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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 379 of 1230
I hate feeling like a tourist in my own country
I hate feeling like a tourist in my own country
Identity Attack0.32184324
Insult0.0813853
Profanity0.18294942
Threat0.008531082
Severe Toxicity0.012574885
Moderate 0.36095104 Moderate Con 0.393 Identity_Assertion
Feb 24, 2026 3 likes Inside Canada's Indian Invasion...
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should …
It is absolutely unacceptable that someone being paid over 300 thousand can't answer questions or follow along a basic conversation. Canadians are very sick and tired of the immigration system, paying for people who should be deported and all money towards Ukraine!! Enough is enough as us taxpayers are tapped out.
Identity Attack0.28034934
Insult0.34203702
Profanity0.023379711
Threat0.00967031
Severe Toxicity0.009689331
Moderate 0.36095104 Constructive 0.524 Policy_Critique
Feb 26, 2026 250 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
I’m a senior living on $25,000 a year. So if middle class is $55K …. How disgraceful to be a Canadian living in Poverty.
Identity Attack0.35299334
Insult0.3388922
Profanity0.022628209
Threat0.0071717775
Severe Toxicity0.01083374
Moderate 0.36095104 Moderate Con 0.469
Jan 4, 2026 3 likes New rules, regulations take effect …
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
Identity Attack0.2949366
Insult0.29855028
Profanity0.084844165
Threat0.011275585
Severe Toxicity0.01302678
Moderate 0.36095104 Moderate Con 0.367 Unverified_Claim
Oct 3, 2025 1 likes IRCC Names India in Study …
Many many immigrants should be sent back. PERIOD. There should be A FULL STOP ON IMMIGRATION. PERIOD!
Many many immigrants should be sent back. PERIOD. There should be A FULL STOP ON IMMIGRATION. PERIOD!
Identity Attack0.38445538
Insult0.0836065
Profanity0.028230323
Threat0.07016479
Severe Toxicity0.020386212
Moderate 0.36095104 Low Con 0.238
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
We wouldn't have any other option lmfao Now that's Haram .....Get them out Canada
We wouldn't have any other option lmfao Now that's Haram .....Get them out Canada
Identity Attack0.28034934
Insult0.24835461
Profanity0.124631
Threat0.021300001
Severe Toxicity0.018707745
Moderate 0.36095104 Low Con 0.287 Call_To_Action
Aug 29, 2025 Why Canadians Are Turning Against …
Importing the turd world 😮
Importing the turd world 😮
Identity Attack0.17303948
Insult0.27763805
Profanity0.29209393
Threat0.020436687
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.121 Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
WHY CANADA TOOOO SOFT TO ALLOW THEM AT FIRST, REMOVE THEM, PROSECUTE ILLEGALS.
Identity Attack0.37361985
Insult0.16751462
Profanity0.022286616
Threat0.31092548
Severe Toxicity0.02077355
Moderate 0.36095104 Low Con 0.191
Sep 28, 2025 IRCC Names India in Study …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this …
for me very hard to believe; this people living in the USA, get here, and no money?? WHY WE HAVE TO GAVE THEM EVERYTHING,??? what about our own people?? no food no money but this "HUMAN " get it , what they want, PLEASE GO HOMEEEEE!!!!!!!! we was a legal landed immigrant 1986 but we was working in SWITZERLAND then they kicked us out, we was honest, we told them , we have a money, from jan. _ may we had to show the Canadian ambassador how much money we have, and we got here but no help. only the English school and we was so happy, 3 years later we asking the citizenship and we got it, THANK YOU CANADA
Identity Attack0.3072352
Insult0.2735258
Profanity0.07482228
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.67
Mar 16, 2019 How much do refugees and …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively …
I have a large office building on the Gold Coast Australia. Recently we have been culturally enriched and now there are about 1/2 a dozen 'businesses' near me that offer 'training' in aged/disability services exclusively for immigrants. How lovely. Completely unrelated I am sure, but I have had to pay 4 times to have human excrement removed from the garden in front on my building THIS YEAR and I lost count for 2025. I have put in thorny bushes, cameras, and even a polite note asking these amazing people who are now in my country to please not defalcate in my garden as my business offers services exclusively to children with disabilities.
Identity Attack0.26494437
Insult0.33964422
Profanity0.2253223
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.775 Fear_Threat
Jan 27, 2026 196 likes Inside Canada's Indian Invasion...
Uppercrust 🇮🇳 is a LIE😂
Uppercrust 🇮🇳 is a LIE😂
Identity Attack0.20088354
Insult0.34314156
Profanity0.17752954
Threat0.011146127
Severe Toxicity0.022064678
Moderate 0.36095104 Low Con 0.199 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brownpton 💩
Brownpton 💩
Identity Attack0.04693319
Insult0.30797598
Profanity0.30690086
Threat0.010576514
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.248
Jan 27, 2026 Inside Canada's Indian Invasion...
All Indian TFW please leave
All Indian TFW please leave
Identity Attack0.41975367
Insult0.23237456
Profanity0.13785136
Threat0.07629784
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.365 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st …
In the USA, a video like this would change policy. In Canada, people are going to say Tyler is a racist bigot. That Canada needs immigrants and love diversity. Canada is too far gone. 51st solution NOW
Identity Attack0.27340925
Insult0.35677677
Profanity0.027547138
Threat0.00789674
Severe Toxicity0.010375977
Moderate 0.36095104 Moderate Con 0.333 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why has Tim Horton selling bags of Curry it’s a coffee shop what a disgrace
Why has Tim Horton selling bags of Curry it’s a coffee shop what a disgrace
Identity Attack0.012240025
Insult0.34237885
Profanity0.07385241
Threat0.0077154995
Severe Toxicity0.008010864
Moderate 0.36095104 Low Con 0.253
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
As for the smugglers they should be thrown in jail then deported after serving their time
As for the smugglers they should be thrown in jail then deported after serving their time
Identity Attack0.22458547
Insult0.1823172
Profanity0.06796519
Threat0.34804323
Severe Toxicity0.01896597
Moderate 0.36095104 Low Con 0.236 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
This is problem that Ottawa has done too many east indians criminals that don't play by the Canadian rules
Identity Attack0.3825363
Insult0.2735258
Profanity0.025907494
Threat0.008789998
Severe Toxicity0.011138916
Moderate 0.36095104 Low Con 0.276 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
They doin too much 🤦🤦🤦🤦for real.... one sheetin in the bus... com on now.... they are a real joke...
They doin too much 🤦🤦🤦🤦for real.... one sheetin in the bus... com on now.... they are a real joke...
Identity Attack0.022791367
Insult0.3388922
Profanity0.2453505
Threat0.009281937
Severe Toxicity0.015415368
Moderate 0.36095104 Low Con 0.25 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Finally it’s happening, don’t let them into the country in the first place. That’s how you save in the costs. Don’t put bogus or real asylum seekers in the hotels and force us the taxpayers …
Finally it’s happening, don’t let them into the country in the first place. That’s how you save in the costs. Don’t put bogus or real asylum seekers in the hotels and force us the taxpayers pay for it. Let them pay for healthcare and for their own housing, we are sick of paying for them!
Identity Attack0.2803029
Insult0.32211447
Profanity0.05543986
Threat0.011146127
Severe Toxicity0.012833111
Moderate 0.36095104 Moderate Con 0.468 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Identity Attack0.44690517
Insult0.21368977
Profanity0.022696527
Threat0.009074804
Severe Toxicity0.014705247
Moderate 0.36095104 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Ce sont les politiques de Trudeau qui ont mis le Québec dans la 💩.
Identity Attack0.05089863
Insult0.4339631
Profanity0.28249276
Threat0.0063367756
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.227 Policy_Critique
Nov 21, 2025 39 likes Quebec Ends Economic Immigration Program …
Such rediculois rules.
Such rediculois rules.
Identity Attack0.0074365693
Insult0.42567953
Profanity0.17241211
Threat0.006265574
Severe Toxicity0.008735657
Moderate 0.36095104 Low Con 0.164
Jan 13, 2026 Canada’s new rules in 2026
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Better investigation job than what the RCMP could do. Keep voting Liberal, clueless Canadians👌
Identity Attack0.29188538
Insult0.36798462
Profanity0.024404489
Threat0.007793174
Severe Toxicity0.009765625
Moderate 0.36095104 Low Con 0.145 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is …
You need to question Canadian govt. Faking docs and coming to Canada is so easy. And why Canada allows too much students? What about fake colleges opened and supported by Canadian govt. Blaming Indian is easy because if you blame Canadain govt, you will be treated like Truckers..
Identity Attack0.35948995
Insult0.3388922
Profanity0.029186781
Threat0.009463178
Severe Toxicity0.00919342
Moderate 0.36095104 Moderate Con 0.408
Jan 27, 2026 Inside Canada's Indian Invasion...
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social …
If a Canadian speaks facts about whats happening in Canada we are called racist and held accountable. Theres no freedom of speech anymore. I get banned for 24 hrs for speaking the truth on social media. Canada has become a joke. Canadians are moving away and migrants keep coming in. Because we can't get the support from our government and costs r sky high and jobs r no longer givin to Canadians only immigrants. Migrants come in with smiles but have a plan to destroy us and take over. Same as greedy liberals
Identity Attack0.3817989
Insult0.30326313
Profanity0.039407436
Threat0.016638106
Severe Toxicity0.016964722
Moderate 0.36095104 Constructive 0.559
Sep 11, 2025 2 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.