Does this tweet contain self-reported COVID19 symptoms?

Symptoms can be about the person tweeting or someone they are referring to directly. They should be current and not about past events. If you are unsure about your annotation, hit the “skip” button.”

@mention Les directeurs ont une réserve de #masques #Type2 à donner dans ce genre de situation, mais également à un élève qui se mettrait à avoir des symptômes connus : toux, fièvre etc. Chez nous une boîte de 50 masques pédiatriques a été donnée à chaque école.

Aug. 27, 2020

Yes No skip

What is this about?

In this study, we aim to create a model of how tweets about self-reported COVID19 symptoms can help predict upcoming pandemic waves, and more generally the rise and fall of the disease. To that end, we crawled public tweets from the Paris region filtered by symptoms keywords, and plotted them in time (see the graph below).

However, this filtering is very crude, e.g people don't only tweet about symptoms when they are currently falling sick, but also about that one time a year ago when they fell sick, or when talking about the general news.

To filter out such false-positives we need your help! Which of these tweets are describing an acute symptom and which ones don't? Your contribution will make a direct impact!

If you want to learn more about the people behind this project you can visit our About page.

Latest annotations

Tweet Annotation date
@mention Je confirme amigo, après une première accalmie, reprise des symptômes (un peu différents de la 1ère vague). Prenez soin de vous ! 👍🏼 yes Oct. 27, 2021, 2:49 p.m.
YA PAS À FAIRE CE QUE VOUS FAITES . JE VOUS TOUSSE DESSUS [url] skip Oct. 27, 2021, 2:44 p.m.
@mention Tu commences à tomber malade et les symptômes c’est juste ton système immunitaire qui déclenche les anti-corps pour combattre un Virus skip Oct. 21, 2021, 12:26 p.m.
@mention Non même avec une SEP « stable » chaque IRM est une épreuve, angoisse de nouvelle lésion. Chaque ressenti nouveau une peur de symptôme nouveau. Pas moins de crainte mais on vit avec c’est tout no Oct. 13, 2021, 2:23 a.m.
Symptôme de fin du monde, mon petit frère m'envoie des photos de nous enfants et ça 😄 Il n'est pas démonstratif en général [url] skip Oct. 13, 2021, 2:23 a.m.

Do you want to run your own data analyses?

You can download all 8590 annotations (including a UUID referring to each annotator session) to create your own filtering or machine learning algorithm. Please visit our GitHub repository if you want to contribute!

Download Tweets Download Annotation


Below we visualise the number of tweets containing COVID19 symptoms using 7 days averaging windows, both using our simple filtering system (orange), or the improved filtering using crowd-sourced annotation (blue). To build that curve, we only take into account tweets that have been labelled as "yes" at least 50% of the time ; we then show the daily rate of tweets labelled as "yes" multiplied by the daily number of tweets containing symptoms.

We show as a reference the number of passages to emergencies (see Analysis for more information).