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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: "You should come to the …" 1,829 comments · Page 51 of 74
So Canadian officials are sleeping when such applications are coming to them. Why are you paying to ircc people? It means fake Asylum seekers are also coming and ircc officials are allowing them
So Canadian officials are sleeping when such applications are coming to them. Why are you paying to ircc people? It means fake Asylum seekers are also coming and ircc officials are allowing them
Identity Attack0.0543092
Insult0.06512285
Profanity0.013166099
Threat0.0069905366
Severe Toxicity0.0023937225
Low Tox 0.14082454 Low Con 0.242
Sep 30, 2025 IRCC Names India in Study …
The average Indian coming into the west are entitled and have some money.
The average Indian coming into the west are entitled and have some money.
Identity Attack0.13377325
Insult0.031146556
Profanity0.030138692
Threat0.008712323
Severe Toxicity0.004043579
Low Tox 0.14082454 Low Con 0.297 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will have Have a Billion people coming in and taking all the resources from the locals.
Identity Attack0.10221587
Insult0.032028005
Profanity0.015693882
Threat0.009048914
Severe Toxicity0.0032615662
Low Tox 0.13908891 Moderate Con 0.402 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad …
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad mannerisms from your country here. Food and fine arts culture is fine though.
Identity Attack0.06476828
Insult0.034341812
Profanity0.020168742
Threat0.006861079
Severe Toxicity0.0033569336
Low Tox 0.13908891 Constructive 0.638
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I was passed my test but only 6 questions was come from this video and also fill in blanks and true false as well come I got 18 out of 20
I was passed my test but only 6 questions was come from this video and also fill in blanks and true false as well come I got 18 out of 20
Identity Attack0.013244915
Insult0.025026767
Profanity0.054437835
Threat0.0104988385
Severe Toxicity0.005493164
Low Tox 0.13908891 Constructive 0.521
May 23, 2025 3 likes Canadian Citizenship Test 2025 – …
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Identity Attack0.04512853
Insult0.058475737
Profanity0.014839902
Threat0.00756015
Severe Toxicity0.0032424927
Low Tox 0.13908891 Low Con 0.292
Jan 4, 2026 1 likes Why Canadians Are Turning Against …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to …
In my country our most popular last name went from Smith/Brown for decades to Singh about 5 years ago. Can't go very many places where majority of staff are Indian especially if it comes to driving jobs and the driving ability has declined ten fold!
Identity Attack0.12556632
Insult0.03335018
Profanity0.01941724
Threat0.0075083673
Severe Toxicity0.0039863586
Low Tox 0.13908891 Constructive 0.599 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
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 …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
Identity Attack0.07591068
Insult0.032689095
Profanity0.015728042
Threat0.011379151
Severe Toxicity0.003414154
Low Tox 0.1373533 Constructive 0.611 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
Too many illegal asylum seekers coming in from the Quebec border sanctuary cities like Toronto, Brampton, Mississauga, Montreal, and the greater GTA
Too many illegal asylum seekers coming in from the Quebec border sanctuary cities like Toronto, Brampton, Mississauga, Montreal, and the greater GTA
Identity Attack0.10221587
Insult0.04207976
Profanity0.011594773
Threat0.006058442
Severe Toxicity0.0024414062
Low Tox 0.1373533 Moderate Con 0.332 Fear_Threat
Feb 24, 2026 8 likes 'We do know that there's …
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off …
Think about this what goes around comes around it doesn't matter if it takes a 50 years of 100 years the indigenous people felt the same way when when people came and run them off the land just a different time
Identity Attack0.06522302
Insult0.027218282
Profanity0.02249157
Threat0.06205949
Severe Toxicity0.0060272217
Low Tox 0.13561769 Constructive 0.501
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Identity Attack0.1444726
Insult0.033019636
Profanity0.022764845
Threat0.009126588
Severe Toxicity0.0048828125
Low Tox 0.13388206 Constructive 0.522 Humor_Satire
Oct 10, 2025 IRCC Names India in Study …
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)
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Identity Attack0.06294931
Insult0.04032305
Profanity0.01402008
Threat0.0101363575
Severe Toxicity0.0031089783
Low Tox 0.13388206 Low Con 0.283 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but I've looked it all up and yes if somebody wants to come here to America on a visa somebody hast to be willing to take care of them. But when somebody crosses the border that has no one here We pay for them. When Cuba had that hurricane all those people came here because they had nowhere to live they are citizens but yeah that's what you would call a refugee
Identity Attack0.08087392
Insult0.047349896
Profanity0.043165036
Threat0.008298059
Severe Toxicity0.0039482117
Low Tox 0.13388206 Constructive 0.806
Feb 15, 2020 How much do refugees and …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make happy others, i am working to pay bills, rent, cards, studies, and yeah to buy some food to continue to work to make happy others. Economic of this country is going in the toilet...we can't live decent anymore and hope to make true the dream of having a house or a car. And also, if you come in Quebec to work, there is no excuse to not learn french, QC government offer FREE classes, you pay nothing, just apply and go there and learn french and integrate in society. But, if you are lazy...well..than fuk off.
Identity Attack0.019977676
Insult0.06512285
Profanity0.030138692
Threat0.006757513
Severe Toxicity0.003376007
Low Tox 0.13388206 Constructive 0.631
Aug 30, 2025 Why Canadians Are Turning Against …
Why is it that all of us Canadians hate everything that's going on but we are all afraid to stand together and shout out and come together and do something about it
Why is it that all of us Canadians hate everything that's going on but we are all afraid to stand together and shout out and come together and do something about it
Identity Attack0.058401883
Insult0.039444692
Profanity0.022013342
Threat0.008686432
Severe Toxicity0.002784729
Low Tox 0.13388206 Moderate Con 0.462
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 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 …
You definitely need to come to the uk and report on the illegal immigration problems it's dangerous and would be great exposure!!!
You definitely need to come to the uk and report on the illegal immigration problems it's dangerous and would be great exposure!!!
Identity Attack0.08252834
Insult0.032248367
Profanity0.013439372
Threat0.008336896
Severe Toxicity0.0031089783
Low Tox 0.13041082 Constructive 0.648 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
i think the point is to bring people who actually are in poverty n can use better living, alot of newbies are coming from rich families lol
i think the point is to bring people who actually are in poverty n can use better living, alot of newbies are coming from rich families lol
Identity Attack0.04177703
Insult0.043250903
Profanity0.038906425
Threat0.0078449575
Severe Toxicity0.0038337708
Low Tox 0.13041082 Moderate Con 0.407 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
instead of pushing that movement in their own country they come to canada where theres no push back lol
instead of pushing that movement in their own country they come to canada where theres no push back lol
Identity Attack0.08170113
Insult0.03599453
Profanity0.019280603
Threat0.007301235
Severe Toxicity0.0030899048
Low Tox 0.13041082 Low Con 0.177
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live …
You should come and see the Canadian dream being sold to Punjabis here. Also watch the movie "Dunkee" and you'll all know how bad the desperation to move to the west, is. Btw i live in India and have no plans on migrating anywhere. It ain't great here but if we all keep leaving for greener pastures, it won't ever get better. We literally have a Visa temple in South India where people go to pray for their Visas to get approved. It's extremely sad honestly.
Identity Attack0.10221587
Insult0.04090862
Profanity0.015420608
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.12867521 Constructive 0.673 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
If somebody ask me to come to Canada? I will say, oh are you going to India?
If somebody ask me to come to Canada? I will say, oh are you going to India?
Identity Attack0.10221587
Insult0.02708937
Profanity0.021398475
Threat0.008582866
Severe Toxicity0.003929138
Low Tox 0.12867521 Moderate Con 0.381 Humor_Satire
Jan 26, 2026 1 likes 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.