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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: "From Canada. This is the …" 6,088 comments · Page 73 of 244
And canada promised to whites back in mesolithic
And canada promised to whites back in mesolithic
Identity Attack0.45348886
Insult0.17486192
Profanity0.08613731
Threat0.04718852
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.182 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
Identity Attack0.46050715
Insult0.2469859
Profanity0.04266402
Threat0.011327368
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.411 Fear_Threat
Sep 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Identity Attack0.40883094
Insult0.30797598
Profanity0.040910475
Threat0.008401625
Severe Toxicity0.01644827
Moderate 0.37751234 Low Con 0.201
Oct 2, 2025 IRCC Names India in Study …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning Canadian government policies and why immigration authorities are asleep at the wheel as visas and permits expire and people overstay their visits. Quality of Canadian YT content is being run into the sewage by creators like you.
Identity Attack0.11396073
Insult0.39297962
Profanity0.032894265
Threat0.008349842
Severe Toxicity0.009994507
Moderate 0.37751234 Constructive 0.512 Policy_Critique
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
hopefully, Canada has closed this program. No more people from India.
hopefully, Canada has closed this program. No more people from India.
Identity Attack0.48915586
Insult0.15698463
Profanity0.02392626
Threat0.017328756
Severe Toxicity0.018449519
Moderate 0.37751234 Low Con 0.287 Identity_Assertion
Oct 13, 2025 IRCC Names India in Study …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are changing in the wrong directions not only the immigration influx but total anti-Christian war, morality, family values, sexualization of children etc etc. its all gone to HELL !! This is not only about money and cheap labor, rather the NEW WORLD ORDER that the Western ELITES have implementing for decades. The same thing that's happening to us Canadians, it's happening to Americans, Britian, France, Spain, Italy, Germany and most of our G20 group because they all agreed to this globalization, and neoliberal policies. Now that my children graduated, I have moved them to an east European country where all my values and beliefs are still intact. I will be leaving Canada soon with a very sad heart, in my mind I will keep the Canada that I once loved. THIS IS ALL PLANNED it's not a mistake !! The countries in EU that don't allow for mass immigrants are being targeted, sanctioned, fined in the billions and are forcing to oust the governments ( Hungary, Slovakia, Poland etc )!! Government wants racial hearted and that's why it allows things that aggravates the Canadians...it's all about control and fear, they want us te fear each other !! If Canadian government wanted a high birth rate than it should have given the money that they spend on new immigrants to Canadian mothers in order to stay home and have more kids. Many countries have birth incentives for more than 2 children, countries that are nowhere economically on the Canadian level. Simply as I said, this is about globalization !!!
Identity Attack0.28034934
Insult0.2838064
Profanity0.25001678
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Aug 26, 2025 Why Canadians Are Turning Against …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand what happening right now. No one in Canada (except maybe Albertans) want to live in your fascist dictatorship.
Identity Attack0.19100772
Insult0.40243408
Profanity0.027410502
Threat0.0070164283
Severe Toxicity0.007972717
Moderate 0.37751234 Constructive 0.507 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when …
Please mention as North Indians we South Indians are not frauds we are well educated and hold good positions.. even my husband came to Canada in student visa i came there on dependent visa… when the visa expired we returned back to India… stop telling on the whole…. Mention as North Indians, actually these hindi speaking people are frauds even in India. If India seperates as north and south I will support…. These North Indians are bringing down the country’s name….
Identity Attack0.45610145
Insult0.3388922
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.015673593
Moderate 0.37751234 Constructive 0.638
Sep 29, 2025 IRCC Names India in Study …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store and most other common spaces, people speak Punjabi, not English. Truly horrible what happened to what was once such an awesome country and the worst part of it is, nobody, no policy maker will ever face justice for the cultural destruction they have caused. Sometimes though, I think, maybe Canada and Canadians dug their own grave. They/we voted in Liberal leadership time and time and time again, even when we saw our country being destroyed, in front of our very eyes.
Identity Attack0.36702603
Insult0.34237885
Profanity0.26098207
Threat0.01101667
Severe Toxicity0.021031776
Moderate 0.37694603 Constructive 0.712 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking …
The immigrant voices (those who were vetted appropriately and who came to become Canadian citizens, with respect for the culture of Canada) are powerful and impactful and bear so much weight. Thank you for speaking out, brothers and sisters. You are correct, I am not upset with immigrants per se, but am frustrated with how leaky and inept the government has been with their slack policies. I have been in public parks and watched as non-English speaking immigrants leave their trash littering a park! Where they do not respect personal space. I want to live with people who are interested in being Canadian and respect the cultural values and norms of Canadian citizens, NOT those who plan to come in and take over. Come on, guy who said Muslims are going to take over Canada. How well received do you thing that will be?! I have Muslim and Indian friends and they are not like this idiot.
Identity Attack0.2808415
Insult0.40243408
Profanity0.07482228
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.37694603 Constructive 0.852 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Not missing just somewhere in small town of Canada working and living illegally. These insects just invading creating more insects dumping it in orphanages
Not missing just somewhere in small town of Canada working and living illegally. These insects just invading creating more insects dumping it in orphanages
Identity Attack0.22063516
Insult0.40243408
Profanity0.050680235
Threat0.011482717
Severe Toxicity0.01644827
Moderate 0.37694603 Low Con 0.25
Sep 28, 2025 1 likes IRCC Names India in Study …
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the …
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the island even Burnaby has changed it uses to be peaceful and now it's full of crime and I was born there! I no longer live there and everything has changed my old home gone😢 the beautiful trees gone😢 and like you said the issue with the price hike freaking killing us on disability, my family all adults have to buy noodles which if you have heartburn issues is a no no but it's cheap and the 1 thing we can afford but iits cause us to need the doctor to give us medication for heartburn. The good food like rice is almost 3 dollars a bag in knorrs that gives you 1 meal.. we can't afford that, hence why we go to snack isle because you could get a 3 dollar snack that will last you way longer than the other.. I'm always worrying.
Identity Attack0.21470967
Insult0.344702
Profanity0.21673056
Threat0.038911607
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.876 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
These fake students and work permit holder eating Canadian jobs. What is government doing???.the only way to servive Canadian to leave the Canada.😢😢😢😢😢
These fake students and work permit holder eating Canadian jobs. What is government doing???.the only way to servive Canadian to leave the Canada.😢😢😢😢😢
Identity Attack0.2816105
Insult0.36709076
Profanity0.027137227
Threat0.010032792
Severe Toxicity0.012833111
Moderate 0.37694603 Moderate Con 0.324
Oct 13, 2025 IRCC Names India in Study …
Too late. Quebec and Ontario killed Canada. Bravo
Too late. Quebec and Ontario killed Canada. Bravo
Identity Attack0.25140062
Insult0.15840563
Profanity0.024062896
Threat0.38377953
Severe Toxicity0.019998873
Moderate 0.37694603 Low Con 0.25
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
5 million needs to be kicked out from Canada , and then everything will be ok .
5 million needs to be kicked out from Canada , and then everything will be ok .
Identity Attack0.36273825
Insult0.15485314
Profanity0.041912504
Threat0.34926313
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.147 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
The problem isn't Indian people coming to Canada, its Indian people turning Canada into India...
Identity Attack0.48990932
Insult0.16195811
Profanity0.028093686
Threat0.0077025536
Severe Toxicity0.014576134
Moderate 0.37694603 Low Con 0.21
Sep 18, 2025 8,055 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't …
Thank you for doing this video, Canada should be the best country in the world. Canada is arguably the best place on Earth geographically, but just like every government in the world right now, isn't handing anything appropriately or even objectively being managed in a sensible way. however, you saying "greatest country in the world" instead of "USA" every time, is probably why people think you're racist and mocking other societies. I defended your India poop video because it was clear you weren't saying that all Indians live in filth like people claimed you were. But again, referencing the US as the best or greatest is just condescending and portentous. Now I'm not your Dad, say and do whatever you want, I'm still enjoying the content. Just saying being more humble and remembering the many problems the US has and how many self-inflicted 3rd world issues it places on itself, would be wise.
Identity Attack0.29035977
Insult0.36798462
Profanity0.2366394
Threat0.010472948
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.798 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The one who are destroying Canada are the ones running the govt , the TRUE criminals are the ones who voted for them. Let’s create a homeland security, deport the illegals. Let’s clean up Canada
The one who are destroying Canada are the ones running the govt , the TRUE criminals are the ones who voted for them. Let’s create a homeland security, deport the illegals. Let’s clean up Canada
Identity Attack0.32768643
Insult0.34135336
Profanity0.023789622
Threat0.079364374
Severe Toxicity0.016964722
Moderate 0.37694603 Low Con 0.176
Aug 25, 2025 Why Canadians Are Turning Against …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Indians pay more taxes more law abiding than Pakistanis. We work hard respect the law here. There are some misguided youth who indulge in misconduct but very few smalll percentage 🇨🇦🇨🇦🇨🇦🇨🇦🇮🇳🇮🇳🇮🇳 Indi Canadians respect Canada …
Indians pay more taxes more law abiding than Pakistanis. We work hard respect the law here. There are some misguided youth who indulge in misconduct but very few smalll percentage 🇨🇦🇨🇦🇨🇦🇨🇦🇮🇳🇮🇳🇮🇳 Indi Canadians respect Canada but some racists don’t like Indians getting prosperous by the sweat of our brow😂😂😂
Identity Attack0.40447855
Insult0.2659317
Profanity0.035148825
Threat0.00823333
Severe Toxicity0.013672344
Moderate 0.37576625 Constructive 0.638
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else …
It ain't an invasion. Canada depends on immigrants to maintain our population. The land who makes up Canada was originally stolen, so as a white Canadian, we have no right to decide where someone else can live. Everyone should be welcomed and supported here, regardless of their race, ethnicity, sex, faith, gender, sexuality, and physical or mental differences. The only People who don't belong in Canada are those who have given in to racism, bigotry, and hate.
Identity Attack0.39966375
Insult0.28791866
Profanity0.022423252
Threat0.008466354
Severe Toxicity0.013091337
Moderate 0.37576625 Constructive 0.653 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Nothing is ever done in CANADA, WE WERE robed, abused and gashlighted by Justin Trudeau and their liberals, they stolen money with both hands and nothing done, Carney is dong same, and worse.. send students …
Nothing is ever done in CANADA, WE WERE robed, abused and gashlighted by Justin Trudeau and their liberals, they stolen money with both hands and nothing done, Carney is dong same, and worse.. send students back, withdraw visas from those that used fraud to enter Cabada!
Identity Attack0.12735364
Insult0.40189892
Profanity0.06295506
Threat0.017846745
Severe Toxicity0.01393057
Moderate 0.37576625 Moderate Con 0.363 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Hey man in nike black shirt shame of you local citizen in Canada are having your Indian Fatigue.
Hey man in nike black shirt shame of you local citizen in Canada are having your Indian Fatigue.
Identity Attack0.36702603
Insult0.34237885
Profanity0.052934792
Threat0.008919456
Severe Toxicity0.015609037
Moderate 0.37576625 Low Con 0.289 Identity_Assertion
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Can u leave Canada please take your bs back to USA 🙏🙏🙏
Can u leave Canada please take your bs back to USA 🙏🙏🙏
Identity Attack0.19100772
Insult0.36537176
Profanity0.19893537
Threat0.009877442
Severe Toxicity0.017093835
Moderate 0.37576625 Low Con 0.269 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Most Punjabi people are connected with bad activities in Brampton and Surrey. And those both places are the most worst places of Canada.
Identity Attack0.42615733
Insult0.26957804
Profanity0.030389199
Threat0.007922632
Severe Toxicity0.012833111
Moderate 0.37576625 Moderate Con 0.405 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.