Topic Tracking & Discourse Analysis Report

The most common position is a quarrel between commenters that is not about the topic, held by 23% of items, which is 16 points ahead of the next, the view that mass deportation is necessary and beneficial for Germany, at 7% of items. Arguments for the AfD, such as that it alone can lead Germany (6% of items), sit beside arguments that it is dangerous or neo-Nazi (6% of items) and that its deportation promises are election propaganda (5% of items). Views critical of the party or its pledge are divided among more positions than those backing it or deportation, so the order of the bars does not show which side is larger. Views on migrants are also split: 5% of items call them a burden, while 3% of items call them essential to the economy and healthcare. No listed position applies to 43% of items.

Among the positions held by 30 items or more, those in which more than 15% of items imply the position rather than state it in the comment itself are: "Mass deportation is necessary and beneficial for Germany" in 25% of its items; "The AfD is the only party capable of saving or leading Germany" in 34% of its items; "The AfD is a dangerous, racist, or neo-Nazi entity" in 38% of its items; "AfD's deportation promises are merely election propaganda" in 18% of its items; "Citizenship will not protect migrants from the AfD" in 26% of its items; "Mass deportation is legally or practically impossible" in 20% of its items; "Migrants are essential to the German economy and healthcare" in 25% of its items. 159 items (10%) hold a view not on the list (123 of them hold no listed position), among them, in no order of size: "The AfD will not reach power"; "A significant portion of the AfD party consists of foreigners and former refugees"; "Alice Weidel is a hypocrite for campaigning against migrants while living abroad in Switzerland".

Share of each source's own items; sources under 30 items are left out. The table shows the largest positions, and any other whose share of a source's own items the text gives.

By week, audience items whose positions were read and that carry a date; periods with fewer than 30 items are left out. The page whose posts hold most of the items is not the same every week, so a change between weeks can be a change of page rather than of opinion.

Comments are quoted as written; see the content note in the Summary.

One comment for each of the leading positions other than quarrels between commenters, translated in full. Every quoted comment is in the appendix.

• Negative runs 33 points ahead of positive.

% of the 1,617 items counted · tone of the item

Negative items (47% of items) lead with quarrels between commenters that are not about the AfD. These quarrels trade insults, slurs and sexual abuse, and some tell the other person to leave or go back. Of the other negative items, about half (207) hold no listed position; those that do argue that migrants are a burden or a disaster for Germany and Europe, that the AfD is a dangerous, racist or neo-Nazi party, that its deportation promises are only election propaganda, that citizenship will not protect migrants from it, and, about as often, that mass deportation is necessary. They touch on national identity symbols and deportation policy, and some answer the promises with short, scornful remarks like "they do nothing but talk". Neutral items (39% of items): most (365 of 624) hold no listed position, and those that do make the same arguments in a calmer voice, spread almost evenly across eight positions, none clearly ahead. They include requests for evidence, questions about whom to vote for, and comments on which flags belong in Germany. Positive items (14% of items): over half (124 of 229) hold no listed position, and those that do most often hold the view that the AfD is the only party able to save or lead Germany, followed by support for mass deportation as good for Germany. They use praise and hope, such as calling deportation a "great step" toward restoring the "original" Germany, along with reassurance, greetings, and praise and prayers for Merkel.

Not charted, at 0.5% of items or more: Labour Market Impact (5%), Border Control (2%), Healthcare Sector Staffing (2%).

Despite the theme's name, about 15 of its 329 items mention a flag or the rainbow. Many are about origin and belonging: who counts as German and where people come from. In this theme, 27% of items are comments quarrelling with another commenter rather than discussing the topic, trading insults and jibes about who arrived in Germany and how. Other commenters call the AfD dangerous, racist or neo-Nazi (11% of items in this theme). One says the German people are too aware to return to a "terrifying past", and another says the party will fall apart over alleged ties to Russia and China, calling its members spies. Another 10% of items in this theme call migrants a burden or a disaster for Germany and Europe. One of these commenters says Arabs ruined their own countries and then behave badly as guests. A smaller group, 5% of items in this theme, argues that citizenship will not protect migrants from the AfD. Some also claim naturalised Arabs are more racist than the AfD, while one praises Syrians as a great people who succeed wherever they settle. Some say the party's own leaders and voters are of foreign origin, Weidel from Switzerland among them.

In this theme, 23% of items argue that mass deportation is necessary and beneficial for Germany. A similar 21% of items in this theme say citizenship will not protect migrants from the AfD. Some commenters predict that pressure on migrants will grow, one that some will leave voluntarily and others by force. One says of another commenter that he would be among the first deported even with a C1 language certificate. On the other side, 13% of items in this theme call mass deportation legally or practically impossible. One commenter replies sarcastically that they have naturalised, studied, bought homes and opened businesses, and are now "sons of the country". One says the AfD's promises to send migrants back surface whenever one of its politicians wants attention or popularity, and others call them election talk to win votes. A further 18% of items in this theme are quarrels between commenters rather than discussion of deportation. In these, people tell each other to go back to their own countries or that they will be the first deported, and one offers to wipe the floor with anyone who is upset.

In this theme, 18% of items argue that citizenship will not protect migrants from the AfD. Commenters say naturalised people are included too; one adds that Syrian law bars giving up Syrian nationality so German citizenship could be withdrawn on that ground, and another, answering a warning that "black days are coming" for anyone not yet naturalised, that those days will not spare citizens either. Another 17% of items in this theme argue mass deportation is legally or practically impossible, with one commenter saying citizenship is not "a trash bag" that can be taken back whenever the party in power changes. A smaller group, 5% of items in this theme, says deportation is necessary, including one comment telling a naturalised person that whoever gave them citizenship should take it back. Meanwhile 22% of items in this theme are quarrels between commenters, such as sarcastic arguments over whether dual citizenship is now allowed in Germany and over language-level requirements. Under the post on the AfD's demand for 15 years' residence before naturalisation, about 15 writers shrug or joke: some say many Syrians have nearly served it, others that the wait would last until retirement.

In this theme, 29% of items say the AfD is the only party able to save or lead Germany. Commenters in this group voice hope that it reaches power. One commenter who says they left Germany of their own accord and are writing from Homs says they will vote for it from there. One German-language comment says it looks forward to the AfD taking government responsibility. Another 27% of items in this theme call the deportation promises election propaganda. Commenters say parties use refugees as a "scapegoat" to win votes, and several that the AfD cannot win power, one calling it a right-wing party loyal to Russia. A further 13% of items in this theme call the AfD dangerous, racist or neo-Nazi. These commenters warn of what an AfD win would bring: one jokes that Germans would be left begging for salt, another says life in Germany is already miserable and would get worse. One commenter swears that a large part of its voters are foreigners from the Middle East.

In this theme, 24% of items call the AfD a dangerous, racist or neo-Nazi entity. One commenter mocks the likely governing alliance as a contradictory "cocktail of algae" that joins the far right with the far left. Two attack the party's leader for double standards. Several tie the party to Russia and Putin, one calling it the "Alternative for Russia", and others argue over Sahra Wagenknecht and her new party, which some expect to ally with it. Another 18% of items in this theme argue the AfD is the only party capable of saving or leading Germany. One says it will reach power whatever happens. A further 10% of items in this theme say the AfD's deportation promises are only election propaganda. One commenter says the far-right party will change nothing and that the future will show it. Another argues the other parties should let the AfD into government, because it has no experience, would fail within 2 years and would fall back below 10% of the vote. One predicts that mass deportation would be very hard in practice and would reach only people without residence permits and those with criminal records. Outside the listed positions, some urge a vote for the SPD or CDU to keep it out.

Not charted, at 0.5% of items or more: Appeal to Expertise (1%).

Of the items holding each position, the share using each frame. An item can use more than one frame. Each row shows its three most used frames, more where tied; frames held by fewer than 3 of a position's items are left out. 1 of these groups holds fewer than 30 items (22), so each of its shares stands for a few comments, not a steady rate; any table that breaks a figure down by source, period or dialect shows no shares within such groups.

Frame descriptions

A post's stored time may not be when it was published: 598 comments carry a time earlier than their post's.

Collection ends inside the week of 31 August 2026, so that bar covers 1 day where the first covers 5 days and the rest seven. Compare them as daily rates, not weekly totals.

The bars above cover 1,452 of the 1,739 items (83%). The other 287: 112 published by the pages themselves, which carry no dialect; 10 with no text to read; 165 the report could not place in one of its six varieties: 54 unclear, 42 in other languages or varieties (German 40), 41 mixing two languages or varieties (most often Levantine mixed with German) and 28 that are only a tagged name or a platform translation, not counted as English.

Share of each dialect group's items; groups under 30 items are left out.

Levantine-speaking commenters write the largest share of items at 47% of items, followed by Modern Standard Arabic writers at 21% of items and Egyptian-speaking commenters at 7% of items. Levantine items are 59% negative in tone against 29% of MSA items, a ratio of 2.0 times. MSA also has the largest positive share of the larger groups, 27% of its items, against 7% for Levantine and 13% for Egyptian and Gulf. Positions differ as well as tone. MSA writers most often argue that the AfD is the only party able to save or lead Germany, in 13% of their items, about a third of them under the flag post. The largest Levantine position about the topic is that citizenship will not protect migrants from the AfD, in 8% of items. Quarrels between commenters, not about the topic, make up 29% of Levantine items, 30% of Egyptian items and 32% of Gulf items, so a large part of the non-MSA conversation is argument among commenters.

The five most-engaged accounts together hold 13% of the engagement the audience's items drew, so engagement is spread widely rather than held by a few voices. The pages' own posts and replies drew at least 56% of all likes, more than the audience's items drew together. Tone and position differ by account. Voice_2 wrote 12 items, half of them negative in tone, and its main position, held in 3 of those items, is a quarrel with another commenter that is not about the topic, but 81 of its 102 likes sit on two lines backing the party ("all support for this party"). Voice_5 wrote 8 items, most of them neutral in tone, and argues that migrants are essential to the German economy and healthcare. Voice_1 wrote 1 item with a neutral tone and Voice_3 wrote 1 item with a neutral tone, and neither holds a listed position. Voice_4 wrote 1 item with a negative tone and holds no listed position. Their single comments say that naturalised Arabs are more racist than the AfD (Voice_1), mock Weidel with a line put in her mouth, "do as I say, not as I live" (Voice_3), and say the party's leader is married to a woman (Voice_4). No single side leads among these accounts. The account that wrote the most is Voice_11, with 31 items, and it is not in the top five by engagement.

Share of Voice: each account's engagement as a percentage of the engagement recorded across every item the audience wrote in this dataset. Engagement = likes and other reactions. Replies and shares are not counted. It is a share of the reactions these items drew, not of how much of the conversation an account wrote: the items column is that. The pages' own posts and replies drew at least 56% of all likes and are not in this table. 7 of the pages' posts show fewer likes than their most-liked comment, so their counts look misread at collection, and the true share is likely higher. The table lists the ten accounts with the most engagement, then two that wrote the most among the rest (Voice_11 to Voice_12): two of the rest wrote 12 items each, and the table keeps one.

2 signals detected across the 1,647 items the audience wrote (the 1,617 counted in the other figures, 10 items with no text and 20 spam comments).

Not checked: uniform hashtags: fewer than 10 items carry hashtags.

Context: the 1,647 items the audience wrote average 0.8 items/hour across the 90 days the items span.

The scanner fired 2 of the 5 indicators it could check, which gives a LOW rating. One account posted the same message repeatedly, with 20 near-identical items from that account: the Telegram offer of $1,000 to Syrians that the analyst marked as spam, left out of every other figure. The scanner also found 2 bursts of posting on a single day, and the busy half-hours hold 12% of items. The bursts have an ordinary explanation: bursts confined to one day can follow a news event or a thread drawing readers. Every busy half-hour fell soon after a post opened in the set, which is what an audience arriving looks like, so the burst indicator does not raise the rating. The uniform hashtag check was not run, because too few items carry hashtags. Apart from short stock phrases and one comment that a second account repeated almost word for word, no text was repeated across accounts, and the bursts fall on one day, within 24 hours of posts opening. The counts alone do not show coordination.

The most common listed position is a quarrel between commenters that is not about the topic, at 23% of items, so the arguments about deportation and the AfD sit in smaller shares, none above 7% of items. No listed position applies to 43% of items, and 159 hold a clear view off the list, but most items with no listed position hold no view at all, and the 159 off-list views are scattered, the largest groups only 5 to 9 items, so new positions would change the shares little. Re-run the count on posts published after the 6 September vote to check whether the unlisted views grow or stay where they are. The scan counted 2 indicators, and the violent-language card lists 3 comments for a person to read, 1 found by the scan and 2 added manually after human inspection.

Comments are quoted as written; see the content note in the Summary.

Each comment is shown whole, as collected, with a translation of the whole comment. Grouped by the first position each holds.

Germany draws the most attention, named in 226 items, followed by the AfD in 76 items and Syria in 46 items. Europe (30 items) and Merkel (23 items) come next. These are the names the classifier listed, and the list undercounts some: the word "Syrians" appears in about 100 items, against 13 here. The leading sentiment is negative for Syria, Alice Weidel and Bashar al-Assad. For Weidel, 11 of the 16 items naming her are negative. For Assad, 9 of the 11 items are negative. No entity has a positive leading sentiment. Germany, the AfD and Merkel are mixed, with the AfD split between 33 negative and 32 positive items. Europe, Germans, Russia and Syrians are neutral.

Mentions: items in which the classifier listed the entity; a word search can find more. Leading sentiment: the sentiment the classifier recorded toward the entity where it recorded one, otherwise the tone of the item that names it. The two can differ: a comment angry at those who insulted someone is negative in tone and positive toward him. Mixed means the leading tone led the runner-up by a fifth or less.