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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: "Did he said his own …" 509 comments · Page 15 of 21
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
Identity Attack0.16801116
Insult0.029383656
Profanity0.04867618
Threat0.009256045
Severe Toxicity0.004673004
Low Tox 0.15158679 Constructive 0.588 Humor_Satire
Nov 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I met a north Indian girl working in a restaurant, who came to Canada on student visa, she said she was an IELTS instructor back home, but had very poor English language skills,😮😮
I met a north Indian girl working in a restaurant, who came to Canada on student visa, she said she was an IELTS instructor back home, but had very poor English language skills,😮😮
Identity Attack0.10221587
Insult0.05086332
Profanity0.015044857
Threat0.0060196044
Severe Toxicity0.0022602081
Low Tox 0.15158679 Constructive 0.628 Personal_Narrative
Oct 1, 2025 124 likes Inside Canada's Indian Metropolis (Brampton)
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what …
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what Biden was doing and then said "Hold my White Claw!"
Identity Attack0.10221587
Insult0.04032305
Profanity0.015693882
Threat0.009851551
Severe Toxicity0.004005432
Low Tox 0.15158679 Constructive 0.586 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Im proud of a few people who actually said, if you are moving to another country forget your culture and adapt to thiers, im proud of those guys as an indian
Im proud of a few people who actually said, if you are moving to another country forget your culture and adapt to thiers, im proud of those guys as an indian
Identity Attack0.11512129
Insult0.03136692
Profanity0.033144772
Threat0.010654188
Severe Toxicity0.005683899
Low Tox 0.147767 Constructive 0.543
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights …
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights and asked her what she was doing as she nearly caused an accident.. she said, “you drive your way and I’ll drive my way”.. I tried to highlight the road rules in this country and she started to abuse me 😂
Identity Attack0.04925346
Insult0.032028005
Profanity0.044668075
Threat0.043955702
Severe Toxicity0.005340576
Low Tox 0.14429577 Constructive 0.618 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
I'm more shocked that the driver who is smuggling peeps, said that he is a permanent residence, meanwhile he doesn't even speak an English on normal level to get it
Identity Attack0.010063417
Insult0.06267534
Profanity0.025360947
Threat0.008686432
Severe Toxicity0.0027656555
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada …
Trump said he was going to build a wall , and Mexico was gonna pay for it. Then he gets in a second time and he did build a wall , and Mexico and Canada are paying for it. Brilliant!
Identity Attack0.09741807
Insult0.031807642
Profanity0.01220964
Threat0.011508608
Severe Toxicity0.0040245056
Low Tox 0.14256015 Low Con 0.264 Humor_Satire
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
I didnt know that Canada is filled with poonjabs. Very interesting what the guy said about intelligence scores. I googled it and he was actually right. guy at 11:15 is very handsome
Identity Attack0.06476828
Insult0.06250052
Profanity0.02119352
Threat0.0065244893
Severe Toxicity0.0032234192
Low Tox 0.13561769 Constructive 0.571 Unverified_Claim
Feb 25, 2026 1 likes 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)
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
The Indian guy said India and Canadá are very similar 😂😂😂😂😂😂
The Indian guy said India and Canadá are very similar 😂😂😂😂😂😂
Identity Attack0.10221587
Insult0.0279513
Profanity0.026727317
Threat0.007068211
Severe Toxicity0.004081726
Low Tox 0.12086493 Low Con 0.259
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am having an issue in my chest area and I went to my cardiologist and he's not exactly sure what's going on so he's setting me up for an angiogram and he told me …
I am having an issue in my chest area and I went to my cardiologist and he's not exactly sure what's going on so he's setting me up for an angiogram and he told me that it could take up to 8 months before I get in for an angiogram. I said I could be dead by then
Identity Attack0.009434453
Insult0.016784932
Profanity0.06145202
Threat0.10542984
Severe Toxicity0.0051116943
Low Tox 0.119997114 Constructive 0.714
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Trudue said he would help the indians,we just figured he meant north american indians not india.
Trudue said he would help the indians,we just figured he meant north american indians not india.
Identity Attack0.12735364
Insult0.02982438
Profanity0.014771583
Threat0.0071199946
Severe Toxicity0.002708435
Low Tox 0.11450345 Moderate Con 0.463
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Why didn't you have a burner phone with you, that could have gone so much more smoothly as you could have just handed him the burner. That said great work regardless though as always
Why didn't you have a burner phone with you, that could have gone so much more smoothly as you could have just handed him the burner. That said great work regardless though as always
Identity Attack0.004587734
Insult0.025026767
Profanity0.03389629
Threat0.046218675
Severe Toxicity0.005722046
Low Tox 0.11450345 Constructive 0.615 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
Identity Attack0.10221587
Insult0.029383656
Profanity0.024199532
Threat0.007340072
Severe Toxicity0.0035476685
Low Tox 0.11450345 Moderate Con 0.371 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Clearly, the guy from Poland who asked the driver" Do you have Canadian Licens? And he said no." This guy was lying blantaly because you can't even activate your Uber account without license. I am …
Clearly, the guy from Poland who asked the driver" Do you have Canadian Licens? And he said no." This guy was lying blantaly because you can't even activate your Uber account without license. I am not saying that you can look it online.
Identity Attack0.015355183
Insult0.06757036
Profanity0.015625564
Threat0.006874025
Severe Toxicity0.0020885468
Low Tox 0.11419344 Constructive 0.528
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow..that speech..that the lovely Canadian lady, said was priceless…my family and I feel..the same way! And ..because of our upbringing.. and teaching our children..that racism is wrong..! I feel like.. we are being played….
Wow..that speech..that the lovely Canadian lady, said was priceless…my family and I feel..the same way! And ..because of our upbringing.. and teaching our children..that racism is wrong..! I feel like.. we are being played….
Identity Attack0.05976611
Insult0.04090862
Profanity0.013029462
Threat0.006537435
Severe Toxicity0.002298355
Low Tox 0.11398677 Constructive 0.658 Personal_Narrative
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum …
Lots of hating on J Trudeau here but Harper is the one that drastically expanded the temporary foreign worker programme. And he subsidized it so said workers only had to be paid 75% of minimum wage by the company hiring them while the gvmnt paid the rest. Companies literally pay less than min for tfws and the government pays the rest. That's why they are prioritized. Harper did this. Trudeau made it worse. Pollivere would not have stopped it. The current government will only expand it. Minor parties are being sidelined, bribed, or otherwise shit down across the political spectrum. NDP sold out long ago. Bloc don't care as long as the aliens pretend to speak French as much as they pretend to speak English. There is no democratic solution.
Identity Attack0.00828752
Insult0.06494803
Profanity0.018734055
Threat0.0075083673
Severe Toxicity0.0023078918
Low Tox 0.11223003 Constructive 0.613 Policy_Critique
Jun 21, 2025 2 likes How Canada broke its immigration …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many …
The massive majority of Indians I've met in Canada have been absolutely kind. I have no ill will for the people. I do have ill will for our liberal government though. There's just too many people coming in at once. In 2025 we had 415,000 new permanent residences. 2024 it was 425,000. The liberal government said they were going to lower immigration and they didn't. They gutted the international student program but they kept the influx of permanent residences coming in because they're not done buying votes.
Identity Attack0.07508347
Insult0.03885912
Profanity0.020510335
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.11202335 Constructive 0.75 Policy_Critique
Jan 27, 2026 1 likes 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.