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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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Active: "As a Canadian, I will …" 3,707 comments · Page 93 of 149
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can …
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can go back to their country. Couldn’t have said it better than what you’re doing
Identity Attack0.10221587
Insult0.05262003
Profanity0.0128245065
Threat0.0069516995
Severe Toxicity0.003643036
Low Tox 0.15545623 Constructive 0.673
Sep 2, 2025 Why Canadians Are Turning Against …
I respect other cultures, as many others have said in this video but on a daily basis, I get looked at with disgust. No respect, and I don't care if you don't speak English, it's …
I respect other cultures, as many others have said in this video but on a daily basis, I get looked at with disgust. No respect, and I don't care if you don't speak English, it's called common curtesy to hold the door open as we Canadians have always done.
Identity Attack0.083355546
Insult0.05964688
Profanity0.021466793
Threat0.0067769317
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.736
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Canadians are NOT weak-- we are just Impatient and don't feel very Virtous.
Canadians are NOT weak-- we are just Impatient and don't feel very Virtous.
Identity Attack0.08500996
Insult0.07460167
Profanity0.014600786
Threat0.0061814263
Severe Toxicity0.002746582
Low Tox 0.15545623 Moderate Con 0.469 Identity_Assertion
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t …
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t mean erasing one’s culture; it means sharing values of respect, hard work, and community. Indians in Canada are law-abiding citizens who enrich Canadian society, not weaken it. Racism and division go against the Canadian values this article claims to defend.
Identity Attack0.13163337
Insult0.05144889
Profanity0.013405213
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.15545623 Constructive 0.658
Oct 29, 2025 IRCC Names India in Study …
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
Identity Attack0.10221587
Insult0.061101943
Profanity0.013576009
Threat0.009385503
Severe Toxicity0.0030708313
Low Tox 0.15545623 Low Con 0.298 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Im Canadian and I approve of this video, the dude on with the bike LMFAO
Im Canadian and I approve of this video, the dude on with the bike LMFAO
Identity Attack0.036105253
Insult0.03158728
Profanity0.08128801
Threat0.015774792
Severe Toxicity0.008964539
Low Tox 0.15545623 Moderate Con 0.445
Jan 27, 2026 Inside Canada's Indian Invasion...
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
Identity Attack0.059311368
Insult0.0670459
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.0042152405
Low Tox 0.15545623 Constructive 0.518
Dec 24, 2025 4 likes Deportations From Canada at Their …
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into …
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into the country that we have something in common with, like Christmas.
Identity Attack0.13805299
Insult0.035443626
Profanity0.017845914
Threat0.0068416605
Severe Toxicity0.004005432
Low Tox 0.15545623 Constructive 0.556
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take …
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take on the best of both, and invite non-Indian friends to celebrate functions.
Identity Attack0.1808059
Insult0.03235855
Profanity0.017845914
Threat0.006874025
Severe Toxicity0.0028419495
Low Tox 0.15545623 Constructive 0.735 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of …
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of the government creating very distinct, yet carefully designed division, so that both groups are busy fighting each other, while they sit on their luxurious homes mocking us.
Identity Attack0.059311368
Insult0.0720671
Profanity0.018119188
Threat0.007637825
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.556
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They are all working in Sing Hortons across Canada ! We all should boycott Sing Hortons until they hire real Canadian students and citizens!!
They are all working in Sing Hortons across Canada ! We all should boycott Sing Hortons until they hire real Canadian students and citizens!!
Identity Attack0.089973204
Insult0.04032305
Profanity0.013405213
Threat0.016810767
Severe Toxicity0.0041007996
Low Tox 0.15490346 Moderate Con 0.409
Sep 30, 2025 IRCC Names India in Study …
Canadian smugglers got it good. 6k and they drive you for 20 minutes then tell you to walk through the woods
Canadian smugglers got it good. 6k and they drive you for 20 minutes then tell you to walk through the woods
Identity Attack0.09824528
Insult0.04852104
Profanity0.018734055
Threat0.014220826
Severe Toxicity0.00459671
Low Tox 0.15490346 Low Con 0.259 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Identity Attack0.084182754
Insult0.06739554
Profanity0.013371054
Threat0.007819066
Severe Toxicity0.0036239624
Low Tox 0.15490346 Moderate Con 0.389 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
Canadian souche 😂😂mdr nous sommes dans un monde de fous
Canadian souche 😂😂mdr nous sommes dans un monde de fous
Identity Attack0.039972372
Insult0.12159709
Profanity0.05543986
Threat0.0055940123
Severe Toxicity0.0076675415
Low Tox 0.15490346 Low Con 0.267 Humor_Satire
Feb 13, 2026 Inside Canada's Indian Invasion...
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Identity Attack0.11396073
Insult0.061101943
Profanity0.014156717
Threat0.0060908063
Severe Toxicity0.0028419495
Low Tox 0.15490346 Constructive 0.657
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Identity Attack0.120924085
Insult0.058475737
Profanity0.018324144
Threat0.0068999166
Severe Toxicity0.003376007
Low Tox 0.15490346 Constructive 0.797 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a …
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a year. You do not have to work, As soon as they arrive in Canada, they are driving expensive cars, getting free food from Costco, getting credit cards from the bank and purchasing houses. They drive Teslas, BMWs, and the most expensive cars that they could have never ever owned in their country. The healthly men do not work and live a luxurious life all at the expense of we the tax payers. Meanwhile, hard-working, tax-paying Canadians are living paycheck to paycheck. We Canadians are sick and tired of this BS
Identity Attack0.08252834
Insult0.06634661
Profanity0.02030538
Threat0.006815769
Severe Toxicity0.0039863586
Low Tox 0.15490346 Moderate Con 0.488
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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 …
Arrest and deport. No trial, no jail, just deport. Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Arrest and deport. No trial, no jail, just deport. Why should the Canadian taxpayers have to pay the legal fees of non canadian citizens.
Identity Attack0.099899694
Insult0.029273475
Profanity0.012551232
Threat0.038220957
Severe Toxicity0.005264282
Low Tox 0.15435068 Low Con 0.296 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
No more turbans in Canadian parliament.
No more turbans in Canadian parliament.
Identity Attack0.05976611
Insult0.06599696
Profanity0.013917602
Threat0.00746953
Severe Toxicity0.0028419495
Low Tox 0.15435068 Low Con 0.186 Identity_Assertion
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling …
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling division through race, gender, culture, religion, countries and language - things that were meant to unite us, not divide us. They were created to build common ground, foster belonging, and promote love and peace - not hate. Anything that creates an "us versus them" narrative is harmful. Humanity must rise above borders and differences. Love is the only cure for this global virus of hate. ❤️😢 Sending love to all hate zombies who are suffering this virus and hugs I hope prayers and love might change their actions. ❤️😢 Is there hope? Reply with hearts if you are cured or agree with this message love all humans unconditionally for humanity? 🙏
Identity Attack0.058401883
Insult0.076185785
Profanity0.029050145
Threat0.008362788
Severe Toxicity0.004348755
Low Tox 0.15435068 Constructive 0.602
Jan 27, 2026 Inside Canada's Indian Invasion...
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Identity Attack0.05976611
Insult0.06477321
Profanity0.014669105
Threat0.008919456
Severe Toxicity0.004043579
Low Tox 0.15435068 Low Con 0.286 Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment building they don't like to be told to stop causing noise disturbances, in fact it even gets worse when they have been asked to stop. Some of the tenants " Newcomers " seem to think they can operate a business in the apartment which means they use excessive noise to build whatever they are building. Once they have been asked to stop by other tenants and given notices they then decide to retaliate by causing further noise which is deliberately to disturb the rest of us. They try to intimidate people that they know are born Canadians like some kind of gang members. We no longer feel safe in our own homes and neighborhoods. We are tired of them using the race card for every problem they have which is usually something they caused in the first place. In this particular building on Queen st. N. in Hamilton they cause trouble in multiple different apartments which they attend. Once they have been asked to stop causing noise in one apartment they just go to one of the others and then proceed to do the same thing there. Some of the newcomers have been given more than one apartment in the same building and therefore run back and forth between those apartments and slam the door of each one over and over all day long. The management has been informed hundreds of times for a number of years and yet they have not yet dealt with the issues. There is an ongoing record of so many incidents in this building which the management has not addressed beyond a blanket notice to all tenants regarding noise complaints. The manager says things like " It's a process " and yet there seems to be no results. Is management afraid to just simply evict the trouble makers ??
Identity Attack0.09410924
Insult0.06739554
Profanity0.0166845
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.1537979 Constructive 0.735
Aug 25, 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.