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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: "Is there anyone here who …" 351 comments · Page 9 of 15
You can't blame anyone because of drug addicts and homelessness.
You can't blame anyone because of drug addicts and homelessness.
Identity Attack0.019374741
Insult0.15485314
Profanity0.021808386
Threat0.007598988
Severe Toxicity0.003376007
Low Tox 0.2191003 Moderate Con 0.326
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Anyone coming here to having a baby or 90 day, find someone and get married for a small fee.
Identity Attack0.04822223
Insult0.06023245
Profanity0.04141149
Threat0.02440793
Severe Toxicity0.007133484
Low Tox 0.20705862 Moderate Con 0.377 Advertisement_Spam
Jan 6, 2026 1 likes Deportations From Canada at Their …
Respect immigrants and their culture.Do not love the world or the things in the world. If anyone loves the world, the love of the Father is not in him" (1 John 2:15). This verse warns …
Respect immigrants and their culture.Do not love the world or the things in the world. If anyone loves the world, the love of the Father is not in him" (1 John 2:15). This verse warns against worldly desires, which are not from God.
Identity Attack0.23542951
Insult0.046178754
Profanity0.025634222
Threat0.0077284453
Severe Toxicity0.0060272217
Low Tox 0.2043827 Moderate Con 0.472
Aug 25, 2025 Why Canadians Are Turning Against …
When will anyone mention that we did not need to school food programs before. Food banks were not overwhelmed and closed because no one could afford to donate, and we sure as hell didn’t have …
When will anyone mention that we did not need to school food programs before. Food banks were not overwhelmed and closed because no one could afford to donate, and we sure as hell didn’t have real Canadians taking from a food bank, when they knew they didn’t need it!
Identity Attack0.030949092
Insult0.07491849
Profanity0.20916378
Threat0.007145886
Severe Toxicity0.005569458
Low Tox 0.20312156 Constructive 0.568
Jan 13, 2026 Canada’s new rules in 2026
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it was all India even the signs in Indian and I really felt like an alien as everyone looked at me like I was not from this planet lol not to offend anyone but I won't be back any time soon.
Identity Attack0.18235919
Insult0.0654725
Profanity0.13608865
Threat0.011379151
Severe Toxicity0.010223389
Low Tox 0.2028889 Constructive 0.678 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
Identity Attack0.17614605
Insult0.06459839
Profanity0.037904397
Threat0.0078449575
Severe Toxicity0.005340576
Low Tox 0.2028889 Moderate Con 0.36
Nov 28, 2021 How much do refugees and …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Anyone who is NOT a citizen, who commits a drug or violent crime, should get deported period.
Anyone who is NOT a citizen, who commits a drug or violent crime, should get deported period.
Identity Attack0.022791367
Insult0.06459839
Profanity0.01941724
Threat0.1319513
Severe Toxicity0.005569458
Low Tox 0.20172562 Low Con 0.15 Policy_Critique
Feb 18, 2026 343 likes Canadian immigration officers investigating hundreds …
This is why you never give citizenship to ANYONE. Learn form Middle East
This is why you never give citizenship to ANYONE. Learn form Middle East
Identity Attack0.116281845
Insult0.061276767
Profanity0.017572641
Threat0.007353018
Severe Toxicity0.004634857
Low Tox 0.20126031 Low Con 0.136 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Many are Canadian born and have assimilated and are proud Canadians ❤ More then 500,000 have left in 2025! The economy is healing. Cant blanket hate anyone who has indian ancestory.
Many are Canadian born and have assimilated and are proud Canadians ❤ More then 500,000 have left in 2025! The economy is healing. Cant blanket hate anyone who has indian ancestory.
Identity Attack0.23391083
Insult0.056133457
Profanity0.018734055
Threat0.0076766624
Severe Toxicity0.004348755
Low Tox 0.20126031 Constructive 0.735 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
I have SERIOUS indian fatigue. Anyone else?
I have SERIOUS indian fatigue. Anyone else?
Identity Attack0.18313584
Insult0.054962315
Profanity0.0569429
Threat0.010705971
Severe Toxicity0.006790161
Low Tox 0.20102765 Moderate Con 0.426 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Identity Attack0.10221587
Insult0.107333586
Profanity0.029460056
Threat0.008686432
Severe Toxicity0.005493164
Low Tox 0.20102765 Constructive 0.595 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as …
The problem is, Canadian govt called too many..and that's all for money. Coming as a student needs lifetime savings. For anyone who doesn't know, it take upwards of $50k dollar to come to Canada as a student And that's for those diploma mill colleges. And students need an Extra 20k , often more to pay the remaining fee for next year, which means they have to work no matter what. This is why you see Indians working everywhere. Anyone saying there are too many Indians, well its because you are too greedy for that money
Identity Attack0.18235919
Insult0.081261896
Profanity0.025770858
Threat0.007586042
Severe Toxicity0.005455017
Low Tox 0.200795 Constructive 0.514 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Identity Attack0.1808059
Insult0.0573046
Profanity0.029596692
Threat0.03787563
Severe Toxicity0.006904602
Low Tox 0.200795 Moderate Con 0.421
Nov 21, 2025 26 likes Quebec Ends Economic Immigration Program …
" DELETE CHAT.DON'T TELL THIS TO ANYONE". "OK".
" DELETE CHAT.DON'T TELL THIS TO ANYONE". "OK".
Identity Attack0.013043936
Insult0.031697463
Profanity0.05393682
Threat0.04363242
Severe Toxicity0.009765625
Low Tox 0.200795 Moderate Con 0.303 Humor_Satire
Jan 27, 2026 256 likes Inside Canada's Indian Invasion...
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
BAN ANYONE THAT CANNOT PASS AN ENGLISH TEST NOW- A Test delivered Verbally or in Writing!
Identity Attack0.05976611
Insult0.03885912
Profanity0.019758832
Threat0.03304107
Severe Toxicity0.0059890747
Low Tox 0.20032968 Low Con 0.092 Call_To_Action
Feb 24, 2026 'We do know that there's …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe …
For anyone who doesn't know this already Taqiyya (or taqiyyah) is an Islamic legal, primarily Shia, concept allowing Muslims to conceal their faith or outwardly conform to a different religion when under threat of severe persecution, injury, or death
Identity Attack0.20680901
Insult0.042665333
Profanity0.07482228
Threat0.13532294
Severe Toxicity0.009155273
Low Tox 0.19939905 Moderate Con 0.409 Unverified_Claim
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s …
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s that expire to see if anyone is actually leaving. They don’t even try to adapt or conform to laws, society nor culture. Immigration without assimilation is an invasion. We are tired of this, send them back.
Identity Attack0.14019285
Insult0.071116626
Profanity0.013849284
Threat0.009644418
Severe Toxicity0.0052261353
Low Tox 0.1991664 Moderate Con 0.442 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa lately? Just use Ottawa as a cusp. that’s how Canada is right now there’s no room for anyone! Hospitals are overcrowded, rent is too high, homes are too expensive. Food is too high because we have too many people in Canada. Shipped them all back to where they came from and higher Canadian workers!
Identity Attack0.094936445
Insult0.08434689
Profanity0.026590679
Threat0.008505191
Severe Toxicity0.0059127808
Low Tox 0.19504376 Constructive 0.522
Sep 30, 2025 2 likes IRCC Names India in Study …
And they have NO RESPECT!!!! FOR ANYONE OR ANYTHING.
And they have NO RESPECT!!!! FOR ANYONE OR ANYTHING.
Identity Attack0.008028535
Insult0.0654725
Profanity0.020988565
Threat0.0077025536
Severe Toxicity0.0041770935
Low Tox 0.19029272 Low Con 0.214
Aug 28, 2025 20 likes Why Canadians Are Turning Against …
Do your job while issuing visas. Don't give visas to just anyone. It makes genuine students and good immigrants look bad.
Do your job while issuing visas. Don't give visas to just anyone. It makes genuine students and good immigrants look bad.
Identity Attack0.11047905
Insult0.06634661
Profanity0.01579636
Threat0.0070164283
Severe Toxicity0.002632141
Low Tox 0.18649188 Moderate Con 0.424 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
Identity Attack0.21075934
Insult0.054376744
Profanity0.03489832
Threat0.007909686
Severe Toxicity0.005760193
Low Tox 0.18459146 Moderate Con 0.446
Oct 13, 2025 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.