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1.冰与火之歌-五王之战分析/README.md

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+# 五王之战分析 - 冰与火之歌
+
+### 项目概述及目的
+
+五王之战（War of the Five Kings）是著名严肃奇幻小说《冰与火之歌》中的著名内战。这是一场规模空前、波及七大王国的内乱。顾名思义，前后共有五人在战争中称王：乔佛里、史坦尼斯、蓝礼均声称自己是铁王座的合法继承人。除此之外，罗柏·史塔克被北境众封臣推选为北境之王，巴隆·葛雷乔伊亦再度掀起独立大旗，欲摆脱铁王座的统治，自称为铁群岛之王。
+
+在此项目中，我将按照完整的数据分析的流程，对数据集进行探索性分析。
+
+### 项目步骤及流程
+
+- 提出问题
+- 数据评估和清理
+- 数据探索性分析 EDA及可视化
+- 多元逻辑回归，并对回归结果进行解读
+- 得出结论和反思
+
+### 软件的安装
+
+- pandas
+- numpy
+- matplotlib
+- statsmodels
+
+###文件描述
+
+- Game_of_thrones_battle_analysis.ipynb: 完整的数据分析代码和报告文件
+- battles.csv: 此数据集包含了五王之战期间的战争，它是所有战斗的大集合。该数据是Kaggle中[Game of Thrones](https://www.kaggle.com/mylesoneill/game-of-thrones)的一部分。
+- README.md
+

1.冰与火之歌-五王之战分析/battles.csv

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+name,year,battle_number,attacker_king,defender_king,attacker_1,attacker_2,attacker_3,attacker_4,defender_1,defender_2,defender_3,defender_4,attacker_outcome,battle_type,major_death,major_capture,attacker_size,defender_size,attacker_commander,defender_commander,summer,location,region,noteBattle of the Golden Tooth,298,1,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Tully,,,,win,pitched battle,1,0,15000,4000,Jaime Lannister,"Clement Piper, Vance",1,Golden Tooth,The Westerlands,Battle at the Mummer's Ford,298,2,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Baratheon,,,,win,ambush,1,0,,120,Gregor Clegane,Beric Dondarrion,1,Mummer's Ford,The Riverlands,Battle of Riverrun,298,3,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Tully,,,,win,pitched battle,0,1,15000,10000,"Jaime Lannister, Andros Brax","Edmure Tully, Tytos Blackwood",1,Riverrun,The Riverlands,Battle of the Green Fork,298,4,Robb Stark,Joffrey/Tommen Baratheon,Stark,,,,Lannister,,,,loss,pitched battle,1,1,18000,20000,"Roose Bolton, Wylis Manderly, Medger Cerwyn, Harrion Karstark, Halys Hornwood","Tywin Lannister, Gregor Clegane, Kevan Lannister, Addam Marbrand",1,Green Fork,The Riverlands,Battle of the Whispering Wood,298,5,Robb Stark,Joffrey/Tommen Baratheon,Stark,Tully,,,Lannister,,,,win,ambush,1,1,1875,6000,"Robb Stark, Brynden Tully",Jaime Lannister,1,Whispering Wood,The Riverlands,Battle of the Camps,298,6,Robb Stark,Joffrey/Tommen Baratheon,Stark,Tully,,,Lannister,,,,win,ambush,0,0,6000,12625,"Robb Stark, Tytos Blackwood, Brynden Tully","Lord Andros Brax, Forley Prester",1,Riverrun,The Riverlands,Sack of Darry,298,7,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Darry,,,,win,pitched battle,0,0,,,Gregor Clegane,Lyman Darry,1,Darry,The Riverlands,Battle of Moat Cailin,299,8,Balon/Euron Greyjoy,Robb Stark,Greyjoy,,,,Stark,,,,win,pitched battle,0,0,,,Victarion Greyjoy,,1,Moat Cailin,The North,Battle of Deepwood Motte,299,9,Balon/Euron Greyjoy,Robb Stark,Greyjoy,,,,Stark,,,,win,siege,0,0,1000,,Asha Greyjoy,,1,Deepwood Motte,The North,Battle of the Stony Shore,299,10,Balon/Euron Greyjoy,Robb Stark,Greyjoy,,,,Stark,,,,win,ambush,0,0,264,,Theon Greyjoy,,1,Stony Shore,The North,"Greyjoy's troop number based on the Battle of Deepwood Motte, in which Asha had 1000 soldier on 30 longships. That comes out to ~33 per longship. In the Battle of the Stony Shore, Theon has 8 longships, and just we can estimate that he has 8*33 =265 troops."Battle of Torrhen's Square,299,11,Robb Stark,Balon/Euron Greyjoy,Stark,,,,Greyjoy,,,,win,pitched battle,0,0,244,900,"Rodrik Cassel, Cley Cerwyn",Dagmer Cleftjaw,1,Torrhen's Square,The North,Greyjoy's troop number comes from the 264 estimate to have arrived on the stony shore minus the 20 Theon takes to attack Winterfell. Thus 264-20=244Battle of Winterfell,299,12,Balon/Euron Greyjoy,Robb Stark,Greyjoy,,,,Stark,,,,win,ambush,0,1,20,,Theon Greyjoy,Bran Stark,1,Winterfell,The North,"It isn't mentioned how many Stark men are left in Winterfell, other than ""very few""."Sack of Torrhen's Square,299,13,Balon/Euron Greyjoy,Balon/Euron Greyjoy,Greyjoy,,,,Stark,,,,win,siege,0,1,,,Dagmer Cleftjaw,,1,Torrhen's Square,The North,Sack of Winterfell,299,14,Joffrey/Tommen Baratheon,Robb Stark,Bolton,Greyjoy,,,Stark,,,,win,ambush,1,0,618,2000,"Ramsay Snow, Theon Greyjoy ","Rodrik Cassel, Cley Cerwyn, Leobald Tallhart",1,Winterfell,The North,"Since House Bolton betrays the Starks for House Lannister, we code this battle as between these two houses. Greyjoy men, numbering only 20, don't play a major part in the fighting and end up dying anyway."Battle of Oxcross,299,15,Robb Stark,Joffrey/Tommen Baratheon,Stark,Tully,,,Lannister,,,,win,ambush,1,1,6000,10000,"Robb Stark, Brynden Tully","Stafford Lannister, Roland Crakehall, Antario Jast",1,Oxcross,The Westerlands,Siege of Storm's End,299,16,Stannis Baratheon,Renly Baratheon,Baratheon,,,,Baratheon,,,,win,siege,1,0,5000,20000,"Stannis Baratheon, Davos Seaworth","Renly Baratheon, Cortnay Penrose, Loras Tyrell, Randyll Tarly, Mathis Rowan",1,Storm's End,The Stormlands,Battle of the Fords,299,17,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Tully,,,,loss,pitched battle,0,0,20000,10000,"Tywin Lannister, Flement Brax, Gregor Clegane, Addam Marbrand, Lyle Crakehall, Leo Lefford","Edmure Tully, Jason Mallister, Karyl Vance",1,Red Fork,The Riverlands,Sack of Harrenhal,299,18,Robb Stark,Joffrey/Tommen Baratheon,Stark,,,,Lannister,,,,win,ambush,1,0,100,100,"Roose Bolton, Vargo Hoat, Robett Glover",Amory Lorch,1,Harrenhal,The Riverlands,Battle of the Crag,299,19,Robb Stark,Joffrey/Tommen Baratheon,Stark,,,,Lannister,,,,win,ambush,0,0,6000,,"Robb Stark, Smalljon Umber, Black Walder Frey",Rolph Spicer,1,Crag,The Westerlands,Battle of the Blackwater,299,20,Stannis Baratheon,Joffrey/Tommen Baratheon,Baratheon,,,,Lannister,,,,loss,pitched battle,1,1,21000,7250,"Stannis Baratheon, Imry Florent, Guyard Morrigen, Rolland Storm, Salladhor Saan, Davos Seaworth","Tyrion Lannister, Jacelyn Bywater, Sandor Clegane, Tywin Lannister, Garlan Tyrell, Mace Tyrell, Randyll Tarly",1,King's Landing,The Crownlands,Siege of Darry,299,21,Robb Stark,Joffrey/Tommen Baratheon,Darry,,,,Lannister,,,,win,siege,0,0,,,Helman Tallhart,,1,Darry,The Riverlands,Battle of Duskendale,299,22,Robb Stark,Joffrey/Tommen Baratheon,Stark,,,,Lannister,,,,loss,pitched battle,1,0,3000,,"Robertt Glover, Helman Tallhart","Randyll Tarly, Gregor Clegane",1,Duskendale,The Crownlands,Battle of the Burning Septry,299,23,,,Brotherhood without Banners,,,,Brave Companions,,,,win,pitched battle,0,0,,,,,1,,The Riverlands,Battle of the Ruby Ford,299,24,Joffrey/Tommen Baratheon,Robb Stark,Lannister,,,,Stark,,,,win,pitched battle,0,0,,6000,Gregor Clegane,"Roose Bolton, Wylis Manderly",,Ruby Ford,The Riverlands,Retaking of Harrenhal,299,25,Joffrey/Tommen Baratheon,,Lannister,,,,Brave Companions,,,,win,pitched battle,1,0,,,Gregor Clegane,Vargo Hoat,1,Harrenhal,The Riverlands,The Red Wedding,299,26,Joffrey/Tommen Baratheon,Robb Stark,Frey,Bolton,,,Stark,,,,win,ambush,1,1,3500,3500,"Walder Frey, Roose Bolton, Walder Rivers",Robb Stark,1,The Twins,The Riverlands,"This observation refers to the battle against the Stark men, not the attack on the wedding"Siege of Seagard,299,27,Robb Stark,Joffrey/Tommen Baratheon,Frey,,,,Mallister,,,,win,siege,0,1,,,Walder Frey,Jason Mallister,1,Seagard,The Riverlands,Battle of Castle Black,300,28,Stannis Baratheon,Mance Rayder,Free folk,Thenns,Giants,,Night's Watch,Baratheon,,,loss,siege,1,1,100000,1240,"Mance Rayder, Tormund Giantsbane, Harma Dogshead, Magnar Styr, Varamyr","Stannis Baratheon, Jon Snow, Donal Noye, Cotter Pyke",0,Castle Black,Beyond the Wall,Fall of Moat Cailin,300,29,Joffrey/Tommen Baratheon,Balon/Euron Greyjoy,Bolton,,,,Greyjoy,,,,win,siege,0,0,,,Ramsey Bolton,,0,Moat Cailin,The North,Sack of Saltpans,300,30,,,Brave Companions,,,,,,,,win,razing,0,0,,,Rorge,,0,Saltpans,The Riverlands,Retaking of Deepwood Motte,300,31,Stannis Baratheon,Balon/Euron Greyjoy,Baratheon,Karstark,Mormont,Glover,Greyjoy,,,,win,pitched battle,0,0,4500,200,"Stannis Baratheon, Alysane Mormot",Asha Greyjoy,0,Deepwood Motte,The North,Battle of the Shield Islands,300,32,Balon/Euron Greyjoy,Joffrey/Tommen Baratheon,Greyjoy,,,,Tyrell,,,,win,pitched battle,0,0,,,"Euron Greyjoy, Victarion Greyjoy",,0,Shield Islands,The Reach,"Invasion of Ryamsport, Vinetown, and Starfish Harbor",300,33,Balon/Euron Greyjoy,Joffrey/Tommen Baratheon,Greyjoy,,,,Tyrell,,,,win,razing,0,0,,,"Euron Greyjoy, Victarion Greyjoy",,0,"Ryamsport, Vinetown, Starfish Harbor",The Reach,Second Seige of Storm's End,300,34,Joffrey/Tommen Baratheon,Stannis Baratheon,Baratheon,,,,Baratheon,,,,win,siege,0,0,,200,"Mace Tyrell, Mathis Rowan",Gilbert Farring,0,Storm's End,The Stormlands,Siege of Dragonstone,300,35,Joffrey/Tommen Baratheon,Stannis Baratheon,Baratheon,,,,Baratheon,,,,win,siege,0,0,2000,,"Loras Tyrell, Raxter Redwyne",Rolland Storm,0,Dragonstone,The Stormlands,Siege of Riverrun,300,36,Joffrey/Tommen Baratheon,Robb Stark,Lannister,Frey,,,Tully,,,,win,siege,0,0,3000,,"Daven Lannister, Ryman Fey, Jaime Lannister",Brynden Tully,0,Riverrun,The Riverlands,Siege of Raventree,300,37,Joffrey/Tommen Baratheon,Robb Stark,Bracken,Lannister,,,Blackwood,,,,win,siege,0,1,1500,,"Jonos Bracken, Jaime Lannister",Tytos Blackwood,0,Raventree,The Riverlands,Siege of Winterfell,300,38,Stannis Baratheon,Joffrey/Tommen Baratheon,Baratheon,Karstark,Mormont,Glover,Bolton,Frey,,,,,,,5000,8000,Stannis Baratheon,Roose Bolton,0,Winterfell,The North,

2.Stroop心理测试实验/README.md

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+# 检测心理学现象
+
+### 项目概述及目的
+
+在此项目中，我们将研究一个经典的实验心理学现象，叫做[斯特鲁普效应](https://en.wikipedia.org/wiki/Stroop_effect)。
+
+![](C:\Users\apple\Desktop\DAND项目\DAND进阶项目\0. To GitHub\2. Stroop心理测试实验\stroop_img.jpg)
+
+### 项目步骤及流程
+
+- 先了解该心理学测试实验，创建关于任务结果的假设，并自己研究该任务
+- 查看同样执行了该任务的其他人收集的数据，并计算描述结果的统计学数据
+- 用假设来解释其结果，其中需要用到 T 检验的知识
+
+### 软件的安装
+
+- pandas
+- scipy.stats
+- matplotlib
+
+###文件描述
+
+- Stroop_effect_test.ipynb: 完整的数据分析代码，统计检测及报告文件
+- stroopdata.csv: 关于该心理测试的测试结果数据集
+- README.md
+