RUNNING HEAD: Collocation and Phraseology Analysis: “Try” and “Attempt” Heather Swenddal Collocation and Phraseology Analysis: “Try” and “Attempt” San Francisco State University Collocation and Phraseology Analysis: “Try” and “Attempt” 1 Introduction For this collocation and phraseology assignment, I conducted a corpus analysis of the words “try” and “attempt.” I think of these words as synonyms, and when students have asked me if there is any difference between them, the only distinction which comes to mind relates to register: to me, “attempt” seems much more formal and academic than “try.” I wanted to see if this assumption would be borne out in a corpus analysis, and I was also curious to see what other differences I would find between these words by analyzing their collocations and phraseologies. This information will be helpful for my future teaching, since both of these words are fairly common in English. I began by formulating three research questions, which appear below. The first question was designed to test my initial instinct about the register associations of these words, and to investigate the distribution of noun and verb forms of “try” and “attempt” in the frequency data. The second question focuses on right collocates of the verb forms of these words, attempting to identify what things and actions people “try” and “attempt.” The third question was designed to reveal frequent phraseologies of both words, allowing me to explore the different patterns of both the noun and verb forms of “try” and “attempt.” I chose to avoid limiting Questions 2 and 3 by register, opting instead for a broad approach that would yield maximum data. The research questions I used were as follows: 1. How frequent are the words “try” and “attempt” in the spoken, fiction, magazine and academic registers of COCA? a. How frequent are the verb forms of “try” and “attempt” in these registers? b. How frequent are the noun forms of “try” and “attempt” in these registers? 2. What words appear most frequently after the verbs “try” and “attempt” in all registers? a. What nouns frequently occur directly after these verbs: [try/attempt + noun]? b. What verbs frequently complete the [try/attempt + infinitive] verb construction? 3. What are the most frequent phraseologies of “try” and “attempt” in all registers? My initial hypotheses for the first question were that “try” would be more common than “attempt” in general, that “try” would be more frequent than “attempt” in the spoken register, Collocation and Phraseology Analysis: “Try” and “Attempt” 2 and that “attempt” would be more frequent than “try” in the academic register. For the second question, I hypothesized that “to” would be the most common right collocate for both words, and that two patterns would emerge: [try/attempt + noun] and [try/attempt + infinitive]. This expectation informed my formulation of follow-up questions to analyze the kinds of words that fit these patterns. Question 3 is designed to continue this exploration and identify which patterns are most common for both verbs and nouns. My only hypothesis for this question was that the [try/attempt + infinitive] pattern would likely be the most frequent phraseology for both words. Methods In this section I will describe the steps I took to carry out this research. These methods are presented in order, according to the research question that each attempted to answer. 1. How frequent are the words “try” and “attempt” in the spoken, fiction, magazine and academic registers of COCA? To address this initial general question, I ran a simple search for each word in COCA, using the chart feature to display each word’s frequency in the four registers COCA contains. For this basic question, I did not identify these words as nouns or verbs: I wanted all forms of the words to be counted. Thus, the first search was for “[try]” and the second was for “[attempt].” 1a. How frequent are the verb forms of “try” and “attempt” in these registers? For this question my search was similar to that of Question 1, but in this case I specified that the lemmas for both words must be verbs. In the word box I typed “[try].[v*]” for the first search and “[attempt].[v*]” for the second search. 1b. How frequent are the noun forms of “try” and “attempt” in these registers? This question was conducted in the same way as Question 1a, but in this case I searched for nouns instead of verbs. In the word box I typed “[try].[nn*]” for the first search and “[attempt].[nn*]” for the second search. The three searches described above produced charts that respectively address Question 1, Question 1a and Question 1b. To answer these questions, I analyzed these charts individually and using the normed frequency data to compare them to each other. To answer Question 1 about the Collocation and Phraseology Analysis: “Try” and “Attempt” 3 general frequency of “try” versus “attempt” across registers, I determined the average frequency for each word by adding the normed frequency counts for each register together and then dividing this sum by five (representing the five COCA registers). I used this same method to determine the average frequency of nouns and verbs across registers, and then compared these figures to the overall frequency averages to determine the general distribution of nouns and verb forms of “try” and “attempt.” All charts and findings related to frequency appear in the Results section of this paper, under their respective research question headings. 2. What words appear most frequently after the verbs “try” and “attempt” in all registers? I began this search by searching for the first right collocate of the verb forms of each word, using a mutual information score of 3. For “try,” for example, I typed “[try].[v*]” in the word box, “0” in the left collocate box, and “1” in the right collocate box. I accepted the default mutual information setting, since I was interested in first identifying strong right collocates. A screen shot of each search box appears below. I analyzed the collocate lists that these searches provided and grouped frequent collocates by part of speech and—when applicable—semantic association. I also compared the frequent right collocates for “try” with the frequent right collocates of “attempt,” noting similarities and distinctions. These findings appear in the Results section of this paper, under the Question 2 heading. Right collocates that appeared to be part of longer lexical bundles warranted further Collocation and Phraseology Analysis: “Try” and “Attempt” 4 investigation, and this data contributed to my later analysis of phraseologies, the results of which are presented under Question 3 in the Results section. 2a. What nouns frequently occur directly after these words: [try/attempt + noun]? I began this investigation by searching in the same way as with Question 2, but now specifying that the collocate to the right be a noun. I also changed the mutual information score to zero, in an effort to prevent the system from omitting any important common-word collocations. The screen shots of these searches appear below. To be thorough, I felt that this search should also include noun collocates two spaces to the right, to account for objects with an article or determiner (“try a cookie,” for example). However, when I selected “2” from the right-collocate drop down menu and searched this way without changing anything else in the search box, I discovered a problem with this approach. COCA seems to identify as nouns many words that could be used as nouns or verbs. “Broker,” “piece,” and “deal” appeared prominently in the results for this search, but the concordance lines revealed that they were actually verbs in infinitive constructions. “Try to broker a deal,” “try to piece something together,” and “try to deal with something” were some patterns that emerged. To address this issue, I searched specifically for “[try/attempt + determiner/article + noun]” patterns, with “2” in the right-collocate field box. Screen shots for these searches appear below. Collocation and Phraseology Analysis: “Try” and “Attempt” 5 I analyzed the data that these searches provided and grouped frequent nouns by semantic association. I also noted differences between the results for the verbs “try” and “attempt.” These findings appear in the Results section of this paper, under the Question 2a heading. 2b. What verbs frequently complete the [try/attempt + infinitive] verb construction? To identify frequent infinitive right collocates of the verbs “try” and “attempt,” I searched for the combination of each of these words plus the word “to” and a verb. For example, for the verb “try,” I typed “[try].[v*] to [v*]” in the word box. This search provided information on the common verbs which complete these constructions, and it also helped identify some common phraseologies, since various forms of the lemmas [try] and [attempt] appeared in different phraseologies. Screen shots of each of these search boxes appear below. Collocation and Phraseology Analysis: “Try” and “Attempt” 6 I analyzed the verb patterns that this search yielded and grouped them semantically. I thought it would be helpful to run a vocabulary analysis on the verbs that completed these constructions, so I used Microsoft Word’s find-and-replace feature to isolate the base forms of these infinitive constructions and then used www.lextutor.ca to analyze these verb lists. My findings from these searches appear under Question 2b in the Results section of this paper. 3. What are the most frequent phraseologies of “try” and “attempt” in all registers? In addition to analyzing the data that I amassed in the collocation investigation, I ran several phraseology searches to address this question. Since “try” and “attempt” often occur in three-word patterns with infinitives—the data for which had already been revealed through the collocation analysis—I wanted to run phraseology searches that would identify larger chunks. To do so, I searched COCA for four- and five-word lexical bundles that included any form of “try” or “attempt,” typing the following combinations into COCA’s word search box: [try] * * * * [try] * * * * [try] * * * * [try] [try] * * * * * [try] * * * * * [try] * * * * * [try] * * * * * [try] [attempt] * * * * [attempt] * * * * [attempt] * * * * [attempt] [attempt] * * * * * [attempt] * * * * * [attempt] * * * * * [attempt] * * * * * [attempt] As expected given their general frequency distinctions, this revealed more data for “try” than “attempt.” To obtain a workable amount of data, I chose to limit my focus to four-word lexical bundles in which “try” or “attempt” is the second word. I reported the top 30 lexical bundles for each word, and then analyzed this data to identify common phraseologies present in each of these lists. The results of this research appear in the Results section of this paper, under the heading for Question 3. Results In this section I will present my findings from the research I described in the Methods section above. Each of these findings is presented under its respective research question. Please note that in my presentation of normed frequency data, I have rounded figures up to the nearest whole number. 1. How frequent are the words “try” and “attempt” in the spoken, fiction, magazine and academic registers of COCA? Collocation and Phraseology Analysis: “Try” and “Attempt” 7 My initial general search of the “try” and “attempt” lemmas in COCA generated the charts presented below as Figures 1 and 2. These data confirm my original hypotheses. First, “try,” occurring at an average of 737 times per million words, is much more common throughout registers than “attempt,” which occurs roughly 135 times per million words. “Try” is also, as hypothesized, much more common than “attempt” in the spoken register of COCA: “try” occurs in this register 1,091 times per million words, while “attempt” occurs only 76 times per million. Most surprising, perhaps, given the frequency disparity between “try” and “attempt” across registers, is that my hypothesis regarding the frequency of these words in the academic register was correct. I thought that “attempt” would be more common in this register than “try,” and it is indeed slightly more common, with “try” occurring 260 times per million words and “attempt” occurring 281 times per million words. COCA’s academic register is the only genre in which “attempt” occurs more frequently than “try”; in all other registers, “try” occurs far more often than “attempt.” It is also interesting to note that both of these words show a strong association between certain registers. Spoken language and fiction seem particularly linked: “try” occurs in the spoken corpus 1,091 times per million words, and in the fiction corpus it occurs 1,008 times per million words. A similar pattern can be found in the “attempt” search results: this word occurs 76 times per million in the spoken corpus and 77 times per million in the fiction corpus. Magazine and newspaper registers also seem linked: “try” occurs 660 times per million words in magazines and 666 times per million in newspapers. Similarly, “attempt” occurs 116 times per million words in the magazine corpus and 125 times per million in the newspaper corpus. This could be coincidental, but the fact that these patterns exist in both the “try” and “attempt” data may indicate that some genres or sub-genres show a strong preference for one of these words. Perhaps fiction writers use “try” when writing dialogue that mirrors actual speech, disfavoring “attempt” because it sounds unnatural in spoken English. It is also possible that some magazines and newspapers in these corpora are more academically inclined, favoring “attempt,” while others, which may be reporting speech or employing more colloquial language, favor “try.” Regardless of the reasons for these patterns, however, it is clear that “try” is strongly associated with spoken English, and “attempt” is strongly associated with academic English. This finding will be addressed in further portions of this analysis. Collocation and Phraseology Analysis: “Try” and “Attempt” 8 FIGURE 1: Frequency of “try” across registers in COCA FIGURE 2: Frequency of “attempt” across registers in COCA 1a. How frequent are the verb forms of “try” and “attempt” in these registers? 1b. How frequent are the noun forms of “try” and “attempt” in these registers? These searches produced four charts, which I have grouped by word in Figures 3, 4, 5 and 6. Figure 3 shows the verb forms of “try” across registers and Figure 4 shows the noun forms of “try” across registers. Figures 5 and 6 display, respectively, the verb and noun forms of “attempt” in all registers. A fascinating distinction between “try” and “attempt” is evident in these data. “Try” is used almost exclusively as a verb, with very few cases of “try” as a noun occurring across registers: of the 737 times “try” appears in general per million words, 727 of these instances are verbs (Figure 3) and only 10 are nouns (Figure 4). “Attempt,” however, occurs with higher frequency as a noun than as a verb: as a verb it occurs 57 times per million words (Figure 5), and as a noun it occurs 78 times per million words (Figure 6). Although Dictionary.com cites both noun and verb possibilities for both words, this corpus data seems to suggest that “try” is very rarely used as a noun, while “attempt” is commonly used in both form capacities. Since Question 1’s analysis revealed a strong link between “try” and spoken language and “attempt” and academic language, I will turn to these registers to further investigate the form Collocation and Phraseology Analysis: “Try” and “Attempt” 9 distinctions between these words. In the spoken register, where “try” in general is most prominent, “try” occurs as a verb 1,078 times per million words (Figure 3) but only 13 times per million words as a noun (Figure 4). An analysis of “attempt” in its most frequent register—the academic writing genre—reveals a much more even distribution: it occurs here 124 times per million words as a verb (Figure 5) and 157 times per million as a noun (Figure 6). These form distinctions are important discoveries that could be very valuable for students. Fixed expressions using the noun form of “try” like “give it a try” (a frequent result in the concordance lines) may occur frequently in the language classroom, but this form is actually quite rare, particularly in academic language: “try” as a noun occurred only 2.8 times per million words in this register (Figure 4). If students assume that “try” and “attempt” are perfect synonyms that can be used the same way, they might use the noun form of “try” instead of the noun form of “attempt” in an academic essay: a choice that this data reveals would be quite marked. Clearly, “try” and “attempt” are not interchangeable. FIGURE 3: Frequency of the verb “try” across registers in COCA FIGURE 4: Frequency of the noun “try” across registers in COCA Collocation and Phraseology Analysis: “Try” and “Attempt” 10 FIGURE 5: Frequency of the verb “attempt” across registers in COCA FIGURE 6: Frequency of the noun “attempt” across registers in COCA These findings related to the frequency of “try” and “attempt” in general and their noun and verb form distinctions offer several instructional lessons for English-language teachers. ESL and EFL teachers would be well advised to teach “try” as a verb and possibly avoid using the expression “give it a try” with lower-level classes to avoid confusion, as the noun form of this word is rare and colloquial. Teachers should also take care to teach both the noun and verb forms of “attempt,” since student will likely encounter both of these forms, particularly in academic discourse. Finally, teachers should avoid relating these words as pure synonyms: while their meaning may be similar, these words cannot be used interchangeably. At a minimum, students should know that “attempt” is preferred in academic writing and “try” is preferred in speech. 2. What words appear most frequently after the verbs “try” and “attempt” in all registers? This initial right-collocate search was limited to the first space on the right side of the verb forms of “try” and “attempt,” using a mutual-information score of 3. Figure 7 below shows the right-collocate results for the verb form of “try”; all collocates that occur 10 times or more in COCA are included. Figure 8 shows the same data for the verb form of “attempt”; since this yielded so few results, I have shown the top 10 most frequent collocations in this chart, but I have shaded those that occur fewer than 10 times in COCA. As these charts reveal, “try” has several frequent right collocates, while “attempt” almost exclusively collocates with “to.” Collocation and Phraseology Analysis: “Try” and “Attempt” 11 FIGURE 7: Frequent immediate-right collocates of verb “try” (MI score: 3+) RIGHT COLLOCATE TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF RIGHT COLLOCATE WORD % OF COLLOCATION IN ALL OCCURRENCES MUTUAL INFO SCORE 231346 10691573 2.16 4.89 1 TO 2 AGAIN 2066 216414 0.95 3.71 3 HARD 1152 123894 0.93 3.67 4 DESPERATELY 399 5982 6.67 6.52 5 HARDER 396 16032 2.47 5.08 6 UNSUCCESSFULLY 329 1210 27.19 8.54 7 REPEATEDLY 77 9532 0.81 3.47 8 EXPLAINING 54 7819 0.69 3.24 9 MARIJUANA 50 5772 0.87 3.57 10 MIGHTILY 40 630 6.35 6.45 11 VAINLY 34 240 14.17 7.60 12 FRANTICALLY 34 2051 1.66 4.51 13 VALIANTLY 29 227 12.78 7.45 14 SWITCHING 27 2877 0.94 3.69 15 SEPARATELY 26 4453 0.58 3.00 16 L'OREAL 20 221 9.05 6.96 17 IMAGINING 19 2710 0.70 3.27 18 NEUTROGENA 17 222 7.66 6.72 19 CONTACTING 17 969 1.75 4.59 20 L'ORAL 16 128 12.50 7.42 21 OLAY 16 158 10.13 7.12 22 AVEDA 15 210 7.14 6.61 23 PANTENE 14 112 12.50 7.42 24 KHALID 14 994 1.41 4.27 25 CLARINS 13 114 11.40 7.29 26 ACUPUNCTURE 13 733 1.77 4.61 27 CLAIROL 12 139 8.63 6.89 28 CLINIQUE 12 226 5.31 6.19 29 SNOWBOARDING 12 607 1.98 4.76 30 REDKEN 11 82 13.41 7.52 31 MAYBELLINE 11 143 7.69 6.72 32 LANCOME 11 179 6.15 6.40 33 HYPNOSIS 11 863 1.27 4.13 34 GAMELY 10 276 3.62 5.64 35 REVLON 10 380 2.63 5.17 36 CPR 10 949 1.05 3.85 37 CHANEL 10 1400 0.71 3.29 Collocation and Phraseology Analysis: “Try” and “Attempt” 12 FIGURE 8: Frequent immediate-right collocates of verb “attempt” (MI score: 3+) RIGHT COLLOCATE 1 TO 2 TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF % OF COLLOCATION MUTUAL RIGHT COLLOCATE WORD IN ALL OCCURRENCES INFO SCORE 19250 10691573 0.18 5.01 SUICIDE 255 15080 1.69 8.24 3 UNSUCCESSFULLY 17 1210 1.40 7.97 4 ESCAPE 11 16298 0.07 3.59 5 PREGNANCY 4 8036 0.05 3.15 6 CPR 3 949 0.32 5.82 7 RISKY 3 5308 0.06 3.34 8 29,028-FOOT 2 6 33.33 12.54 9 50-PERCENT 2 80 2.50 8.80 10 LEGISLATIVELY 2 157 1.27 7.83 It is interesting to note the variety of words in the immediate-right collocate slot for the verb “try.” In addition to “try to,” the strongest collocation, prominent right collocates include adverbs that describe the way in which someone tries something (“hard,” “desperately”), nouns that describe a product someone tries (“marijuana,” “Neutrogena”), and gerunds that describe an action to be tried (“contacting,” “snowboarding”). “Attempt” has much fewer strong collocates, but it also collocates strongly with “to”: its mutual information score for this collocate is slightly higher, at 5.01, than the MI score for the collocation of “try” and “to,” which is 4.89. Still, we see some range for “attempt” right collocates in these results: in addition to “to,” “attempt” collocates with nouns that describe things that people attempt (“suicide,” “escape,”) and adverbs that describe the way someone attempts something (“unsuccessfully”). 2a. What nouns frequently occur directly after these words: [try/attempt + noun]? As Figures 8 indicates, “suicide” and “escape” are the only frequent noun collocates that occur to the immediate right of the verb “attempt,” while the verb “try” collocates with many nouns in this position. Figure 9 below illustrates the nouns that occur to the immediate right of “try.” Collocation and Phraseology Analysis: “Try” and “Attempt” 13 FIGURE 9: Frequent immediate-right noun collocates of verb “try” RIGHT COLLOCATE TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF % OF COLLOCATION RIGHT COLLOCATE IN ALL WORD OCCURRENCES MUTUAL INFO SCORE 1 THINGS 133 231275 0.06 -0.34 2 CASES 105 61359 0.17 1.23 3 TO 52 10691573 0.00 -7.23 4 MARIJUANA 50 5772 0.87 3.57 5 DRUGS 33 36475 0.09 0.31 6 TIMES 24 148252 0.02 -2.17 7 CIRCUMSTANCES 23 18776 0.12 0.75 8 PEOPLE 23 717698 0.00 -4.51 9 HEROIN 21 4292 0.49 2.75 10 PAINTING 20 27916 0.07 -0.02 11 FISHING 18 19351 0.09 0.35 12 SUICIDE 17 15080 0.11 0.63 13 THINKING 17 68586 0.02 -1.56 14 STUFF 16 44522 0.04 -1.02 15 YOGA 15 2997 0.50 2.78 16 TERRORISTS 15 10380 0.14 0.99 17 DIPLOMACY 14 4269 0.33 2.17 18 ACUPUNCTURE 13 733 1.77 4.61 19 DR 13 86322 0.02 -2.27 20 WAR 13 165475 0.01 -3.21 21 COCAINE 12 6488 0.18 1.34 22 THERAPY 12 15286 0.08 0.11 23 MEN 12 163663 0.01 -3.31 24 DAY 12 316961 0.00 -4.27 25 IT 12 4063632 0.00 -7.95 26 HYPNOSIS 11 863 1.27 4.13 27 POT 11 12352 0.09 0.29 28 ALCOHOL 11 16934 0.06 -0.17 29 HOMOSEXUALITY 10 3115 0.32 2.14 30 VARIATIONS 10 5770 0.17 1.25 31 ORIGINS 10 5812 0.17 1.24 32 CIVILIANS 10 7037 0.14 0.96 33 DIET 10 15703 0.06 -0.19 34 WALKING 10 34059 0.03 -1.31 35 PRODUCTS 10 40516 0.02 -1.56 36 COVER 10 46197 0.02 -1.75 37 WRITING 10 48290 0.02 -1.82 38 COLLEGE 10 89435 0.01 -2.70 Before discussing the common noun collocates occurring to the right of the verb “try,” I must address some of the unusual results in this list. The first is the high frequency of “to.” Since Collocation and Phraseology Analysis: “Try” and “Attempt” 14 “to” is not a noun, I investigated this collocation at the concordance line level. This search revealed that COCA is recognizing “to” as a noun erroneously in cases where the base verb is omitted in a [try + infinitive] construction—typically in spoken responses like “I’m trying to.” Since it appears to be filling an object slot, COCA has identified it as a noun. Since this is incorrect, the presence of “to” on this list can be ignored for our purposes. Two other important anomalies are the presence of “times” and “cases” on this list. These indicate two unusual versions of “try.” “Trying times” occurs in the concordance lines of the [try + times] collocation: “We live in trying times” is an example of this construction. In this case, “trying” is an adjective that means “tiring” or “frustrating.” Because this form is unusual, COCA has identified “trying” here as a verb, and thus displayed this collocation. The collocation [try + circumstances] and some instances of [try + people] also reflect this meaning of “try.” With “cases,” no COCA error has occurred; instead, this frequency data reveals an important—and not uncommon—use of “try” in legal vocabulary. To “try” a case is not to “attempt” it, but rather to represent a party involved in a courtroom trial. Further investigation revealed other instances of this version of “try” in frequent collocations: [try + civilians], [try + terrorists], and to a lesser extent [try + people] all involve this meaning of “try.” With these exceptions noted, I will return to an analysis of the types of nouns that collocate with the verb “try” as it is typically used. As was revealed in the general right-collocate search, products people try (“drugs”) and activities they try (“fishing”) are common results. Below are some of the frequent noun collocates for the verb “try” grouped by meaning. Objects/Products Activities Actions Experiences Things Marijuana Drugs Heroin Stuff Cocaine Pot Alcohol Origins (cosmetic) Products Painting Fishing Thinking Walking Writing Suicide (Waging) War Things Stuff Yoga Acupuncture Therapy Homosexuality Diet Concepts College To identify other frequent noun collocates of the verbs “try” and “attempt,” I searched for constructions that fit the [try/attempt + determiner/article + N] pattern. As with the previous search, this revealed many more noun collocates for the verb “try” than the verb “attempt.” Figure 10 shows the common noun collocates for the verb “try” and an article or determiner. (Constructions which occur 10 times or more are included.) Collocation and Phraseology Analysis: “Try” and “Attempt” 15 FIGURE 10: Frequent noun collocates of verb “try” + article/determiner RIGHT COLLOCATE TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF RIGHT COLLOCATE WORD % OF COLLOCATION IN ALL OCCURRENCES MUTUAL INFO SCORE 1 CASE 255 157390 0.16 4.83 2 DOOR 140 108417 0.13 4.50 3 TIMES 100 148252 0.07 3.56 4 EXPERIMENT 68 12735 0.53 6.55 5 LOT 58 213747 0.03 2.25 6 WAY 55 432821 0.01 1.15 7 NUMBER 51 151293 0.03 2.56 8 COUPLE 49 68477 0.07 3.65 9 APPROACH 46 53839 0.09 3.90 10 TECHNIQUE 45 13383 0.34 5.88 11 TRICK 39 7815 0.50 6.45 12 VARIETY 38 30249 0.13 4.46 13 TACK 37 1521 2.43 8.73 14 EXERCISE 35 30343 0.12 4.34 15 THINGS 35 231275 0.02 1.41 16 SMILE 34 31406 0.11 4.24 17 DAY 32 316961 0.01 0.82 18 KINDS 31 26101 0.12 4.38 19 RECIPE 30 8637 0.35 5.93 20 CASES 29 61359 0.05 3.05 21 DRUG 28 54493 0.05 3.17 22 KIND 28 169232 0.02 1.53 23 KNOB 27 1694 1.59 8.12 24 TWIST 27 6139 0.44 6.27 25 TIPS 27 11305 0.24 5.39 26 RECIPES 25 6311 0.40 6.12 27 DIET 25 15703 0.16 4.80 28 SORTS 23 8586 0.27 5.55 29 DOORKNOB 22 672 3.27 9.16 30 PATIENCE 22 6840 0.32 5.82 31 HANDLE 22 23356 0.09 4.04 32 LINE 22 107168 0.02 1.85 33 PROGRAM 22 133115 0.02 1.53 34 METHOD 21 22493 0.09 4.03 35 YEAR 21 324377 0.01 0.18 36 BACK 21 517658 0.00 -0.49 37 TEST 18 62435 0.03 2.34 38 TACTIC 17 2654 0.64 6.81 39 KEY 17 57988 0.03 2.36 40 PIECE 16 43418 0.04 2.69 Collocation and Phraseology Analysis: “Try” and “Attempt” 41 SPORT 15 42 FOOD 43 THING 16 25356 0.06 3.37 15 98205 0.02 1.42 15 191681 0.01 0.45 44 JOKE 14 11322 0.12 4.44 45 STRATEGY 14 30956 0.05 2.99 46 PRODUCT 14 33230 0.04 2.88 47 STUFF 14 44522 0.03 2.46 48 SHOT 14 53577 0.03 2.19 49 MOVE 14 86591 0.02 1.50 50 SYSTEM 14 157215 0.01 0.64 51 WATER 14 166096 0.01 0.56 52 PEOPLE 14 717698 0.00 -1.55 53 TECHNIQUES 13 17814 0.07 3.68 54 DRILL 12 5332 0.23 5.30 55 BITE 12 8380 0.14 4.65 56 BUNCH 12 12443 0.10 4.08 57 RADIO 12 43748 0.03 2.26 58 VARIATION 11 6206 0.18 4.96 59 CHICKEN 11 23106 0.05 3.06 60 VERSION 11 28624 0.04 2.75 61 TYPE 11 45827 0.02 2.07 62 TREATMENT 11 49010 0.02 1.97 63 WORD 11 71277 0.02 1.43 64 GUY 11 73924 0.01 1.38 65 IDEA 11 92024 0.01 1.07 66 GAME 11 102821 0.01 0.91 67 MAN 11 281746 0.00 -0.55 68 TIME 11 668606 0.00 -1.80 69 EXERCISES 10 6800 0.15 4.69 70 COMBINATION 10 17564 0.06 3.32 71 WAYS 10 70180 0.01 1.32 72 FORM 10 74044 0.01 1.24 73 FIELD 10 75898 0.01 1.21 74 WEEK 10 140136 0.01 0.32 Many of the semantic categories revealed in Figure 10 are similar to those in Figure 9, but this search also reveals two other major categories: multi-word determiners like “a sort of” and achievement-oriented problem-solving words like “technique.” Frequent examples of these words are listed below. Collocation and Phraseology Analysis: “Try” and “Attempt” 17 Multi-word determiners Problem-solving words TRY… TRY ____ … A lot of Experiment A way of Approach A number of Technique A couple of Trick A variety of Tack All kinds of Twist A kind of Tips All sorts of Method A version of Tactic Strategy This search revealed a few more noun collocates for the verb form of “attempt” than the simple right-collocate search. However, this list is miniscule compared to the same construction with the verb “try.” This reflects the earlier finding that “attempt” collocates primarily with infinitives. Figure 11 shows the five frequent right noun collocates of “attempt” and an article or determiner. (Constructions which occur 10 times are more are included.) FIGURE 10: Frequent noun collocates of verb “attempt” + article/determiner RIGHT COLLOCATE TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF RIGHT COLLOCATE WORD % OF COLLOCATION IN ALL OCCURRENCES MUTUAL INFO SCORE 1 COMEBACK 29 3158 0.92 10.71 2 SMILE 26 31406 0.08 7.24 3 COUP 14 5789 0.24 8.79 4 RESCUE 10 11303 0.09 7.34 5 ESCAPE 10 16298 0.06 6.81 2b. What verbs frequently complete the [try/attempt + infinitive] verb construction? Since “to” appeared as the most frequent right collocate of both “try” and “attempt,” I was curious to analyze the frequent infinitives occurring at the immediate right of both words. Figure 11 shows these data for the verb “try,” and Figure 12 shows the results for the verb “attempt.” Due to the large number of collocates for each of these verbs, I have only shown the top 50 results in each of these charts. Collocation and Phraseology Analysis: “Try” and “Attempt” 18 FIGURE 11: Frequent infinitives in [try + infinitive] construction CONSTRUCTION TOTAL OCCURRENCES OF COLLOCATION ALL OCCURRENCES OF RIGHT COLLOCATE WORD % OF COLLOCATION IN ALL OCCURRENCES MUTUAL INFO SCORE 1 TRYING TO GET 9747 530166 1.84 4.11 2 TRYING TO DO 5011 1383075 0.36 1.77 3 TRYING TO MAKE 4859 373962 1.30 3.61 4 TRY TO GET 4098 530166 0.77 2.86 5 TRYING TO FIND 3409 182052 1.87 4.14 6 TRYING TO FIGURE 2703 74569 3.62 5.09 7 TRYING TO BE 2645 1942849 0.14 0.35 8 TRY TO MAKE 2637 373962 0.71 2.73 9 TRIED TO GET 2345 530166 0.44 2.05 10 TRYING TO KEEP 2221 140937 1.58 3.89 11 TRY TO DO 2188 1383075 0.16 0.57 12 TRY TO FIND 1681 182052 0.92 3.12 13 TRIED TO MAKE 1631 373962 0.44 2.03 14 TRY TO KEEP 1554 140937 1.10 3.37 15 TRY TO BE 1471 1942849 0.08 -0.49 16 TRYING TO HELP 1442 187810 0.77 2.85 17 TRIED TO DO 1393 1383075 0.10 -0.08 18 TRYING TO SAY 1341 390873 0.34 1.69 19 TRYING TO PUT 1057 196900 0.54 2.33 20 TRYING TO TELL 1039 174201 0.60 2.48 21 TRYING TO TAKE 1009 304850 0.33 1.64 22 TRIED TO KEEP 953 140937 0.68 2.67 23 TRY TO HELP 859 187810 0.46 2.10 24 TRIED TO BE 852 1942849 0.04 -1.28 TRYING TO UNDERSTAND 26 TRYING TO SAVE 823 87735 0.94 3.14 804 34832 2.31 4.44 27 TRYING TO SELL 780 33232 2.35 4.46 28 TRY TO TAKE 778 304850 0.26 1.26 29 TRIED TO EXPLAIN 731 33295 2.20 4.36 30 TRYING TO KILL 708 34812 2.03 4.25 TRYING TO CONVINCE 32 TRYING TO SEE 701 8516 8.23 6.27 696 440888 0.16 0.57 33 TRYING TO BRING 676 76822 0.88 3.05 34 TRYING TO REACH 674 39566 1.70 4.00 35 TRIED TO KILL 663 34812 1.90 4.16 36 TRIED TO FIND 659 182052 0.36 1.76 37 TRY TO PUT 653 196900 0.33 1.64 38 TRYING TO WORK 651 329398 0.20 0.89 39 TRYING TO DECIDE 650 24608 2.64 4.63 40 TRY TO FIGURE 641 74569 0.86 3.01 25 31 Collocation and Phraseology Analysis: “Try” and “Attempt” 41 TRYING TO CHANGE 631 42 TRYING TO EXPLAIN 43 TRIED TO TAKE 44 19 126011 0.50 2.23 628 33295 1.89 4.15 622 304850 0.20 0.94 TRYING TO BUILD 620 39073 1.59 3.90 45 TRYING TO THINK 616 582955 0.11 -0.01 46 TRYING TO CREATE 607 49311 1.23 3.53 47 TRYING TO AVOID 605 31912 1.90 4.15 48 TRYING TO PROTECT TRYING TO CATCH 604 33125 1.82 4.10 49 589 27514 2.14 4.33 50 TRYING TO STOP 569 78104 0.73 2.77 FIGURE 12: Frequent infinitives in [attempt + infinitive] construction 1 ATTEMPTING TO DO 160 ALL OCCURRENCES OF RIGHT COLLOCATE WORD 1383075 0.01 0.40 2 ATTEMPTING TO MAKE 137 373962 0.04 2.06 3 ATTEMPTED TO DO 129 1383075 0.01 0.09 4 ATTEMPTED TO MAKE 117 373962 0.03 1.83 5 ATTEMPT TO MAKE 112 373962 0.03 1.77 6 ATTEMPT TO DO 104 1383075 0.01 -0.22 7 ATTEMPTING TO GET 102 530166 0.02 1.13 8 ATTEMPT TO EXPLAIN 89 33295 0.27 4.93 9 CONSTRUCTION TOTAL OCCURRENCES OF COLLOCATION % OF COLLOCATION IN ALL OCCURRENCES MUTUAL INFO SCORE ATTEMPTED TO GET 78 530166 0.01 0.74 10 ATTEMPTING TO CREATE 73 49311 0.15 4.08 11 ATTEMPTED TO USE 73 230958 0.03 1.85 12 ATTEMPTED TO EXPLAIN 71 33295 0.21 4.60 13 ATTEMPTING TO BE 70 1942849 0.00 -1.29 14 ATTEMPTED TO IDENTIFY 64 21788 0.29 5.06 15 ATTEMPT TO USE 64 230958 0.03 1.66 16 ATTEMPTED TO ADDRESS 62 37588 0.16 4.23 17 ATTEMPTED TO TAKE 61 304850 0.02 1.19 18 ATTEMPTING TO UNDERSTAND 19 ATTEMPTED TO DETERMINE 20 ATTEMPTED TO CREATE 60 87735 0.07 2.96 59 26903 0.22 4.64 55 49311 0.11 3.67 21 ATTEMPT TO DETERMINE 54 26903 0.20 4.51 22 ATTEMPTING TO TAKE 54 304850 0.02 1.01 23 ATTEMPT TO GET 54 530166 0.01 0.21 24 ATTEMPTING TO ESTABLISH 25 ATTEMPT TO UNDERSTAND 52 15204 0.34 5.28 50 87735 0.06 2.70 26 ATTEMPT TO FIND 50 182052 0.03 1.64 27 ATTEMPTING TO EXPLAIN 48 33295 0.14 4.04 28 ATTEMPTING TO FIND 47 182052 0.03 1.56 29 ATTEMPT TO CREATE 45 49311 0.09 3.38 30 ATTEMPTING TO INFLUENCE 43 35066 0.12 3.80 Collocation and Phraseology Analysis: “Try” and “Attempt” 31 ATTEMPTING TO BUILD 43 32 ATTEMPT TO PROVIDE 33 ATTEMPTED TO BE 20 39073 0.11 3.65 43 72836 0.06 2.75 43 1942849 0.00 -1.99 34 ATTEMPTED TO ANSWER 42 63515 0.07 2.91 35 ATTEMPT TO CHANGE 42 126011 0.03 1.92 36 ATTEMPT TO KEEP 42 140937 0.03 1.76 37 ATTEMPTING TO KEEP 41 140937 0.03 1.73 38 ATTEMPTING TO USE 41 230958 0.02 1.02 39 ATTEMPTED TO ESTABLISH 40 15204 0.26 4.90 40 ATTEMPTED TO BRING 40 76822 0.05 2.57 41 ATTEMPTED TO FIND 40 182052 0.02 1.32 42 ATTEMPTING TO ACHIEVE 39 18063 0.22 4.62 43 ATTEMPT TO ANSWER 39 63515 0.06 2.81 44 ATTEMPT TO BRING 39 76822 0.05 2.53 45 ATTEMPTING TO ADDRESS 38 37588 0.10 3.53 46 ATTEMPTED TO PROVIDE 38 72836 0.05 2.57 47 ATTEMPTED TO SHOW 38 157722 0.02 1.46 48 ATTEMPT TO RESOLVE 37 8956 0.41 5.56 49 ATTEMPTING TO DETERMINE 50 ATTEMPT TO MEASURE 37 26903 0.14 3.97 37 30893 0.12 3.77 One of the first things that I noticed about this data was that some words appear quite prominently in both lists. “Get,” “do,” “make,” and “be” are all among the top 10 most frequent infinitive constructions for both “try” and “attempt.” I also found it interesting that “try” seemed to collocate with simpler, shorter words like “make,” “find,” “keep,” “help” and “say,” while “attempt” collocated with longer, more academic words like “explain,” “create,” “identify,” “address,” and “determine.” To investigate this further, I ran both lists through the www.lextutor.ca Vocabulary Profile system (for this step I used a longer, 100-result list for each construction). This yielded interesting results. While only 2% of the “try” infinitive collocates contained academic words, a full 13% of the “attempt” infinitive collocates were identified as academic. These academic words include “achieve” and “resolve,” which appear with one form of “attempt”; “define,” which appears with two forms of “attempt”; and “create,” “establish,” and “identify,” which all occur with three forms of “attempt.” This data supports the earlier findings associating “try” with spoken English and “attempt” with academic English, and it shows that the entire constructions used with these verbs also reflect this genre split. Further, the fact that some of these words occur in multiple forms suggests that these are lexical bundles common to academic language; students learning to communicate in this discourse may benefit from learning these bundles as chunks. 3. What are the most frequent phraseologies of “try” and “attempt” in all registers? Collocation and Phraseology Analysis: “Try” and “Attempt” 21 The research I carried out for this question yielded many interesting patterns. For this paper I chose to focus on four-word lexical bundles in which “try” or “attempt” is the second word, since this formation allows for an infinitive on the right—“to get,” for example—as well as a subject like “he,” the copula “to be,” or an article or other word on the left. I limited my charts to the top 30 results for each word. These charts are presented in Figure 13 below. FIGURE 13: High-frequency phraseologies for [ * try * * ] and [ * attempt * * ] patterns RANK * [try] * * FREQ RANK * [attempt] * * FREQ 1 TO TRY TO GET 1542 1 AN ATTEMPT TO GET 138 2 , TRYING TO GET 1317 2 AN ATTEMPT TO MAKE 120 3 'RE TRYING TO DO 1173 3 AN ATTEMPT BY THE 109 4 TO TRY TO MAKE 785 4 AN ATTEMPT WAS MADE 90 5 'RE TRYING TO GET 781 5 EVERY ATTEMPT TO REMAIN 86 6 WAS TRYING TO GET 691 6 AN ATTEMPT TO KEEP 73 7 , TRYING NOT TO 672 7 AN ATTEMPT TO CREATE 68 8 , TRYING TO MAKE 633 8 AN ATTEMPT TO FIND 67 9 I TRY NOT TO 599 9 NO ATTEMPT WAS MADE 65 10 TO TRY TO FIND 582 10 AN ATTEMPT TO BRING 64 11 , TRYING TO FIND 569 11 AN ATTEMPT TO AVOID 59 12 , TRYING TO KEEP 557 12 AN ATTEMPT TO UNDERSTAND 59 13 TO TRY TO DO 521 13 AN ATTEMPT TO '' 56 14 ARE TRYING TO DO 477 14 AN ATTEMPT TO REDUCE 50 15 IS TRYING TO DO 458 15 NO ATTEMPT TO HIDE 47 16 IS TRYING TO GET 456 16 AN ATTEMPT TO PROVIDE 43 17 ARE TRYING TO GET 438 17 AN ATTEMPT TO DETERMINE 41 18 BEEN TRYING TO GET 421 18 AN ATTEMPT TO IDENTIFY 41 19 I TRIED TO GET 421 19 AN ATTEMPT TO IMPROVE 41 20 WAS TRYING TO DO 420 20 AN ATTEMPT AT A 40 21 JUST TRYING TO GET 418 21 AN ATTEMPT TO EXPLAIN 39 22 AND TRY TO GET 415 22 AN ATTEMPT TO GAIN 38 23 , TRYING TO FIGURE 407 23 AN ATTEMPT TO BE 38 24 'M TRYING TO GET 394 24 AN ATTEMPT TO SAVE 38 25 'RE TRYING TO MAKE 375 25 AN ATTEMPT TO PREVENT 36 26 WERE TRYING TO GET 360 26 AN ATTEMPT TO BREAK 35 27 TO TRY TO KEEP 358 27 AN ATTEMPT TO CONTROL 35 28 I TRIED NOT TO 343 28 AN ATTEMPT TO INCREASE 34 29 TO TRY TO HELP 334 29 AN ATTEMPT TO SHOW 34 30 TO TRY AND GET 334 30 AN ATTEMPT IS MADE 33 Collocation and Phraseology Analysis: “Try” and “Attempt” 22 Perhaps the most striking feature of these results is that “attempt” appears in this list exclusively as a noun: a fact that is apparent due to the constant presence of the article “an,” a determiner like “every,” or the negation word “no” in the immediate-left collocate slot. Conversely, “try” appears exclusively as a verb, with the infinitive marker “to,” forms of the copula “to be,” and subjects appearing in the immediate-left slot. It is also interesting that “try” appears often with personal pronouns like “I” and in copula patterns that imply them like “ ‘re” and “ ‘m” (I confirmed with a concordance-line search the prevalence of “we’re,” “you’re” and “I’m” in these results). These personal-pronoun subjects suggest that “try” is used to express ideas that have some immediacy to the speaker or writer. “Attempt,” on the other hand, frequently appears on this list as the noun for passive verbs: “an attempt was made” is an example of this. This use of the passive implies greater distance from the speaker: “an attempt was made (to do something)”—the fourth most frequent construction on the “attempt” results list—is much less immediate than “(we)’re trying to do (something),” the third most frequent result on the “try” frequency list. When using “attempt” in academic language, writers apparently often use the passive: a feature of this word that students may benefit from knowing. My final exploratory measure in this process was to identify several high-frequency phraseologies for “try” and “attempt.” To do so, I reviewed Figure 13 and grouped phraseologies by common patterns. The results of this analysis appear in Figures 14 and 15. FIGURE 14: High-frequency phraseologies for the [ * try * * ] pattern PHRASEOLOGY to try to + VP , trying (not) to + VP MEANING Shows actor’s intent but reveals that speaker/writer is unsure of actor’s ability to complete action. (That “to try” is not needed syntactically underscores this disconnect.) Shows adverbial information about why speaker/writer did something (if self is subject) or why speaker/writer thinks someone did something. EXAMPLE SENTENCES “I think a lot of Americans are going to the Embassy to try to get information…” (SPOKEN) “She continues to try to make me feel guilty and to impose her beliefs on me.” (MAG) “And he continues to try to find ways to merge advertisers messages into the network's programming.” (NEWS) “He fled down the street, pointed the weapon at a vehicle , trying to get that person to stop.” (SPOKEN) “I shuffled back down the aisle , trying not to stumble against the little man.” (FICTION) “Right now, I'm steadily climbing , trying to make a name for myself.” (MAG) Collocation and Phraseology Analysis: “Try” and “Attempt” S + copula + trying to + VP what + S + copula + trying to + VP + copula (Often occurs in subject slots) to try and + VP Shows actor’s intent but reveals that speaker/writer is unsure of actor’s ability to complete action. Used instead of the “S + copula + trying + VP” to reframe this information as the subject, possibly to emphasize a distinction between what the actor is trying to do and it appears the actor is trying to do. A colloquial form of “to try + infinitive,” this is a common construction that means the same thing. 23 “They 're trying to do it as orderly as possible.” (SPOKEN) “It's not like you 're trying to get rid of a tractor trailer.” (FICT) “Beckham is trying to do too much, he's desperate to try to do good.” (NEWS) “But we're -- what we 're trying to do is improve two or three things in it.” (SPOKEN) “… what we are trying to do is to look at where there may be gaps in our provision…” (ACAD) “But I think what the NFL is trying to do is get rid of that old mindset.” (SPOKEN) “So that day in' 93 I made a promise to try and get a school built there.” (SPOKEN) “She stuck her fingers on the rim of the pane to try and get any part of her body warm…” (FICT) “When the time came to try and get an agent, I contacted some of those agents.” (ACAD) FIGURE 15: High-frequency phraseologies for the [ * attempt * * ] pattern PHRASEOLOGY NP + copula + an attempt + infinitive MEANING Used in as subject or object predicative positions to evaluate the actor’s motivation in taking a course of action. EXAMPLE SENTENCES “Some legislators felt the move was an attempt to make the General Assembly powerless to decide how state money is spent.” (NEWS) “…this bill is an attempt to reduce the country south of Mason and Dixon's line.” (ACAD) in/as + an attempt to + VP Used in adverbial constructions to show what the speaker or writer believes an action was intended to achieve: the motivation behind an action. “LoCicero says these celebrations are often an attempt to find meaning and reassurance.” (NEWS) “Now, there were some big issues that were dropped in an attempt to get to 60 votes.” (SPOKEN) “…the idea of jihad was deliberately developed as " an attempt to keep alive the momentum lost... and as an attempt to spiritualize'…” (MAG) “…the menu underwent a complete overhaul in an attempt to bring some of the glamour back to this iconic Atlanta eatery.” (NEWS) Collocation and Phraseology Analysis: “Try” and “Attempt” an attempt + by (someone) + to + VP an/no + attempt was made + infinitive an attempt + at + NP Used in NP positions to show the speaker/writer’s opinion about the actor’s action. Often carries a negative connotation, suggesting that the attempt was unsuccessful, and for good reason. Passive construction declines to identify actor, often due to speaker/writer’s apparent disapproval of action. Frequently used in news and academic registers. “At” is used in this construction to replace infinitives of achievement like “to produce” or “to become.” 24 “This is certainly an attempt by the company to assert primacy over its rivals.” (ACAD) “Some on the right say this is an attempt by the left to stir up old grievances.” (SPOKEN) “Avila's mother says the case was an attempt by the ex-girlfriend to seek revenge for the failed relationship.” (ACAD) “An attempt was made to rob a person of property.” (NEWS) “An attempt was made to select tall girls of fair skin color…” (ACAD) “No attempt was made to test adolescents who were not present on assessment day.” (ACAD) “It was an attempt at a corporate takeover.” (SPOKEN) “With an attempt at a careless shrug, he admitted, ‘Left lung collapsed.’ " (FICT) “Lowering the entrance price, however, amounts to an attempt at a rear-guard action.” (NEWS) Since my original assumption about “try” and “attempt” is that they were synonymous, I wanted to test whether they could be used interchangeably with these phraseologies. Interestingly, in all but the final example of “try” phraseologies shown in Figure 14, “try” could be replaced with “attempt.” “Try and (do something)” does not allow such a replacement, however, probably because this is a rather colloquial form used primarily in speech: “attempt and (do something)” would be quite marked, due to the incongruity between the academic “attempt” and the casual language. Still, save this single construction, “attempt” can generally stand in for “try” when “try” is used as a verb, as it is in these examples. This is not the case with the reverse scenario: in examining the replacement potential of “try” for “attempt” in Figure 15’s phraseologies, it is clear that “try” cannot stand in for “attempt” in any of these circumstances. “Try” as a noun is rare, and seemingly limited to very colloquial expressions like “give it a try” or “nice try.” Although using it a noun is acceptable, “try” cannot replace the noun forms of “attempt” in these phraseologies. Collocation and Phraseology Analysis: “Try” and “Attempt” 25 Conclusion This analysis of “try” and “attempt” revealed several major findings. Question 1 revealed that “try” is far more frequent than “attempt” across registers in COCA, that “try” appears more frequently than “attempt” in the spoken register of COCA, and that “attempt” occurs more frequently than “try” in the academic register of COCA. Research into Question 2 revealed that both “try” and “attempt” appear more frequently with infinitives (try/attempt + infinitive) than with other right collocates, and that “try” takes a wider range of right collocates than “attempt.” This process also revealed several different types of nouns that occur to the right of “try” and several infinitive constructions that occur with both “try” and “attempt.” Question 3 relates to phraseology; it revealed that “try” is often used in present- and future-oriented verb phrases and adverbials to differentiate between an actor’s intention and the speaker/writer’s expectation of the actor’s ability to achieve this action. “Attempt” is used more often to describe a past unsuccessful action or to explain the motives behind this type of action; passive constructions are often used to communicate this information. Overall, these analyses of “try” and “attempt” confirm my early assumption that “attempt” is more formal and academic than “try,” but they expand this distinction with the additional information that “attempt” occurs with few right collocates other than infinitives and is commonly used in passive voice constructions. This information would be very helpful to academic English students, and I will use it to inform my future teaching—particularly at upper levels. In the future I would like to expand this analysis with further study of the phraseology patterns I discovered in this research. Though the data for [* try/attempt * * ] proved interesting, this pattern is only one of many meaningful phraseologies associated with these words. I look forward to investigating this further in the future.
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