本文 PDF 地址： http://www.box.net/shared/mjrgpxauu4peo8fqlr8y
假如把 Twitter 看成是一个大赛场，把各位推友当成是一个个马拉松赛手，那么在这场漫长的运动中，大家正处于一个什么样的态势呢？
仍然通过一些小试验来做点探索吧。
本例先采集 @ooof 在 2011/9/5、2011/3/1、2010/9/1 三个时点好友的 好友/跟随/消息（F/F/W，Following / Follower / Tweets）数据。然后用 2011/9/5 数据（数据中对应各项，下同）减 2011/3/1 数据，得出 2011/3/1-2011/9/5 时段净增数据；用 2011/3/1 数据减 2010/9/1 数据得出 2010/9/1-2011/3/1 时段净增数据。再用 2011/3/1-2011/9/5 时段净增数据减 2010/9/1-2011/3/1 时段净增数据得出 2010/9/1-2011/3/1 时段与 2011/3/1-2011/9/5 时段数据净差。最后整体的数据分开为好友、跟随、消息三个单元，并分别以降序排序，见下表。
|
2010/9/5-2011/3/1 与 2011/3/1-2011/9/5 时段数据净差 |
|||||||
|
ID |
好友 |
|
ID |
跟随 |
|
ID |
消息 |
|
shayexin |
1225 |
|
BarackObama |
1546568 |
|
wenyuanchao |
2334 |
|
BarackObama |
916 |
|
Joi |
10002 |
|
mranti |
2325 |
|
shenzhen_litie |
142 |
|
HuPing1 |
638 |
|
thecarol |
2180 |
|
chinewinelover |
133 |
|
torproject |
460 |
|
bencrox |
1439 |
|
mranti |
132 |
|
herock |
379 |
|
hecaitou |
1267 |
|
wenyuanchao |
125 |
|
rmack |
337 |
|
zheng |
618 |
|
zheng |
68 |
|
jeanyim |
310 |
|
maoz |
577 |
|
chang_ping |
62 |
|
toridges |
308 |
|
MeMedia |
482 |
|
heqinglian |
44 |
|
qiyupu |
299 |
|
Joi |
449 |
|
isaac |
37 |
|
virushuo |
166 |
|
HuPing1 |
439 |
|
Joi |
36 |
|
zengjinyan |
164 |
|
ifre |
433 |
|
ericyinxu |
33 |
|
kunshou |
148 |
|
kunshou |
337 |
|
herock |
33 |
|
shizhao |
52 |
|
POPOEVER |
310 |
|
zuola |
28 |
|
OurDearAmy |
31 |
|
degewa |
243 |
|
chedong |
27 |
|
waffler22 |
24 |
|
MeiGuoCanKao |
225 |
|
Caiwangqin |
27 |
|
faydao |
23 |
|
Xying |
202 |
|
somephie |
25 |
|
mitjinwang |
14 |
|
Caiwangqin |
183 |
|
bencrox |
22 |
|
muugoo |
12 |
|
waffler22 |
101 |
|
yanghengjun |
19 |
|
colorjd |
9 |
|
BarackObama |
101 |
|
shizhao |
17 |
|
vista |
9 |
|
muugoo |
78 |
|
OurDearAmy |
10 |
|
TEDxXiamen |
8 |
|
isaac |
71 |
|
liudimouse |
9 |
|
rextiti |
5 |
|
shunz |
55 |
|
ganglu |
9 |
|
yining |
4 |
|
toridges |
45 |
|
kunshou |
9 |
|
asmile |
3 |
|
gaochunhui |
42 |
|
toridges |
8 |
|
cnumax |
1 |
|
parandroid |
40 |
|
wiliamlong |
8 |
|
doraemonshenlu |
1 |
|
wangdan1989 |
38 |
|
liangya_sg |
6 |
|
zhijunhou |
1 |
|
forcode |
35 |
|
hsin747 |
5 |
|
jjwen1021 |
1 |
|
chedong |
33 |
|
OliverDing |
4 |
|
jinmeizhang |
1 |
|
new5598 |
12 |
|
muugoo |
3 |
|
wioletleeadn |
0 |
|
ericyinxu |
8 |
|
BeiJing1989 |
3 |
|
smileleung |
0 |
|
xiuli |
5 |
|
digitialnomads |
3 |
|
tmnxjl |
0 |
|
torproject |
4 |
|
jianshuo |
1 |
|
linfen |
0 |
|
wioletleeadn |
0 |
|
zuodao |
1 |
|
new5598 |
-1 |
|
zouxin2000 |
0 |
|
Poiyzy |
1 |
|
guchanghong |
-1 |
|
doraemonshenlu |
0 |
|
LEMONed |
1 |
|
EduAnn2018 |
-1 |
|
guchanghong |
0 |
|
yeeyanese |
1 |
|
ustcendy |
-2 |
|
mitjinwang |
0 |
|
wioletleeadn |
0 |
|
ShumeiYu |
-2 |
|
tmnxjl |
0 |
|
new5598 |
0 |
|
cntom |
-2 |
|
ustcendy |
0 |
|
TruthCN |
0 |
|
xingzou40guo |
-3 |
|
jjwen1021 |
0 |
|
yuantianpeng |
0 |
|
BeiJing1989 |
-3 |
|
liangya_sg |
0 |
|
smileleung |
0 |
|
ngo20 |
-3 |
|
keso |
0 |
|
doraemonshenlu |
0 |
|
zouxin2000 |
-4 |
|
bloggerinsight |
-2 |
|
tmnxjl |
0 |
|
Poiyzy |
-4 |
|
yuantianpeng |
-3 |
|
xingzou40guo |
0 |
|
digitialnomads |
-5 |
|
smileleung |
-3 |
|
ustcendy |
0 |
|
zuodao |
-6 |
|
blazingcd |
-3 |
|
linfen |
0 |
|
susieli1983 |
-7 |
|
qiyupu |
-3 |
|
wenxin |
0 |
|
socialleamlab |
-7 |
|
yisu |
-5 |
|
Anothr |
0 |
|
changqingteng |
-7 |
|
OliverDing |
-5 |
|
TEDxXiamen |
0 |
|
hsin747 |
-8 |
|
jinmeizhang |
-6 |
|
zhijunhou |
0 |
|
tianjianping |
-9 |
|
rextiti |
-10 |
|
ifre |
0 |
|
Yang_rouchuan |
-10 |
|
socialleamlab |
-10 |
|
jjwen1021 |
0 |
|
ifre |
-11 |
|
asmile |
-11 |
|
xindanwei |
0 |
|
ericyinxu |
-12 |
|
zhijunhou |
-11 |
|
duanzi |
0 |
|
liangya_sg |
-13 |
|
xingzou40guo |
-13 |
|
jeanyim |
0 |
|
bloggerinsight |
-14 |
|
ShumeiYu |
-13 |
|
aleksoft |
0 |
|
yisu |
-14 |
|
BeiJing1989 |
-14 |
|
cnbloggercon |
0 |
|
OliverDing |
-14 |
|
TruthCN |
-19 |
|
qiyupu |
0 |
|
xiaorf |
-16 |
|
hsin747 |
-21 |
|
jinmeizhang |
0 |
|
shunz |
-17 |
|
mrqiufeng |
-24 |
|
EduAnn2018 |
0 |
|
xindanwei |
-27 |
|
cnbloggercon |
-25 |
|
cntom |
0 |
|
Xying |
-27 |
|
EduAnn2018 |
-25 |
|
cnumax |
-1 |
|
parandroid |
-31 |
|
chiao |
-27 |
|
maoz |
-1 |
|
MeMedia |
-36 |
|
linfen |
-29 |
|
bloggerinsight |
-1 |
|
chinewinelover |
-38 |
|
cntom |
-29 |
|
Xying |
-1 |
|
yuan_zi |
-39 |
|
changqingteng |
-31 |
|
MeMedia |
-1 |
|
chiao |
-40 |
|
wenxin |
-32 |
|
parandroid |
-1 |
|
sidekickick |
-41 |
|
cnumax |
-33 |
|
tuite_tips |
-2 |
|
POPOEVER |
-42 |
|
Poiyzy |
-33 |
|
mitjinwang |
-2 |
|
yibie |
-43 |
|
ganglu |
-33 |
|
waffler22 |
-2 |
|
wuzhiwo |
-45 |
|
aleksoft |
-35 |
|
susieli1983 |
-3 |
|
zheng |
-46 |
|
digitialnomads |
-35 |
|
asmile |
-3 |
|
yuantianpeng |
-47 |
|
OurDearAmy |
-36 |
|
colorjd |
-3 |
|
wenxin |
-47 |
|
TEDxXiamen |
-38 |
|
fanyafeng |
-4 |
|
aleksoft |
-49 |
|
yuan_zi |
-40 |
|
socialleamlab |
-4 |
|
Caiwangqin |
-52 |
|
shayexin |
-40 |
|
changqingteng |
-4 |
|
soneverdance |
-54 |
|
vista |
-47 |
|
wangxm |
-6 |
|
xiuli |
-54 |
|
jianshuo |
-52 |
|
zhengyun |
-6 |
|
wangxm |
-70 |
|
ngo20 |
-72 |
|
sidekickick |
-6 |
|
steftyn |
-84 |
|
colorjd |
-72 |
|
vista |
-6 |
|
gofeeling |
-87 |
|
gofeeling |
-75 |
|
ngo20 |
-7 |
|
somephie |
-94 |
|
Anothr |
-81 |
|
torproject |
-7 |
|
erning |
-100 |
|
zuodao |
-99 |
|
POPOEVER |
-7 |
|
cnbloggercon |
-112 |
|
shizhao |
-99 |
|
yining |
-8 |
|
ganglu |
-113 |
|
Yang_rouchuan |
-103 |
|
faydao |
-8 |
|
forcode |
-121 |
|
jason5ng32 |
-118 |
|
forcode |
-8 |
|
jianshuo |
-129 |
|
tuite_tips |
-143 |
|
thecarol |
-9 |
|
TruthCN |
-153 |
|
chang_ping |
-151 |
|
yisu |
-10 |
|
blazingcd |
-153 |
|
herock |
-152 |
|
keso |
-10 |
|
wenyuanchao |
-160 |
|
jeanyim |
-159 |
|
rextiti |
-11 |
|
gaochunhui |
-172 |
|
yanghengjun |
-173 |
|
gofeeling |
-11 |
|
theliuyan |
-175 |
|
wlixiong |
-177 |
|
guchanghong |
-12 |
|
Anothr |
-178 |
|
xiaorf |
-179 |
|
PersianXiaozhao |
-14 |
|
andrewyu |
-311 |
|
akanehotaru1025 |
-179 |
|
huyong |
-14 |
|
digitalboy |
-321 |
|
xindanwei |
-188 |
|
yuan_zi |
-15 |
|
riku |
-328 |
|
yining |
-188 |
|
jason5ng32 |
-15 |
|
feng37 |
-343 |
|
liujunning |
-193 |
|
hecaitou |
-16 |
|
mrqiufeng |
-366 |
|
erning |
-220 |
|
freemoren |
-16 |
|
maoz |
-366 |
|
huyong |
-223 |
|
shunz |
-16 |
|
LEMONed |
-369 |
|
wuerkaixi |
-235 |
|
xiuli |
-17 |
|
chedong |
-389 |
|
susieli1983 |
-251 |
|
andrewyu |
-17 |
|
glif |
-439 |
|
shenzhen_litie |
-278 |
|
zouxin2000 |
-18 |
|
zuihulu |
-476 |
|
livid |
-313 |
|
Yang_rouchuan |
-19 |
|
degewa |
-569 |
|
wuzhiwo |
-352 |
|
luoyonghao |
-21 |
|
fzhenghu |
-589 |
|
wiliamlong |
-360 |
|
wuzhiwo |
-22 |
|
livid |
-589 |
|
faydao |
-387 |
|
zuihulu |
-23 |
|
PersianXiaozhao |
-594 |
|
riku |
-391 |
|
riku |
-23 |
|
shenzhen_litie |
-629 |
|
duanzi |
-425 |
|
liujunning |
-24 |
|
thecarol |
-660 |
|
luoyonghao |
-430 |
|
blazingcd |
-25 |
|
engengpu |
-692 |
|
zuola |
-469 |
|
gaochunhui |
-25 |
|
keso |
-757 |
|
zengjinyan |
-484 |
|
puzhiqiang |
-28 |
|
SENSE1993 |
-812 |
|
tianjianping |
-497 |
|
mrqiufeng |
-28 |
|
jason5ng32 |
-939 |
|
yeeyanese |
-518 |
|
glif |
-28 |
|
tuite_tips |
-980 |
|
lianyue |
-528 |
|
ranyunfei |
-29 |
|
fanyafeng |
-1021 |
|
theliuyan |
-545 |
|
erning |
-30 |
|
liudimouse |
-1056 |
|
diigo |
-553 |
|
xiaorf |
-33 |
|
amoiist |
-1087 |
|
zuihulu |
-581 |
|
akanehotaru1025 |
-33 |
|
shayexin |
-1095 |
|
zhiyongxu |
-582 |
|
engengpu |
-33 |
|
yanghengjun |
-1120 |
|
somephie |
-646 |
|
chiao |
-36 |
|
lawyerkai |
-1122 |
|
yibie |
-660 |
|
izaobao |
-36 |
|
liujunning |
-1128 |
|
lawyerkai |
-692 |
|
wlixiong |
-37 |
|
mranti |
-1269 |
|
engengpu |
-707 |
|
livid |
-45 |
|
zuola |
-1304 |
|
SENSE1993 |
-713 |
|
zhiyongxu |
-46 |
|
isaac |
-1325 |
|
digitalboy |
-727 |
|
digitalboy |
-52 |
|
diigo |
-1334 |
|
soneverdance |
-729 |
|
feng37 |
-56 |
|
wiliamlong |
-1387 |
|
puzhiqiang |
-744 |
|
zengjinyan |
-57 |
|
MeiGuoCanKao |
-1398 |
|
izaobao |
-757 |
|
steftyn |
-58 |
|
hecaitou |
-1399 |
|
rmack |
-825 |
|
ShumeiYu |
-61 |
|
wangdan1989 |
-1417 |
|
zhengyun |
-920 |
|
lianyue |
-61 |
|
huyong |
-1525 |
|
PersianXiaozhao |
-1185 |
|
SENSE1993 |
-68 |
|
yeeyanese |
-1714 |
|
amoiist |
-1212 |
|
virushuo |
-80 |
|
wlixiong |
-1747 |
|
heqinglian |
-1353 |
|
HuPing1 |
-82 |
|
heqinglian |
-1866 |
|
andrewyu |
-1373 |
|
theliuyan |
-86 |
|
zhengyun |
-2001 |
|
steftyn |
-1377 |
|
tianjianping |
-89 |
|
chang_ping |
-2143 |
|
glif |
-1498 |
|
soneverdance |
-89 |
|
wuerkaixi |
-2205 |
|
chinewinelover |
-1551 |
|
MeiGuoCanKao |
-92 |
|
puzhiqiang |
-2333 |
|
feng37 |
-1591 |
|
wuerkaixi |
-101 |
|
zhiyongxu |
-2522 |
|
tengbiao |
-1692 |
|
amoiist |
-108 |
|
daxa |
-3057 |
|
freemoren |
-1772 |
|
degewa |
-116 |
|
izaobao |
-3136 |
|
sidekickick |
-1806 |
|
yibie |
-169 |
|
tengbiao |
-3416 |
|
fzhenghu |
-1854 |
|
fzhenghu |
-172 |
|
akanehotaru1025 |
-3559 |
|
ranyunfei |
-2093 |
|
diigo |
-232 |
|
duanzi |
-3820 |
|
fanyafeng |
-2836 |
|
rmack |
-345 |
|
ranyunfei |
-4650 |
|
LEMONed |
-2881 |
|
lawyerkai |
-475 |
|
lianyue |
-4725 |
|
liudimouse |
-3652 |
|
tengbiao |
-1163 |
|
freemoren |
-5808 |
|
wangxm |
-3991 |
|
wangdan1989 |
-1536 |
|
luoyonghao |
-6489 |
|
virushuo |
-5098 |
|
daxa |
-3105 |
|
bencrox |
-28576 |
|
daxa |
-5775 |
数据比较曲线图见下。
注：为使大多数数据能够有机会显示，去掉了全部数据中最大的三个数据，分别是：@BarackObama，@Joi，@bencrox 的跟随数，数值依次为：1546568，10002，-28576。
数据比较雷达图见下。
从以上比较可以得出数据具有以下特征：
- 整体上，数据上升要远远比数据下降少。上升数据大约占17.2%；下降数据大约占48.3%；维持平衡的数据大约占34.5%。
- 上升数据中消息数据上升更多；下降数据中跟随数据下降更多。
- 好友数据变化最小是最稳定的数据。
