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: "There was not a need …" 2,035 comments · Page 69 of 82
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
Identity Attack0.014852738
Insult0.013820915
Profanity0.01128734
Threat0.0062396824
Severe Toxicity0.0011348724
Low Tox 0.036634352 Moderate Con 0.357 Question
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
So people in Canada who need disability have to wait longer because the other people who coming here are getting help first . Not fair .
So people in Canada who need disability have to wait longer because the other people who coming here are getting help first . Not fair .
Identity Attack0.018671319
Insult0.016556932
Profanity0.009434202
Threat0.0060098954
Severe Toxicity0.0009393692
Low Tox 0.036634352 Constructive 0.517
May 23, 2019 52 likes How much do refugees and …
The biker guy need own medal🎉
The biker guy need own medal🎉
Identity Attack0.004920715
Insult0.018516673
Profanity0.012482914
Threat0.007262398
Severe Toxicity0.0012493134
Low Tox 0.036162965 Low Con 0.287 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Canada already has a homeless, housing, crime crisis. We don't need to make it worse.
Canada already has a homeless, housing, crime crisis. We don't need to make it worse.
Identity Attack0.013244915
Insult0.016708933
Profanity0.009852652
Threat0.007249452
Severe Toxicity0.0011730194
Low Tox 0.036162965 Moderate Con 0.44
Jan 5, 2026 92 likes Migrants cross into Canada near …
Not anywhere near high enough. 100% REMIGRATION rate is needed now. Canada is full.
Not anywhere near high enough. 100% REMIGRATION rate is needed now. Canada is full.
Identity Attack0.016259583
Insult0.011958904
Profanity0.010587076
Threat0.007068211
Severe Toxicity0.0012874603
Low Tox 0.03592727 Moderate Con 0.309
Dec 24, 2025 Deportations From Canada at Their …
Next you need to come to North Carolina. We have the same problem.
Next you need to come to North Carolina. We have the same problem.
Identity Attack0.015053716
Insult0.01306091
Profanity0.010723713
Threat0.006874025
Severe Toxicity0.00096797943
Low Tox 0.035691574 Moderate Con 0.337 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Need more interesting Videos
Need more interesting Videos
Identity Attack0.008509507
Insult0.011768902
Profanity0.026180768
Threat0.010783645
Severe Toxicity0.0031471252
Low Tox 0.03545588 Moderate Con 0.345 Meta_Commentary
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
United States needs to follow this as well 😂
United States needs to follow this as well 😂
Identity Attack0.008953481
Insult0.012566907
Profanity0.02167175
Threat0.009411395
Severe Toxicity0.0021076202
Low Tox 0.03545588 Low Con 0.154
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Canada soon gonna need a Doland Trump
Canada soon gonna need a Doland Trump
Identity Attack0.010433395
Insult0.014580919
Profanity0.013849284
Threat0.00866054
Severe Toxicity0.0018978119
Low Tox 0.035220183 Low Con 0.122
Sep 22, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
Identity Attack0.01766643
Insult0.011844902
Profanity0.013336895
Threat0.006420923
Severe Toxicity0.0011777878
Low Tox 0.035220183 Low Con 0.245
Aug 6, 2019 1 likes How much do refugees and …
It was all Trudeau. He still needs to pay.
It was all Trudeau. He still needs to pay.
Identity Attack0.0023863618
Insult0.019032324
Profanity0.009801413
Threat0.008440462
Severe Toxicity0.0011301041
Low Tox 0.035220183 Low Con 0.151 Policy_Critique
Sep 13, 2025 Why Canadians Are Turning Against …
They need a moritorium for 5 years. These numbers are just a drop in the bucket
They need a moritorium for 5 years. These numbers are just a drop in the bucket
Identity Attack0.0026823445
Insult0.015948927
Profanity0.013576009
Threat0.0077802283
Severe Toxicity0.0010824203
Low Tox 0.034984488 Low Con 0.137 Policy_Critique
Jan 6, 2026 1 likes New rules, regulations take effect …
All the comments prove, canada deserves and needs more Bramptons and surreys.
All the comments prove, canada deserves and needs more Bramptons and surreys.
Identity Attack0.009915425
Insult0.01640493
Profanity0.011902207
Threat0.008440462
Severe Toxicity0.0018596649
Low Tox 0.034748793 Moderate Con 0.421 Fear_Threat
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Identity Attack0.005771666
Insult0.014504919
Profanity0.012277958
Threat0.0077284453
Severe Toxicity0.0012779236
Low Tox 0.034748793 Moderate Con 0.393 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Where you at Wes Jett. Your countrymen need you
Where you at Wes Jett. Your countrymen need you
Identity Attack0.0062526376
Insult0.015340924
Profanity0.01265371
Threat0.0074954215
Severe Toxicity0.0015735626
Low Tox 0.034513097 Moderate Con 0.394 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
This proof that India just needs the Canada system over there and they will be fine
This proof that India just needs the Canada system over there and they will be fine
Identity Attack0.022188433
Insult0.013402912
Profanity0.0147374235
Threat0.007068211
Severe Toxicity0.0016498566
Low Tox 0.034513097 Low Con 0.125
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth …
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth rate similar to Sudan. It strained our education, health care and prevented young people from getting jobs. We are a nation that welcomes immigration, but it cannot be at a level beyond our capacities.
Identity Attack0.014048826
Insult0.013896915
Profanity0.01261955
Threat0.006977591
Severe Toxicity0.0010251999
Low Tox 0.034277402 Constructive 0.764 Moral_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. …
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. We need to stand up eventually.
Identity Attack0.009434453
Insult0.012680908
Profanity0.011902207
Threat0.0078449575
Severe Toxicity0.0011539459
Low Tox 0.034041706 Moderate Con 0.472
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
Time to shut the gates and look better after our own who need more help than ever before
Time to shut the gates and look better after our own who need more help than ever before
Identity Attack0.0037922803
Insult0.013478912
Profanity0.012243799
Threat0.008505191
Severe Toxicity0.0011920929
Low Tox 0.034041706 Moderate Con 0.356
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Identity Attack0.011839314
Insult0.011730902
Profanity0.010125926
Threat0.007586042
Severe Toxicity0.0010633469
Low Tox 0.034041706 Low Con 0.29 Question
Dec 31, 2025 Deportations From Canada at Their …
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Let's goooo🎉🎉🎉🎉🎉 🔥🇨🇦 awesome vid Canada needs ice
Identity Attack0.008398513
Insult0.010970897
Profanity0.019690514
Threat0.009411395
Severe Toxicity0.002746582
Low Tox 0.033806015 Moderate Con 0.318
Jan 27, 2026 Inside Canada's Indian Invasion...
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Identity Attack0.008583503
Insult0.012338906
Profanity0.010792031
Threat0.008764107
Severe Toxicity0.0014209747
Low Tox 0.033806015 Moderate Con 0.405 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.