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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
Active: "DO not bring to The …" 648 comments · Page 26 of 26
Thats nothing, watch how many they will bring in this year.
Thats nothing, watch how many they will bring in this year.
Identity Attack0.0032743104
Insult0.009108886
Profanity0.01309778
Threat0.00823333
Severe Toxicity0.0011444092
Low Tox 0.019854378 Low Con 0.105 Fear_Threat
Jan 18, 2026 2.9 million Canadian temporary visas …
Our melting pot is more like oil and water at this point bring back pre 2015 models
Our melting pot is more like oil and water at this point bring back pre 2015 models
Identity Attack0.002830336
Insult0.009355888
Profanity0.01354185
Threat0.0072235605
Severe Toxicity0.0011301041
Low Tox 0.018849092 Low Con 0.207
Nov 23, 2025 40 likes Quebec Ends Economic Immigration Program …
finally someone bringing light on the problem
finally someone bringing light on the problem
Identity Attack0.0044582416
Insult0.007911879
Profanity0.0138151245
Threat0.009618527
Severe Toxicity0.0012207031
Low Tox 0.017843807 Moderate Con 0.335 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Identity Attack0.006437627
Insult0.009393888
Profanity0.00998929
Threat0.006440342
Severe Toxicity0.0006532669
Low Tox 0.017341165 Constructive 0.635 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
time to bring I.C.E. to Canada yes
time to bring I.C.E. to Canada yes
Identity Attack0.0058086636
Insult0.008405882
Profanity0.010160086
Threat0.0071588317
Severe Toxicity0.00094890594
Low Tox 0.01633588 Moderate Con 0.339 Call_To_Action
Feb 4, 2026 3 likes 2.9 million Canadian temporary visas …
as a Canadian I thank you for bringing this to peoples attention
as a Canadian I thank you for bringing this to peoples attention
Identity Attack0.00725158
Insult0.008595883
Profanity0.012073003
Threat0.0068287146
Severe Toxicity0.0008583069
Low Tox 0.014890783 Constructive 0.542 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random paper pushers for “gotcha” moments. Sessions like this aren’t about fixing the system, they’re about stoking outrage. And more often than not, it ends up targeting vulnerable groups instead of creating policy that actually works.
Identity Attack0.0013596712
Insult0.009146886
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.00061035156
Low Tox 0.013948329 Constructive 0.599 Policy_Critique
Oct 3, 2025 IRCC Names India in Study …
Thank you for bringing global attention to this issue.
Thank you for bringing global attention to this issue.
Identity Attack0.004125261
Insult0.0077028773
Profanity0.01354185
Threat0.007819066
Severe Toxicity0.0009918213
Low Tox 0.01225191 Moderate Con 0.444 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for bringing attention to this crisis.
Thank you for bringing attention to this crisis.
Identity Attack0.0028118372
Insult0.0076268767
Profanity0.011628932
Threat0.0071199946
Severe Toxicity0.00078201294
Low Tox 0.011497946 Moderate Con 0.429 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I was waiting for this one. Thank you for bringing attention to this issue.
I was waiting for this one. Thank you for bringing attention to this issue.
Identity Attack0.0034592997
Insult0.007474876
Profanity0.013371054
Threat0.007883795
Severe Toxicity0.00093460083
Low Tox 0.011058134 Moderate Con 0.491 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian I Thank you for bringing awareness to this
As a Canadian I Thank you for bringing awareness to this
Identity Attack0.004236255
Insult0.006838372
Profanity0.011253181
Threat0.0068028234
Severe Toxicity0.00074386597
Low Tox 0.008796243 Constructive 0.538 Solidarity
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for bringing our situation to light, Tyler. I miss the Canada from my childhood.
Thank you for bringing our situation to light, Tyler. I miss the Canada from my childhood.
Identity Attack0.0024418586
Insult0.006838372
Profanity0.009092609
Threat0.006039023
Severe Toxicity0.00042200089
Low Tox 0.0071626552 Constructive 0.585 Personal_Narrative
Feb 4, 2026 73 likes Inside Canada's Indian Invasion...
Thank you for bringing this to attention for us Canadians 🙏
Thank you for bringing this to attention for us Canadians 🙏
Identity Attack0.0035332954
Insult0.00647737
Profanity0.009733095
Threat0.0063885585
Severe Toxicity0.00059366226
Low Tox 0.00713124 Moderate Con 0.49 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for bringing attention to this problem in our homeland. Greetings from Canada 🇨🇦
Thank you for bringing attention to this problem in our homeland. Greetings from Canada 🇨🇦
Identity Attack0.0029043318
Insult0.0061448677
Profanity0.009545219
Threat0.006427396
Severe Toxicity0.0005722046
Low Tox 0.0064086914 Constructive 0.529 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Bring just what Canada needs!!
Bring just what Canada needs!!
Identity Attack0.00064889836
Insult0.0005899388
Profanity0.00004591454
Threat0.00015160858
Severe Toxicity0.0000023812045
Low Tox 0.0022647218
Apr 14, 2025 18 likes
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't …
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't help. Canada is not the same country it was over 10 years ago.
Identity Attack0.00050325476
Insult0.00074285606
Profanity0.000023377024
Threat0.00003199862
Severe Toxicity0.000002083713
Low Tox 0.0021011352 Policy_Critique
Dec 8, 2025 18 likes
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Identity Attack0.000080583275
Insult0.00046100013
Profanity0.000023650031
Threat0.000024857662
Severe Toxicity0.0000017907762
Low Tox 0.0010544771 Unverified_Claim
Apr 18, 2025 1 likes
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
Identity Attack0.00007646154
Insult0.0004427784
Profanity0.000026188443
Threat0.000026637115
Severe Toxicity0.0000020632588
Low Tox 0.00087100454 Policy_Critique
Dec 10, 2025
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025 1 likes
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025
FDJT. I’m not bringing my entire financial portfolio with me, nor am I getting my fingerprints done. I am so done with the USA.
FDJT. I’m not bringing my entire financial portfolio with me, nor am I getting my fingerprints done. I am so done with the USA.
Identity Attack0.00005242391
Insult0.00016706996
Profanity0.000024212917
Threat0.000032806565
Severe Toxicity0.0000022811937
Low Tox 0.00041999648
Dec 10, 2025 11 likes
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

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.