index
int64 0
764
| question
stringclasses 1
value | answer
stringlengths 2
739
⌀ | x
float32 -1
1
| y
float32 -1
1
| tile_index_64
int64 22
4.06k
| cluster
int64 0
70
| raw_cluster
int64 -1
70
| label
stringclasses 70
values | deleted
bool 1
class |
|---|---|---|---|---|---|---|---|---|---|
100 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data Viz is more about visual communication and not creating one Dashboard or SAC Story after another . And you should apply best practices or standards . | -0.92925 | -0.037149 | 1,922 | 8 | 8 | data viz Data | false |
101 | What do you think people you work with just don’t get about the data visualization work that you do?
| It's not only front end skills. You need to understand the client's needs, as well as data modelling. | -0.158326 | -0.233301 | 1,562 | 53 | 53 | great chart Excel | false |
102 | What do you think people you work with just don’t get about the data visualization work that you do?
| Benefit of accessible data viz, benefit of shared data viz language, not understanding the users | -0.847712 | -0.17165 | 1,668 | 8 | -1 | data viz Data | false |
103 | What do you think people you work with just don’t get about the data visualization work that you do?
| The flexibility and automation we provide is different than what one might have using excel for everything. Poor business processes cannot be overcome with only data visualization skills. | -0.22561 | -0.082457 | 1,880 | 62 | 62 | design visualization get | false |
104 | What do you think people you work with just don’t get about the data visualization work that you do?
| most people what their questions answered without investing any time in studying the visualisation | -0.209696 | -0.041675 | 1,945 | 62 | 62 | design visualization get | false |
105 | What do you think people you work with just don’t get about the data visualization work that you do?
| It takes a lot of time to clean the data and get it in the right format for analysis and visualization. Example: Check all that apply items are a relatively "friendly" format for survey respondents, but really need to be converted to a long (vs. wide) format for analysis and visualization. | -0.324469 | 0.428404 | 2,901 | 55 | 55 | data visualization format | false |
106 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time I spend cteating visual | -0.123937 | 0.689518 | 3,484 | 25 | 25 | much time takes | false |
107 | What do you think people you work with just don’t get about the data visualization work that you do?
| The impact and the advantages it has for the company. | 0.052685 | -0.578643 | 865 | 42 | -1 | value investment fairly | false |
108 | What do you think people you work with just don’t get about the data visualization work that you do?
| I work with accountants. They were never trained in data visualization or storytelling. As a result they struggle getting the message across to a non-accounting audience. | -0.446988 | -0.436488 | 1,169 | 70 | 70 | data people visualization | false |
109 | What do you think people you work with just don’t get about the data visualization work that you do?
| Whether or not data viz can actually influence important conversations, inform decision makers, or provide insight | -0.821616 | -0.313986 | 1,349 | 9 | 9 | data viz important | false |
110 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time goes into the design and how important the design is for effective data story telling. | -0.110878 | 0.367664 | 2,780 | 56 | -1 | data much different | false |
111 | What do you think people you work with just don’t get about the data visualization work that you do?
| Once they see my work, their mind is changed. But before they see my visualizations/dashboards, I find that people typically like to see every single number broken out every single way (usually in an Excel spreadsheet/table format). I swim hard against the stream to show others how much time they can save when those numbers are represented visually. All I need is to get them to sit down and view one of my dashboards and their opinions are typically swayed. | -0.331369 | -0.312067 | 1,429 | 70 | 70 | data people visualization | false |
112 | What do you think people you work with just don’t get about the data visualization work that you do?
| In business it is about speed, so spending time on visualisation is considered inefficient, when a simple excel chart will do | -0.212262 | -0.118613 | 1,817 | 62 | 62 | design visualization get | false |
113 | What do you think people you work with just don’t get about the data visualization work that you do?
| Understanding the magnitude/importance or lack thereof of movements comparing the same chart across years. | -0.251438 | -0.570514 | 855 | 48 | 48 | charts people chart | false |
114 | What do you think people you work with just don’t get about the data visualization work that you do?
| The time it takes to gather data from "traditional" systems. The lack of direct data connections to facilitate production of dashboards. The amount of time it takes to clean-up the data. | -0.27975 | 0.895289 | 3,863 | 1 | 1 | dashboard takes time | false |
115 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much harder it is to work with datasets that do not fit in memory | -0.620591 | 0.442584 | 2,956 | 11 | 11 | data much work | false |
116 | What do you think people you work with just don’t get about the data visualization work that you do?
| null | 0.98202 | -0.770045 | 511 | 5 | 5 | Na None normally | false |
117 | What do you think people you work with just don’t get about the data visualization work that you do?
| Not everything is geospatial - there is so much data and methods to visualization that do not involve geospatial analysis | -0.317829 | 0.087254 | 2,197 | 67 | 67 | data visualization visualizations | false |
118 | What do you think people you work with just don’t get about the data visualization work that you do?
| The time it takes to put together the final results | 0.471089 | 0.853398 | 3,823 | 22 | -1 | time takes much | false |
119 | What do you think people you work with just don’t get about the data visualization work that you do?
| Understanding its context | 0.382914 | -0.606758 | 812 | 31 | 31 | important importance details | false |
120 | What do you think people you work with just don’t get about the data visualization work that you do?
| When the chart is misleading for the data | -0.259761 | -0.621656 | 791 | 48 | 48 | charts people chart | false |
121 | What do you think people you work with just don’t get about the data visualization work that you do?
| constructing visualizations is an act of analysis | -0.415835 | 0.024408 | 2,066 | 67 | 67 | data visualization visualizations | false |
122 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much prep work I need to do before I can begin actually visualizing | -0.143994 | 0.641811 | 3,355 | 25 | 25 | much time takes | false |
123 | What do you think people you work with just don’t get about the data visualization work that you do?
| In my experience of working in several newsrooms, there's always a tension between text & data vis people. People know data vis is powerful, then it becomes a source of fear that people don't understand can be obsolete. | -0.585228 | -0.543697 | 909 | 66 | 66 | data people work | false |
124 | What do you think people you work with just don’t get about the data visualization work that you do?
| I don't think people trust a visualization without also having the underlying data available in excel | -0.368815 | -0.085489 | 1,876 | 70 | 70 | data people visualization | false |
125 | What do you think people you work with just don’t get about the data visualization work that you do?
| The difficulty of forcing the tools to present the data in the most useful ways | -0.610056 | 0.340438 | 2,700 | 19 | -1 | limitations tools want | false |
126 | What do you think people you work with just don’t get about the data visualization work that you do?
| It's not about the resulting graph | -0.343714 | -0.452237 | 1,109 | 70 | 70 | data people visualization | false |
127 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much time it takes on the backend to set up! | 0.378336 | 0.854557 | 3,820 | 22 | 22 | time takes much | false |
128 | What do you think people you work with just don’t get about the data visualization work that you do?
| They underestimate the amount of work that goes behind the scenes: eg data exploration, finding the right story | -0.355048 | -0.854643 | 276 | 63 | 63 | data viz work | false |
129 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don't always realize a subtle change may require reworking an entire visual. | 0.033796 | -0.254402 | 1,505 | 52 | 52 | information different require | false |
130 | What do you think people you work with just don’t get about the data visualization work that you do?
| It’s value | 0.117659 | -0.395016 | 1,251 | 42 | 42 | value investment fairly | false |
131 | What do you think people you work with just don’t get about the data visualization work that you do?
| Typically one of two things: (1) they are aware of data viz but prefer having the numbers over a chart, or (2) they aren't aware of what is possible in the way of data viz | -0.289742 | -0.70332 | 598 | 63 | -1 | data viz work | false |
132 | What do you think people you work with just don’t get about the data visualization work that you do?
| the work that needs to be done with the data before visualization can even begin | -0.38382 | 0.362388 | 2,771 | 55 | 55 | data visualization format | false |
133 | What do you think people you work with just don’t get about the data visualization work that you do?
| The complexity of getting it right while making it easy to understand | 0.411098 | 0.170904 | 2,413 | 49 | 49 | one understand simple | false |
134 | What do you think people you work with just don’t get about the data visualization work that you do?
| That it isn't a direct replacement for spreadsheets | -0.326554 | -0.410163 | 1,173 | 70 | 70 | data people visualization | false |
135 | What do you think people you work with just don’t get about the data visualization work that you do?
| I personally think quality is more important than quantity. This has led to conflicts, as managers usually want projects done at scale. | -0.002065 | -0.534693 | 927 | 42 | -1 | value investment fairly | false |
136 | What do you think people you work with just don’t get about the data visualization work that you do?
| Often it seems that dynamic visuals are relegated to Power Point slides instead of used in their native tooling. Leadership claims to want analysis but tends to push additional production of reports. | -0.26825 | -0.108497 | 1,815 | 62 | 62 | design visualization get | false |
137 | What do you think people you work with just don’t get about the data visualization work that you do?
| Cleaning up the original data set takes so much time | -0.563322 | 0.838949 | 3,725 | 3 | 3 | data time much | false |
138 | What do you think people you work with just don’t get about the data visualization work that you do?
| The input they need to provide in order to get a good result. | 0.374538 | -0.364284 | 1,323 | 35 | 35 | think know see | false |
139 | What do you think people you work with just don’t get about the data visualization work that you do?
| While they talk a lot about storytelling, they do not realize the effort that needs to be put into a good design and narrative | 0.089247 | -0.848981 | 290 | 14 | 14 | storytelling aspect importance | false |
140 | What do you think people you work with just don’t get about the data visualization work that you do?
| Those that make decisions lack basic understanding of dataviaualization in journalism | -0.4331 | -0.814397 | 338 | 64 | 64 | data understand decisions | false |
141 | What do you think people you work with just don’t get about the data visualization work that you do?
| the impact that I need to do with each data visualization, sometimes they think that isn't necessary | -0.492547 | -0.2972 | 1,424 | 70 | 70 | data people visualization | false |
142 | What do you think people you work with just don’t get about the data visualization work that you do?
| They always think it's secondary or complimentary. The focus would be on the research itself and nothing else. | 0.076035 | -0.371928 | 1,314 | 42 | 42 | value investment fairly | false |
143 | What do you think people you work with just don’t get about the data visualization work that you do?
| I think they are fascinated by it and value it hugely. Its finding the right project/budget to support the investment into visualization efforts. | -0.048156 | 0.00333 | 2,078 | 62 | 62 | design visualization get | false |
144 | What do you think people you work with just don’t get about the data visualization work that you do?
| There is more to making a good graphic than using a one stop shop tool like PowerBI and Tableau. People don’t understand or acknowledge that it has taken a herculean effort from people like Mike Bostock, Jeff Heer, Tamara Munzner, Shirley Wu, Alberto Cairo, Pat Hanrahan, Nadieh Bremer, Nathan Yau and others to get interactive visualization where it is today. My visualization work involves a lot of programming, data analysis, statistics,art and design choices to make good visualizations which some of these tools don’t provide especially for custom dashboards and tools | -0.231601 | 0.208249 | 2,456 | 62 | 62 | design visualization get | false |
145 | What do you think people you work with just don’t get about the data visualization work that you do?
| it is not possible to understand the impact that dataviz has on the communication of results | -0.85931 | -0.738937 | 516 | 0 | 0 | dataviz data Dataviz | false |
146 | What do you think people you work with just don’t get about the data visualization work that you do?
| The value it provides, and the time it requires. | 0.707455 | 0.733591 | 3,574 | 29 | 29 | time takes effort | false |
147 | What do you think people you work with just don’t get about the data visualization work that you do?
| The time it takes to do it. | 0.605664 | 0.760315 | 3,635 | 29 | 29 | time takes effort | false |
148 | What do you think people you work with just don’t get about the data visualization work that you do?
| How data visualization works and the value of it | -0.461259 | -0.049682 | 1,937 | 68 | 68 | data visualization ca | false |
149 | What do you think people you work with just don’t get about the data visualization work that you do?
| some think of dataviz as decoration; they are paying lip-service to a percieved trend | -0.835001 | -0.736553 | 517 | 0 | 0 | dataviz data Dataviz | false |
150 | What do you think people you work with just don’t get about the data visualization work that you do?
| arrogance | 0.975504 | -0.785216 | 447 | 5 | 5 | Na None normally | false |
151 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data preparation time | -0.560205 | 0.689052 | 3,470 | 12 | 12 | data time Data | false |
152 | What do you think people you work with just don’t get about the data visualization work that you do?
| Don't have enough time to pay attention | 0.676775 | 0.723451 | 3,573 | 29 | 29 | time takes effort | false |
153 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data viz takes a lot of time to do it well | -0.840443 | 0.395827 | 2,821 | 10 | -1 | data viz takes | false |
154 | What do you think people you work with just don’t get about the data visualization work that you do?
| Assumption the dataviz is quick and easy to create. Client preferences for non-best practice visualisations. Assumption that data volumes will not impact upon dashboard performance. | -0.877661 | -0.679924 | 643 | 0 | 0 | dataviz data Dataviz | false |
155 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don’t realise how long it takes or what is involved | 0.574715 | 0.157454 | 2,418 | 7 | -1 | magic takes requires | false |
156 | What do you think people you work with just don’t get about the data visualization work that you do?
| There is a lot of prep and custom calculations in the background as well as requirements of other departments to provide support | -0.292553 | 0.780869 | 3,606 | 36 | -1 | data complexity prep | false |
157 | What do you think people you work with just don’t get about the data visualization work that you do?
| How wide a variety of skills are required to create effective charts. | -0.121665 | -0.431592 | 1,180 | 69 | -1 | data make understand | false |
158 | What do you think people you work with just don’t get about the data visualization work that you do?
| The old correlation/causation issue. | -0.300698 | -0.614478 | 790 | 48 | 48 | charts people chart | false |
159 | What do you think people you work with just don’t get about the data visualization work that you do?
| Effort required to do the job (little time available) | 0.763553 | 0.613757 | 3,320 | 29 | 29 | time takes effort | false |
160 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data Literacy: Can't read data and charts | -0.558722 | -0.816147 | 334 | 18 | 18 | data literacy Data | false |
161 | What do you think people you work with just don’t get about the data visualization work that you do?
| When most stuff is one-off, why invest in code and replicability? | 0.374779 | 0.225946 | 2,539 | 49 | -1 | one understand simple | false |
162 | What do you think people you work with just don’t get about the data visualization work that you do?
| The complexity of disaggregating data into an easy to understand format and the time it takes | -0.430933 | 0.596161 | 3,282 | 36 | -1 | data complexity prep | false |
163 | What do you think people you work with just don’t get about the data visualization work that you do?
| Accessibility matters | 0.285008 | -0.841948 | 361 | 14 | -1 | storytelling aspect importance | false |
164 | What do you think people you work with just don’t get about the data visualization work that you do?
| The "hidden" labor of data preparation. The limitations of different tools and software. That many of the data visualizations that they see online or in print require dedicated teams with years of experience to create. | -0.387797 | 0.326292 | 2,707 | 55 | -1 | data visualization format | false |
165 | What do you think people you work with just don’t get about the data visualization work that you do?
| How labor and thought intensive it is to "just make a chart" or "just make a map". There are dozens if not hundreds of decisions that have to be made and people just think "poof" there's a map! Also, people think that data just exists. They have no idea that oftentimes the data they want doesn't actually exist, or it does but you have to pay for it, or it does but it's not in a format that's easy to use. | -0.267737 | -0.199826 | 1,623 | 60 | 60 | data tool people | false |
166 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don't get why it's important at all, too complicated | 0.347462 | -0.494458 | 1,067 | 31 | -1 | important importance details | false |
167 | What do you think people you work with just don’t get about the data visualization work that you do?
| That's it's data communication and not just pretty images | -0.504533 | -0.166859 | 1,679 | 70 | 70 | data people visualization | false |
168 | What do you think people you work with just don’t get about the data visualization work that you do?
| The data collection, cleaning and modelling that goes in before the visualisation. | -0.345159 | 0.518862 | 3,092 | 38 | 38 | data time visualization | false |
169 | What do you think people you work with just don’t get about the data visualization work that you do?
| How long and arduous it can be to connect to the data and clean it. | -0.558369 | 0.869533 | 3,790 | 3 | 3 | data time much | false |
170 | What do you think people you work with just don’t get about the data visualization work that you do?
| That data is used for decision making. Not just to judge their performance; data is true whether or not it is reported, but only by analyzing it can we use it | -0.413176 | -0.65503 | 722 | 65 | 65 | data use understand | false |
171 | What do you think people you work with just don’t get about the data visualization work that you do?
| That it is a skill requiring training, practise and support and that coding is a critical component. Total refusal to acknowledge how much time good data visualisation takes particularly when stakeholders keep changing their minda | -0.249578 | 0.363789 | 2,776 | 56 | 56 | data much different | false |
172 | What do you think people you work with just don’t get about the data visualization work that you do?
| no idea how much time is spent cleaning/prepping data | -0.540505 | 0.887671 | 3,854 | 3 | 3 | data time much | false |
173 | What do you think people you work with just don’t get about the data visualization work that you do?
| How valuable it is in conveying information to internal and external audiences | 0.203014 | -0.663145 | 678 | 32 | 32 | audience important help | false |
174 | What do you think people you work with just don’t get about the data visualization work that you do?
| I think people don’t respect the amount of time that goes into creating good visualizations but they appreciate it when they see it. It may also be viewed as something that is more of an art than a science and not something that money for training should be spent on. | 0.089396 | -0.064289 | 1,890 | 61 | 61 | make people look | false |
175 | What do you think people you work with just don’t get about the data visualization work that you do?
| The time it takes | 0.656459 | 0.906602 | 3,957 | 29 | 29 | time takes effort | false |
176 | What do you think people you work with just don’t get about the data visualization work that you do?
| I think they don’t understand the value of different chart types and how displaying multiple variables in one can be illuminating. | -0.177298 | -0.723448 | 538 | 47 | 47 | chart types feel | false |
177 | What do you think people you work with just don’t get about the data visualization work that you do?
| How much thought and expertise goes into making a visualization that people find find useable and useful. | -0.111989 | 0.06747 | 2,204 | 62 | 62 | design visualization get | false |
178 | What do you think people you work with just don’t get about the data visualization work that you do?
| It's much more than just pretty charts. It's not just about how it looks. Although looking polished and professional is an impactful part of it, the prep work, asking good questions, data cleaning and modelling, defining the appropriate metrics, and all the micro decisions that go into why a data point is represented the way it is, are all much more relevant and often overlooked or not even considered. Also, a tool doesn't do successful data viz. It is the skill of the person using the tool. Any tool is good if it's fit for purpose and well handled by the person using it. These points are really difficult to get across, as tool vendors focus too much on features and too little on what actually makes the tool successful when used. | -0.285765 | -0.180082 | 1,686 | 60 | 60 | data tool people | false |
179 | What do you think people you work with just don’t get about the data visualization work that you do?
| Nothing- we are all on the same page thankfully! | 0.803907 | -0.606718 | 825 | 4 | 4 | Nothing thing unprofetional | false |
180 | What do you think people you work with just don’t get about the data visualization work that you do?
| The process of data visualization design is not necessarily organic or "unplanned." | -0.258985 | 0.150756 | 2,327 | 67 | 67 | data visualization visualizations | false |
181 | What do you think people you work with just don’t get about the data visualization work that you do?
| They don’t know how a really good data visualization can change their work and outlook. | -0.327281 | -0.394454 | 1,237 | 70 | 70 | data people visualization | false |
182 | What do you think people you work with just don’t get about the data visualization work that you do?
| that it takes more time and deeper collaboration than they think | 0.589377 | 0.416716 | 2,930 | 27 | 27 | time takes work | false |
183 | What do you think people you work with just don’t get about the data visualization work that you do?
| We need more intuitive tools that are faster to use. I'm still learning new techniques, so I don't consider myself an expert. | 0.128524 | 0.538867 | 3,172 | 57 | 57 | intuitive learning need | false |
184 | What do you think people you work with just don’t get about the data visualization work that you do?
| How time consuming is to go from a "functional" viz to a "camera ready" viz. Exponential time spent in tweaking and not in designing | -0.965548 | 0.35148 | 2,753 | 6 | 6 | viz time takes | false |
185 | What do you think people you work with just don’t get about the data visualization work that you do?
| The amount of time it takes in data cleaning | -0.526201 | 0.903535 | 3,855 | 3 | 3 | data time much | false |
186 | What do you think people you work with just don’t get about the data visualization work that you do?
| The amount of time sourcing, shaping, and managing data sets in order to create visualizations can take. | -0.270248 | 0.509776 | 3,095 | 38 | 38 | data time visualization | false |
187 | What do you think people you work with just don’t get about the data visualization work that you do?
| Limitations in what software allows us to adjust on charts | -0.169906 | -0.562286 | 922 | 48 | 48 | charts people chart | false |
188 | What do you think people you work with just don’t get about the data visualization work that you do?
| Data Viz is the heart and soul of the entire report. I want them to admire it, appreciate it. But they're only concerned about the insights that come after the visualization. | -0.914264 | -0.146801 | 1,730 | 8 | 8 | data viz Data | false |
189 | What do you think people you work with just don’t get about the data visualization work that you do?
| What a quality visualisation looks like | -0.190653 | 0.196391 | 2,457 | 62 | 62 | design visualization get | false |
190 | What do you think people you work with just don’t get about the data visualization work that you do?
| null | 0.93316 | -0.746922 | 573 | 5 | 5 | Na None normally | false |
191 | What do you think people you work with just don’t get about the data visualization work that you do?
| They think it's just a better version of what they can already do in Excel. | -0.16952 | -0.9205 | 154 | 43 | 43 | Excel comfortable tables | false |
192 | What do you think people you work with just don’t get about the data visualization work that you do?
| How to design interactivity | -0.045303 | 0.109909 | 2,270 | 62 | 62 | design visualization get | false |
193 | What do you think people you work with just don’t get about the data visualization work that you do?
| Not understanding the value of data visualization | -0.449751 | -0.061151 | 1,937 | 68 | 68 | data visualization ca | false |
194 | What do you think people you work with just don’t get about the data visualization work that you do?
| That data visualization and analysis take away their control of data and their ability to make their own decisions or interpretations. The power of dataviz lies in its ability to supplement knowledge and experience, not to supplant it. | -0.798556 | -0.688889 | 582 | 0 | 0 | dataviz data Dataviz | false |
195 | What do you think people you work with just don’t get about the data visualization work that you do?
| I my entire organization is premised on the value of generating data and giving people tools to communicate about it | -0.592873 | -0.486533 | 1,037 | 66 | 66 | data people work | false |
196 | What do you think people you work with just don’t get about the data visualization work that you do?
| No problems so far | 0.995068 | -0.785588 | 447 | 5 | 5 | Na None normally | false |
197 | What do you think people you work with just don’t get about the data visualization work that you do?
| No their field of expertise | 0.662541 | -0.255289 | 1,525 | 34 | -1 | get part knowledge | false |
198 | What do you think people you work with just don’t get about the data visualization work that you do?
| they are too used to traditional written reports | -0.250927 | -0.798268 | 407 | 63 | 63 | data viz work | false |
199 | What do you think people you work with just don’t get about the data visualization work that you do?
| Why it's important. Not just flashy, but meant to communicate information in a simple, concise way | 0.302988 | -0.546945 | 937 | 31 | 31 | important importance details | false |