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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: "It is so nice to …" 260 comments · Page 3 of 11
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from …
And we voted in the same D** liberal government that has been slowly ruining canada . I grew up voting liberal .I will never vote liberal again .we had a chance to stop this from happening but for some reason enough people voted the liberal party back in. We need to start speaking up and say what's on our minds.next time your in a store. restaurant and you can't understand the person working there say something to them .stop being nice and polite. Next election . DO NOT vote liberal
Identity Attack0.18468912
Insult0.4339631
Profanity0.4131548
Threat0.013476364
Severe Toxicity0.023176458
Moderate 0.45751464 Constructive 0.57
Aug 29, 2025 Why Canadians Are Turning Against …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
I'd rather have Indian neighbors. they're nice. the blacks though, majority of them are nice but when it's heavily black populated city, It's ghetto.
Identity Attack0.55044734
Insult0.34135336
Profanity0.2659008
Threat0.013528148
Severe Toxicity0.023599008
Moderate 0.45243698 Constructive 0.65 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
My Doctor was Indian she was a Quack .Retired and back to india nice canadian
Identity Attack0.46028158
Insult0.47384647
Profanity0.20483992
Threat0.008841781
Severe Toxicity0.023076924
Moderate 0.45090583 Moderate Con 0.42 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December …
its true immigrants get special treatment all the jobs housing money given two them me and my daughter where in housing and they kicked me and my 11 year old daughter on the street December problem family of 8 father works the mother get income support payment no I hate this its are country I'm indigenous from NWT immigrants get treatment get all the jobs get good home nice cars it most stop no more of this muslims are racist again people like me no more it's time you start thinking about us people born and raise indigenous I'm from HayRiver NWT
Identity Attack0.4907465
Insult0.37052566
Profanity0.15195307
Threat0.06238277
Severe Toxicity0.024725812
Moderate 0.4398409 Constructive 0.573 Personal_Narrative
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Identity Attack0.5135796
Insult0.24928534
Profanity0.12551236
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.499 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
That's nice many cities should be taken up by non-whites anyways they do less kids
That's nice many cities should be taken up by non-whites anyways they do less kids
Identity Attack0.5135796
Insult0.24928534
Profanity0.17803068
Threat0.045895394
Severe Toxicity0.023199933
Moderate 0.43475235 Moderate Con 0.341 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine getting replaced by people whose whole "culture" revolves around eating 💩. Cucknadians are too nice. Enjoy your kindness ❤
Imagine getting replaced by people whose whole "culture" revolves around eating 💩. Cucknadians are too nice. Enjoy your kindness ❤
Identity Attack0.2869935
Insult0.36798462
Profanity0.38845423
Threat0.012026439
Severe Toxicity0.023505108
Moderate 0.4269174 Low Con 0.259 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving cars with AK47 graphics, driving reckless with no care. As for becoming Canadian forget it, these people dump their trash on the streets like they are living in India.
Identity Attack0.44690517
Insult0.4339631
Profanity0.0913099
Threat0.010058682
Severe Toxicity0.019095084
Moderate 0.4269174 Constructive 0.579
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I …
I don't want my country to turn into India, nor Africa. I want to be able to buy a house and live peacefully in the country my ancestors built for the past 400 years. I might be Canadian, but i'm tired to play nice with invaders.
Identity Attack0.5039629
Insult0.2838064
Profanity0.06796519
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.564 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are …
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are insulting and emboldened to be just arrogant… and insulting.. Close the Borders..
Identity Attack0.37222284
Insult0.4339631
Profanity0.022218296
Threat0.009540852
Severe Toxicity0.012435913
Moderate 0.41910073 Moderate Con 0.393 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They are so nice wtf 😂
They are so nice wtf 😂
Identity Attack0.012340514
Insult0.13969865
Profanity0.5249258
Threat0.008311004
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.413 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Identity Attack0.5051609
Insult0.2735258
Profanity0.12991914
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.412 Identity Attack Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate …
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate violence against women. Indians are fine. I used to hang out with the Hare Krishnas and they were very nice people. Bonus: most Indians are vegetarian. 🙂
Identity Attack0.49855098
Insult0.24928534
Profanity0.08840031
Threat0.043955702
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.709 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he …
They trash their country and now they come here and do the same, they use and destroy everything true Canadian build. We Canadian are way too nice when the 40 year old "student" say he never had any discrimination this is part of the problem because I'm willing to bet my life that the vast majority of true Canadian can't stand them. Mark my word, hate will make a comeback for Indian and the race card will be use.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06495911
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.40891263 Constructive 0.508
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Canada is REAPING fruits of Supporting TERRORISTS from INDIA, namely KHALISTANI in the name of Freedom of Speech. What was Canadeans were expecting? Something NICE out of such SUPPORT? 😂😂😂
Identity Attack0.44690517
Insult0.36193377
Profanity0.026044132
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.40891263 Low Con 0.2
Aug 25, 2025 Why Canadians Are Turning Against …
1840s racism but won’t say severe case of mental retardation, nice.
1840s racism but won’t say severe case of mental retardation, nice.
Identity Attack0.33675182
Insult0.40698266
Profanity0.12035047
Threat0.011223801
Severe Toxicity0.019224197
Moderate 0.40614098 Low Con 0.084 Moral_Argument
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and services everywhere. This video is sad, and so anti-Canada.
Identity Attack0.2781757
Insult0.40975618
Profanity0.021330157
Threat0.008841781
Severe Toxicity0.012359619
Moderate 0.39842087 Moderate Con 0.336 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Move out !! Your ancestors invaded and tricked those who were nice to you 😅😅😅 Heres an idea: Try another one of your annexation situations.
Identity Attack0.11512129
Insult0.31740165
Profanity0.114160895
Threat0.04880493
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.196
Aug 29, 2025 Why Canadians Are Turning Against …
Indians are very nice ppl, you should be concerned with muslims
Indians are very nice ppl, you should be concerned with muslims
Identity Attack0.48915586
Insult0.18107465
Profanity0.14049543
Threat0.014220826
Severe Toxicity0.022452017
Moderate 0.3972142 Moderate Con 0.4 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets …
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets she'd blood once again like in the past. All you others, fight for your OWN COUNTRY!!
Identity Attack0.381025
Insult0.17610447
Profanity0.13256322
Threat0.34839883
Severe Toxicity0.02449106
Moderate 0.3969567 Constructive 0.507 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for …
Pakistan is spreading filth in Canada against its own country India by radicalizing even the very nice and good Sikh community, but we all have faith that Hindu and Sikh people will work only for the good of Canada.
Identity Attack0.46050715
Insult0.27558193
Profanity0.08096472
Threat0.011353259
Severe Toxicity0.022322904
Moderate 0.39231625 Constructive 0.568 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by …
Indians are very unclean people, doesn't mean some of them are nice, but they need to stay in their country and if they decided to move to another country, they should respect and follow by that country's rules. Canada is too nice to people, they should be strict to the foreigners.
Identity Attack0.46028158
Insult0.34101152
Profanity0.08064143
Threat0.008026198
Severe Toxicity0.021031776
Moderate 0.38811707 Constructive 0.595 Identity_Assertion
Jan 29, 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.