#Survey Data

[system-of-a-feather]

Short Term Memory + CDD; Survey Data Analysis

Hey its been a while XD I finally am getting around to computing some of the data analysis while I have time during my recovery from top surgery. With that being said, to increase the likliness of putting *anything* out, as I crunch the numbers and what not, I'll post them in updates.

With that being said, while I'd like to invest the time into doing proper statistic measures to test statistical significance, I am currently Too Lazy to do that for a small fun project. Maybe if I get bored and have time I will properly run those statistics, but for now, yall can get what you get

[knowledgehound]

In this digital world, companies rely on survey data to gather information about their targeted audience and their preferences. Businesses employ different methods to collect the survey data and analyze it. There are various mediums used to collect opinions and feedback from customers. While conducting a survey, researchers often choose multiple sources to collect data. KnowledgeHound shares the different methods used to collect the data.,,Learn more

[wetslug]

ppl who r using poll results as a way to Prove Something about society or come to any conclusion.. i hope you are aware that tumblr users are one of the most biased population groups you could conceivably find. gob bless

[tengirl]

here we are: series 14 (or series 1 or whatever you want to call it lol) is over. i made an updated survey based on last year’s to reflect this if you guys want to fill it out 💫☄️🪐🛸

i’ll close responses in 2 months on august 25th :)

[onfjre]

TUMBLR PHANNIES

hey everyone!! ive created a survey to compare/contrast phandom experiences by platform....and i really want to hear from you!

its abt a 5-15 min time commitment depending on your answers, but your feedback is invaluable and it's completely anonymous!! (i hope it doesn't need saying but this survey is run without platform bias and the last thing i want to do is pit people against each other! i just need a bigger sample size!)

thank you <3

[tanadrin]

"the lunatic fringe on my opponents' side fundamentally taints their entire movement, which is therefore obviously morally bankrupt and should be ignored. the lunatic fringe on my side is an unrepresentative minority and anybody paying attention to them is a fool/bigot/liar." <- depressingly common pattern. you can't have it both ways!

[data-nerd-stuff]

Queer Youth Now

Australian National LGBTQIA+ Youth Survey

Survey open to anyone LGBTQIA+ (including questioning) in Australia aged 13-25.

[femmesandhoney]

Spirituality Radblr Survey

I've created a spirituality and religion survey for radblr, please go fill it out. It will ask you to sign into google to limit each respondent to one attempt, but I do not collect your email addresses and it is anonymous. Thank you for your time if you complete it, I love you <3

[aroaceleovaldez]

I HAVE FINISHED SORTING ONE ASPECT OF THE NICO SHIP SURVEY >->O

yes i am still working on that. it's extremely tedious cause i have to sort stuff manually by different categories.

I will make a whole prettier post with more data at some point but here are the rough pie charts for favorite Nico ship(s) by age demographics: (sorry the colors are not super consistent and the text is tiny in some - this was very exhausting to compile and google spreadsheets doesn't have great pie chart customization)

Anyways this does confirm the general hypothesis by @tinybro that spawned the Nico ship survey to begin with, which is that Solangelo is more favored among younger PJO fans whereas ships like Jasico are more favored by older fans. Also major props to Nicobaster for being one of the most consistently popular rarepairs across almost all age demographics.

[radioactive-mouse]

Trafficblr Hybrid HC Survey 2024!

hello hello!!! i told myself i was gonna do this ages ago and finally threw something together!!!! this is a poll related to hybrid/species hcs for the lifeseries members (and their relation to other smps,) which is mostly just for personal interest, but the results will be posted to tumblr once i have enough data! as of right now there is no set end date, but there will be a warning posted for last minute submissions when the form is closing. all submissions are completely anonymous, reblogs for sample size are highly appreciated !!

[itsahotminuteinbetween]

Venting on the Internet:

I know this is probably only going to get a couple of notes but I need as MUCH data as possible so PLEASE VOTE AND REBLOG!

[knowledgehound]

Effective Data Insights — A Game Changer for Businesses

Data insights are crucial for businesses to make informed decisions and remain competitive in the ever-evolving market. With the increase in the volume, variety, and velocity of data, it has become necessary for organizations to have the capability to analyze data and derive insights that help them make data-driven decisions. This article will explore the importance of data insights for businesses, steps to achieving effective data insights, best practices, tools, challenges, and future of data insights.

Introduction to Data Insights

According to KnowledgeHound, Data insights refer to the process of analyzing and interpreting data to extract meaningful information that can be used to make informed decisions.

It involves using various tools and techniques to identify patterns, trends, and relationships in data. There are many resources available for beginners who want to learn about data analytics, including online courses and guides.

These resources cover topics such as the role of a data analyst, tools used in data analysis, and the entire data analysis process. With the increasing demand for professionals with skills in data analytics, learning this field can be a great way to kickstart a career.

Importance of Data Insights for Businesses

Data insights are crucial for businesses as they provide valuable information that can be used to make informed decisions. By analyzing customer data from various channels, businesses can gain insights into customer behavior and preferences, which can help them provide a more personalized experience.

Historical data analysis can also help businesses anticipate fluctuations in consumer demand and make better business decisions. Companies that embrace data analytics initiatives can experience significant financial returns. Data analytics helps businesses optimize their performance by identifying areas for improvement and making strategic investments.

Implementing data analytics into the business model means companies can stay competitive in today’s market by making informed decisions based on real-time data.

Steps to Achieving Effective Data Insights

Achieving effective data insights involves several steps.

Firstly, it is important to align the data strategy with the business strategy and identify relevant business drivers that could be positively impacted by data and analytics.

Secondly, organizations need to implement processes such as data cataloging and governance and embrace culture changes to achieve effective analytics programs.

Thirdly, businesses should use deep learning to get value from unstructured data.

Finally, carrying out various analyses on the data is essential to obtain insights. The four types of data analysis include descriptive, diagnostic, predictive, and prescriptive analysis.

By following these steps, businesses can turn their data into actionable insights that can be used to make informed decisions.

Best Practices for Data Insights

To achieve the best results from data insights, businesses should follow some best practices.

It is important to define business objectives and identify the key performance indicators that will be used to measure success.

Building high-performance analytics teams and promoting data literacy within the organization can help ensure that everyone understands how to use data effectively.

Collecting, storing, and organizing data correctly is essential for accurate analysis.

Segmenting the audience can help businesses gain a better understanding of their customers’ behavior and preferences.

Using data storytelling can help promote insights by making complex data more accessible and understandable.

Utilizing new infrastructure technology and more advanced analytics can help businesses stay ahead of the competition.

By following these best practices, businesses can turn their data into actionable insights that drive growth and success.

Tools for Data Insights

There are many tools available for data insights that businesses can use to analyze and interpret their data. Some of the most widely used business analytics tools include Microsoft Power BI, Tableau, Qlik Sense, Excel and KnowledgeHound.

These tools are designed to help businesses visualize and analyze their data to gain insights into customer behavior, market trends, and other key metrics. These tools offer a range of features such as data visualization, predictive modeling, machine learning algorithms, and more.

By using these tools effectively, businesses can turn their data into actionable insights that drive growth and success.

Challenges in Data Insights

There are several challenges that businesses face when it comes to data insights.

Managing vast amounts of data can be a challenge, as it requires the right tools and techniques to analyze and interpret the data effectively.

Seelecting the right analytics tool can be difficult, as there are many options available and each has its own strengths and weaknesses.

Data visualization can be challenging, as it requires businesses to present complex data in a way that is easy to understand.

Dealing with data from multiple sources can be a challenge, as it requires businesses to integrate different types of data into a single system.

Low-quality data can also pose a challenge, as it can lead to inaccurate insights and decisions.

Other challenges include cultural dynamics within the organization, inaccessible data, lack of system integration, excessive costs, complexity and skills gaps.

By addressing these challenges effectively through proper planning and implementation of best practices for data insights, businesses can turn their data into actionable insights that drive growth and success.

Future of Data Insights

The future of data insights is promising, with several trends emerging that are expected to shape the industry in the coming years.

Businesses are expected to emphasize business intelligence, edge data, and cloud-native technologies.

Data democratization, artificial intelligence, and real-time data analytics are expected to become more prevalent.

Adaptive AI systems and metadata-driven data fabric are also expected to gain traction.

Real-time automated decision making and no-code solutions are also predicted to be important trends in the future of data insights.

Data quality and observability will continue to be important factors in ensuring accurate insights from data analysis.

By staying up-to-date with these trends and adopting new technologies and techniques as they emerge, businesses can stay ahead of the competition and turn their data into actionable insights that drive growth and success.

Also Read: Different Types of Survey Data Collection Methods You Should Know

[long-anti-covid]

Action item for people in the US with long covid:

the Long-Hauler Advocacy Project is asking people with long covid (and caregivers for people with long covid) to fill out their survey about the Social Security Disability process

they're trying to gather information that they can use in advocating to reform the disability application process

they are asking for responses from anyone with long covid, whether you've applied to SSDI or not (one of the things they are gathering data on is the reasons why people haven't applied.)

[primmsfairytale]

do you like video games and want to help an overachieving college student put way too much effort into their semester project?

well, do i have the opportunity for you! i'm trying to get more responses for this survey i made for my marketing class so i have a sample size that's actually, you know, useful. if you have a spare minute, i'd love if you could fill it out!

[multigenderswag]

Multigender Survey Results Dec 2023: Other

Modality

"Gender modality" refers to the relationship between one's assigned gender at birth and their gender identity. Cisgender and transgender are the most common modalities, but other labels are used as well.

Participants were asked “Which of these gender modality terms do you identify with?” The options provided were:

Cis: 81 (10.9%)

Trans: 640 (86.1%)

Isogender: 49 (6.6%)

Cistrans: 75 (10.1%)

Transfemmasc/transmascfem: 157 (21.1%)

The survey only provided transfemmasc as an option, but some participants wrote in transmascfem, and these have been combined.

Of the participants who identified as cistrans:

38 identified as both cis and trans (50.7%)

8 identified as cis, and not trans (10.7%)

22 identified as trans, and not cis (29.3%)

7 did not identify as cis or trans (9.3%)

Names

Participants were asked “What sort of name(s) do you use?” The options provided were:

Traditionally masculine name(s): 326 (43.9%)

Traditionally feminine name(s): 185 (24.9%)

Traditionally unisex name(s): 258 (34.7%)

Non-traditional name(s): 256 (34.5%)

Multiple names: 321 (43.2%)

Unsure/questioning: 56 (7.5%)

Intersex

Participants were asked “Are you intersex?” The options provided were:

Yes, and it affects my multigender identity: 52 (7.0%)

Yes, and I am unsure if it affects my multigender identity: 27 (3.6%)

Yes, and it doesn’t affect my multigender identity: 11 (1.5%)

No: 612 (82.4%)

A total of 90 participants (12.1%) were intersex. Additionally, 41 participants (5.5%) didn’t answer this question.

Of the intersex participants:

57.8% answered that being intersex affected their multigender identity

30.0% answered that they were unsure whether being intersex affected their multigender identity

12.2% answered that being intersex did not affect their multigender identity

Plurality

Participants were asked “Are you plural or part of a system?” The options provided were:

Yes, and it affects my multigender identity: 122 (16.4%)

Yes, and I am unsure if it affects my multigender identity: 63 (8.5%)

Yes, and it doesn’t affect my multigender identity: 53 (7.1%)

No: 470 (60.3%)

A total of 238 participants (32.0%) were plural or part of a system. Additionally, 35 participants (4.7%) didn’t answer this question. 

Of the participants who were plural or part of a system:

51.3% answered that being plural affected their multigender identity

26.5% answered that they were unsure whether being plural affected their multigender identity

22.3% answered that being plural did not affect their multigender identity