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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: "If you move to another …" 40 comments · Page 2 of 2
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon …
it was about 5 years ago i had some 'car scene buddies' with nothing better to do so apparently they took up the hobby (for the summer) of calling out pan handlers in canada saskatoon sk. the lady they exposed wore (whatever nationality) robes , a visible minority. they observed you exiting a new bmx suv (male driver). once they called her out she moved to another location where they recognized and exposed her again. diversity is not our strength, liberals saying "we're all immigrants" is ignorant. my ancestors and all those who came before, came to canada with nothing. no federal financial assistance, no housing, no hand outs. just sent west to undeveloped and unpopulated lands. the pioneers that came and built canada to what it is today lived in poverty in extreme conditions and worked themselves to the bone to provide for their families and build and settle canada. these new 'invaders' are not the same as the pioneers who built and shaped canada
Identity Attack0.09824528
Insult0.08484049
Profanity0.024472807
Threat0.008453408
Severe Toxicity0.0039482117
Low Tox 0.17631748 Constructive 0.646 Identity_Assertion
Dec 20, 2025 Why Canadians Are Turning Against …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this …
Isn't it ironic that the Indian ladies excuse to leave there homeland if because of lack of opportunity but by moving to another country they are taking opportunity away from the natives, how does this solve the problem
Identity Attack0.1769227
Insult0.039737478
Profanity0.024062896
Threat0.008077981
Severe Toxicity0.0045776367
Low Tox 0.1693855 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
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...
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)
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid in cash, leading to tax evaluation. So they were able to save more... They were able to buy a bigger house for cheaper basically. New immigrants move to Brampton probably cause it easier. They don't need to assimilate as much as they sued to. They can speak their own language, not have to learn another, etc. You can actually see certain immigrant groups take to certain cities for the reasons above. Vaughn is Italian, Etobicoke was multi cultural, now Somalian(last I visited), sauga is Arab, etc The universities are a big scam, and the govt is part of it. They don't care cause they get money.... People create these fake colleges and bring in students. Students have "online" classes and so they don't actually go in . In Canada ur allowed to work 20 hours as a student, but all work more under the table. And yes. As a Punjabi, there is too many Indians. It was too many when I left. Worse now.. don't even like visiting Canada anymore unless I go to Barrie or something.
Identity Attack0.08500996
Insult0.033239998
Profanity0.016342908
Threat0.0069516995
Severe Toxicity0.0026893616
Low Tox 0.11036996 Constructive 0.761 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. All but the Indians I encountered treated me well, to the indians I was another competition for their piece of land (so as to say). I unfortunately didn't settle in Canada due to some family emergency and had to come back to India for good, but on hind sight I think it was for the best, considering how bad the situation is in Canada. If one migrates to another country they should assimilate in the existing culture so that they can keep alive the very soul of the land they moved to, not try to make it another India...
Identity Attack0.10221587
Insult0.033570543
Profanity0.026044132
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.10913446 Constructive 0.818 Personal_Narrative
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even being chosen. They were starting bidding wars over apartments. Paying way more than asked. That's what drove the rent cost through the roof! I have a friend who has been staying at motel for months now trying to find a place. He was turned down for a place with a cosigner that makes 100k a year! It needs to stop!
Identity Attack0.0048837173
Insult0.033570543
Profanity0.019895468
Threat0.0072882893
Severe Toxicity0.001783371
Low Tox 0.07371122 Constructive 0.748 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already …
As an Indian I'd say it's cheap to move to another country for economic benefits... it's like extracting wealth from another country and their people. If one really likes some country then they should already have enough money to live and support themselves.
Identity Attack0.04280826
Insult0.019354604
Profanity0.019348921
Threat0.0067963502
Severe Toxicity0.0017166138
Low Tox 0.06025757 Constructive 0.614
Aug 25, 2025 12 likes Why Canadians Are Turning Against …
Why move to another country and then make it just like the country you left??
Why move to another country and then make it just like the country you left??
Identity Attack0.01274247
Insult0.016784932
Profanity0.012346277
Threat0.0065697995
Severe Toxicity0.0014400482
Low Tox 0.050326355 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
There are lots of programs across Canada, if Quebec doesn't many French and English speakers can move to another province easily. I don't understand the protest. As a migrant, I believe we don't need to …
There are lots of programs across Canada, if Quebec doesn't many French and English speakers can move to another province easily. I don't understand the protest. As a migrant, I believe we don't need to protest the host country of their migration
Identity Attack0.025404079
Insult0.013212911
Profanity0.010160086
Threat0.006207318
Severe Toxicity0.00096797943
Low Tox 0.038048524 Constructive 0.791 Policy_Critique
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 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.