The 2007-2017 USA economy change: how data reflect the crisis——20151302831 邓钫方

United State, remains the largest global economic system, plays a very important role in maintaining the stability of international monetary market, the every small change in American Finance could trigger butterfly effect in international world. So it would be very necessary for us to find and learn the phenomenon and rule from megadata. On this paper, I would use data visualization (and dynamic visualization as much as possible) to make the exhibition.


Figure 1 2007-2017 USA Umemployment Rate

Figure 1 demonstrates that USA unemployment rate has improved since 2007 or earlier, and it reaches the top in 2010, which was the year after the 2009 outbreak of American financial crisis, though it was the highest peak among the 2007-2017’s UR(Unemployment data), however, the  flat slope line reflect the hysteresis effect of this disaster. After the 2010, the UR has gradually descended and finally under the world unemployment rate line in 2015. Up to 2017, the American UR still has a downtrend. In 4th June,2018, the FED(the Federal Reserve) publish the newest official unemployment rate, and it has fell to 3.8%, which is the lowest value since 2000.


Figure 2 The Change of USA State Unemployment Rate(GIF)

Figure 2 is a dynamic visualization map, demonstrating the UR change of USA state Among 2007, 2009, 2015 and 2017. Due to the particularity of Puerto Rico, the map remove both the geographical and digital data of it, so the whole map would only includes the 51 states of America. This map graph shows that North&South Dakota and Nebraska state have relatively low UR, even in the year of financial crisis they still stay stable, it could relates to its highly developed agricultural system, this system make sure that once the international financial market suffer a depression, this three states could have a less negative impact .Besides, the Michigan state had the big change during the crisis, maybe because of its intense industrialization of automobile. And it also could see that the states UR come to lower in 2017 than it in 2007.

Figure 3 2007-2017 USA Civilian Labor Force And Growth Rate

Figure 3 shows the growth of USA civilian labor force and its growth rate curve, the steep slope between 2008 and 2009 demonstrates the depression of labor market and it also could explain why the unemployment rate would reach a peak in poor economic environment. The growth rate curve keeps fluctuating and up to 2017 it stills haven’t recover to the value which it reached in 2008.


Figure 4 2017 USA States Civilian Labor Force Rate

Figure 4 illustrates the proportion of USA civilian labor rate and it can tell from the graph that the California state has the most proportion and the Texas stay the second. California is the one of the most developing state in USA, in 2018, its real GDP achieved to the growth rate of 3.4%, and total amout of 2.747 trillion, its economy of scale has surpassed Britain and become the World’s fifth economic entity.

The difficulty of data visualization is how to find out the relevance and rule behind the mass data, and making analysis of it, I think the domestic data environment still needs to be improved, at least in the part of data collection and public. Besides, the most important of data visualization is not making a coolest picture but making a lucid graph.

©著作权归作者所有,转载或内容合作请联系作者
  • 序言:七十年代末,一起剥皮案震惊了整个滨河市,随后出现的几起案子,更是在滨河造成了极大的恐慌,老刑警刘岩,带你破解...
    沈念sama阅读 204,293评论 6 478
  • 序言:滨河连续发生了三起死亡事件,死亡现场离奇诡异,居然都是意外死亡,警方通过查阅死者的电脑和手机,发现死者居然都...
    沈念sama阅读 85,604评论 2 381
  • 文/潘晓璐 我一进店门,熙熙楼的掌柜王于贵愁眉苦脸地迎上来,“玉大人,你说我怎么就摊上这事。” “怎么了?”我有些...
    开封第一讲书人阅读 150,958评论 0 337
  • 文/不坏的土叔 我叫张陵,是天一观的道长。 经常有香客问我,道长,这世上最难降的妖魔是什么? 我笑而不...
    开封第一讲书人阅读 54,729评论 1 277
  • 正文 为了忘掉前任,我火速办了婚礼,结果婚礼上,老公的妹妹穿的比我还像新娘。我一直安慰自己,他们只是感情好,可当我...
    茶点故事阅读 63,719评论 5 366
  • 文/花漫 我一把揭开白布。 她就那样静静地躺着,像睡着了一般。 火红的嫁衣衬着肌肤如雪。 梳的纹丝不乱的头发上,一...
    开封第一讲书人阅读 48,630评论 1 281
  • 那天,我揣着相机与录音,去河边找鬼。 笑死,一个胖子当着我的面吹牛,可吹牛的内容都是我干的。 我是一名探鬼主播,决...
    沈念sama阅读 38,000评论 3 397
  • 文/苍兰香墨 我猛地睁开眼,长吁一口气:“原来是场噩梦啊……” “哼!你这毒妇竟也来了?” 一声冷哼从身侧响起,我...
    开封第一讲书人阅读 36,665评论 0 258
  • 序言:老挝万荣一对情侣失踪,失踪者是张志新(化名)和其女友刘颖,没想到半个月后,有当地人在树林里发现了一具尸体,经...
    沈念sama阅读 40,909评论 1 299
  • 正文 独居荒郊野岭守林人离奇死亡,尸身上长有42处带血的脓包…… 初始之章·张勋 以下内容为张勋视角 年9月15日...
    茶点故事阅读 35,646评论 2 321
  • 正文 我和宋清朗相恋三年,在试婚纱的时候发现自己被绿了。 大学时的朋友给我发了我未婚夫和他白月光在一起吃饭的照片。...
    茶点故事阅读 37,726评论 1 330
  • 序言:一个原本活蹦乱跳的男人离奇死亡,死状恐怖,灵堂内的尸体忽然破棺而出,到底是诈尸还是另有隐情,我是刑警宁泽,带...
    沈念sama阅读 33,400评论 4 321
  • 正文 年R本政府宣布,位于F岛的核电站,受9级特大地震影响,放射性物质发生泄漏。R本人自食恶果不足惜,却给世界环境...
    茶点故事阅读 38,986评论 3 307
  • 文/蒙蒙 一、第九天 我趴在偏房一处隐蔽的房顶上张望。 院中可真热闹,春花似锦、人声如沸。这庄子的主人今日做“春日...
    开封第一讲书人阅读 29,959评论 0 19
  • 文/苍兰香墨 我抬头看了看天上的太阳。三九已至,却和暖如春,着一层夹袄步出监牢的瞬间,已是汗流浃背。 一阵脚步声响...
    开封第一讲书人阅读 31,197评论 1 260
  • 我被黑心中介骗来泰国打工, 没想到刚下飞机就差点儿被人妖公主榨干…… 1. 我叫王不留,地道东北人。 一个月前我还...
    沈念sama阅读 44,996评论 2 349
  • 正文 我出身青楼,却偏偏与公主长得像,于是被迫代替她去往敌国和亲。 传闻我的和亲对象是个残疾皇子,可洞房花烛夜当晚...
    茶点故事阅读 42,481评论 2 342

推荐阅读更多精彩内容