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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: "Cry about it" 158 comments · Page 5 of 7
Instead of crying, elect a anti immigrant government asap
Instead of crying, elect a anti immigrant government asap
Identity Attack0.36702603
Insult0.24835461
Profanity0.027000591
Threat0.011482717
Severe Toxicity0.010299683
Moderate 0.3389984 Low Con 0.211
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
westerners after invading half of the world now complaining about immigration. cry about it lmfao
westerners after invading half of the world now complaining about immigration. cry about it lmfao
Identity Attack0.2823795
Insult0.16195811
Profanity0.15724123
Threat0.021645326
Severe Toxicity0.01825585
Moderate 0.3389984 Low Con 0.127
Jan 27, 2026 Inside Canada's Indian Invasion...
cry baby
cry baby
Identity Attack0.026609946
Insult0.15556364
Profanity0.18909787
Threat0.13815513
Severe Toxicity0.021548226
Moderate 0.3389984 Moderate Con 0.37
Jan 27, 2026 Inside Canada's Indian Invasion...
So old invaders are crying hard 😅
So old invaders are crying hard 😅
Identity Attack0.19298288
Insult0.24928534
Profanity0.12158839
Threat0.020436687
Severe Toxicity0.016771052
Moderate 0.3389984 Low Con 0.185 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from …
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from personal experience how great my adopted country was! However, not everything was rosy! I saw and experienced the "not-in-your-face" anti-black racism, whether politically, socially, and most def in the employment market! At the same time, the establisment (read white folks) was busy encouraging & promoting east indians to take up leadership roles in all spheres of the society, thus making them the "model minority" in the country! This mess was bound to happen, and in the end, this is what got us here! My feeling is that white canada is totally responsible for this, and they should stop crying on TV, roll up their sleeves, and clean up the mess! Peace Out!
Identity Attack0.3817989
Insult0.20434737
Profanity0.12991914
Threat0.012751401
Severe Toxicity0.016512826
Moderate 0.32919475 Constructive 0.744 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when you are natives if you're not don't cry
Identity Attack0.36702603
Insult0.16795322
Profanity0.030639706
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.32182294 Moderate Con 0.462
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is India cry more xD
Canada is India cry more xD
Identity Attack0.29188538
Insult0.16897665
Profanity0.08904689
Threat0.013165667
Severe Toxicity0.015802706
Moderate 0.30539915 Low Con 0.238 Humor_Satire
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us …
I cry every time I see my fellow Canadians living in tents, jobless , homeless, without doctors and hungry. We really need a break and compassion from what our own government has done to us with this out of control insane mass immigration / invasion.
Identity Attack0.23542951
Insult0.24928534
Profanity0.020578653
Threat0.008789998
Severe Toxicity0.0077056885
Moderate 0.30502358 Constructive 0.541
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Every invaders crying in comments 😂😂😂 this is showing how they are successful in there! Jealousy at the peak 📈🔥
Every invaders crying in comments 😂😂😂 this is showing how they are successful in there! Jealousy at the peak 📈🔥
Identity Attack0.07177465
Insult0.1823172
Profanity0.08064143
Threat0.0113014765
Severe Toxicity0.0118255615
Moderate 0.3047732 Low Con 0.126 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Identity Attack0.10221587
Insult0.25998658
Profanity0.045419596
Threat0.008362788
Severe Toxicity0.008621216
Low Tox 0.295883 Constructive 0.51 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
First was Canadian invasion by Europeans now they crying😂😂😂
First was Canadian invasion by Europeans now they crying😂😂😂
Identity Attack0.2949366
Insult0.08434689
Profanity0.027820412
Threat0.010214032
Severe Toxicity0.011291504
Low Tox 0.29039988 Low Con 0.154 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
Love seeing Canadian cry over them being taken over. They are descendent from French, British rulers that enslaved and colonized other nations.
Love seeing Canadian cry over them being taken over. They are descendent from French, British rulers that enslaved and colonized other nations.
Identity Attack0.2816105
Insult0.15343215
Profanity0.01941724
Threat0.011508608
Severe Toxicity0.008735657
Low Tox 0.2854869 Low Con 0.276
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire …
This guy is just jealous that Indian Immigrants are the highest earning community in both US and Canada. Indians earn way more than avg American or Canadian or even any other immigrant community. The entire video was stretched just to find one reason to show Indians are bad, but sadly you failed to show whats really wrong. People are living peacefully without disturbing anyone. Most of them are legal immigrants. Stop giving visas if you don’t want immigrants. Stop crying and compete with them if you have the potential.
Identity Attack0.2783691
Insult0.17610447
Profanity0.038655918
Threat0.009126588
Severe Toxicity0.008850098
Low Tox 0.28548008 Moderate Con 0.496 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into …
I personally know ppl who got into Canada on fake docs as a student, signed up for some bogus, dumbed down course and after getting his work permit and PR, his GF has gotten into Canada the same way, taking advantage of Canada's corrupt immigration system that is full of loopholes to exploit. Colleges are crying after their "lost revenue, Don't feel sorry for any of them! They are already rich from the international students whom paid triple tuition, while your daughter can't get into a college. The IRCC needs to STOP issuing work permits and residency to international students. Once graduated, needs to go back home..
Identity Attack0.08004672
Insult0.24928534
Profanity0.04742365
Threat0.0072882893
Severe Toxicity0.0066375732
Low Tox 0.28425202 Constructive 0.615 Personal_Narrative
Sep 29, 2025 51 likes IRCC Names India in Study …
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the …
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the same color of blood, cry the same salty tasting tears, sweat the same as others etc This when the only apparent true difference is that we all have a slightly to stronger <<nuance/shade/skin tone>> of brown. Why brown? Well, in the beginning, God took some earth from the ground and formed HUMAN KIND. Oh! Isn't Earth kind of having various teints of brown? YEAH! same weat different shades/skin tone.
Identity Attack0.28034934
Insult0.15343215
Profanity0.09098661
Threat0.010938995
Severe Toxicity0.013091337
Low Tox 0.28312725 Constructive 0.666
Aug 26, 2025 Why Canadians Are Turning Against …
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
WHEN THOSE PEOPLE CRY IT NOURISHES MY SOUL
Identity Attack0.021083053
Insult0.06302499
Profanity0.099305905
Threat0.075531214
Severe Toxicity0.015415368
Low Tox 0.2763787 Low Con 0.26 Humor_Satire
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and …
I agree with the comments of the immigrant contributors. You come here for a better life, that’s why you left your country. Now that you’re here, you refuse to integrate with this country’s rules and way of life. You bring your religion with you and that fine BUT, practice it in your places of worship and not force it down our throats. Further, don’t try to change our culture by crying foul every time you don’t get your way. The politicians have to change their corrupt ways of cater for a vote and uphold the values, rules and laws of this country…..unfortunately it may be too late. The media is fueling the immigrant hate by not addressing some facts. Facts like these jobs that they want now were looked down upon by the residents as being beneath them. The immigrants took those jobs at minimum wage, dirty menial jobs that you did not want. Now that the job market is almost non-existent, you’re complaining about no jobs. The jobs would have been yours if you didn’t think it was beneath you when it was available. The term that fits is “ snooze, you lose “.
Identity Attack0.18903255
Insult0.24171697
Profanity0.026317406
Threat0.0083886795
Severe Toxicity0.0062179565
Low Tox 0.27525392 Constructive 0.637
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 And if people want to UNDERSTAND why people from mostly Punjab move to Canada, they need to learn history. The short version is - Sikh Regiment, business in the 19th and 20th century. For a longer version why the migration exploded in the late 20th and 21st century, the seeds were sown back in the early 20th century - Brits favouring a handful of Khalistanis to weaken Indian National movement before Indian Independence (read Sanjiv Sanyal’s book - “Revolutionaries”) and keep the Jewel (India) in the crown. Post the assassination of Indian PM Indira Gandhi by the Khalistani Terrorists (concentrated in Punjab) in 1984 and the Indian government crackdown on them - many found refuge in Canada aided by Pakistan’s Intelligence Service Agency and off course the USA and Canada 🫡🫡🫡 Indian government repeatedly pleaded the West to hand over the terrorists but surprise surprise, the West wants to use these elements to keep India in check and support its ally Pakistan. Fast forward, Khalistani sympathisers (Khalistan was a violent separatist movement in Punjab)find their refuge in Canada. Their relatives move in shortly and encourage others from Punjab to do so. Why ?? To build the base for Khalistan movement in Canada against India (all this being supported by the West while India cries its lungs out) 😢😢😢. Canada becomes a mini Punjab for the Khalistani terrorists/sympathisers. The Punjabi culture takes root courtesy of the Khalistanis - brings in more migration. Fast forward to today, the movement is now a tsunami with people from Punjab moving in large numbers. Why ? Because of the Khalistan movement, Punjab got destroyed economically (it was the richest state in India) as a result people are forced to move out. And the best place is their second Punjabi 🫣🫣 ie. Khalistani homeland Canada.
Identity Attack0.2816105
Insult0.12521741
Profanity0.026590679
Threat0.0091524795
Severe Toxicity0.008621216
Low Tox 0.26859093 Constructive 0.685 Comparative_Framing
Feb 11, 2026 4 likes Inside Canada's Indian Invasion...
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they …
"Without warning tightened immigration" The last 3 years of Trudeau's reign were Canadians, actual Canadians who can vote, screaming at Trudeau to cut the immigration numbers. Anyone angry about it is just pissed that they can't cry more since Carney isn't making a circus of the whole thing.
Identity Attack0.034816213
Insult0.24287975
Profanity0.10054382
Threat0.008505191
Severe Toxicity0.005493164
Low Tox 0.26859093 Moderate Con 0.486 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Crying when you only work 40h a week is crazy
Crying when you only work 40h a week is crazy
Identity Attack0.00621564
Insult0.16824563
Profanity0.11539881
Threat0.007832011
Severe Toxicity0.0045394897
Low Tox 0.2553839 Moderate Con 0.313 Humor_Satire
Aug 27, 2025 Why Canadians Are Turning Against …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world …
As a first nations canadian person im sick of hearing people cry about foreigners. Maybe my ancestors shouldn't have helped yours so i wouldnt have to listen to first world people cry about first world problems
Identity Attack0.18002926
Insult0.14874944
Profanity0.023584666
Threat0.0076119336
Severe Toxicity0.004749298
Low Tox 0.24763705 Moderate Con 0.477 Identity_Assertion
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Identity Attack0.17381613
Insult0.06794841
Profanity0.040910475
Threat0.033386398
Severe Toxicity0.010147095
Low Tox 0.23812068 Low Con 0.211
Aug 28, 2025 Why Canadians Are Turning Against …
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Identity Attack0.16373143
Insult0.1378885
Profanity0.022354934
Threat0.008466354
Severe Toxicity0.00667572
Low Tox 0.2359567 Low Con 0.212 Moral_Argument
Oct 11, 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.