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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 436 of 1230
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And why are we only immigrating Indians and Muslims? That's not immigration, it's migration.
Identity Attack0.38215697
Insult0.15698463
Profanity0.019348921
Threat0.007573096
Severe Toxicity0.009346008
Moderate 0.32397532 Constructive 0.692
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Keep voting Liberal you knot heads in the GTA! Kenny’s a TOOL
Keep voting Liberal you knot heads in the GTA! Kenny’s a TOOL
Identity Attack0.0376521
Insult0.34101152
Profanity0.038906425
Threat0.009230154
Severe Toxicity0.0077819824
Moderate 0.32397532 Low Con 0.174 Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
TYLER PLEASE COME TO KETCHUM IDAHO!!! SO SO SO MANY ILLEGAL mostly from Peru AND the billionaires legit have play dates around fall!!!
TYLER PLEASE COME TO KETCHUM IDAHO!!! SO SO SO MANY ILLEGAL mostly from Peru AND the billionaires legit have play dates around fall!!!
Identity Attack0.36702603
Insult0.16053712
Profanity0.02433617
Threat0.008893564
Severe Toxicity0.011672974
Moderate 0.32397532 Moderate Con 0.306 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Identity Attack0.4139151
Insult0.12702756
Profanity0.057443913
Threat0.010421164
Severe Toxicity0.0125103295
Moderate 0.32397532 Constructive 0.508 Unverified_Claim
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...
Cancel Gettos adapt to culture of the country.
Cancel Gettos adapt to culture of the country.
Identity Attack0.35624164
Insult0.0836065
Profanity0.09098661
Threat0.10389658
Severe Toxicity0.022839356
Moderate 0.32397532 Low Con 0.179 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Last Federal election, why Canadians voted for Liberal again???????? You made your bed and lie on it.
Last Federal election, why Canadians voted for Liberal again???????? You made your bed and lie on it.
Identity Attack0.027011903
Insult0.26957804
Profanity0.025770858
Threat0.008815889
Severe Toxicity0.0061798096
Moderate 0.32397532 Low Con 0.207 Call_To_Action
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
Why did you say hanuman so weird? 🤣
Why did you say hanuman so weird? 🤣
Identity Attack0.30256465
Insult0.17858955
Profanity0.15283443
Threat0.009618527
Severe Toxicity0.016125489
Moderate 0.32397532 Moderate Con 0.327 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
GET THAT BIKE GUY A SEAT IN THE SENATE
GET THAT BIKE GUY A SEAT IN THE SENATE
Identity Attack0.019977676
Insult0.3388922
Profanity0.06295506
Threat0.009540852
Severe Toxicity0.007133484
Moderate 0.32397532 Low Con 0.195 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Identity Attack0.29035977
Insult0.25205973
Profanity0.06946823
Threat0.007857903
Severe Toxicity0.01083374
Moderate 0.32397532 Constructive 0.563 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I don't support public Islam prayers... No loud mics ever... Anywhere........ Bearded non muslim here. I am sure there are good once too for sure who quietly pray for all peace. And do not talk …
I don't support public Islam prayers... No loud mics ever... Anywhere........ Bearded non muslim here. I am sure there are good once too for sure who quietly pray for all peace. And do not talk no sense about Hinduism, they don't ruin water, it's respecting water, it's the other way around.
Identity Attack0.38238457
Insult0.1087965
Profanity0.046922635
Threat0.009023022
Severe Toxicity0.0125103295
Moderate 0.32397532 Constructive 0.758 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am from Brampton, and over here we call this Indian invasion, AKA Injection of liberal votes "Diversity"
I am from Brampton, and over here we call this Indian invasion, AKA Injection of liberal votes "Diversity"
Identity Attack0.3758158
Insult0.15556364
Profanity0.10116278
Threat0.02613456
Severe Toxicity0.021806452
Moderate 0.32397532 Moderate Con 0.412 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They are destroying this country!!!
They are destroying this country!!!
Identity Attack0.058856625
Insult0.082866095
Profanity0.054938845
Threat0.13549154
Severe Toxicity0.012207031
Moderate 0.32397532 Low Con 0.254 Fear_Threat
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
আমার ভারত খুব ভালো। একদিন না একদিন এগুলো সব ঘটতেই হোতো। নিজে কিছু না করলেও অন্যের দোষ এসে ঘাড়ে পড়বে। তাই আমার মতে, ভাড়া ঘরে থাকার চেয়ে নিজের ঘরে শান্তিতে থাকা অনেক বেশি ভালো। তা …
আমার ভারত খুব ভালো। একদিন না একদিন এগুলো সব ঘটতেই হোতো। নিজে কিছু না করলেও অন্যের দোষ এসে ঘাড়ে পড়বে। তাই আমার মতে, ভাড়া ঘরে থাকার চেয়ে নিজের ঘরে শান্তিতে থাকা অনেক বেশি ভালো। তা সে যতোই গরীব হোক বা দুর্বল হোক কিংবা শক্তিশালী বা ধনী, যায় আসে না। আমার দেশ,আমার স্বাধীনতা,আমার জন্মগত অধিকার।
Identity Attack0.29188538
Insult0.25007802
Profanity0.19032755
Threat0.22514746
Severe Toxicity0.043077253
Moderate 0.32397532 Constructive 0.507 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
only 6k cad is crazy ngl
only 6k cad is crazy ngl
Identity Attack0.03223813
Insult0.24928534
Profanity0.2268346
Threat0.0097738765
Severe Toxicity0.012435913
Moderate 0.32397532 Moderate Con 0.337 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
7:53 Focusing on his feet like it's some criminal offence to wear flip flops in public 😂
Identity Attack0.02821777
Insult0.081261896
Profanity0.11168506
Threat0.042662576
Severe Toxicity0.01322045
Moderate 0.32397532 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian invasion
Indian invasion
Identity Attack0.37655997
Insult0.08484049
Profanity0.10178173
Threat0.03718498
Severe Toxicity0.023076924
Moderate 0.32397532 Moderate Con 0.404 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They never assimilate. It's horrible.
They never assimilate. It's horrible.
Identity Attack0.029660052
Insult0.23237456
Profanity0.12815644
Threat0.0097738765
Severe Toxicity0.007019043
Moderate 0.32397532 Low Con 0.239
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally not able to be found, as the government is very corrupt and hides the data officially. The upcoming census 2026 is going to be DISGUSTING. 2021 and beyond the rate of forced migration was south asians taking up 60 percent of the immigrants, how is that reasonable, nor racist, and how can we even vet these people properly to have quality assimilants?
Identity Attack0.2839175
Insult0.26957804
Profanity0.064458095
Threat0.010110466
Severe Toxicity0.010757446
Moderate 0.32397532 Constructive 0.553 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Says a Pakistani lady, hah! no one believes that!!!
Says a Pakistani lady, hah! no one believes that!!!
Identity Attack0.36702603
Insult0.10440776
Profanity0.0684662
Threat0.010913103
Severe Toxicity0.014253352
Moderate 0.32397532 Low Con 0.276
Sep 30, 2025 IRCC Names India in Study …
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Identity Attack0.2803029
Insult0.25404143
Profanity0.019007329
Threat0.0076119336
Severe Toxicity0.008544922
Moderate 0.32397532 Low Con 0.214
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
MASS DEPORTATIONS NOW!
MASS DEPORTATIONS NOW!
Identity Attack0.2803029
Insult0.06617179
Profanity0.026044132
Threat0.10236332
Severe Toxicity0.016964722
Moderate 0.32397532 Low Con 0.191 Call_To_Action
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
This is a great example of where feminism has gotten society, the social engineers targeted and destroyed the nuclear family. It's working as planned.
This is a great example of where feminism has gotten society, the social engineers targeted and destroyed the nuclear family. It's working as planned.
Identity Attack0.36598656
Insult0.11978693
Profanity0.068967216
Threat0.050744623
Severe Toxicity0.012833111
Moderate 0.32397532 Moderate Con 0.345 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
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 …

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.