Part 1 Find Passive Verbs in Data between the 3 chart ( a paragraph)

Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) 12 A AV AV A AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE Paste B I U abe X2 X2 AL . A . Normal No Spacing Heading 1 Heading 2 Title Subtitle Styles Pane Word Attribu... Total O... Docum... Wells F... JPM... Bank o... ended ended 984 3 172 364 448 related related 777 3 216 354 207 consolid... consolid... 471 3 94 181 196 based based 457 3 172 180 105 held held 439 W 158 148 133 driven driven 286 W 43 136 107 included included 395 W 143 122 130 retained retained 141 W 22 105 14 sold sold 238 W 67 94 77 purchas... purchas... 241 W 57 89 95 recorded recorded 245 W 82 81 82 reported reported 150 W 26 77 47 issued issued 177 W 55 76 46 offset offset 211 W 56 75 80 impaired impaired 188 W 36 74 78 estimated estimated 147 W 38 71 38 backed backed 266 W 152 64 50 modified modified 111 3 24 64 23 Page 5 of 21 1033 words English (United States) + 149%Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) 12 AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE Paste B I U abe X2 X2 AL. A. Normal No Spacing Heading 1 Heading 2 Title Subtitle Styles Pane h. When we look at Bank of America, we see this: Word Attribu... Total O... Docum... Wells F... JPMorg... Ban... J ended ended 984 3 172 364 448 related related 777 W 216 354 207 consolid... consolid... 471 W 94 181 196 increased increased 224 W 53 37 134 held held 439 w 158 148 133 included included 395 w 143 122 130 compared compared 301 W 132 44 125 driven driven 286 W 43 136 107 based based 457 W 172 180 105 purchas... purchas... 241 W 57 89 95 accounted accounted 125 W 15 19 91 recorded recorded 245 W 82 81 82 offset offset 211 w 56 75 80 impaired impaired 188 W 36 74 78 decrease.. decrease.. 134 W 28 29 77 sold sold 238 W 57 94 77 foreclos... foreclos... 103 W 46 3 54 required required 162 3 62 46 54 Page 6 of 21 1033 words X English (United States) + 149%Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) 12 A- A Aa A AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdEE AaBb( AaBbCcDdEE Paste B I U abe X2 X2 AL . A . Normal No Spacing Heading 1 Heading 2 Title Subtitle Styles Pane sorted by Wells Fargo: Word Attribu... Total O... Docum... Well... JPMorg... Bank o... related related 777 3 216 354 207 based based 457 W 172 180 105 ended ended 984 W 172 364 448 held held 139 W 158 148 133 backed backed 266 W 152 64 50 included included 395 W 143 122 130 compared compared 301 W 132 44 125 preferred preferred 187 W 119 24 44 continued continued 134 w 99 21 14 consolid.. consolid... 471 W 94 181 196 guarant... guarant... 115 w 86 18 11 recorded recorded 245 w 82 81 82 expected expected 163 W 79 46 38 recogni... recogni... 176 W 78 47 51 collater... collater... 102 W 70 14 18 insured insured 148 W 68 27 53 sold sold 238 w 67 94 77 required required 162 3 62 46 54 Page 4 of 21 1033 words English (United States) + 149%Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) * 12 AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE B I U abe X2 X2 AL . A Normal Heading 1 Heading 2 Title Subtitle Styles Paste No Spacing Pane When sorted by Wells Fargo we see: Word Attribu... Total O... Docum... Well... JPMorg... Bank o... risk risk 1097 3 421 363 313 exposure exposure 291 W 82 84 125 approxi... approxi... 119 W 40 39 40 assump... assump... 94 W 40 29 25 risks risks 92 W BE 31 23 variable variable 69 W 31 10 28 believe believe 41 W 25 2 14 intangible intangible 53 W 24 11 18 assump... assump... 27 W 20 3 Sort exposure.. exposure.. W 20 33 44 difference difference 38 W 19 15 4 probable probable 38 18 9 W 11 unobser unobser 54 W 18 24 12 contingent contingent 28 W 15 7 6 intangib intangib 32 W 15 9 8 differ differ 33 W 14 12 indepen indepen 21 W 12 N N vary vary 22 3 9 4 Page 13 of 21 1033 words X English (United States + 140%Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) * 12 A- A Aa A AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE Paste B I U abe X2 X2 AL . A E Normal No Spacing Heading 1 Heading 2 Title Subtitle Styles Pane When sorted by JPMorgan we see: Word Attribu... Total O... Docum... Wells F... JPM... 4 Bank o... risk risk 1097 421 363 313 exposure exposure 291 125 w 82 84 approxi... approxi... 119 40 W 39 40 exposure.. exposure.. 97 W 20 33 44 risks risks 92 38 31 23 W assump... assump... 94 W 40 25 unobserunobser 54 W 18 24 12 revised revised 32 7 w 22 3 believes believes 31 W 7 20 1 volatility volatility BE 9 18 11 W difference difference 38 15 4 W 19 Sort differ differ 33 +5 14 12 7 W intangible intangible 53 W 24 11 18 depend... depend... 17 w 1 10 6 22 5 10 7 uncertai uncertai W variable variable 69 31 10 28 w intangib intangib 32 W 15 9 8 probable probable 38 3 18 11 + 140% Page 13 of 21 1033 words X English (United States)Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) * 12 A- AV AV A AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE Styles Paste B I U abe X2 X2 AL. A. Normal No Spacing Heading 1 Heading 2 Title Subtitle Pane When sorted by Bank of America we see: Word Attribu... Total O... Docum... Wells F... JPMorg... Ban... risk risk 1097 3 421 363 313 exposure exposure 291 3 82 84 125 exposure.. exposure.. 97 w 20 32 44 approxi... approxi... 119 40 w 39 variable variable 69 w 31 10 28 assump... assump... 94 W 40 29 25 conting... conting... 29 W 2 3 24 risks risks 92 w 38 31 23 Sort intangible intangible 53+ 3 24 11 18 believe believe 1 1 25 14 W 2 unobser unobser 54 w 18 24 12 probable probable 38 w 18 9 11 volatility volatility BE w 9 18 11 volatilities volatilities 13 N 0 4 9 intangib intangib 32 W 15 depend... depend... 16 W 5 ............... .. . ........ . ..... ..... ... .... differ differ 33 W 14 12 uncertain.. uncertai 22 3 5 10 7 Page 13 of 21 1033 words X English (United States) + 140%Textual Analysis Directions (1) Q Search in Document Home Insert Design Layout References Mailings Review View '+ Share ~ Calibri (Body) 12 A- A Aa A AaBbCcDdEe AaBbCcDdEe AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEE Paste B I U abe X2 X2 AL A E Normal No Spacing Heading 1 Heading 2 Title Subtitle Styles Pane i. Run the process by hitting the blue "play" button. The following results will pop up. Row No. Bank MD&A polarity (MD... confidence(... agreement(... subjectivity(... irony(MD&A) 1 BOA 10-Q 1 bac-9... P 86 DISAGREEM... SUBJECTIVE NONIRONIC 2 JPMorgan 10-Q 1 corpq... P 86 DISAGREEM... SUBJECTIVE NONIRONIC 3 Wells Fargo 10-Q 1 wfc-0... P 76 DISAGREEM... SUBJECTIVE IRONIC Deliverable Part 3 - Students should form conclusions about the sentiment of the MD&As for each company in a short paragraph. Page 20 of 21 1033 words X English (United States) + 220%