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Statistics
What is Statistics?
What is statistical mean, median, mode, and range?
What are my hypotheses?
What is a p-value, really?
How do I know what analysis to do?
What is Statistics?
Statistics is the study of the collection, organization, analysis, interpretation and presentation of data.

What is statistical mean, median, mode, and range?
Calculating the Mean, Median, Mode and Range for simple data
The table below shows how to calculate the mean, median, mode and range for two sets of data.
Set A contains the numbers 2, 2, 3, 5, 5, 7, 8 and Set B contains the numbers 2, 3, 3, 4, 6, 7.

Measure
Set A
2, 2, 3, 5, 5, 7, 8
Set B
2, 3, 3, 4, 6, 7
The Mean
To find the mean, you
need to add up all the
data, and then divide
this total by the number
of values in the data.
Adding the numbers up gives:
2 + 2 + 3 + 5 + 5 + 7 + 8 = 32

There are 7 values, so you divide
the total by 7:    32 ÷ 7 = 4.57...

So the mean is 4.57 (2 d.p.)

Adding the numbers up gives:
2 + 3 + 3 + 4 + 6 + 7 = 25

There are 6 values, so you divide
the total by 6:    25 ÷ 6 = 4.166...

So the mean is 4.17 (2 d.p.)

The Median
To find the median, you
need to put the values
in order, then find the
middle value. If there are
two values in the middle
then you find the mean
of these two values.
The numbers in order:
2 , 2 , 3 , (5) , 5 , 7 , 8

The middle value is marked in
brackets, and it is 5.

So the median is 5

The numbers in order:
2 , 3 , (3 , 4) , 6 , 7

This time there are two values in
the middle. They have been put
in brackets. The median is found
by calculating the mean of these
two values:    (3 + 4) ÷ 2 = 3.5

So the median is 3.5

The Mode
The mode is the value
which appears the most
often in the data. It is
possible to have more
than one mode if there
is more than one value
which appears the most.
The data values:
2 , 2 , 3 , 5 , 5 , 7 , 8

The values which appear most
often are 2 and 5. They both
appear more time than any
of the other data values.

So the modes are 2 and 5

The data values:
2 , 3 , 3 , 4 , 6 , 7

This time there is only one value
which appears most often - the
number 3. It appears more times
than any of the other data values.

So the mode is 3

The Range
To find the range, you
first need to find the
lowest and highest values
in the data. The range is
found by subtracting the
lowest value from the
highest value.
The data values:
2 , 2 , 3 , 5 , 5 , 7 , 8

The lowest value is 2 and the
highest value is 8. Subtracting
the lowest from the highest
gives:    8 - 2 = 6

So the range is 6

The data values:
2 , 3 , 3 , 4 , 6 , 7

The lowest value is 2 and the
highest value is 7. Subtracting
the lowest from the highest
gives:    7 - 2 = 5

So the range is 5


1.Introduction
2.Different Types of Data

    1.Primary and Secondary Data
    2.Quantitative and Qualitative Data
    Qualitative data
    Qualitative data is a categorical measurement expressed not in terms of numbers, but rather by means of a natural language description.

    Quantitative data
    Quantitative data is a numerical measurement expressed not by means of a natural language description, but rather in terms of numbers.
3.Methods of Data Collection
4.Data Analysis
5.Summary Statistics
6.Displaying Data
    1.Bar Charts
    2.Comparative Bar Charts
    3.Histograms
    4.Scatter Plots
    5.Box Plots
    6.Pie Charts
    7.Comparative Pie Charts
    8.Pictograms
    9.Line Graphs
    10.Frequency Polygon
7.Probability
8.Distributions
9.Testing Statistical Hypothesis
10.Point Estimates
11.Practice Problems
12.Numerical Methods
13.Multivariate Data Analysis
14.Analysis of Specific Datasets

Analysis of Variance
Confidence Intervals
Calculation of Normal Probabilities
Correlation and Regression Analysis
Create scatter plots
Create Time Series plots
Descriptive Statistics
Hypothesis Testing
Linear Regression Tool
Mean & St. Dev. Calculator
Metric Conversions
Normal Probability Tool
Pie Chart Tool
Quadratic Equations Solver
Solved Statistics Problems
System of Equations Solver

What conclusions can be drawn from sample data?
What is the degree of certainty of these conclusions?
What actions should be taken on the basis of the conclusions drawn from these data?


Here are further guidelines.
What are examples of various states in various continents around the world?

North American States

  1. Alabama (AL)

  2. Alaska (AK)

  3. Arizona (AZ)

  4. Arkansas (AR)

  5. Alberta (AB)

  6. British Columbia (BC)

  7. California (CA)

  8. Colorado (CO)

  9. Connecticut (CT)

  10. Delaware (DE)

  11. Florida (FL)

  12. Georgia (GA)

  13. Hawaii (HI)

  14. Idaho (ID)

  15. Illinois (IL)

  16. Indiana (IN)

  17. Iowa (IA)

  18. Kansas (KS)

  19. Kentucky (KY)

  20. Louisiana (LA)

  21. Maine (ME)

  22. Maryland (MD)

  23. Massachusetts (MA)

  24. Michigan (MI)

  25. Minnesota (MN)

  26. Mississippi (MS)

  27. Missouri (MO)

  28. Montana (MT)

  29. Manitoba (MB)

  30. Mexico (MX)

  31. Nebraska (NE)

  32. Nevada (NV)

  33. New Hampshire (NH)

  34. New Jersey (NJ)

  35. New Mexico (NM)

  36. New York (NY)

  37. North Carolina (NC)

  38. North Dakota (ND)

  39. New Brunswick (NB)

  40. Newfoundland and Labrador (NL)

  41. Northwest Territories (NT)

  42. Nova Scotia (NS)

  43. Nunavut (NU)

  44. Ohio (OH)

  45. Oklahoma (OK)

  46. Oregon (OR)

  47. Ontario (ON)

  48. Pennsylvania (PA)

  49. Prince Edward Island (PE)

  50. Quebec (QC)

  51. Rhode Island (RI)

  52. South Carolina (SC)

  53. South Dakota (SD)

  54. Saskatchewan (SK)

  55. Tennessee (TN)

  56. Texas (TX)

  57. Utah (UT)

  58. Vermont (VT)

  59. Virginia (VA)

  60. Washington (WA)

  61. West Virginia (WV)

  62. Wisconsin (WI)

  63. Wyoming (WY)

  64. Yukon (YT)
    Asian States

  65. Albania

  66. Andorra

  67. Armenia

  68. Austria

  69. Azerbaijan

  70. Arkhangelsk Oblast

  71. Anhui Province

  72. Afghanistan

  73. Assam

  74. Arunachal Pradesh

  75. Andhra Pradesh

  76. Andaman and Nicober Islands

  77. Balochistan

  78. Bangladesh

  79. Bhutan

  80. Brunei

  81. Belarus

  82. Belgium

  83. Bosnia and Herzegovina

  84. Bulgaria

  85. Bihar

  86. Bahrain

  87. Chechnya

  88. Croatia

  89. Cyprus

  90. Czech Republic

  91. Cambodia

  92. Chukotka Autonomous Okrug

  93. Chhattisgarh

  94. Daman and Diu

  95. Dadra and Nagar Haveli

  96. Denmark

  97. England

  98. Estonia

  99. East Timor

  100. Finland

  101. Fujian Province

  102. France

  103. Gujarat

  104. Goa

  105. Georgia

  106. Germany

  107. Gibraltar

  108. Greece

  109. Gansu Province

  110. Guangdong Province

  111. Guangxi Province

  112. Guizhou

  113. Heilongjiang

  114. Hong Kong

  115. Hubei

  116. Hainan Province

  117. Henan Province

  118. Hunan Province

  119. Himachal Pradesh

  120. Hungary

  121. Inner Mongolia

  122. Indonesia

  123. Iran

  124. Iraq

  125. Iceland

  126. Ireland

  127. Italy

  128. Japan

  129. Jeddah

  130. Jiangxi Province

  131. Jordan

  132. Jiangsu

  133. Jiangxi

  134. Jilin

  135. Jharkhand

  136. Kashmir

  137. Karnataka

  138. Kerala

  139. Kazakhstan

  140. Korea - North

  141. Korea - South

  142. Kyrgyzstan

  143. Kuwait

  144. Kaliningrad Oblast

  145. Lakshadweep

  146. Latvia

  147. Liechtenstein

  148. Lithuania

  149. Luxembourg

  150. Laos

  151. Lebanon

  152. Liaoning Province

  153. Liaoning

  154. Manipur

  155. Mizoram

  156. Maharashtra

  157. Madhya Pradesh

  158. Meghalaya

  159. Malaysia

  160. Maldives

  161. Magadan Oblast

  162. Mongolia

  163. Myanmar

  164. Macedonia

  165. Malta

  166. Medina

  167. Mecca

  168. Moldova

  169. Monaco

  170. Montenegro

  171. NCT of Delhi

  172. Nagaland

  173. Netherlands

  174. Northern Ireland

  175. Norway

  176. Ningxia

  177. Nepal

  178. Oman

  179. Orissa

  180. Puducherry

  181. Punjab

  182. Peshawar

  183. Philippines

  184. Poland

  185. Portugal

  186. Palestine

  187. Qinghai Province

  188. Qinghai

  189. Qatar

  190. Rajasthan

  191. Romania

  192. Sikkim

  193. Syria

  194. Sindh

  195. Singapore

  196. Sri Lanka

  197. Scotland

  198. Serbia

  199. Slovakia

  200. Slovenia

  201. Spain

  202. Sweden

  203. Switzerland

  204. Shaanxi Province

  205. Shandong

  206. Shanxi

  207. Sichuan

  208. Taiwan

  209. Tajikistan

  210. Thailand

  211. Tibet

  212. Tripura

  213. Tamil Nadu

  214. Turkey

  215. Turkmenistan

  216. Ukraine

  217. Uzbekistan

  218. Uttarakhand

  219. United Arab Emirates

  220. Uttar Pradesh

  221. Vietnam

  222. Vatican City

  223. Wales

  224. West Bengal

  225. Xinjiang

  226. Yunnan

  227. Yemen

  228. Yamalo-Nenets Autonomous Okrug

  229. Zhejiang
    Africa

  230. Algeria

  231. Angola

  232. Burundi

  233. Benin

  234. Burkina Faso

  235. Botswana

  236. Cape Verde

  237. Côte d'Ivoire

  238. Comoros

  239. Cameroon

  240. Central African Republic

  241. Chad

  242. Canary Islands

  243. Ceuta

  244. Democratic Republic of the Congo

  245. Djibouti

  246. Egypt

  247. Eritrea

  248. Ethiopia

  249. Equatorial Guinea

  250. Gabon

  251. Gambia

  252. Ghana

  253. Guinea

  254. Guinea-Bissau

  255. Kenya

  256. Liberia

  257. Lesotho

  258. Madagascar

  259. Malawi

  260. Mauritius

  261. Mayotte

  262. Mozambique

  263. Mali

  264. Mauritania

  265. Madeira

  266. Melilla

  267. Morocco

  268. Niger

  269. Nigeria

  270. Namibia

  271. Réunion

  272. Rwanda

  273. Republic of the Congo

  274. São Tomé and Príncipe

  275. Saint Helena

  276. Senegal

  277. Sierra Leone

  278. Seychelles

  279. Somalia

  280. South Africa

  281. Swaziland

  282. South Sudan

  283. Sudan

  284. Tanzania

  285. Togo

  286. Tunisia

  287. Uganda

  288. Western Sahara

  289. Zambia

  290. Zimbabwe
    Australia

  291. Northern Territory

  292. South Australia

  293. Queensland

  294. New South Wales

  295. Victoria (Australia)

  296. Western Australian

  297. Tasmania

  298. New Zealand
    Latin

  299. Acre (Asif Province)

  300. Alagoas

  301. Amapá

  302. Amazonas

  303. Bahia

  304. Buenos Aires Province

  305. Ceará

  306. Chubut Province

  307. Córdoba Province

  308. Goiás

  309. Bolivia

  310. Chile

  311. Colombia

  312. Ecuador

  313. Falkland Islands

  314. French Guiana

  315. Guyana

  316. Paraguay

  317. Peru

  318. Río Negro

  319. Santa Cruz

  320. Santa Fe Province

  321. Salta Province

  322. South Georgia

  323. Suriname

  324. Uruguay

  325. Venezuela