The Spirit Lake Massacre

Total Page:16

File Type:pdf, Size:1020Kb

The Spirit Lake Massacre The Spirit Lake Massacre by Thomas Teakle, 1878-1969 Published: 1918 The State Historical Society of Iowa J J J J J I I I I I Table of Contents Editor‘s Introduction Author‘s Preface & Chapter I … The Advancing Frontier. Chapter II … Indian Wrongs and Discontent. Chapter III … The Unprotected Frontier. Chapter IV … The Grindstone War and the Death of Sidominadota. Chapter V … The Frontier and the Winter of 1856- 1857. Chapter VI … Okoboji and Springfield in March 1857. Chapter VII … The Journey East for Supplies. Chapter VIII … The Inkpaduta Band. Chapter IX … Inkpaduta Seeks Revenge. Chapter X … The Smithland Incident. Chapter XI … From Smithland to Okoboji. Chapter XII … The First Day of the Massacre. Chapter XIII … The Second Day of the Massacre. Chapter XIV … From Okoboji to Heron Lake. Chapter XV … News of Massacre Reaches Springfield and Fort Ridgely. Chapter XVI … Relief Sent from Fort Ridgely. Chapter XVII … Preparations for Defense at Springfield. Chapter XVIII … Inkpaduta Attacks Springfield. Chapter XIX … The Settlers Flee from Springfield. Chapter XX … Relief Arrives from Fort Ridgely. Chapter XXI … Organization of Relief at Fort Dodge and Webster City. Chapter XXII … The March from Fort Dodge to Medium Lake. Chapter XXIII … From Medium Lake to Granger‘s Point. Chapter XXIV … The Burial Detail. Chapter XXV … Return of the Relief Expedition. Chapter XXVI … The Death of Mrs. Thatcher. Chapter XXVII … The Ransom of Mrs. Marble. Chapter XXVIII … The Death of Mrs. Noble and the Ransom of Abbie Gardner. Chapter XXIX … Pursuit and Punishment of Inkpaduta. Chapter XXX … The Memorial Tributes of Iowa. Chapter XXXI … Changes of Sixty Years. Index J J J J J I I I I I Editor‘s Introduction The massacre of the white settlers in the region of Lake Okoboji and Spirit Lake in 1857 by a band of Indians under the leadership of Inkpaduta has come to be known as „The Spirit Lake Massacre“, although the tragedy was for the most part enacted on the borders of Lake Okoboji. There seems, however, to be no substantial reason for renaming the episode in the interest of geographical accuracy; and so in this volume the familiar designation of „The Spirit Lake Massacre“ has been retained. Benj. F. Shambaugh Office of the Superintendent and Editor The State Historical Society of Iowa Iowa City Iowa Author‘s Preface It is probable that no event in the history of northwestern Iowa has aroused more popular interest than that of the Spirit Lake Massacre of March, 1857. Not alone in northwestern Iowa but also in the adjacent sections of Minnesota and South Dakota is the story of its events and associated incidents well known. The Spirit Lake Massacre came as the culminating episode in a long series of incidents intimately connected with the settlement of northern and western Iowa. For years previous to 1857 the Indians of the Siouan tribes had obstinately resisted white settlement and had succeeded in a marked degree in retarding the movement. It may be said with a reasonable degree of certainty that if the events of March, 1857, had not occurred the settlement of this region would have been postponed for some years: the Massacre not only aroused the authorities of the State of Iowa to the necessity of exerting the force of military pressure upon the Indians to discourage or end their forays, but it also enlisted the efforts of the Federal authorities in the same direction. This joint interest and protection could have only one result—the retirement of the Sioux to the region of the Missouri and the rapid influx of white settlers. The Massacre definitely settled the Indian question for Iowa: henceforth the red man ceased to play any important part in the history of this Commonwealth. While the following pages are, as far as practicable, based upon primary materials, the writer acknowledges his obligation to many other sources in the notes and references which follow the text. Since no adequate history of the Spirit Lake Massacre can be written wholly from primary materials, considerable reliance upon secondary sources has been found necessary in this work. Furthermore, the writer is well aware that he has taken a number of new positions concerning causes and incidents of the Massacre; but in this he feels well sustained by the preponderance of authority. Without the unflagging interest and the tireless enthusiasm and encouragement of Dr. Benj. F. Shambaugh the more than four years of research involved in this work would never have been undertaken or carried through to its close. To many others the author also feels himself obligated for invaluable assistance. Among these may be noted Curator E.R. Harlan, Librarian Alice Marple, Assistant Editor Ida M. Huntington, and Superintendent of Archives C.C. Stiles, all of the Historical Department of Iowa. Dr. Dan E. Clark, Associate Editor in The State Historical Society of Iowa, assisted in editing and verifying the manuscript; and to him the author is indebted for the index. Thomas Teakle The North High School Des Moines Iowa Chapter I The Advancing Frontier. Clothed in myth and legend and held in sacred awe by the Siouan Indian, Lake Okoboji and Spirit Lake had rested in seclusion for ages at the headwaters of the Little Sioux. To the red men these lakes had been a sort of Mecca, second only to the red pipestone quarry to the northwest, for the silent adoration and worship of the Spirit. (1-1) Although the region had been little disturbed by the whites the Sioux were becoming uneasy as the frontier continued its westward advance. By the middle of the nineteenth century the meeting and clashing of the two races became more frequent. This rivalry of the races was engendered by the white man‘s disregard of what the Indian held as sacred: it was embittered by the unstable policies of the government. Finally, in the early days of March, 1857, came one of those tragic events in the long series of misguided attempts to deal with the Indian and solve the problem of the frontier. In this terrible tragedy in the pioneer history of northwestern Iowa, the lives of more than forty white people were sacrificed. The Spirit Lake Massacre was the result of an Indian policy which has been characterized as „vacillating, full of inconsistencies and incongruities, of experiments and failures.“ (1-2) For the Sioux this policy had been the cause of frequent humiliation. It must be frankly admitted that in dealing with the Indian the whites too often lost sight of the fact that the red man was really a human being, seeking to have his person as well as his rights respected. To compel the respect which his proud spirit demanded, he frequently resorted to massacre. In fact, an Indian was open to insults and abuse from his fellow tribesmen until he had killed a foe. (1-3) To some extent the Indian appreciated his own inferiority, and he was expectantly on the alert to prevent being over-reached and deceived by the whites. Suspicious by nature, he became doubly so when his activities brought him into relation with another race. Unhappily he was not always wrong in his suspicions of the white man‘s deception, and many unpleasant border difficulties sprang from his attempts to match deception with deception. Physically superb, he too often had recourse to those physical means of redress that have marked the history of the frontier with tales of tragic revenge. (1-4) Accustomed to the matching of intellects, the whites frequently resorted to the stilted verbiage of treaties in their efforts to push the Indian farther toward the setting sun. In these treaties the red man found much cause for complaint—not so much in the strict wording of the documents themselves as in the management of affairs they induced. This too often exasperated and provoked the Indian. (1-5) To him the Iowa country was a paradise. Not only was it his home and hunting ground, but here centered much of the traditional lore of his tribe and race. Thus Iowa was doubly dear to him and worth his most determined effort to hold. As the wave of settlements advanced, the Indian was induced to sell—sometimes under circumstances provoking a strong suspicion of compulsion rather than voluntary agreement in the transfer. He felt instinctively that he had to retire, but in his racial pride he resented the necessity. He knew well the later traditions of his race, in the light of which he could foresee that in a very brief time force, which „comprises the elements of all Indian treaties,“ (1-6) would be used to drive him from his domain. As tract after tract was ceded, lands that the Indian did not want were given to him in exchange—lands devoid of good camping places and wanting in such game as was essential to his very existence. Moreover, the very lands the Indians prized most were the most sought for by the whites. The qualities causing them to be prized by the one made them desirable for the other. Thus the Indian‘s subsistence became so precarious that often he was on the verge of starvation. Coupled with this deprivation of favorite pleasure and hunting grounds was the white man‘s idealistic dream of civilizing the Indian by making him work at tilling the soil or at the various trades. This seemed to the haughty red man a real degradation. He could die fighting, if need be; but work he would not. His steadfast refusal to work or become civilized could only end in banishment from the lands he valued so highly.
Recommended publications
  • Cutting Patterns in DW Griffith's Biographs
    Cutting patterns in D.W. Griffith’s Biographs: An experimental statistical study Mike Baxter, 16 Lady Bay Road, West Bridgford, Nottingham, NG2 5BJ, U.K. (e-mail: [email protected]) 1 Introduction A number of recent studies have examined statistical methods for investigating cutting patterns within films, for the purposes of comparing patterns across films and/or for summarising ‘average’ patterns in a body of films. The present paper investigates how different ideas that have been proposed might be combined to identify subsets of similarly constructed films (i.e. exhibiting comparable cutting structures) within a larger body. The ideas explored are illustrated using a sample of 62 D.W Griffith Biograph one-reelers from the years 1909–1913. Yuri Tsivian has suggested that ‘all films are different as far as their SL struc- tures; yet some are less different than others’. Barry Salt, with specific reference to the question of whether or not Griffith’s Biographs ‘have the same large scale variations in their shot lengths along the length of the film’ says the ‘answer to this is quite clearly, no’. This judgment is based on smooths of the data using seventh degree trendlines and the observation that these ‘are nearly all quite different one from another, and too varied to allow any grouping that could be matched against, say, genre’1. While the basis for Salt’s view is clear Tsivian’s apparently oppos- ing position that some films are ‘less different than others’ seems to me to be a reasonably incontestable sentiment. It depends on how much you are prepared to simplify structure by smoothing in order to effect comparisons.
    [Show full text]
  • "Our Own Flesh and Blood?": Delaware Indians and Moravians in the Eighteenth-Century Ohio Country
    Graduate Theses, Dissertations, and Problem Reports 2017 "Our Own Flesh and Blood?": Delaware Indians and Moravians in the Eighteenth-Century Ohio Country. Jennifer L. Miller Follow this and additional works at: https://researchrepository.wvu.edu/etd Recommended Citation Miller, Jennifer L., ""Our Own Flesh and Blood?": Delaware Indians and Moravians in the Eighteenth- Century Ohio Country." (2017). Graduate Theses, Dissertations, and Problem Reports. 8183. https://researchrepository.wvu.edu/etd/8183 This Dissertation is protected by copyright and/or related rights. It has been brought to you by the The Research Repository @ WVU with permission from the rights-holder(s). You are free to use this Dissertation in any way that is permitted by the copyright and related rights legislation that applies to your use. For other uses you must obtain permission from the rights-holder(s) directly, unless additional rights are indicated by a Creative Commons license in the record and/ or on the work itself. This Dissertation has been accepted for inclusion in WVU Graduate Theses, Dissertations, and Problem Reports collection by an authorized administrator of The Research Repository @ WVU. For more information, please contact [email protected]. “Our Own Flesh and Blood?”: Delaware Indians and Moravians in the Eighteenth-Century Ohio Country Jennifer L. Miller Dissertation submitted to the Eberly College of Arts and Sciences At West Virginia University in partial fulfillment of the requirements for the degree of Doctor of Philosophy in History Tyler Boulware, Ph.D., chair Melissa Bingmann, Ph.D. Joseph Hodge, Ph.D. Brian Luskey, Ph.D. Rachel Wheeler, Ph.D. Department of History Morgantown, West Virginia 2017 Keywords: Moravians, Delaware Indians, Ohio Country, Pennsylvania, Seven Years’ War, American Revolution, Bethlehem, Gnadenhütten, Schoenbrunn Copyright 2017 Jennifer L.
    [Show full text]
  • The War with the Sioux: Norwegians Against Indians 1862-1863 Translation of Karl Jakob Skarstein Krigen Mot Siouxene: Nordmenn Mot Indianerne 1862-1863
    University of North Dakota UND Scholarly Commons Digital Press Books The Digital Press at the University of North Dakota 2015 The aW r with the Sioux Karl Jakob Skarstein Follow this and additional works at: https://commons.und.edu/press-books Recommended Citation Skarstein, Karl Jakob, "The aW r with the Sioux" (2015). Digital Press Books. 3. https://commons.und.edu/press-books/3 This Book is brought to you for free and open access by the The Digital Press at the University of North Dakota at UND Scholarly Commons. It has been accepted for inclusion in Digital Press Books by an authorized administrator of UND Scholarly Commons. For more information, please contact [email protected]. THE WAR WITH THE SIOUX: NORWEGIANS AGAINST INDIANS 1862-1863 Translation of Karl Jakob Skarstein Krigen mot siouxene: nordmenn mot indianerne 1862-1863. Copyright © 2015 by The Digital Press at The University of North Dakota Norwegian edition published by Spartacus Forlag AS, Oslo © Spartacus Forlag AS 2008 Published by Agreement with Hagen Agency, Oslo “Translators’ Preface” by Danielle Mead Skjelver; “Historical Introduction” by Richard Rothaus, “Becoming American: A Brief Historiography of Norwegian and Native Interactions” by Melissa Gjellstad, and “The Apple Creek Fight and Killdeer Mountain Conflict Remembered” by Dakota Goodhouse, are available with a CC-By 4.0 license. The translation of this work was funded with generous support from a NORLA: Norwegian Literature Abroad grant. www.norla.no The book is set in Janson Font by Linotype except for Dakota Goodhouse’s contribution which is set in Times New Roman.
    [Show full text]
  • The American Indian in the American Film
    THE AMERICAN INDIAN IN THE AMERICAN FILM Thesis presented in partial fulfilment of the requirements for the degree of Master of Arts in American Studies in the University of Canterbury by Michael J. Brathwaite 1981 ABSTRACT This thesis is a chronological examination of the ways in which American Indians have been portrayed in American 1 f.ilms and the factors influencing these portrayals. B eginning with the literary precedents, the effects of three wars and other social upheavals and changes are considered. In addition t-0 being the first objective detailed examination of the subj�ct in English, it is the first work to cover the last decade. It concludes that because of psychological factors it is unlikely that film-makers are - capable of advancing far beyond the basic stereotypes, and that the failure of Indians to appreciate this has repeatedly caused ill-feeling between themselves and the film-makers, making the latter abandon their attempts at a fair treatment of the Indians. ii TABLE OF CONTENTS Preface iii Chapter I: The Background of the Problem c.1630 to c.1900. 1 Chapter II: The Birth of the Cinema and Its Aftermath: 1889 to 1939. 21 Chapter III: World War II and Its Effects: 1940 to 1955. 42 Chapter IV: Assimilation of Separatism?: 1953 to 1965. 65 Chapter V: The Accuracy Question. 80 Chapter VI: Catch-22: 1965 to 1972. 105 Chapter VII: Back to the Beginning: 1973 to 1981. 136 Chapter VIII: Conclusion. 153 Bibliography 156 iii PREFACE The aim of this the.sis is to examine the ways in which the American Indians have been portrayed in American films, the influences on their portrayals, and whether or not they have changed.
    [Show full text]
  • Update to the Civil War Sites Advisory Commission Report on the Nation’S Civil War Battlefields
    U.S. Department of the Interior National Park Service American Battlefield Protection Program Update to the Civil War Sites Advisory Commission Report on the Nation’s Civil War Battlefields State of North Dakota Washington, DC June 2010 Update to the Civil War Sites Advisory Commission Report on the Nation’s Civil War Battlefields State of North Dakota U.S. Department of the Interior National Park Service American Battlefield Protection Program Washington, DC June 2010 Authority The American Battlefield Protection Program Act of 1996, as amended by the Civil War Battlefield Preservation Act of 2002 (Public Law 107-359, 111 Stat. 3016, 17 December 2002), directs the Secretary of the Interior to update the Civil War Sites Advisory Commission (CWSAC) Report on the Nation’s Civil War Battlefields. Acknowledgments NPS Project Team Paul Hawke, Project Leader; Kathleen Madigan, Survey Coordinator; Tanya Gossett and January Ruck, Reporting; Matthew Borders, Historian; Kristie Kendall, Program Assistant Battlefield Surveyor(s) Matthew Borders and Kathleen Madigan, American Battlefield Protection Program Respondents Keith Giesler, Whitestone Hill Battlefield Historical Society; Diane Rogness, State Historical Society of North Dakota; Paul Van Ningen, U.S. Fish and Wildlife Service, Long Lake Wetland Management District; and Jeb R. Williams, North Dakota Game and Fish Department Cover: Killdeer Mountain is among North Dakota’s most pristine battlefields, but oil industry interest in sub-surface resources may pose a threat to the historic topography. Exploratory drilling has had negligible impact so far, but any full-scale effort to extract oil from this area will devastate the landscape. Photograph by Matthew Borders, 2008. Table of Contents ACKNOWLEDGMENTS ...................................................................................................
    [Show full text]
  • ABSTRACT Revisiting the Dakota Uprising of 1862 Jennifer Mckinney
    ABSTRACT Revisiting the Dakota Uprising of 1862 Jennifer McKinney, M.A. Mentor: Julie Anne Sweet, Ph.D. The Dakota Uprising of 1862 began as a cultural response by the Dakota Indians in reaction to their poor treatment by the United States government. Previous scholarship provides several reasons for the Uprising, often condemning the Dakota’s actions as a violent overreaction to inept government practices. Before the Civil War, the Dakota had signed treaties that gave their lands to the United States in exchange for amenities and food. Crop failure along with corrupt federal government agents made for a volatile mixture that left the Dakota destitute and distressed. At the height of their desperation, the Dakota chose to revolt. Surprised and shocked by the Dakota’s actions, the federal government reacted militantly. Had federal agents listened to warning and understood Dakota culture, the Uprising of 1862 could have been averted. Revisiting the Dakota Uprising of 1862 by Jennifer McKinney, B.A. A Thesis Approved by the Department of American Studies ___________________________________ Douglas R. Ferdon, Jr., Ph.D., Chairperson Submitted to the Graduate Faculty of Baylor University in Partial Fulfillment of the Requirements for the Degree of Master of Arts Approved by the Thesis Committee ___________________________________ Julie Anne Sweet, Ph.D., Chairperson ___________________________________ Douglas R. Ferdon, Ph.D. ___________________________________ T. Michael Parrish, Ph.D. Accepted by the Graduate School May 2009 ___________________________________ J. Larry Lyon, Ph.D., Dean Page bearing signatures is kept on file in the Graduate School. Copyright © 2009 by Jennifer McKinney All rights reserved TABLE OF CONTENTS LIST OF FIGURES iv ACKNOWLEDGMENTS v DEDICATION vi Chapter 1.
    [Show full text]
  • The Great Plains Tribes of the Midwest Prairies, Black Hills, & Surrounding Native Ecosystems
    Section 1; Great Plains Tribes of the Prairies, Black Hills, & Surrounding Ecosystems— Pre-Contact Section 1: The Great Plains Tribes of the Midwest Prairies, Black Hills, & Surrounding Native Ecosystems Pre-Contact 1 Section 1; Great Plains Tribes of the Prairies, Black Hills, & Surrounding Ecosystems— Pre-Contact Pre-Contact; A Brief History The Lakota inhabited a large portion of the northern Great Plains. The Crow were directly to the west, Mandan & Hidatsa to the north, & Ponca, Omaha, & Pawnee to the south. Across more than 750,000 square miles, the heartland of the continent was a vast sea of prairie grass, interrupted here & there by mountainous terrain & winding, forested river bottoms. The Lakota were ancient enemies of the Fox & the Anishinabe. Seasonal warfare was constant in the area west of the Great Lakes, however the Lakota would travel to the Arkansas’ hot springs to gather with people of several other tribes to hunt, forage, & enjoy healing waters. Even when people were at war, individuals of opposing tribes came together at the hot springs in peace & safety. PHOTO SOURCE: “Travel-Arkansas” on Pinterest, photo by Kathy Lynch: https://www.pinterest.com/klynchpinterest/travel-arkansas/ 2 Section 1; Great Plains Tribes of the Prairies, Black Hills, & Surrounding Ecosystems— Pre-Contact The native tallgrass prairie of the Great Plains is a fire-dependent ecosystem characterized by tall grasses (up to 10 feet tall), & deep, rich soils. Tallgrass prairie once covered parts of 14 states in the region now known as the Midwest. Before the arrival of European settlers, native people set fires in late summer & fall to provide habitat for animals such as bison, elk, & deer, to reduce danger of wildfire, to increase ease of travel, & also to increase visibility & safety.
    [Show full text]
  • Government Relations with the Dakota Sioux (1851--1876)
    University of Montana ScholarWorks at University of Montana Graduate Student Theses, Dissertations, & Professional Papers Graduate School 1937 Government relations with the Dakota Sioux (1851--1876) Kenneth Burton Moore The University of Montana Follow this and additional works at: https://scholarworks.umt.edu/etd Let us know how access to this document benefits ou.y Recommended Citation Moore, Kenneth Burton, "Government relations with the Dakota Sioux (1851--1876)" (1937). Graduate Student Theses, Dissertations, & Professional Papers. 2468. https://scholarworks.umt.edu/etd/2468 This Thesis is brought to you for free and open access by the Graduate School at ScholarWorks at University of Montana. It has been accepted for inclusion in Graduate Student Theses, Dissertations, & Professional Papers by an authorized administrator of ScholarWorks at University of Montana. For more information, please contact [email protected]. ,}0VZR::::E::Tr z i a t i c r s z i t r zizz d a ::c t a s i c ;;x (i 251-ic.7g ) by leimeth Zurton Roore S., Montana State Colle~e, 133% Presented in partial fulfillment of the re­ quirement for the decree of Master of Arts. State University of Montana 1937 Approved: hairr.ian of Moari of Eicaniners, Chairman of Committee on Graduate Study. UMI Number: EP35019 All rights reserved INFORMATION TO ALL USERS The quality of this reproduction is dependent upon the quality of the copy submitted. In the unlikely event that the author did not send a complete manuscript and there are missing pages, these will be noted. Also, if material had to be removed, a note will indicate the deletion.
    [Show full text]
  • The Canadian Sioux, Refugees from Minnesota
    Mr. Meyer is a professor of English at Mankato State College. Readers of Minnesota History are familiar with his earlier articles and hook reviews. His History oi the Santee Sioux was published recently hy the University of Nebraska Press. The CANADIAN SIOUX Refugees from Minnesota ROY W. MEYER AT THE END of the Sioux Uprising of paralleling that of the Santee Sioux in the 1862, fewer than two thousand of the ap­ United States, deserves to be told for the proximately 6,300 Minnesota Sioux were ac­ light it sheds on Indian policy in the two counted for. Some eight hundred of the countries. Lower Sioux and nearly all of the Upper News of the uprising did not reach Fort Sioux had fled to the Dakota prairies, where Garry until nearly three weeks after it had pursuit that autumn was impracticable. Be­ begun. From that time until the first parties sides those who later surrendered or died of Indians arrived late in December, the during the military campaigns of 1863 and population was in a state of nervous expec­ 1864, some three thousand eventually settled tation. The Sioux had occasionally appeared down on the Sisseton and Devils Lake res­ in the Red River Settlement since 1821 and ervations in Dakota Territory or on the Fort had always professed friendship for the Peck Reservation in Montana. The remain­ British, brandishing George III medals on der, after drifting back and forth across the their visits. Nevertheless, the settlers there, border, finally settled in the British posses­ comparatively defenseless and believing the sions to the north.
    [Show full text]
  • The Wounds of the Dakota War Sara Louisa Flint James Madison University
    James Madison University JMU Scholarly Commons Masters Theses The Graduate School Spring 2011 The wounds of the Dakota War Sara Louisa Flint James Madison University Follow this and additional works at: https://commons.lib.jmu.edu/master201019 Part of the History Commons Recommended Citation Flint, Sara Louisa, "The oundw s of the Dakota War" (2011). Masters Theses. 210. https://commons.lib.jmu.edu/master201019/210 This Thesis is brought to you for free and open access by the The Graduate School at JMU Scholarly Commons. It has been accepted for inclusion in Masters Theses by an authorized administrator of JMU Scholarly Commons. For more information, please contact [email protected]. The Wounds of the Dakota War Sara Louisa Flint A thesis submitted to the Graduate Faculty of JAMES MADISON UNIVERSITY In Partial Fulfillment of the Requirements for the degree of Master of Arts History May 2011 Acknowledgements Thank you Dr. Dillard for your patience in this process. I owe a debt of gratitude to Sarah and Jona for their eleventh hour assistance; and Rand, thank you for the use of your lair these past two years. I would not have made it without you. ii Table of Contents Acknowledgments .............................................................................................................. ii List of Figures .................................................................................................................... iv Abstract .............................................................................................................................
    [Show full text]
  • Notes on Cinemetric Data Analysis
    Notes on Cinemetric Data Analysis Mike Baxter January 2014 Contents 1 Cinemetrics and R 1 1.1 Introduction 1 1.2 Cinemetrics 2 1.2.1 The idea 2 1.2.2 Pattern recognition in cinemetrics 3 1.2.3 Lies, damned lies and statistics (and fear) 3 2 Examples 5 2.1 Preamble 5 2.2 Examples 5 2.2.1 ASLs over time 5 2.2.2 Comparison of ASL distributions 6 2.2.3 Pattern and SL distributions 8 2.2.4 Internal pattern - individual films 10 2.2.5 Internal pattern - an example of global analysis 11 2.2.6 Shot-scale analysis 13 3 Getting R, getting started 21 3.1 Finding R 21 3.2 Data entry 21 3.2.1 General 21 3.2.2 Using the Cinemetrics database 22 3.3 Packages 22 3.4 Reading 23 4 Descriptive statistics 24 4.1 Introduction 24 4.2 Basics 24 4.3 Functions 25 4.4 Data manipulation 26 4.5 Illustrative graphical analyses 27 4.6 Definitionsandcommentsonsomesimplestatistics 31 5 Graphical analysis – basics 35 5.1 Histograms 35 5.1.1 Basics – an example 35 5.1.2 Technicalities 36 5.1.3 Example continued - log-transformation 37 5.2 Kernel density estimates 38 5.3 Boxplots 41 5.3.1 Basics 41 5.3.2 Interpretation 42 i 5.3.3 Boxplots and outliers 43 6 Comparative graphical analysis 46 6.1 KDEs and Histograms 46 6.2 Boxplots and violin plots 49 6.3 Cumulative frequency diagrams 49 6.4 Comparison with reference distributions 51 6.4.1 Comparisons with the lognormal distribution 51 6.4.2 Aspects of the normal distribution 51 6.4.3 Normal probability plots 52 6.4.4 Using KDEs for SL comparisons 52 6.4.5 Examples 54 7 Time-series analysis of SLs 58 7.1 Introduction 58 7.2 Polynomial
    [Show full text]
  • Sitting Bull and Other Lakota Leaders Took Their Followers North to Canada Iii
    Living With Strangers The Nineteenth-Century Sioux and the Canadian-American Borderlands David G. McCrady B.A., University of Victoria, 1990 M.A., University of Victoria, 1992 A Dissertation Submitted in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy in the Department of History - - BDavid Grant McCrady, 1998 University of Manitoba Al1 rights reserved. Thesis may not be reproduced in whole or in part, by photocopy or other means, without the permission of the author. Acquisitions and Acquisitions et Bibliographie Services seMces bibliographiques 395 WeüiiStreet 395. nie Wellington OtoiwaON K1AW O~~W~ONKIAW canada canada The author has granted a non- L'auteur a accordé une licence non exclusive licence allowing the exclusive permettant à la National Libraty of Canada to BMiothèque nationale du Canada de reproduce, loan, distri%ute or sell reproduire, prêter, distribuer ou copies of this thesis in microform, vendre des copies de cette thèse sous paper or electronic formats. la forme de rnicrofïche/6lm, de reproduction sur papier ou sur format électronique. The author retains ownership of the L'auteur conserve la propriété du copyright in this thesis. Neither the droit d'auteur qui protège cette thèse. thesis nor substantial extracts fiom it Ni la thèse ni des extraits substantiels may be printed or otherwise de celle-ci ne doivent être imprimés reproduced without the author's ou autrement reproduits sans son permission. autorisation. FACULT'Y OF GWUAïESTtDIES *+++* COP'LRIGHT PERMISSION PAGE A Thesis/Prncticum sabmlmd to the Facuiw of Graduate Studies of The University of Manitoba in pareid fulfillment of the requirements of the degee of DOCTOB OF PHILOSOPBP David G.
    [Show full text]