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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

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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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Active: "Round them all out and …" 47 comments · Page 2 of 2
So when we round you all up, and send you back, we know where to find you.
So when we round you all up, and send you back, we know where to find you.
Identity Attack0.01565665
Insult0.04910661
Profanity0.023379711
Threat0.16699752
Severe Toxicity0.010223389
Low Tox 0.23235008 Low Con 0.238
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We need something like ICE find them round them up and send them back
We need something like ICE find them round them up and send them back
Identity Attack0.03636306
Insult0.04383647
Profanity0.030389199
Threat0.20938614
Severe Toxicity0.01502803
Low Tox 0.23090743 Low Con 0.155 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease …
Fine those diploma mills, and fraudulent employers, take those funds plus more tax dollars fund CBSA to round up and deport. Expand CBSA powers, add immigration control as secondary task to local police, and lease a cruise ship to deport them back.
Identity Attack0.048737846
Insult0.14331897
Profanity0.016411226
Threat0.030278467
Severe Toxicity0.005493164
Low Tox 0.22980402 Moderate Con 0.323
Oct 1, 2025 1 likes IRCC Names India in Study …
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Identity Attack0.1444726
Insult0.075868964
Profanity0.016821137
Threat0.009851551
Severe Toxicity0.004386902
Low Tox 0.21374844 Moderate Con 0.34 Unverified_Claim
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The government have to do something about that. Just round them up and send them back to where they belong.
The government have to do something about that. Just round them up and send them back to where they belong.
Identity Attack0.055673428
Insult0.06319981
Profanity0.017026093
Threat0.08089764
Severe Toxicity0.0077438354
Low Tox 0.21107252 Low Con 0.204
Aug 25, 2025 Why Canadians Are Turning Against …
Round 'em up and send 'em home.
Round 'em up and send 'em home.
Identity Attack0.009249465
Insult0.046178754
Profanity0.020510335
Threat0.20938614
Severe Toxicity0.009460449
Low Tox 0.20705862 Low Con 0.172 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Do like trump. Start rounding them up and ship them out.
Do like trump. Start rounding them up and ship them out.
Identity Attack0.013948337
Insult0.058475737
Profanity0.019622196
Threat0.13815513
Severe Toxicity0.00667572
Low Tox 0.20312156 Low Con 0.144 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
its time to start rounding them up
its time to start rounding them up
Identity Attack0.01191331
Insult0.031146556
Profanity0.041912504
Threat0.2836219
Severe Toxicity0.010375977
Low Tox 0.20149297 Low Con 0.218
Oct 1, 2025 IRCC Names India in Study …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Identity Attack0.20878418
Insult0.06599696
Profanity0.029050145
Threat0.007935578
Severe Toxicity0.0049972534
Low Tox 0.19314334 Constructive 0.72 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball …
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball aun que solo sea para entender esa cultura. Y bueno las tradiciones de aqui son muy exportables alli salvo los reyes y semana santa se coincide perfectamente y es que si vas a un país es para disfrutar de el, recordando tu cultura y compartiendo la con el resto si quieren. Pero no aislando te en tu cultura nativa y querer ir remplazando la local por que si EEUU hubiera hecho lo mismo ahora only speaking in inglish a round the world.
Identity Attack0.10221587
Insult0.0638991
Profanity0.098377466
Threat0.008052089
Severe Toxicity0.0125103295
Low Tox 0.17025198 Constructive 0.666 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Identity Attack0.07673789
Insult0.082619295
Profanity0.019007329
Threat0.0076507707
Severe Toxicity0.0032806396
Low Tox 0.165053 Constructive 0.503 Unverified_Claim
Oct 11, 2025 1 likes IRCC Names India in Study …
Round em up let’s go get on it now
Round em up let’s go get on it now
Identity Attack0.0065856185
Insult0.025284592
Profanity0.08775374
Threat0.05753354
Severe Toxicity0.008811951
Low Tox 0.16098402 Low Con 0.268 Call_To_Action
Feb 22, 2026 Canadian immigration officers investigating hundreds …
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
Identity Attack0.028886627
Insult0.07428485
Profanity0.018529098
Threat0.01187109
Severe Toxicity0.0042915344
Low Tox 0.15600902 Moderate Con 0.313
Aug 25, 2025 Why Canadians Are Turning Against …
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
Identity Attack0.040745795
Insult0.032689095
Profanity0.012073003
Threat0.01698343
Severe Toxicity0.0037384033
Low Tox 0.11140333 Moderate Con 0.42 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
Identity Attack0.05976611
Insult0.029714199
Profanity0.012346277
Threat0.009385503
Severe Toxicity0.002708435
Low Tox 0.10783285 Low Con 0.299
Jan 13, 2026 Canada’s new rules in 2026
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear …
This past summer, a group of these people were shooting live rounds off of a bridge in Muskoka... Police did absolutely nothing to them until public outrage grew. They had video evidence complete with clear faces, vehicles and license plates ....
Identity Attack0.0042732526
Insult0.015568925
Profanity0.014361672
Threat0.12996206
Severe Toxicity0.0040245056
Low Tox 0.10696511 Moderate Con 0.449 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Jason making the rounds in hopes of leadership takeover. Quick fyi. He betrayed Albertans and we recalled him. We won’t support him here.
Jason making the rounds in hopes of leadership takeover. Quick fyi. He betrayed Albertans and we recalled him. We won’t support him here.
Identity Attack0.0051797
Insult0.05086332
Profanity0.010928668
Threat0.008065036
Severe Toxicity0.0014591217
Low Tox 0.103060275 Moderate Con 0.428 Identity_Assertion
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Round 'em up. 👍
Round 'em up. 👍
Identity Attack0.0018591423
Insult0.015188923
Profanity0.01535229
Threat0.02250864
Severe Toxicity0.0030517578
Low Tox 0.03639866 Low Con 0.283
Jan 15, 2026 10 likes 2.9 million Canadian temporary visas …
Progress all round
Progress all round
Identity Attack0.00569767
Insult0.009982891
Profanity0.017162729
Threat0.007922632
Severe Toxicity0.0014781952
Low Tox 0.022139108 Moderate Con 0.38 Solidarity
Jan 11, 2026 1 likes Canada’s new rules in 2026
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were …
I just wrote my exam now! I even wrote twice because of an error with my photo ID. I got 20 in the first test and 19 in the second test. All the questions were very similar to what we have here but some where in true or false formats. I listened to Discover Canada audio and read the pdf simultaneously and then did two rounds of this practice questions. Thank you greatly
Identity Attack0.0024233595
Insult0.007493876
Profanity0.010996987
Threat0.006492125
Severe Toxicity0.0006532669
Low Tox 0.010681152 Constructive 0.741 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 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.