Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "It's 50 % now" 206 comments · Page 7 of 9
Stop bringing ppl here for awhile...bring 250000 over the next 50 yrs
Stop bringing ppl here for awhile...bring 250000 over the next 50 yrs
Identity Attack0.038167715
Insult0.020966014
Profanity0.01402008
Threat0.010162249
Severe Toxicity0.0031089783
Low Tox 0.10175867 Low Con 0.198
Jan 4, 2026 1 likes New rules, regulations take effect …
4:50 that guy on the bike totally described my doctor appointment but he was standing in the deli line
4:50 that guy on the bike totally described my doctor appointment but he was standing in the deli line
Identity Attack0.008028535
Insult0.023608726
Profanity0.029596692
Threat0.01052473
Severe Toxicity0.0038337708
Low Tox 0.10002319 Moderate Con 0.49 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
Identity Attack0.04951127
Insult0.020966014
Profanity0.01220964
Threat0.006576272
Severe Toxicity0.0019931793
Low Tox 0.09611836 Constructive 0.506 Personal_Narrative
Feb 17, 2026 93 likes LILLEY UNLEASHED: The fall of …
4:50 might be the funniest part of this vdieo 😂😂😂😂
4:50 might be the funniest part of this vdieo 😂😂😂😂
Identity Attack0.00828752
Insult0.019419061
Profanity0.041160982
Threat0.012026439
Severe Toxicity0.005722046
Low Tox 0.09525062 Low Con 0.232 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
In 50 years these people will be 100 million...they will own Canada. Canada is finished.
Identity Attack0.028886627
Insult0.023866551
Profanity0.012175481
Threat0.010472948
Severe Toxicity0.0026130676
Low Tox 0.09308127 Low Con 0.125 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Identity Attack0.0030338243
Insult0.027841117
Profanity0.024814399
Threat0.0067316215
Severe Toxicity0.0018596649
Low Tox 0.085582085 Low Con 0.204
Sep 22, 2018 How much do refugees and …
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
In future there will be 50% Indians MPs will be in parliament and prime minister will be an Indian
Identity Attack0.06749674
Insult0.019483518
Profanity0.020032106
Threat0.008764107
Severe Toxicity0.00289917
Low Tox 0.079250954 Low Con 0.159 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
4:50 This is literally every Canadian city, the outer suburbs are completely soulless, prioritizing quantity over quality. Although the older neighborhoods have the most crime, at least they have character in their design.
4:50 This is literally every Canadian city, the outer suburbs are completely soulless, prioritizing quantity over quality. Although the older neighborhoods have the most crime, at least they have character in their design.
Identity Attack0.019475231
Insult0.03158728
Profanity0.012038844
Threat0.0063238298
Severe Toxicity0.0014305115
Low Tox 0.07212844 Constructive 0.592 Policy_Critique
Oct 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Read Carnage's book. His globalist elitist philosophy will offshore all Canadians' resources to polluting countries whilst he puts mandates on Canadians to achieve his globalist net zero policies . He wants Canada's population to reach …
Read Carnage's book. His globalist elitist philosophy will offshore all Canadians' resources to polluting countries whilst he puts mandates on Canadians to achieve his globalist net zero policies . He wants Canada's population to reach 100 million within 50 years. Where do you, your children, and grandchildren fit in a Brookfield first policy.
Identity Attack0.011173353
Insult0.030595649
Profanity0.010535837
Threat0.007081157
Severe Toxicity0.0014209747
Low Tox 0.06896287 Moderate Con 0.409
Jun 19, 2025 1 likes How Canada broke its immigration …
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting …
Seriously you still don’t know why, try doing some research on the topic: how much international students pay as tuition fee. I read somewhere that it was about $50 billion. So when government is getting that much money why would they say no to immigrants.
Identity Attack0.03919895
Insult0.019419061
Profanity0.011714331
Threat0.0065180166
Severe Toxicity0.0014209747
Low Tox 0.067380086 Moderate Con 0.367
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ …
📖 Rapid Indian Immigration in Canadian Cities (0:00 - 2:10) ├─ 0:00 Racism and Stereotypes Against Indian Immigrants ├─ 0:32 Mass Migration of Indian Immigrants to Canada ├─ 1:00 Human Smuggling and Immigration Issues └─ 1:50 Immigration and Cultural Assimilation in Canada 📖 Impact of Indian Immigration on Local Communities (2:10 - 3:20) └─ 2:10 Impact of Indian Immigration on Local Communities 📖 Racial Tensions and Demographic Changes in Bmpton (3:20 - 4:38) ├─ 3:20 Racial Diversity and Demographic Changes └─ 3:58 Racial Tensions and Experiences in Multicultural Settings 📖 Racism and Xenophobia in Canadian Communities (4:38 - 6:09) ├─ 4:38 Racism and Xenophobia in Canadian Communities ├─ 5:14 Negative Views on Immigration and Cultural Differences └─ 5:49 Consequences of Demographic Replacement in Bmpton 📖 Driving Habits and Road Safety Concerns (6:09 - 7:30) ├─ 6:09 Distracted and Aggressive Driving in Canada ├─ 6:43 Poor Driving Habits in Canada └─ 7:04 Distracted Driving in Bmpton Residents 📖 Indian Immigration and Economic Impact (7:30 - 8:48) ├─ 7:30 Immigrant Experiences in Canada's Indian Community └─ 8:17 Rise of Ethnic Nationalism in Canada 📖 Hanuman Symbolism in Multicultural Communities (8:48 - 10:25) ├─ 8:48 Canada's Changing Demographics and Cultural Symbols ├─ 9:29 Earning Money through Mobile Games └─ 9:58 Making Money with Mobile Apps 📖 Punjabi Independence Movement and Human Smuggling (10:25 - 11:46) ├─ 10:25 Punjab Independence Movement and Kalistan ├─ 10:50 India's Economic and Political Challenges └─ 11:13 Human Smuggling Across the Canada-US Border 📖 Human Trafficking Sting Operation Setup (11:46 - 13:34) ├─ 11:46 Arranging a Pickup for Human Trafficking ├─ 12:20 Human Trafficking Sting Operation Risks and Preparations └─ 12:50 Human Trafficking and Kidnapping Fears and Preparations 📖 Human Trafficking through Student Visa Scams (13:34 - 14:49) 📖 Crossing the US-Canada Border Illegally (14:49 - 16:56) ├─ 14:49 Crossing the US-Canada Border Illegally ├─ 15:20 Crossing the Canadian Border Anxieties ├─ 15:50 Traveling to Canada in Winter └─ 16:18 Phone Theft and Harassment Tactics 📖 Crossing the Border Illegally with a Smuggler (16:56 - 18:21) ├─ 16:56 Crossing the Border Illegally in Canada ├─ 17:29 Smuggling Items Past Border Patrol └─ 17:53 Safety Concerns in Traveling to Canada 📖 Human Smuggling Operation in Canada (18:21 - 22:02) ├─ 18:21 Crossing the Border Illegally with Smugglers ├─ 19:04 Emergency Preparations and Safe Houses └─ 19:45 Human Smuggling Operations in Canada Exposed
Identity Attack0.06249457
Insult0.02212623
Profanity0.019690514
Threat0.0104988385
Severe Toxicity0.005302429
Low Tox 0.06500591 Constructive 0.543
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
The lady whose family immigrated to Canada 50 years ago: how do you have an accent?
Identity Attack0.013948337
Insult0.024768941
Profanity0.011253181
Threat0.0059128017
Severe Toxicity0.0012683868
Low Tox 0.063027434 Moderate Con 0.368 Humor_Satire
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age …
For the first group of 25000 Syrian refugees, many had very large families. As mentioned in the video, $50,000 depending on the number in the family, probably 8 or more, mostly children under the age of 17? Now add on the child care benefit. For each child under the age of 6 the family gets $6400 & those over the age of 6 to 17 they get $5400. So if you had 8 kids, 4 under the age of 6 equal to $25,600 & 4 over equal $21,600 & it's all tax free. Now add on subsidized housing, free health care, the one time setup housing money & the Government covered their transportation cost to Canada. Total $97,200, most of it tax free. Canadian Immigration Consultant considers this kind of family just above the poverty line. Remember this is just a scenario, but it does show the added benefit of our wonderful child care benefit for families.
Identity Attack0.025203101
Insult0.022448512
Profanity0.01627459
Threat0.0072106146
Severe Toxicity0.0022029877
Low Tox 0.061444655 Constructive 0.788
Apr 10, 2018 2 likes How much do refugees and …
lol that's not "slashing" , all those numbers should be below 50,000
lol that's not "slashing" , all those numbers should be below 50,000
Identity Attack0.0050687063
Insult0.01819439
Profanity0.02522431
Threat0.010369381
Severe Toxicity0.0022697449
Low Tox 0.058737632 Low Con 0.21
Jan 3, 2026 3 likes New rules, regulations take effect …
Who's responsible for this mess? Do we even have number of people living here without status? Asking to Canadian over 50 years old who didn't vote for change!
Who's responsible for this mess? Do we even have number of people living here without status? Asking to Canadian over 50 years old who didn't vote for change!
Identity Attack0.023796257
Insult0.022706337
Profanity0.01128734
Threat0.006433869
Severe Toxicity0.0013542175
Low Tox 0.057005897 Constructive 0.505
Jan 15, 2026 2.9 million Canadian temporary visas …
50 grand to set up there household, this goverment has to go!
50 grand to set up there household, this goverment has to go!
Identity Attack0.0045692353
Insult0.021803947
Profanity0.014190876
Threat0.008712323
Severe Toxicity0.0016212463
Low Tox 0.053295042 Low Con 0.183
Jul 4, 2022 2 likes How much do refugees and …
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
3:50 - you mispronounced "Singh Hortons" and I know the answer is ZERO
Identity Attack0.0047357255
Insult0.02103047
Profanity0.014498309
Threat0.0069905366
Severe Toxicity0.0014877319
Low Tox 0.05230548 Moderate Con 0.415 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Omg... $50k ... that’s a lot of cash folks.... Don’t forget asylum seekers have to be supported by our tax dollars this explains why we tax people so high... how can we morAlly justify taking …
Omg... $50k ... that’s a lot of cash folks.... Don’t forget asylum seekers have to be supported by our tax dollars this explains why we tax people so high... how can we morAlly justify taking more than 50% of peoples earning ... under any circumstances
Identity Attack0.016058605
Insult0.018967867
Profanity0.01402008
Threat0.0060778605
Severe Toxicity0.0014019012
Low Tox 0.051810697 Moderate Con 0.48
Oct 4, 2018 2 likes How much do refugees and …
I'm saying this as a Canadian in Alberta, I honestly have no idea what anyone is talking about, I see way more Chinese and Japanese people than anything else, but they've been here longer than …
I'm saying this as a Canadian in Alberta, I honestly have no idea what anyone is talking about, I see way more Chinese and Japanese people than anything else, but they've been here longer than my family by like 50 years 😂
Identity Attack0.041261412
Insult0.01625293
Profanity0.018255826
Threat0.006382086
Severe Toxicity0.0016975403
Low Tox 0.05131592 Constructive 0.592 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope …
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope something can be done before its too late! It breaks my heart not to see Canada as 50 years ago any more. 😢
Identity Attack0.033527173
Insult0.018967867
Profanity0.0098868115
Threat0.006602164
Severe Toxicity0.0014400482
Low Tox 0.05131592 Constructive 0.745
Aug 25, 2025 Why Canadians Are Turning Against …
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
The lady in green is the ones we want .the ones who've been here 50 years and up .the new ones gotta go man .
Identity Attack0.014048826
Insult0.019741343
Profanity0.014225035
Threat0.008919456
Severe Toxicity0.0020885468
Low Tox 0.051068526 Moderate Con 0.472
Nov 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So by 2027 throughout Canada there is a potential for 50,000 immmigrants seeing their citizenship potential removed and deportation proceedings starting. All this just to reduce the flood of immigrants which has increased crime rate, …
So by 2027 throughout Canada there is a potential for 50,000 immmigrants seeing their citizenship potential removed and deportation proceedings starting. All this just to reduce the flood of immigrants which has increased crime rate, homelessness, and health care crises across the nation.
Identity Attack0.033269364
Insult0.01465692
Profanity0.009519599
Threat0.007857903
Severe Toxicity0.0014781952
Low Tox 0.049089402 Constructive 0.52 Fear_Threat
Jan 20, 2026 Why Canada’s immigration system has …
50 000 dollars to set up household..they just cross illegally Canadian border, and already crossed 70 000 of them that is. 3 750 000 000...4 billion..who pays for that.?????????
50 000 dollars to set up household..they just cross illegally Canadian border, and already crossed 70 000 of them that is. 3 750 000 000...4 billion..who pays for that.?????????
Identity Attack0.021786476
Insult0.017485369
Profanity0.0108774295
Threat0.0067834044
Severe Toxicity0.0016880035
Low Tox 0.04834723 Moderate Con 0.374
Mar 25, 2019 1 likes How much do refugees and …
$50,000 !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
$50,000 !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Identity Attack0.005956655
Insult0.01313691
Profanity0.023721304
Threat0.0089712385
Severe Toxicity0.003528595
Low Tox 0.04711028 Moderate Con 0.398
Nov 9, 2018 1 likes How much do refugees and …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …

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.