US395782A - Art of compiling statistics - Google Patents

Art of compiling statistics Download PDF


Publication number
US395782A US143805XA US395782A US 395782 A US395782 A US 395782A US 143805X A US143805X A US 143805XA US 395782 A US395782 A US 395782A
United States
Prior art keywords
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Lifetime
Application number
Herman Hollerith
Original Assignee
Herman Hollerith
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US284938TA external-priority
Application filed by Herman Hollerith filed Critical Herman Hollerith
Application granted granted Critical
Publication of US395782A publication Critical patent/US395782A/en
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current




    • G06K7/00Methods or arrangements for sensing record carriers, e.g. for reading patterns
    • G06K7/04Methods or arrangements for sensing record carriers, e.g. for reading patterns by mechanical means, e.g. by pins operating electric contacts
    • B07C1/00Measures preceding sorting according to destination


(No Model.) 3 Sheets-Sheet 1.
H; HOLLERITH. ART 'OF GOMPILING STATISTIGS. No. 395,782, Patented Jan. 8, 1889.
n. PEIEIIS. MW Wm n.c
No; 395,782. Patented Jan, 8 1889..
Immim it? u Perms-W Wm ac (No Model.) 3 Sheets-Sheet 3.,
No'.395,-782.' Patented Jan.8,18'89-.
Witwesses.. Inventor V Z9756 fliiorneyd.
SPECIFICATION forming part of Letters Patent No. 395,782, dated January 8, 1889.
Original application filed September 23, 1884, Serial No. 143,805. Divided and this application filed October 27, 1885. Renewed January 4, 1887. Again renewed leptember 8, 1888. Serial :No- 284,938. (No modeLl To all 2071 0122, it may concern.-
Be it known that I, HERMAN HoLLERI'rH, of New York city, county, and State, have invented a certain new and useful Improvement in the Art of Compiling Statistics; and I do hereby declare the following to be a full, clear, and exact description of the same, reference being had to the accompanying drawings, forming a part of this specification, and to the figures and letters of reference marked thereon.
My present invention has for its object to simplify and thereby facilitate the compilation of statistics wherein each of the statistical items to be recorded represent-s or is the product of one or more of the separate items or characteristics appertaining to each of the individuals or things respecting which the compilation is to be made; and it relates to a new and improved mode or system of effecting such a compilation and comprising the following steps or operations, viz: first, preparing a standard or templet indicating the relative position or order in which each item or characteristic of the individual or thing is to be recorded; second, forming according to such a standard or templet a separate record for each individual, wherein the separate items characteristic of or appertaining to that individual or thing, and which enter into the compilation to be made, are recorded upon a strip or tablet by means of circuit-controlling index-points bearing a fixed relation to each other, and, third, actuating a series of circuit controlling devices, corresponding in number and position to the standard ortemplet, by means of the separate reggrd strips or tablets, to interrupt, close, or oth'e'fiwise vary the currents in separate circuits, including registering mechanisriihvhereby,as each iudex-point or combination ofindex-points oc curring in the individual record and representing the statistical item to be compiled is 7 brought into position to actuale the circuitcontrolling devices, the mechanism for registering such statistical item will be automatically operated, all substantially as hereinafter described.
The method herein described is applicable to the compilation of such statistics as the population statistics of a census, or the statistics of registration of births, deaths, and marriages, which are compiled by counting or adding single units as persons in the above.
Although applicable to various kinds of sta- 5 5 tistics, I will describe my invention as applied to the compilation of the population statistics of a census.
The returns of a census contain the names of individuals and various data relating to such persons, as age, sex, race, nativity, nativity of father, nativity of mother, occupation, civil condition, &c. These facts or data I will for convenience call statistical items, from which items the various statistical tables are compiled. In such compilation the person is the unit, and the statistics are compiled according to single items or combinations of items. Thus it is required to know the number of persons returned-as whites, colored, males, females, or as carpenters, blacksmiths, &c., or as born in certain States or foreign countries. In such cases single items are counted. Again, it is required to know the number of native whites, or of native white males of given ages, or groups of ages, &c., as in what is technically known as the age and sex tally; or it maybe required to know the numbers of persons engaged in certain occupations, classified according to sex, groups of So ages, and certain nativities. In such cases persons are counted according to combinations of items. A method for compiling such statistics must be capable of counting or adding units according to single statistical items or combinations of such items. The labor and expense of such tallies, especially when counting combinations of items made by the usual methods, are very great.
For'the purpose of conveying a clear idea 0 of the manner of carrying my said invention into practice, I have illustrated in the accompanyiugdrawings a set of mechanical and electrical appliances, the same forming the subject of a prior application, Serial No. 143,805, 5 (renewed September 8, 1888, Serial N 0; 284,93 9,) filed September 23, 1884, and renewed Jannary 4, 1887, Serial N 0. 223,414, of which this application is a division, said devices forming no part of my present invention, 10o
.of a strip of paper or other non-conducting material, in which a series of holes or perf other than as illustrating some of the va- 110l.1S forms of apparatus which may be e1nployed.
In the accompanying drawings, Figure 1 represents a transverse section of the apparatus for perforating the strip of paper used in transcribing the returns to form a record strip or tablet. Fig. 2 represents'a part plan view of the same. Fig. 3 represents a tool used in connection with the above apparatusfor perforatin g the paper. Fig. 4 represents a standard or templet used for verifying the transcription of, the returns. Fig. 5 represents a transverse section of the counting apparatus. Fig. 6 represents a part plan view of the same. Fig. 7 represents an electromechanical counter used in .connection with the counting apparatus illustrated in Figs. 5 and 6. Figs. 8, 9, and 10 are diagrams showing the arrangement of wires and electrical connections for making the various tallies. Fig. 11 is a s'de elevation representing a portion of one end of the drum, record-strip, contacts, and alarm-circuits. Fig. 12 is a diagrammatic view illustrating a portion of the circuit connections, Fig. 10.
In the present instance the standard or templet for determining the relative position of the index-points is represented as a die-plate having a series of holes corresponding to the separate items or characteristics of the'individual, and the record is in the form rations are formed, the latter constituting the index-points referred to.
The transcription of the returns to the sheets of electrical non-conducting material can be made in various ways. I prefer to use a strip of paper, which is passed from one roller to another over a die-plate, as shown in Figs. 1 and 2. The die-plate a is provided with a series of holes placed staggering, extending across the width of the paper strip, as shown in plan in Fig.
Above the die-plate (L is the guide-plate I), provided with holes corresponding to holes in the die-plate a. Vith a tool consisting of a plain punch provided with a suitable handle, as shown in Fig. 3, holes can bepunched in the strip of paper in suitable relative positions, according to the holes in the guideplate b and die-plate a. The holes are suitably lettered or numbered on the guide-plate b, as shown in Fig. 2. At the extreme end there is a hole marked Persons, separated somewhat from the remainder, the object of which will hereinafter be more fully explained.
The paper strip is drawn to a certain position, when the various statistical items for a given person are recorded by punching suit able holes in a line across the strip, being guided by letters on the guide-plate. A hole is thus punched corresponding to person, then a hole according as person is a male or female, another recording whether native or foreign ';to a prearranged schedule.
represent a single given occupation according \Vith twenty-six holes, in this way, three hundred and twentyfive combinations could be made, the number of combinations possible following the wellknown mathematical law of combinations. There are thus three ways in which statistical items can be recorded-first, by single holes, (as above described for recording sex, race, &c.;) second, by combinations of two holes,
'each hole being in a different set, (as described above for recording ages;) third, by combinations of two holes, both holes being in the same set, (as described above for recording occupations,) or combinations of these methods can be followed.
It is necessary in case of census statistics to use combinations of holes on account of the large number of statistical items to be recognized. \Vhen the various statistical items relating to one person have been thus recorded or transcribed, the paper strip is drawn forward and the items or data relating to the next person are recorded, any suitable system of notation being used to identify each transcription. In Fig. 2 is shown a partial record for two persons, numbered 1 and 2, respectively. N o. 1 is the transcription for a foreign-born white male three (0-3)years of age, while No. 2 is the transcription 'of a native white female thirty (3-0) years of age.
lVhen the various items have been thus transcribed, it may be desirable or necessary to verify entirely or in part the accuracy of such transcription. For this purpose a scale of card-board, thin metal, or other suitable material may-be used, arranged as shown in Fig. 4, itbeing lettered and numbered corresponding with the guide-plate of punching apparatus; This scale is placed across the paper strip, being located in position by the holes marked Person at each end. The transcription for the given person can thus be readaccording to the location of the holes. Any errors can now be corrected by punching holes in proper places and covcrin g all holes wrongly punched by small seals of paper or other suitable electrically non-conductin g material. lVhen the transcription for a certain district has been'inadc and verified, as above described, the strip is passed through a counting-machine, in which the separate items or combination of items are counted or tallied.
This counting-machine can be constructed in various ways. The construction.which I prefer consists, essentially, of a metallic drum or cylinder, A, Fig. 5, over which the strip of suitablyinsulated from each other are the- .metallic pins or pointers 11.
These pins are arranged .in relative positions corresponding to the centers of the holes in the die-plate a, Fig. 1. The pointers or pins 1) press against the drum A, and, together with the dru m A and metallic brush (1, can each be made part of an electric circuit. In an electric circuit with each pointer can be placed an electromagnet, the armature of which is attached to a lever operating any suitable mechanical counter-such, for example, as is used for registering the revolutions of a steam-engine, as shown in Fig. 7 at M If the paper is now drawn through the countingqnachine, the circuit through any given pointer 11 is closed and broken each time a hole in the paper strip passes under the pointer, the armature of the magnet being attracted when the circuit is closed and withdrawn by the spring of the counter when the circuit is broken, thus registering one for each hole. In this way, when the strip corresponding to any given district has been drawn through the apparatus, .counters arranged as above described will show the numbers of males, of females, &c., reported in each district. In this work a difliculty might be experienced, as the paper strip is liable to move or shift gradually from one sideito the other of the drum A while being drawn through the apparatus. Toallow for this two pointers, g g, are placed at each end of the bar D, Fig. 6.
These pointers are so placed that when the bar I) is in proper position relative to the holes in the paper strip the pointers g y will constantly be over paper just to either side of the holescorresponding to persons.
pointer g g, together with the drum A, is put in circuit with a suitable bell, S, as shown in Fig. 1].
of age, while 0 l 2 3 represent points connected i with corresponding pointers of second set or Should the paper shift to either side the circuit would close through one of the units of age. The clectro-magnets m of the counters are placed as shown by the small circles. The wire marked 0 is connected with magnets 00 O1 O2, dsc, while wire marked 10 is connected with magnets 00 1O 2O 30, &c., as shown. It, now, a hole in paper strip comes under the pointer 1' and another hole at the same time comes under pointer 2, the circuit would be closed through electro-magnet 12 and corresponding counter wvould register. Should a hole, however, come under pointer 2 and another under pointer 1 the circuit would be closed through magnet 21, and its corresponding counter would register. In this way a counter can be arranged for each age.
The method followed when counting combinations of two holes, both holes being the same set, is shown in Fig. 9. Five wires, to l) c d e, are represented, each wire being connected with a corresponding pointer. Electro-magnets ab ac or], &c., are shown, one for each combination, connected with the corresponding pointers. From an inspection of the drawings it will be seen that should the two holes come under pointers a. and b the circuit would be closed through the eleetr magnet ab and corresponding counter, and only this counter would register, for the direct circuit through any other magnet would remain open. Should the holes comcundera and c the circuit would be closed through the magnet ac, the.
It will be seen that by the above methods any combination of two holes can be counted or tallied. In statistical work, however, it-is oft-en desirable to tally by combinations of more than two holes oritems-as, forinstance, in the age and sex tally. Here we must combine age with race, sex, and nativity. Thus in the tenth census of the llnited States single a es were tallied under the following six classc first, native white males; second, native while females; third, foreign white males; fourth, foreign while females; fifth, colored males; sixth, colored females. For such pur poses I use secondary circuits for the electromagnets of the counters, which circuits are controlled by the clectro-magnets of ordinary telegraph-relays or other suitable apparatus in circuit with the pointerp of the countingmachine.
For an age and sex tally the arrangement is shown in Fig. ](l.' The electro-magnets m of the counters are arranged in circuits, as shown, these circuits being broken by relays 2-, which are connected in circuits with corresponding pointers p of the counting apparatus. Relays \V and C are connected with i pointers corresponl'ling to white and colored,
respectively, relays N and For., with pointers corresponding to native and foreign born, and relays M and F with pointers corresponding to male and female, while relays 00 01 02, &c., one for each age, are connected with the pointers representing the ages in same way as the magnets shown in Fig. 8. Let us suppose the record corresponding to a native close the circuitthrough magnet C F 3,thereby white male of two years of age passes under I such case the drum A would be replaced by the pointer p. Relays XV NM and 02 would 5 then close the circuit through magnet n w mj 2, and the corresponding counter would regisi ter. If therecord corresponding to a colored 5 female of three years of age passes under the points p, the relays (I F and 03 would then registering one on the proper counter. In this way, by suitable arrangements of magnets in circuits, which are broken by relays operated by circuits through points p, any desirable combinations of statistical items can be 5 counted or tallied.
Various modifications of the above methods of carrying out iny invention may be used. 1' Thus, instead of punching the strip of paper, 3 a perforated strip may be used in which all" but the required perforations could be covered by pasting over them strips of paper; or the record strip or tablet might, instead of E closing the circuit, open it orbe made to actui ate circuit-controlling devices independent of the roller, as by causinga movable electrode to approach and recede from an opposite elecf trode, all of which modifications :re illustrated in my application, Serial No. 240,629, filed June 8, 1887. Again, instead of a single hole representing a single item, it could be i used to represent a combination of items. Thus one hole might represent native white males, another white females, &c.
It may sometimes be desirable to count; groups of single items-as groups of ages or groups of occupation,&c. This can of course be done by placing a single magnet in several circuits.
If, on account of the large number of items to be recorded, a strip of paper too wide to be conveniently handled would be required when using a single row of holes, two ormore rows of holes could be used in all lines ex-. cept that corresponding to person and the pointers of the counting-machine arranged correspondingly. A relay placed in the circuit shown in Fig. 10 at a: (see also Fig. 12) could be controlled by the hole corresponding to persons in such manner that the circuit through the electro-magnets mcould only be closed when the holes were under their correspending pointers. i
The counters could of course be constructed in many different ways, as will be readily understood. 1
It is evident that by modifications of the 5 apparatus hereinbefore described cards or 1 sheets of electrically non-conducting maierial, suitably perforated, could be used instead of the strip of paper, as described. In
a flat plate, which would be made to press against a series of pointers connected with counters in the same manner as hereinbefore described. This card would be placed in position over these pointers and plate, then pressed against the pointers, in which case the circuits would be closed through proper magnets and the correspomling counters would register.
For an illustration of the foregoing modifications see application Serial No. 2%,629.
Instead of employing perforations in a-non- 5 conduct-ing strip as index-points for locating the items on the record strip or tablet and actuating the circuit-controlling devices, sections of conducting material may be applied to such a strip; or depressions or protuberant portions may be formed in or upon the recordstrip and caused to engage and actuate the circuit-controlling devices.
' iVhat I claim as new, and dc: ire to secure by Letters Patent, is-
1. The herein-described improvement in the art of compiling statistics, which consists in, first, forming or arranging a standard or templet indicating the relative position in which each item or characteristic of the individual is to be recorded; secondly, forming a record of each individual or thing by locating index-points upon a strip or tablet, said indexpoints representing the characteristics of the individual and bearing a determinate relation to each other and to the standard, and, finally, submitting said separate records successix'ely to the action of circuitrcontrolling devices for operating the registering devices representing the statistical items to be compiled, whereby each statistical item or combination of items when contained in the record of any individual is accurately registered.
2. The herein-described method of compiling statistics,which consists in recording separate statistical items pertaining to the individual by holes or combinations of holes punched in sheets of electrically non-conducting material, and bearing a specific relation to each other and to a standard, and then counting or tallying such statistical items separately or in combination by means of mechanical counters operated by electro-magnets the circuits through which are controlled by the perforated sheets, substantially as and for the purpose set forth.
US143805X 1888-09-08 1884-09-23 Art of compiling statistics Expired - Lifetime US395782A (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US284938TA 1888-09-08 1888-09-08

Publications (1)

Publication Number Publication Date
US395782A true US395782A (en) 1889-01-08



Family Applications (1)

Application Number Title Priority Date Filing Date
US143805X Expired - Lifetime US395782A (en) 1888-09-08 1884-09-23 Art of compiling statistics

Country Status (1)

Country Link
US (1) US395782A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050223492A1 (en) * 2003-07-01 2005-10-13 The Boppy Company Peripherals for multi-use pillows and methods

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050223492A1 (en) * 2003-07-01 2005-10-13 The Boppy Company Peripherals for multi-use pillows and methods

Similar Documents

Publication Publication Date Title
US2614632A (en) Apparatus for recording numerals in code
Hollerith An electric tabulating system
US395782A (en) Art of compiling statistics
US3729836A (en) Teaching apparatus
US1989844A (en) Punching machine
US2586234A (en) Testing device
US2244231A (en) Statistical record
US395783A (en) Apparatus for compiling statistics
US2048976A (en) Educational test device
US3299534A (en) Data recorder responder and teaching system
US2750108A (en) Electrical vote counting machine
US2564410A (en) Coded plate selector for inventory system
US1997178A (en) Electrical examination paper scoring device
US1669238A (en) Alphabetical sorter
US2053067A (en) Perforating device
US1170731A (en) Voting-machine.
US1836671A (en) Auditing machine
GB211137A (en) Improvements in or relating to calculating machines
US518885A (en) hollerith
US2775298A (en) Ledger posting machine
US755168A (en) Apparatus for recording statistical data.
US395781A (en) Art of compiling statistics
US1219053A (en) Voting apparatus.
US3008634A (en) Plate-operated punching mechanism
US1241268A (en) Machine for making distance-record devices for metal-working machines.