数据
时间都去哪儿了? 中国时间利用调查研究报告 豆瓣
作者: 杜凤莲 2018
为了推动我国时间利用研究,实现联合国2030可持续发展目标和党的19大提出的中国特色社会主义新时代发展目标,2017年内蒙古大学与西南财经大学合作,在除新疆,西藏以外的29个进省市行了我国的第二次大规模时间利用调查。通过入户访谈填写日志的方法,调查队收集了来自于12,484个家庭的年龄在三岁以上30,715个个人前一日凌晨4:00至当日凌晨4:00每10分钟内为*小时间段从事了什么活动,在哪里从事这些活动,从事这些活动时与谁在一起,从事主要活动是还从事哪些次要活动的翔实信息。根据联合国统计署(UNSD)的国际活动分类,利用调查队把活动分为有酬劳动,无酬劳动,教育培训,休闲社交和个人照料五大类,其中有酬劳动分为工作和工作相关活动,家庭生产经营活动;无酬劳动分为做家务,照顾家人和对外提供帮助,购物,修车等活动;社交休闲分为体育锻炼,娱乐休闲,社会交往和宗教活动;个人照料分为睡眠,个人卫生,吃饭及其它饮食活动。这11类活动又细分为大约300种小类活动。
How Charts Lie 豆瓣
作者: Alberto Cairo W. W. Norton & Company 2019 - 10
A leading data visualization expert explores the negative―and positive―influences that charts have on our perception of truth.
We’ve all heard that a picture is worth a thousand words, but what if we don’t understand what we’re looking at? Social media has made charts, infographics, and diagrams ubiquitous―and easier to share than ever. We associate charts with science and reason; the flashy visuals are both appealing and persuasive. Pie charts, maps, bar and line graphs, and scatter plots (to name a few) can better inform us, revealing patterns and trends hidden behind the numbers we encounter in our lives. In short, good charts make us smarter―if we know how to read them.
However, they can also lead us astray. Charts lie in a variety of ways―displaying incomplete or inaccurate data, suggesting misleading patterns, and concealing uncertainty―or are frequently misunderstood, such as the confusing cone of uncertainty maps shown on TV every hurricane season. To make matters worse, many of us are ill-equipped to interpret the visuals that politicians, journalists, advertisers, and even our employers present each day, enabling bad actors to easily manipulate them to promote their own agendas.
In How Charts Lie, data visualization expert Alberto Cairo teaches us to not only spot the lies in deceptive visuals, but also to take advantage of good ones to understand complex stories. Public conversations are increasingly propelled by numbers, and to make sense of them we must be able to decode and use visual information. By examining contemporary examples ranging from election-result infographics to global GDP maps and box-office record charts, How Charts Lie demystifies an essential new literacy, one that will make us better equipped to navigate our data-driven world.