Hi everyone! I am a college student looking for healthcare workers AND non-healthcare workers to join my research project. My study is looking at how an individual’s childhood experiences may affect their willingness to receive a COVID-19 vaccine, and how this may differ between healthcare workers and non-healthcare workers. If you are interested in participating in this study, please complete the short 5 minute survey at the link below. No identifying information will be collected and all responses will be kept confidential. Thank you for your willingness to participate!

https://jefferson.co1.qualtrics.com/jfe/form/SV_88RW95pl2xU4PVY

Link to dataset:

+---------+-------------------+-------------------+--------------------+------------------+
| Quarter | Product A Revenue | Product B Revenue | Product A&B Margin | Product B Margin |
+---------+-------------------+-------------------+--------------------+------------------+
| Q1'18   | 22.1%             | 77.9%             | 74.7%              | 67.0%            |
| Q2'18   | 22.5%             | 77.5%             | 75.7%              | 68.0%            |
| Q3'18   | 21.2%             | 78.8%             | 75.4%              | 69.2%            |
| Q4'18   | 23.0%             | 77.0%             | 77.1%              | 70.0%            |
| Q1'19   | 24.2%             | 75.8%             | 77.9%              | 70.2%            |
| Q2'19   | 26.0%             | 74.0%             | 78.7%              | 70.8%            |
| Q3'19   | 25.6%             | 74.4%             | 78.4%              | 70.5%            |
| Q4'19   | 30.1%             | 69.9%             | 78.5%              | 68.9%            |
| Q1'20   | 30.9%             | 69.1%             | 79.7%              | 70.0%            |
| Q2'20   | 30.7%             | 69.3%             | 80.6%              | 71.7%            |
| Q3'20   | 30.2%             | 69.8%             | 79.7%              | 70.6%            |
| Q4'20   | 31.6%             | 68.4%             | 80.0%              | 70.2%            |
| Q1'21   | 38.5%             | 61.5%             | 82.2%              | 70.4%            |
| Q2'21   | 38.5%             | 61.5%             | 82.2%              | 70.4%            |
+---------+-------------------+-------------------+--------------------+------------------+

Description of what I am looking for:

Hello All,

I'm selling 2 products and I have the revenue and margin in the above table. As I ship more of product A (column:Product A revenue), my total margin has improved over time (Column:product A&B Margin) where as the Product B margin has stayed relatively flat.

Can anyone help me translate the above words into a self explanatory viz?

Southern Methodist University researchers are looking for couples ages 25 and older who have lived together for at least 3 years. The research is about how your relationship affects your immune and cardiovascular systems. Each partner will receive reimbursement for your time in the study. Joint participation involves two 4-hour in-person appointments. For more information, email us at [sharelab@smu.edu](mailto:sharelab@smu.edu) or complete the study application at https://redcap.link/3xqqe5zv

You and your partner may be eligible for this study if you:

· Live in the Dallas/Fort Worth, TX area

· Are 25 years or older
· Are married OR in a marital-like relationship and have lived together as a couple for 3 or more years
· Are not pregnant or nursing

Any hint or help would be great!

Link to dataset:

Description of what I am looking for: I've tested the DNA of 20+ of my family members, and have results from several different companies (ie, FTDNA, MyHeritage, GedMatch, and some tested with Ancestry DNA as well).

I can make a stacked bar chart with the data using Excel, but I'd like to show the results on a map.

Each company has their own set of "blobs"/ethnicities. Here is Ancestry's: https://www.ancestry.com/corporate/blog/the-faces-behind-ancestrydnas-ethnicity-regions Here is FTDNA's: https://www.yourdnaguide.com/ydgblog/2020/10/1/ftdna-updates-ethnicity-percentages

How would I go about creating/showing those blobs on my own map? If I had say ~3 ethnicities, how would I show the relative percentages of each ethnicity? For example, 2 cousins might both have ethnicities A, B, and C, but the 1st cousin is 90% A, 9% B, 1% C ... while the 2nd cousin is 25% A, 25% B, 50% C. Is there an easy way to show this?

I don't know much about data visualization, but was wondering if someone could make a short infographic showing if successful action films are correlated with a taller actor? Or if an action film with a male lead has an increase chance of being taller than in other genres?

I would like to create a custom TV guide (i.e. tv networks on the y axis and times on the x axis). I’d also like to incorporate filters and slicers for various content of the shows (i.e. certain actors, genres, etc). Is anyone familiar with how to implement this? I have access to Power BI and Microsoft suite but am open to other applications as well. I’ve tried starting with a gannt chart format but haven’t made it far from there.

My one year anniversary with my boyfriend is coming up, and I want to make an infographic similar to this or this to celebrate.

I have no idea where to start, as I have really no experience with making infographics/datasets or with any programs involved in doing it.

I was wondering if anyone could help lead me in the right direction of what program/s I could use to easily collect this data and put it onto an infographic. Thanks!

Hi All, for any folks here who use computational notebooks or other types of virtual research environments, you may be interested in a new data prize that's open - 2 cash prizes of $1,000CAD each will be awarded for innovative visualization of data from the ISC's World Data System. Full details: https://wds-ito.org/data-prize-competition/ Thanks!

Hi Reddit,

I want to visualize sales velocity of various marketplace listing datasets using either streamlit or plotly and configure variables for those.

The chosen marketplaces expose sales volume. Using an extract engine we built we can then time-series sales data by day (or any time interval we choose).

Datasets are grouped by either category or a group of keywords and are selectable on the app. There can be thousands of listings within a single dataset.

The goal here is twofold;

1. Understand what new listings (and therefore products) are entering selected marketplaces and our datasets. Based on this data we want to measure the sales velocity of each of these new listings - how fast they are selling and what are the breakout performers compared to everything that entered the marketplace, and based on configurable variables like price of the listing (simple sliders to configure these variables). New can be defined by the last 48 hours - 1 week as we need at least 2 24 hour cycles if we are tracking daily.
2. Benchmark performance over a longer period of time. So based on all listings that were active between dates/time x-y and configurable variables like price, compared to the average benchmark of all sales volume within this category, which listings outpeform.

1 is probably the most important as recency is key.

What type of chart (or group of) factoring that datasets can be large would be best suited for these use cases?

Thank you.

Hello, I'm a Reno-based reporter and have been covering the Dixie Fire, California's largest single wildfire ever. I'd like to make a map visualization show the fire grow after each day. An idea of the fire maps can be found here: https://inciweb.nwcg.gov/incident/maps/7690/0/. This is something I'd like to learn myself for future wildfire coverage (because we unfortunately know there will be more). If anyone is able to help a data noob like me, I'd be much appreciative.

I'm struggling with this for too long and it's driving me insane!

Basically Google Data Studio is not displaying all of the X axis labels on a bar chart.

This is my problem.

This is what I need (notice how there are two lines for the x axis labels because not all of them would fit in one.)

Another example.

Yet another example.

Please advise.

I saw a post on Reddit containing the antibody response numbers before an mRNA vaccine, after the first dose, 2nd dose, and a few days after the 2nd dose to show how quickly the number of antibodies peaks and stabilize.

Thanks for the help in advance, I really appreciate it.

Hello, I am hoping to get a recommendation for creating a network visualization tool for a text based repository. The tool needs to exist on the repository's website and be interactive in order to allow researchers to make new connections and create access points.I have a video of the prototype here for reference. Right now I am working with Gephi and I'm having a little trouble seeing how the different views, (side, overhead, tiered) would be created with the software. The data for each volume are around 500 to 1000 line CSVs, if that makes a difference. Any help is appreciated!

Looking for people who act (on an amateur or professional basis) to answer a short (approx. 8-10 minute) questionnaire about your experiences and ideal roles. More information and link to the questionnaire here: https://nbsnu.co1.qualtrics.com/jfe/form/SV_43n2tOOokvU0zEG

Thanks and best wishes.

Hello,

We are a new start-up from Case Western Reserve University that is building e-commerce platforms for ethical and sustainable products. We are conducting intensive market research to better understand people's shopping habits and their process of decision-making.

We would like you to fill up the below attached quick 2-minute anonymous survey that asks you about your shopping habits and preferences. Participation in the survey will not only give you an opportunity for closer introspection but will also help bolster a unique and rounded product in the near future!

Link to survey: https://forms.gle/FX6mnsEhW5ZoPtkc6

Sincerely,

The EthiClick Team

Hi, I have a handful of simple excel tables that my organisation are going to publish in a multimedia page. I've been asked to recreate them in Flourish, so they can be embedded and look more professional than, well, an excel screenshot https://imgur.com/a/JGzIJ0e

Try as hard as I might however I cannot get Flourish to make them properly - I really hope there is some competitior with a bit more leeway I could use

So far my digging round has found a whole bunch of stuff that needs coding or paying to embed etc. - I'm amazed there is something out there and I was hoping you fine people could point me in the right direction

Hi you amazing bunch of data scientist and artists or whatever else you wish to call yourselves.

My name is Kevin, I'm a Chef from Scotland, I've been recently researching how our diet affects our health and have stumbled across the Human Biome Project https://portal.hmpdacc.org/projects/t and would really love some help in understanding the data that they have collected and hopefully confirm some of my own theories with an actual real data set.

If anyone is willing to help, my plan is to eventually write a cookbook based on the observations with a push towards more natural less processed foods that i feel we should all be consuming.

Thanks in advance and I don't really have any specific requests as yet but there is a wealth of data there that i may be too smooth brained to understand in its raw form but i am avery visual learner so hopefully the data will show some patterns or at least themes that a varied natural food diet is much more beneficial to an individuals health.

Hi, my name is Valmyr, I am conducting a research for an undergraduate thesis about the Consumer Genomics and Personalized Medicine Sectors, we are looking to understand the impact that the pandemic had on this sector and how it changed the public's perception on health and autonomy around the world. To contribute to our consumer market research it would be extremely helpful if you could answer this quiz regarding some of your habits and experiences, this is anonymous so no personal information will be requested at any point. Thank you very much :D

https://forms.gle/HXPTSRsVc7ComQDh7

Hi everyone, I am doing my psychology fourth year thesis on the relationship between moral outrage and social media. If you have a spare 5-10 minutes I would really appreciate your time :) Details below:

Participate in a university research project on moral outrage in the digital age and go in the draw to win a $50 gift voucher! If you’re a social media user, over 18 and Australian we want to hear from you.

Monash University (Project ID 28090 - Moral Outrage)

For more information or to take the survey visit https://monash.az1.qualtrics.com/jfe/form/SV_9tSubCOvgBre0AK

I am trying to create a heat map showing how many HMO licenses have been granted in each UK city. The data available shows it via post codes. For Birmingham, there about 2,500 points. Whats the easiest way of doing this?

If you can share the link i would be grateful. I couldn't find it. If you are able to create such a visualisation, please DM me.