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: "But really, why do they …" 567 comments · Page 20 of 23
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - …
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - really u people need to teach ur people
Identity Attack0.0026823445
Insult0.021997316
Profanity0.011577694
Threat0.006039023
Severe Toxicity0.00084400177
Low Tox 0.040925518 Moderate Con 0.434 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Identity Attack0.0015354111
Insult0.020966014
Profanity0.012277958
Threat0.0059613483
Severe Toxicity0.0007534027
Low Tox 0.039462693 Low Con 0.277 Question
Sep 27, 2025 452 likes IRCC Names India in Study …
Please, Bike Guy, tell us what you _really_ think!
Please, Bike Guy, tell us what you _really_ think!
Identity Attack0.0032743104
Insult0.019419061
Profanity0.016616182
Threat0.006835188
Severe Toxicity0.0012779236
Low Tox 0.039226998 Low Con 0.27 Meta_Commentary
Feb 16, 2026 Inside Canada's Indian Invasion...
found your channel via this video in my suggested while i was working.... really well put together video... i subed and il share. appreciate you making this content... far to few people out there arent …
found your channel via this video in my suggested while i was working.... really well put together video... i subed and il share. appreciate you making this content... far to few people out there arent awake to what the future is going to be like.
Identity Attack0.010951365
Insult0.013440913
Profanity0.026454043
Threat0.012130005
Severe Toxicity0.0030326843
Low Tox 0.038991302 Constructive 0.662
Sep 10, 2025 5 likes Why Canadians Are Turning Against …
Look up literally any video of the roads in india and then really consider how dangerous it is. Parents with their teens just starting out driving must be seriously considering moving
Look up literally any video of the roads in india and then really consider how dangerous it is. Parents with their teens just starting out driving must be seriously considering moving
Identity Attack0.020279141
Insult0.013858915
Profanity0.017777596
Threat0.008427517
Severe Toxicity0.001745224
Low Tox 0.038991302 Low Con 0.259 Comparative_Framing
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent …
I do love canada and its culture. Even as a immigrant I had a blessing to be in a country that welcomed people. Now its getting to worst part of being that welcoming. In recent years I have seen and felt the humiliation I even faced even after becoming PR of this country. That jobless problem is real, very real. PM carney has to do something really serious real fast or I don’t wanna say it, you got it by now. Tc fellas.
Identity Attack0.010655383
Insult0.018581128
Profanity0.01084327
Threat0.006550381
Severe Toxicity0.001077652
Low Tox 0.03781283 Constructive 0.739 Personal_Narrative
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
Identity Attack0.008028535
Insult0.014314918
Profanity0.020920247
Threat0.009100696
Severe Toxicity0.0021266937
Low Tox 0.036870047 Constructive 0.635 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
the guy on the bike really expressed himself
the guy on the bike really expressed himself
Identity Attack0.0042547537
Insult0.014238917
Profanity0.016752819
Threat0.008285114
Severe Toxicity0.0015830994
Low Tox 0.036162965 Moderate Con 0.392 Meta_Commentary
Jan 27, 2026 1,550 likes Inside Canada's Indian Invasion...
That guy with the bike and helmet on is based af really...... love it.
That guy with the bike and helmet on is based af really...... love it.
Identity Attack0.0045322375
Insult0.015796926
Profanity0.016616182
Threat0.009074804
Severe Toxicity0.0019359589
Low Tox 0.035691574 Moderate Con 0.396 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I really hope the RCMP sees this video
I really hope the RCMP sees this video
Identity Attack0.009471451
Insult0.0113889
Profanity0.021466793
Threat0.012233571
Severe Toxicity0.0030326843
Low Tox 0.035220183 Moderate Con 0.446 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Good start, must continue or we'll be the UK really quick
Good start, must continue or we'll be the UK really quick
Identity Attack0.010581387
Insult0.012680908
Profanity0.018324144
Threat0.010447056
Severe Toxicity0.0023078918
Low Tox 0.035220183 Low Con 0.26 Comparative_Framing
Dec 24, 2025 14 likes Deportations From Canada at Their …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
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 …
I honestly really like Indian people. Very hardworking
I honestly really like Indian people. Very hardworking
Identity Attack0.023997234
Insult0.011958904
Profanity0.02249157
Threat0.009204263
Severe Toxicity0.00289917
Low Tox 0.034748793 Constructive 0.517 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
Identity Attack0.013345404
Insult0.013630914
Profanity0.011184863
Threat0.007637825
Severe Toxicity0.0015735626
Low Tox 0.034277402 Constructive 0.567
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
we need a criminal investigation on how this happened and who were really behind the decisions , WEF , elitists, Carney ?
we need a criminal investigation on how this happened and who were really behind the decisions , WEF , elitists, Carney ?
Identity Attack0.0045322375
Insult0.017088935
Profanity0.011577694
Threat0.0075083673
Severe Toxicity0.0009536743
Low Tox 0.03357032 Low Con 0.182
Jun 19, 2025 1 likes How Canada broke its immigration …
here in the netherlands is also going really quick
here in the netherlands is also going really quick
Identity Attack0.014249804
Insult0.011540901
Profanity0.022628209
Threat0.009877442
Severe Toxicity0.0024795532
Low Tox 0.033334624 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
All the people were being nice not saying what they really think.
All the people were being nice not saying what they really think.
Identity Attack0.0037737815
Insult0.014732921
Profanity0.014088398
Threat0.006822242
Severe Toxicity0.0010061264
Low Tox 0.03309893 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
this video really interviews a wide range of people
this video really interviews a wide range of people
Identity Attack0.009767435
Insult0.011084898
Profanity0.02433617
Threat0.009903334
Severe Toxicity0.0024795532
Low Tox 0.032863233 Moderate Con 0.351
Sep 18, 2025 91 likes Inside Canada's Indian Metropolis (Brampton)
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like they are mainly going after refugee claimants, but there are similarly large, if not larger, numbers of TFWs and international "students" (who are not really students) with expired visas.
Identity Attack0.014450782
Insult0.012756908
Profanity0.010296722
Threat0.006382086
Severe Toxicity0.0008869171
Low Tox 0.032863233 Constructive 0.683
Dec 30, 2025 Deportations From Canada at Their …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.