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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: "Because they let in too …" 886 comments · Page 14 of 36
3:48 lets be honest. What white person wants to work at a Tim Hortons
3:48 lets be honest. What white person wants to work at a Tim Hortons
Identity Attack0.37292135
Insult0.08410009
Profanity0.089370176
Threat0.011922873
Severe Toxicity0.014511578
Moderate 0.33421695 Low Con 0.298 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem I have is you let a totally different culture get to go to your country and roll out the red carpet with free housing, food stamps etc while your citizens struggle to get …
The problem I have is you let a totally different culture get to go to your country and roll out the red carpet with free housing, food stamps etc while your citizens struggle to get by. It’s a slap in the face
Identity Attack0.120924085
Insult0.13064787
Profanity0.08128801
Threat0.39416263
Severe Toxicity0.020386212
Moderate 0.33421695 Moderate Con 0.392 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Identity Attack0.38826546
Insult0.12883772
Profanity0.038154904
Threat0.05042134
Severe Toxicity0.01935331
Moderate 0.33338684 Low Con 0.203 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Air India Flight 182 and 1985 Narita(Japan) International Airport bombing. Khalistan did the biggest terrorist attack before 911. I don't understand why they let terrorists from India live in Canada.
Air India Flight 182 and 1985 Narita(Japan) International Airport bombing. Khalistan did the biggest terrorist attack before 911. I don't understand why they let terrorists from India live in Canada.
Identity Attack0.3817989
Insult0.16868424
Profanity0.020578653
Threat0.03407705
Severe Toxicity0.012207031
Moderate 0.3317266 Constructive 0.517
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 …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
thank the liberal government for letting them all in and stealing every one’s jobs
thank the liberal government for letting them all in and stealing every one’s jobs
Identity Attack0.10221587
Insult0.2679134
Profanity0.040158957
Threat0.011223801
Severe Toxicity0.0064086914
Moderate 0.32971194 Low Con 0.292 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to …
Canada doesn't have a culture to assimilate to anymore though. It was known for its casual hockey and Canadian accent but both are nearly extinct. It's The Library of Babel up in here. Not to mention most white people only have 1 kid or don't want kids at all so it's entire re-population plan is just to go all in on immigration and let white people slowly fade out until there's none left. XD
Identity Attack0.39966375
Insult0.1378885
Profanity0.070942834
Threat0.018192071
Severe Toxicity0.014253352
Moderate 0.32971194 Moderate Con 0.362 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
"lets play a game how many white employees are inside" hmm 😂 wheres your armband at buddy
Identity Attack0.36733335
Insult0.11616662
Profanity0.075792134
Threat0.013321015
Severe Toxicity0.013672344
Moderate 0.3281604 Low Con 0.271 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Let's cut the BS and say what's really happening. A massive amount of scammers from India were making bogus refugee claims, and they're getting rejected. Mark Carney should be sending a massive bill to the …
Let's cut the BS and say what's really happening. A massive amount of scammers from India were making bogus refugee claims, and they're getting rejected. Mark Carney should be sending a massive bill to the Indian government for being forced to deal with all these fraudulent claims.
Identity Attack0.2854555
Insult0.26957804
Profanity0.14930901
Threat0.013476364
Severe Toxicity0.012207031
Moderate 0.32712606 Moderate Con 0.455
Dec 24, 2025 Deportations From Canada at Their …
Start deporting. And don’t let any more misery in.
Start deporting. And don’t let any more misery in.
Identity Attack0.16159154
Insult0.16989174
Profanity0.031391226
Threat0.063999176
Severe Toxicity0.009422302
Moderate 0.3266089 Low Con 0.209 Call_To_Action
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
I like how they let you in more easier than the Jewish one episode
I like how they let you in more easier than the Jewish one episode
Identity Attack0.3817989
Insult0.08484049
Profanity0.1352073
Threat0.026997874
Severe Toxicity0.018578632
Moderate 0.3260917 Low Con 0.3 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc …
dude canada is country of canadians and why are they not deporting indians! as an indian I can say set a limit or atleast take some tests like driving, spoken english and civic sense etc before letting them settle. It is your country do something otherwise this is bad!
Identity Attack0.3758158
Insult0.15982662
Profanity0.02932342
Threat0.0138755
Severe Toxicity0.01159668
Moderate 0.32557452 Moderate Con 0.495 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Let’s play a game how many whites are on welfare
Let’s play a game how many whites are on welfare
Identity Attack0.381025
Insult0.07967083
Profanity0.07255927
Threat0.012803185
Severe Toxicity0.014898917
Moderate 0.3245134 Low Con 0.232 Humor_Satire
Feb 26, 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...
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or …
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or wouldnt have let me in gurduwara in the first place unless i had pag on
Identity Attack0.17536941
Insult0.110259406
Profanity0.15812257
Threat0.1733226
Severe Toxicity0.02116089
Moderate 0.32289913 Constructive 0.592 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Lets put together a collection of videos to spread more division -that helps. 🙄 You hate it so much? Go ahead, find a better country. It's channels like this that feed into the hate just …
Lets put together a collection of videos to spread more division -that helps. 🙄 You hate it so much? Go ahead, find a better country. It's channels like this that feed into the hate just to get views.
Identity Attack0.10221587
Insult0.1342682
Profanity0.12096943
Threat0.021300001
Severe Toxicity0.012359619
Moderate 0.32289913 Moderate Con 0.305
Aug 26, 2025 Why Canadians Are Turning Against …
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
Identity Attack0.034558404
Insult0.26957804
Profanity0.22105443
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.32182294 Low Con 0.141 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Inevitable in any western country that lets women vote.
Inevitable in any western country that lets women vote.
Identity Attack0.3817989
Insult0.110259406
Profanity0.022149978
Threat0.008945347
Severe Toxicity0.010604858
Moderate 0.32128486 Low Con 0.14 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start …
Now that a large portion of us real Canadians are starting to feel the negative effects of this 3rd invasion we are enduring the agencies responsible for protecting our borders are NOW going to start doing their jobs eh? But let me guess. It will be half measures and a half assed commitment with no real enforcement. I have zero faith in this country.
Identity Attack0.08749158
Insult0.24171697
Profanity0.24147889
Threat0.008841781
Severe Toxicity0.01083374
Moderate 0.32128486 Moderate Con 0.402 Identity_Assertion
Feb 19, 2026 Canadian immigration officers investigating hundreds …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best …
A cheater must be cheat in one way or other...you create a program,make its look so attractive and easy to take aways the best doctors,nurses and so on into your first world...you are taking best of them into your country both their natural resources god take bless them. You too every good they have into your country america/Europe..you make their country look like ghetto and make yours look like paradise right ?so let me ask you this question please...isnt a crime for some living in ghetto later decide to live in paradise?go to India/africa all the best of the country have run to amarica and Europe...our police are corrupt..money made for their citizens to survive they will steal it hide it in western world,buying alot of properties all over the globe... All this issue is what world leaders have to address without that immigration problem will never stop...until today i still believe the law of nature...nobody is illegal
Identity Attack0.1015541
Insult0.27763805
Profanity0.094542764
Threat0.010757755
Severe Toxicity0.010910034
Moderate 0.32074678 Constructive 0.531 Moral_Argument
Feb 15, 2026 Canada's tighter immigration policy divides …
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 …
Start with the criminals we let in!
Start with the criminals we let in!
Identity Attack0.025605056
Insult0.25205973
Profanity0.02433617
Threat0.039256934
Severe Toxicity0.006752014
Moderate 0.31963667 Low Con 0.131 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 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.