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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: "What are the rules for …" 288 comments · Page 7 of 12
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Identity Attack0.12556632
Insult0.0638991
Profanity0.012107162
Threat0.0077672824
Severe Toxicity0.004501343
Low Tox 0.18744208 Moderate Con 0.363 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
I don't think hindus convert anyone, i don't think they meddle in anyone's business They work they follow the rule they pay taxes they behave well
Identity Attack0.21075934
Insult0.054376744
Profanity0.03489832
Threat0.007909686
Severe Toxicity0.005760193
Low Tox 0.18459146 Moderate Con 0.446
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
GFY Canada and your rules.
GFY Canada and your rules.
Identity Attack0.09576365
Insult0.071433455
Profanity0.029186781
Threat0.008311004
Severe Toxicity0.005722046
Low Tox 0.17545098 Moderate Con 0.317 Meta_Commentary
Jan 11, 2026 Canada’s new rules in 2026
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted …
India had experienced a very bad situation when Western nations invaded and treated natives as slaves, imposed the "Hindu tax" on Indians, for about 1000 years, till 1947. It is estimated that English rulers looted over £45 trillion worth of wealth from India, in addition to priceless artefacts, precious stones, and cultural treasures stolen, many of which remain in the British Museum to this day. India was subjected to foreign rule for nearly a thousand years, culminating in English colonial rule. During this time, countless Indians were enslaved, shackled, and forcibly transported to distant English colonies to work as indentured labourers under inhumane conditions. " Hindu tax ' was imposed on every Indian, and English rulers collected the tax on gunpoint for centuries. Those who did not have money were used as slaves in English households. Ancient India, once a beacon of knowledge and wisdom, was known as a subcontinent of learning and prosperity, contributing up to 38% of the world’s GDP at its height. For centuries, Indians struggled for their freedom, drawing strength from the timeless values of truth and non-violence embedded in our culture. The freedom movement, led through non-violent resistance, ultimately led to India's independence in 1947. However, the residual grip of colonial influence continued until around 1956. By the end of colonial rule, India’s sacred and ancient universities had been dismantled, and the country—once among the richest—was reduced to one of the poorest nations in the world. Widespread poverty, illiteracy, disease, social divisions, and national humiliation were the tragic legacies of foreign rule. If might and brawn continue to justify exploitation, it must be confronted with truth, non-violent justice, and a collective call for accountability.
Identity Attack0.16587129
Insult0.06634661
Profanity0.035399333
Threat0.01698343
Severe Toxicity0.005836487
Low Tox 0.17458448 Constructive 0.6 Comparative_Framing
Sep 19, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
The worst city to drive in is, by far, Brampton. People make up their own rules and then scream at you for wishing to follow the driving laws.
Identity Attack0.015958117
Insult0.0813853
Profanity0.022354934
Threat0.0077802283
Severe Toxicity0.0028800964
Low Tox 0.16678599 Moderate Con 0.348
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Canada should impose education for emigrants of Canadian culture. Be like Japan- you come here, you practise what we practise, you follow Japanese rules, if you can’t- then leave!
Identity Attack0.13377325
Insult0.035333443
Profanity0.013780965
Threat0.0101363575
Severe Toxicity0.004386902
Low Tox 0.165053 Low Con 0.216 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get …
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get is the same program the natives get.CBC kind of blends the rules for legal immigration with illegals kind of watering it down to make it not seem as bad. Typical blur the lines!
Identity Attack0.105256535
Insult0.05964688
Profanity0.014634945
Threat0.0065827454
Severe Toxicity0.0031661987
Low Tox 0.1641865 Constructive 0.623
Aug 20, 2018 1 likes How much do refugees and …
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Identity Attack0.10221587
Insult0.053791173
Profanity0.017299367
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.16158698 Moderate Con 0.378 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Yeah. We want rule of law, and we want Danielle Smith to be tried and convicted and put in prison for treason. That's what albertans want the sane albertans
Yeah. We want rule of law, and we want Danielle Smith to be tried and convicted and put in prison for treason. That's what albertans want the sane albertans
Identity Attack0.016360072
Insult0.061801232
Profanity0.013780965
Threat0.06939816
Severe Toxicity0.004463196
Low Tox 0.16158698 Moderate Con 0.445 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Identity Attack0.11512129
Insult0.0314771
Profanity0.013712646
Threat0.006259101
Severe Toxicity0.0032043457
Low Tox 0.16098402 Moderate Con 0.397
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
Identity Attack0.009101473
Insult0.08508729
Profanity0.02249157
Threat0.0066668927
Severe Toxicity0.0020694733
Low Tox 0.16043124 Constructive 0.674 Policy_Critique
Jan 19, 2026 3 likes 2.9 million Canadian temporary visas …
The driving his coming to England aswell with the influx… it’s not a joke their country has no road rules and they don’t want to learn when they come to other countries. People are getting …
The driving his coming to England aswell with the influx… it’s not a joke their country has no road rules and they don’t want to learn when they come to other countries. People are getting Indian fatigue - the sandals in a cold weather
Identity Attack0.116281845
Insult0.060927123
Profanity0.026590679
Threat0.007909686
Severe Toxicity0.004196167
Low Tox 0.1587729 Moderate Con 0.453 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
Identity Attack0.11860296
Insult0.04383647
Profanity0.01941724
Threat0.0067186756
Severe Toxicity0.0030136108
Low Tox 0.15545623 Moderate Con 0.416
Sep 19, 2025 1,246 likes Inside Canada's Indian Metropolis (Brampton)
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
what are laws and rules if they aren't enforces? visas might be expired but if they aren't leaving, they're still here, working illegally, doing extortion threats, drug deals, whatsoever
Identity Attack0.034300596
Insult0.046764325
Profanity0.017709278
Threat0.017846745
Severe Toxicity0.0036621094
Low Tox 0.15435068 Moderate Con 0.329
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Identity Attack0.009101473
Insult0.07333439
Profanity0.08096472
Threat0.008013252
Severe Toxicity0.003604889
Low Tox 0.15435068 Constructive 0.794 Personal_Narrative
Aug 24, 2025 5 likes Why Canadians Are Turning Against …
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
That's crazy!! I lived in Montreal all my life and didn't know all these schemes happening lol. And QC has so many rules and laws to protect any kind of stuff.
Identity Attack0.0073995716
Insult0.06953252
Profanity0.04216301
Threat0.0065827454
Severe Toxicity0.0024986267
Low Tox 0.1537979 Constructive 0.65 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better life
Identity Attack0.10221587
Insult0.033239998
Profanity0.020373698
Threat0.0077154995
Severe Toxicity0.0034713745
Low Tox 0.15213956 Moderate Con 0.361
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches do the same thing the temples do, they run food banks and try to foster community. The difference is when a church asks you follow gods rules, people scream opression, but when foreign religions deman you cover your head, canadians think "ooh im so cultured"...
Identity Attack0.10221587
Insult0.056133457
Profanity0.014976538
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.15103401 Constructive 0.609 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
vive le Quebec .... and though Alberta is a very different beast, they too are safe guarding their interests and, perhaps in turn, Canada's. In Halifax, we no longer have speed limits, cross walk rules, …
vive le Quebec .... and though Alberta is a very different beast, they too are safe guarding their interests and, perhaps in turn, Canada's. In Halifax, we no longer have speed limits, cross walk rules, basic manners ... and hey, how many door dash drivers to we need... especially those who, EVERY DAY, park in the one handicapped spot....
Identity Attack0.032753747
Insult0.07396803
Profanity0.02795705
Threat0.0065115434
Severe Toxicity0.0029563904
Low Tox 0.15048122 Constructive 0.7
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My …
The respectable Canadian government should not gave any permissions like monkey god big statue 0:02 see also at 0:28 and 3:59 to put on open roads. Same rule for all religions should be applied. My sympathy is with all Canadians. HAMMAD Hasan SABRI
Identity Attack0.08087392
Insult0.06564732
Profanity0.024541125
Threat0.0074824756
Severe Toxicity0.004081726
Low Tox 0.14950264 Constructive 0.546 Policy_Critique
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
In a matriarchy country known as Canada, tall women rule eastern Canada especially Ontario. They hold many team lead to middle and even upper management positions. In this part of Canada, India and Pakistan have …
In a matriarchy country known as Canada, tall women rule eastern Canada especially Ontario. They hold many team lead to middle and even upper management positions. In this part of Canada, India and Pakistan have taken over. Thanks brother
Identity Attack0.11976352
Insult0.04207976
Profanity0.014225035
Threat0.007029374
Severe Toxicity0.00333786
Low Tox 0.14950264 Constructive 0.542
Aug 24, 2025 8 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.