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: "All of those people need …" 525 comments · Page 21 of 21
These people need to support native American and stop identity politics. Canada is a native American name.
These people need to support native American and stop identity politics. Canada is a native American name.
Identity Attack0.015154205
Insult0.011160898
Profanity0.009468361
Threat0.0063238298
Severe Toxicity0.0008201599
Low Tox 0.027324399 Moderate Con 0.47 Identity_Assertion
Feb 16, 2026 Canada's tighter immigration policy divides …
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The …
Guess what, people born in Canada are ALSO people and with the job shortages they need the jobs more than people who are able to spend thousands to fly half way around the world. The only "tragedy" will be the people who really NEED the jobs will once again have access to them..
Identity Attack0.008657498
Insult0.013364912
Profanity0.010706633
Threat0.0059095654
Severe Toxicity0.0008249283
Low Tox 0.02685301 Constructive 0.563 Moral_Argument
Nov 21, 2025 9 likes Quebec Ends Economic Immigration Program …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
Identity Attack0.003385304
Insult0.011122898
Profanity0.010604155
Threat0.0069516995
Severe Toxicity0.0008916855
Low Tox 0.025203144 Moderate Con 0.345
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Thank you for covering this. People need to wake up.
Thank you for covering this. People need to wake up.
Identity Attack0.0024233595
Insult0.012680908
Profanity0.010757872
Threat0.007197669
Severe Toxicity0.000834465
Low Tox 0.024849601 Moderate Con 0.387 Call_To_Action
Feb 26, 2026 37 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We need ICE like agents for these people.
We need ICE like agents for these people.
Identity Attack0.0031263188
Insult0.011844902
Profanity0.0108774295
Threat0.009204263
Severe Toxicity0.001411438
Low Tox 0.024613906 Low Con 0.202 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
We need people for future
We need people for future
Identity Attack0.007547563
Insult0.0107048955
Profanity0.016752819
Threat0.008815889
Severe Toxicity0.0018119812
Low Tox 0.02449606 Moderate Con 0.322
Nov 21, 2025 Thousands of refugees allowed into …
The gentleman on the bike is a real one. We need more people like him. God bless that man
The gentleman on the bike is a real one. We need more people like him. God bless that man
Identity Attack0.0036627878
Insult0.0114269
Profanity0.014190876
Threat0.008181547
Severe Toxicity0.0015068054
Low Tox 0.02308189 Constructive 0.534
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
It's about time considering there are over 500,000 thousand people ordered out of Canada and never showed up plus 600,000 that are undocumented in Canada more is needed
Identity Attack0.009360458
Insult0.010286893
Profanity0.009306105
Threat0.0063432488
Severe Toxicity0.00084877014
Low Tox 0.021785567 Constructive 0.504
Dec 28, 2025 1 likes Deportations From Canada at Their …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Canada needs to learn from Singapore on having max quotas on ethnic populations in any given area. They have people from everywhere, blending together.
Identity Attack0.011987305
Insult0.009393888
Profanity0.010177165
Threat0.0062979385
Severe Toxicity0.00084877014
Low Tox 0.02107848 Moderate Con 0.389 Comparative_Framing
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
We Canadians need to show the power of the people...
We Canadians need to show the power of the people...
Identity Attack0.009545447
Insult0.008633883
Profanity0.010706633
Threat0.0074048014
Severe Toxicity0.001115799
Low Tox 0.017969469 Moderate Con 0.386
Oct 3, 2025 1 likes Why Canadians Are Turning Against …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people to support the economy and tax system. You can’t have economic growth without population growth.
Identity Attack0.006511623
Insult0.00971689
Profanity0.009587918
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.017592486 Moderate Con 0.357 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the …
Well.. Arguably Nova Scotia had the advantage of being a eastern port with the potential to be greater GDP than Manhattan. Many people blame its zero or negative growth on restrictive immigration policy, whereas the USA pretty much just let everyone in. Mind you, nowadays you need to be making about $140,000 USD to survive as a renter in Manhattan, so - maybe it was the correct move.
Identity Attack0.0061046463
Insult0.009317887
Profanity0.009869732
Threat0.0060778605
Severe Toxicity0.00062942505
Low Tox 0.017089844 Constructive 0.557 Comparative_Framing
Jun 21, 2025 1 likes How Canada broke its immigration …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now today.
Identity Attack0.0034777985
Insult0.009906891
Profanity0.009716015
Threat0.0063432488
Severe Toxicity0.000705719
Low Tox 0.016838523 Constructive 0.518
Jan 8, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
Identity Attack0.002552852
Insult0.0072278744
Profanity0.00904991
Threat0.0063626673
Severe Toxicity0.00057697296
Low Tox 0.010429831 Moderate Con 0.47
Aug 25, 2025 Why Canadians Are Turning Against …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
It seems that tariffs and job shortages have limited the employment opportunities needed to help them. Additionally, they can't afford to hire people in this economy.
Identity Attack0.000049910817
Insult0.0001367917
Profanity0.00001741048
Threat0.000019344341
Severe Toxicity0.0000024342419
Low Tox 0.00031251422
Apr 17, 2025 3 likes
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for …
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for economical and social and integration reasons.
Identity Attack0.000064102234
Insult0.00011273673
Profanity0.000015791746
Threat0.0000211861
Severe Toxicity0.0000032512494
Low Tox 0.00027985268 Policy_Critique
Apr 16, 2025 3 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 2025

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.