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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: "As a Canadian, I will …" 3,707 comments · Page 89 of 149
The red in the Canadian flag is slowly turning saffron🧡
The red in the Canadian flag is slowly turning saffron🧡
Identity Attack0.10221587
Insult0.06669625
Profanity0.02795705
Threat0.00780612
Severe Toxicity0.0061798096
Low Tox 0.17111848 Moderate Con 0.332 Identity_Assertion
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his …
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his 3% profit sharing as former director. Totally compromised PM profiting off the backs of Canadians. This woke WEF globalist is continuing to destroy Canada with each annoucement.
Identity Attack0.026207991
Insult0.0838533
Profanity0.017436003
Threat0.011689849
Severe Toxicity0.0034332275
Low Tox 0.17111848 Moderate Con 0.418 Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
Identity Attack0.1444726
Insult0.03511308
Profanity0.013780965
Threat0.009204263
Severe Toxicity0.0044059753
Low Tox 0.17025198 Moderate Con 0.301
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and …
Lets put Canadians who are canadian citizens to put first and help to get educated instead of wasting time money 💴 efforts on people who god knows what their intentions are invading canada 🇨🇦 and canadians safety security
Identity Attack0.10221587
Insult0.06529768
Profanity0.015898837
Threat0.007741391
Severe Toxicity0.0037384033
Low Tox 0.17025198 Low Con 0.287 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
Still more money then wht Canadians on ODSP : $ 2200 As for refugees give back more in the end, I call BS on that!!
Still more money then wht Canadians on ODSP : $ 2200 As for refugees give back more in the end, I call BS on that!!
Identity Attack0.06158508
Insult0.06529768
Profanity0.0961592
Threat0.008065036
Severe Toxicity0.0051879883
Low Tox 0.17025198 Constructive 0.543
Jul 8, 2019 1 likes How much do refugees and …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside down
Identity Attack0.14019285
Insult0.062150877
Profanity0.017572641
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.17025198 Constructive 0.684 Solidarity
Sep 7, 2025 4 likes Why Canadians Are Turning Against …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start …
The Indian people are nice dont get me wrong, but the issue is there are to many of them and alot of them dont want to lwarn our language after moving here and they start businesses but only hire other Indians because of the language barrier. They are also buying up all the houses and alot of them will only rent to their own making it very difficult for Canadians to find houses to rent. Even half the realtors are indian. We have no jobs left very few houses and its makkng Canadians go homeless
Identity Attack0.22707681
Insult0.037980765
Profanity0.014225035
Threat0.0069646453
Severe Toxicity0.0036811829
Low Tox 0.17025198 Constructive 0.646 Economic_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Those temples are paid by Canadian taxpayers. They potray that they help us, what a joke. They use the charities and government funding. They dont pay for those temples. We did.
Those temples are paid by Canadian taxpayers. They potray that they help us, what a joke. They use the charities and government funding. They dont pay for those temples. We did.
Identity Attack0.10221587
Insult0.0670459
Profanity0.014703264
Threat0.0063108844
Severe Toxicity0.0031089783
Low Tox 0.17025198 Moderate Con 0.418 Policy_Critique
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... loooong before THentered India. Wanna know how I knew that? *>I RESEARCHED IT<*. Please stop blaming us for the bad choices of Mericans. Research or don't bother... seriously.
Identity Attack0.07177465
Insult0.06407392
Profanity0.023721304
Threat0.00756015
Severe Toxicity0.003604889
Low Tox 0.1693855 Moderate Con 0.476 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot of real estate and contributed to the raising property values, but many of the Canadians benefited from that selling their property for amounts they never even imagined and they created a small economic boom in the GTHA. I'll bet many of us miss them dearly now we know what true bad immigration looks like 😢
Identity Attack0.11280017
Insult0.07365121
Profanity0.018392462
Threat0.0071588317
Severe Toxicity0.004196167
Low Tox 0.16851899 Constructive 0.808
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s so bizarre to me, that many Canadians have defaulted to racism and generalized hate towards almost 2 Billion distinct human beings from the actions of 1% instead of directly their anger towards the government …
It’s so bizarre to me, that many Canadians have defaulted to racism and generalized hate towards almost 2 Billion distinct human beings from the actions of 1% instead of directly their anger towards the government that imported these people for short term political/economic benefits at the expense of long term social stability of Canada? Blaming and dehumanizing ALL immigrants (now & future) while the political class is unaffected.
Identity Attack0.11976352
Insult0.06407392
Profanity0.01309778
Threat0.008052089
Severe Toxicity0.004005432
Low Tox 0.16851899 Constructive 0.562
Sep 22, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
Identity Attack0.18468912
Insult0.03885912
Profanity0.01535229
Threat0.008919456
Severe Toxicity0.00333786
Low Tox 0.16851899 Low Con 0.248 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
This is an invasion and a replacement of Canadians, just like every other country with European heritage and populations.
Identity Attack0.15731181
Insult0.04090862
Profanity0.013131939
Threat0.008259222
Severe Toxicity0.005569458
Low Tox 0.16851899 Low Con 0.226 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
i highly doubt more then 75% of the non indian people you interviewed were native canadians
i highly doubt more then 75% of the non indian people you interviewed were native canadians
Identity Attack0.20878418
Insult0.033460364
Profanity0.021056883
Threat0.0063238298
Severe Toxicity0.00333786
Low Tox 0.16765249 Low Con 0.235 Question
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Identity Attack0.07012023
Insult0.06634661
Profanity0.013678487
Threat0.009074804
Severe Toxicity0.0034332275
Low Tox 0.16678599 Moderate Con 0.416 Fear_Threat
Sep 19, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
You’re telling me it’s legal to ride an Indian 🛺 rickshaw on a Canadian freeway?!?!
Identity Attack0.15303208
Insult0.04383647
Profanity0.02119352
Threat0.0083886795
Severe Toxicity0.0049591064
Low Tox 0.16678599 Low Con 0.267
Jan 27, 2026 Inside Canada's Indian Invasion...
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Being Canadian means nothing anymore. Compliments of a guy who once said “Canada will be the first post national country with no core identity or culture”
Being Canadian means nothing anymore. Compliments of a guy who once said “Canada will be the first post national country with no core identity or culture”
Identity Attack0.1508922
Insult0.056133457
Profanity0.013473531
Threat0.0069646453
Severe Toxicity0.003929138
Low Tox 0.16591948 Low Con 0.219 Identity_Assertion
Feb 18, 2026 7 likes LILLEY UNLEASHED: The fall of …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, not a triumph.
Identity Attack0.14019285
Insult0.046764325
Profanity0.012448754
Threat0.0068416605
Severe Toxicity0.0032615662
Low Tox 0.165053 Moderate Con 0.432
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
Identity Attack0.23239216
Insult0.04149419
Profanity0.021535112
Threat0.006686311
Severe Toxicity0.0041770935
Low Tox 0.165053 Low Con 0.299 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room …
Good for Quebec, they need to set boundaries for immigration standards. Hopefully all provinces follow this example, no jobs or homes for immigrants or asylum seekers currently.🤔👎 Canadian gov't is lying to newcomers, no room here unless they start building more homes, growing businesses..etc more employment needed, regular Canadians can't find work.
Identity Attack0.10221587
Insult0.06634661
Profanity0.01265371
Threat0.0066280556
Severe Toxicity0.002784729
Low Tox 0.165053 Constructive 0.59
Nov 21, 2025 Quebec Ends Economic Immigration Program …

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.