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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

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

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Active: "…… just ruined it for …" 300 comments · Page 11 of 12
Canada has been entirely ruined because of them.
Canada has been entirely ruined because of them.
Identity Attack0.09245483
Insult0.086852804
Profanity0.021808386
Threat0.015602129
Severe Toxicity0.0050354004
Low Tox 0.23812068 Low Con 0.221 Fear_Threat
Oct 1, 2025 42 likes Inside Canada's Indian Metropolis (Brampton)
Stop complaining about minorities and start confronting your own government that's actually ruining your country! Where's your journalistic integrity?
Stop complaining about minorities and start confronting your own government that's actually ruining your country! Where's your journalistic integrity?
Identity Attack0.04203484
Insult0.12159709
Profanity0.015318131
Threat0.009437286
Severe Toxicity0.0037765503
Low Tox 0.23739935 Low Con 0.252 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so …
Canadian culture used to be the best culture but liberal government and recent migrants have ruined Canadian culture. Liberal policies have ruined jobs /justice system and freedom of speech and cost of living. Its so sad
Identity Attack0.21470967
Insult0.089778624
Profanity0.013405213
Threat0.008440462
Severe Toxicity0.0045394897
Low Tox 0.23739935 Moderate Con 0.471
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Identity Attack0.1064171
Insult0.10294484
Profanity0.024677763
Threat0.010265815
Severe Toxicity0.0060653687
Low Tox 0.2359567 Moderate Con 0.453 Personal_Narrative
Oct 1, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out …
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out us through university with their labour jobs and taught us Indian culture while they learned Canadian culture. These new students are ruining the reputation that my parents generation had built
Identity Attack0.27914262
Insult0.082619295
Profanity0.019212283
Threat0.008039144
Severe Toxicity0.0052261353
Low Tox 0.23523538 Constructive 0.578
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's …
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's your time to work else they will ruin your land as they ruined here
Identity Attack0.19495805
Insult0.07745308
Profanity0.016889455
Threat0.012906751
Severe Toxicity0.005455017
Low Tox 0.23451406 Constructive 0.616 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
we miss the Canada we grew up in. Its gone.. The liberal government has ruined us.
we miss the Canada we grew up in. Its gone.. The liberal government has ruined us.
Identity Attack0.07921951
Insult0.13607834
Profanity0.017367685
Threat0.010628296
Severe Toxicity0.0032806396
Low Tox 0.23271075 Moderate Con 0.409 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
My life has been ruined as a millennial! I won’t even have a career with a Canadian graduate study degree. 😢
Identity Attack0.18158256
Insult0.070799805
Profanity0.020168742
Threat0.010447056
Severe Toxicity0.0059509277
Low Tox 0.23271075 Moderate Con 0.39 Personal_Narrative
Oct 27, 2025 IRCC Names India in Study …
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at …
what ruined the immigration system are the immigrants> My first job in Canada was demolishing houses for Teperman Demolition and I started two days after arrival. Today, I potentially would arrive, get high stay at home government wages to support me indefinitely. What good would I have been to Canada?
Identity Attack0.22707681
Insult0.07555214
Profanity0.012892825
Threat0.007961469
Severe Toxicity0.005455017
Low Tox 0.22980402 Constructive 0.634 Personal_Narrative
Feb 20, 2026 1 likes LILLEY UNLEASHED: The fall of …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
Thanks to Trudeau for ruining Canada. Now, can Carney fix it? Nah
Thanks to Trudeau for ruining Canada. Now, can Carney fix it? Nah
Identity Attack0.018470341
Insult0.1378885
Profanity0.012517073
Threat0.012647836
Severe Toxicity0.003566742
Low Tox 0.22311419 Low Con 0.177 Policy_Critique
Dec 4, 2025 Inside Canada's Indian Metropolis (Brampton)
They have ruined our nation. Canada needs ICE.
They have ruined our nation. Canada needs ICE.
Identity Attack0.027011903
Insult0.083359696
Profanity0.018734055
Threat0.03856628
Severe Toxicity0.005683899
Low Tox 0.21374844 Low Con 0.269
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Don't worry we will vote for the same government again that has been ruining Canada for 10 years 😂😂
Identity Attack0.02138452
Insult0.11616662
Profanity0.015181494
Threat0.011405042
Severe Toxicity0.0035095215
Low Tox 0.21107252 Low Con 0.254 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Thank Trudeau for ruining Canada. And what Canadian did again, voted for Carny who was the financial advisor. You make the math.
Identity Attack0.04177703
Insult0.12702756
Profanity0.01265371
Threat0.009722093
Severe Toxicity0.003604889
Low Tox 0.21107252 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
I live in Canada, that's so true... It ruined Canada
I live in Canada, that's so true... It ruined Canada
Identity Attack0.11860296
Insult0.06459839
Profanity0.02126184
Threat0.014738814
Severe Toxicity0.0046920776
Low Tox 0.20973456 Constructive 0.541 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
INs doing their best to ruin things for all international students, speed run, any %
INs doing their best to ruin things for all international students, speed run, any %
Identity Attack0.04564415
Insult0.071433455
Profanity0.041912504
Threat0.018710058
Severe Toxicity0.005760193
Low Tox 0.20572066 Moderate Con 0.302
Nov 27, 2025 IRCC Names India in Study …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 2025 How much do refugees and …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Canadian secret service are no joke (CSIS) why are they allowing this to go down? They could easily track down these guys ruining our country.
Identity Attack0.033784978
Insult0.11797678
Profanity0.017162729
Threat0.012803185
Severe Toxicity0.0034332275
Low Tox 0.20172562 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
Youve just all the niche for your own yearly income a begining niche of this land was upper class youve ruined angelos niche by producing it what gah
Youve just all the niche for your own yearly income a begining niche of this land was upper class youve ruined angelos niche by producing it what gah
Identity Attack0.009249465
Insult0.08533409
Profanity0.039407436
Threat0.007197669
Severe Toxicity0.004386902
Low Tox 0.20172562 Low Con 0.178 Meta_Commentary
Jan 6, 2026 New rules, regulations take effect …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
They ruined Canada Because of them real citizens are leaving
They ruined Canada Because of them real citizens are leaving
Identity Attack0.068465814
Insult0.0777699
Profanity0.018187506
Threat0.013113883
Severe Toxicity0.0048446655
Low Tox 0.200795 Low Con 0.22 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The most dangerous part is when they go into politics. That´s when you know your ethnicity is ruined.
The most dangerous part is when they go into politics. That´s when you know your ethnicity is ruined.
Identity Attack0.109318495
Insult0.056719027
Profanity0.033144772
Threat0.018364733
Severe Toxicity0.004463196
Low Tox 0.20009702 Low Con 0.238
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism …
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism ruined Canada.
Identity Attack0.08252834
Insult0.0810151
Profanity0.014122557
Threat0.00899713
Severe Toxicity0.0027656555
Low Tox 0.19124292 Moderate Con 0.45 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …

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.