …" 786 comments · Page 11 of 32
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to …
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to snuff with all government subdidies..free money. grants!!!!!!
Identity Attack0.04306607
Insult0.30326313
Profanity0.16217725
Threat0.00933372
Severe Toxicity0.012962224
Moderate 0.3375374 Low Con 0.289 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Would be wonderful if true. The illegals cost more if let in the country. I'm all for my tax money to be spent on removing them from the country.
Identity Attack0.37953663
Insult0.123407245
Profanity0.022764845
Threat0.13815513
Severe Toxicity0.019998873
Moderate 0.3375374 Constructive 0.633 Economic_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
We love inclusion, we are multi. Cultural already and we love all human beings, except greedy money hoarders
We love inclusion, we are multi. Cultural already and we love all human beings, except greedy money hoarders
Identity Attack0.27510223
Insult0.27763805
Profanity0.10023434
Threat0.008375733
Severe Toxicity0.010299683
Moderate 0.3367073 Moderate Con 0.467 Solidarity
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
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...
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' …
We need a huge sweep of these immigrates and the students. Start making one huge clean sweep and give them all back to thier countries. WE CANADIANS are fed up with these immigrates. The Liberals' have to go, we are tired of them. These libreals are just doing thier JOBS and just sit there and collect our hard earned money. ENOUGH IS ENOUGH. Let PP take over and clean up OUR COUNTRY.
Identity Attack0.36702603
Insult0.23704576
Profanity0.027820412
Threat0.021990653
Severe Toxicity0.016641939
Moderate 0.3308965 Moderate Con 0.409 Identity_Assertion
Oct 4, 2025 IRCC Names India in Study …
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Most numbers are from India...MOST MONEY BROUGHT IN FROM INDIA...MOST non compliant also will be from INDIA... STOP SENSATIONALIZING and turning people against us
Identity Attack0.34000012
Insult0.15982662
Profanity0.047173142
Threat0.011327368
Severe Toxicity0.016964722
Moderate 0.3302291 Moderate Con 0.348 Unverified_Claim
Sep 27, 2025 5 likes IRCC Names India in Study …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do …
On this clip, there is soo much bitterness against the non-white people of Brampton. The white people on this clip accuse the non-white people of coming into Canada illegally and not paying taxes. What do they know about us. 99.99% of the people came legally either as TFW like the rest of Canada or as students or as landed immigrants, all of whom required a lot of money to come. Unlike the European immigrants who came 30-50 years ago who brag about coming with $6 in their pocket, these people are bringing $50K per person so they are actually adding to GDP..
Identity Attack0.38826546
Insult0.17361937
Profanity0.053435806
Threat0.009592636
Severe Toxicity0.0125103295
Moderate 0.32971194 Constructive 0.674 Moral_Argument
Jan 19, 2026 Inside Canada's Indian Metropolis (Brampton)
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
Identity Attack0.049761772
Insult0.26196828
Profanity0.040910475
Threat0.012078222
Severe Toxicity0.0061035156
Moderate 0.32971194 Moderate Con 0.305 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and …
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and accusing them that they only work for money 😂
Identity Attack0.35299334
Insult0.16551061
Profanity0.09292633
Threat0.009359611
Severe Toxicity0.0128976675
Moderate 0.3286776 Moderate Con 0.379 Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Stop spreading hate and Canadians people live with indian tax payers money 😂😂😂😂😂😂😂
Identity Attack0.3043136
Insult0.16758773
Profanity0.021466793
Threat0.0072106146
Severe Toxicity0.008926392
Moderate 0.3286776 Low Con 0.171 Economic_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Its cuz Canada is a joke and Quebec is even worse, begging money from other provinces even tho they could make their own money.
Identity Attack0.23163283
Insult0.3388922
Profanity0.027000591
Threat0.0069516995
Severe Toxicity0.0073623657
Moderate 0.3281604 Low Con 0.116 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack …
Never met a bad indian .. cannot comment on hygiene they always seem clean espeially shikh.. but its the attitude they have never directed hatred towards me just want to make money and dont attack other religions
Identity Attack0.36702603
Insult0.2469859
Profanity0.10301965
Threat0.022335978
Severe Toxicity0.02116089
Moderate 0.3266089 Constructive 0.664 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
I proved my skill, got a job on 3rd from landing, paying hefty tax only to find my corrupt neighbors seeking asylum in Canada and getting benefited from my tax money under fraudulent claim.
Identity Attack0.073429056
Insult0.34237885
Profanity0.02208166
Threat0.007340072
Severe Toxicity0.0049591064
Moderate 0.3266089 Constructive 0.504
Jun 23, 2025 1 likes How Canada broke its immigration …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what it is .
Identity Attack0.36942887
Insult0.16861114
Profanity0.08096472
Threat0.10696311
Severe Toxicity0.01683561
Moderate 0.32557452 Low Con 0.27
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them …
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them so why you shield khalistani activist from Indian government.
Identity Attack0.36702603
Insult0.18480228
Profanity0.034397304
Threat0.014738814
Severe Toxicity0.01322045
Moderate 0.3250515 Moderate Con 0.376
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
say what you want about indians, -at least they work, -don't take government money to live on welfare for their 10+ kids, -buy out all the houses and sell it for cheap to a specific …
say what you want about indians, -at least they work, -don't take government money to live on welfare for their 10+ kids, -buy out all the houses and sell it for cheap to a specific group of people, and in the intro alone had actual honest opinions from indian people about what's going on then in the 2 jew videos combined
Identity Attack0.37222284
Insult0.10148193
Profanity0.10611444
Threat0.014911477
Severe Toxicity0.017739398
Moderate 0.3234372 Moderate Con 0.385 Identity_Assertion
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school …
MANAGEMENT AND CASTE BASED RESERVATION is the ROOT cause of all system collapse in INDIA .... 😡😡😡😡 -------------------------------------- 👉👉Why not only TWO quota in India.. [Government school quota (with non creamy certificate) AND private school quota] .. 🤔 ♦️Why insulting students by giving caste quota 😑 📌[ Read the above statement again and again ]👆 👉👉Caste quota is used again and again by the SAME FAMILY who developed using the caste quota..How the caste quota is going to help the POOR students from the SAME caste .. 😡😡😡😡 -------------------------------------- 🏮Caste quota in Tamilnadu is [ 69 % ] 😡 🏮Merit is a JOKE in India 🤣🤣🤣🤣 📌👉👉 In India LESS than - [ 30 % ] - (FC & BC) use ONLY Brain and HARD WORK to get a degree 😮 The rest around - [ 70 % ] - also use.. 1. MONEY (MANAGEMENT QUOTA) 2. CASTE QUOTA ( MBC & SC & ST ) 😡😡😡😡😡😡😡😡 ------------------------------------- 👉👉 Also.. DON'T sell seats using MANAGEMENT QUOTA .. Government should take control of all PRIVATE colleges seat admission ... Give the seat to those who have the marks and let them pay with interest when they go to the job.. to the studied private college.. ♦️( Give the seat to those who have the brain NOT to those who have the money) 😡😡😡😡 📌📌 Getting a degree solely depends on BRAIN .... [ MONEY and CASTE has NO place in it ].. 😡😡😡😡
Identity Attack0.32184324
Insult0.26957804
Profanity0.16403814
Threat0.058180105
Severe Toxicity0.06225512
Moderate 0.3234372 Moderate Con 0.475 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t the international students the real problem is illegal immigrants
Identity Attack0.37507164
Insult0.15911613
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.009994507
Moderate 0.32236105 Moderate Con 0.393
Aug 25, 2025 Why Canadians Are Turning Against …
Why are the Islamic immigrants having children, and the government gives them more money, but Canadians can not afford to have children or feed the children they have.
Why are the Islamic immigrants having children, and the government gives them more money, but Canadians can not afford to have children or feed the children they have.
Identity Attack0.38230872
Insult0.10148193
Profanity0.020920247
Threat0.008764107
Severe Toxicity0.011138916
Moderate 0.32182294 Moderate Con 0.302
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have …
We dont need a single international student or study permit type of fellow. Get them all out and close the doors to new entries. The indians who have done this process illegaly , you have ruined the reputation of all south asians all around canada with your behaviour and lack of care for this country. You used to need to be fully educated and have money in hand to be CONsIDERED for immigration in the past. Its a joke now
Identity Attack0.36702603
Insult0.17361937
Profanity0.022901481
Threat0.010447056
Severe Toxicity0.011444092
Moderate 0.32182294 Moderate Con 0.433
Oct 6, 2025 IRCC Names India in Study …

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.