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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 are insane in …" 158 comments · Page 6 of 7
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, …
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, they just don't care.
Identity Attack0.036105253
Insult0.086852804
Profanity0.0935729
Threat0.0103175985
Severe Toxicity0.0060272217
Low Tox 0.23379272 Constructive 0.555 Policy_Critique
Feb 28, 2026 Inside Canada's Indian Invasion...
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land …
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land mass! This is insanity!
Identity Attack0.06613251
Insult0.1378885
Profanity0.024814399
Threat0.0066798385
Severe Toxicity0.0032234192
Low Tox 0.23343207 Moderate Con 0.343 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This is INSANE!
This is INSANE!
Identity Attack0.0032743104
Insult0.0838533
Profanity0.06746418
Threat0.007961469
Severe Toxicity0.005493164
Low Tox 0.2330714 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Self declaration?! Omg, this is insane. Is this how the Hamas operatives got in? Was just listening to MP Michelle Rempel talk about this.
Identity Attack0.026810925
Insult0.1505596
Profanity0.028640235
Threat0.007922632
Severe Toxicity0.004005432
Low Tox 0.22712809 Moderate Con 0.346
Nov 25, 2025 4 likes Thousands of refugees allowed into …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
insane refresh pull
insane refresh pull
Identity Attack0.0058456613
Insult0.08030447
Profanity0.14313951
Threat0.008362788
Severe Toxicity0.007019043
Low Tox 0.21107252 Moderate Con 0.347 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
insane refresh pull
insane refresh pull
Identity Attack0.0058456613
Insult0.08030447
Profanity0.14313951
Threat0.008362788
Severe Toxicity0.007019043
Low Tox 0.21107252 Moderate Con 0.347 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere …
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere forcing their way in and everyone is driving like 5mph - that’s like every Montreal on-ramp…
Identity Attack0.078392304
Insult0.123407245
Profanity0.033645786
Threat0.0077284453
Severe Toxicity0.0044059753
Low Tox 0.2043827 Constructive 0.548
Jan 27, 2026 Inside Canada's Indian Invasion...
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Identity Attack0.0031818156
Insult0.14874944
Profanity0.035649836
Threat0.0065115434
Severe Toxicity0.002117157
Low Tox 0.2028889 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
İnsan ırkını melezleştirip saf ırkları yok etmek amacıyla Siyonistler tarafından planlanan bir durum. Aynısını Amerika'da Türkiye'de kanadada İngiltere'de gibi yerlerde görebiliriz.
Identity Attack0.17459276
Insult0.083112895
Profanity0.054938845
Threat0.016465442
Severe Toxicity0.0127685545
Low Tox 0.20195828 Moderate Con 0.303 Unverified_Claim
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
They need to end immigration from non-European countries. Look at what is happening across Europe, in countries like Sweden. It's an insane experiment that should have never taken place.
Identity Attack0.1444726
Insult0.0670459
Profanity0.024951037
Threat0.011068452
Severe Toxicity0.0044059753
Low Tox 0.20126031 Moderate Con 0.382 Policy_Critique
Oct 2, 2025 10 likes IRCC Names India in Study …
Because of all the immigration young Canadians cant afford homes, rent or grocery’s. Supply has diminished and the demand has gone way up! Its insane! Colleges were taking foreign students over Canadians. Bussiness will only …
Because of all the immigration young Canadians cant afford homes, rent or grocery’s. Supply has diminished and the demand has gone way up! Its insane! Colleges were taking foreign students over Canadians. Bussiness will only hire immigrants because the government subsidizes their wages. This has caused wages to stagnate. Our “Amazing free healthcare system” is way overburdened and Canadians are dying because of it. Canada is not what it used to be..
Identity Attack0.10221587
Insult0.08558089
Profanity0.018529098
Threat0.007974415
Severe Toxicity0.0049209595
Low Tox 0.200795 Constructive 0.522
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Insane refresh pull
Insane refresh pull
Identity Attack0.0050317086
Insult0.070799805
Profanity0.11477985
Threat0.00789674
Severe Toxicity0.005493164
Low Tox 0.1883923 Moderate Con 0.335 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This …
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This country has changed so much. I am at a loss. We need to speak out our opinions. I have lived here all over Canada, all my life. Why can we open up the the immigration doors when we did not have the infrastructure. It was insane. It hurt the original Canadians. The migrants are treated special. There should not be kickbacks. The govt has created this racism by giving immigrants priviliges
Identity Attack0.10221587
Insult0.083112895
Profanity0.02836696
Threat0.008000307
Severe Toxicity0.0038719177
Low Tox 0.1798404 Constructive 0.8 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Mandatory fingerprints?? That’s insane!
Mandatory fingerprints?? That’s insane!
Identity Attack0.0005555718
Insult0.0915151
Profanity0.011458352
Threat0.0013941413
Severe Toxicity0.000017619303
Low Tox 0.17809878
Dec 10, 2025
It is insane to implement policies which benefit some while negatively impacting a large sector of the population.
It is insane to implement policies which benefit some while negatively impacting a large sector of the population.
Identity Attack0.004920715
Insult0.0820023
Profanity0.05243378
Threat0.006641001
Severe Toxicity0.0019741058
Low Tox 0.17371799 Moderate Con 0.321 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students just want to enjoy life, have kids in the far future, and they don't really care about family ties like these cultures do. They'll be tight with their parents but barely know their cousins or uncles. They'll be in their late 30s finally looking to get married and have kids, which is just not realistic biologically. 45 is the average age for menopause, and you see symptoms of menopause happen before then. Not rare to see a woman get perimenopausal symptoms at age 40. Meanwhile these Asians get married "young" (normal age back in the day), and they plan their future around their family's growth. Can't really blame it on immigration when other nations like Japan and Korea don't see a huge immigrant population from South Asia and still show insanely low birth rates for the locals, because they follow the secular societal standard of having one kid so you can enjoy life. South Asians could be living in a shack and still have 5 kids. We make fun of that in the west, and now our population is on a nosedive.
Identity Attack0.15945168
Insult0.06442356
Profanity0.03915693
Threat0.008492245
Severe Toxicity0.005645752
Low Tox 0.165053 Constructive 0.796
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity. When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to …
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity. When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to put throughout their home while I’m there because I’m an entitled POS. 😅
Identity Attack0.012139536
Insult0.0720671
Profanity0.046922635
Threat0.010835429
Severe Toxicity0.0044822693
Low Tox 0.1641865 Moderate Con 0.434 Humor_Satire
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
Identity Attack0.009101473
Insult0.08508729
Profanity0.02249157
Threat0.0066668927
Severe Toxicity0.0020694733
Low Tox 0.16043124 Constructive 0.674 Policy_Critique
Jan 19, 2026 3 likes 2.9 million Canadian temporary visas …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. …
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. Bringing in parents and grandparents is not economically sustainable - It was an insane proposal.
Identity Attack0.0029783275
Insult0.086852804
Profanity0.017026093
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.15711457 Constructive 0.558
Jan 20, 2026 Why Canada’s immigration system has …
Who wants to go to that insane country anyway… cancelled all my planned trips and booked for safer friendlier vacations for me and my family…
Who wants to go to that insane country anyway… cancelled all my planned trips and booked for safer friendlier vacations for me and my family…
Identity Attack0.0025317399
Insult0.09501593
Profanity0.0042056353
Threat0.00073700456
Severe Toxicity0.0000146315515
Low Tox 0.15666963 Fear_Threat
Dec 7, 2025 12 likes
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...
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 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.