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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: "Why don't we turn off …" 471 comments · Page 14 of 19
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & …
Come & check out Hawkesbury Ontario. Used to be a small town with a few immigrant families here & there, which is totally fine. Now, all sorts of newcomers arriving here with no jobs & no place to live ahead of time. We have some kind of temple that we have no idea what it is and recently an Islamic Centre right on Main Street which we also have no idea what it is really. I could go on & on about this, there are so many strangers here now, walking everywhere, talking on their cellphones and sitting on our Main Street all day long....We try smiling at them or say Hi and they turn their head away from us... We don't recognize our town anymore...
Identity Attack0.17536941
Insult0.07808672
Profanity0.026317406
Threat0.0078449575
Severe Toxicity0.005645752
Low Tox 0.19789438 Constructive 0.769
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
If Canadians are are really "turning against immigrants", then why did they vote Liberal/NDP in the 2025 election? The Left is gung-ho for even more immigration.
If Canadians are are really "turning against immigrants", then why did they vote Liberal/NDP in the 2025 election? The Left is gung-ho for even more immigration.
Identity Attack0.1294935
Insult0.07396803
Profanity0.021945024
Threat0.008129764
Severe Toxicity0.0041389465
Low Tox 0.19599396 Moderate Con 0.414
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
All the West is turning into India and Africa and Middle East
All the West is turning into India and Africa and Middle East
Identity Attack0.19298288
Insult0.043250903
Profanity0.037904397
Threat0.011223801
Severe Toxicity0.0075912476
Low Tox 0.19029272 Low Con 0.134 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely focus on francophone immigration. MOST of these « English speakers » in the « important » industries he is talking about are NOT native English speakers. Go somewhere else where French has not existed for the past 400 years if you do not speak French. Not just immigration fatigue but globalization fatigue.
Identity Attack0.10221587
Insult0.09270445
Profanity0.020646973
Threat0.006815769
Severe Toxicity0.0044059753
Low Tox 0.1883923 Constructive 0.616
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the …
2:33 the assimilation question...what would be different if they assimilate? everything will still be Indian...the difference is not just the fact that they are not working...they have totally different values and culture and mentality...so the question is why they come from their countries and turn the other countries into their country again? maybe one of the reasons native Canadians are homeless and poor is because they feel that they do not have their culture anymore...they literally had the rug pulled from under them...it is depressing and distressful...they have been discarded and left totally unprotected
Identity Attack0.19100772
Insult0.06564732
Profanity0.02344803
Threat0.0072235605
Severe Toxicity0.0049972534
Low Tox 0.18744208 Constructive 0.612 Identity_Assertion
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few …
I was in niagara ontario last weekend and back in October. Its all indian, i mean 7 out of 10 people were indian, store and resturant owners, employees, tourists, residents all indians, very very few whites or english being spoken. I even tried to get pizza from a place called pizza depot, it was indian run and owned. The pizza was good but it seemed as though every which way i turned i couldnt support anything actually canadian.
Identity Attack0.23998553
Insult0.037980765
Profanity0.019212283
Threat0.0069646453
Severe Toxicity0.004749298
Low Tox 0.18459146 Constructive 0.652 Identity_Assertion
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Cannada is actually a land snatched away from the native americans and later turned into a country... so why you so worried about the immigrants?
Identity Attack0.17769934
Insult0.06319981
Profanity0.015454767
Threat0.0077802283
Severe Toxicity0.0042915344
Low Tox 0.18269104 Moderate Con 0.356 Moral_Argument
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada has turned a refugee camp.
Canada has turned a refugee camp.
Identity Attack0.1294935
Insult0.06652143
Profanity0.01535229
Threat0.007586042
Severe Toxicity0.0048446655
Low Tox 0.18174082 Low Con 0.172
Nov 22, 2025 Thousands of refugees allowed into …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada …
I don't think most Canadians have a problem with Indians. I think we have a problem with our government who is not able to enforce a policy that puts the country first. Immigration built Canada and good immigration creates jobs and opportunities. What we're seeing is the government exploiting everyone who built his country. A lot of Indians work here for cheap labour because the government and other regulatory bodies turn a blind eye if it means they can gain the trust and votes of the people they are essentially lying to. It's a shame to see because no one In this situation on either side is really happy.
Identity Attack0.18391247
Insult0.06494803
Profanity0.022354934
Threat0.008103873
Severe Toxicity0.0047683716
Low Tox 0.18079062 Constructive 0.741
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Turning other countries into India everywhere they go.
Turning other countries into India everywhere they go.
Identity Attack0.18903255
Insult0.045007613
Profanity0.020783609
Threat0.010265815
Severe Toxicity0.007133484
Low Tox 0.1798404 Low Con 0.126
Oct 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Border agencies literally get warned about people, and choose to ignore it because they want the tax dollars. So even if they catch them, they do catch and release, due to liberal policy. IF they …
Border agencies literally get warned about people, and choose to ignore it because they want the tax dollars. So even if they catch them, they do catch and release, due to liberal policy. IF they get deported they must be not playing into the corrupt system. Big corruption with politicians and law enforcement to turn a blind eye to all this.
Identity Attack0.018671319
Insult0.10440776
Profanity0.0166845
Threat0.007974415
Severe Toxicity0.0021743774
Low Tox 0.17891699 Moderate Con 0.435 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of …
At last, some media outlets have found the courage to speak the truth; a truth that 90% of the country has been whispering behind closed doors, too afraid to say out loud for fear of being branded racist. A large number of these individuals have arrived with fake diplomas, and nobody dares verify them. Why? Because even questioning their credentials risks backlash and accusations of discrimination. And when the diplomas are real, the educational standards often don't measure up, resulting in subpar performance and poor-quality service. Many arrive under the pretense of being students, legally allowed to work only 20 hours a week. But they bypass this by exploiting loopholes in shift trading policies at major Canadian companies, racking up 40+ hours a week with ease. This isn’t disorganized opportunism, it's calculated and coordinated. Their communities are becoming increasingly unified and powerful, turning into breeding grounds for corruption, ethnic nepotism and tribalism. They use their community ties and visible minority status to fast-track into positions far beyond their skill or experience levels. Once inside, they bring in more of their own, creating insular hiring circles designed to shield and advance one another, regardless of merit!
Identity Attack0.051126
Insult0.08410009
Profanity0.027547138
Threat0.008531082
Severe Toxicity0.0037956238
Low Tox 0.17458448 Constructive 0.607 Unverified_Claim
Jun 22, 2025 How Canada broke its immigration …
Simple, do NOT support the business economy in the Indian takeover of Brampton. Turning Brampton into little India is NOT okay
Simple, do NOT support the business economy in the Indian takeover of Brampton. Turning Brampton into little India is NOT okay
Identity Attack0.16587129
Insult0.04969218
Profanity0.016411226
Threat0.0074306927
Severe Toxicity0.0033950806
Low Tox 0.17371799 Low Con 0.279 Call_To_Action
Nov 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
ya man canada is turning into brown town 😂
ya man canada is turning into brown town 😂
Identity Attack0.11860296
Insult0.061626412
Profanity0.025360947
Threat0.007637825
Severe Toxicity0.005722046
Low Tox 0.17285149 Low Con 0.272 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"Why Canadians Are Turning Against Immigrants" good idea
"Why Canadians Are Turning Against Immigrants" good idea
Identity Attack0.18705739
Insult0.032799274
Profanity0.013234417
Threat0.007857903
Severe Toxicity0.0037002563
Low Tox 0.17285149 Low Con 0.262
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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)
Right we’re turning into Pakistan
Right we’re turning into Pakistan
Identity Attack0.14233272
Insult0.034782536
Profanity0.028913507
Threat0.010913103
Severe Toxicity0.0074768066
Low Tox 0.17025198 Low Con 0.236
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine …
Psalm 91:7-16 1599 Geneva Bible 7 A thousand shall fall at thy side, and ten thousand at thy right hand, but it shall not come near thee.🙋‍♂️ Psalm 144:7-8 Wycliffe Bible 7 Send out thine hand from on high, ravish me out, and deliver thou me from many waters; and from the hand of alien sons. (Send out thy hand from on high, and take me out of here, that is, rescue me; save thou me from the deep waters, and from the power of foreigners, or of strangers.) 8 The mouth of whom spake vanity (Their mouths spoke lies); and the right hand of them is the right hand of wickedness. 1. Wycliffe's Bible (1382): Psalm 144:11 "Draw me out, and delyuere me fro the hond of alien children; whos mouth spak vanite, and her rigt hond is rigt hond of wickidnesse".  The Pre Amble of the Constitution and the Naturalization Act of 1790 by our Founders explicitly states this Nation and Citizenship is for our White Adamic Israelite peoples. Hebrews 11:33-34 KJV 33 Who through faith subdued kingdoms, wrought righteousness, obtained promises, stopped the mouths of lions. 34 Quenched the violence of fire, escaped the edge of the sword, out of weakness were made strong, waxed valiant in fight, (turned to flight the armies of the aliens.) Salute🙋‍♂️to the White Adamic Israelites the very Covenant peoples of God who are the lost sheep of the house of Jacob Israel that forgot who they are whom Jesus Christ LORD of Lords and KING of Kings conquered death, hell, sin, and the grave for.
Identity Attack0.09659086
Insult0.0623257
Profanity0.068967216
Threat0.024753258
Severe Toxicity0.012207031
Low Tox 0.17025198 Constructive 0.589
Jan 27, 2026 Inside Canada's Indian Invasion...
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap …
If you live near here... you know how bad it is. The entire city is little india, signage is all in a different language - fine sure, until yous ee the crime statisics and thecheap house prices + high insurance costs. It's turning into a mini Detroit.
Identity Attack0.10409598
Insult0.06634661
Profanity0.02249157
Threat0.0071847234
Severe Toxicity0.0037574768
Low Tox 0.16765249 Constructive 0.584 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come …
The problem is all the other immigrants actually assimilated here unlike them there just trying to turn it into there homeland which is the complete opposite of what you’re supposed to do when you come here and before they would only let higher class families immigrate here from any country but now they just let people from the bottom of the barrel come here with no intention to better society
Identity Attack0.16373143
Insult0.047935467
Profanity0.019895468
Threat0.006977591
Severe Toxicity0.0042152405
Low Tox 0.16765249 Moderate Con 0.311
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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)

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.