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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: "This is a leader. Not …" 108 comments · Page 4 of 5
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke in and stole my bike. The thing is, this area was NEVER like this. It was safe and people trusted each other. Guess what has changed? The amount of immigration in my city and in this area. I am terrified during the night that someone will break into my apartment since theyve been able to get into the building. My entire life I have always stuck up for minorities and all different groups that have been apparently marginalized. Now, after everything happening in my city, in the world, to the people I love and myself, I have had ENOUGH. I want these people out of my country. Go back to your shitty countries with your shitty ideas and shitty ideologies and shitty everything because you do not belong here. If you do not properly become a Canadian citizen, such as assimilating to our culture, language and so on and leaving your shitty ideas behind, then you are not wanted and you do not belong here. Canada is being destroyed because of YOU and our communist "liberal" leaders. As a former SJW, feminist, leftist, member of the alphabet Mafia, I see the destruction and the deception of these ideologies and they are the opposite of what is real and true and free. Bring Canada back.
Identity Attack0.07177465
Insult0.077136256
Profanity0.051181246
Threat0.017674083
Severe Toxicity0.006942749
Low Tox 0.19939905 Constructive 0.594
Aug 25, 2025 Why Canadians Are Turning Against …
What do you do when all the other countries have illegal migrant issues that allow their leaders to label opposition parties as racist but your country is too remote to have a real migrant crisis?
What do you do when all the other countries have illegal migrant issues that allow their leaders to label opposition parties as racist but your country is too remote to have a real migrant crisis?
Identity Attack0.17226285
Insult0.06794841
Profanity0.016342908
Threat0.006861079
Severe Toxicity0.0037765503
Low Tox 0.19789438 Moderate Con 0.324
Sep 30, 2025 IRCC Names India in Study …
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and …
Such a threat to our humanity. Seems coordinated and international. Seems systemic and well organized and well funded! Its time to DRAIN THE SWAMP !!!! God protect our children, elderly! Protect our moral leaders and help our Military!!!!
Identity Attack0.011025362
Insult0.061626412
Profanity0.021740068
Threat0.061089642
Severe Toxicity0.007171631
Low Tox 0.19314334 Moderate Con 0.339 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Identity Attack0.06385879
Insult0.06302499
Profanity0.02433617
Threat0.012233571
Severe Toxicity0.005874634
Low Tox 0.16851899 Moderate Con 0.47
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This …
We cannot save everyone in the world because we are a western country. It's the 21st century and western countries have been sending billions to developing countries since the 1940's to develop their countries. This was a U.N. pact started in the 1940's. Almost 8 decades later can we not expect more from developing countries. WE NEED TO MAKE THE LEADERS OF DEVELOPING COUNTRIES MORE ACCOUNTABLE FOR THEIR OWN PEOPLE OR STOP THE FUNDING. AND THIS LADIES AND GENTLEMEN IS WHY THE U.S. HAS STOPPED FUNDING. The U.S. also stopped funding NATO because they were paying the most and many countries were regenging on their payments. We need to expect more from all countries.
Identity Attack0.029144434
Insult0.06617179
Profanity0.028640235
Threat0.008686432
Severe Toxicity0.0044059753
Low Tox 0.15213956 Constructive 0.673
Dec 23, 2025 2 likes Deportations From Canada at Their …
Ashamed your elected leaders allowed this to happen. They gave away the town.
Ashamed your elected leaders allowed this to happen. They gave away the town.
Identity Attack0.006289636
Insult0.07365121
Profanity0.015898837
Threat0.008311004
Severe Toxicity0.00207901
Low Tox 0.15213956 Moderate Con 0.33
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Quebec is the leader in this. I wish BC was smart like Quebec...not
Quebec is the leader in this. I wish BC was smart like Quebec...not
Identity Attack0.025605056
Insult0.0777699
Profanity0.012858666
Threat0.0066151097
Severe Toxicity0.0019741058
Low Tox 0.1460314 Moderate Con 0.417
Nov 23, 2025 Quebec Ends Economic Immigration Program …
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za …
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za penitrator sez, more zan hef za Liebral cabinet are hiss WEF yong globel leaders. You might want to know who they are before you cast a vote.
Identity Attack0.010951365
Insult0.06669625
Profanity0.02973333
Threat0.0072106146
Severe Toxicity0.0029182434
Low Tox 0.14256015 Moderate Con 0.347 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I was told in early 80s. They are coming here to take over country. To make it their own state.(country) This from a major religious leader I had to drive to airport in my taxi.
I was told in early 80s. They are coming here to take over country. To make it their own state.(country) This from a major religious leader I had to drive to airport in my taxi.
Identity Attack0.10221587
Insult0.03070583
Profanity0.016752819
Threat0.00814271
Severe Toxicity0.0031661987
Low Tox 0.12520397 Constructive 0.513
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
Identity Attack0.03636306
Insult0.06267534
Profanity0.013951761
Threat0.008259222
Severe Toxicity0.002784729
Low Tox 0.11739369 Low Con 0.258 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed …
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed to support us Canadian citizens. 🤬…
Identity Attack0.038167715
Insult0.054962315
Profanity0.014054239
Threat0.0077284453
Severe Toxicity0.0023937225
Low Tox 0.11429678 Moderate Con 0.42
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government …
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government corruption. Overpopulation destroys the environment. Canada is one of the few places on earth that still has an environment. Russia and Australia are the other ones. Russia's strategy is to look sort of like an ogre and it's too cold. Australia's strategy is to look like they harbor too many dangerous animals and the land is too arid. Canada's strategy is to keep higher taxes than the USA and it's too cold. People tend to gravitate toward lower tax and warmer places. Fewer people is better, it doesn't matter what their race is. I did notice the Indians he talked to were patriotic to their adoptive country, that's a good sign. Host nations like when the new people assimilate.
Identity Attack0.022590388
Insult0.06459839
Profanity0.020783609
Threat0.007819066
Severe Toxicity0.0024032593
Low Tox 0.112953395 Constructive 0.711
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
Identity Attack0.0037182847
Insult0.070482984
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0014305115
Low Tox 0.112540044 Constructive 0.518
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Till Canadians will not choose right leaders of our country, nothing will get better.
Till Canadians will not choose right leaders of our country, nothing will get better.
Identity Attack0.09410924
Insult0.027841117
Profanity0.010945748
Threat0.007974415
Severe Toxicity0.0026130676
Low Tox 0.11150667 Low Con 0.236
Aug 25, 2025 25 likes Why Canadians Are Turning Against …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation and injustice. Sikhs know for a fact that the Indian government is fully involved, as the RCMP found in their investigation on transnational repression and extortion cases. But the biggest piece of evidence is just south of the border with Nikhil Gupta’s case. Mr. Gupta pleaded guilty to trying to hire a US undercover cop to assassinate Gurpatwant Singh Pannu, who is a human rights activist and lawyer who is spearheading the Khalistan movement. He showed the undercover cop photos of Hardeep Singh Nijjar’s body and said we just finished this job, and when you complete your job, we have a long list of others we need dead. Nikhil Gupta had placed a call with Indian RAW agents, who are named as C1 and C2, who said they will pay $100,000 for each hit. We have Sikh activists who have repeatedly told the media they have been hit on their heads, including Jagmeet Singh, the former leader of the NDP. If Canada refuses to take this seriously, the government officials are being traitors to their own country. Canada is now doing a disservice by withholding information from Canadians, and did so before, during the inquiry into the Air India incident, when the government asked the courts not to include it in their investigation of any Indian involvement. A Canadian- Norwegian spy who said India tried to hire him to place explosives in one of the planes. He warned our government, and they knew about this and still covered it up! Now, the government is doing the same to secure business deals with India. Like India has nothing to offer Canada except labour (with their billion population), and we Canadians cannot find jobs and don't need unskilled workers from India when we can educate our citizens and give them jobs here. There must be a full, transparent investigation into India and its embassy and agents.
Identity Attack0.06795148
Insult0.038566336
Profanity0.016616182
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.11067997 Constructive 0.743 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
But the Alberta separatist leader says Jason is now out of the closet means he is Liberal?
But the Alberta separatist leader says Jason is now out of the closet means he is Liberal?
Identity Attack0.014551271
Insult0.043250903
Profanity0.017504321
Threat0.0066798385
Severe Toxicity0.0015640259
Low Tox 0.09915545 Low Con 0.209 Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Identity Attack0.00828752
Insult0.035443626
Profanity0.015557245
Threat0.008634649
Severe Toxicity0.0016117096
Low Tox 0.09655223 Moderate Con 0.375 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants …
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants that have arrived now don’t want a Canadian lifestyle they want to replace it with the system they left behind. Our leaders seem to support this and want working Canadians to pay for it. This is the anger that is festering as leaders ignore our concerns
Identity Attack0.026609946
Insult0.018452216
Profanity0.009698936
Threat0.006492125
Severe Toxicity0.001077652
Low Tox 0.045378547 Constructive 0.72
Aug 25, 2025 142 likes 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.