From 3425c8e8ba3bf00a7c490601b4299a6f2a52f72e Mon Sep 17 00:00:00 2001 From: Bairly <2652270566@qq.com> Date: Sun, 30 Mar 2025 15:39:22 +0800 Subject: [PATCH] =?UTF-8?q?add:=E6=B7=BB=E5=8A=A0=E4=BA=86=E5=AE=8C?= =?UTF-8?q?=E6=95=B4=E6=95=B0=E6=8D=AE=E5=A4=84=E7=90=86=E6=96=B9=E6=A1=88?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- FSR.xlsx | Bin 21333 -> 23055 bytes hot_data/GMV/info.csv | 4 +-- readme.md | 68 ++++++++++++++++++++++++------------------ ~$FSR.xlsx | Bin 165 -> 0 bytes 4 files changed, 41 insertions(+), 31 deletions(-) delete mode 100644 ~$FSR.xlsx diff --git a/FSR.xlsx b/FSR.xlsx index d0c838936623030b750941ca576bc4a41cd98506..38139f626228d46232fc511179a91b23a0d203a9 100644 GIT binary patch delta 15202 zcmZ8|1yo$ivNnUeySuvwcXtTx65L%UxD#M-3-0dj5)v#(2(E$P?)DGozW2`h@1C`0 zdUtnyRb5rPrn`FgLMh-&Ga!)%VSxb(UIYLE5tAfB02Eh%;=m8T3-N|uYRmjZslmw* z5<}Er>Pg1+)*PHkP2DGXq_^6R-W|;3T(rqCp_H#O;Mx2AGY?1jU_{Z$U?ESL376`W{^E6H*H#OxSQAJH2n=worL%>ao3o2Mn}xHR6|0Y>`p^s+-#IhjHLT~H1N!)I}toGQ}WKRrhSSpc$OIopWLSQDJ9kS~7Zg(Mp106o#8Mkx4% zf-uBl9)4tr=ed@ArmOv6Rsx=?K_|Pr(%jPw79TRylNN>u^EqyDEN{Xo(P6Yjowha2 z7m3!U?az%;F5h|Bt2|mYG!CG@cr72KPW-m#`zsCD4gfiB^tINJt+Y);zoC+d*MQEF z$c4%z{T~9|$V?3P+*72fV*)uZhUn2G303GRzMQPV?Hlw26)h7ytLEHO-&!PtxCm8k zJvb>(0ebs^_f6JAJm>LLUn*LakW&Kz^gujo6^;f!wxM zVBtU|2^;EIlb`yD^q0zy*SD{2eJ%dld}!KZ9~V#^B1Y`k1e{j>Ou4jY5$jxC*cBOT zBOQIH%zkKZ0Xm$b>HH`qBpZ~zT4G;Xort`;@WAjS@XAUgzWMpnLu0L$j_%6tr8agWBvguqbqr}9T zEo6Z{8caKXS#fRdL&EXtBRD-HRXH*8C?Vrs_-X8cewJa*)QAfIaM3Ja&~tm$zW{tT zHWGD7@J72UR8FtX`iSLy2WRorH}_quY03Dyhrj7*&pL78#X%F5WB*9>?%}Lo#J7)t zSX*`nq-TG)q*@wza$(#|a??uo%lb@f?rE%Mt^7cS5akf$#cQOsQKwRs*<;G4u*#M- z&y~IK>dpSOQdJN3)$@j_o?a__St}JG`h8--X2de) z)Ds2BHrF z0p<<}G#pgM6R~u_w~fWGn|4ARUZNb?LwbQ61jg&p2UI!u8a#7Pki*4|87X+~57&!$ zWN*YeJJGIXo`Ge8Rcy3lKLmjsfnivZm7n}fK4&Q5f-cOPzyB^8k8;&EQ4$}%#!yj` zKvO%L`C^HCkQo<-Ix`kF-q?--i-&}xO ztJQ~|)Qo8I#sY=7;FCSP>3lA+qFS6a&CwQwU=O zwuhn+TO*1_>wcQe~PpP*DN_4Fz#WosU)*&=r3v?m#Chf8@80zrNj8ZRuyB&mz_{$>P7i{I8U*Q zdvt$@8QVgLV2=Fg35(G6L=))MS}pA(q>1}S}qqmSq?f`?T%CxGy1L=B1=kQ&n}unjjr%_KA%)d z2xjzWO#OXDpA-l#2J8yyXbu(ZrOba6`c5{J$o7ADW_%kca)Y$VXenZtDs!?xfj5cI z(P5DY>{xo(wCtnf`YS=C@rJ-TI_wNN=nOS~GBm8{G03&dLiS*e0$I2gmUjg&_qJiwZ#7JSIy;O53j_l_a8O9*32R zStsrsMGr$OgQ-MMh9WDZ^f@!?U3?X6Fsld~4O4UKfw0*JnfC^p_Xah3V%&4|nS3rO z(0>5;fdN$iXPQF``M;mJx6QzY!L@~<8RgfrM|pu|H^UllgwANcpA?;b zyERxPTesN5K*It{3f2j7)p!vGN#gquAh7Ht_sz_A8z96?6wJW-p!!48F7rS9s8TQ4 z0iXI*7?zA_M#XaFuz=vv{l((dX4Yc-8FtAa^2Zj;6}trN4u$mlgx3*K8ZMMLE)v<@ z3}3*k3h7l$k-ZCN2nyv3qP6l7PNYhNl)+=8>;~&&P70dnpHWldm~L+`T~+M^cLhzp z4}rBzJBS1xhO#}}_dg@he(7NAK+*Jvb>8`80Ofk%kc{@Jez0=DqGGQ%qSDR~XwbpX zYJjzk@Q<+Flex5rSol!;(bv+U>*(r;%Ege%hIYAMWTWS)f>p4k5#qL_eF@yWe}f)q$D%;d1={4cKKA>TU)dL-WD~os$(jc5 zjlynV6LQ{jnVs7M$a-c5kgI;r6+ZLeSj@CK7@~+W*Dc1b3TVKI{+OWWF{}Wib8R(Oc=nDc@r+mR- z>8F%w!Mhc5ctfYql@aB4A?0l(`S$-e%$Xf|gwnzDCavB>C(iWN0+X)D0iR4X#h1mv zu?*|Q8wnig!!_h6@#G{<0)*suN#P;nu~VqoVWr-Ef{0QVjL?(9}PWee%G88t2cuuD;!J zziaVaisC%%_Rb7u`aO04=~YdUyI!37v3QdLDxve#crJv@HgL|D#Up##q+=v}}Rl>0-aAURpuH#^x6GF7@2DAD$XRXTM z2{-&zb?nv(H#Lx=e=p+1Th?>!7Fd5q?&5oYfB97W903?Zgn*C`22r3A06E`ROz{Rr zUsl?20@-HXOyQq8Ei{vFIPj;bX6}RRO9_p zU|_Y;<$n8P$K>tOp)4E9wRJlD+@hY=ZXK zSC;$@ zy<@kL7i7~@HuqR)L2^ddKB9V^edJeZdDph#r1H`MBt7MQ2~ueTjutuWJ7Vt#4dFtL zFW0G>Y$S*tg?|xfXIokGx_25PaV{r%7D)f`=hRJT!x8nAH3YiCZykkfV@k5`t(o-K z(oSeizjN8c&d{8;_0N}tkY%#uT1oB=se$!RPEGxe{^!%PuImpzL5rttRy^~aQh$T zEjo8?S@b=*KXG^0Hu4fVz8$gwk6PL4LYKULCt+>o&aNvT z_Z|9p)^aCrkDPDMkZQ`=w71CSjyAkIC$Ah@8yMVYcHEj1fv+`2a&N+{^Q#{RzCPYc zxOZ}7!)k)YA~k`T2SGgYg0(2w^MSSQT^usm3jT@$t4*!FqI+mp-nm`zSNEp1vBHF& zo|#7@b?}dAfRKjTMl0SfN^VVfx1XX(iqPs}@D|EqiHh(^Y_8ay+vJG(`p20w`lY*awW3MAkJUV&>d3fGzo*pXvBlMSm?W$63k4<1-@wi z(11xA`q356{2_+2u*j$Aq!_|un1VN?OpLUrSvKyqp+tTw(qZ3;V7#UD;$X*e)HSZq z?_!P4!b_`X?ET7-*phO#D`3qyi17&!1maHJ$W$WHc2P2J$ZUDkL31+ppjXCns4}h? zH*Hmd=UBBOd)<(6pXgW1Qtv}->-Z~(A_fD~f|{Z&1}1cJ7Ky{3nrG9ZI=&LQ7qWhn z-Be8IaGqqq?(J!l7Wr-wz^&d?oL=0=u9Z+ZAeK0W?Eb_ugfj9V#LS^jrjcSC~DLqNXQlEh}rxs5Ck``+?B zvIb(Hw)v}pJ0>jrXR%34q|ZEbX6=w#A)nH80o5N6hG_CrOzWXjq|Vf)#E@K2)CNZl z%~9(2EV&J#87pAw;ZvksUamTGgKgRo%fqoz(}I)fYny;0dXL?LL2d-_0hE5M4amCg zInAap60RZzh``;!4;InV{aKpyhEQR-pQ35NMRG$x3SJMtnJyqr>a;%7cd#9TIeeR~ z0YcZE5qAnm6SaqVwE?Ecc@0Tp;drX~05dplB8M=vYl2xPseRe#a#|HG_F6*0{uX66 zIcGGtKXd_;v>`ZR6fxdMZ60Y3qtNG21Iee&Sll5|{PrdSu#@V9<+tC~>()5*EKJlwGl;d)gtH`NX3V5E{4TGg7p z90~lEa}`(qWh8EK$BDV-2O47344%2B^3zZ?SQ&yNGIyoN7wg)#v4 zBSR#+0tCW$VZydF$Zy0#OTfVFhKP*8g(%vP_9}xeG-}2y+qnG-GY~+UO_u)Dd~~li zSfpScx}q%!HM!vdff@7>s-R1oZw%Bb48+2O%uv6C{*?7;juEj!DLgvmkGyNATG=&6 z6F=c{KcXB?AKU}XjZ+Qr+2P&4Fe845(Rg^oTK&Tr*3FE`23&o$+l`x&?gzG43qy%b zJ#zD~3-D#`j9=WB1UWIdpWzfx4aG7G*pNYuJQ8F5D;De7pH((u#x4d|Tx~{T6TR)1 zYoNCypr-iK^!*M2zZeQKAt(mHTdlF|lGiW%q_p@&OcV(xKkBc*2R=7how4Z)dy}#9 zoogskKy*9lUF!x-#s1$ze0h1arE5(HK+HXmR3}Cf@Dbe$_Jv+ttT0zJe0Um80ilfX zgg>o%@tj%G{pdom_sWTqR?J2$nHBpNQI7$ zaF9}X3_>rl`_m((spe~``G<87AY0u`}^3uDfSH}(`E#Ka^Q zmd%0uBo5=gZIPQOC6`@5LNDbhfw_eTBq(T?qCbEyJsu|i>;?)my9zGv?>1vSQ5)

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a/hot_data/GMV/info.csv +++ b/hot_data/GMV/info.csv @@ -1,2 +1,2 @@ -BV号,title,up主名称,up主UID,播放量,弹幕量,点赞量,投币量,收藏量,分享量,评论量,发布时间的timestamp,视频荣誉,发布时间,分区,标签,是否为联合投稿,视频方向,视频最高分辨率,视频类型,视频分p数,视频字幕,视频总时长,视频封面URL,简介,弹幕情感评分snowNLP -BV1ajXMYUE6S,“你心中的完美武器是?”,DirschH_,279763427,577793,273,23534,1219,6122,3654,1377,1742212105,[],2025-03-17 19:48:25,GMV,"['推荐宝藏游戏', '怪物猎人', '单机游戏', '怪物猎人荒野', '动作游戏', 'steam游戏']",False,横屏,2160x2160,自制,1,"[{'语言': '中文(自动翻译)', '字幕数量': [], '字幕URL': ''}]",44,http://i1.hdslb.com/bfs/archive/4ab46e0ea1710fb7aa0217a58558cda409990013.jpg,,0.5488210181959721 +BV号,title,up主名称,up主UID,播放量,弹幕量,点赞量,投币量,收藏量,分享量,评论量,发布时间的timestamp,视频荣誉,发布时间,分区,标签,是否为联合投稿,视频方向,视频最高分辨率,视频类型,视频分p数,视频字幕,视频总时长,视频封面URL,简介,弹幕情感评分snowNLP,弹幕情感评分RoBERTa +BV1ajXMYUE6S,“你心中的完美武器是?”,DirschH_,279763427,577793,273,23534,1219,6122,3654,1377,1742212105,[],2025-03-17 19:48:25,GMV,"['推荐宝藏游戏', '怪物猎人', '单机游戏', '怪物猎人荒野', '动作游戏', 'steam游戏']",False,横屏,2160x2160,自制,1,"[{'语言': '中文(自动翻译)', '字幕数量': [], '字幕URL': ''}]",44,http://i1.hdslb.com/bfs/archive/4ab46e0ea1710fb7aa0217a58558cda409990013.jpg,,0.5488210181959721,0.5 diff --git a/readme.md b/readme.md index 63a8d62..33b5dc2 100644 --- a/readme.md +++ b/readme.md @@ -1,32 +1,42 @@ # 数据处理 -3月26日 20:07 | 355字 - -- 合并数据文件 - - 合并热门数据 - - 数据文件 - - 视频: hot_data/分区/info - - up: hot_data/分区/up_info - - 弹幕/评论: hot_data/分区/BV号/... - - 单分区处理 - - 按bv号匹配视频对应up指标,添加到info.csv - - 依序读取弹幕输出情感评分,(如果顺序没变的话) 直接添加一列“affective_scores”到info.csv - - 合并: 遍历分区info文件创建总文件,并给“视频荣誉”改名成“是否热门”并赋值为1 - - 合并非热数据 - - 同上,并赋值为0 - - 合并两个文件 - - 根据URL获取封面 - - 按发布时间排序 - - 文本数据合并 - - 评论文本 (仅热门): 直接合并成列,人工筛选高质量文本 - - 标签合并 (放一起整一个txt即可,拉个词云了事) - - 简介合并 (同上) -- 数据预处理 - - 是否为系列 (标题关键词分析) -- 数据量化 - - 大小分区名给一下,映射到大分区 - - 视频分辨率: 360、720、1080、2k、4k、8k +## 合并数据文件 +### 1. 合并热门数据 +- 数据文件 + - 视频: hot_data/分区/info + - up: hot_data/分区/up_info + - 弹幕/评论: hot_data/分区/BV号/... +- 单分区处理 + - 按bv号匹配视频对应up指标,添加到info.csv + - 依序读取弹幕输出情感评分,(如果顺序没变的话) 直接添加一列到info.csv + - 合并: 遍历分区info文件创建总文件,并给“视频荣誉”改名成“是否热门”并赋值为1 +### 2. 合并非热数据 +- 同上,并赋值为0 +### 3. 合并两个文件 +- 根据URL获取封面 +- 按发布时间排序 +### 4. 文本数据合并 +- 评论文本 (仅热门): 直接合并成列,人工筛选高质量文本 +- 标签合并 (放一起整一个txt即可,拉个词云了事) +- 简介合并 (同上) +## 数据预处理 +原合并文件+量化后文件两个文件 +### 单独处理 + - 是否为系列 (标题关键词分析)(excel使用find函数即可)(否0是1) - 封面处理并量化 -- 删除不用指标 - - up主uid、bv号 - - 视频简介、标签 \ No newline at end of file +### 数据量化(可以用excel实现) + - up主uid:输出uid位数(越小表示号越老) + - up主性别: 男0,女1,保密2 + - 播放量对数转换, 输出logV + - 发布时间: 区分为0-6点,6-12点,12-18点,18-24点四个时段,依次赋值为1-4 + - 小分区映射到大分区,具体命名规则见[文件](FSR.xlsx) + - 是否为联投: 否0,是1 + - 视频方向:竖屏0,横屏1 + - 视频分辨率: 360、720、1080、2k、4k、8k(近似匹配),赋值为1-6 + - 视频类型:搬运0,自制1 + - 字幕: 无字幕为0,剩下为1 + - 视频总时长:输出小于60的,之间的,和大于600的,赋值为1,2,3,方便后续描述性分析 +### 删除不用指标 + - 发布时间等上述被处理过的指标(原播放量要保留) + - 视频简介、标签 + - 调整顺序(基础信息放前面,其次是连续型变量,最后是分类变量) \ No newline at end of file diff --git a/~$FSR.xlsx b/~$FSR.xlsx deleted file mode 100644 index cdc26a92ecfe6ee6007c112797c06c775f3eee65..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 165 dcmZS0$j{3!QXmzuGGs91Gvonr5rYEFApowv5SIV|