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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

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Active: "You all are a new …" 862 comments · Page 17 of 35
Pure B/S ,the crime rates are up and i get a lot less than a refugee or new immigrant. More cbc propaganda.
Pure B/S ,the crime rates are up and i get a lot less than a refugee or new immigrant. More cbc propaganda.
Identity Attack0.10757765
Insult0.0806213
Profanity0.10425757
Threat0.007870848
Severe Toxicity0.0073623657
Low Tox 0.2312681 Moderate Con 0.374
Aug 24, 2019 How much do refugees and …
New world order baby hahaha fn enjoy
New world order baby hahaha fn enjoy
Identity Attack0.03223813
Insult0.0654725
Profanity0.17287734
Threat0.020436687
Severe Toxicity0.01806218
Low Tox 0.2312681 Low Con 0.225 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Do next one of how italians invaded new York in the 20th century
Do next one of how italians invaded new York in the 20th century
Identity Attack0.21668483
Insult0.04032305
Profanity0.03464781
Threat0.03787563
Severe Toxicity0.008621216
Low Tox 0.2312681 Low Con 0.222 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
Identity Attack0.27682206
Insult0.062150877
Profanity0.04216301
Threat0.008414571
Severe Toxicity0.0062561035
Low Tox 0.22980402 Constructive 0.518
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
canada is the new little india.
canada is the new little india.
Identity Attack0.21866
Insult0.082372494
Profanity0.024404489
Threat0.008116818
Severe Toxicity0.007286072
Low Tox 0.22445217 Low Con 0.216 Identity_Assertion
Sep 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
*Hey! I Love Indian folk. But don't bring what you left behind to a new country. That is not fair to that new country's culture and heritage. Assimilate or go back.*
Identity Attack0.23922618
Insult0.06512285
Profanity0.04892669
Threat0.010654188
Severe Toxicity0.008506775
Low Tox 0.22445217 Constructive 0.55 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Petition to make Brampton our new bomb testing zone
Petition to make Brampton our new bomb testing zone
Identity Attack0.030691283
Insult0.024768941
Profanity0.03690237
Threat0.2836219
Severe Toxicity0.013349563
Low Tox 0.22043827 Low Con 0.195
Dec 24, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
WHO CARES ABOUT THE NEW RULES. They can shove them wher the sun dont shine/
WHO CARES ABOUT THE NEW RULES. They can shove them wher the sun dont shine/
Identity Attack0.0014971786
Insult0.00687323
Profanity0.00048011023
Threat0.19434026
Severe Toxicity0.00004911148
Low Tox 0.21731353
Dec 8, 2025
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Indian influx? Brampton has been Indian since the late 90's. This isn't new. Lol
Indian influx? Brampton has been Indian since the late 90's. This isn't new. Lol
Identity Attack0.2308735
Insult0.06477321
Profanity0.038906425
Threat0.0077672824
Severe Toxicity0.005874634
Low Tox 0.21508642 Low Con 0.263 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
😂 canada has fallen, the old canada is dead. Accept it. The new canada resembles the way things are going with tim hortans
😂 canada has fallen, the old canada is dead. Accept it. The new canada resembles the way things are going with tim hortans
Identity Attack0.10221587
Insult0.08434689
Profanity0.02071529
Threat0.011767523
Severe Toxicity0.0065994263
Low Tox 0.21508642 Low Con 0.159 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Identity Attack0.20878418
Insult0.08508729
Profanity0.015557245
Threat0.009437286
Severe Toxicity0.004787445
Low Tox 0.21508642 Constructive 0.751 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
The women in green at 6 min, is the real migration Indian. The new lot just take, take & take.. and I’m a London, UK born Indian .
Identity Attack0.25817248
Insult0.06634661
Profanity0.02795705
Threat0.009592636
Severe Toxicity0.008430481
Low Tox 0.20839658 Moderate Con 0.491 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me parody Rudyard Kipling's infamous poem with a new title: "the Brown man's burden "
Let me parody Rudyard Kipling's infamous poem with a new title: "the Brown man's burden "
Identity Attack0.18235919
Insult0.061976057
Profanity0.051181246
Threat0.020264024
Severe Toxicity0.00667572
Low Tox 0.20705862 Low Con 0.24 Humor_Satire
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
India fatigue has reached new levels
India fatigue has reached new levels
Identity Attack0.18546575
Insult0.07016616
Profanity0.06495911
Threat0.013372798
Severe Toxicity0.008239746
Low Tox 0.20705862 Low Con 0.227 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Carnival carnies new world order government must be thrown out of power.
Carnival carnies new world order government must be thrown out of power.
Identity Attack0.04796442
Insult0.0654725
Profanity0.04065997
Threat0.07016479
Severe Toxicity0.0061798096
Low Tox 0.20705862 Low Con 0.084 Call_To_Action
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Canada was a new covenant monotheistic Christian nation.
Canada was a new covenant monotheistic Christian nation.
Identity Attack0.24293575
Insult0.06889887
Profanity0.019280603
Threat0.0064985976
Severe Toxicity0.0049591064
Low Tox 0.20242359 Low Con 0.157
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of …
25 years ago we immigrated to Canada. And I want to continue living in Canada, not in India or Palestine that iCanada is turning into due to domination of culture of new uncontrolled flow of migrants.
Identity Attack0.23391083
Insult0.06794841
Profanity0.014054239
Threat0.0071847234
Severe Toxicity0.005569458
Low Tox 0.20102765 Constructive 0.548 Identity_Assertion
Aug 25, 2025 11 likes Why Canadians Are Turning Against …
Against improper new liberal immigration policies/ socialist NWO WHO agenda!!!
Against improper new liberal immigration policies/ socialist NWO WHO agenda!!!
Identity Attack0.1007269
Insult0.0820023
Profanity0.017982552
Threat0.0074048014
Severe Toxicity0.004787445
Low Tox 0.20032968 Low Con 0.137
Aug 26, 2025 Why Canadians Are Turning Against …

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.