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: "This is how a state …" 450 comments · Page 11 of 18
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current …
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current Minister of Immigration, Refugees and Citizenship. She was appointed to the role in May 2025 by Prime Minister Mark Carney following the April 2025 federal election. Her current activity is defined by a shift toward more restrictive and "talent-focused" policies. Here is the technical breakdown of her recent initiatives: 1. 2026 Express Entry Overhaul On February 18, 2026, Diab announced significant adjustments to the Express Entry system. The primary objective is to transition from broad intake to "sustainable levels" while addressing specific labor gaps. * New Categories: Streams were added for researchers, senior managers, transport occupations (pilots/mechanics), and foreign military personnel recruited by the Canadian Armed Forces. * Medical Priority: A specific category was introduced for foreign medical doctors already possessing Canadian work experience. * Tightened Requirements: She doubled the category-specific work experience requirement from 6 months to 12 months. This move is designed to narrow the candidate pool and prioritize those with deeper integration into the Canadian labor market. 2. Legislative Reform (Bill C-12) Diab is currently championing a major immigration and border security bill (C-12), which is moving through its third reading in the Senate as of February 26, 2026. * Executive Power: The bill grants the Governor in Council (acting on cabinet advice) broad authority to vary, cancel, or suspend immigration documents and applications in the "public interest." * Asylum Restrictions: Diab has been vocal about curbing what she terms "fraudulent" claims. The legislation proposes making anyone who has been in Canada for over a year ineligible to claim asylum, and it restricts claims from those entering via land borders outside official ports of entry. 3. Shift in Strategy The Minister’s rhetoric marks a pivot from previous Liberal administrations. Her current messaging focuses on "taking back control" of immigration levels. While she continues to promote the recruitment of "the best and brightest," she has explicitly stated the government's goal is to reduce the total annual number of both permanent and temporary residents. Summary Table | Focus Area | Recent Action | |---|---| | Express Entry | Increased experience threshold to 12 months; added military/researcher streams. | | Asylum Policy | Supporting Bill C-12 to restrict claims made after 1 year of residency. | | Staffing | Recently appointed Isaac MacDonald (former P.E.I. Liberal executive) as Director of Parliamentary Affairs.
Identity Attack0.008916483
Insult0.07365121
Profanity0.10054382
Threat0.007353018
Severe Toxicity0.00459671
Low Tox 0.15490346 Constructive 0.655 Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
Now I understand why Canada doesn't want to be the 51st State. Canada is already New Punjab they don't share our culture or values anymore.
Now I understand why Canada doesn't want to be the 51st State. Canada is already New Punjab they don't share our culture or values anymore.
Identity Attack0.116281845
Insult0.054962315
Profanity0.014259194
Threat0.007081157
Severe Toxicity0.0043678284
Low Tox 0.15324512 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have …
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have love and respect for these communities, but travel or live in TX, CA, NJ and the likes and you see the friction - the reason we see is the new ones don't follow the laws as strictly, don't respect the local practices as simple as yielding to cars or pedestrians, queuing up in stores, etc. They don't do that in their home countries so they assume it is what they are going to do and locals who built the country with a lot of effort don't like it.
Identity Attack0.10221587
Insult0.06634661
Profanity0.021945024
Threat0.007935578
Severe Toxicity0.0039482117
Low Tox 0.15324512 Constructive 0.878
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you …
Canada, you are importing Indians from one single region/state of India. You have 22 MPs from one Indian state in your parliament- even we don't have that many. They have a political goal and you are enabling.
Identity Attack0.14233272
Insult0.036545437
Profanity0.013131939
Threat0.0067057298
Severe Toxicity0.0032424927
Low Tox 0.15103401 Moderate Con 0.468
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be …
Government is taking away immigration lawyers bread and butter. How dare they? Only 18,000? What is this? Had Trudeau agreed to be the governor of our 51st state (I'm dying laughing), ICE will already be swarming Canada.
Identity Attack0.03636306
Insult0.053205602
Profanity0.022628209
Threat0.011146127
Severe Toxicity0.00333786
Low Tox 0.147767 Moderate Con 0.453
Dec 28, 2025 Deportations From Canada at Their …
It's deliberate. Falling is something one does by accident!! It's part of an enhanced Cloward-Piven Strategy to overthrow democracy and usher in a tyrannical state. All Liberal actions back this up. Massive debt is another …
It's deliberate. Falling is something one does by accident!! It's part of an enhanced Cloward-Piven Strategy to overthrow democracy and usher in a tyrannical state. All Liberal actions back this up. Massive debt is another key component of said strategy. Carney is sabotaging our US relationship and cozying up to China, and much much more.. . . . Can you list some?
Identity Attack0.01087737
Insult0.06652143
Profanity0.022149978
Threat0.008427517
Severe Toxicity0.0024604797
Low Tox 0.147767 Moderate Con 0.396 Unverified_Claim
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of us who came here legally. Some Filipinos who chose to study here have already gone back to the Philippines because life here is difficult and we see no future anymore in Canada. Others have moved to the United States to work as nurses or to Singapore instead, because we realize that the money we invested in paperwork and tuition fees is no longer worth it. Meanwhile, we see many Indian students at school who only attend classes when there’s an exam or quiz.
Identity Attack0.10221587
Insult0.058475737
Profanity0.017982552
Threat0.007534259
Severe Toxicity0.0030708313
Low Tox 0.14256015 Constructive 0.605 Personal_Narrative
Sep 30, 2025 290 likes IRCC Names India in Study …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
Identity Attack0.060675595
Insult0.035553806
Profanity0.0127561875
Threat0.027688526
Severe Toxicity0.0036621094
Low Tox 0.13561769 Moderate Con 0.418 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
isnt khalistan an ethno-religious state similar to Israel? i thought we were against that in the big 26
isnt khalistan an ethno-religious state similar to Israel? i thought we were against that in the big 26
Identity Attack0.11163961
Insult0.024382202
Profanity0.030639706
Threat0.010265815
Severe Toxicity0.0042533875
Low Tox 0.13561769 Low Con 0.265 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Most of Indians who call themselves Punjabi don't even wanna acknowledge that Punjab is not a country but a state that belongs to India. So why don't you just say Punjab India? Only Punjab.
Identity Attack0.13377325
Insult0.035443626
Profanity0.02030538
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.304 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
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)
All I needed in the Eighties was a valid driver’s licence, which coincidentally states the home address. What the hell?
All I needed in the Eighties was a valid driver’s licence, which coincidentally states the home address. What the hell?
Identity Attack0.0009311026
Insult0.012653382
Profanity0.038504347
Threat0.0016147201
Severe Toxicity0.000014009642
Low Tox 0.13291478
Dec 8, 2025 4 likes
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
vassy tries to keep pressing the obvious that Michelle is stating!
vassy tries to keep pressing the obvious that Michelle is stating!
Identity Attack0.004402745
Insult0.06564732
Profanity0.021945024
Threat0.007534259
Severe Toxicity0.0021839142
Low Tox 0.12867521 Low Con 0.218 Meta_Commentary
Feb 24, 2026 7 likes 'We do know that there's …
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)
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any …
Canada's population is now almost 10% Indian, maybe more if we can accurately count the ones illegally staying in the country (trust me there's lots). That is THE HIGHEST percentage of Indian population from any non-Hindu/Muslim majority country, and second in TOTAL only to the United States, who has 10x our population. Think about that.
Identity Attack0.1714862
Insult0.025929155
Profanity0.012995303
Threat0.0063432488
Severe Toxicity0.002822876
Low Tox 0.12520397 Constructive 0.519
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
Identity Attack0.10221587
Insult0.025155678
Profanity0.015932998
Threat0.008065036
Severe Toxicity0.0031852722
Low Tox 0.12520397 Moderate Con 0.403 Question
Dec 25, 2025 1 likes Deportations From Canada at Their …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are doing that are crossing at the border
Identity Attack0.10221587
Insult0.02618698
Profanity0.015454767
Threat0.008945347
Severe Toxicity0.0035095215
Low Tox 0.12260055 Low Con 0.236 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The government wants a civil war within the country so they can bring in a security state
The government wants a civil war within the country so they can bring in a security state
Identity Attack0.0233943
Insult0.01838776
Profanity0.023994578
Threat0.056563694
Severe Toxicity0.004825592
Low Tox 0.119997114 Low Con 0.123
Aug 25, 2025 Why Canadians Are Turning Against …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding …
a lberal communist Lester B Pearson pushed to get rid of the original Canadian Flag the Red Ensign that had the Irish, Scottish, English, French on the flag that stated this was the 4 founding producers.....they got rid of it and put in the corporate flag and so started the erasure of Canadians identity.........put the flag back!
Identity Attack0.04203484
Insult0.054376744
Profanity0.012482914
Threat0.009100696
Severe Toxicity0.0031280518
Low Tox 0.11912931 Moderate Con 0.497
Aug 24, 2025 Why Canadians Are Turning Against …
The fact that all those that came from the years when they mass migrated are from 1 state in India is suspicious
The fact that all those that came from the years when they mass migrated are from 1 state in India is suspicious
Identity Attack0.10221587
Insult0.029604018
Profanity0.023516348
Threat0.007249452
Severe Toxicity0.003452301
Low Tox 0.115658075 Low Con 0.19
Jan 27, 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.