Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "So now all the democrats …" 39 comments · Page 1 of 2
lol fools like our democrats
lol fools like our democrats
Identity Attack0.24293575
Insult0.7497506
Profanity0.25824076
Threat0.008259222
Severe Toxicity0.023129508
Toxic 0.7308154 Low Con 0.155 Insult
Sep 29, 2025 IRCC Names India in Study …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because …
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because they flood us with people from 3rd world 💩 holes rather than white European Christians with shared values, heritage, & ethics. Immigrants are not only of ZERO VALUE today, but are permanently destroying everything that made us a united, cohesive, safe, democratic, free society.
Identity Attack0.5502601
Insult0.47384647
Profanity0.2801717
Threat0.039947584
Severe Toxicity0.16960317
Moderate 0.509388 Low Con 0.271 Identity Attack Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Why is not wanting to have a majority race that effects way of life for other cultures and races, a racist genocide? We REALLY need to get rid of democrats and republicans.
Why is not wanting to have a majority race that effects way of life for other cultures and races, a racist genocide? We REALLY need to get rid of democrats and republicans.
Identity Attack0.46028158
Insult0.37052566
Profanity0.09583591
Threat0.48617232
Severe Toxicity0.02604016
Moderate 0.49139655 Low Con 0.23 Identity_Assertion
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED …
I will tell you how this EVIL happened = first MARXIST CARNEY THE CORRUPT CRIMINISTER WHO HATES CANADIAN BORN N ONLY SERVES HIS BROUGHT OVER SLAVES$$$$ CARNEY HATES OUR COUNTRY CANADA 🇨🇦 AS HE DESTROYED THE 🇬🇧 N WAS BOOTED OUT TRUDEAU N CARNEY BOTH GOT AWAY WITH RIGGING THE 2020 ELECTION SO THE PLANNED N DID IT AGAIN IN 2025 WITH THERE USUAL HACKERS / HELPERS = 🇨🇳 🇮🇳 ☪️ also they FIRED our REAL canadian born RCMP N POLICE N HIRED THERE OWN AS THEY LANDED n please REMEMBER MARXIST CARNEY 'S RIGHT HAND PARTNERS ARE = WEF CLAUS SHWAB N BILL GATES WHO SEE US AS THERE PREY !!! HOPES THIS HELPS YOU A BIT INVTHE REAL TRUTHS OF TRUDEAU N MARXIST CARNEY N THERE COMPLIENT LIBERAL / DEMOCRAT REGIME PARTY 100% FACTS oh n they bought$$$$ the fake media !!! Our only option = FIGHT FIGHT !!! TO JOIN THE 🇺🇸 NOW!!!!NOT 1 SECOND TO LOOSE 😊
Identity Attack0.28034934
Insult0.48627716
Profanity0.10611444
Threat0.042985857
Severe Toxicity0.024960563
Moderate 0.47119883 Moderate Con 0.411 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
This is what happens when you vote for liberal democrats and have zero men with a spine
This is what happens when you vote for liberal democrats and have zero men with a spine
Identity Attack0.2783691
Insult0.36193377
Profanity0.10797132
Threat0.012440704
Severe Toxicity0.014059683
Moderate 0.37751234 Low Con 0.203 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Identity Attack0.16801116
Insult0.27146968
Profanity0.07708528
Threat0.023889944
Severe Toxicity0.014769804
Moderate 0.37073207 Low Con 0.214 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
Go do the democrat fraud cities next lol we need your version of nick shirleys video
Go do the democrat fraud cities next lol we need your version of nick shirleys video
Identity Attack0.10221587
Insult0.28791866
Profanity0.07934829
Threat0.015256803
Severe Toxicity0.013285006
Moderate 0.36867723 Low Con 0.099 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have …
Canada is turning into third world country, dominated by White christian from Europe, it's now disappearing quickly. We should blame federal government of 3 parties: Liberal, Conservative and the democrat party, all these parties have Indian MP's with lots of influence on immigration policy such as Fake student visa, visitor or travel visa which are the back door of illegal immigration process!
Identity Attack0.40883094
Insult0.1935001
Profanity0.023243073
Threat0.009463178
Severe Toxicity0.012435913
Moderate 0.36095104 Constructive 0.512 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Identity Attack0.37292135
Insult0.24424846
Profanity0.057944927
Threat0.011094344
Severe Toxicity0.012054443
Moderate 0.33504707 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants that came 1850 to 1950 did not receive any welfare. Those with a disease were not allowed entry. They became Americans. Democrats give todays illegals money, housing and allow them to change our school …
Immigrants that came 1850 to 1950 did not receive any welfare. Those with a disease were not allowed entry. They became Americans. Democrats give todays illegals money, housing and allow them to change our school system. They make many demands. NO MORE ILLEGALS.
Identity Attack0.36702603
Insult0.16861114
Profanity0.017367685
Threat0.009204263
Severe Toxicity0.011062622
Moderate 0.32020867 Moderate Con 0.437
Nov 6, 2018 How much do refugees and …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to …
Just a small word here. Khalistan sikh are not Indian Sikh. They are people who are wanted for various crimes even in India. They have criminal records and India has been requesting Canadian government to deport some of these people to undergo trial in India but Trudeau govt under jagmeet Singh did not agree and so you have crimes happening in Canada but the bad name goes to India. As far as this oppression against minority is concerned all sikhs in India are free to do as they wish in their own land. They have a democratically elected leader and sikhs in India are very happy. Others in India love them and respect them a lot so much so that manmohan Singh became the prime minister of India with zero opposition to his leadership. Abdul kalam who is also a muslim became the president of India. This oppression story is fake. That is one of the ways for this khalistan punjabi apply for refugee status inside Canada. It’s a Canadian loophole they misuse and the worst part is even the govt knows that. They just won’t do anything about it.
Identity Attack0.37292135
Insult0.19967617
Profanity0.031641733
Threat0.017156094
Severe Toxicity0.01302678
Moderate 0.3048984 Constructive 0.674 Unverified_Claim
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
AMERICA IS DOOMED IF IMMIGRATION LETS PEOPLE IN HERE AND WE GET ANOTHER DEMOCRAT
AMERICA IS DOOMED IF IMMIGRATION LETS PEOPLE IN HERE AND WE GET ANOTHER DEMOCRAT
Identity Attack0.23846684
Insult0.089778624
Profanity0.045670103
Threat0.012337137
Severe Toxicity0.010375977
Moderate 0.30464804 Low Con 0.128 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What a BS... Whose said when citizen majority populated by Muslim then suddenly they want implemented Sharia Law..? I'am Indonesian where my citizen majority Muslim... But we don't implemented Sharia Law in my Country. We …
What a BS... Whose said when citizen majority populated by Muslim then suddenly they want implemented Sharia Law..? I'am Indonesian where my citizen majority Muslim... But we don't implemented Sharia Law in my Country. We still running Republican Democratic Law at my Country.
Identity Attack0.31892163
Insult0.11172232
Profanity0.09583591
Threat0.0073918556
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.681
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the …
As an emmigrant who came to this country 15 years ago, I am astonished by the lack of knowledge this country has. This reason stands in empty education ( in an irony of life, the canadians call it one of the best on the word), and the belief Canada is a democracy. It is typically a fascist country that makes spurious elections because it is truly run by an establishment hidden as a secret society and in the surface is run as a mafia by small groups of interest ( corporations, professional order, injustice system, and emty shell politicians). The others ( the canadian people) they enjoy democracy 😂, high quality of life( really, just make a visit to a poor european country as Portugal, Greece ). The same goes for education, just oven degrees hot and not edible. Now Canadians learned that immigrant are taking their land and opportunities. You're lied, put under pot, and cheated by your democratic representatives. Try to fight, you'll be in a gulag (minus 15 Celsius only for some day) until the nobel prize candidates of uot and mcgill will put you democratically under tanax.
Identity Attack0.1808059
Insult0.24928534
Profanity0.029186781
Threat0.0072882893
Severe Toxicity0.0064468384
Low Tox 0.28548008 Moderate Con 0.49
Jun 18, 2025 How Canada broke its immigration …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of Special Interest Groups all while hurting the Tax Payers and the destruction of Strong Economies with know Trade Deals with 🇺🇸🤝🇨🇦
Identity Attack0.10221587
Insult0.24561718
Profanity0.053435806
Threat0.008336896
Severe Toxicity0.007209778
Low Tox 0.27412915 Moderate Con 0.396 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Just like the Democrats in the US did. Let in all kinds of illegals and "asylum seekers" to get their votes.
Identity Attack0.26494437
Insult0.09563028
Profanity0.016957775
Threat0.008259222
Severe Toxicity0.005683899
Low Tox 0.25462922 Low Con 0.263 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now …
Modern world people are slow I've seen this seen a research whats been happening as n immigrant in USA myself . People were rock to sleep by democrats n stayed silent for 5 years now complaining smh
Identity Attack0.10221587
Insult0.16780703
Profanity0.057944927
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.24763705 Constructive 0.535
Aug 26, 2025 Why Canadians Are Turning Against …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
Yet ya'll still voted for the same Democrat Party knowing the BS job they've been doing.
Yet ya'll still voted for the same Democrat Party knowing the BS job they've been doing.
Identity Attack0.016460562
Insult0.11172232
Profanity0.17241211
Threat0.0067251488
Severe Toxicity0.005340576
Low Tox 0.22445217 Low Con 0.29
Aug 27, 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.